Merge branch 'parity-base' into parity/input

.claude/skills/vanilla-parity/SKILL.md

@@ -1,76 +0,0 @@
----
-name: vanilla-parity
-description: Fix a Horizon bug or gap so it behaves 1:1 like vanilla 26.3, starting from the port ledger (tools/port_ledger.py) instead of grepping. Use for any issue, Discord report or PR that makes Horizon match vanilla: "X doesn't work like in Java", a missing sound, particle, animation, mob behaviour, block rule, screen or packet.
----
-
-# Vanilla parity with the port ledger
-
-The port ledger pairs every vanilla method with the Rust fn that ports it (or says it is missing, or needs
-no port) and lists where a port isn't wired like vanilla. Ask it first; grep only for what it can't answer.
-Full reference: `docs/port-ledger.md`.
-
-## 0. Have a fresh ledger
-
-```sh
-python3 tools/port_ledger.py build          # ~20 s; again after pulling main
-```
-
-It needs the vanilla jar (the launcher's `versions/26.3/26.3.jar`, or `--jar`) and/or the lab's decompiled
-sources (`python3 tools/lab.py decompile`, or `--sources DIR`). If `build` says it has no vanilla code, run
-the lab first; don't guess vanilla from memory.
-
-## 1. From the report to the code
-
-```sh
-python3 tools/port_ledger.py issue 3236                      # a GitHub issue number
-python3 tools/port_ledger.py issue "mooshroom stays red after lightning"   # or the report's text
-```
-
-It ranks the vanilla classes the report names and lists, per class, its Rust home files, where each method is
-ported, and the known gaps (`missing` rows from the verdict map, seam/client/drift gaps). Often the cause is
-already written there ("Type is not saved"). Then drill in:
-
-```sh
-python3 tools/port_ledger.py where MushroomCow.readAdditionalSaveData   # ports, callers, callees, gaps
-python3 tools/port_ledger.py class MushroomCow                          # every method: where, or missing
-python3 tools/port_ledger.py what crates/horizon-client/src/mobs/farm.rs:120   # which vanilla method a fn ports
-```
-
-A ledger answer is a lead, not a verdict: about 1 in 12 map rows is wrong. Read the vanilla method (path and
-line are in the output) and the Rust fn before changing anything.
-
-## 2. Port it the vanilla way
-
-- Translate the vanilla method, don't reinvent it: same order of operations, same constants, the same random
-  draws in the same order (`horizon_core::random`), Java `Math` through `horizon_core::jmath`.
-- Open the fn's doc with the vanilla method it ports: `` /// `MushroomCow.readAdditionalSaveData`: ... ``.
-  That one line is what makes the next agent find it.
-- Fix the path players run: single player is a client of the integrated server, so server logic lives in
-  `game/lan*.rs` and `src/lan/`, and what only the client's copy shows (particles, local sounds, hand
-  animation) must be reached from `game/remote*.rs`. A fix on the old in-frame path alone fixes nothing.
-- Look at the neighbours the ledger lists for the same class: a `client` or `seam` gap next to your fix is
-  usually the same bug on the other path.
-
-## 3. Before the PR
-
-```sh
-python3 tools/port_ledger.py check --base origin/main
-```
-
-It lists the ports your branch touches with their open gaps, citations to add, stale citations, and (against
-the base) the gaps the branch closes and opens. Close what belongs to your fix, cite what you ported, leave
-no new stale citation. If you ported a method the verdict map called `missing`, change its row in
-`tools/port_map/*.tsv` to `port` with the fn (`file.rs::Owner::fn`) and run
-`python3 tools/port_ledger.py map-check tools/port_map/<file>.tsv`.
-
-Then the usual: the harness for the area (`docs/architecture.md`), `cargo check`/tests per `AGENTS.md`, and
-a small PR that says which vanilla method it now matches.
-
-## Finding work
-
-```sh
-python3 tools/port_ledger.py gaps --kind seam      # ported on two paths, wired on one: the best leads
-python3 tools/port_ledger.py gaps --kind client    # client-only effects the server path never reaches
-python3 tools/port_ledger.py gaps --kind drift     # a port missing a sound, particle, item or constant
-rg -n "player:" tools/port_map/*.tsv               # missing behaviour a player would see
-```

.dockerignore

@@ -1,7 +0,0 @@
-# Docker builds (the relay) need the Rust sources only.
-target/
-.local/
-**/node_modules/
-benchmarks/
-packs/
-mods/

.gitattributes

@@ -1,6 +0,0 @@
-# Generated files that tests compare byte for byte with what they generate: LF on every OS, also
-# where Git for Windows' core.autocrlf would check them out with CRLF.
-docs/launcher-commands.md text eol=lf
-docs/horizon-ctl-commands.md text eol=lf
-crates/horizon-theme/tokens.css text eol=lf
-docs/api/*-reference.md text eol=lf

.githooks/pre-commit

@@ -1,11 +1,2 @@
 #!/bin/sh
-# Git for Windows puts a `python3` on PATH that is only the Microsoft Store
-# stub: it prints "Python" and exits non-zero, so the hook fails with no other
-# output. Use the first name that actually runs Python 3.
-for py in python3 python py; do
-    if "$py" -c "import sys; sys.exit(sys.version_info < (3,))" >/dev/null 2>&1; then
-        exec "$py" tools/check_public_tree.py
-    fi
-done
-echo "check_public_tree: no working Python 3 found" >&2
-exit 1
+exec python3 tools/check_public_tree.py

.githooks/pre-push

@@ -1,11 +1,2 @@
 #!/bin/sh
-# Git for Windows puts a `python3` on PATH that is only the Microsoft Store
-# stub: it prints "Python" and exits non-zero, so the hook fails with no other
-# output. Use the first name that actually runs Python 3.
-for py in python3 python py; do
-    if "$py" -c "import sys; sys.exit(sys.version_info < (3,))" >/dev/null 2>&1; then
-        exec "$py" tools/check_public_tree.py --pre-push
-    fi
-done
-echo "check_public_tree: no working Python 3 found" >&2
-exit 1
+exec python3 tools/check_public_tree.py --history

.github/CODEOWNERS

@@ -1,16 +0,0 @@
-# Changes to these files wait for Ludovic's review once branch protection requires code owners' reviews
-# (tools/ci/protect_pipeline.sh, docs/security.md). They are what builds, signs and ships releases, the code that
-# checks downloads before installing them (backend.rs downloads, installs and updates the launcher itself; links.json
-# says where from; the Cargo.toml files pick the crates that do it), and this file. Everything else merges as soon as
-# `verify` passes.
-/.github/                                @ludovic111
-/tools/ci/                               @ludovic111
-/tools/release_train.py                  @ludovic111
-/crates/horizon-release-sign/            @ludovic111
-/crates/horizon-server/src/update.rs     @ludovic111
-/crates/horizon-server/Cargo.toml        @ludovic111
-/launcher/src/signed.rs                  @ludovic111
-/launcher/src/backend.rs                 @ludovic111
-/launcher/links.json                     @ludovic111
-/launcher/Cargo.toml                     @ludovic111
-/packaging/                              @ludovic111

.github/actionlint.yaml

@@ -1,3 +0,0 @@
-self-hosted-runner:
-  # The Mac mini's runner (ludovics-mac-mini), which holds the maintainer's own Minecraft files.
-  labels: [horizon-game, ludovics-mac-mini]

.github/pull_request_template.md

@@ -1,19 +0,0 @@
-## What and why
-
-<!-- What this changes, and why. Link the issue it fixes ("Fixes #123"). -->
-
-## Vanilla reference
-
-<!-- The vanilla classes and methods this follows (tools/rea_vanilla.py), and the harness that checks it.
-     "Horizon-only" for a feature vanilla doesn't have; "none" for tooling or docs. -->
-
-## Self-check
-
-<!-- Paste the block `python3 tools/pr_ready.py` prints (`--base upstream/main` from a fork). -->
-
-## Screenshots
-
-<!-- For anything players see: before and after. Delete this section otherwise. -->
-
-<!-- Please tick "Allow edits by maintainers": we push small fixups ourselves instead of a round trip.
-     See CONTRIBUTING.md. -->

.github/release-line.txt

@@ -1 +0,0 @@
-0.2

.github/trusted-reviewers.txt

@@ -1,9 +0,0 @@
-# Trusted reviewers: one list for two things (docs/release-flow.md "Trusted reviewers").
-# - `/nightly 2640 2642` picks the pull requests the Nightly holds (tools/ci/nightly_set.py);
-# - `/close`, `/reopen`, `/label`, `/unlabel` triage issues and pull requests (tools/ci/triage_command.py).
-# Ludovic is always allowed and isn't listed. One GitHub login per line, with who added it and when. Removing a
-# line revokes that login at once. A line with only `paused` stops both for every reviewer (Ludovic's still work).
-kacpherek    # added by Ludovic, 2026-10-27
-rdbtCVS      # added by Ludovic, 2026-10-27
-Online5277   # added by Ludovic, 2026-10-27 (his top three by merged pull requests)
-levzzz5154   # added by Ludovic, 2026-10-28 (Horizon Team; author of horizon-mixins)

.github/workflows/cancel-on-close.yml

@@ -1,29 +0,0 @@
-name: cancel-on-close
-# A closed or merged pull request's queued and running checks free the runners at once.
-# pull_request_target so the token can cancel runs of pull requests from forks too;
-# it checks out nothing and runs no code from the pull request.
-on:
-  pull_request_target:
-    types: [closed]
-permissions:
-  actions: write
-jobs:
-  cancel:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Cancel the pull request's unfinished runs
-        env:
-          GH_TOKEN: ${{ github.token }}
-          REPO: ${{ github.repository }}
-          BRANCH: ${{ github.event.pull_request.head.ref }}
-          HEAD_REPO: ${{ github.event.pull_request.head.repo.full_name }}
-        run: |
-          # Every head the pull request had, not only its last: a run-parity label added on an older head left that
-          # run queued after the merge (#3104, 2026-10-29). Its branch in its own repository names its runs (another
-          # fork can have a branch of the same name).
-          for status in queued in_progress waiting pending requested; do
-            gh api -X GET "repos/$REPO/actions/runs" -f branch="$BRANCH" -f event=pull_request -f status="$status" \
-              -f per_page=100 --jq ".workflow_runs[] | select(.head_repository.full_name == \"$HEAD_REPO\") | .id"
-          done | sort -u | while read -r id; do
-            gh run cancel -R "$REPO" "$id" || true
-          done

.github/workflows/ci.yml

@@ -1,32 +1,19 @@
 name: checks
-# verify: every pull request and every push to main, on GitHub's runners (the repository is public). It is the
-# check main requires, so it never has a condition: a skipped job counts as passed, and every run of this workflow
-# must report a real verify (a pull request that changes no Rust finishes it in seconds instead).
-# parity: the vanilla harnesses a pull request's changes can affect, on the Mac mini's runner, which holds the
-# maintainer's own Minecraft files (Horizon never downloads the game); .github/workflows/parity.yml. Only for a pull
-# request that changes a harness, oracle, probe or the runner: the rest are checked on main by parity-main. A fork's pull
-# request runs it only when a maintainer adds the run-parity label (.github/workflows/run-parity.yml), so labels
-# never start this workflow. See docs/release-flow.md.
 on:
   push:
     branches: [main]
   pull_request:
-    types: [opened, synchronize, reopened]
   workflow_dispatch:
 permissions:
   contents: read
-concurrency:
-  # A new push to a pull request replaces its running checks; main's runs all finish (releases follow them).
-  group: checks-${{ github.event.pull_request.number || github.sha }}
-  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
-env:
-  # Test runs never reach the telemetry server: no live-count ping, no uploads (docs/telemetry.md).
-  HORIZON_TELEMETRY_URL: "off"
-
 jobs:
   verify:
-    runs-on: ubuntu-latest
-    timeout-minutes: 30
+    strategy:
+      fail-fast: false
+      matrix:
+        # Linux only. macOS only when started by hand: gh workflow run checks --ref <branch>.
+        os: ${{ fromJSON(github.event_name == 'workflow_dispatch' && '["ubuntu-latest", "macos-26"]' || '["ubuntu-latest"]') }}
+    runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v4
         with:
@@ -34,134 +21,20 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: '3.12'
-      - name: Does this pull request need Rust checks?
-        if: github.event_name == 'pull_request'
-        id: rust
-        env:
-          BASE_SHA: ${{ github.event.pull_request.base.sha }}
-          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
-        run: python3 tools/ci/rust_changes.py "$BASE_SHA" "$HEAD_SHA" >> "$GITHUB_OUTPUT"
       - name: Keep game artifacts out of Git
         run: |
           python tools/check_public_tree.py
           python tools/check_public_tree.py --history
       - name: Test offline research tooling
         run: python -m unittest discover -s tests -v
-      - name: Install Rust toolchain and the ALSA and udev headers the client links against
-        if: steps.rust.outputs.required != 'false'
-        run: |
-          sudo apt-get update && sudo apt-get install -y --no-install-recommends libasound2-dev libudev-dev
-          rustup toolchain install stable --profile minimal --component rustfmt --component clippy --target wasm32-unknown-unknown
-      # Dependencies and the workspace's own build, saved from main's runs (pull requests read main's cache).
-      - uses: Swatinem/rust-cache@v2
-        if: steps.rust.outputs.required != 'false'
-        with:
-          shared-key: verify
-          save-if: ${{ github.ref == 'refs/heads/main' }}
+      - name: Install Rust toolchain
+        run: rustup toolchain install stable --profile minimal --component rustfmt --component clippy
       - name: Check formatting and lint
-        if: steps.rust.outputs.required != 'false'
         run: |
           cargo +stable fmt --all -- --check
-          # With the game's code mods (on in every release build, off by default).
-          cargo +stable clippy --workspace --all-targets --features horizon-client/mods -- -D warnings
-          # The server build (released as horizon-engine): the game without sound or controllers.
-          cargo +stable clippy -p horizon-client --all-targets --no-default-features -- -D warnings
-      # Libraries, binaries and integration tests, then doc tests: not the ~275 examples, which clippy above already
-      # type-checks and the parity job builds and runs (they were most of this step's build and link time).
+          cargo +stable clippy --workspace --all-targets -- -D warnings
       - name: Test Rust core and voxel kernel correctness
-        if: steps.rust.outputs.required != 'false'
-        run: |
-          cargo +stable test --workspace --lib --bins --tests --features horizon-client/mods,horizon-mods/pack
-          # The full content-root tests (#[ignore]d: minutes each on a laptop). The same build as above; they need the
-          # prepared vanilla data, so without it they pass at once.
-          cargo +stable test --workspace --lib --features horizon-client/mods,horizon-mods/pack mod_content::tests:: -- --ignored
-          cargo +stable test --workspace --doc --features horizon-client/mods,horizon-mods/pack
-  # The launcher is its own workspace (launcher/Cargo.toml), so verify's cargo runs never build it. A pull request that
-  # changes it or a crate it builds is checked here, and so is every push to main: two pull requests can each pass
-  # alone and break it together (#2059 and the registry ratings did, 2026-10-26).
-  launcher:
-    runs-on: ubuntu-latest
-    timeout-minutes: 30
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-      - name: Does this pull request change the launcher or a crate it builds?
-        if: github.event_name == 'pull_request'
-        id: launcher
-        env:
-          BASE_SHA: ${{ github.event.pull_request.base.sha }}
-          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
-        run: python3 tools/ci/rust_changes.py --launcher "$BASE_SHA" "$HEAD_SHA" >> "$GITHUB_OUTPUT"
-      - name: Install Rust and the headers GPUI links against
-        if: steps.launcher.outputs.required != 'false'
-        run: |
-          sudo apt-get update && sudo apt-get install -y --no-install-recommends libxkbcommon-x11-dev libwayland-dev \
-            libx11-xcb-dev libfontconfig-dev libvulkan-dev libasound2-dev libudev-dev
-          rustup toolchain install stable --profile minimal --component rustfmt --component clippy
-      - uses: Swatinem/rust-cache@v2
-        if: steps.launcher.outputs.required != 'false'
-        with:
-          workspaces: launcher
-          shared-key: launcher
-          save-if: ${{ github.ref == 'refs/heads/main' }}
-      - name: Check the launcher's formatting, lint and tests
-        if: steps.launcher.outputs.required != 'false'
-        working-directory: launcher
-        run: |
-          cargo +stable fmt --check
-          cargo +stable clippy --all-targets --locked -- -D warnings
-          cargo +stable test --locked --lib
-  # Most pull requests leave the harnesses to parity-main, which runs them on main a batch of merges at a time
-  # (.github/workflows/parity-main.yml; releases wait for it). A pull request still runs them itself when it changes
-  # a harness, an oracle, a probe or the runner, or carries the run-parity label (run-parity.yml, when it is added).
-  parity-scope:
-    if: github.event_name == 'pull_request' && github.event.pull_request.head.repo.full_name == github.repository
-    runs-on: ubuntu-latest
-    outputs:
-      run: ${{ steps.scope.outputs.run }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ github.event.pull_request.head.sha }}
-          fetch-depth: 0
-          persist-credentials: false
-      - id: scope
-        env:
-          BASE_SHA: ${{ github.event.pull_request.base.sha }}
-          LABELS: ${{ join(github.event.pull_request.labels.*.name, ' ') }}
-        run: |
-          changed=$(git diff --name-only "$(git merge-base "$BASE_SHA" HEAD)" HEAD)
-          harness=$(grep -E '^(tools/test_[a-z0-9_]+_parity\.py|tools/(parity[a-z_]*|lab)\.py|tools/parity_hosts\.json|mods/horizon/src/test/|crates/[^/]+/examples/|crates/horizon-client/src/game/[a-z_]*(fixture|harness)\.rs|\.github/workflows/parity[a-z-]*\.yml)' <<< "$changed" || true)
-          if [ -n "$harness" ] || [[ " $LABELS " == *" run-parity "* ]]; then
-            echo "run=true" >> "$GITHUB_OUTPUT"
-            echo "The pull request runs its harnesses: ${harness:-label run-parity}"
-          else
-            echo "run=false" >> "$GITHUB_OUTPUT"
-            echo "No harness, oracle, probe or runner change: parity-main checks this on main"
-          fi
-  parity:
-    needs: parity-scope
-    if: needs.parity-scope.outputs.run == 'true'
-    uses: ./.github/workflows/parity.yml
-    with:
-      base: ${{ github.event.pull_request.base.sha }}
-      head: ${{ github.event.pull_request.head.sha }}
-      full: ${{ contains(github.event.pull_request.labels.*.name, 'full-parity') }}
-  # Horizon never downloads the game. These jobs need a self-hosted Linux runner
-  # (label horizon-game) holding the maintainer's own copy: the official launcher's
-  # game directory in HORIZON_MINECRAFT_DIR and the pinned server jar in
-  # HORIZON_SERVER_JAR. Start them by hand: gh workflow run checks --ref <branch>.
-  vanilla-parity:
-    if: github.event_name == 'workflow_dispatch'
-    runs-on: [self-hosted, linux, horizon-game]
-    steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
-        with:
-          python-version: '3.12'
-      - name: Install Rust toolchain
-        run: rustup toolchain install stable --profile minimal
+        run: cargo +stable test --workspace
       - uses: actions/setup-java@v4
         with:
           distribution: temurin
@@ -500,9 +373,13 @@ jobs:
         env:
           RUSTUP_TOOLCHAIN: stable
         run: python tools/test_float_log_parity.py
-  jfr-analysis:
-    if: github.event_name == 'workflow_dispatch'
-    runs-on: [self-hosted, linux, horizon-game]
+  portable-mod:
+    strategy:
+      fail-fast: false
+      matrix:
+        # Linux only. macOS only when started by hand: gh workflow run checks --ref <branch>.
+        os: ${{ fromJSON(github.event_name == 'workflow_dispatch' && '["ubuntu-latest", "macos-26"]' || '["ubuntu-latest"]') }}
+    runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
@@ -512,7 +389,100 @@ jobs:
         with:
           distribution: temurin
           java-version: '25'
+      - name: Compile original mod and test metrics
+        run: python tools/build_mod.py
       - name: Verify streaming JFR analysis against the JDK exporter
         run: python tools/test_jfr.py
       - name: Verify ZGC pause and allocation event interpretation
         run: python tools/test_jfr.py --gc zgc
+      - name: Build pinned portable packs
+        run: python tools/build_pack.py
+      - name: Measure isolated worker pacing on this platform
+        run: python -c "from tools.build_mod import benchmark_workers; benchmark_workers()"
+      - name: Measure isolated debounce queue polling
+        run: python -c "from tools.build_mod import benchmark_debounce; benchmark_debounce()"
+      - name: Measure wakeable idle queue latency
+        run: python -c "from tools.build_mod import benchmark_idle; benchmark_idle()"
+      - name: Measure object allocations with compact headers off and on
+        run: python -c "from tools.build_mod import benchmark_headers; benchmark_headers()"
+      - name: Test pack integrity and comparisons
+        run: python -m unittest discover -s tests -v
+      - name: Start recommended OpenGL macOS clients and verify framebuffer readback
+        if: runner.os == 'macOS'
+        run: |
+          python tools/test_client_graphics.py --native-display
+          cp dist/client-graphics-smoke.json dist/client-graphics-macos-title.json
+          python tools/test_client_graphics.py --native-display --world
+          cp dist/client-graphics-smoke.json dist/client-graphics-macos-world.json
+      - name: Compile the private dispatch fixture
+        run: python -c "from tools.build_mod import build_dispatch_fixture; build_dispatch_fixture()"
+      - name: Compile the private integrated-server graphics fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('server-graphics', 'dev.horizonlab.metrics.ServerGraphicsIntegration', fixture_dependencies={})"
+      - name: Compile the private tick-manager state fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('tick-state', 'dev.horizonlab.metrics.TickStateIntegration')"
+      - name: Compile the private terrain tick membership fixture
+        run: python -c "from tools.build_mod import build_tick_dedup_fixture; build_tick_dedup_fixture()"
+      - name: Compile the private culling whitelist fixture
+        run: python -c "from tools.build_mod import build_culling_empty_fixture; build_culling_empty_fixture()"
+      - name: Compile the private culling ray geometry fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('culling-rays', 'dev.horizonlab.dispatch.CullingRayIntegration', ['entityculling'], ['CullingRayAccess'])"
+      - name: Compile the private terrain position lookup fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('terrain-position', 'dev.horizonlab.dispatch.PositionIntegration')"
+      - name: Compile the private terrain quad reuse fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('quad-reuse', 'dev.horizonlab.dispatch.QuadReuseIntegration')"
+      - name: Compile the private object-size agent and terrain quad fixture
+        run: python -c "from tools.test_quad_sizes import build_agent; from tools.build_mod import build_integration_fixture; build_agent(); build_integration_fixture('quad-size', 'dev.horizonlab.dispatch.QuadSizeIntegration')"
+      - name: Compile the private terrain read shutdown fixture
+        run: python -c "from tools.build_mod import build_integration_fixture; build_integration_fixture('terrain-read', 'dev.horizonlab.dispatch.TerrainReadIntegration')"
+      - name: Install headless graphics libraries for applied-hook checks
+        if: runner.os == 'Linux'
+        run: sudo apt-get update && sudo apt-get install -y xvfb libgl1 libegl1 libvulkan1 mesa-vulkan-drivers libasound2t64 libxkbcommon0
+      - name: Verify integrated-server graphics report against the actual device
+        run: python tools/test_server_graphics.py ${{ runner.os == 'macOS' && '--native-display' || '' }}
+      - name: Exercise the applied dispatcher hooks and upstream rejection path
+        if: runner.os == 'Linux'
+        run: python tools/test_dispatch.py
+      - name: Verify applied tick membership transitions and allocation
+        if: runner.os == 'Linux'
+        run: python tools/test_tick_dedup.py
+      - name: Verify live culling whitelist registration and empty iteration
+        if: runner.os == 'Linux'
+        run: python tools/test_culling_empty.py
+      - name: Compare applied culling ray geometry and provider queries
+        if: runner.os == 'Linux'
+        run: python tools/test_culling_rays.py
+      - name: Verify actual full-data position lookup equivalence
+        if: runner.os == 'Linux'
+        run: python tools/test_terrain_position.py
+      - name: Verify actual terrain quad geometry and allocation
+        if: runner.os == 'Linux'
+        run: python tools/test_quad_reuse.py
+      - name: Measure actual builder and quad shallow sizes in both header modes
+        if: runner.os == 'Linux'
+        run: python tools/test_quad_sizes.py
+      - name: Verify interrupted DH reads and preserved shared futures
+        if: runner.os == 'Linux'
+        run: python tools/test_terrain_read.py
+      - name: Upload original mod and pack manifests only
+        uses: actions/upload-artifact@v4
+        with:
+          name: horizon-${{ matrix.os }}
+          path: |
+            dist/*.mrpack
+            dist/horizon-*.jar
+            dist/worker-pacing-benchmark.txt
+            dist/debounce-queue-benchmark.txt
+            dist/idle-queue-benchmark.txt
+            dist/object-header-benchmark.txt
+            dist/dispatch-integration.json
+            dist/tick-dedup-integration.json
+            dist/culling-empty-integration.json
+            dist/terrain-read-integration.json
+            dist/culling-rays-integration.json
+            dist/terrain-position-integration.json
+            dist/quad-reuse-integration.json
+            dist/quad-size-integration.json
+            dist/server-graphics-smoke.json
+            dist/client-graphics-smoke.json
+            dist/client-graphics-macos-title.json
+            dist/client-graphics-macos-world.json

.github/workflows/game-build.yml

@@ -1,292 +0,0 @@
-name: game build
-# Builds the game for every platform from `ref`: the Java exporters, then Linux and the Linux server and Windows on
-# GitHub, macOS on the Mac mini's runner with a 1500-frame offscreen run of a new world (smoke-test.json). Called by
-# release.yml (the releases) and nightly-build.yml (the opt-in Nightly), always from main's copy of this file: the
-# caller's commit, never the one being built. It holds no secrets: signing the checksums is the callers' own job,
-# which never runs what this one built. See docs/release-flow.md.
-on:
-  workflow_call:
-    inputs:
-      ref:
-        description: The commit to build
-        type: string
-        required: true
-      version:
-        description: The version built in (HORIZON_VERSION), e.g. 0.2.81 or nightly-2026-10-28
-        type: string
-        required: true
-      nightly:
-        description: A nightly's "<date> <short sha>" (HORIZON_NIGHTLY), shown by the game; empty for a release
-        type: string
-        default: ''
-      trusted:
-        # Only release.yml says true: it builds main. A nightly can hold pull requests nobody reviewed yet, whose
-        # build scripts and tests run here and could rewrite target/, the cargo home or a compiler cache. So an
-        # untrusted build never runs on the release runner, never saves the Rust cache (its key is its own anyway),
-        # and a trusted one never reads the machine's shared sccache, which pull requests' jobs write
-        # (tests/test_nightly.py pins all of it).
-        description: The source is main (a release); false for anything else (a nightly)
-        type: boolean
-        default: false
-      developer_id:
-        description: Sign the macOS programs with Developer ID and notarize the zip (the runner's keychain)
-        type: boolean
-        default: true
-permissions:
-  contents: read
-jobs:
-  exporters:
-    # This runner holds the maintainer's own pinned Minecraft jars. Only our classes leave it. An untrusted build
-    # goes to the Mac mini's nightly runner (macOS + horizon-nightly: ludovics-mac-mini-nightly, beside the one that
-    # runs pull requests' parity jobs, so a nightly never waits behind their queue), never the release runner
-    # (MAC_RUNNER: ludovics-mac-mini-release) nor parity-main's.
-    runs-on: ${{ inputs.trusted && vars.MAC_RUNNER || fromJSON('["self-hosted", "macOS", "horizon-nightly"]') }}
-    # Three full preparations (two isolated, one batched) besides the compile.
-    timeout-minutes: 60
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ inputs.ref }}
-          persist-credentials: false
-          clean: true
-      - uses: dtolnay/rust-toolchain@stable
-      - run: bash tools/ci/runner-env.sh
-        env:
-          HORIZON_NO_SCCACHE: ${{ inputs.trusted && '1' || '' }}
-      - run: bash tools/ci/vanilla-data.sh
-      - name: Compile and validate original exporters against the pinned jars
-        shell: bash
-        run: |
-          set -euo pipefail
-          # target/ is gone after the clean checkout, and vanilla-data.sh builds the preparer only when it
-          # prepares afresh.
-          cargo build --release --locked -p horizon-prepare
-          # Compiled here, never taken from the runner's shared preparations: pull requests' parity jobs
-          # write those (vanilla-data.sh links .local/exporters to them).
-          rm -rf .local/exporters
-          bundle=$(target/release/horizon-prepare compile-exporters --root "$PWD" | tail -1)
-          mkdir -p exporters
-          cp -R "$bundle/server" "$bundle/client" "$bundle/manifest.json" exporters/
-          # Only our classes and their manifest leave this runner.
-          stray=$(find exporters -type f ! -path exporters/manifest.json \
-            ! \( -name '*.class' \( -path 'exporters/server/dev/horizonlab/parity/*' -o -path 'exporters/client/dev/horizonlab/parity/*' \) \))
-          [ -z "$stray" ] || { echo "::error::not one of our classes: $stray"; exit 1; }
-          python3 tools/check_prepare_exporters.py --binary target/release/horizon-prepare
-      - uses: actions/upload-artifact@v4
-        with:
-          name: original-exporters
-          path: exporters/
-          if-no-files-found: error
-          retention-days: 3
-
-  build:
-    needs: exporters
-    name: build ${{ matrix.name }}
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - name: linux
-            os: ubuntu-22.04
-            dir: horizon-linux-x86_64
-            asset: horizon-linux-x86_64.tar.gz
-            # The server build too: packaging/server/install.sh installs it on Linux.
-            server_dir: horizon-server-linux-x86_64
-            server_asset: horizon-server-linux-x86_64.tar.gz
-          - name: windows
-            os: windows-latest
-            dir: horizon-windows-x64
-            asset: horizon-windows-x64.zip
-            exe: .exe
-            # The C runtime linked in, so the game runs without the Visual C++ redistributable.
-            rustflags: -C target-feature=+crt-static
-          - name: macos
-            mac: true
-            dir: horizon-macos-arm64
-            asset: horizon-macos-arm64.zip
-    runs-on: ${{ matrix.mac && (inputs.trusted && vars.MAC_RUNNER || fromJSON('["self-hosted", "macOS", "horizon-nightly"]')) || matrix.os }}
-    # Notarizing the zip can take a few minutes.
-    timeout-minutes: ${{ matrix.mac && 60 || 40 }}
-    env:
-      RUSTFLAGS: ${{ matrix.rustflags }}
-      # The release's version, built in (horizon_core::release): --version, user agents, crash reports and
-      # telemetry say it. No version-bump commits.
-      HORIZON_VERSION: ${{ inputs.version }}
-      # A nightly's date and commit ("2026-10-28 0c02067"), which the game shows; empty for a release.
-      HORIZON_NIGHTLY: ${{ inputs.nightly }}
-    defaults:
-      run:
-        shell: bash
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ inputs.ref }}
-          persist-credentials: false
-          # Always from a clean checkout, the Mac mini's runner too: its work folder is shared with pull requests'
-          # parity jobs, and nothing they leave (target/, an untracked .cargo/config.toml, a build script's output)
-          # may end up in a release. target/ is rebuilt from scratch; .local/ is relinked by vanilla-data.sh, which
-          # keeps its preparations outside the checkout.
-          clean: true
-      - uses: dtolnay/rust-toolchain@stable
-      - uses: Swatinem/rust-cache@v2
-        if: runner.environment == 'github-hosted'
-        with:
-          # A release restores only what a release saved: an untrusted build has its own key and saves nothing.
-          shared-key: ${{ inputs.trusted && 'release' || 'nightly' }}-${{ matrix.name }}
-          save-if: ${{ inputs.trusted }}
-      - name: ALSA and udev headers
-        if: runner.os == 'Linux'
-        run: sudo apt-get update && sudo apt-get install -y --no-install-recommends libasound2-dev libudev-dev
-      - name: Build the client, horizon-ctl, horizon-prepare and horizon-server
-        # `horizon-client/mods`: every released game runs code mods (the feature is off in dev builds).
-        run: cargo build --release --locked --features horizon-client/mods -p horizon-client --bin horizon-client --bin horizon-ctl -p horizon-prepare --bin horizon-prepare -p horizon-server --bin horizon-server
-      - name: Every program the release folder takes was built
-        run: |
-          for binary in horizon-client horizon-ctl horizon-prepare horizon-server; do
-            test -f "target/release/$binary${{ matrix.exe }}" || { echo "::error::target/release/$binary${{ matrix.exe }} is missing"; exit 1; }
-          done
-      - name: The signing keychain, unlocked
-        if: runner.os == 'macOS' && vars.MACOS_SIGN_IDENTITY != '' && inputs.developer_id
-        env:
-          MACOS_SIGN_IDENTITY: ${{ vars.MACOS_SIGN_IDENTITY }}
-        run: packaging/macos/keychain.sh unlock
-      - name: Signed with Developer ID and the hardened runtime
-        # Before the checks below, so they run the programs as players will.
-        if: runner.os == 'macOS' && vars.MACOS_SIGN_IDENTITY != '' && inputs.developer_id
-        env:
-          MACOS_SIGN_IDENTITY: ${{ vars.MACOS_SIGN_IDENTITY }}
-        run: |
-          for binary in horizon-client horizon-ctl horizon-prepare horizon-server; do
-            codesign --force --options runtime --timestamp --keychain "$MACOS_SIGN_KEYCHAIN" \
-              --identifier "dev.horizon.${binary#horizon-}" --sign "$MACOS_SIGN_IDENTITY" "target/release/$binary"
-            codesign --verify --strict --verbose=2 "target/release/$binary"
-          done
-      - name: Only system libraries
-        # Windows: no non-system DLL (a "DLL not found" dialog on some players' machines). Linux: the standard
-        # loader and libraries every desktop distribution has. macOS: only the system's own libraries.
-        run: |
-          for binary in horizon-client horizon-ctl horizon-prepare horizon-server; do
-            file="target/release/$binary${{ matrix.exe }}"
-            if [[ "$RUNNER_OS" == macOS ]]; then
-              others=$(otool -L "$file" | tail -n +2 | awk '{print $1}' | grep -v -E '^(/usr/lib/|/System/Library/)' || true)
-              [[ -z "$others" ]] || { echo "::error::$binary links $others"; exit 1; }
-            else
-              ${{ runner.os == 'Windows' && 'python' || 'python3' }} tools/check_imports.py "$file"
-            fi
-          done
-      - name: Every program starts
-        run: |
-          set -euo pipefail
-          bin=target/release
-          "$bin/horizon-client${{ matrix.exe }}" --help | grep -q -- '--resources'
-          "$bin/horizon-ctl${{ matrix.exe }}" --help > /dev/null
-          "$bin/horizon-prepare${{ matrix.exe }}" --help | grep -q -- '--minecraft-dir'
-          # The version is the release's.
-          for binary in horizon-prepare horizon-server; do
-            out=$("$bin/$binary${{ matrix.exe }}" --version | tr -d '\r')
-            echo "$out"
-            [[ "$out" == "$binary $HORIZON_VERSION" ]] || { echo "::error::expected $binary $HORIZON_VERSION"; exit 1; }
-          done
-      - name: Tools from the runner
-        if: runner.environment == 'self-hosted'
-        env:
-          HORIZON_NO_SCCACHE: ${{ inputs.trusted && '1' || '' }}
-        run: bash tools/ci/runner-env.sh
-      - name: Resources prepared from the runner's own Minecraft
-        if: runner.environment == 'self-hosted'
-        run: bash tools/ci/vanilla-data.sh
-      - name: The game runs (offscreen, a new world, 1500 frames)
-        if: runner.environment == 'self-hosted'
-        run: |
-          set -euo pipefail
-          # From a scratch folder: the game keeps its saves and options in the folder it starts in.
-          home="$RUNNER_TEMP/horizon-smoke"
-          rm -rf "$home" && mkdir -p "$home"
-          version=$(sed -n 's/.*"version": *"\([^"]*\)".*/\1/p' research-lock.json | head -1)
-          client="$PWD/target/release/horizon-client"
-          resources="$PWD/.local/horizon-client/$version"
-          (cd "$home" && HORIZON_HOME="$home" HORIZON_NO_AUDIO=1 "$client" --resources "$resources" --offscreen \
-            --world smoke --seed 1 --render-distance 4 --world-frames 1500 --timeout-seconds 180 \
-            --smoke-report "$home/smoke.json" > "$home/client.log" 2>&1) || { tail -40 "$home/client.log"; exit 1; }
-          python3 - "$home/smoke.json" <<'EOF'
-          import json, sys
-          report = json.load(open(sys.argv[1]))
-          print(json.dumps(report))
-          if report.get("error") is not None or report.get("frames", 0) < 1500 or not report.get("chunks") \
-                  or not report.get("meshed_sections") or not report.get("player"):
-              sys.exit("the smoke run did not draw a world")
-          EOF
-          # Published with the release; the publish job checks it again before it publishes anything.
-          cp "$home/smoke.json" "$RUNNER_TEMP/smoke-test.json"
-      - uses: actions/upload-artifact@v4
-        if: runner.environment == 'self-hosted'
-        with:
-          name: smoke-test.json
-          path: ${{ runner.temp }}/smoke-test.json
-          if-no-files-found: error
-          retention-days: 3
-      - uses: actions/download-artifact@v4
-        with:
-          name: original-exporters
-          path: exporters
-      - name: Package
-        run: |
-          set -euo pipefail
-          cargo run --locked -p xtask -- package "target/release/horizon-client${{ matrix.exe }}" "dist/${{ matrix.dir }}"
-          cd dist
-          rm -f "${{ matrix.asset }}"
-          case "${{ matrix.asset }}" in
-            *.tar.gz) tar czf "${{ matrix.asset }}" "${{ matrix.dir }}" ;;
-            *) if [[ "$RUNNER_OS" == Windows ]]; then 7z a -tzip "${{ matrix.asset }}" "${{ matrix.dir }}" > /dev/null
-               else
-                 # Without resource forks and extended attributes: plain ditto adds an
-                 # AppleDouble `._` file beside every file that has any.
-                 ditto -c -k --norsrc --noextattr --noqtn --keepParent "${{ matrix.dir }}" "${{ matrix.asset }}"
-                 if unzip -Z1 "${{ matrix.asset }}" | grep -E '(^|/)(\._|__MACOSX/)'; then
-                   echo "::error::macOS metadata files in ${{ matrix.asset }}"; exit 1
-                 fi
-               fi ;;
-          esac
-          ls -l "${{ matrix.asset }}"
-      - name: Notarized
-        # A zip of programs can't be stapled: Gatekeeper asks Apple the first time each one runs.
-        if: runner.os == 'macOS' && vars.MACOS_SIGN_IDENTITY != '' && inputs.developer_id
-        run: |
-          for binary in horizon-client horizon-ctl horizon-prepare horizon-server; do
-            codesign --verify --strict "dist/${{ matrix.dir }}/$binary"
-          done
-          packaging/macos/notarize.sh "dist/${{ matrix.asset }}"
-      - uses: actions/upload-artifact@v4
-        with:
-          name: ${{ matrix.asset }}
-          path: dist/${{ matrix.asset }}
-          if-no-files-found: error
-          retention-days: 3
-      - name: The server build (the game without sound or controllers, as horizon-engine)
-        if: matrix.server_asset
-        run: |
-          set -euo pipefail
-          # After the client is packaged: target/release/horizon-client is rebuilt without the audio and
-          # controllers features, so it needs neither libasound nor libudev (minimal server images lack them),
-          # and with code mods like the client.
-          cargo build --release --locked -p horizon-client --no-default-features --features mods --bin horizon-client
-          cargo run --locked -p xtask -- package-server target/release/horizon-client "dist/${{ matrix.server_dir }}"
-          folder="dist/${{ matrix.server_dir }}"
-          python3 tools/check_imports.py --server "$folder/horizon-engine" "$folder/horizon-server" "$folder/horizon-prepare"
-          "$folder/horizon-engine" --help | grep -q -- '--resources'
-          [[ "$("$folder/horizon-server" --version)" == "horizon-server $HORIZON_VERSION" ]]
-          cd dist
-          rm -f "${{ matrix.server_asset }}"
-          tar czf "${{ matrix.server_asset }}" "${{ matrix.server_dir }}"
-          ls -l "${{ matrix.server_asset }}"
-      - uses: actions/upload-artifact@v4
-        if: matrix.server_asset
-        with:
-          name: ${{ matrix.server_asset }}
-          path: dist/${{ matrix.server_asset }}
-          if-no-files-found: error
-          retention-days: 3
-      - name: The signing keychain, locked again
-        if: always() && runner.os == 'macOS' && vars.MACOS_SIGN_IDENTITY != '' && inputs.developer_id
-        run: packaging/macos/keychain.sh lock
-

.github/workflows/launcher.yml

@@ -1,334 +0,0 @@
-name: launcher
-# Builds the launcher on Linux, macOS and Windows, and releases it by itself (docs/release-flow.md): after a
-# push to main that changes the launcher or a crate it builds in (the paths below),
-# every 10 minutes (a release waiting for merges to settle goes out) and by hand, tools/release_train.py decides as
-# for the game.
-# A release is [email protected] on the release line in .github/release-line.txt (docs/versioning.md); without it
-# launcher-vX.Y.Z, the patch after the last launcher tag or the next minor when a merged pull request is labelled
-# feature. The version and the tag are given to the build (HORIZON_LAUNCHER_VERSION, HORIZON_LAUNCHER_TAG): no bump
-# commits.
-# Never marked latest. Pushes to launcher branches only build. RELEASES_PAUSED=1 stops releases.
-# macOS: with the repository variable MACOS_SIGN_IDENTITY set, Horizon.app and the .dmg are signed with
-# Developer ID, notarized and stapled, from the runner's signing keychain (packaging/macos/README.md);
-# unset (forks), they are signed ad hoc.
-#   gh workflow run launcher --ref <branch>                    # dry run: builds everything, publishes nothing
-#   gh workflow run launcher --ref main -f dry_run=false -f force=true
-
-on:
-  push:
-    branches: [main, launcher, 'launcher-*']
-    paths:
-      # Every crate the launcher builds in, as tools/release_train.py's LAUNCHER_PATHS.
-      - 'launcher/**'
-      - 'crates/horizon-bench/**'
-      - 'crates/horizon-friends/**'
-      - 'crates/horizon-mods/**'
-      - 'crates/horizon-port-pack/**'
-      - 'crates/horizon-prepare/**'
-      - 'crates/horizon-release-sign/**'
-      - 'crates/horizon-telemetry/**'
-      - 'crates/horizon-theme/**'
-      - '.github/workflows/launcher.yml'
-  schedule:
-    - cron: '7-59/10 * * * *'
-  workflow_dispatch:
-    inputs:
-      dry_run:
-        description: Build everything and write the notes, but publish nothing
-        type: boolean
-        default: true
-      force:
-        description: Release even without launcher changes, before merges settle or while paused
-        type: boolean
-        default: false
-
-permissions:
-  contents: read
-
-concurrency:
-  group: launcher-${{ github.ref == 'refs/heads/main' && 'release' || github.ref }}
-  cancel-in-progress: false
-
-env:
-  # Test runs never reach the telemetry server: no live-count ping, no uploads (docs/telemetry.md).
-  HORIZON_TELEMETRY_URL: "off"
-
-jobs:
-  decide:
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    outputs:
-      release: ${{ steps.decide.outputs.release }}
-      tag: ${{ steps.decide.outputs.tag }}
-      head: ${{ steps.decide.outputs.head }}
-      version: ${{ steps.decide.outputs.version }}
-      dry_run: ${{ steps.mode.outputs.dry_run }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-      - id: mode
-        # Off main every run is a dry run (a launcher branch's push only builds).
-        run: echo "dry_run=${{ github.ref != 'refs/heads/main' || (github.event_name == 'workflow_dispatch' && inputs.dry_run) }}" >> "$GITHUB_OUTPUT"
-      - id: decide
-        env:
-          GH_TOKEN: ${{ github.token }}
-          RELEASES_PAUSED: ${{ vars.RELEASES_PAUSED }}
-          # A push or a run off main builds its own commit; otherwise main's newest commit with green checks.
-          HEAD_SHA: ${{ (github.event_name == 'push' || steps.mode.outputs.dry_run == 'true') && github.sha || '' }}
-          FORCE: ${{ inputs.force && 'yes' || '' }}
-        run: |
-          python3 tools/release_train.py decide --kind launcher ${HEAD_SHA:+--head "$HEAD_SHA"} ${FORCE:+--force} | tee decision.json
-          echo "### $(jq -r '.reason' decision.json)" >> "$GITHUB_STEP_SUMMARY"
-          tag=$(jq -r '.tag' decision.json)
-          version=${tag#launcher-v}
-          echo "version=${version#launcher@}" >> "$GITHUB_OUTPUT"
-          # A dry run (and a launcher branch's push) builds whatever the decision.
-          if [[ "${{ steps.mode.outputs.dry_run }}" == true ]]; then
-            echo "release=true" >> "$GITHUB_OUTPUT"
-            echo "head=$GITHUB_SHA" >> "$GITHUB_OUTPUT"
-          fi
-
-  build:
-    needs: decide
-    if: needs.decide.outputs.release == 'true'
-    name: build ${{ matrix.name }}
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - name: linux
-            os: ubuntu-22.04
-            asset: horizon-launcher-linux-x86_64.tar.gz
-            binary: horizon-launcher
-          - name: macos
-            mac: true
-            asset: horizon-launcher-macos-arm64.zip
-            binary: horizon-launcher
-          - name: windows
-            os: windows-latest
-            asset: horizon-launcher-windows-x64.zip
-            binary: horizon-launcher.exe
-            # The C runtime linked in: without it the launcher asks for VCRUNTIME140.dll,
-            # which only the Visual C++ redistributable installs.
-            rustflags: -C target-feature=+crt-static
-    runs-on: ${{ matrix.mac && (vars.MAC_RUNNER || 'ludovics-mac-mini') || matrix.os }}
-    # Notarizing the app and then the .dmg can take a few minutes each.
-    timeout-minutes: ${{ matrix.mac && 60 || 40 }}
-    env:
-      RUSTFLAGS: ${{ matrix.rustflags }}
-      # Horizon's Azure app for Microsoft sign-in (docs/microsoft-account.md): a repository
-      # variable, not a secret. Unset, the launcher says sign-in is not configured.
-      HORIZON_MSA_CLIENT_ID: ${{ vars.HORIZON_MSA_CLIENT_ID }}
-      # The mod browser's CurseForge source (docs/mod-browser.md#curseforge): a repository secret. Unset, the
-      # launcher searches Modrinth only.
-      HORIZON_CURSEFORGE_API_KEY: ${{ secrets.HORIZON_CURSEFORGE_API_KEY }}
-      # The release's version and tag, built in (launcher/src/backend.rs VERSION and own_tag: the tag says which
-      # line it is on, docs/versioning.md); a launcher branch's build keeps Cargo.toml's.
-      HORIZON_LAUNCHER_VERSION: ${{ (github.event_name != 'push' || github.ref == 'refs/heads/main') && needs.decide.outputs.version || '' }}
-      HORIZON_LAUNCHER_TAG: ${{ (github.event_name != 'push' || github.ref == 'refs/heads/main') && needs.decide.outputs.tag || '' }}
-    defaults:
-      run:
-        working-directory: launcher
-        shell: bash
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ needs.decide.outputs.head }}
-          persist-credentials: false
-          # Always from a clean checkout, the Mac mini's runner too: its work folder is shared with pull requests'
-          # parity jobs, and nothing they leave may end up in a launcher release (target/ is rebuilt from scratch).
-          clean: true
-      - uses: dtolnay/rust-toolchain@stable
-      - uses: Swatinem/rust-cache@v2
-        if: runner.environment == 'github-hosted'
-        with:
-          workspaces: launcher
-          shared-key: launcher-${{ matrix.name }}
-      - name: Linux libraries GPUI links to
-        if: runner.os == 'Linux'
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libxkbcommon-x11-dev libwayland-dev libx11-xcb-dev libfontconfig-dev libvulkan-dev libasound2-dev
-      - name: Metal shaders compiled now, or at run time without the Metal toolchain
-        # GPUI compiles its Metal shaders when it builds; the Mac mini has Xcode without the Metal toolchain
-        # (xcodebuild -downloadComponent MetalToolchain), so there they are compiled when the launcher starts.
-        if: runner.os == 'macOS'
-        run: |
-          if ! xcrun metal --version > /dev/null 2>&1; then
-            echo "::notice::No Metal toolchain on this runner: GPUI compiles its shaders at run time"
-            echo "LAUNCHER_FEATURES=gpui/runtime_shaders" >> "$GITHUB_ENV"
-          fi
-      # Every test target (the library, the binary, tests/), on each system the launcher ships for.
-      - run: cargo test --release --locked ${LAUNCHER_FEATURES:+--features "$LAUNCHER_FEATURES"}
-      - run: cargo build --release --locked ${LAUNCHER_FEATURES:+--features "$LAUNCHER_FEATURES"}
-      - name: The version is the release's
-        run: |
-          out=$(target/release/${{ matrix.binary }} --version)
-          echo "$out"
-          expected="${HORIZON_LAUNCHER_VERSION:-$(sed -n 's/^version = "\(.*\)"/\1/p' Cargo.toml | head -1)}"
-          [[ "$out" == "horizon-launcher $expected" ]] || { echo "::error::expected horizon-launcher $expected"; exit 1; }
-      - name: Only system libraries
-        run: |
-          file=target/release/${{ matrix.binary }}
-          case "$RUNNER_OS" in
-            Windows) python ../tools/check_imports.py "$file" ;;
-            macOS) others=$(otool -L "$file" | tail -n +2 | awk '{print $1}' | grep -v -E '^(/usr/lib/|/System/Library/)' || true)
-                   [[ -z "$others" ]] || { echo "::error::links $others"; exit 1; } ;;
-          esac
-      - name: Smoke test
-        env:
-          HORIZON_LAUNCHER_NO_SELF_UPDATE: '1'
-          HORIZON_GITHUB_TOKEN: ${{ github.token }}
-        run: |
-          set -euo pipefail
-          export HORIZON_LAUNCHER_HOME="${RUNNER_TEMP//\\//}/horizon-launcher-smoke"
-          export HORIZON_HOME="$HORIZON_LAUNCHER_HOME/game"
-          rm -rf "$HORIZON_LAUNCHER_HOME"
-          launcher="$PWD/target/release/${{ matrix.binary }}"
-          # GitHub's API rate-limits shared runner addresses now and then: try a few times.
-          retry() { for i in 1 2 3 4; do "$@" && return 0; sleep $((i * 15)); done; return 1; }
-          retry "$launcher" versions
-          retry "$launcher" install latest
-          "$launcher" versions --installed
-          "$launcher" links --json
-          # `install latest` is the Nightly since #3342 (versions/nightly-<date>-<commit>), a vX.Y.Z before.
-          clients=("$HORIZON_LAUNCHER_HOME"/versions/*/horizon-client*)
-          client="${clients[0]}"
-          echo "installed client: $client"
-          [[ -f "$client" ]] || { echo "::error::no game installed under versions/"; exit 1; }
-          # The game's Linux build is the game's to keep portable (release.yml checks it): a
-          # release linked to a Nix store is a warning here, not a broken launcher.
-          soft() { if [[ "$RUNNER_OS" == "Linux" ]]; then "$@" || echo "::warning::$* failed"; else "$@"; fi; }
-          if [[ "$RUNNER_OS" == "Windows" ]]; then
-            python ../tools/check_imports.py "$client"
-          elif [[ "$RUNNER_OS" == "Linux" ]]; then
-            soft python3 ../tools/check_imports.py "$client"
-          fi
-          # The client starts: --help prints before any window or GPU is needed.
-          help() { "$client" --help > "$RUNNER_TEMP/help.txt" 2>&1 && head -3 "$RUNNER_TEMP/help.txt" && grep -q -- '--resources' "$RUNNER_TEMP/help.txt"; }
-          soft help
-          rm -rf "$HORIZON_LAUNCHER_HOME"
-      - name: The signing keychain, unlocked
-        if: runner.os == 'macOS' && vars.MACOS_SIGN_IDENTITY != ''
-        env:
-          MACOS_SIGN_IDENTITY: ${{ vars.MACOS_SIGN_IDENTITY }}
-        run: ../packaging/macos/keychain.sh unlock
-      - name: Package
-        env:
-          MACOS_SIGN_IDENTITY: ${{ vars.MACOS_SIGN_IDENTITY }}
-        run: |
-          rm -rf dist out && mkdir -p out
-          if [[ "$RUNNER_OS" == "macOS" ]]; then
-            # Horizon.app, zipped (self-update) and in a .dmg (installer), signed (and notarized with
-            # Developer ID): packaging/macos.
-            python3 -m venv "$RUNNER_TEMP/dmg" && "$RUNNER_TEMP/dmg/bin/pip" install --quiet dmgbuild==1.6.5
-            version=${HORIZON_LAUNCHER_VERSION:-$(sed -n 's/^version = "\(.*\)"/\1/p' Cargo.toml | head -1)}
-            DMGBUILD="$RUNNER_TEMP/dmg/bin/dmgbuild" ../packaging/macos/package.sh target/release/${{ matrix.binary }} "$version" out
-            rm -rf out/Horizon.app
-          else
-            mkdir -p dist
-            cp target/release/${{ matrix.binary }} dist/
-            if [[ "${{ matrix.asset }}" == *.tar.gz ]]; then
-              (cd dist && tar czf ../out/${{ matrix.asset }} ${{ matrix.binary }})
-            else
-              (cd dist && 7z a ../out/${{ matrix.asset }} ${{ matrix.binary }})
-            fi
-          fi
-          ls -l out
-      - uses: actions/upload-artifact@v4
-        with:
-          name: ${{ matrix.asset }}
-          path: launcher/out/*
-          retention-days: 3
-      - name: The signing keychain, locked again
-        if: always() && runner.os == 'macOS' && vars.MACOS_SIGN_IDENTITY != ''
-        run: ../packaging/macos/keychain.sh lock
-
-  sign:
-    needs: [decide, build]
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    # The only job that holds the release signing key, a secret of the `release` environment, which only main's real
-    # releases enter (dry runs sign with a throwaway key). It runs no code from the repository but
-    # tools/ci/sign_release.sh, which calls only the runner's sha256sum and OpenSSL (docs/release-flow.md).
-    environment: ${{ needs.decide.outputs.dry_run != 'true' && 'release' || '' }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          sparse-checkout: tools/ci/sign_release.sh
-          sparse-checkout-cone-mode: false
-          persist-credentials: false
-      - uses: actions/download-artifact@v4
-        with:
-          path: dist
-          pattern: horizon-launcher-*
-          merge-multiple: true
-      - name: Sign the checksums (SHA256SUMS, SHA256SUMS.sig)
-        env:
-          RELEASE_SIGNING_KEY: ${{ secrets.RELEASE_SIGNING_KEY }}
-          RELEASE_SIGNING_KEY_NEXT: ${{ secrets.RELEASE_SIGNING_KEY_NEXT }}
-          EPHEMERAL: ${{ needs.decide.outputs.dry_run == 'true' && 'yes' || '' }}
-          TAG: ${{ needs.decide.outputs.tag }}
-        run: bash tools/ci/sign_release.sh "$TAG" dist/horizon-launcher-*
-      - uses: actions/upload-artifact@v4
-        with:
-          name: signature
-          path: dist/SHA256SUMS*
-          if-no-files-found: error
-          retention-days: 3
-      - uses: actions/upload-artifact@v4
-        if: needs.decide.outputs.dry_run == 'true'
-        with:
-          name: ephemeral.pub
-          path: dist/ephemeral.pub
-          retention-days: 3
-
-  release:
-    needs: [decide, build, sign]
-    runs-on: ubuntu-latest
-    timeout-minutes: 15
-    permissions:
-      contents: write
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-      - name: Notes
-        env:
-          GH_TOKEN: ${{ github.token }}
-        run: |
-          python3 tools/release_train.py notes --kind launcher --tag "${{ needs.decide.outputs.tag }}" \
-            --head "${{ needs.decide.outputs.head }}" --out notes > /dev/null
-          { echo "## $(cat notes/title.txt)"; echo; cat notes/body.md; } >> "$GITHUB_STEP_SUMMARY"
-      - uses: actions/download-artifact@v4
-        with:
-          path: dist
-          merge-multiple: true
-      - name: The signature, checked as launchers check it
-        env:
-          TAG: ${{ needs.decide.outputs.tag }}
-          EPHEMERAL: ${{ needs.decide.outputs.dry_run == 'true' && 'yes' || '' }}
-        run: |
-          key=(); [[ -n "$EPHEMERAL" ]] && key=(--key "$(cat dist/ephemeral.pub)")
-          cargo run --locked --quiet -p horizon-release-sign -- verify --tag "$TAG" --publishing "${key[@]}" dist
-      # Never marked latest: Horizon's own releases stay the repository's latest.
-      - name: Publish ${{ needs.decide.outputs.tag }}
-        if: needs.decide.outputs.dry_run != 'true'
-        env:
-          GH_TOKEN: ${{ github.token }}
-          TAG: ${{ needs.decide.outputs.tag }}
-        run: |
-          signature=(); [[ -f dist/SHA256SUMS.sig ]] && signature=(dist/SHA256SUMS.sig)
-          gh release create "$TAG" --target "${{ needs.decide.outputs.head }}" --title "$(cat notes/title.txt)" \
-            --notes-file notes/body.md --latest=false dist/horizon-launcher-* dist/SHA256SUMS "${signature[@]}"
-      - name: Dry run, the release that would be published
-        if: needs.decide.outputs.dry_run == 'true'
-        run: |
-          echo "Would publish ${{ needs.decide.outputs.tag }} at ${{ needs.decide.outputs.head }}: $(cat notes/title.txt)"
-          ls -l dist
-      - uses: actions/upload-artifact@v4
-        with:
-          name: launcher-release-notes
-          path: notes/
-          retention-days: 3

.github/workflows/macos-shader-research.yml

@@ -0,0 +1,46 @@
+name: macOS shader research
+on:
+  workflow_dispatch:
+permissions:
+  contents: read
+jobs:
+  shader-worlds:
+    runs-on: macos-26
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: '25'
+      - name: Build original mod and private probe dependencies
+        run: python tools/build_mod.py
+      - name: Verify required cinematic shaders in OpenGL and Vulkan worlds
+        run: |
+          python - <<'PY'
+          import json, subprocess, sys
+          from pathlib import Path
+          observations = []
+          for backend in ['opengl', 'vulkan']:
+              case = ['--profile', 'cinematic', '--backend', backend, '--world', '--shaders']
+              result = subprocess.run([sys.executable, 'tools/test_client_graphics.py', '--native-display', *case], capture_output=True, text=True)
+              print(result.stdout, end='', flush=True)
+              print(result.stderr, end='', flush=True)
+              observation = {'case': case, 'exit_code': result.returncode}
+              if result.returncode:
+                  marker = 'HORIZON_FIXTURE_FAILURE '
+                  observation['failure'] = [json.loads(line.split(marker, 1)[1]) for line in result.stdout.splitlines() if marker in line]
+              else:
+                  observation['report'] = json.loads(Path('dist/client-graphics-smoke.json').read_text())
+              observations.append(observation)
+          Path('dist/client-graphics-shader-research.json').write_text(json.dumps(observations, indent=2) + '\n')
+          sys.exit(int(any(item['exit_code'] for item in observations)))
+          PY
+      - name: Retain selected observations including failed cases
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: macos-shader-observations
+          path: dist/client-graphics-shader-research.json

.github/workflows/macos-vulkan-research.yml

@@ -0,0 +1,59 @@
+name: macOS Vulkan research
+on:
+  workflow_dispatch:
+    inputs:
+      world:
+        description: Create or open disposable demo worlds instead of title probes
+        type: boolean
+        default: false
+permissions:
+  contents: read
+jobs:
+  native-probes:
+    runs-on: macos-26
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: '25'
+      - name: Build original mod and private probe dependencies
+        run: python tools/build_mod.py
+      - name: Probe vanilla, core and distant-terrain Vulkan cases
+        env:
+          HORIZON_GRAPHICS_WORLD: ${{ inputs.world }}
+        run: |
+          python - <<'PY'
+          import json, os, subprocess, sys
+          from pathlib import Path
+          cases = [
+              ['--profile', 'baseline', '--backend', 'vulkan'],
+              ['--profile', 'core-performance', '--backend', 'vulkan'],
+              ['--profile', 'vulkan'],
+          ]
+          if os.environ.get('HORIZON_GRAPHICS_WORLD') == 'true':
+              cases = [case + ['--world'] for case in cases]
+          observations = []
+          for case in cases:
+              result = subprocess.run([sys.executable, 'tools/test_client_graphics.py', '--native-display', *case], capture_output=True, text=True)
+              print(result.stdout, end='', flush=True)
+              print(result.stderr, end='', flush=True)
+              observation = {'case': case, 'exit_code': result.returncode}
+              if result.returncode:
+                  marker = 'HORIZON_FIXTURE_FAILURE '
+                  observation['failure'] = [json.loads(line.split(marker, 1)[1]) for line in result.stdout.splitlines() if marker in line]
+              else:
+                  observation['report'] = json.loads(Path('dist/client-graphics-smoke.json').read_text())
+              observations.append(observation)
+          Path('dist/client-graphics-vulkan-research.json').write_text(json.dumps(observations, indent=2) + '\n')
+          sys.exit(int(any(item['exit_code'] for item in observations)))
+          PY
+      - name: Retain selected observations including failed cases
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: macos-vulkan-observations
+          path: dist/client-graphics-vulkan-research.json

.github/workflows/mod-registry.yml

@@ -1,34 +0,0 @@
-name: mod-registry
-# The submission service is its own workspace (crates/horizon-mod-registry), so the checks job doesn't build
-# it: this one does, when it or horizon-mods (the checks it shares with the launcher and the game) changes.
-on:
-  push:
-    branches: [main]
-    paths:
-      - 'crates/horizon-mods/**'
-      - 'crates/horizon-mod-registry/**'
-      - '.github/workflows/mod-registry.yml'
-  pull_request:
-    paths:
-      - 'crates/horizon-mods/**'
-      - 'crates/horizon-mod-registry/**'
-      - '.github/workflows/mod-registry.yml'
-permissions:
-  contents: read
-jobs:
-  check:
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    defaults:
-      run:
-        working-directory: crates/horizon-mod-registry
-    steps:
-      - uses: actions/checkout@v4
-      - run: rustup toolchain install stable --profile minimal --component rustfmt --component clippy
-      - uses: Swatinem/rust-cache@v2
-        with:
-          workspaces: crates/horizon-mod-registry
-          save-if: ${{ github.ref == 'refs/heads/main' }}
-      - run: cargo +stable fmt --check
-      - run: cargo +stable clippy --all-targets --locked -- -D warnings
-      - run: cargo +stable test --locked

.github/workflows/nightly-build.yml

@@ -1,278 +0,0 @@
-name: nightly build
-run-name: nightly build${{ inputs.request && format(' (request {0})', inputs.request) || '' }}
-# The Nightly, the only build Horizon ships since 2026-10-28 (docs/release-flow.md "Nightly"; Ludovic). When the batch
-# train decides (release.yml, with the commit as `base`), once a night, and when a trusted
-# reviewer asks (`/nightly 2640 2642`, nightly-command.yml), it builds main plus the pull requests the reviewers
-# picked, merged in order (tools/ci/nightly_set.py), or main alone with none picked. Main is its newest commit where
-# checks and parity-main passed (or the `base` input), as for a release, and no Nightly is published while a
-# release-blocker is open. It publishes the result as the `nightly` pre-release, which every launcher and
-# `horizon-server update` install. The previous nightly stays a week as nightly-<date>.
-#
-# Why the signing key never meets the pull requests' code:
-# - `pick` merges the picked heads onto main with `git merge-tree --write-tree`: git objects only, no working tree,
-#   so none of their files reaches the disk and no hook, filter or script of theirs runs. It refuses any pull
-#   request that changes a path CODEOWNERS gives to Ludovic (this folder, tools/ci/, the signing and update code),
-#   pushes the merge as nightly/build-<date>-<n> and saves the set on the nightly-state branch.
-# - This file, game-build.yml and every script below run from main's copy: a schedule runs the default branch, and
-#   `uses: ./…` takes the caller's commit. A picked pull request's own .github/ is never read.
-# - `build` (game-build.yml, `trusted: false`) never reaches a release's tools: its macOS jobs run on the runner
-#   that already runs pull requests' parity jobs, never the release runner; its Rust cache has its own key and is
-#   never saved; and releases don't read the machine's shared sccache.
-# - `build` (game-build.yml) checks out and compiles the merge with no secrets: its token reads contents only and
-#   isn't kept in the checkout; the macOS programs are signed ad hoc (Developer ID needs the runner's keychain,
-#   which stays locked for nightlies).
-# - `sign` is the only job with RELEASE_SIGNING_KEY. It checks out nothing but main's tools/ci/sign_release.sh, which
-#   runs the runner's sha256sum and OpenSSL over the archives: it hashes them, never runs them. The signed message
-#   names the channel ("horizon release nightly"), so a nightly's signature can't pass for a release's.
-# - `publish` verifies the signature with main's horizon-release-sign, checks the smoke test, and only then moves
-#   the tag. Like sign, it never executes what build produced.
-# - The source ships with the build: `pick` writes horizon-source.tar.gz with `git archive` (git objects again, nothing
-#   run), `sign` signs it with the builds, and `publish` attaches it and tags the commit nightly-source/<date>-<short>
-#   for good (the dated release and the build branch go after 7 days; native mods pin the commit: docs/native-mods.md).
-#   gh workflow run "nightly build"                     # now (skips when the pick is the same commit as last night's)
-#   gh workflow run "nightly build" -f force=true       # build and publish even if unchanged
-#   gh workflow run "nightly build" -f dry_run=true     # build and sign with a throwaway key, publish nothing
-on:
-  schedule:
-    - cron: '17 20 * * *'  # 20:17 UTC: after the day's waves, before the 03:07 Paris parity audit takes the Mac mini
-  workflow_dispatch:
-    inputs:
-      force:
-        description: Build and publish even if tonight's pick is the commit already published
-        type: boolean
-        default: false
-      dry_run:
-        description: Build and sign with a throwaway key, publish nothing
-        type: boolean
-        default: false
-      issue:
-        description: The issue or pull request whose `/nightly` comment asked for this build (answered there)
-        type: string
-        default: ''
-      request:
-        description: The command's id, in the run's name so it can link the run
-        type: string
-        default: ''
-      prs:
-        description: A dry run's own set, `2640@<head> 2642@<head>` (the saved set stays)
-        type: string
-        default: ''
-      base:
-        description: The commit of main to build on (default main's newest with green checks and parity-main)
-        type: string
-        default: ''
-      urgent:
-        description: Past the day's cap of 12 builds (the train, for a release-now pull request or a forced run)
-        type: boolean
-        default: false
-permissions:
-  contents: read
-concurrency:
-  # One build at a time. A newer request replaces one still waiting: it builds the set as it is by then, so no pick
-  # is lost.
-  group: nightly-build
-  cancel-in-progress: false
-jobs:
-  pick:
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    permissions:
-      contents: write       # nightly/build-<date>-<n> and the nightly-state branch (main is protected)
-      issues: write         # says in the thread when the picked pull requests conflict
-      pull-requests: write
-      actions: read         # main's newest green checks and parity-main runs (the base)
-    outputs:
-      build: ${{ steps.pick.outputs.build }}
-      sha: ${{ steps.pick.outputs.sha }}
-      short: ${{ steps.pick.outputs.short }}
-      source: ${{ steps.pick.outputs.source }}
-      date: ${{ steps.pick.outputs.date }}
-      version: ${{ steps.pick.outputs.version }}
-      nightly: ${{ steps.pick.outputs.nightly }}
-      source_tag: ${{ steps.pick.outputs.source_tag }}
-      dry_run: ${{ steps.mode.outputs.dry_run }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-      - id: mode
-        # A dry run never publishes; a hand-started run off main is always one.
-        run: echo "dry_run=${{ github.event_name == 'workflow_dispatch' && (inputs.dry_run || github.ref != 'refs/heads/main') }}" >> "$GITHUB_OUTPUT"
-      - id: pick
-        env:
-          GH_TOKEN: ${{ github.token }}
-          FORCE: ${{ (inputs.force || steps.mode.outputs.dry_run == 'true') && 'yes' || '' }}
-          DRY_RUN: ${{ steps.mode.outputs.dry_run }}
-          NIGHTLY_ISSUE: ${{ inputs.issue }}
-          NIGHTLY_PRS: ${{ inputs.prs }}
-          NIGHTLY_BASE: ${{ inputs.base }}
-          NIGHTLY_URGENT: ${{ inputs.urgent }}
-        run: |
-          python3 tools/ci/nightly.py pick ${FORCE:+--force} | tee -a "$GITHUB_STEP_SUMMARY"
-          { echo; cat nightly-notes.md; } >> "$GITHUB_STEP_SUMMARY"
-      - name: Old nightly/build-* branches deleted (scheduled runs only)
-        # Ludovic, 2026-10-27: older than 7 days, but never the newest build or one a published nightly points to;
-        # nothing but nightly/build-* (nightly.py stale_builds, tests/test_nightly.py).
-        if: github.event_name == 'schedule'
-        env:
-          GH_TOKEN: ${{ github.token }}
-        run: |
-          { echo "### nightly/build-* branches"; python3 tools/ci/nightly.py prune-builds --days 7; } | tee -a "$GITHUB_STEP_SUMMARY"
-      - name: The source of the build (horizon-source.tar.gz)
-        if: steps.pick.outputs.build == 'true'
-        env:
-          SHA: ${{ steps.pick.outputs.sha }}
-        run: git archive --format=tar.gz --prefix="horizon-${SHA:0:7}/" -o horizon-source.tar.gz "$SHA"
-      - uses: actions/upload-artifact@v4
-        if: steps.pick.outputs.build == 'true'
-        with:
-          name: horizon-source
-          path: horizon-source.tar.gz
-          if-no-files-found: error
-          retention-days: 3
-      - uses: actions/upload-artifact@v4
-        with:
-          name: nightly-notes
-          path: nightly-notes.md
-          retention-days: 3
-
-  build:
-    needs: pick
-    if: needs.pick.outputs.build == 'true'
-    uses: ./.github/workflows/game-build.yml
-    with:
-      ref: ${{ needs.pick.outputs.sha }}
-      version: ${{ needs.pick.outputs.version }}
-      nightly: ${{ needs.pick.outputs.nightly }}
-      developer_id: false
-      trusted: false  # it can hold unreviewed pull requests: their own cache key, never saved, not the release runner
-
-  sign:
-    needs: [pick, build]
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    # The key's only job: main's sign_release.sh hashes the archives and signs with the runner's OpenSSL.
-    environment: ${{ needs.pick.outputs.dry_run != 'true' && 'release' || '' }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          sparse-checkout: tools/ci/sign_release.sh
-          sparse-checkout-cone-mode: false
-          persist-credentials: false
-      - uses: actions/download-artifact@v4
-        with:
-          path: dist
-          pattern: horizon-*
-          merge-multiple: true
-      - name: Sign the checksums (SHA256SUMS, SHA256SUMS.sig) for the nightly channel
-        env:
-          RELEASE_SIGNING_KEY: ${{ secrets.RELEASE_SIGNING_KEY }}
-          RELEASE_SIGNING_KEY_NEXT: ${{ secrets.RELEASE_SIGNING_KEY_NEXT }}
-          EPHEMERAL: ${{ needs.pick.outputs.dry_run == 'true' && 'yes' || '' }}
-        run: |
-          bash tools/ci/sign_release.sh nightly dist/horizon-linux-x86_64.tar.gz dist/horizon-windows-x64.zip \
-            dist/horizon-macos-arm64.zip dist/horizon-server-linux-x86_64.tar.gz dist/horizon-source.tar.gz
-      - uses: actions/upload-artifact@v4
-        with:
-          name: signature
-          path: dist/SHA256SUMS*
-          if-no-files-found: error
-          retention-days: 3
-      - uses: actions/upload-artifact@v4
-        if: needs.pick.outputs.dry_run == 'true'
-        with:
-          name: ephemeral.pub
-          path: dist/ephemeral.pub
-          retention-days: 3
-
-  publish:
-    needs: [pick, build, sign]
-    runs-on: ubuntu-latest
-    timeout-minutes: 15
-    permissions:
-      contents: write
-      issues: read          # the open release-blocker issues (gate)
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-      - uses: actions/download-artifact@v4
-        with:
-          path: dist
-          merge-multiple: true
-      - name: The signature, checked as launchers check it
-        env:
-          EPHEMERAL: ${{ needs.pick.outputs.dry_run == 'true' && 'yes' || '' }}
-        run: |
-          key=(); [[ -n "$EPHEMERAL" ]] && key=(--key "$(cat dist/ephemeral.pub)")
-          cargo run --locked --quiet -p horizon-release-sign -- verify --tag nightly --publishing "${key[@]}" dist
-      - name: Ready to publish (the smoke test drew a world, no release-blocker is open)
-        # Right before publishing, as for a release: an issue labelled while the builds ran still holds it. A dry run
-        # only reports what a real run would do (that is how a blocker's fix is tried).
-        env:
-          GH_TOKEN: ${{ github.token }}
-          DRY_RUN: ${{ needs.pick.outputs.dry_run }}
-        run: |
-          if ! python3 tools/release_train.py gate --kind game --smoke dist/smoke-test.json --blockers; then
-            [[ "$DRY_RUN" == true ]] || { echo "::error::Nothing published"; exit 1; }
-            echo "::warning::A real run would publish nothing"
-          fi
-      - name: Publish as the `nightly` pre-release
-        if: needs.pick.outputs.dry_run != 'true'
-        env:
-          GH_TOKEN: ${{ github.token }}
-          SHA: ${{ needs.pick.outputs.sha }}
-          DATE: ${{ needs.pick.outputs.date }}
-          SOURCE_TAG: ${{ needs.pick.outputs.source_tag }}
-        run: |
-          set -euo pipefail
-          python3 tools/ci/nightly.py rotate
-          signature=(); [[ -f dist/SHA256SUMS.sig ]] && signature=(dist/SHA256SUMS.sig)
-          # A pre-release, never GitHub's latest: the latest stays the last vX.Y.Z, which launchers and servers from
-          # before the Nightly-only switch keep (they don't read Nightlies).
-          gh release create nightly --prerelease --latest=false --target "$SHA" \
-            --title "Nightly $DATE · ${SHA:0:7}" --notes-file dist/nightly-notes.md \
-            "dist/horizon-linux-x86_64.tar.gz#Nightly game files: Linux (horizon-linux-x86_64.tar.gz)" \
-            "dist/horizon-windows-x64.zip#Nightly game files: Windows (horizon-windows-x64.zip)" \
-            "dist/horizon-macos-arm64.zip#Nightly game files: macOS (horizon-macos-arm64.zip)" \
-            "dist/horizon-server-linux-x86_64.tar.gz#Nightly dedicated server for Linux (horizon-server-linux-x86_64.tar.gz)" \
-            "dist/horizon-source.tar.gz#Source of this Nightly, commit ${SHA:0:7} (horizon-source.tar.gz; kept for good as the tag $SOURCE_TAG)" \
-            dist/SHA256SUMS "${signature[@]}" dist/smoke-test.json
-          python3 tools/ci/nightly.py keep-source "$SHA" "$DATE"
-          python3 tools/ci/nightly.py prune --days 7
-      - name: Dry run, the nightly that would be published
-        if: needs.pick.outputs.dry_run == 'true'
-        run: |
-          echo "Would publish nightly at ${{ needs.pick.outputs.sha }} (${{ needs.pick.outputs.source }})"
-          ls -l dist
-
-  answer:
-    # Tells the thread that asked for this build how it ended. A conflict `pick` already explained there.
-    needs: [pick, build, sign, publish]
-    if: always() && inputs.issue != '' && needs.pick.result == 'success'
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      issues: write
-      pull-requests: write
-    steps:
-      - env:
-          GH_TOKEN: ${{ github.token }}
-          ISSUE: ${{ inputs.issue }}
-          BUILD: ${{ needs.pick.outputs.build }}
-          PUBLISHED: ${{ needs.publish.result }}
-          DRY_RUN: ${{ needs.pick.outputs.dry_run }}
-          NAME: Nightly ${{ needs.pick.outputs.date }} · ${{ needs.pick.outputs.short }}
-          RUN: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
-        run: |
-          if [[ "$BUILD" != true ]]; then
-            text="nothing new: the published Nightly is already this build."
-          elif [[ "$PUBLISHED" == success && "$DRY_RUN" == true ]]; then
-            text="the dry run built and signed $NAME; nothing was published. $RUN"
-          elif [[ "$PUBLISHED" == success ]]; then
-            text="published $NAME: https://github.com/$GITHUB_REPOSITORY/releases/tag/nightly. Launchers install it at their next check."
-          else
-            text="the build failed, nothing was published: $RUN"
-          fi
-          gh api "repos/$GITHUB_REPOSITORY/issues/$ISSUE/comments" -f body="🤖 Nightly: $text"

.github/workflows/nightly-command.yml

@@ -1,46 +0,0 @@
-name: nightly command
-# `/nightly …` comments: the trusted reviewers in .github/trusted-reviewers.txt (and Ludovic) pick the pull requests
-# the Nightly holds (docs/release-flow.md "Nightly channel", tools/ci/nightly_set.py). This job only checks who asked,
-# saves the set on the nightly-state branch, starts `nightly build` and answers in the thread.
-#
-# Why no pull request's code runs here, though the token can write:
-# - `issue_comment` always runs this file from main, whoever comments and wherever; a pull request's own copy of it
-#   is never read.
-# - It checks out main and runs main's nightly_set.py. The comment's text and author reach it as env vars, never in
-#   a shell line.
-# - It never checks out, fetches or merges a pull request: it reads their file lists through the API. The merge
-#   happens in nightly-build.yml's `pick`, with git objects only; their code runs in its `build`, without secrets.
-on:
-  issue_comment:
-    types: [created]
-permissions:
-  contents: read
-jobs:
-  command:
-    # Every other comment skips here, before a runner starts.
-    if: startsWith(github.event.comment.body, '/nightly') && github.event.comment.user.type != 'Bot'
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: write       # the nightly-state branch (main is protected)
-      actions: write        # starts `nightly build`
-      issues: write         # answers in the thread
-      pull-requests: write
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: main
-          persist-credentials: false
-          sparse-checkout: |
-            .github/CODEOWNERS
-            .github/trusted-reviewers.txt
-            tools/ci/nightly_set.py
-          sparse-checkout-cone-mode: false
-      - name: Run the command
-        env:
-          GH_TOKEN: ${{ github.token }}
-          BODY: ${{ github.event.comment.body }}
-          AUTHOR: ${{ github.event.comment.user.login }}
-          ISSUE: ${{ github.event.issue.number }}
-          COMMENT_URL: ${{ github.event.comment.html_url }}
-        run: python3 tools/ci/nightly_set.py command

.github/workflows/nightly.yml

@@ -1,90 +0,0 @@
-name: nightly audit
-# Every vanilla harness, from scratch, on main, at 03:00 Paris time on the Mac mini's runner (it holds the
-# maintainer's own Minecraft files). The resources are prepared again first when the preparer or its exporters
-# changed (tools/ci/vanilla-data.sh). A harness that passed in the previous audit and fails now gets an issue
-# labelled parity-regression (one per harness); its issue closes when it passes again
-# (tools/ci/parity_issues.py). The bugs session picks those up. See docs/release-flow.md.
-#   gh workflow run "nightly audit"                    # now
-#   gh workflow run "nightly audit" -f dry_run=true    # the audit, without touching issues
-on:
-  schedule:
-    # GitHub's schedules are in UTC: both, and the first step keeps the one that is 03:07 in Paris today.
-    - cron: '7 1 * * *'
-    - cron: '7 2 * * *'
-  workflow_dispatch:
-    inputs:
-      dry_run:
-        description: Run the audit, but only print what it would do with issues
-        type: boolean
-        default: false
-permissions:
-  contents: read
-  issues: write
-concurrency:
-  group: nightly-audit
-  cancel-in-progress: false
-env:
-  # Test runs never reach the telemetry server: no live-count ping, no uploads (docs/telemetry.md).
-  HORIZON_TELEMETRY_URL: "off"
-
-jobs:
-  audit:
-    # The Mac mini's runners only: the audit compares with the previous one, so it stays on one platform.
-    runs-on: [self-hosted, horizon-game, macOS]
-    timeout-minutes: 240  # every harness (~80 min) plus lan_integration (~40 min an attempt under load, retried)
-    steps:
-      - name: 03:07 in Paris
-        id: when
-        env:
-          SCHEDULE: ${{ github.event.schedule }}
-        run: |
-          # Which cron is 03:07 in Paris, from Paris's offset today: GitHub can start a schedule hours late, so the
-          # clock at start time can't tell (on 2026-10-26 both started after 04:00 Paris and both skipped).
-          offset=$(TZ=Europe/Paris date +%z)
-          ours=$([ "$offset" = +0200 ] && echo '7 1 * * *' || echo '7 2 * * *')
-          if [[ "${{ github.event_name }}" == schedule && "$SCHEDULE" != "$ours" ]]; then
-            echo "Paris is at UTC${offset} today: the '$ours' schedule runs the audit."
-            echo "run=false" >> "$GITHUB_OUTPUT"
-          else
-            echo "run=true" >> "$GITHUB_OUTPUT"
-          fi
-      - uses: actions/checkout@v4
-        if: steps.when.outputs.run == 'true'
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-          # Keeps .local/ (parity state, probe builds, the previous audit) and target/.
-          clean: false
-      - uses: dtolnay/rust-toolchain@stable
-        if: steps.when.outputs.run == 'true'
-      - name: Tools from the runner
-        if: steps.when.outputs.run == 'true'
-        run: bash tools/ci/runner-env.sh
-      - name: Vanilla data, prepared again if the preparer changed
-        if: steps.when.outputs.run == 'true'
-        run: bash tools/ci/vanilla-data.sh
-      - name: Every harness
-        id: audit
-        if: steps.when.outputs.run == 'true'
-        env:
-          PARITY_HOSTS: ''
-        run: |
-          echo "since=$(date +%Y-%m-%dT%H:%M:%S)" >> "$GITHUB_OUTPUT"
-          set +e
-          # lan_integration (the whole lan_e2e suite) takes ~2,400 s under load, past the usual 1,800.
-          python3 tools/parity.py --all --timeout 3000 2>&1 | tee "$RUNNER_TEMP/audit.log"
-          echo "exit=${PIPESTATUS[0]}" >> "$GITHUB_OUTPUT"
-          { echo '```'; tail -40 "$RUNNER_TEMP/audit.log"; echo '```'; } >> "$GITHUB_STEP_SUMMARY"
-      - name: Issues for the harnesses that regressed
-        if: steps.when.outputs.run == 'true' && always() && steps.audit.outputs.since
-        env:
-          GH_TOKEN: ${{ github.token }}
-        run: python3 tools/ci/parity_issues.py --since "${{ steps.audit.outputs.since }}" ${{ inputs.dry_run && '--dry-run' || '' }} | tee -a "$GITHUB_STEP_SUMMARY"
-      - name: Logs of the failed harnesses
-        if: steps.when.outputs.run == 'true' && steps.audit.outputs.exit != '0'
-        uses: actions/upload-artifact@v4
-        with:
-          name: nightly-parity-logs
-          path: .local/parity-runner/logs/
-          if-no-files-found: ignore
-          retention-days: 7

.github/workflows/parity-main.yml

@@ -1,77 +0,0 @@
-name: parity-main
-# The vanilla harnesses on main, a batch of merges at a time (docs/release-flow.md#parity-on-main), on the Mac mini's
-# runner. One run at a time: merges that land while a run goes on wait in one pending run (GitHub keeps only the
-# newest), which checks every merge since main's last green parity-main (tools/parity_main.py base). On a failure it
-# bisects the failing harnesses over those merges and comments on the pull request that broke them. Releases ship
-# only a commit whose parity-main passed (tools/release_train.py), so nothing a harness catches reaches players.
-on:
-  push:
-    branches: [main]
-  workflow_dispatch:
-permissions:
-  contents: read
-  # The comment on the merge that broke a harness.
-  pull-requests: write
-  # tools/parity_main.py base reads earlier runs.
-  actions: read
-concurrency:
-  group: parity-main
-  cancel-in-progress: false
-env:
-  # Test runs never reach the telemetry server: no live-count ping, no uploads (docs/telemetry.md).
-  HORIZON_TELEMETRY_URL: "off"
-
-jobs:
-  parity-main:
-    # A Mac mini runner of its own (ludovics-mac-mini-2 holds only this label since 2026-10-26): behind PR parity jobs
-    # this run waited 2 h while every merge replaced the pending one, and on the release runner a release then waited
-    # behind the next run. PR parity jobs have ludovics-mac-mini and playhorizon. Not playhorizon: its 4 CPUs
-    # make a core-crate run several times longer, and a failure here bisects and comments on merges.
-    runs-on: [self-hosted, macOS, horizon-parity-main]
-    timeout-minutes: 240  # a core-crate batch reruns ~300 harnesses (~60-90 min), a bisect a few rounds of the failures
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: ${{ github.sha }}
-          fetch-depth: 0
-          persist-credentials: false
-          # Keeps .local/ (parity state, probe builds, oracle results) and target/ between runs.
-          clean: false
-      - uses: dtolnay/rust-toolchain@stable
-      - name: Tools from the runner
-        run: bash tools/ci/runner-env.sh
-      - name: Vanilla data, and resources prepared by this preparer
-        run: bash tools/ci/vanilla-data.sh
-      - name: Main's last green parity-main
-        id: base
-        env:
-          GH_TOKEN: ${{ github.token }}
-        run: echo "sha=$(python3 tools/parity_main.py base)" >> "$GITHUB_OUTPUT"
-      - name: The harnesses the merges since then can affect
-        id: harnesses
-        # A failure here is judged by the next step: the run passes when every failed harness passes again at HEAD.
-        continue-on-error: true
-        env:
-          PARITY_HOSTS: ''
-          BASE_SHA: ${{ steps.base.outputs.sha }}
-        run: |
-          echo "Merges since ${BASE_SHA}:"
-          git log --first-parent --format='  %h %s' "$BASE_SHA..HEAD"
-          python3 tools/parity.py --changed "$BASE_SHA" --timeout 2400
-      - name: A flake, or the merge that broke them
-        if: steps.harnesses.outcome == 'failure'
-        env:
-          GH_TOKEN: ${{ github.token }}
-          PARITY_HOSTS: ''
-          BASE_SHA: ${{ steps.base.outputs.sha }}
-        run: |
-          rm -rf .local/parity-main-logs && cp -R .local/parity-runner/logs .local/parity-main-logs 2>/dev/null || true
-          python3 tools/parity_main.py bisect "$BASE_SHA" --comment
-      - name: Logs of the failed harnesses
-        if: steps.harnesses.outcome == 'failure'
-        uses: actions/upload-artifact@v4
-        with:
-          name: parity-main-logs
-          path: .local/parity-main-logs/
-          if-no-files-found: ignore
-          retention-days: 7

.github/workflows/parity.yml

@@ -1,97 +0,0 @@
-name: parity
-# The vanilla harnesses a pull request's changes can affect, on the Mac mini's runner or playhorizon's, which hold the
-# maintainer's own Minecraft files (Horizon never downloads the game). Called by ci.yml for pull requests from this repository
-# and by run-parity.yml when a maintainer labels a fork's pull request run-parity. See docs/release-flow.md.
-on:
-  workflow_call:
-    inputs:
-      base:
-        description: The pull request's base commit (the harnesses its changes since then can affect)
-        type: string
-        required: true
-      head:
-        description: The commit to check out and test
-        type: string
-        required: true
-      full:
-        description: >-
-          The pull request carries the full-parity label (a change every harness reaches, such as a crate split): it
-          runs on playhorizon's runner only, so the Mac mini's runners stay free for the others. While that runner is
-          busy the job waits for it.
-        type: boolean
-        default: false
-permissions:
-  contents: read
-env:
-  # Test runs never reach the telemetry server: no live-count ping, no uploads (docs/telemetry.md).
-  HORIZON_TELEMETRY_URL: "off"
-
-jobs:
-  parity:
-    runs-on: ${{ inputs.full && fromJSON('["self-hosted", "horizon-game", "playhorizon"]') || fromJSON('["self-hosted", "horizon-game"]') }}
-    # A change to core crates reruns ~350 harnesses: ~60-90 min on the Mac mini; on playhorizon (4 of its 8 vCPUs, 4
-    # harnesses at a time) up to a few hours, and any pull request's job may land there.
-    timeout-minutes: ${{ inputs.full && 360 || 180 }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          # The commit the event names: a fork's later pushes need another run-parity label. The next step merges
-          # main into it.
-          ref: ${{ inputs.head }}
-          fetch-depth: 0
-          persist-credentials: false
-          # Keeps .local/ (parity state, probe builds, oracle results) and target/ between runs.
-          clean: false
-      - name: The head merged into main (what merging it would land)
-        id: merge
-        env:
-          BASE_SHA: ${{ inputs.base }}
-          HEAD_SHA: ${{ inputs.head }}
-        run: |
-          # Harness fixes and game fixes that reached main since the branch was made then apply here too: a head
-          # tested alone failed harnesses already fixed on main (server_knockback before #2114, mob_ai's heap before
-          # #2270, save_roundtrip before #2212). Selection then compares with this main, so it sees only the pull
-          # request's own changes. A head that conflicts with main is tested alone.
-          set -euo pipefail
-          git merge --abort 2>/dev/null || true
-          git fetch -q --no-tags origin +refs/heads/main:refs/remotes/origin/main
-          main=$(git rev-parse origin/main)
-          if git -c user.name=parity -c user.email=parity@localhost merge -q --no-edit --no-ff "$main" >/dev/null 2>&1; then
-            echo "base=$main" >> "$GITHUB_OUTPUT"
-            echo "Tested: head ${HEAD_SHA:0:9} merged into main ${main:0:9}" | tee -a "$GITHUB_STEP_SUMMARY"
-          else
-            git merge --abort
-            echo "base=$BASE_SHA" >> "$GITHUB_OUTPUT"
-            echo "::warning::head ${HEAD_SHA:0:9} conflicts with main ${main:0:9}: tested alone, without main's fixes"
-            echo "Tested: head ${HEAD_SHA:0:9} alone (it conflicts with main ${main:0:9})" | tee -a "$GITHUB_STEP_SUMMARY"
-          fi
-      - uses: dtolnay/rust-toolchain@stable
-      - name: Tools from the runner
-        run: bash tools/ci/runner-env.sh
-      - name: Vanilla data, and resources prepared by this preparer
-        run: bash tools/ci/vanilla-data.sh
-      - name: The prepared output is the one the preparer's OUTPUT_VERSION says
-        env:
-          BASE_SHA: ${{ steps.merge.outputs.base }}
-        run: |
-          # A head made before OUTPUT_VERSION (#1947) that conflicts with main has neither the tool nor the number.
-          if [ ! -f tools/prepare_output.py ] || ! grep -q OUTPUT_VERSION crates/horizon-prepare/src/lib.rs; then
-            echo "This head's preparer has no OUTPUT_VERSION: nothing to check"
-            exit 0
-          fi
-          python3 tools/prepare_output.py check --cache --base "$BASE_SHA"
-      - name: The version constants are the pinned jar's
-        run: python3 tools/gen_version_consts.py --check
-      - name: The harnesses this change can affect
-        env:
-          PARITY_HOSTS: ''
-          BASE_SHA: ${{ steps.merge.outputs.base }}
-        run: python3 tools/parity.py --changed "$BASE_SHA" --timeout 2400  # world_spawn takes ~1480 s on a busy runner
-      - name: Logs of the failed harnesses
-        if: failure()
-        uses: actions/upload-artifact@v4
-        with:
-          name: parity-logs
-          path: .local/parity-runner/logs/
-          if-no-files-found: ignore
-          retention-days: 3

.github/workflows/release.yml

@@ -1,90 +0,0 @@
-name: release
-# Automatic game releases (docs/release-flow.md). Horizon ships only the Nightly since 2026-10-28 (Ludovic): this
-# workflow is the batch train that decides when a new Nightly goes out, and `nightly build` (nightly-build.yml) builds,
-# signs and publishes it. After every green `checks` run on main, every 10 minutes (so a batch waiting for merges to
-# settle goes out without another merge) and by hand, tools/release_train.py decides, for a commit whose checks and
-# parity-main (the vanilla harnesses on main) both passed: a Nightly when 5 pull requests merged since the published
-# Nightly changed what players run and the newest merged 5 minutes ago, or when the oldest has waited 6 hours, or at
-# once for a pull request labelled release-now. RELEASES_PAUSED=1 (repository variable) stops it; so does an open issue
-# labelled release-blocker, forced runs too (nightly-build.yml checks again before publishing). One Nightly build at a
-# time, at most 12 a day (release-now and force=true pass the cap). No `vX.Y.Z` game release is made any more.
-#   gh workflow run release --ref <branch>                       # dry run: decides, starts nothing
-#   gh workflow run release -f dry_run=false -f force=true       # on main: a Nightly now, whatever the rules say
-on:
-  workflow_run:
-    # A game release ships a commit both passed on (parity-main runs on batches: the newest commit it passed on).
-    workflows: [checks, parity-main]
-    types: [completed]
-    branches: [main]
-  schedule:
-    - cron: '2-59/10 * * * *'
-  workflow_dispatch:
-    inputs:
-      dry_run:
-        description: Decide only; start no Nightly build
-        type: boolean
-        default: true
-      force:
-        description: A Nightly even without player-facing changes, before merges settle, while paused or past the day's cap
-        type: boolean
-        default: false
-permissions:
-  contents: read
-  # The open release-blocker issues (decide).
-  issues: read
-  # The checks, parity-main and nightly build runs (decide).
-  actions: read
-concurrency:
-  # One release at a time. A hand-started dry run publishes nothing, so it can't race a real release: it gets a
-  # group of its own. In the shared group, a release queued behind it replaced it as the pending run and GitHub
-  # cancelled it (#2779's dry run, 2026-10-27), which happens all day while releases go out in batches.
-  group: game-release${{ github.event_name == 'workflow_dispatch' && inputs.dry_run && '-dry-run' || '' }}
-  cancel-in-progress: false
-jobs:
-  decide:
-    if: >-
-      github.event_name != 'workflow_run' ||
-      (github.event.workflow_run.conclusion == 'success' && github.event.workflow_run.event == 'push')
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    outputs:
-      release: ${{ steps.decide.outputs.release }}
-      head: ${{ steps.decide.outputs.head }}
-      urgent: ${{ steps.decide.outputs.urgent }}
-      dry_run: ${{ steps.mode.outputs.dry_run }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-      - id: mode
-        # A dry run never publishes; a hand-started run off main is always one.
-        run: echo "dry_run=${{ github.event_name == 'workflow_dispatch' && (inputs.dry_run || github.ref != 'refs/heads/main') }}" >> "$GITHUB_OUTPUT"
-      - id: decide
-        env:
-          GH_TOKEN: ${{ github.token }}
-          RELEASES_PAUSED: ${{ vars.RELEASES_PAUSED }}
-          # The commit whose checks or parity-main just passed; a dry run builds the branch it was started on;
-          # otherwise main's newest commit with green checks and parity-main.
-          HEAD_SHA: ${{ github.event.workflow_run.head_sha || (steps.mode.outputs.dry_run == 'true' && github.sha) || '' }}
-          FORCE: ${{ inputs.force && 'yes' || '' }}
-        run: |
-          python3 tools/release_train.py decide --kind game ${HEAD_SHA:+--head "$HEAD_SHA"} ${FORCE:+--force} | tee decision.json
-          echo "### $(jq -r '.reason' decision.json)" >> "$GITHUB_STEP_SUMMARY"
-
-  nightly:
-    # The Nightly is the release: nightly-build.yml builds the decided commit plus the reviewers' picks, signs it for
-    # the Nightly channel and publishes it once its smoke test passed and no release-blocker is open.
-    needs: decide
-    if: needs.decide.outputs.release == 'true' && needs.decide.outputs.dry_run != 'true'
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      actions: write  # starts `nightly build`
-    steps:
-      - env:
-          GH_TOKEN: ${{ github.token }}
-          HEAD_SHA: ${{ needs.decide.outputs.head }}
-          URGENT: ${{ needs.decide.outputs.urgent }}
-        run: |
-          gh workflow run nightly-build.yml --repo "$GITHUB_REPOSITORY" --ref main -f base="$HEAD_SHA" -f urgent="$URGENT"
-          echo "### Started \`nightly build\` on ${HEAD_SHA:0:9}" >> "$GITHUB_STEP_SUMMARY"

.github/workflows/run-parity.yml

@@ -1,29 +0,0 @@
-name: run-parity
-# A fork's pull request runs the parity job (parity.yml) on the Mac mini only when a maintainer who has read the
-# change adds the run-parity label: once, on the commit the pull request has then. Remove the label and add it
-# again after new pushes. A separate workflow, so that labels never start `checks`: there a label's run reported a
-# skipped `verify`, and GitHub counts a skipped required check as passed.
-on:
-  pull_request:
-    # A push starts a run only to cancel the old head's (see concurrency): the job runs on the label alone.
-    types: [labeled, synchronize]
-permissions:
-  contents: read
-concurrency:
-  # The run-parity label and pushes share one group per pull request, so the newest run cancels the one before: a
-  # pushed pull request's run tested a head the merge would no longer land. Any other label gets a group of its own:
-  # in the shared one, adding needs-proof cancelled the parity run queued seconds before (run 40766180150).
-  group: run-parity-${{ github.event.pull_request.number }}${{ github.event.action == 'labeled' && github.event.label.name != 'run-parity' && format('-{0}', github.run_id) || '' }}
-  cancel-in-progress: true
-env:
-  # Test runs never reach the telemetry server: no live-count ping, no uploads (docs/telemetry.md).
-  HORIZON_TELEMETRY_URL: "off"
-
-jobs:
-  parity:
-    if: github.event.label.name == 'run-parity'
-    uses: ./.github/workflows/parity.yml
-    with:
-      base: ${{ github.event.pull_request.base.sha }}
-      head: ${{ github.event.pull_request.head.sha }}
-      full: ${{ contains(github.event.pull_request.labels.*.name, 'full-parity') }}

.github/workflows/telemetry-server.yml

@@ -1,34 +0,0 @@
-name: telemetry-server
-# The ingest server is its own workspace (crates/horizon-telemetry-server), so the checks job doesn't build
-# it: this one does, when it or the crate it shares with the launcher and the game changes.
-on:
-  push:
-    branches: [main]
-    paths:
-      - 'crates/horizon-telemetry/**'
-      - 'crates/horizon-telemetry-server/**'
-      - '.github/workflows/telemetry-server.yml'
-  pull_request:
-    paths:
-      - 'crates/horizon-telemetry/**'
-      - 'crates/horizon-telemetry-server/**'
-      - '.github/workflows/telemetry-server.yml'
-permissions:
-  contents: read
-jobs:
-  check:
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    defaults:
-      run:
-        working-directory: crates/horizon-telemetry-server
-    steps:
-      - uses: actions/checkout@v4
-      - run: rustup toolchain install stable --profile minimal --component rustfmt --component clippy
-      - uses: Swatinem/rust-cache@v2
-        with:
-          workspaces: crates/horizon-telemetry-server
-          save-if: ${{ github.ref == 'refs/heads/main' }}
-      - run: cargo +stable fmt --check
-      - run: cargo +stable clippy --all-targets --locked -- -D warnings
-      - run: cargo +stable test --locked

.github/workflows/triage-command.yml

@@ -1,48 +0,0 @@
-name: triage command
-# `/close`, `/reopen`, `/label`, `/unlabel` comments: the trusted reviewers in .github/trusted-reviewers.txt (and
-# Ludovic) triage issues and pull requests without any repository role (docs/release-flow.md "Trusted reviewers",
-# tools/ci/triage_command.py).
-#
-# Why no pull request's code runs here, though the token can write:
-# - `issue_comment` always runs this file from main, whoever comments and wherever.
-# - It checks out main's script and list only, never a pull request; it reads threads through the API.
-# - The comment's text and author reach the script as env vars, never in a shell line. The token stays in the step.
-on:
-  issue_comment:
-    types: [created]
-permissions:
-  contents: read
-jobs:
-  command:
-    # Every other comment skips here, before a runner starts.
-    if: >-
-      github.event.comment.user.type != 'Bot' && (
-      startsWith(github.event.comment.body, '/close') ||
-      startsWith(github.event.comment.body, '/reopen') ||
-      startsWith(github.event.comment.body, '/label') ||
-      startsWith(github.event.comment.body, '/unlabel'))
-    runs-on: ubuntu-latest
-    timeout-minutes: 5
-    permissions:
-      contents: read
-      issues: write
-      pull-requests: write
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          ref: main
-          persist-credentials: false
-          sparse-checkout: |
-            .github/trusted-reviewers.txt
-            tools/ci/nightly_set.py
-            tools/ci/triage_command.py
-          sparse-checkout-cone-mode: false
-      - name: Run the command
-        env:
-          GH_TOKEN: ${{ github.token }}
-          BODY: ${{ github.event.comment.body }}
-          AUTHOR: ${{ github.event.comment.user.login }}
-          ISSUE: ${{ github.event.issue.number }}
-          REPO: ${{ github.repository }}
-          COMMENT_URL: ${{ github.event.comment.html_url }}
-        run: python3 tools/ci/triage_command.py command

.gitignore

@@ -16,21 +16,3 @@
 /dist/
 /mods/horizon/build/
 /saves/
-/backups/
-/tools/logs/
-.DS_Store
-# What the client writes to its working directory when run from the repo root.
-/options.txt
-/horizon.txt
-/horizon-graphics.txt
-/horizon-controller.txt
-/horizon-extras.txt
-/horizon-player.txt
-/servers.dat
-/screenshots/
-/.horizon-cache/
-/crash-reports/
-/debug/
-
-# Release-only compiled original exporter bundle.
-/exporters/

AGENTS.md

@@ -1,190 +0,0 @@
-# Horizon: a map for agents
-
-Minecraft: Java Edition 26.3 rewritten in Rust (wgpu). Vanilla is the specification wherever it has the
-feature. Read [CONTRIBUTING.md](CONTRIBUTING.md) once; this page tells you where things are.
-Feature → files → harness for the most-changed areas: [docs/architecture.md](docs/architecture.md).
-
-## Rules that bite
-
-- **Never commit Mojang's files**: game jars, assets, decompiled source, prepared resources (`.local/`).
-  `tools/check_public_tree.py` rejects them; `git config core.hooksPath .githooks` runs it on commit.
-- **Keep your runs away from real player data.** Any game or launcher you start gets fresh `mktemp -d`
-  folders in `HORIZON_HOME` (the game's data), `HORIZON_LAUNCHER_HOME`, `XDG_DATA_HOME` and
-  `XDG_CONFIG_HOME`, plus `HORIZON_LAUNCHER_NO_SELF_UPDATE=1` and `HORIZON_NO_AUDIO=1`, and, for the
-  launcher, `HORIZON_LAUNCHER_TRASH`, `HORIZON_LAUNCHER_CLIPBOARD` and `HORIZON_LAUNCHER_DESKTOP` pointing into the scratch home. Never write to
-  `~/.local/share/{applications,horizon,horizon-launcher}` or `~/.local/bin`.
-- **Mark what an agent posts.** A PR body starts with a line naming whose agent opened it and with what.
-  Ludovic's agents write `> 🤖 Opened by Ludovic's AI agent (Claude), not by Ludovic himself.`, and a
-  contributor's agent names its own person and tool (issues: "Filed by", reviews: "Review by"). Every
-  comment starts with `🤖 Agent:`. Never write as Ludovic or as anyone else.
-- **Attribution.** Commits end with a `Co-Authored-By:` line for the agent that wrote them, and PR bodies
-  with that agent's own "Generated with" line. Ludovic's agents use
-  `Co-Authored-By: Claude <model> <[email protected]>` and
-  `🤖 Generated with [Claude Code](https://claude.com/claude-code)`.
-- Everything players run is Rust. Python/Java only for dev tools and harness drivers in `tools/`.
-- Horizon-only features follow [docs/design-system.md](docs/design-system.md) and are off by default where
-  they would change the vanilla look.
-- Small PRs (< ~500 lines). Labels: `feature` (players get something new), `skip-release` (they see no
-  change), none for a fix. Agents never add `release-now`: the maintainer decides it. Merges ship in batches of 5, or after
-  6 hours ([docs/release-flow.md](docs/release-flow.md)).
-- Contributors first: `gh pr list --state open --search <area>` before you start; never duplicate theirs.
-
-## Crates
-
-Game workspace (root `Cargo.toml`); `launcher/` and `crates/horizon-telemetry-server` are separate workspaces.
-
-| Crate | Owns |
-|---|---|
-| `horizon-client` | The game: a lib (`src/lib.rs`, ~100 flat modules: gameplay, networking, title screens) and the bin (`src/main.rs` → `game.rs` + `game/`), plus `horizon-ctl` (`src/bin/horizon-ctl/`). Also the dedicated server (`--dedicated`) |
-| `horizon-items` | Blocks and items below gameplay: `blocks.rs` (block facts), `items.rs`, `item_data.rs` (components), `enchant.rs`, `cooldowns.rs`, `bundle.rs`, `item_nbt.rs`. Re-exported as `horizon_client::items`... |
-| `horizon-command` | Command parsing (Brigadier): the vanilla tree, argument types, selectors, suggestions, the tree's network form. Re-exported as `horizon_client::command` |
-| `horizon-client-core` | The client lib's bottom layer: `text.rs`, `lang.rs`, `snbt.rs`, `nbt_path.rs`, `component.rs`, `scoreboard.rs`, `bossbar.rs`, `gamerules.rs`, `block_entity_nbt.rs`, registry/particle/sound tables. Re-exported under the old paths (`horizon_client::text`...) |
-| `horizon-client-input` | Key bindings and key names, toggle keys, mouse options, controller settings and glyphs, the clipboard, window options (`keybinds.rs`, `gamepad.rs`, `mouse.rs`, `window.rs`...). Re-exported under the old paths |
-| `horizon-client-render` | The client's world data, rendering and screens (chunks, meshing, light, streaming, `gfx`, HUD, menus, settings): ~80 modules that horizon-client re-exports under the same paths. Nothing in it reaches gameplay |
-| `horizon-world` | Vanilla world data with no gameplay loop: NBT, regions, chunks, `datafix/`, `worldgen/`, `level/` (server-side block behaviour, ticks, redstone), entity physics, items, effects, food, damage |
-| `horizon-core` | Simulation primitives: Java `Random`s, `jmath` (HotSpot-exact `Math`), positions, noise, density, paletted storage, `version.rs` (the pinned version) |
-| `horizon-protocol` | Network protocol 777: codecs, framing, encryption, `packets/{handshake,status,login,configuration,play}.rs`, `entity_data.rs` |
-| `horizon-assets` | Resource decoding: block-state and item models, baking, atlases |
-| `horizon-prepare` | Builds `.local/horizon-client/26.3` from the player's own Minecraft install (runs the Java exporters) |
-| `horizon-server` | `horizon-server`: `server.toml`, CLI, supervisor of the headless game ([docs/hosting.md](docs/hosting.md)) |
-| `horizon-server-files` | `server.properties`, eula, ops/whitelist/bans, usercache |
-| `horizon-friends`, `horizon-relay` | Play with Friends: invite codes, encrypted tunnel, the relay ([docs/play-with-friends.md](docs/play-with-friends.md)) |
-| `horizon-mods`, `horizon-mod-sdk`, `cargo-horizon-mod` | Sandboxed WebAssembly mods: runtime, SDK + WIT, `cargo horizon-mod` ([docs/mods.md](docs/mods.md)) |
-| `horizon-port-pack` | Porting Java modpacks ([docs/modpacks.md](docs/modpacks.md)) |
-| `horizon-shader-api` | Horizon's own WGSL shader packs ([docs/api/shaders.md](docs/api/shaders.md)): `horizon-shaders.toml`, the `.hshader` package; shared by the game, the launcher and the registry |
-| `horizon-shaders` | Shader packs (the `shaders/` folder format), rebuilt clean-room from a written spec of the format; no wgpu |
-| `horizon-theme` | Design tokens and fonts for the launcher, the game's own menus and the website |
-| `horizon-telemetry`, `horizon-telemetry-server`, `horizon-bench` | Opt-in data collection, its ingest server, the benchmark report format |
-| `horizon-dualsense`, `horizon-threads`, `horizon-release-sign`, `horizon-bots`, `xtask` | DualSense output, thread priorities, signed release checksums, load-test bots, repo tasks |
-| `launcher/` | GPUI launcher: `main.rs` (UI), `backend.rs` (installs, updates), `cli.rs`, `mcp.rs`, `*_page.rs` |
-
-Other top-level folders: `tools/` (harnesses and dev scripts), `tests/` (Python unit tests: `python3 -m
-unittest discover -s tests`), `mods/horizon/src/test/java/dev/horizonlab/parity/` (Java oracles),
-`docs/`, `.github/workflows/`. The website (playhorizon.dev) is the private horizon-rust/horizon-site: its build
-reads `README.md`, `launcher/links.json`, `docs/api/`, `roadmap/roadmap.json` and `crates/horizon-theme/tokens.css` from main.
-
-## Build and test fast
-
-```sh
-python3 tools/pr_ready.py                  # the self-check: fmt, clippy -D warnings, touched crates' tests, harnesses; paste its block in the PR
-python3 tools/pr_ready.py --quick          # same without harnesses
-cargo test -p horizon-client --lib --bins --tests   # skips the 104 examples (pr_ready does this); `--doc` separately
-cargo test -p horizon-client --features horizon-client/mods --lib mod_content::tests:: -- --ignored   # the 5 slow content-root tests, #[ignore]d; pr_ready runs them when mod content, assets, blocks or items change
-cargo build --profile fast -p horizon-client        # optimized, quick to link: use it to play or run lan_e2e
-python3 tools/parity.py --changed origin/main       # the harnesses your branch can affect (CI's parity job)
-python3 tools/parity.py --changed-files paths.txt --list   # which harnesses cover these files, without running them
-python3 tools/parity.py mob_ai sculk       # named harnesses
-python3 tools/lan_e2e.py --check chest     # two real games over LAN (server-thread host); --in-frame compares the fallback
-python3 tools/agent_control_e2e.py         # horizon-ctl / MCP end to end
-```
-
-- Harnesses and the game need the vanilla data in `.local/` (`minecraft/`, `horizon-client/26.3`, `datagen/`,
-  `tools/`): see [docs/parity-workflow.md](docs/parity-workflow.md). Without it, pr_ready lists the
-  harnesses for CI.
-- A harness = `tools/test_<name>_parity.py` (324 of them) + a Java oracle (`mods/horizon/src/test/java/dev/horizonlab/parity/Vanilla*Oracle.java`)
-  + a Rust probe: `crates/<crate>/examples/<name>_{probe,fixture}.rs` (horizon-world 175, horizon-client 104),
-  or the game binary with a fixture env var (`game/dispense_fixture.rs`, `game/sculk_fixture.rs`,
-  `game/command_harness.rs`, `game/net_harness.rs`). Copy a nearby harness for a new one.
-- Probes build into `.local/parity-target/`; harnesses find binaries via `lab.cargo_target()`, never `target/`.
-- What a change reruns (of 329 harnesses, measured 2026-10-23): a file of the game binary (`game.rs`, `game/`)
-  ~25, a file of the client lib ~103, of `horizon-world` ~103–109, of `horizon-core` ~119. Plan for it.
-- Rust integration tests: `crates/horizon-client/tests/` (`lan_bot.rs`, `generation_saves.rs`, `streaming_meshes.rs`).
-- **macOS:** `cargo build/test --workspace` may fail to link the two wasm guest cdylibs (undefined
-  `horizon:mods/events` symbols) until #1446 lands: add `--exclude coords-hud --exclude predator-missile --exclude horizon-mods-test-guest --exclude horizon-mods-test-ui-guest`.
-  Their real check is `cargo test -p horizon-mods` (builds them for `wasm32-unknown-unknown`).
-- Linux needs `libasound2-dev libudev-dev`; `--no-default-features` drops audio and controllers (the server build).
-- Run and drive the game (starts the `horizon-client` beside `horizon-ctl`; other arguments go to the game):
-  `target/fast/horizon-ctl --socket $PWD/ctl.sock launch --world W --creative --offscreen --wait --resources $PWD/.local/horizon-client/26.3`,
-  then `horizon-ctl --socket … state|keys|turn|command|screenshot|quit`
-  ([docs/horizon-ctl-commands.md](docs/horizon-ctl-commands.md)).
-
-## Vanilla reference
-
-- Start parity work from the port ledger, not grep: `python3 tools/port_ledger.py issue N` (or `where
-  Class.method`, `what file:line`), and `check --base origin/main` before the PR. How:
-  [.claude/skills/vanilla-parity/SKILL.md](.claude/skills/vanilla-parity/SKILL.md), [docs/port-ledger.md](docs/port-ledger.md).
-- Decompiled sources: `.local/minecraft/26.3/sources/{client,server}/` (`python3 tools/lab.py decompile`).
-- Bytecode queries (callers through lambdas, every overload):
-  `python3 tools/rea_vanilla.py method net.minecraft.world.level.block.DispenserBlock dispenseFrom`
-  ([docs/decompilation-status.md](docs/decompilation-status.md)).
-- A harness runs the oracle against the real 26.3 jars and the Rust probe on the same inputs, then compares
-  their JSON. Oracle runs are cached by `tools/parity_shim.py`; `--fresh` reruns them.
-- Mirror vanilla's `Math` calls with `horizon_core::jmath`, and vanilla's RNG with `horizon_core::random`:
-  random draws must happen in vanilla's order.
-
-## horizon-client: where things live
-
-`L:` = lib (`crates/horizon-client/src/`, or `crates/horizon-client-render/src/` for the modules that crate holds, under
-the same `horizon_client::<module>` paths), `G:` = bin (`crates/horizon-client/src/game/`). The lib can't see
-`Game`; bin code reaches the lib as `horizon_client::<module>`.
-
-| Subsystem | Files |
-|---|---|
-| Game loop, tick, frame | `game.rs`: `fn run`, `impl ApplicationHandler for Game` (`window_event`, `about_to_wait`), `fn tick`, `fn tick_world`, `fn render`; L: `clock.rs`, `spans.rs`; `horizon-client-input/src/window.rs` |
-| Rendering | L: `gfx.rs` (`Renderer::new`, `Renderer::render`), `gfx/` (cull, occlusion, translucency, upload, timing, lod, weather, stars, end_sky), `*.wgsl`, `particles.rs`, `block_entity_render.rs`, `item_render.rs`, `fog.rs`, `clouds.rs`, `camera.rs`, `first_person.rs`; G: `render_tick.rs`, `item_draw.rs` |
-| Chunks, streaming, light | L: `streaming.rs` (worker pool: generate, light, mesh), `world.rs`, `chunk.rs`, `chunk_map.rs`, `light.rs`, `mesher.rs` + `mesher/`, `vanillagen.rs` (binds horizon-world's generator), `lod.rs` + `lod/`, `ticket_levels.rs`; G: `world_loading.rs`, `postprocess.rs`; game.rs `fn update_world` |
-| World generation | `crates/horizon-world/src/worldgen/` (`generator*.rs`, `feature_graph.rs`, `structure/`, `carver/`) |
-| Block behaviour | `crates/horizon-world/src/level/` (`mod.rs`, `tick.rs`, `hooks.rs`, `redstone.rs`, `place.rs`, `interact.rs`); game.rs `fn tick_blocks`, `fn process_level_events` |
-| Mobs | L: `mobs.rs` (types), `mobs/` (`ai.rs`, `goals.rs`, `brain.rs`, `*_brain.rs`, `nav.rs`, `path.rs`, `species.rs`, `spawning.rs`, `render.rs`, `anim.rs`); G: `creatures.rs` (ticking, spawning, mob events), one file per mob family (`dragon.rs`, `wither.rs`, `villagers.rs`, `piglins.rs`, `golems.rs`...), `natural_spawning.rs` |
-| Other entities | L: `entities.rs`, `projectiles.rs`, `arrows.rs`; G: `boats.rs`, `minecarts.rs`, `mounts.rs`, `armor_stands.rs`, `paintings.rs`, `frames.rs`, `fireworks.rs`, `tnt.rs`, `explosion.rs` |
-| Player actions | game.rs (`fn use_hand`, `fn use_item`, `fn attack`, `fn tick_mining`, `fn break_block`); G: `hand.rs`, `combat.rs`, `consume.rs`, `potions.rs`, `shield.rs`, `crossbow.rs`, `trident.rs`, `fishing.rs`; L: `motion.rs` + `motion/` (movement), `collisions.rs`; crate `horizon-items`: `items.rs`, `item_data.rs`, `enchant.rs`, `blocks.rs` |
-| Inventory and containers | L: `menu.rs` (`AbstractContainerMenu.clicked`), `container_screen.rs`, `containers.rs`, `creative.rs`, `crafting.rs`, `recipe_book*.rs`, `stations.rs`, `merchant.rs`; game.rs `fn menu_ops`, `fn click_inventory`; G: `stations.rs`, `trading.rs`, `recipe_book.rs`, `machines.rs` |
-| Commands | parse: crate `horizon-command` (`args.rs`, `selector.rs`, `tree_*.rs`, `vanilla.rs`); run: G: `commands.rs` (dispatch) + `commands/*.rs` (`admin`, `execute`, `items`, `players`, `world_cmds`...); L: `scoreboard_cmd.rs`, `data_cmd.rs`; `horizon-client-core`: `nbt_path.rs`, `scoreboard.rs`; G: `functions.rs`, `command_blocks.rs` |
-| UI screens | `Screen` enum in game.rs; L: `title.rs` + `title/`, `options_ui.rs`, `multiplayer.rs`, `pack_screen.rs`, `graphics_ui.rs`, `screen_draw.rs`, `ui.rs` (widgets), `hud.rs`, `hud_layout.rs`, `hud_overlays.rs`, `chat.rs`, `tab_list.rs`; G: `startup_menu.rs`, `screens.rs` (pause, death), `options.rs`, `lan_screen.rs`, `chat.rs`, `sign_edit.rs`, `books.rs` |
-| Multiplayer client | L: `net.rs` (network thread); G: `remote.rs` (`fn handle_packet`, `fn tick_remote`), `remote_*.rs` (mob data, objects, projectiles, vehicles, stations) |
-| LAN host / server side | L: `lan/` (`conn.rs` handshake + login threads, `hub.rs` + `hub/` play state, `chunks.rs`, `entity.rs`, `tracking.rs`, `guest.rs`, `playerdata.rs`); G: `lan.rs` (`LanHost`), `lan_actions.rs` (`fn as_guest`, `fn tick_guests`), `lan_*.rs` per feature, `lan_entities.rs` (tracked entities) |
-| Integrated server | G: `integrated.rs` (the server thread), `levels.rs` (one level per dimension, `fn tick_server`), `server_travel.rs` |
-| Dedicated server | G: `dedicated.rs`, `dedicated/status.rs`; crates `horizon-server-files`, `horizon-server` |
-| Save and load | L: `save.rs` (level.dat, regions, playerdata), `entity_nbt.rs`, `options_file.rs`; `horizon-client-core/src/block_entity_nbt.rs`; G: `saving.rs`, `persist.rs` (entities); `crates/horizon-world/src/{region.rs,nbt.rs,datafix/}` |
-| Input | game.rs `fn window_event`, `fn key_pressed`, `fn play_mouse`; crate `horizon-client-input` (`keybinds.rs`, `keymapping.rs`, `key_names.rs`, `mouse.rs`, `input.rs`, `interaction_input.rs`, `gamepad.rs`, `clipboard.rs`); L: `osk.rs`; G: `pad.rs`, `pad_menu.rs` |
-| Audio | L: `audio.rs` (mixer), `sound_engine.rs`, `sound_events.rs`, `music.rs`, `ambience.rs`; G: `music.rs`, `subtitle_hud.rs` |
-| Resource packs | L: `packs.rs` + `packs/`, `pack_screen.rs`, `atlas_sources.rs`, `sprites.rs`, `mipmap.rs`, `model_library.rs`, `font.rs`; `horizon-client-core/src/lang.rs`; crate `horizon-assets`; G: `packs.rs` |
-| Agent control | L: `control.rs` (socket), `bin/horizon-ctl/`; G: `control.rs`, `agent.rs`, `events.rs`, `ui_control.rs` ([docs/agent-control.md](docs/agent-control.md)) |
-| Mods | crate `horizon-mods`; G: `mods.rs`; L: `mod_content.rs`, `mod_list.rs` |
-| Horizon extras, settings | L: `extras.rs`, `graphics.rs`, `settings.rs`, `minimap.rs`; G: `extras.rs`, `tweaks.rs`, `options.rs` |
-
-## How `Game` is organised
-
-- `struct Game` (game.rs, ~290 fields) holds everything. Its methods are spread over ~180 files: game.rs keeps
-  the core (tick, render, input, inventory, world open/close) and each `game/<feature>.rs` adds an
-  `impl Game<'_>` block for one feature, with its own state types. Fields are private to the bin.
-- Find a feature's code: `grep -rn "fn tick_<thing>\|fn <verb>_<thing>" crates/horizon-client/src/game*`;
-  the file is usually `game/<thing>s.rs`. Who calls it: grep the name in game.rs's `fn tick` / `fn tick_world`.
-- Fields that say which mode runs: `remote` (this window is a client of a server: multiplayer, LAN guest, or
-  single player on its server thread), `lan` (`LanHost`: this world is open to the network), `integrated`
-  (the window's own server thread), `serving` (this `Game` *is* that server thread), `options.dedicated`.
-  `fn tick` returns `tick_remote()` when `remote` is set; nothing else of the local simulation runs.
-- A server's players run through the same gameplay code as the local player: `as_guest` swaps the guest's
-  state (position, inventory, mode, mining, item use) into `Game` for one call (`game/lan_actions.rs`), and
-  `levels.rs` swaps whole dimensions in the same way. Changes reach clients through the block log, level
-  events and the entity tracker (`lan/tracking.rs`, `game/lan_entities.rs`).
-- Shared read-only data: `Resources` (`res`: blocks, items, recipes, mob types, biomes) and `PackResources`
-  (`pack`), both in game.rs.
-
-## The two single-player paths
-
-1. **Server thread (default since #1514):** `game/integrated.rs` runs a second `Game` (`serving`) on a
-   "Server thread" with one level per dimension; the window joins it as a client through memory (`remote`),
-   exactly as a LAN guest or a dedicated server's player does. This is what players run. Open
-   `[server-thread]` issues list the gaps left.
-2. **In-frame (`--in-frame`, `--no-server-thread` or `HORIZON_SERVER_THREAD=0`):** the window's `Game` ticks
-   the world itself, one level that follows the player (`fn enter_dimension`). Deterministic rule fixtures still use this path; player-facing integration uses the default server thread.
-
-LAN guests and dedicated servers always use the server code, so a fix there serves both. Test both paths
-when you touch player-facing gameplay:
-
-```sh
-cargo run --profile fast -p horizon-client -- --resources .local/horizon-client/26.3 --world T               # server thread
-cargo run --profile fast -p horizon-client -- --resources .local/horizon-client/26.3 --world T --in-frame    # in-frame
-python3 tools/lan_e2e.py --check <name>                  # host on its server thread, guest is a server client
-python3 tools/lan_e2e.py --in-frame --check <name>       # comparison (portals, levels, distance, lava need server-thread mode)
-python3 tools/parity.py dedicated_server server_entities server_player_damage
-```
-
-## Docs worth knowing
-
-[docs/parity-workflow.md](docs/parity-workflow.md) (runner, gate, shards, scopes) ·
-[docs/native-client.md](docs/native-client.md) (options, controls, horizon-ctl) ·
-[docs/server-levels.md](docs/server-levels.md) (levels per dimension) ·
-[docs/rust-parity.md](docs/rust-parity.md) (what is ported) · [docs/known-issues.md](docs/known-issues.md) ·
-[docs/release-flow.md](docs/release-flow.md) · [docs/README.md](docs/README.md) (index).

CLAUDE.md

@@ -1 +0,0 @@
-AGENTS.md

CONTRIBUTING.md

@@ -1,105 +0,0 @@
-# Contributing to Horizon
-
-Thanks for helping. Horizon is Minecraft: Java Edition 26.3 rewritten in Rust, and the one rule that shapes
-everything is that **it plays exactly like vanilla**. This page is the short version of how we work; questions are
-welcome on [Discord](https://discord.gg/HcTeMZxe5E).
-
-This repository holds the game and the launcher, plus the tools, tests and docs that build, check and release them.
-The website (playhorizon.dev) is built in a separate repository from this one's README, `docs/api/` and roadmap. Anything else (videos, Discord and other community material) lives elsewhere.
-
-**Where to start: [playhorizon.dev/hub](https://playhorizon.dev/hub).** It shows what is being done now and next
-([ROADMAP.md](ROADMAP.md) in the repository), the work board, good first tasks, and the forms to report a bug or
-suggest something. A pull request for a roadmap item carries its `roadmap:<id>` label; ideas go to the suggestion
-queue (the hub, or `/suggest` on Discord) rather than to issues, which are for bugs.
-
-## Build it
-
-You need Rust (stable), Python 3.10+, JDK 25, and on Linux the ALSA and udev headers (`libasound2-dev libudev-dev`).
-Horizon never downloads the game: it prepares its resources from your own copy of Minecraft 26.3, as described in
-[Build from source](README.md#build-from-source).
-
-```sh
-cargo run --release -p horizon-prepare -- --prepare --server-jar ~/Downloads/server.jar
-cargo run --release -p horizon-client
-```
-
-The launcher is its own Cargo workspace in `launcher/` (`cd launcher && cargo run`; on NixOS, `nix-shell` first).
-
-## Vanilla first
-
-Wherever vanilla has a feature, vanilla is the specification, down to the order of random calls. "Parity" here
-means Horizon gives the same results as the pinned 26.3 client and server for the same inputs, checked by a
-**harness**: a `tools/test_*_parity.py` script that runs a small Java oracle against the real game and a Rust
-probe against Horizon, and compares their outputs. There are about 290 of them.
-
-- **Read the vanilla code before writing Horizon's.** `tools/rea_vanilla.py` queries the pinned game bytecode:
-  `python3 tools/rea_vanilla.py method net.minecraft.world.level.block.DispenserBlock dispenseFrom`.
-  Say in your pull request which vanilla classes and methods you followed.
-- **Gameplay changes come with a harness**, new or extended, so the next change can't silently break them.
-  [The parity workflow](docs/parity-workflow.md) shows how harnesses run; copy a nearby one.
-- **Horizon's own features** (the launcher, the new menus) follow [the design system](docs/design-system.md) and are
-  off by default wherever they would change the vanilla look.
-- **Everything players run is Rust.** Python and Java are fine for dev tools and harness drivers in `tools/`, never
-  for player-facing code.
-
-Never commit game files, decompiled source or prepared resources (`.local/`): `tools/check_public_tree.py` rejects
-them (`git config core.hooksPath .githooks` runs it before every commit).
-The pre-push hook checks the full history reachable from the branches and tags being pushed. Run
-`python3 tools/check_public_tree.py --history` to audit the history of all local refs.
-
-## Only original code
-
-Horizon's code is written from Minecraft 26.3 itself and from public documentation, never from another mod, loader
-or renderer. Don't read, copy, translate or paraphrase the source of Iris, OptiFine, Sodium or any other project,
-and don't send code an AI tool wrote from it. Their user documentation and file formats are fine to read, and their
-packs and mods are fine to run and observe. Shader packs were removed on 24 October 2026 (#1561) because their code
-had been written from another project's source; they come back only as a clean-room rewrite from a written
-description of the pack format.
-
-## Before asking for review
-
-Run the self-check and paste the block it prints into your pull request:
-
-```sh
-python3 tools/pr_ready.py --base upstream/main   # or origin/main if you work on the main repository
-```
-
-It looks at what your branch changes and runs what matters: rustfmt, clippy with warnings denied, the tests of the
-crates you touched (and the launcher's), generated files, `Cargo.lock`, the Python tests, and the vanilla harnesses
-your change can affect. Without the vanilla data on your machine it lists those harnesses instead; CI runs them.
-`--quick` skips the harnesses. It exits non-zero when something fails.
-
-For the game workspace, Clippy checks all targets of the touched crates and their transitive workspace dependents,
-including examples. The dependency scope includes optional, platform, build and development dependencies.
-Tests run library, binary, integration and doc tests without building unrelated example executables. Shared Cargo
-configuration and toolchain changes select the whole workspace; CI also keeps its workspace-wide checks.
-
-## Pull requests
-
-- **Small.** One change per pull request, under about 500 lines of code where you can; split bigger work into
-  pieces that each make sense alone. Small pull requests get reviewed and merged the same day.
-- **Fill in the template**: what and why, the vanilla reference, the pr_ready block, screenshots for anything you
-  can see.
-- **Tick "Allow edits by maintainers".** When something small is left (a lint, a rebase, a nit) we push the fixup
-  ourselves instead of sending it back to you; only design questions come back.
-- **Labels** (we set them if you can't): `feature` when players get something new (it appears under "New" in the
-  release notes), `skip-release` when players see no change (tooling, docs, tests), nothing for a fix.
-  `release-now` is for crash fixes that shouldn't wait. pr_ready suggests one.
-
-Who reviews and merges: the Horizon Team, on CI for ordinary pull requests; risky ones (saves, network, world
-generation, the launcher's updates) wait for a local proof first ([merging](docs/release-flow.md#merging)).
-
-Every merge to main is released automatically ([release flow](docs/release-flow.md)), so main always stays playable.
-How agents, checks, releases and signed updates keep this safe: [security](docs/security.md).
-
-## Parity checks on forks
-
-The `verify` check (formatting, lints, tests) runs on every pull request. The `parity` check runs the affected
-harnesses on a maintainer's machine, which holds the game files, so it never runs a fork's code on its own: a
-maintainer reads your change, then adds the `run-parity` label, which runs it once on your current commit. After
-new pushes, we add it again.
-
-## Talk to us
-
-[Discord](https://discord.gg/HcTeMZxe5E) for questions and ideas, [issues](https://github.com/horizon-rust/horizon/issues)
-for bugs. If you want to take something on, say so in its issue so nobody else starts the same work.

Cargo.toml

@@ -1,49 +1,5 @@
 [workspace]
-exclude = ["launcher", "crates/horizon-telemetry-server", "crates/horizon-mod-registry", "third_party/wgpu-hal"]
-members = [
-    "crates/horizon-core",
-    "crates/horizon-dualsense",
-    "crates/horizon-threads",
-    "crates/horizon-hdr",
-    "crates/horizon-world",
-    "crates/horizon-client",
-    "crates/horizon-client-core",
-    "crates/horizon-client-input",
-    "crates/horizon-client-render",
-    "crates/horizon-command",
-    "crates/horizon-items",
-    "crates/horizon-server-files",
-    "crates/horizon-server",
-    "crates/horizon-bots",
-    "crates/horizon-assets",
-    "crates/horizon-protocol",
-    "crates/horizon-theme",
-    "crates/horizon-prepare",
-    "crates/horizon-telemetry",
-    "crates/horizon-bench",
-    "crates/horizon-friends",
-    "crates/horizon-relay",
-    "crates/horizon-mod-sdk",
-    "crates/horizon-mods",
-    "crates/horizon-mods/tests/guest",
-    "crates/horizon-mods/tests/ui_guest",
-    "crates/cargo-horizon-mod",
-    "crates/horizon-port-pack",
-    "crates/horizon-shaders",
-    "crates/horizon-shader-api",
-    "crates/horizon-release-sign",
-    "crates/horizon-mod-sdk/examples/coords-hud",
-    "crates/horizon-mod-sdk/examples/predator-missile",
-    "crates/horizon-mod-sdk/examples/welcome",
-    "crates/horizon-mod-sdk/examples/beacons",
-    "mods/official/fps-overlay",
-    "mods/official/keystrokes",
-    "mods/official/far-view",
-    "mods/official/minimap",
-    "mods/official/zoom",
-    "xtask",
-    "mods/official/recipes",
-]
+members = ["crates/horizon-core", "crates/horizon-world", "crates/voxel-kernels", "crates/horizon-client", "crates/horizon-assets", "crates/horizon-protocol"]
 resolver = "2"
 
 [workspace.package]
@@ -59,21 +15,6 @@ type_complexity = "allow"
 needless_range_loop = "allow"
 large_enum_variant = "allow"
 
-# wgpu-hal 30.0.1 with gfx-rs/wgpu#10124: wgpu 30 creates a Vulkan descriptor
-# pool with no pool sizes while it creates the device, which Vulkan allows only
-# since 1.3.215, and Intel's Windows driver for 6th-10th gen iGPUs (HD 520/530,
-# UHD 620/630) crashes on it with an access violation (#746). It also fixes the
-# Metal backend's lookup of the CoreGraphics HDR colour space names, which handed
-# CoreGraphics a symbol's address as the string and crashed HDR output on macOS.
-# Drop this and the folder once a wgpu release has both fixes.
-[patch.crates-io]
-wgpu-hal = { path = "third_party/wgpu-hal" }
-
-# Line tables keep file:line in backtraces; full debug info made every
-# example and test binary hundreds of megabytes and slow to link.
-[profile.dev]
-debug = "line-tables-only"
-
 [profile.release]
 lto = "thin"
 codegen-units = 1

LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2026 Ludovic Marie and the Horizon contributors
+Copyright (c) 2026 Ludovic
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

README.md

@@ -1,176 +1,337 @@
-<p align="center">
-  <img src="docs/media/banner.webp" alt="Horizon: Minecraft: Java Edition 26.3, rewritten in Rust and checked against vanilla by more than 300 differential harnesses" width="100%">
-</p>
-
-<p align="center">
-  <a href="https://github.com/horizon-rust/horizon/actions/workflows/ci.yml"><img src="https://github.com/horizon-rust/horizon/actions/workflows/ci.yml/badge.svg?branch=main" alt="CI"></a>
-  <img src="https://img.shields.io/badge/Minecraft-Java%2026.3-5D9C3F" alt="Minecraft Java 26.3">
-  <img src="https://img.shields.io/badge/Rust-stable-B7410E?logo=rust&logoColor=white" alt="Rust">
-  <img src="https://img.shields.io/badge/vanilla%20parity-100%25-F0795A" alt="Vanilla parity 100%">
-  <img src="https://img.shields.io/badge/platform-Linux%20%7C%20macOS%20%7C%20Windows-2A2470" alt="Linux, macOS and Windows">
-  <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-3B2F7E" alt="MIT license"></a>
-</p>
-
-<p align="center">
-  <a href="https://playhorizon.dev"><b>Website</b></a> ·
-  <a href="#download"><b>Download</b></a> ·
-  <a href="https://playhorizon.dev/docs/"><b>Documentation</b></a> ·
-  <a href="https://github.com/horizon-rust/horizon/releases"><b>Release notes</b></a> ·
-  <a href="ROADMAP.md"><b>Roadmap</b></a> ·
-  <a href="#project-status"><b>Project status</b></a> ·
-  <a href="#contributing"><b>Contributing</b></a>
-</p>
-
 # Horizon
 
-Horizon is Minecraft: Java Edition 26.3 rewritten in Rust: a native game that reads the same worlds, follows the same rules and generates the same terrain as the Java game, and is checked against it by more than 300 differential harnesses. You play it through a small launcher, on the files from your own copy of Minecraft. It is free, open source and unofficial.
+Horizon is a Rust rewrite of Minecraft Java **26.3** targeting one-to-one vanilla gameplay parity, alongside client performance research. Not affiliated with Mojang or Microsoft.
 
-> Not an official Minecraft product. Not approved by or associated with Mojang or Microsoft. Horizon contains no Minecraft code, assets or data: you need your own legally obtained copy of Minecraft: Java Edition 26.3.
+**The Rust game is now playable.** The [native client](docs/native-client.md) opens on a vanilla-style title screen with world creation and selection, and generates worlds with the Rust port of the vanilla overworld generator: noise terrain, aquifers, surface rules, carvers, and the placed features ported so far, all checked against vanilla. It streams and lights chunks on worker threads and renders every vanilla block model with smooth lighting, biome tints, the vanilla sky, sun, moon, stars and clouds. Gameplay so far:
+- validated player physics, health and hunger;
+- mining with vanilla tool rules and loot tables;
+- placing, crafting, chests and furnaces;
+- dropped items and particles;
+- sounds;
+- passive and hostile mobs with combat, including guardians, shulkers, illagers, ravagers, the wither and the ender dragon fight;
+- villagers that take jobs, trade, restock, meet at the bell and sleep in beds;
+- boats, minecarts, item frames, paintings and armor stands;
+- shields, maps, books, fireworks, beacons, advancements and statistics;
+- Anvil saves.
 
-## Download
+Parity is **not** complete. Still missing: the warden and the sculk family, the breeze, sniffer, creaking, happy ghast, llamas and a few other mobs, raids and pillager patrols, villager breeding and gossip, the loom, crafter and recipe book, scoreboards, subtitles, and spawned mob gear enchantments. Multiplayer joins vanilla servers but Horizon cannot host one. See [Rust rewrite status](docs/rust-parity.md).
 
-Horizon is installed through **the Horizon launcher**. Get it from [playhorizon.dev](https://playhorizon.dev) (the Download button picks your system) or from [the launcher releases](https://github.com/horizon-rust/horizon/releases?q=launcher-v&expanded=true), for Linux x86-64, macOS on Apple Silicon or Windows x64. The launcher installs the game and keeps it up to date with each new build (Horizon ships on one channel, the Nightly), prepares its files from your copy of Minecraft (your own install, or downloaded from Mojang for your account), and updates itself.
-
-**You need** a Microsoft account that owns Minecraft: Java Edition (the launcher signs in with it, as other launchers do; see [Microsoft account](docs/microsoft-account.md)) and a GPU with Vulkan or OpenGL 3.3 on Linux, Vulkan or DirectX 12 on Windows, or any Apple Silicon Mac. Nothing else: with no Minecraft on your computer, Play downloads 26.3 and the Java it needs from Mojang for your account, as the official launcher does, then prepares it once. An install you already have (the official launcher, Prism, MultiMC and other launchers all work) is used instead. Step by step, with macOS's first-open prompt and the first launch: [Install and first launch](https://playhorizon.dev/docs/install).
-
-<table>
-  <tr>
-    <td width="50%"><img src="docs/media/launcher-play.webp" alt="The launcher's Play page: a version ready to play, its summary, Client and Server, the version picker and Play"></td>
-    <td width="50%"><img src="docs/media/launcher-patch-notes.webp" alt="The launcher's Patch notes page"></td>
-  </tr>
-</table>
-
-## What works today
-
-The [documentation](https://playhorizon.dev/docs/) covers each of these.
-
-- **The game:** singleplayer with vanilla's world generation, mobs, villagers, raids, redstone, every command, the HUD and the recipe book, on saves in vanilla's format. Worlds from 1.8 to 26.2 are upgraded as vanilla does. [Status table](#project-status).
-- **Horizon's own extras:** new menus (vanilla's are one setting away), graphics presets, distant terrain up to 1024 chunks, controller support, optional zoom, minimap and more, all off by default where they would change the vanilla look. See [Settings](https://playhorizon.dev/docs/settings).
-- **Resource packs and data packs:** resource packs work, and data packs load functions, predicates and item modifiers.
-- **Playing with others:** invite friends from the pause menu's Friends button with a code, Open to LAN, and joining servers, online-mode ones with the Microsoft account the launcher signs in with. See [Multiplayer](https://playhorizon.dev/docs/multiplayer).
-- **Mods:** Horizon has its own mods, installed from the launcher. The official ones (Zoom, FPS Counter, Keystrokes and Minimap) are native Rust that the launcher builds into your game, with no Rust to install; older WebAssembly mods still run while they move. Java mod jars do not run in Horizon. See [Mods and data packs](https://playhorizon.dev/docs/mods).
-
-Screenshots, captured in the Rust client itself with vanilla assets and no mods or shaders:
-
-<table>
-  <tr>
-    <td colspan="2"><img src="docs/media/sunset.webp" alt="Sunset over a savanna river valley and a plains village"></td>
-  </tr>
-  <tr>
-    <td width="50%"><img src="docs/media/survival.webp" alt="Survival at dusk: a zombie walks up, with the hotbar, health, hunger and experience"></td>
-    <td width="50%"><img src="docs/media/settings.webp" alt="Vanilla's Video Settings screen with Horizon's own buttons at the top: Horizon Graphics and Advanced Graphics"></td>
-  </tr>
-  <tr>
-    <td width="50%"><img src="docs/media/village.webp" alt="A plains village among savanna hills, with farms, villagers and an iron golem"></td>
-    <td width="50%"><img src="docs/media/nether.webp" alt="A crimson forest in the Nether with a zombified piglin"></td>
-  </tr>
-</table>
-
-## Host a server
-
-The launcher's **Servers** page creates, starts, backs up and updates a Horizon server with buttons, and invites friends over Tailscale. On a VPS, `horizon-server` installs with one command and runs without Java. Guide: [Host a server](https://playhorizon.dev/docs/hosting) ([reference](docs/hosting.md)).
-
-## Modpacks
-
-The launcher's **Modpacks** page imports a Modrinth or CurseForge pack, shows which of its mods Horizon can carry over, and plays the ones it can as their own profile. Today that means content mods made of data and assets; mods with Java code are not ported yet. See [Modpacks](https://playhorizon.dev/docs/modpacks).
-
-## Agent control
-
-AI agents and scripts can play Horizon. `horizon-ctl`, shipped beside the game in every release folder, is a command line that reads the game as JSON and acts like a player; `horizon-ctl mcp` serves the same commands as an MCP server (one tool per command, screenshots returned as images).
-
-```sh
-horizon-ctl launch --world Survival --seed 5 --wait   # finds the version the launcher installed
-horizon-ctl state                                       # position, health, food, target, screen...
-horizon-ctl find-block birch_log                        # the nearest logs
-horizon-ctl goto -0.5 65 -2.5 --near 2.5                # walks there along a path
-horizon-ctl break -1 65 -3                              # mines it; replies with the drops
-horizon-ctl open-inventory && horizon-ctl click-slot 0  # menus: slots, buttons by label, text fields
-```
-
-Commands block until the action is done and reply with what happened; errors are JSON with distinct exit codes, `horizon-ctl help` lists every command and `horizon-ctl COMMAND --help` explains one with examples. It talks to the game over a Unix socket on Linux and macOS and over a token-protected localhost port on Windows. See [Agent control in the native client guide](docs/native-client.md#agent-control-horizon-ctl-and-mcp).
-
-## Build from source
-
-For developers. Requirements: Rust 1.90 or newer, Python 3.10 or newer, JDK 25, and on Linux the ALSA and udev development headers (`libasound2-dev libudev-dev` on Debian and Ubuntu). Development and the vanilla harnesses run on Linux.
-
-Horizon contains no game files, and `horizon-prepare` never downloads them (the launcher downloads them from Mojang only for a signed-in account that owns the game). It builds its resources from **your own copy** of Minecraft: Java Edition 26.3, verified against the checksums in `research-lock.json`:
-
-1. **Client:** install Java Edition with the official launcher and play 26.3 once. Horizon reads `versions/26.3/`, `libraries/` and `assets/` from the launcher's game directory (`~/.minecraft` on Linux). If yours lives elsewhere, pass `--minecraft-dir` or set `HORIZON_MINECRAFT_DIR`.
-2. **Server jar:** the 26.3 server jar, from the `downloads.server.url` in your launcher's `versions/26.3/26.3.json` (or [minecraft.net/download/server](https://www.minecraft.net/en-us/download/server) while 26.3 is the current release). Pass it with `--server-jar` or set `HORIZON_SERVER_JAR`. It is only needed the first time.
-
-```sh
-git clone https://github.com/horizon-rust/horizon.git
-cd horizon
-cargo run --release -p horizon-prepare -- --prepare --server-jar ~/Downloads/server.jar   # needs JDK 25
-cargo run --release -p horizon-prepare -- sounds   # optional: sounds from your launcher install
-cargo run --release -p horizon-client
-```
-
-Everything prepared lands in the gitignored `.local/`. It is derived from the game: never commit it or share it.
-
-The client starts on the title screen. Command-line options (`--world`, `--seed`, `--creative`, `--render-distance`, `--dedicated`), controls, scripting through `horizon-ctl` and the architecture are described in [the native client guide](docs/native-client.md). The rest of the developer documentation is indexed in [docs/README.md](docs/README.md), including [the parity workflow](docs/parity-workflow.md).
-
-## Roadmap
-
-What is being done now, what comes next and where you can help, in plain words and in technical detail: [ROADMAP.md](ROADMAP.md). [playhorizon.dev/hub](https://playhorizon.dev/hub) shows it with the work board, the journal of what shipped and how to help.
-
-## Contributing
-
-Issues and pull requests are welcome: see [CONTRIBUTING.md](CONTRIBUTING.md) for how we work (vanilla first, small pull requests, labels), or [the contributing guide](https://playhorizon.dev/docs/contributing) on the site. Questions and ideas: [Discord](https://discord.gg/HcTeMZxe5E). Before opening a pull request, run the self-check and paste the block it prints:
-
-```sh
-git config core.hooksPath .githooks
-python3 tools/pr_ready.py
-```
-
-It runs rustfmt, clippy with warnings denied, the tests of the crates you touched, the Python tests, the public-tree check, and the vanilla harnesses your change can affect. CI runs the same checks on GitHub's Linux runners; the vanilla harnesses need the game, which Horizon never downloads, so they run on a maintainer's computer holding their own copy. Never commit game files, decompiled source or prepared resources: `tools/check_public_tree.py` rejects them, and tracked Java is allowed only under the project's own `dev/horizonlab` namespace.
-
-## Project status
-
-The table below is the project's own audit of each subsystem. Every subsystem now matches vanilla in every harness that compares it. 100% means 100% of what the harnesses compare, not proof that nothing else differs. The remaining known differences are listed below.
-
-### Java parity: 100%
+### Java parity: 84%
 
 Each subsystem scores 0 (absent), 0.25 (started, not playable), 0.5 (playable,
 major vanilla features missing), 0.75 (playable, mostly complete) or 1 (complete
 and verified against vanilla by differential tests). The percentage is the
 average; `tests/test_parity.py` keeps it in sync with this table. Last audited
-2026-10-13 against the harness results: all 281 harnesses pass on Linux, each
-rerun whenever one of its inputs changed, and the Mac mini now runs every one of
-them too (Rust uses Java's own float maths on each platform).
-
-The harnesses measure behaviour. A second measure is method by method: the [port ledger](tools/port_ledger.py)
-lists every method of vanilla 26.3 next to the Rust functions that port it, with a verdict for each one
-(ported, folded into another function, missing, or needing no port), and the untested ports. Run
-`python3 tools/port_ledger.py build`, then `coverage`, with the vanilla data in `.local/`.
+2026-10-10 against the code, not the docs. The harnesses that failed in the
+previous audit (block updates, random ticks, redstone, command parsing, menu
+clicks, whole chunks, entity models and item models) now pass; the save
+round-trip harness has not been rerun.
 
 | Subsystem | Score | Main gaps |
 | --- | ---: | --- |
-| Window, input and game loop | 1 | None: the game loop, options, camera, auto-jump, toggle sprint/sneak, local input and the frame limiter match vanilla |
-| Assets and resources | 1 | None: item models match vanilla over 196,290 stacks and the client draws every item through them; the resource pack screen matches vanilla's drawing over 3,000 sessions of clicks, scrolling and searching, its incompatibility confirmation included |
-| Network protocol and multiplayer | 1 | None: joins vanilla servers; the dedicated server (`--dedicated`) matches vanilla's files, status ping, login, configuration, play, chunks, chat, recipes, advancements and command tree, a client built from vanilla's packet code joins it, Horizon joins a vanilla server, and LAN discovery matches over 462 cases (offline mode only) |
+| Window, input and game loop | 0.75 | Game loop and options match vanilla; camera, auto-jump, toggle sprint/sneak and the frame limiter not compared |
+| Assets and resources | 0.75 | Item models match vanilla over 196,290 stacks, but the client does not draw items through that pipeline yet; no pack screen |
+| Network protocol and multiplayer | 0.75 | Opens worlds to LAN, but hosting is not tested against a vanilla client; no dedicated server mode |
 | Chunk storage and palettes | 1 | None: client and saves share paletted containers, identical to vanilla over 266 scenarios |
 | Section meshing | 1 | None: 112 scenes and over a million quads identical to vanilla |
-| Rendering | 1 | None: entity models, block entity renderers (407 cases, End portals, gateways and the loom's banner preview included) and their animations (296 cases, End gateway beams included), the HUD overlays (2,200 states), the recipe book (600 states), the player list, subtitles and the world border match vanilla |
+| Rendering | 0.75 | Entity models match over 150 layers; block entity renderers and HUD overlays not compared |
 | Lighting | 1 | None: saved and relit light matches vanilla, slabs and stairs included |
 | World generation | 1 | None: 2,352 whole chunks over 225 structure sites, in all three dimensions, identical to vanilla |
-| Region files and saves | 1 | None: saves round-trip with vanilla, and worlds from 1.8 to 26.2 upgrade as vanilla's DataFixers do, superflat worlds included; old options.txt and hotbar.nbt files are upgraded too |
-| Entities and physics | 1 | None: attributes, dimensions, death loot, spawn rules, natural spawning (15,500 cases), raids and patrols (1,900 cases), spawned mobs' gear, enchantments and state (`finalizeSpawn`, 24,000 cases) and mob AI (92 scenarios: villager breeding and gossip, the warden, ghastlings and copper golems included) match vanilla |
-| Interaction and inventory | 1 | None: menu clicks match over 8,000 click sequences, the loom and the crafter included; recipe book placement (6,000 cases), its buttons (1,200), the saved book (1,500) and the loom and crafter screens (1,600) match vanilla |
-| Menus, HUD and chat | 1 | None: every command runs as vanilla (758 commands over 39,685 parsed inputs), scoreboards and teams match (81,000 operations), the player list matches over 872,000 draw calls with heads drawn from players' skins (authlib's textures, SkinManager's lookup, legacy skin conversion), and the chat matches focused and scrolled; the resource pack screen (selection over 4,000 cases, drawing and its incompatibility confirmation over 3,000 sessions) and the chat input with its command suggestions, usage lines, Tab completion and history (3,000 sessions on vanilla's client command tree) match vanilla |
-| Audio | 1 | None: the sound engine, sound events, music, situational music, ambience and subtitles match vanilla |
-| Block behaviours and ticking | 1 | None: block updates, random ticks, redstone, dispensers (6,000 cases), crafters (4,000 crafts), block entity removal (containers spill, 4,000 cases), copper golem chest sorting and the sculk family (435 scenarios: shrieker warnings and warden summoning included) match vanilla |
+| Region files and saves | 0.75 | Save round-trip harness fails; older DataVersions are not upgraded |
+| Entities and physics | 0.75 | Attributes and dimensions match; AI, loot and spawn rules not compared; drowned, villagers, traders and the wither unverified |
+| Interaction and inventory | 1 | None: menu clicks match over 6,000 click sequences |
+| Menus, HUD and chat | 0.75 | Commands parse as vanilla over 39,685 inputs, but /item modify, /spectate, /waypoint and /dialog do not run; no tab list or world border rendering |
+| Audio | 0.75 | Sound engine, music and ambience not compared with vanilla |
+| Block behaviours and ticking | 0.75 | Block updates, random ticks and redstone match vanilla; dispensers lack several behaviours |
 
-### Known issues
+### Next steps
 
-Skins served over https show the default skin unless already cached; pack icons show the unknown-pack texture in game; the creative hotbar keys (C/X) aren't wired to the hotbar loader; item tooltips lack attribute lines.
+1. Rerun the save round-trip harness and upgrade saves from older DataVersions.
+2. Draw every item through the item model pipeline, and add the resource pack screen.
+3. An audio harness: sound engine attenuation, weighted sound events, music and ambience.
+4. Mob AI, loot and spawn-rule harnesses, and an oracle for drowned, villagers, traders and the wither.
+5. The missing commands and dispenser behaviours, the tab list and world border rendering.
+6. Test LAN hosting with a vanilla client, and add a dedicated server mode.
 
-## Licence
+```sh
+python3 tools/prepare_native_client.py --prepare   # needs JDK 25; extracts private vanilla resources
+python3 tools/fetch_sounds.py                      # optional: vanilla sounds
+cargo run --release -p horizon-client
+```
 
-[MIT](LICENSE), for the project's original work only. Dependencies keep their own licences. Minecraft is a trademark of Mojang Synergies AB; Minecraft code and assets belong to Mojang and Microsoft and are covered by the [Minecraft EULA](https://www.minecraft.net/en-us/eula). Decompiled game source and prepared resources stay on your machine and are never published.
+**Target machine:** the Rust rewrite targets one machine, **ludodesktop**: Ubuntu 26.04, Intel i7-13700KF, NVIDIA RTX 4080, GNOME on Wayland. The final deliverable is a playable native Linux build validated there. macOS (including the M2 Pro Mac) and Windows are out of scope. Track implementation and acceptance criteria in [Rust rewrite status](docs/rust-parity.md).
 
-Third-party credits and licenses: [Third-party notices](THIRD_PARTY_NOTICES.md).
+**Java performance packs (no longer developed):** the earlier track of pinned Java performance packs, distant terrain, an original frame/tick recorder and client/server starter downloads. No release downloads are published; build the packs and starters locally with `python3 tools/build_release.py` (see [Build and run](#build-and-run)). They are no longer a development target.
 
-## Author
+## Java packs: Mac starter (out of scope)
 
-Made by [Ludovic Marie](https://lu4ovic.com) ([@ludovic111](https://github.com/ludovic111)).
+Build **horizon-mac-starter-0.21.0.zip** with `python3 tools/build_release.py` (it lands in `dist/`), extract it and open `Mac-Start.command`. It verifies and installs official universal Prism Launcher in `~/Applications` if needed, then opens the balanced pack import. Sign into Microsoft **inside Prism yourself**. This project needs no credentials.
+
+Use native **Java 25 ARM64**, maximum heap **6144 MiB**, minimum **512 MiB** on your 16 GB M2 Pro. Prism can download Java automatically. Start at 1280×800 or 1920×1200; full Retina resolution is a larger GPU workload. [START-HERE.txt](packs/START-HERE.txt) has details. The same `.mrpack` files import into Prism on Windows and Linux.
+
+If Prism is already installed, follow the [Mac import and first comparison guide](docs/mac-first-test.md).
+
+Core and balanced also pass [macOS title/demo-world rendering probes](docs/client-graphics-smoke.md)
+on the hosted ARM64 software renderer, including readback, saves and clean exits.
+Physical M2 GPU performance and macOS 27 remain to be tested.
+
+| Profile | Full-detail chunks | Distant LOD radius | Suggested maximum heap |
+| --- | ---: | ---: | ---: |
+| baseline | 12 | none | 6144 MiB |
+| core-performance | 12 | none | 6144 MiB |
+| m2-balanced | 12 | 128 | 6144 MiB |
+| adaptive (experiment) | 12 | 128 | 6144 MiB |
+| worker-pacing (experiment) | 12 | 128 | 6144 MiB |
+| adaptive-pacing (experiment) | 12 | 128 | 6144 MiB |
+| queue-wait (experimental) | 12 | 128 | 6144 MiB |
+| adaptive-queue (experimental) | 12 | 128 | 6144 MiB |
+| dispatch-retry (experimental) | 12 | 128 | 6144 MiB |
+| tick-dedup (experimental) | 12 | 128 | 6144 MiB |
+| culling-empty (experimental) | 12 | 128 | 6144 MiB |
+| quad-reuse (experimental) | 12 | 128 | 6144 MiB |
+| terrain-position (experimental) | 12 | 128 | 6144 MiB |
+| culling-rays (experimental) | 12 | 128 | 6144 MiB |
+| foreground-first (combined experiment) | 12 | 128 | 6144 MiB |
+| foreground-vulkan (combined experiment) | 12 | 128 | 6144 MiB |
+| low-memory | 8 | none | 3072 MiB |
+| far-distance | 12 | 256 | 8192 MiB, with sufficient physical RAM |
+| cinematic | 12 | 128 | 6144 MiB |
+| vulkan | 12 | 128 | 6144 MiB |
+
+Balanced combines [Sodium](https://modrinth.com/mod/sodium), [Lithium](https://modrinth.com/mod/lithium), [FerriteCore](https://modrinth.com/mod/ferrite-core), [ImmediatelyFast](https://modrinth.com/mod/immediatelyfast), [EntityCulling](https://modrinth.com/mod/entityculling), and [Distant Horizons](https://modrinth.com/mod/distanthorizons). Cinematic adds [Iris](https://modrinth.com/mod/iris) and [Complementary Reimagined](https://modrinth.com/shader/complementary-reimagined), initially disabled. Vulkan independently experiments with the game's own backend and fallback, without Iris.
+
+Distant LOD is simplified terrain. Nearby blocks retain full detail. Initial generation costs CPU/disk/memory and needs warm-up. DH adjusts clouds, chunk fade and transparency to blend its renderer; assess appearance as well as speed. Shaders cost GPU time and have [Mac-specific limits](https://shaders.properties/current/reference/miscellaneous/macos/). Universal CPU/GPU support and exact vanilla equivalence remain validation goals. Simulation distance stays 12 in every profile; normal 20 TPS rules are retained.
+
+For the first comparison at the same view distance, use `baseline` versus
+`core-performance`: both select 12 full-detail chunks and no distant LOD or shaders.
+The latter adds only the pinned core performance mods and leaves every original
+controller disabled. Then test balanced separately for its additional distant
+terrain. Matching captured settings does not prove pixel-identical rendering.
+[Core comparison protocol and selected observations](docs/core-performance.md)
+include three repeated matched-view software-rendered pairs with 14–21% higher
+FPS in this workload; M2 performance remains unmeasured.
+
+[Heap budget experiment](docs/heap-budget.md): three pairs with 3 GiB versus
+1.5 GiB maximum heap show variable RAM savings and GC/frame-time tradeoffs;
+playable defaults remain unchanged.
+
+[Matched graphics API comparison](docs/graphics-api-comparison.md): Vulkan adds
+about 1.5% average FPS but about 12% CPU in three Linux software-rendered pairs;
+backend defaults remain unchanged and physical Mac performance is unmeasured.
+
+The optional `queue-wait` pack yields during pending distant-terrain debounce retries; `adaptive-queue` combines it with the existing controllers. [Queue experiment and measurement limits](docs/debounce-queue.md).
+
+Version 0.16 adds a separate [terrain position arithmetic experiment](docs/terrain-position.md)
+for the sampled full-data lookup. It retains the pinned library’s unusual
+negative-coordinate rounding and invalid-level errors. Balanced keeps it off;
+whole-game and Mac performance still require measurement.
+
+Version 0.15 adds an isolated [culling ray scratch experiment](docs/culling-rays.md)
+that reuses two numeric vectors within each culling instance while retaining
+upstream arithmetic and decisions. Balanced keeps it off; hardware gains remain
+unmeasured.
+
+Version 0.14 adds an isolated [empty culling whitelist experiment](docs/culling-empty.md)
+that avoids allocating iterators while there are no dynamic handlers. Live
+registration and nonempty callbacks retain upstream behavior. Balanced keeps it
+off; whole-game gains still need hardware comparisons. DH profiles also request
+a scoped [interruptible blending-read wait](docs/terrain-read-wait.md) to let
+background workers leave a pending metadata read during shutdown.
+
+Version 0.13 adds an isolated [tick membership experiment](docs/tick-membership.md)
+that reuses compact storage for DH's private per-tick membership checks. The
+combined foreground profiles include it too; balanced keeps it off. The applied
+holder test verifies action semantics and removes repeated entry allocations;
+whole-game FPS and RAM gains still need hardware measurements.
+
+Version 0.12 captures effective distant-terrain quality, radius, worker budgets,
+Iris state and field of view. Start/end snapshots flag changed visual settings;
+[measurement details](docs/terrain-measurements.md) explain their limits.
+
+Version 0.11 adds combined foreground-first OpenGL/Vulkan profiles with a 120 FPS
+adaptive goal, plus explicit collector experiments and GC measurement guidance.
+See [combined controls](docs/foreground-first.md), [Vulkan on your Mac](docs/vulkan.md)
+and [collector comparisons](docs/collectors.md). The frame goal is not a rendering cap.
+
+Version 0.10 adds an isolated [rejected-dispatch retry experiment](docs/dispatch-retry.md).
+It bounds retry passes when a DH worker rejects queued work, preserving original
+requeue handling and allowing other executors to progress. Balanced keeps it off.
+
+Version 0.9 also makes the queue's idle wait wakeable for incoming work, preserving
+its debounce rules and bounded cache-maintenance cadence. It remains part of the
+optional queue profiles, with separate wake-latency measurements.
+
+Version 0.8 fixes a fresh-instance graphics preset that could override the selected
+render distance. It also records actual GC/header settings and supports an optional
+[compact object headers experiment](docs/compact-headers.md) for Java 25; packs
+do not enable that JVM flag automatically.
+
+## Measure on your hardware
+
+The optional [adaptive terrain experiment](docs/adaptive-terrain.md) throttles distant
+terrain background work when frames slow down or heap pressure rises, keeping the
+balanced profile's view distances and simulation settings. It remains opt-in until
+real hardware demonstrates a benefit.
+
+The additional [precise worker pacing experiment](docs/worker-pacing.md) makes short
+terrain tasks respect their duty-cycle budget and avoids boxed worker timestamps.
+It changes generation speed and CPU use, so it stays separate from balanced.
+
+Press **F8** during gameplay to start a 120-second recording, or again to stop early. Rebind in Controls if needed. This also works with restricted chat accounts. Alternatively: `/horizon bench <label> 120`, `/horizon stop`, `/horizon status`.
+
+Use separate identical world copies and the same camera route, resolution, render/simulation distance, heap, VSync and FPS limit. Warm up, then alternate at least three baseline/optimized runs. Test fresh chunk exploration separately. For everyday play cap FPS or enable VSync to reduce power usage.
+
+The instance's `horizon-benchmarks/` folder receives JSON/CSV frame and integrated-server tick timings: average FPS, slowest-1%-average FPS, p95/p99 durations, stalls, JVM heap/GC, sampled process RSS when available, GPU/backend/driver and render settings. Frames include presentation/limiting waits and exclude menus/pauses/unfocused time. Tick `meanRate` is execution capacity, **not TPS**; observed tick counts are separate. Version 0.20 [captures sampled tick-manager state](docs/tick-state.md), including restored freeze/step/sprint/rate changes; this does not measure completed world work. Resident process memory is sampled on a shared background thread only during recordings; it includes native resident pages, while heap measures JVM objects. Neither is a complete measurement of unified GPU memory. [Memory measurement details](docs/process-memory.md).
+
+```sh
+python3 tools/compare_benchmarks.py baseline-frames.json optimized-frames.json --strict
+```
+
+Open `Compare-Benchmarks.html` from the starter ZIP or [the source file](tools/Compare-Benchmarks.html) in your browser to compare without Python. Select each JSON and optionally its matching CSV. It exports summary JSON, flags settings and duration differences, and charts frames by recorded active time or ticks by sample number. It is self-contained and makes no network requests.
+
+Version 0.18 adds an isolated [terrain quad reuse experiment](docs/quad-reuse.md).
+It reuses a temporary quad discarded by successful premerge when the existing
+pool would otherwise allocate. Generated geometry and thread ownership checks
+pass; allocation results are not whole-game RAM or FPS evidence. It remains off
+in combined profiles.
+
+Version 0.17 also records loaded mod versions and the Java vendor, VM and runtime
+build in client and server reports. Both comparison tools flag software changes
+as explicit experiment variables; older reports remain usable with an unknown
+software warning. The viewer can expand the complete loaded mod list.
+[Live software identity check](benchmarks/software-identity-2026-10-04/live-observations.json)
+records the metadata and file-count validation; its short capture is not a
+performance comparison.
+
+
+The comparison flags captured setting differences, but cannot verify route, world, shader state or cache warm-up. See [validation evidence](docs/playable-validation.md). Software-renderer test FPS is not evidence of a Mac/GPU speedup.
+
+For CPU/allocation investigation, [capture and stream a private JFR summary](docs/profiling.md).
+It distinguishes directly observed allocation counters from sampled hot methods;
+profiling runs remain separate from normal timing comparisons.
+
+## Build and run
+
+Requires Python 3.10+ and JDK 25. No Gradle, Rust or native compilation is required for playable packs.
+
+```sh
+python3 tools/build_mod.py
+python3 tools/build_release.py
+```
+
+Gitignored `dist/` contains twenty packs, our original instrumentation JAR, client/server starter ZIPs and SHA256SUMS. [mods.lock.json](packs/mods.lock.json) pins mod versions, exact dependency closure, SHA-1/SHA-512 and source/license; [fabric.lock.json](packs/fabric.lock.json) pins loader/library SHA-256. Packs use the [Modrinth format](https://support.modrinth.com/en/articles/8802351-modrinth-modpack-format-mrpack). They embed only original project code; third-party mods, game and assets download from their publishers.
+
+The server starter uses Lithium/FerriteCore and `/horizonserver bench <label> <seconds>`. [Server instructions](docs/server-quickstart.txt) cover setup and a baseline. Files are prepared before you accept Minecraft's EULA locally. A 50-active-player workload remains to be measured.
+
+Local smoke testing uses the game's built-in limited demo; normal play uses Prism's licensed account authentication:
+
+```sh
+python3 tools/build_pack.py --profile m2-balanced --instance .local/runtime/m2-balanced
+vscreen run python3 tools/runtime.py demo --instance .local/runtime/m2-balanced
+```
+
+The standalone demo launcher applies the pinned official manifest's conditional
+JVM flags, including macOS `-XstartOnFirstThread` and the Windows heap-dump-path
+option. Prism applies its own official manifest. Server JVM policy is separate;
+this launcher correction is not a measured graphics performance improvement.
+
+## Local game inspection
+
+Game JARs, decompiled Java, libraries, inventories, worlds and logs live **inside this checkout** under gitignored **`.local/`**. No game code is in Git history or release downloads. Fresh clones regenerate the inspection workspace from official downloads; Microsoft credentials are not needed for this step.
+
+```sh
+git clone https://github.com/ludovic111/horizon.git
+cd horizon
+git config core.hooksPath .githooks
+python3 tools/lab.py prepare
+python3 tools/lab.py decompile
+python3 tools/lab.py status
+```
+
+`research-lock.json` pins the official manifest and Vineflower. The inner server JAR is extracted and checked; client/server libraries provide decompiler context. Output: `.local/minecraft/26.3/sources/{client,server}/` and coverage/inventory reports. Current inventories cover 11,383 client classes and 7,762 server classes, producing 7,301/5,037 Java files. See [decompilation status](docs/decompilation-status.md).
+
+Class-file SourceFile metadata covers inner classes, which often share a source file. Coverage does not prove semantic equivalence or recompilability; original bytecode remains the reference. Completed source directories are not overwritten automatically. Older obfuscated releases require a separate remapping stage.
+
+## Original Rust research
+
+The dependency-free `horizon-core` crate starts the Rust simulation foundation:
+integer block/chunk/section positions, legacy and xoroshiro seeded random streams and positional factories,
+padded palette-index storage, scheduled block/fluid tick queues, and double-precision
+bounding-box and voxel-grid collision geometry. Noise samplers, octave stacks and
+bulk density kernels provide the next world-generation foundation. Compiled
+density samplers add gradients, shifted and blended terrain noise, distance
+metrics and arithmetic evaluation.
+Differential runners compare selected
+operations with the checksum-pinned vanilla client and server bytecode.
+[Implemented scope, validation, and remaining rewrite work](docs/rust-parity.md).
+
+```sh
+python3 tools/test_rust_parity.py --prepare
+python3 tools/test_world_parity.py
+python3 tools/test_tick_parity.py
+python3 tools/test_geometry_parity.py
+python3 tools/test_collision_parity.py
+python3 tools/test_noise_parity.py
+python3 tools/test_density_parity.py
+```
+
+The core corpus checks 1,634,520 output lines per reference JAR, including
+signed boundaries, RNG rejection/state consumption and raw storage words.
+Passing it does not establish full gameplay parity or an FPS improvement.
+The separate [noise suite](docs/noise-generation.md) checks 26.3 Perlin/simplex,
+derivatives, density-volume accumulation, stack composition, normal-noise
+normalization and modern/legacy initialization against both reference JARs.
+The [density suite](docs/density-functions.md) checks compiled scalar and bulk
+evaluation, including nested samplers, their different arithmetic paths, and
+selected interval operations used for graph range analysis.
+
+`horizon-world` adds NBT, four region compression codecs, `.mca`/`.mcc`
+reading and export, saved palettes, a version-checked block-state registry,
+and packed resident block sections. The world-data suite checks Rust output
+with the actual vanilla NBT, region and block-state decoders on both JARs.
+It covers all 35,723 exported state IDs and a 100,000-edit section trace.
+[World-data commands and validation limits](docs/world-data.md).
+
+Scheduled ticks now support vanilla ordering, duplicate suppression, save/reload,
+chunk eligibility and callback mutations. The tick suite compares 97,776 output
+lines per reference JAR and checks saved block/fluid lists through vanilla codecs
+and region files. [Scheduler behavior and remaining integration](docs/scheduled-ticks.md).
+
+Voxel shapes preserve vanilla collision tolerances, greedy box ordering, ray faces,
+inside hits, and cube-versus-array cell lookup. A cached collision registry connects
+imported shapes to resident block sections while checking exact state identities.
+Movement helpers resolve supplied colliders and step-up candidates, including
+landing adjustment and the second collider query. Movement-path block visits
+preserve vanilla ordering, step indices and packed-position deduplication.
+Uncached states require block behavior; the entity-context overload also needs
+separate implementation. [Geometry and collision scope](docs/collision-geometry.md).
+
+```sh
+cargo test --workspace
+cargo run --release --bin voxel-bench -- 100 > .local/voxel-benchmark.csv
+```
+
+The dependency-free occupancy experiment compares scalar and bitset exposed-face counting for synthetic 16³ sections. It has no real mesh, material/AO/light work, neighboring-section context, JNI bridge or game integration. Speedups are kernel-only, not Minecraft FPS. [Research plan](docs/optimization-plan.md) describes profiling, improved Java baselines, native integration and behavior checks before expanding scope.
+
+Public branding and new mod downloads use **Horizon**. The existing Fabric mod
+ID and `dev.horizonlab` namespace remain stable for installed instances and
+measurement compatibility. The installer backs up both old `horizon-lab-*.jar`
+and new `horizon-*.jar` versions before installing an update.
+
+## Validation and ownership
+
+```sh
+python3 -m unittest discover -s tests -v
+python3 tools/build_mod.py --test-only
+cargo fmt --all -- --check
+cargo clippy --workspace --all-targets -- -D warnings
+cargo test --workspace
+python3 tools/check_public_tree.py
+python3 tools/check_public_tree.py --history
+```
+
+CI checks offline tools/Rust and compiles the original mod/builds packs on Linux and Apple Silicon macOS. Game dependencies download to ephemeral `.local/`; CI uploads only our original JAR and packs. Compilation is not Mac GPU gameplay testing. Publication checks allow Java only under our original `dev/horizonlab` namespace; review diffs as well.
+
+[MIT](LICENSE) covers only our original tracked work. Dependencies retain their licenses. Mojang [removed obfuscation](https://www.minecraft.net/en-us/article/removing-obfuscation-in-java-edition) without changing [Minecraft's EULA](https://www.minecraft.net/en-us/eula). Decompiled game source remains local; published code implements independent tooling and instrumentation.
+
+Integrated-server reports record the shared graphics backend at recording start; see [the context and comparison limits](docs/server-graphics-context.md).

THIRD_PARTY_NOTICES.md

@@ -1,21 +0,0 @@
-# Third-party notices
-
-## wgpu-hal
-
-`third_party/wgpu-hal` is [wgpu-hal](https://github.com/gfx-rs/wgpu) 30.0.1 by the gfx-rs
-developers, with one upstream fix applied
-([gfx-rs/wgpu#10124](https://github.com/gfx-rs/wgpu/pull/10124)). It is licensed under MIT or
-Apache-2.0; both licenses are in that folder (`LICENSE.MIT`, `LICENSE.APACHE`).
-
-## Pixelify Sans
-
-`crates/horizon-theme/fonts/PixelifySans-*.ttf` is [Pixelify Sans](https://github.com/eifetx/Pixelify-Sans)
-by The Pixelify Sans Project Authors, licensed under the SIL Open Font License 1.1
-(`crates/horizon-theme/fonts/OFL-PixelifySans.txt`).
-
-## Pixelarticons
-
-`crates/horizon-theme/icons/pixel/*.svg` are icons from
-[Pixelarticons](https://github.com/halfmage/pixelarticons) by Gerrit Halfmann, under the MIT
-license (`crates/horizon-theme/icons/pixel/LICENSE-pixelarticons.txt`). `star.svg` is Horizon's own, drawn on
-the same grid.

benchmarks/client-graphics-2026-10-04/live-observations.json

@@ -0,0 +1,401 @@
+{
+  "schema": 1,
+  "measurement": "Client scene startup, framebuffer readback and clean exit; not a performance benchmark",
+  "release_binary": "0.20.0",
+  "production_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+  "macos_required_ci": {
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+    "source_commit": "a5000edf11094e00ebef0fc362aa4adc322f2df6",
+    "all_jobs_passed": true,
+    "reports": {
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+        "platform": "macOS-26.6.2-arm64-arm-64bit",
+        "architecture": "arm64",
+        "minecraft": "26.3",
+        "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+        "results": [
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+            "world_loaded": false,
+            "ready_client_ticks": 53,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 1525,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
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+            "profile": "core-performance",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
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+                "backend": "OpenGL",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          },
+          {
+            "observed_mode": "title",
+            "title_screen_observed": true,
+            "world_loaded": false,
+            "ready_client_ticks": 55,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 1855,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
+            "private_png_sha256": "959fe6afbe1897cd9711c083e88ccc617ee9d8669983987abda84e0f5979e82d",
+            "profile": "m2-balanced",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
+              {
+                "backend": "OpenGL",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          }
+        ],
+        "limits": [
+          "Short scene startup and nonuniform framebuffer readback only.",
+          "World mode uses the ordinary limited demo; world files remain private.",
+          "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+          "Vulkan preference can fall back; inspect the observed backend.",
+          "PNG images, assets and full logs remain in the private runtime directory."
+        ]
+      },
+      "world": {
+        "schema": 1,
+        "platform": "macOS-26.6.2-arm64-arm-64bit",
+        "architecture": "arm64",
+        "minecraft": "26.3",
+        "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+        "results": [
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+            "title_screen_observed": false,
+            "world_loaded": true,
+            "ready_client_ticks": 40,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 1537,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
+            "private_png_sha256": "31be5cc8188b3494d76232cba79cf320a64523b4906ab720a38997a125eb37fa",
+            "profile": "core-performance",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
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+                "operation": "load_library",
+                "result": "success"
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+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          },
+          {
+            "observed_mode": "world",
+            "title_screen_observed": false,
+            "world_loaded": true,
+            "ready_client_ticks": 40,
+            "window_active": true,
+            "framebuffer_width": 1280,
+            "framebuffer_height": 646,
+            "sampled_pixels": 4160,
+            "distinct_sampled_rgb": 2074,
+            "gpu": "Apple Software Renderer",
+            "graphics_backend": "OpenGL",
+            "graphics_driver": "4.1 APPLE-23.1.1",
+            "private_png_sha256": "0929c865d723fe0eea8f37bcc45e9636c6f342d04fe507f9bd592dfd30d73f42",
+            "profile": "m2-balanced",
+            "preferred_backend": "opengl",
+            "launcher_exit_code": 0,
+            "backend_attempts": [
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+                "backend": "OpenGL",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "OpenGL",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ]
+          }
+        ],
+        "limits": [
+          "Short scene startup and nonuniform framebuffer readback only.",
+          "World mode uses the ordinary limited demo; world files remain private.",
+          "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+          "Vulkan preference can fall back; inspect the observed backend.",
+          "PNG images, assets and full logs remain in the private runtime directory."
+        ]
+      }
+    }
+  },
+  "earlier_vulkan_research": {
+    "run": 37191171799,
+    "source_commit": "3858ab38b51f434ebe892b564e013c7c8bcaba45",
+    "outcomes": [
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+        "exit_code": 1,
+        "result_count": 0,
+        "java_exception_types": [
+          "java.lang.AssertionError",
+          "java.lang.RuntimeException"
+        ],
+        "profile": "baseline",
+        "preferred_backend": "vulkan",
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+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
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+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
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+        ],
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+            "gpu": "Apple Paravirtual device",
+            "graphics_backend": "Vulkan",
+            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+          }
+        ],
+        "client_initializer_reached": true,
+        "vulkan_error_codes": [
+          "VK_ERROR_FEATURE_NOT_PRESENT"
+        ],
+        "fatal_jvm_error": false,
+        "expected_demo_authentication_errors_observed": true
+      },
+      {
+        "exit_code": 1,
+        "result_count": 0,
+        "java_exception_types": [
+          "java.lang.AssertionError",
+          "java.lang.RuntimeException"
+        ],
+        "profile": "core-performance",
+        "preferred_backend": "vulkan",
+        "backend_attempts": [
+          {
+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
+          },
+          {
+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
+          }
+        ],
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+            "gpu": "Apple Paravirtual device",
+            "graphics_backend": "Vulkan",
+            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+          }
+        ],
+        "client_initializer_reached": true,
+        "vulkan_error_codes": [
+          "VK_ERROR_FEATURE_NOT_PRESENT"
+        ],
+        "fatal_jvm_error": false,
+        "expected_demo_authentication_errors_observed": true
+      },
+      {
+        "exit_code": 1,
+        "result_count": 0,
+        "java_exception_types": [
+          "java.lang.AssertionError",
+          "java.lang.RuntimeException"
+        ],
+        "profile": "vulkan",
+        "preferred_backend": "vulkan",
+        "backend_attempts": [
+          {
+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
+          },
+          {
+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
+          }
+        ],
+        "created_devices": [
+          {
+            "gpu": "Apple Paravirtual device",
+            "graphics_backend": "Vulkan",
+            "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+          }
+        ],
+        "client_initializer_reached": true,
+        "vulkan_error_codes": [
+          "VK_ERROR_FEATURE_NOT_PRESENT"
+        ],
+        "fatal_jvm_error": false,
+        "expected_demo_authentication_errors_observed": true
+      }
+    ],
+    "full_private_logs_uploaded": false,
+    "readback_request_stage_not_yet_captured": true
+  },
+  "selected_local_software_checks": {
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+      "profile": "core-performance",
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+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "OpenGL",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    },
+    "linux-vulkan": {
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+      "framebuffer_width": 1280,
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+      "sampled_pixels": 4288,
+      "distinct_sampled_rgb": 1743,
+      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
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+      "profile": "vulkan",
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+      "backend_attempts": [
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+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "Vulkan",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    },
+    "linux-world-core": {
+      "observed_mode": "world",
+      "title_screen_observed": false,
+      "world_loaded": true,
+      "ready_client_ticks": 51,
+      "window_active": true,
+      "framebuffer_width": 1280,
+      "framebuffer_height": 800,
+      "sampled_pixels": 4288,
+      "distinct_sampled_rgb": 1297,
+      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+      "graphics_backend": "OpenGL",
+      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
+      "private_png_sha256": "1a8ba681681f5e37986e1b411e5ebc80d47279c54368f43f935707092b70ffd0",
+      "profile": "core-performance",
+      "preferred_backend": "opengl",
+      "launcher_exit_code": 0,
+      "backend_attempts": [
+        {
+          "backend": "OpenGL",
+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "OpenGL",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    },
+    "linux-world-balanced": {
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+      "world_loaded": true,
+      "ready_client_ticks": 40,
+      "window_active": true,
+      "framebuffer_width": 1280,
+      "framebuffer_height": 800,
+      "sampled_pixels": 4288,
+      "distinct_sampled_rgb": 1551,
+      "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+      "graphics_backend": "OpenGL",
+      "graphics_driver": "4.5 (Core Profile) Mesa 26.0.8-1ubuntu0.3",
+      "private_png_sha256": "82ced9bcf7178a35063e6a7fa9049fe7cfcf26dcb92aace59de6bb022609833a",
+      "profile": "m2-balanced",
+      "preferred_backend": "opengl",
+      "launcher_exit_code": 0,
+      "backend_attempts": [
+        {
+          "backend": "OpenGL",
+          "operation": "load_library",
+          "result": "success"
+        },
+        {
+          "backend": "OpenGL",
+          "operation": "create_device",
+          "result": "success"
+        }
+      ]
+    }
+  },
+  "limits": [
+    "macOS OpenGL uses Apple Software Renderer; Vulkan exposes Apple Paravirtual device. No physical M2 GPU performance test.",
+    "World-mode checks ordinary limited-demo world startup and saved data, not exhaustive gameplay or completed LOD generation.",
+    "A nonuniform framebuffer does not prove pixel-correct rendering.",
+    "Three exploratory Vulkan cases fail with VK_ERROR_FEATURE_NOT_PRESENT after successful device creation; later stage remains to be isolated.",
+    "The probe uses 3 GiB; balanced can warn about low memory. The 16 GB Mac starter suggests 6 GiB.",
+    "No FPS, CPU/RAM reduction, statistical speedup or universal hardware-compatibility claim.",
+    "Raw PNGs, assets, world files and full logs remain private. Production JAR matches the published binary and excludes probe classes."
+  ]
+}

benchmarks/core-client-2026-10-04/live-observations.json

@@ -0,0 +1,303 @@
+{
+  "schema": 1,
+  "measurement": "Single fixed-order stationary matched-view Linux software-rendered pair; descriptive observations, not statistical hardware speedup",
+  "minecraft": "26.3",
+  "java_vendor": "Ubuntu",
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+  "captured_settings_match": true,
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+    "distant_terrain": "not installed",
+    "iris_shaders": "not installed",
+    "heap_max": "3G",
+    "collector": "G1",
+    "compact_headers": true,
+    "world_difficulty": "PEACEFUL",
+    "fov": 70,
+    "graphics_preset": "CUSTOM",
+    "frame_limit": "uncapped",
+    "all_original_controllers": false
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+        "[email protected]+3434d6d95d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+3434d6d95d",
+        "[email protected]+3434d6d95d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+79385d0b5d",
+        "[email protected]+b9d63e335d",
+        "[email protected]+3434d6d95d",
+        "[email protected]+901a437c5d",
+        "[email protected]+3434d6d95d",
+        "[email protected]+4fc5413f5d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+48607d035d",
+        "[email protected]+74ed1ea55d",
+        "[email protected]+3434d6d95d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+fcdff87f5d",
+        "[email protected]+52268a0e5d",
+        "[email protected]",
+        "[email protected]",
+        "[email protected]",
+        "[email protected]+26.3",
+        "java@25",
+        "[email protected]+mc26.3",
+        "[email protected]",
+        "[email protected]",
+        "[email protected]+mc26.3",
+        "[email protected]",
+        "[email protected]"
+      ],
+      "preceding_jfr_server_render_allocation_counters": [
+        {
+          "thread_id": 55,
+          "thread": "Server thread",
+          "counter_observations": 2,
+          "observed_seconds": 64.387372441,
+          "observed_allocated_bytes": 691148360,
+          "observed_bytes_per_second": 10734222.158752
+        },
+        {
+          "thread_id": 3,
+          "thread": "Render thread",
+          "counter_observations": 2,
+          "observed_seconds": 64.387372441,
+          "observed_allocated_bytes": 107888768,
+          "observed_bytes_per_second": 1675619.9843200867
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 54.65954,
+      "preceding_jfr_gc_pause_longest_ms": 25.746574,
+      "exit_code": 0
+    }
+  ],
+  "provenance": {
+    "production_mod_source_commit": "2a268fefbf0ab3d478ca7755e609f7146d6f5145",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37179596850",
+    "runtime_mod_matches_linux_ci": true,
+    "original_mod_sha256": "df0bab0a6d87a1c609a051c190939010506f8cdd81897e82aa48caad032ef4e0",
+    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
+    "saved_first_cameras_match": true,
+    "saved_camera": {
+      "position": [
+        -56.5,
+        69.0,
+        55.5
+      ],
+      "rotation": [
+        141.5,
+        16.950002670288086
+      ]
+    },
+    "private_world_timing_protocol": {
+      "world_copy": "private only",
+      "advance_time": false,
+      "advance_weather": false,
+      "overworld_clock_ticks": 6000,
+      "modified_file_sha256": {
+        "game_rules": "47abf5e1fe82d54057ad7b095df3b9e29a8e4e9db7484988e09f3caaeedc12eb",
+        "world_clocks": "575d4a7663b154077a5be4c596790f3af178a00ab5a1e9cd58f37c1afa2c03b5"
+      },
+      "level_and_player_files_unchanged": true,
+      "pack_default_rules_unchanged": true
+    },
+    "clock_and_rules_verified_after_both_saves": true,
+    "candidate_save_reload_second_save_exit_zero": true
+  },
+  "notes": [
+    "Separate private copies, baseline then core. JFR begins about 121 seconds after demo dismissal; a separate 120-second frame capture begins about 307 seconds after dismissal.",
+    "Both captures have zero menu/pause/focus exclusions and no drops. Actual CSV counts and means match; viewer charts, 390-pixel layout and explicit software-change warnings pass.",
+    "Core records about 20.7% higher average FPS and 22.2% lower sampled peak RSS in this pair; whole-process CPU is slightly higher while rendering more frames.",
+    "No mod is isolated by this group comparison. Rendering-work completion, entity activity, cache/JIT and thermal state remain variables. Matching captured configuration is not pixel equivalence or exhaustive vanilla gameplay proof.",
+    "Tick execution inverse meanRate is capacity, not actual TPS. Record counts/elapsed seconds are exposed separately and include any pauses. Both captures have about 20 tick samples per elapsed second.",
+    "Preceding JFR server/render allocation counters are lower with core, but total and longest measured GC pauses are higher. Those profiles precede the frame captures and are not simultaneous with them.",
+    "No hardware GPU or M2/Apple Silicon result; RSS is not complete unified/GPU memory. Repeat alternating trials on real hardware.",
+    "No private worlds, full game logs, JFR recordings, game binaries or fixture agents are included."
+  ]
+}

benchmarks/culling-empty-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,47 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "results": [
+    {
+      "enabled": false,
+      "empty_iterator_calls": 1,
+      "live_registration_checked": true,
+      "block_callback_order_checked": true,
+      "type_guard_checked": true,
+      "allocated_bytes": 128001272,
+      "cpu_ns": 29632156,
+      "wall_ns": 49712014,
+      "measured_calls": 4000000,
+      "result": false
+    },
+    {
+      "enabled": true,
+      "empty_iterator_calls": 0,
+      "live_registration_checked": true,
+      "block_callback_order_checked": true,
+      "type_guard_checked": true,
+      "allocated_bytes": 208,
+      "cpu_ns": 809881,
+      "wall_ns": 801517,
+      "measured_calls": 4000000,
+      "result": false
+    }
+  ],
+  "notes": [
+    "Actual publisher whitelist methods inside Fabric; live registration and block-entity callbacks checked.",
+    "Nonempty iteration, callback order, short circuit, null/wrong-type inputs and clearing retain upstream behavior.",
+    "Empty-state iterator counts use a private instrumented set; allocation loop uses normal empty HashSets.",
+    "Entity callbacks with a valid game entity are not exercised by this menu-only fixture.",
+    "JIT escape analysis can remove allocations in an isolated loop; real culling-thread profiles are needed.",
+    "Not a game FPS, whole-game RAM, visual equivalence or Mac GPU benchmark.",
+    "Much of an empty warmed loop may be folded by the JIT; CPU timings are not per-check costs or game speed estimates."
+  ],
+  "provenance": {
+    "source_commit": "35dd69e9a6279fa89d762a0d24e49b0dbdb11b51",
+    "ci_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37164002916",
+    "artifact": "horizon-ubuntu-latest"
+  }
+}

benchmarks/culling-rays-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,57 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
+  "results": [
+    {
+      "enabled": false,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 1040,
+      "cpu_ns": 101807697,
+      "wall_ns": 162651689,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    },
+    {
+      "enabled": true,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 920,
+      "cpu_ns": 118540489,
+      "wall_ns": 235470173,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    }
+  ],
+  "notes": [
+    "Actual upstream culling methods inside Fabric; private fixture invokers do not enter production packs.",
+    "Two interleaved instances and several occluder patterns; matching boolean and query digests.",
+    "Signed zero, tiny/large values, infinities and NaN are exercised directly in ray intersection.",
+    "Unchanged input vectors, independent instance scratch and upstream arithmetic values are checked.",
+    "Allocation and CPU are single warmed caller-loop observations; JIT folding can vary.",
+    "Not a game FPS, visual-equivalence proof, whole-game RAM or Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "7cbe37b60594fb1631bc308f126d7925c4264a18",
+    "command": "python tools/test_culling_rays.py",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37168352974",
+    "job": "portable-mod (ubuntu-latest)",
+    "artifact": "horizon-ubuntu-latest"
+  }
+}

benchmarks/culling-rays-2026-10-04/live-observations.json

@@ -0,0 +1,71 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
+  "platform": "Linux x86_64",
+  "graphics": "llvmpipe software OpenGL",
+  "settings": {
+    "heap_bytes": 3221225472,
+    "gc": "G1",
+    "compact_headers": true,
+    "render_distance": 12,
+    "simulation_distance": 12,
+    "lod_radius_chunks": 128,
+    "lod_quality": "MEDIUM/MEDIUM/BLOCK",
+    "terrain_workers": 2,
+    "runtime_ratio": 0.5,
+    "world_difficulty": "PEACEFUL",
+    "empty_culling_whitelist": false
+  },
+  "results": [
+    {
+      "profile": "m2-balanced",
+      "ray_enabled": false,
+      "elapsed_seconds": 120.02619604,
+      "frame_samples": 599,
+      "tick_samples": 2400,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "culling_allocation_counter": {
+        "thread_id": 49,
+        "thread": "CullThread",
+        "counter_observations": 2,
+        "observed_seconds": 64.509265987,
+        "observed_allocated_bytes": 1817768,
+        "observed_bytes_per_second": 28178.40153949851
+      }
+    },
+    {
+      "profile": "culling-rays",
+      "ray_enabled": true,
+      "elapsed_seconds": 120.099980458,
+      "frame_samples": 584,
+      "tick_samples": 2401,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "culling_allocation_counter": {
+        "thread_id": 49,
+        "thread": "CullThread",
+        "counter_observations": 2,
+        "observed_seconds": 64.321034235,
+        "observed_allocated_bytes": 1798336,
+        "observed_bytes_per_second": 27958.754416629756
+      }
+    }
+  ],
+  "notes": [
+    "Fixed-order single pair using separate copies of the same private saved world and stationary view, with approximately three-minute warm-up before clean frame recordings.",
+    "One earlier candidate frame capture contained pause exclusions and was discarded; its separate preceding allocation recording had already completed.",
+    "Allocation counters have their own roughly 64-second observation spans; recordings started approximately 36-42 seconds after joining. Profiling overhead and JIT/cache effects are not eliminated.",
+    "Both worlds saved and exited with no crash report or remaining game process. The outer foreground control launcher returned 143; it did not expose the game exit status.",
+    "No useful allocation reduction or whole-game speedup is established. Not a Mac, retained-memory or GPU performance benchmark."
+  ],
+  "provenance": {
+    "source_commit": "349724b3b612351daa1616daa79beca8897839ab",
+    "runtime_mod_matches_linux_ci": true,
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37168818519"
+  }
+}

benchmarks/culling-rays-2026-10-04/local-applied-hooks.json

@@ -0,0 +1,54 @@
+{
+  "schema": 1,
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "entity_culling": "1.11.2",
+  "original_mod_sha256": "7351b417fc83460def5947636444413874ee812e949342f091ef03674e0c0e58",
+  "results": [
+    {
+      "enabled": false,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 24318096,
+      "cpu_ns": 166989515,
+      "wall_ns": 239648128,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    },
+    {
+      "enabled": true,
+      "public_boxes": 12800,
+      "provider_reads": 105239,
+      "edge_rays": 2197,
+      "visibility_digest": "da7286327283ce854dca2ab798d97c3b1cde55ac67112bd231c48df6d9388e00",
+      "query_digest": "124074ad764ab680b93896d47fa347a15f0b17ef41d2f8af5bd8e75f75208e12",
+      "intersection_digest": "f311c0b608b44b9eab2bb1e6347c3e18b003d05c939a8fbea9ba81fb16c8e8ae",
+      "allocated_bytes": 920,
+      "cpu_ns": 149367051,
+      "wall_ns": 165549458,
+      "measured_checks": 2000000,
+      "checksum": 0,
+      "input_unchanged": true,
+      "scratch_ownership_checked": true
+    }
+  ],
+  "notes": [
+    "Actual upstream culling methods inside Fabric; private fixture invokers do not enter production packs.",
+    "Two interleaved instances and several occluder patterns; matching boolean and query digests.",
+    "Signed zero, tiny/large values, infinities and NaN are exercised directly in ray intersection.",
+    "Unchanged input vectors, independent instance scratch and upstream arithmetic values are checked.",
+    "Allocation and CPU are single warmed caller-loop observations; JIT folding can vary.",
+    "Not a game FPS, visual-equivalence proof, whole-game RAM or Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "7cbe37b60594fb1631bc308f126d7925c4264a18",
+    "command": "python tools/test_culling_rays.py"
+  }
+}

benchmarks/debounce-queue-2026-10-03/macos-26.txt

@@ -0,0 +1,14 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Darwin 25.6.0 arm64; logical CPUs 3
+mode=upstream size=1 polls=2050320 worker_cpu_ms=218.517 wall_ms=250.000 worker_allocated_bytes=65610240
+mode=wait size=1 polls=24 worker_cpu_ms=1.116 wall_ms=250.103 worker_allocated_bytes=768
+mode=upstream size=1 polls=2641880 worker_cpu_ms=247.157 wall_ms=250.000 worker_allocated_bytes=84540160
+mode=wait size=1 polls=26 worker_cpu_ms=0.873 wall_ms=258.012 worker_allocated_bytes=832
+mode=upstream size=1 polls=2502067 worker_cpu_ms=248.481 wall_ms=250.000 worker_allocated_bytes=80066144
+mode=wait size=1 polls=22 worker_cpu_ms=0.693 wall_ms=252.426 worker_allocated_bytes=704
+mode=upstream size=64 polls=1073260 worker_cpu_ms=249.930 wall_ms=250.000 worker_allocated_bytes=34344320
+mode=wait size=64 polls=21 worker_cpu_ms=0.624 wall_ms=251.431 worker_allocated_bytes=672
+mode=upstream size=64 polls=1117775 worker_cpu_ms=248.519 wall_ms=250.000 worker_allocated_bytes=35768800
+mode=wait size=64 polls=66 worker_cpu_ms=1.172 wall_ms=252.401 worker_allocated_bytes=2112
+mode=upstream size=64 polls=1017233 worker_cpu_ms=248.550 wall_ms=250.000 worker_allocated_bytes=32551456
+mode=wait size=64 polls=74 worker_cpu_ms=1.154 wall_ms=250.207 worker_allocated_bytes=2368

benchmarks/debounce-queue-2026-10-03/ubuntu-latest.txt

@@ -0,0 +1,14 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
+mode=upstream size=1 polls=3147912 worker_cpu_ms=248.446 wall_ms=250.000 worker_allocated_bytes=100733184
+mode=wait size=1 polls=234 worker_cpu_ms=3.085 wall_ms=250.068 worker_allocated_bytes=7488
+mode=upstream size=1 polls=3108002 worker_cpu_ms=249.985 wall_ms=250.000 worker_allocated_bytes=99456064
+mode=wait size=1 polls=235 worker_cpu_ms=2.960 wall_ms=250.088 worker_allocated_bytes=7520
+mode=upstream size=1 polls=3073051 worker_cpu_ms=248.404 wall_ms=250.000 worker_allocated_bytes=98337632
+mode=wait size=1 polls=235 worker_cpu_ms=2.904 wall_ms=250.067 worker_allocated_bytes=7520
+mode=upstream size=64 polls=999765 worker_cpu_ms=248.680 wall_ms=250.000 worker_allocated_bytes=31992480
+mode=wait size=64 polls=235 worker_cpu_ms=2.887 wall_ms=250.067 worker_allocated_bytes=7520
+mode=upstream size=64 polls=999096 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=31971072
+mode=wait size=64 polls=234 worker_cpu_ms=2.890 wall_ms=250.068 worker_allocated_bytes=7488
+mode=upstream size=64 polls=992373 worker_cpu_ms=249.987 wall_ms=250.000 worker_allocated_bytes=31755936
+mode=wait size=64 polls=234 worker_cpu_ms=2.891 wall_ms=250.068 worker_allocated_bytes=7488

benchmarks/debounce-queue-2026-10-03/windows-latest.txt

@@ -0,0 +1,14 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Windows 2025Server AMD64; logical CPUs 4
+mode=upstream size=1 polls=3016566 worker_cpu_ms=234.375 wall_ms=250.000 worker_allocated_bytes=96530112
+mode=wait size=1 polls=173 worker_cpu_ms=0.000 wall_ms=250.006 worker_allocated_bytes=5536
+mode=upstream size=1 polls=2991508 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=95728256
+mode=wait size=1 polls=175 worker_cpu_ms=0.000 wall_ms=250.856 worker_allocated_bytes=5600
+mode=upstream size=1 polls=2979343 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=95338976
+mode=wait size=1 polls=171 worker_cpu_ms=0.000 wall_ms=251.306 worker_allocated_bytes=5472
+mode=upstream size=64 polls=1001664 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=32053248
+mode=wait size=64 polls=168 worker_cpu_ms=0.000 wall_ms=250.695 worker_allocated_bytes=5376
+mode=upstream size=64 polls=1001600 worker_cpu_ms=250.000 wall_ms=250.000 worker_allocated_bytes=32051200
+mode=wait size=64 polls=166 worker_cpu_ms=0.000 wall_ms=250.593 worker_allocated_bytes=5312
+mode=upstream size=64 polls=988856 worker_cpu_ms=234.375 wall_ms=250.000 worker_allocated_bytes=31643392
+mode=wait size=64 polls=171 worker_cpu_ms=0.000 wall_ms=250.557 worker_allocated_bytes=5472

benchmarks/debounce-queue-2026-10-04/live-observations.json

@@ -0,0 +1,196 @@
+{
+  "schema": 1,
+  "measurement": "Single fixed-order stationary Linux software-rendered pair; targeted allocation observation, not a statistical FPS/RAM comparison",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "java_vendor": "Ubuntu",
+  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+  "graphics": "llvmpipe LLVM21.1.8 OpenGL, 1280x800",
+  "captured_settings_match": true,
+  "settings": {
+    "render_distance": 12,
+    "simulation_distance": 12,
+    "lod_radius": 128,
+    "lod_quality": "MEDIUM/MEDIUM BLOCK",
+    "terrain_workers": 2,
+    "runtime_ratio_start_and_end": 0.5,
+    "world_difficulty": "PEACEFUL",
+    "fov": 70,
+    "heap_max": "3G",
+    "collector": "G1",
+    "compact_headers": true,
+    "frame_limit": "uncapped",
+    "other_original_controllers": false,
+    "interruptible_terrain_read": true
+  },
+  "runs": [
+    {
+      "profile": "m2-balanced",
+      "elapsed_seconds": 120.305371929,
+      "frame_samples": 230,
+      "tick_samples": 2401,
+      "tick_elapsed_seconds": 120.040272048,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "frame_stats": {
+        "count": 230,
+        "meanMs": 519.2565329826086,
+        "p50Ms": 492.583608,
+        "p95Ms": 700.364095,
+        "p99Ms": 803.28719,
+        "maxMs": 955.16614,
+        "meanRate": 1.9258303679994195,
+        "lowOnePercentRate": 1.146414365311511,
+        "over16Ms": 230,
+        "over33Ms": 230,
+        "over50Ms": 230,
+        "over100Ms": 230
+      },
+      "tick_execution_stats": {
+        "count": 2401,
+        "meanMs": 9.248066071636819,
+        "p50Ms": 8.529226,
+        "p95Ms": 16.494711,
+        "p99Ms": 23.483163,
+        "maxMs": 65.248147,
+        "meanRate": 108.13071535755256,
+        "lowOnePercentRate": 29.893225023275733,
+        "over16Ms": 113,
+        "over33Ms": 9,
+        "over50Ms": 2,
+        "over100Ms": 0
+      },
+      "process_cpu_seconds": 432.81,
+      "process_rss_peak_sampled_bytes": 2898677760,
+      "queue_wait": false,
+      "wakeable_idle": false,
+      "queue_allocation_counters": [
+        {
+          "thread_id": 86,
+          "thread": "DH-Chunk Update Queue [minecraft:overworld] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.391610411,
+          "observed_allocated_bytes": 982644080,
+          "observed_bytes_per_second": 15260436.471893786
+        },
+        {
+          "thread_id": 93,
+          "thread": "DH-Chunk Update Queue [minecraft:the_end] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.391610411,
+          "observed_allocated_bytes": 66520,
+          "observed_bytes_per_second": 1033.0538338055978
+        },
+        {
+          "thread_id": 98,
+          "thread": "DH-Chunk Update Queue [minecraft:the_nether] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.391610411,
+          "observed_allocated_bytes": 66408,
+          "observed_bytes_per_second": 1031.3144767793467
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 178.149902,
+      "preceding_jfr_gc_pause_longest_ms": 34.011115,
+      "world_save_and_exit_zero": true
+    },
+    {
+      "profile": "queue-wait",
+      "elapsed_seconds": 120.448597645,
+      "frame_samples": 225,
+      "tick_samples": 2401,
+      "tick_elapsed_seconds": 120.040563501,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "frame_stats": {
+        "count": 225,
+        "meanMs": 529.5368389244444,
+        "p50Ms": 502.825816,
+        "p95Ms": 717.088739,
+        "p99Ms": 798.871994,
+        "maxMs": 843.221511,
+        "meanRate": 1.8884427418328913,
+        "lowOnePercentRate": 1.2159699757233216,
+        "over16Ms": 225,
+        "over33Ms": 225,
+        "over50Ms": 225,
+        "over100Ms": 225
+      },
+      "tick_execution_stats": {
+        "count": 2401,
+        "meanMs": 9.375896729279466,
+        "p50Ms": 8.803401,
+        "p95Ms": 16.938218,
+        "p99Ms": 22.983944,
+        "maxMs": 63.421671,
+        "meanRate": 106.65646485601272,
+        "lowOnePercentRate": 31.02504677094056,
+        "over16Ms": 128,
+        "over33Ms": 7,
+        "over50Ms": 2,
+        "over100Ms": 0
+      },
+      "process_cpu_seconds": 430.67,
+      "process_rss_peak_sampled_bytes": 2989219840,
+      "queue_wait": true,
+      "wakeable_idle": true,
+      "queue_allocation_counters": [
+        {
+          "thread_id": 88,
+          "thread": "DH-Chunk Update Queue [minecraft:overworld] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.387296767,
+          "observed_allocated_bytes": 739640,
+          "observed_bytes_per_second": 11487.359108684974
+        },
+        {
+          "thread_id": 93,
+          "thread": "DH-Chunk Update Queue [minecraft:the_nether] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.387296767,
+          "observed_allocated_bytes": 0,
+          "observed_bytes_per_second": 0.0
+        },
+        {
+          "thread_id": 100,
+          "thread": "DH-Chunk Update Queue [minecraft:the_end] Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.387296767,
+          "observed_allocated_bytes": 0,
+          "observed_bytes_per_second": 0.0
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 151.522451,
+      "preceding_jfr_gc_pause_longest_ms": 47.79999,
+      "world_save_and_exit_zero": true
+    }
+  ],
+  "provenance": {
+    "production_mod_source_commit": "24c65f512dece83b153b206e33cd4c4294b42de2",
+    "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
+    "source_level_snapshot_sha256": "86a3c75ea993e50c4428da4dbadc5856688a9367f035c41b8bb49863a9aeb644",
+    "first_saved_cameras_match": true,
+    "saved_camera": {
+      "position": [
+        -56.5,
+        69.0,
+        55.5
+      ],
+      "rotation": [
+        141.5,
+        16.950002670288086
+      ]
+    }
+  },
+  "notes": [
+    "Separate copies of the same private world; candidate then control. JFR begins about121seconds after demo dismissal; frame capture begins about307seconds after dismissal.",
+    "JFR allocation counters span about64seconds; pause measurements are from the preceding JFR recordings, not the later frame capture.",
+    "Recorded overworld queue allocation counter rate is about15.3MB/s upstream versus11.5KB/s with waiting. Task-completion and generated geometry volumes are not controlled quantitatively.",
+    "Control has230frames versus225candidate; sampled peak RSS is lower in control, and later whole-process CPU differences are small. No game FPS, retained-memory or whole-process CPU improvement is established.",
+    "Daylight advances normally; lighting, entity activity and cache/JIT differences are not fully controlled. No Apple Silicon or hardware-GPU result.",
+    "Tick meanRate is inverse execution duration, not observed TPS. Both recordings contain2401tick execution samples over about120seconds.",
+    "Actual JSON/CSV viewer comparisons and390pxlayout pass. The real discarded capture with zero eligible frames and209exclusions is rejected by the viewer and excluded from performance comparisons.",
+    "No private worlds, full game logs or JFR recordings are published."
+  ]
+}

benchmarks/dispatch-retry-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,34 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "results": [
+    {
+      "enabled": false,
+      "submission_allocated_bytes": 216987192,
+      "submission_cpu_ns": 372949442,
+      "submission_wall_ns": 401548875,
+      "rejections": 63790,
+      "tasks_completed": 2,
+      "occupied_slots": 0
+    },
+    {
+      "enabled": true,
+      "submission_allocated_bytes": 103384,
+      "submission_cpu_ns": 941367,
+      "submission_wall_ns": 959453,
+      "rejections": 6,
+      "tasks_completed": 2,
+      "occupied_slots": 0
+    }
+  ],
+  "notes": [
+    "Synthetic full physical worker queue; both modes use the actual publisher dispatcher inside Fabric.",
+    "Allocation and CPU measure the submission caller only; retry scheduler activity is excluded.",
+    "Upstream keeps the caller blocked for the requested 200 ms observation window; patched returns earlier.",
+    "Both modes verify exact task counts, recovered occupied slots and fixture worker shutdown.",
+    "Not a game FPS, terrain completion, whole-game RAM, or hardware compatibility benchmark."
+  ]
+}

benchmarks/entity-model-document-2026-10-14/README.md

@@ -1,78 +0,0 @@
-# Entity model document loading
-
-The three startup batches (boats/chest boats, minecarts, armor stands/player armor)
-now share one parsed document. For this fixture, that replaces 43 full document
-reads/parses (boat discovery plus 42 selected layers) with one. Selected models
-still produce independent `Part` trees; the document is dropped after the batches
-are built. Other entity loaders retain their existing behavior.
-
-## Reproduce
-
-From the repository root:
-
-```sh
-python3 benchmarks/entity-model-document-2026-10-14/generate_fixture.py /tmp/horizon-entity-model-document-fixture.json
-ENTITY_MODEL_BENCH_DOCUMENT=/tmp/horizon-entity-model-document-fixture.json \
-  CARGO_TARGET_DIR=/home/bob/Documents/horizon/target \
-  cargo test -p horizon-client --profile fast --bin horizon-client \
-  entity_model_document_benchmark -- --ignored --nocapture
-```
-
-`CARGO_TARGET_DIR` is optional and can be changed for another machine. Supply a
-prepared `entity-models.json` through `ENTITY_MODEL_BENCH_DOCUMENT` to benchmark
-that document instead; the harness copies only that file to a temporary root.
-`ENTITY_MODEL_BENCH_REPETITIONS` controls repetitions (default 15).
-
-The opt-in Rust test calls the actual three optimized production loaders and
-compares every selected part name, pose, polygon normal/vertex and child against
-the previous algorithm using the compatible per-model `load_model` API. Timings
-include reading, parsing, constructing, normalizing into a common result map, and
-dropping the result. Each variant gets three warmups and 15 measured calls, with
-order alternating. `black_box` consumes inputs/results. No other builds or
-optimization benchmarks ran during the measured calls.
-
-## Input and limitations
-
-Prepared resources were unavailable in the repository and local Horizon asset
-directories. This is a **synthetic** 2,473,695-byte document with 458 model layers,
-each containing 12 posed parts with six exported quads and normals. It selects 22
-boat/chest-boat layers, six minecart layers and 14 armor/player layers (42 total).
-One wood name is synthetic (`test_wood`); boat discovery accepts arbitrary wood
-names. The extra layers model the cost of parsing a full production-size document
-for each selected model.
-
-File data is warm in the OS page cache. Equipment files are absent, so equipment
-texture loading is excluded. This measures the entity-model batch only and does
-not establish overall startup, frame time or FPS improvement. Shapes/layer counts
-in real prepared documents can produce different absolute timings.
-
-Machine: AMD Ryzen 5 5600X (6 cores / 12 threads), Linux x86_64,
-Rust 1.99.0 (b940084d7, LLVM 23.1.1), Cargo `fast` profile (opt-level 3,
-16 codegen units, no LTO). Baseline algorithm corresponds to main
-`73a019967e9665c6b96332988c13cb66679d8477`.
-
-## Results
-
-| Variant | Median batch time | Full document reads/parses |
-| --- | ---: | ---: |
-| Previous per-model algorithm | 1,434.974 ms | 43 |
-| Shared document | 33.420 ms | 1 |
-
-The measured batch is **42.94× faster** on this synthetic input. All 15 samples
-for both variants, warmup count, document size and selected model count are in
-[`results.json`](results.json).
-
-## Validation
-
-```sh
-cargo fmt --all -- --check
-CARGO_TARGET_DIR=/home/bob/Documents/horizon/target \
-  cargo test -p horizon-client --profile fast --bin horizon-client \
-  entity_model_loading_tests -- --nocapture
-CARGO_TARGET_DIR=/home/bob/Documents/horizon/target \
-  cargo clippy -p horizon-client --profile fast --lib --bin horizon-client --tests -- -D warnings
-```
-
-The regular tests cover full/sparse documents, unrelated layers, a missing file,
-invalid JSON, non-object JSON, missing model keys, independent model trees, and
-equipment loading when the document is unavailable.

benchmarks/entity-model-document-2026-10-14/generate_fixture.py

@@ -1,31 +0,0 @@
-"""Generate a production-size synthetic document; no prepared assets required."""
-import json
-import pathlib
-import sys
-
-woods = "oak spruce birch jungle acacia dark_oak mangrove cherry bamboo pale_oak test_wood".split()
-carts = "minecart chest_minecart hopper_minecart furnace_minecart tnt_minecart command_block_minecart".split()
-keys = [f"minecraft:{prefix}/{wood}#main" for prefix in ("boat", "chest_boat") for wood in woods]
-keys += [f"minecraft:{cart}#main" for cart in carts]
-keys += [f"minecraft:{model}#{slot}" for model in ("player", "armor_stand", "armor_stand_small")
-         for slot in ("helmet", "chestplate", "leggings", "boots")]
-keys += [f"minecraft:{model}#main" for model in ("armor_stand", "armor_stand_small")]
-
-face = [[0, 0, 0, 0, 0], [16, 0, 0, 1, 0], [16, 16, 0, 1, 1], [0, 16, 0, 0, 1]]
-part = {"pose": [1, 2, 3, 0.25, -0.5, 0.75, 1, 1, 1], "polygons": [face] * 6,
-        "normals": [[0, 0, 1]] * 6}
-model = {"pose": [0, 0, 0, 0, 0, 0, 1, 1, 1],
-         "children": {f"part_{i}": part for i in range(12)}}
-encoded = json.dumps(model, separators=(",", ":"))
-entries = [json.dumps(key) + ":" + encoded for key in keys]
-size = 2 + sum(map(len, entries)) + len(entries) - 1
-index = 0
-while size < 2_470_000:
-    entry = json.dumps(f"minecraft:fixture_{index}#main") + ":" + encoded
-    entries.append(entry)
-    size += 1 + len(entry)
-    index += 1
-output = pathlib.Path(sys.argv[1])
-output.write_text("{" + ",".join(entries) + "}")
-print(json.dumps({"path": str(output), "bytes": output.stat().st_size,
-                  "layers": len(entries), "selected_layers": len(keys)}))

benchmarks/entity-model-document-2026-10-14/results.json

@@ -1,43 +0,0 @@
-{
-  "baseline_median_ms": 1434.973835,
-  "baseline_ms": [
-    1400.008286,
-    1406.761694,
-    1408.9131360000001,
-    1418.6680549999999,
-    1419.149658,
-    1427.082872,
-    1433.088092,
-    1434.973835,
-    1449.7688150000001,
-    1452.143883,
-    1453.987998,
-    1455.518231,
-    1457.0334540000001,
-    1458.588552,
-    1485.34133
-  ],
-  "document_bytes": 2473695,
-  "optimized_median_ms": 33.419768000000005,
-  "optimized_ms": [
-    32.64795,
-    32.812732,
-    33.054488,
-    33.056914,
-    33.102999000000004,
-    33.23532,
-    33.28287,
-    33.419768000000005,
-    33.610569,
-    33.874749,
-    33.915657,
-    33.93877,
-    34.009893999999996,
-    34.550526,
-    36.096408000000004
-  ],
-  "repetitions": 15,
-  "selected_models": 42,
-  "speedup": 42.937875421516985,
-  "warmup_pairs": 3
-}

benchmarks/graphics/after-4080.json

@@ -1,546 +0,0 @@
-{
-  "label": "after-4080",
-  "date": "2026-10-13",
-  "commit": "9006566b",
-  "host": "ludodesktop",
-  "offscreen": true,
-  "seed": "1234",
-  "flight_seconds": 12.0,
-  "scenes": {
-    "village": {
-      "from": [
-        -960.0,
-        125.0,
-        80.0
-      ],
-      "to": [
-        -960.0,
-        125.0,
-        272.0
-      ],
-      "pitch": 35.0
-    },
-    "forest": {
-      "from": [
-        -1100.0,
-        120.0,
-        -560.0
-      ],
-      "to": [
-        -1100.0,
-        120.0,
-        -368.0
-      ],
-      "pitch": 25.0
-    },
-    "ocean": {
-      "from": [
-        -300.0,
-        85.0,
-        -420.0
-      ],
-      "to": [
-        -300.0,
-        85.0,
-        -228.0
-      ],
-      "pitch": 10.0
-    },
-    "mountain": {
-      "from": [
-        560.0,
-        260.0,
-        860.0
-      ],
-      "to": [
-        752.0,
-        260.0,
-        860.0
-      ],
-      "pitch": 30.0
-    }
-  },
-  "distances": {
-    "8": {
-      "renderer": {
-        "backend": "Vulkan",
-        "drawn_sections": 133,
-        "gpu": "NVIDIA GeForce RTX 4080",
-        "present_mode": "Immediate",
-        "size": [
-          1280,
-          720
-        ],
-        "uploaded_bytes": 941908352
-      },
-      "village": {
-        "avg_fps": 2409.179688612205,
-        "cpu": {
-          "avg_ms": 0.41004928978864236,
-          "max_ms": 18.15971565246582,
-          "p50_ms": 0.2718150019645691,
-          "p95_ms": 0.7112299799919128,
-          "p99_ms": 1.316559076309204
-        },
-        "frames": 28910,
-        "gpu": {
-          "avg_ms": 0.09866036293994015,
-          "max_ms": 0.25088000297546387,
-          "p50_ms": 0.08806400001049042,
-          "p95_ms": 0.1740799993276596,
-          "p99_ms": 0.19968000054359436
-        },
-        "low_1pct_fps": 160.80638022914025,
-        "max_ms": 18.175312042236328,
-        "p50_ms": 0.2760099768638611,
-        "p95_ms": 0.7161250114440918,
-        "p99_ms": 1.4078609943389893,
-        "phases_avg_ms": {
-          "prepare": 0.20953580908804606,
-          "render": 0.12439006986512069,
-          "tick": 0.05299293669455945,
-          "update": 0.023244019639293335
-        },
-        "seconds": 11.999935138359666,
-        "slow_phases_avg_ms": {
-          "prepare": 0.4052206484151298,
-          "render": 0.41893499056840766,
-          "tick": 5.252727109792939,
-          "update": 0.0936474929949076
-        }
-      },
-      "forest": {
-        "avg_fps": 1099.4635681039538,
-        "cpu": {
-          "avg_ms": 0.9003613499442573,
-          "max_ms": 23.31729507446289,
-          "p50_ms": 0.6657320261001587,
-          "p95_ms": 0.9898859858512878,
-          "p99_ms": 9.592857360839844
-        },
-        "frames": 13194,
-        "gpu": {
-          "avg_ms": 0.2639814413552015,
-          "max_ms": 3.0013439655303955,
-          "p50_ms": 0.2549760043621063,
-          "p95_ms": 0.3553279936313629,
-          "p99_ms": 0.37171199917793274
-        },
-        "low_1pct_fps": 82.87026130908886,
-        "max_ms": 27.990703582763672,
-        "p50_ms": 0.6705269813537598,
-        "p95_ms": 1.0082690715789795,
-        "p99_ms": 9.64776611328125,
-        "phases_avg_ms": {
-          "prepare": 0.571024256178027,
-          "render": 0.12442494783992657,
-          "tick": 0.1706307831885292,
-          "update": 0.03442592136820218
-        },
-        "seconds": 12.000397632777691,
-        "slow_phases_avg_ms": {
-          "prepare": 0.7136096191225629,
-          "render": 0.43175565880356415,
-          "tick": 10.713303016893791,
-          "update": 0.05390534066651581
-        }
-      },
-      "ocean": {
-        "avg_fps": 687.0806476294383,
-        "cpu": {
-          "avg_ms": 1.4490217101725757,
-          "max_ms": 29.75178337097168,
-          "p50_ms": 0.9425880312919617,
-          "p95_ms": 1.6511069536209106,
-          "p99_ms": 15.603099822998047
-        },
-        "frames": 8245,
-        "gpu": {
-          "avg_ms": 0.3711021953564546,
-          "max_ms": 1.5022079944610596,
-          "p50_ms": 0.3665919899940491,
-          "p95_ms": 0.43827199935913086,
-          "p99_ms": 0.4679679870605469
-        },
-        "low_1pct_fps": 47.486143092805435,
-        "max_ms": 29.770263671875,
-        "p50_ms": 0.947784960269928,
-        "p95_ms": 1.6628600358963013,
-        "p99_ms": 15.621638298034668,
-        "phases_avg_ms": {
-          "prepare": 0.8449565766073126,
-          "render": 0.1554101111230668,
-          "tick": 0.3840128544967872,
-          "update": 0.06481705411812297
-        },
-        "seconds": 12.000046906352043,
-        "slow_phases_avg_ms": {
-          "prepare": 1.2885668083845851,
-          "render": 0.45316039797771407,
-          "tick": 19.216593845781073,
-          "update": 0.08380924088947744
-        }
-      },
-      "mountain": {
-        "avg_fps": 343.77852072094186,
-        "cpu": {
-          "avg_ms": 1.5961282111390964,
-          "max_ms": 22.24184799194336,
-          "p50_ms": 0.8254669904708862,
-          "p95_ms": 11.660508155822754,
-          "p99_ms": 14.398658752441406
-        },
-        "frames": 4113,
-        "gpu": {
-          "avg_ms": 0.3449904050323872,
-          "max_ms": 2.9040639400482178,
-          "p50_ms": 0.3338240087032318,
-          "p95_ms": 0.43724799156188965,
-          "p99_ms": 0.5171200037002563
-        },
-        "low_1pct_fps": 29.95597087331344,
-        "max_ms": 33.422760009765625,
-        "p50_ms": 0.8299460411071777,
-        "p95_ms": 33.33942413330078,
-        "p99_ms": 33.37727355957031,
-        "phases_avg_ms": {
-          "prepare": 0.7147062004496516,
-          "render": 0.14707977256612884,
-          "tick": 0.6855548198381525,
-          "update": 0.04897363143349227
-        },
-        "seconds": 11.96409825539589,
-        "slow_phases_avg_ms": {
-          "prepare": 0.8949875491006034,
-          "render": 0.6183000469491595,
-          "tick": 14.63794419879005,
-          "update": 0.8699657806594457
-        }
-      }
-    },
-    "16": {
-      "renderer": {
-        "backend": "Vulkan",
-        "drawn_sections": 0,
-        "gpu": "NVIDIA GeForce RTX 4080",
-        "present_mode": "Immediate",
-        "size": [
-          1280,
-          720
-        ],
-        "uploaded_bytes": 16462208
-      },
-      "village": {
-        "avg_fps": 1041.3622747953375,
-        "cpu": {
-          "avg_ms": 0.9549695556642304,
-          "max_ms": 26.009796142578125,
-          "p50_ms": 0.4810290038585663,
-          "p95_ms": 2.5506999492645264,
-          "p99_ms": 9.879941940307617
-        },
-        "frames": 12496,
-        "gpu": {
-          "avg_ms": 0.22781361336253403,
-          "max_ms": 1.7469439506530762,
-          "p50_ms": 0.18534399569034576,
-          "p95_ms": 0.6113280057907104,
-          "p99_ms": 0.809984028339386
-        },
-        "low_1pct_fps": 64.04348583959742,
-        "max_ms": 26.032779693603516,
-        "p50_ms": 0.48582199215888977,
-        "p95_ms": 2.5584940910339355,
-        "p99_ms": 9.892412185668945,
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benchmarks/graphics/after-lavapipe.json

@@ -1,546 +0,0 @@
-{
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benchmarks/graphics/baseline-4080.json

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-{
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benchmarks/graphics/baseline-lavapipe.json

@@ -1,392 +0,0 @@
-{
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-  "date": "2026-10-13",
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benchmarks/idle-queue-2026-10-03/macos-26.txt

@@ -0,0 +1,42 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Darwin 25.6.0 arm64; logical CPUs 3
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benchmarks/idle-queue-2026-10-03/ubuntu-latest.txt

@@ -0,0 +1,42 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
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+mode=upstream trial=12 incoming_after_idle_ms=5.095 publication_to_pop_ms=45.070
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+mode=wakeable trial=13 incoming_after_idle_ms=5.168 publication_to_pop_ms=0.047
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+mode=wakeable trial=17 incoming_after_idle_ms=5.148 publication_to_pop_ms=0.044
+mode=upstream trial=18 incoming_after_idle_ms=5.181 publication_to_pop_ms=45.103
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+mode=wakeable trial=19 incoming_after_idle_ms=5.148 publication_to_pop_ms=0.051

benchmarks/idle-queue-2026-10-03/windows-latest.txt

@@ -0,0 +1,42 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Windows 2025Server AMD64; logical CPUs 4
+mode=upstream trial=0 incoming_after_idle_ms=5.487 publication_to_pop_ms=45.519
+mode=wakeable trial=0 incoming_after_idle_ms=5.377 publication_to_pop_ms=0.127
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+mode=upstream trial=2 incoming_after_idle_ms=5.096 publication_to_pop_ms=45.005
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+mode=wakeable trial=3 incoming_after_idle_ms=4.731 publication_to_pop_ms=0.077
+mode=upstream trial=4 incoming_after_idle_ms=5.312 publication_to_pop_ms=45.488
+mode=wakeable trial=4 incoming_after_idle_ms=5.156 publication_to_pop_ms=0.108
+mode=upstream trial=5 incoming_after_idle_ms=5.190 publication_to_pop_ms=45.580
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+mode=wakeable trial=19 incoming_after_idle_ms=5.162 publication_to_pop_ms=0.073

benchmarks/mac-vulkan-2026-10-04/live-observations.json

@@ -0,0 +1,930 @@
+{
+  "schema": 1,
+  "measurement": "Failed hosted macOS Vulkan graphics probes, not performance measurements",
+  "source_commit": "8282a731ecc08691f798a3ec596c7cc1d4f1dad1",
+  "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37193558884",
+  "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+  "cases": [
+    {
+      "case": [
+        "--profile",
+        "baseline",
+        "--backend",
+        "vulkan"
+      ],
+      "exit_code": 1,
+      "failure": [
+        {
+          "exit_code": 1,
+          "result_count": 0,
+          "java_exception_types": [
+            "java.lang.AssertionError",
+            "java.lang.RuntimeException"
+          ],
+          "expected_demo_authentication_errors_observed": true,
+          "backend_attempts": [
+            {
+              "backend": "Vulkan",
+              "operation": "load_library",
+              "result": "success"
+            },
+            {
+              "backend": "Vulkan",
+              "operation": "create_device",
+              "result": "success"
+            }
+          ],
+          "created_devices": [
+            {
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+            }
+          ],
+          "client_initializer_reached": true,
+          "readback_requested": true,
+          "vulkan_error_codes": [
+            "VK_ERROR_FEATURE_NOT_PRESENT"
+          ],
+          "fatal_jvm_error": false,
+          "profile": "baseline",
+          "preferred_backend": "vulkan"
+        }
+      ]
+    },
+    {
+      "case": [
+        "--profile",
+        "core-performance",
+        "--backend",
+        "vulkan"
+      ],
+      "exit_code": 1,
+      "failure": [
+        {
+          "exit_code": 1,
+          "result_count": 0,
+          "java_exception_types": [
+            "java.lang.AssertionError",
+            "java.lang.RuntimeException"
+          ],
+          "expected_demo_authentication_errors_observed": true,
+          "backend_attempts": [
+            {
+              "backend": "Vulkan",
+              "operation": "load_library",
+              "result": "success"
+            },
+            {
+              "backend": "Vulkan",
+              "operation": "create_device",
+              "result": "success"
+            }
+          ],
+          "created_devices": [
+            {
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+            }
+          ],
+          "client_initializer_reached": true,
+          "readback_requested": true,
+          "vulkan_error_codes": [
+            "VK_ERROR_FEATURE_NOT_PRESENT"
+          ],
+          "fatal_jvm_error": false,
+          "profile": "core-performance",
+          "preferred_backend": "vulkan"
+        }
+      ]
+    },
+    {
+      "case": [
+        "--profile",
+        "vulkan"
+      ],
+      "exit_code": 1,
+      "failure": [
+        {
+          "exit_code": 1,
+          "result_count": 0,
+          "java_exception_types": [
+            "java.lang.AssertionError",
+            "java.lang.RuntimeException"
+          ],
+          "expected_demo_authentication_errors_observed": true,
+          "backend_attempts": [
+            {
+              "backend": "Vulkan",
+              "operation": "load_library",
+              "result": "success"
+            },
+            {
+              "backend": "Vulkan",
+              "operation": "create_device",
+              "result": "success"
+            }
+          ],
+          "created_devices": [
+            {
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+            }
+          ],
+          "client_initializer_reached": true,
+          "readback_requested": true,
+          "vulkan_error_codes": [
+            "VK_ERROR_FEATURE_NOT_PRESENT"
+          ],
+          "fatal_jvm_error": false,
+          "profile": "vulkan",
+          "preferred_backend": "vulkan"
+        }
+      ]
+    }
+  ],
+  "limits": [
+    "Apple Paravirtual device and MoltenVK on a hosted ARM Mac; not physical M2 Pro GPU testing.",
+    "Library/device creation and readback request were observed, but no completed nonuniform readback report was produced.",
+    "All failures retained; neither successful rendering nor a screenshot-specific root cause is established.",
+    "Baseline includes the same original measurement mod and private test fixture; no core optimization mods or distant terrain.",
+    "Full logs, screenshots, game binaries and assets remain private.",
+    "Later selected stack locations place the observed failures in the screenshot callback; the independently logged Vulkan identifier is not established as their cause.",
+    "Actual assertions rejected uniform callback images in all three cases. Overlay state was not recorded, and displayed-window correctness is not established.",
+    "After guarding overlays, core/distant-terrain title readbacks pass but vanilla remains uniform; the aggregate research run fails. No world-rendering or physical-M2 claim.",
+    "Later world probes pass all three Vulkan cases on the hosted Mac; failed title cases remain retained. These are short startup/readback/save probes, not physical-GPU performance tests."
+  ],
+  "later_stack_run": {
+    "source_commit": "a77476b54e7bf4a1b3a96cb9d8108ed7c1c7b2b0",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37193954843",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "baseline",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "core-performance",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "vulkan",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      }
+    ]
+  },
+  "later_pixel_run": {
+    "source_commit": "213498c77ed643617083dacf4aaa283a1cb4815a",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37194354615",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "baseline",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "core-performance",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "vulkan",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      }
+    ]
+  },
+  "later_overlay_run": {
+    "source_commit": "a1d8c1b8246008ac4076cdcaf0f64c71eaf4c767",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37194690645",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 1,
+        "failure": [
+          {
+            "exit_code": 1,
+            "result_count": 0,
+            "java_exception_types": [
+              "java.lang.AssertionError",
+              "java.lang.RuntimeException"
+            ],
+            "expected_demo_authentication_errors_observed": true,
+            "backend_attempts": [
+              {
+                "backend": "Vulkan",
+                "operation": "load_library",
+                "result": "success"
+              },
+              {
+                "backend": "Vulkan",
+                "operation": "create_device",
+                "result": "success"
+              }
+            ],
+            "created_devices": [
+              {
+                "gpu": "Apple Paravirtual device",
+                "graphics_backend": "Vulkan",
+                "graphics_driver": "1.2.350 MoltenVK 1.4.2"
+              }
+            ],
+            "client_initializer_reached": true,
+            "readback_requested": true,
+            "readback_callback_received": true,
+            "readback_inspections": [
+              {
+                "framebuffer_width": 1280,
+                "framebuffer_height": 646,
+                "sampled_pixels": 4160,
+                "distinct_sampled_rgb": 1
+              }
+            ],
+            "probe_failure_categories": [
+              "uniform_readback"
+            ],
+            "vulkan_error_codes": [
+              "VK_ERROR_FEATURE_NOT_PRESENT"
+            ],
+            "fatal_jvm_error": false,
+            "observed_graphics_stack_methods": [
+              "net.minecraft.client.Screenshot.lambda$takeScreenshot$1",
+              "com.mojang.renderpearl.backend.vulkan.DestructionQueue.rotate",
+              "com.mojang.renderpearl.backend.vulkan.VulkanCommandEncoder.submit",
+              "com.mojang.renderpearl.frontend.FrontendCommandEncoder.submit"
+            ],
+            "profile": "baseline",
+            "preferred_backend": "vulkan"
+          }
+        ]
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "title",
+              "title_screen_observed": true,
+              "world_loaded": false,
+              "ready_client_ticks": 42,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 105,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 163,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "3c802923766cf9e7f45020bc2d858c23de655cb8e35fa058a050e7b09a1d3708",
+              "profile": "core-performance",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "title",
+              "title_screen_observed": true,
+              "world_loaded": false,
+              "ready_client_ticks": 42,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 122,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 163,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "3c802923766cf9e7f45020bc2d858c23de655cb8e35fa058a050e7b09a1d3708",
+              "profile": "vulkan",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      }
+    ]
+  },
+  "later_world_run": {
+    "source_commit": "5f9f973295c5cc948a6999a849c2c843f5e831f6",
+    "run_url": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37195149166",
+    "cases": [
+      {
+        "case": [
+          "--profile",
+          "baseline",
+          "--backend",
+          "vulkan",
+          "--world"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "world",
+              "title_screen_observed": false,
+              "world_loaded": true,
+              "ready_client_ticks": 42,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 323,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 1278,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "9e9be2562390f24fe8c8e0442ef9cdfd47910febd95d8f0c0f5706191a53f1f6",
+              "profile": "baseline",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      },
+      {
+        "case": [
+          "--profile",
+          "core-performance",
+          "--backend",
+          "vulkan",
+          "--world"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "world",
+              "title_screen_observed": false,
+              "world_loaded": true,
+              "ready_client_ticks": 51,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 90,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 1024,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "e0a6ad253ca0490b35217ce9ad799dc7d4c04e4ecf446eeacd1aa5196db317bb",
+              "profile": "core-performance",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      },
+      {
+        "case": [
+          "--profile",
+          "vulkan",
+          "--world"
+        ],
+        "exit_code": 0,
+        "report": {
+          "schema": 1,
+          "platform": "macOS-26.6.2-arm64-arm-64bit",
+          "architecture": "arm64",
+          "minecraft": "26.3",
+          "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+          "results": [
+            {
+              "observed_mode": "world",
+              "title_screen_observed": false,
+              "world_loaded": true,
+              "ready_client_ticks": 53,
+              "window_active": true,
+              "overlay_present": false,
+              "overlay_wait_ticks": 88,
+              "framebuffer_width": 1280,
+              "framebuffer_height": 646,
+              "sampled_pixels": 4160,
+              "distinct_sampled_rgb": 1287,
+              "gpu": "Apple Paravirtual device",
+              "graphics_backend": "Vulkan",
+              "graphics_driver": "1.2.350 MoltenVK 1.4.2",
+              "private_png_sha256": "a17d1740e34cc9f49b67a4c56f51d0843f756e9d2eb3d19d6a926ad5f8f0ed36",
+              "profile": "vulkan",
+              "preferred_backend": "vulkan",
+              "launcher_exit_code": 0,
+              "backend_attempts": [
+                {
+                  "backend": "Vulkan",
+                  "operation": "load_library",
+                  "result": "success"
+                },
+                {
+                  "backend": "Vulkan",
+                  "operation": "create_device",
+                  "result": "success"
+                }
+              ]
+            }
+          ],
+          "limits": [
+            "Short scene startup and nonuniform framebuffer readback only.",
+            "World mode uses the ordinary limited demo; world files remain private.",
+            "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+            "Vulkan preference can fall back; inspect the observed backend.",
+            "PNG images, assets and full logs remain in the private runtime directory."
+          ]
+        }
+      }
+    ]
+  },
+  "local_linux_core_vulkan_world": {
+    "schema": 1,
+    "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+    "architecture": "x86_64",
+    "minecraft": "26.3",
+    "original_mod_sha256": "e651ef49bc97486e8dacfd4b640465c442525cd645e2dba71ddea9fb64347dd8",
+    "results": [
+      {
+        "observed_mode": "world",
+        "title_screen_observed": false,
+        "world_loaded": true,
+        "ready_client_ticks": 47,
+        "window_active": true,
+        "overlay_present": false,
+        "overlay_wait_ticks": 111,
+        "framebuffer_width": 1280,
+        "framebuffer_height": 800,
+        "sampled_pixels": 4288,
+        "distinct_sampled_rgb": 1895,
+        "gpu": "llvmpipe (LLVM 21.1.8, 256 bits)",
+        "graphics_backend": "Vulkan",
+        "graphics_driver": "1.4.335 llvmpipe Mesa 26.0.8-1ubuntu0.3 (LLVM 21.1.8)",
+        "private_png_sha256": "52b26102b3037cab4ab6b7011a6c1255eebaa808d1d3dd5e77ff23fcde092acb",
+        "profile": "core-performance",
+        "preferred_backend": "vulkan",
+        "launcher_exit_code": 0,
+        "backend_attempts": [
+          {
+            "backend": "Vulkan",
+            "operation": "load_library",
+            "result": "success"
+          },
+          {
+            "backend": "Vulkan",
+            "operation": "create_device",
+            "result": "success"
+          }
+        ]
+      }
+    ],
+    "limits": [
+      "Short scene startup and nonuniform framebuffer readback only.",
+      "World mode uses the ordinary limited demo; world files remain private.",
+      "No exhaustive gameplay, visual-correctness, FPS or M2 Pro performance claim.",
+      "Vulkan preference can fall back; inspect the observed backend.",
+      "PNG images, assets and full logs remain in the private runtime directory."
+    ]
+  }
+}

benchmarks/model-state-parse-2026-10-14.md

@@ -1,69 +0,0 @@
-# Reuse parsed model states
-
-`models::prepare` parsed `model-states.json` to select blocks, then
-`StateModels::load` reopened and parsed the same document for binding and baking.
-`StateModels::from_facts` now borrows the first parsed map. The public `load`
-entry point still reads, parses and validates its own document. Both paths retain
-the `fs::read` + `serde_json::from_slice` strategy merged in PR #205.
-
-The shared map uses `BTreeMap`, preserving the original catalog loader's JSON
-validation, including rejection of top-level `null`. The old selection map was
-`serde_json::Map`, also backed by a BTreeMap with the project's current features.
-Catalog binding, model selection and baking are unchanged. Preparation no longer
-holds a second complete JSON tree while constructing the catalog; no persistent
-cache or extra clones were added.
-
-## Measurement
-
-The committed `model_states_bench` example runs main's two-parse sequence after PR #205
-(first a serde JSON map, then `StateModels::load`) and the new one-parse sequence
-(first a BTreeMap, then `StateModels::from_facts`). Both select blocks from the
-same generated document with slice parsing and call the actual catalog binding/baking code. Timing
-includes file reads, parsing, filtering, binding, baking and result destruction.
-Fixture generation and equality checks run outside the timed region.
-
-Prepared Minecraft resources were unavailable locally, so this is a synthetic
-2,836,696-byte document containing 843 block schemas and 53,952 states. Schemas
-combine integer and named properties. Blockstate resources use weighted and
-conditional multipart choices with rotations and UV locking, sharing one model
-with a baked face. Its absent texture uses the normal missing-sprite fallback.
-Both paths read identical files with a warm OS cache. The workload does not
-represent the full diversity of production model and texture assets.
-
-On AMD Ryzen 5 5600X, Linux 7.2.8-zen1-2-zen x86_64, rustc 1.99.0
-(b940084d7 2026-09-28), Cargo `fast` profile, serial execution:
-
-| Path | Median (15 samples) |
-| --- | ---: |
-| Before: parse twice, with #205 slice readers | 96.080 ms |
-| After: reuse first parse, with #205 slice readers | 73.585 ms |
-
-**1.306x speedup; 23.41% less elapsed time** for this loading segment after PR #205. Each path
-has two warmups, sample order alternates, and inputs/results use `black_box`.
-This excludes gallery placements, GPU work and overall application startup.
-
-These measurements supersede the original unbuffered-reader timings
-(2732.004 ms → 1386.060 ms, 1.971x) after rebasing onto main at
-`e96e1571`. The reviewer measured approximately 1.05x with real prepared resources;
-the generated fixture's balance of parsing and binding differs from production.
-The change still removes one complete document read, parse and JSON tree.
-
-Equality validation compares every state's selected variants and baked geometry
-at three positions, plus sprite layers and opacity/translucency flags. The
-focused test also checks matching schema/registry errors, malformed/missing
-source files, rejection of `null`, and successful shared-facts loading after the
-source file has been deleted.
-
-## Reproduce
-
-```sh
-export CARGO_TARGET_DIR=/home/bob/Documents/horizon/target
-export CARGO_INCREMENTAL=0
-cargo run -p horizon-client --profile fast --example model_states_bench -- 15
-cargo test -p horizon-client --profile fast --example model_states_bench
-cargo clippy -p horizon-client --all-targets --profile fast -- -D warnings
-cargo fmt --all -- --check
-```
-
-The target directory can be changed for another machine. The example creates and
-removes its fixtures in the system temporary directory.

benchmarks/object-headers-2026-10-03/macos-26.txt

@@ -0,0 +1,104 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Darwin 25.6.0 arm64; logical CPUs 3
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+compact_object_headers=false
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benchmarks/object-headers-2026-10-03/ubuntu-latest.txt

@@ -0,0 +1,104 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
+Platform Linux 6.17.0-1022-azure x86_64; logical CPUs 4
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benchmarks/object-headers-2026-10-03/windows-latest.txt

@@ -0,0 +1,104 @@
+Java openjdk 25.0.4.1 2026-08-18 LTS
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benchmarks/overlay-real-packs-2026-10-15.json

@@ -1,54 +0,0 @@
-{
-  "date": "2026-10-15",
-  "environment": "Linux x86_64/ext4/NVMe, Ryzen5 5600X, Rust1.99.0, Cargo fast",
-  "scope": "actual resource_root vs original wrapper/builder; warmed storage; output equivalence outside timing",
-  "warmups": 2,
-  "median_samples": 11,
-  "prepared_minecraft": "26.3",
-  "prepared_schema": 7,
-  "prepared_manifest_sha256": "fd03c686302748748e132ef3978b7b0bcf42024257e802985a5cc7175cc74298",
-  "packs": [
-    {
-      "project": "faithful-32x",
-      "version": "lDYpMiqk",
-      "version_name": "[26.3] Faithful 32x \u2013 September 2026 Release",
-      "publisher_page": "https://modrinth.com/resourcepack/faithful-32x/version/lDYpMiqk",
-      "download_url": "https://cdn.modrinth.com/data/w0TnApzs/versions/lDYpMiqk/Faithful%2032x%20-%2026.3.zip",
-      "zip_bytes": 13116019,
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-      "assets_uncompressed_bytes": 12524266,
-      "original_ms": 159.827,
-      "cold_ms": 162.711,
-      "hit_ms": 0.707
-    },
-    {
-      "project": "default-hd-128x",
-      "version": "rErHu3BE",
-      "version_name": "Default HD 128x Demo/Alpha 1.8.2.7",
-      "publisher_page": "https://modrinth.com/resourcepack/default-hd-128x/version/rErHu3BE",
-      "download_url": "https://cdn.modrinth.com/data/orfTV6nk/versions/rErHu3BE/Default%20HD%20128x%20Demo%201.8.2.7.zip",
-      "zip_bytes": 16876419,
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-    },
-    {
-      "project": "fpbr",
-      "version": "dynf82xk",
-      "version_name": "support 1.21.9 and newer",
-      "publisher_page": "https://modrinth.com/resourcepack/fpbr/version/dynf82xk",
-      "download_url": "https://cdn.modrinth.com/data/nvEpbd8t/versions/dynf82xk/FPBR-Main-1.21.9-R1.3.zip",
-      "zip_bytes": 46737770,
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-      "cold_ms": 348.012,
-      "hit_ms": 0.448
-    }
-  ]
-}

benchmarks/quad-reuse-2026-10-04/exploratory-observations.json

@@ -0,0 +1,67 @@
+{
+  "schema": 1,
+  "purpose": "Earlier private quad-reuse explorations; CPU mixed and allocation reduction is not retained RAM/FPS",
+  "original_mod_sha256": "98f8db7ca8962a71625eef835f57d25c8afb802f2cf1b7c4c832fc070757e011",
+  "private_fixture_sources": "Uncommitted private prototype before the production-hook fixture; not the final reproducible protocol",
+  "observations": [
+    {
+      "private_probe": "latest-discarded-object",
+      "results": [
+        {
+          "enabled": false,
+          "applied_hook_checked": true,
+          "geometry_digest": "31509677879305c6a721677b38516fda0336f8c7b53dc3946839eb6fbf7fd0ee",
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+            }
+          ]
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+            {
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+            },
+            {
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+            },
+            {
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+            }
+          ]
+        }
+      ]
+    },
+    {
+      "private_probe": "first-discarded-object",
+      "results": []
+    }
+  ]
+}

benchmarks/quad-reuse-2026-10-04/linux-applied-hooks.json

@@ -0,0 +1,75 @@
+{
+  "schema": 1,
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "results": [
+    {
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+        {
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+        },
+        {
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+        }
+      ]
+    },
+    {
+      "enabled": true,
+      "applied_hook_checked": true,
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+      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
+      "thread_workers": 4,
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+      "input_faces": 55296,
+      "measured_faces": 3072000,
+      "checksum": 60000,
+      "cpu_ns": 44074799,
+      "allocated_bytes": 2016000,
+      "observations": [
+        {
+          "cpu_ns": 16004752,
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+        },
+        {
+          "cpu_ns": 14047833,
+          "allocated_bytes": 672000
+        },
+        {
+          "cpu_ns": 14022214,
+          "allocated_bytes": 672000
+        }
+      ]
+    }
+  ],
+  "notes": [
+    "Actual publisher quad builder inside Fabric with generated faces and lighting/material values.",
+    "Opaque/translucent geometry, pooled error flags and every retained quad field match before and after upstream merging.",
+    "Fresh allocations reuse at most one discarded successful-premerge quad; existing pool selection stays upstream.",
+    "Three sequential warmed caller-loop observations are not independent forks; compilation can vary.",
+    "Allocation reduction is not retained RAM, game FPS or a Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37175709062"
+  }
+}

benchmarks/quad-reuse-2026-10-04/live-observations.json

@@ -0,0 +1,166 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "platform": "Linux x86_64",
+  "graphics": "llvmpipe software OpenGL",
+  "settings": {
+    "heap_bytes": 3221225472,
+    "gc": "G1",
+    "compact_headers": true,
+    "render_distance": 12,
+    "simulation_distance": 12,
+    "lod_radius_chunks": 128,
+    "lod_quality": "MEDIUM/MEDIUM/BLOCK",
+    "terrain_workers": 2,
+    "runtime_ratio": 0.5,
+    "world_difficulty": "PEACEFUL"
+  },
+  "results": [
+    {
+      "profile": "m2-balanced",
+      "quad_reuse_enabled": false,
+      "elapsed_seconds": 120.415309971,
+      "frame_samples": 220,
+      "tick_samples": 2400,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "frame_stats": {
+        "count": 220,
+        "meanMs": 542.3438610045455,
+        "p50Ms": 522.365908,
+        "p95Ms": 713.237831,
+        "p99Ms": 860.91664,
+        "maxMs": 885.115974,
+        "meanRate": 1.8438486574693962,
+        "lowOnePercentRate": 1.1446485854821962,
+        "over16Ms": 220,
+        "over33Ms": 220,
+        "over50Ms": 220,
+        "over100Ms": 220
+      },
+      "tick_stats": {
+        "count": 2400,
+        "meanMs": 9.639125558749999,
+        "p50Ms": 9.137695,
+        "p95Ms": 16.989389,
+        "p99Ms": 25.152306,
+        "maxMs": 52.879001,
+        "meanRate": 103.74385040479541,
+        "lowOnePercentRate": 30.37834831626593,
+        "over16Ms": 133,
+        "over33Ms": 8,
+        "over50Ms": 2,
+        "over100Ms": 0
+      },
+      "process_rss_peak_sampled_bytes": 3129790464,
+      "render_loader_allocation_counters": [
+        {
+          "thread_id": 124,
+          "thread": "DH-Render Loader Thread[1]",
+          "counter_observations": 2,
+          "observed_seconds": 64.375191422,
+          "observed_allocated_bytes": 97869576,
+          "observed_bytes_per_second": 1520299.5725237317
+        },
+        {
+          "thread_id": 123,
+          "thread": "DH-Render Loader Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.375191422,
+          "observed_allocated_bytes": 91443128,
+          "observed_bytes_per_second": 1420471.5509203072
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 263.975028,
+      "preceding_jfr_gc_pause_longest_ms": 45.0698
+    },
+    {
+      "profile": "quad-reuse",
+      "quad_reuse_enabled": true,
+      "elapsed_seconds": 120.476138714,
+      "frame_samples": 224,
+      "tick_samples": 2401,
+      "excluded_frames": 0,
+      "dropped_samples": 0,
+      "visual_settings_changed": [],
+      "frame_stats": {
+        "count": 224,
+        "meanMs": 532.6331643258928,
+        "p50Ms": 505.6209,
+        "p95Ms": 735.235244,
+        "p99Ms": 774.189261,
+        "maxMs": 926.006251,
+        "meanRate": 1.8774647674551252,
+        "lowOnePercentRate": 1.208934822852848,
+        "over16Ms": 224,
+        "over33Ms": 224,
+        "over50Ms": 224,
+        "over100Ms": 224
+      },
+      "tick_stats": {
+        "count": 2401,
+        "meanMs": 9.308558193669304,
+        "p50Ms": 8.82277,
+        "p95Ms": 16.529268,
+        "p99Ms": 22.206144,
+        "maxMs": 95.741877,
+        "meanRate": 107.42802259968617,
+        "lowOnePercentRate": 30.32324112917506,
+        "over16Ms": 114,
+        "over33Ms": 8,
+        "over50Ms": 3,
+        "over100Ms": 0
+      },
+      "process_rss_peak_sampled_bytes": 3100016640,
+      "render_loader_allocation_counters": [
+        {
+          "thread_id": 125,
+          "thread": "DH-Render Loader Thread[1]",
+          "counter_observations": 2,
+          "observed_seconds": 64.347664971,
+          "observed_allocated_bytes": 116155920,
+          "observed_bytes_per_second": 1805130.3035214841
+        },
+        {
+          "thread_id": 124,
+          "thread": "DH-Render Loader Thread[0]",
+          "counter_observations": 2,
+          "observed_seconds": 64.347664971,
+          "observed_allocated_bytes": 104401656,
+          "observed_bytes_per_second": 1622462.229935638
+        }
+      ],
+      "preceding_jfr_gc_pause_total_ms": 166.770211,
+      "preceding_jfr_gc_pause_longest_ms": 46.786101
+    }
+  ],
+  "provenance": {
+    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
+    "workflow_run": "https://github.com/ludovic111/minecraft-optimization-lab/actions/runs/37175709062",
+    "runtime_mod_matches_linux_ci": true,
+    "initial_player_snapshot_sha256": "b4d11dbd6443625415a1e32aa242d0e2d09cd77ddb1becfde5d35cb6ab8d278a",
+    "source_level_snapshot_sha256": "86a3c75ea993e50c4428da4dbadc5856688a9367f035c41b8bb49863a9aeb644",
+    "first_saved_player_position": [
+      -56.5,
+      69.0,
+      55.5
+    ],
+    "first_saved_player_rotation": [
+      141.5,
+      16.950002670288086
+    ],
+    "first_saved_cameras_matched": true
+  },
+  "notes": [
+    "Fixed-order candidate then control single pair from separate copies of the same private world. Both stationary captures start approximately 307 seconds after the demo popup is dismissed; first saved cameras match.",
+    "Both reports have zero menu/pause/focus exclusions, no dropped samples and matching captured settings apart from the isolated quad hook. CSV counts and actual offline viewer timelines pass.",
+    "The preceding 60-second JFR recordings begin approximately 121 seconds after dismissal. Allocation counters have their own approximately 64-second spans; GC pause data is from those recordings, not from the later frame captures.",
+    "Render-loader allocation counter rates are higher in this candidate observation. Task-completion/geometry volumes and cache/JIT effects are not controlled quantitatively. No useful live allocation improvement is established.",
+    "Frame count and sampled peak RSS differences in this single software-rendered pair do not establish a meaningful game speed or retained-memory gain. RSS is not complete GPU/unified RAM. Not an Apple Silicon benchmark.",
+    "Candidate saved, reloaded, saved again and exited with launcher code zero. Control saved, closed all terrain databases and exited with launcher code zero.",
+    "No private worlds, full game logs or JFR recordings are included in these selected observations."
+  ]
+}

benchmarks/quad-reuse-2026-10-04/local-applied-hooks.json

@@ -0,0 +1,75 @@
+{
+  "schema": 1,
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "results": [
+    {
+      "enabled": false,
+      "applied_hook_checked": true,
+      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
+      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
+      "thread_workers": 4,
+      "geometry_quads": 108358,
+      "input_faces": 55296,
+      "measured_faces": 3072000,
+      "checksum": 60000,
+      "cpu_ns": 198847198,
+      "allocated_bytes": 144576000,
+      "observations": [
+        {
+          "cpu_ns": 82119774,
+          "allocated_bytes": 48192000
+        },
+        {
+          "cpu_ns": 60671068,
+          "allocated_bytes": 48192000
+        },
+        {
+          "cpu_ns": 56056356,
+          "allocated_bytes": 48192000
+        }
+      ]
+    },
+    {
+      "enabled": true,
+      "applied_hook_checked": true,
+      "geometry_digest": "8251175aa3e3cac30bb1366f8b40d0576c17978076ea7d244ff4d7cc361da7ee",
+      "thread_geometry_digest": "096a85be06031d248f12e536e19e5c0496bb00c80f3387f670a0fae29438a732",
+      "thread_workers": 4,
+      "geometry_quads": 108358,
+      "input_faces": 55296,
+      "measured_faces": 3072000,
+      "checksum": 60000,
+      "cpu_ns": 178894413,
+      "allocated_bytes": 2016000,
+      "observations": [
+        {
+          "cpu_ns": 60070905,
+          "allocated_bytes": 672000
+        },
+        {
+          "cpu_ns": 60020252,
+          "allocated_bytes": 672000
+        },
+        {
+          "cpu_ns": 58803256,
+          "allocated_bytes": 672000
+        }
+      ]
+    }
+  ],
+  "notes": [
+    "Actual publisher quad builder inside Fabric with generated faces and lighting/material values.",
+    "Opaque/translucent geometry, pooled error flags and every retained quad field match before and after upstream merging.",
+    "Fresh allocations reuse at most one discarded successful-premerge quad; existing pool selection stays upstream.",
+    "Three sequential warmed caller-loop observations are not independent forks; compilation can vary.",
+    "Allocation reduction is not retained RAM, game FPS or a Mac GPU benchmark."
+  ],
+  "provenance": {
+    "source_commit": "0a0cd667d5cfdee7c59f5fe2c7a2eb15bd19e66e",
+    "fixture_protocol": "55,296 generated faces plus four concurrent builders, geometry/list boundaries checked before and after upstream merge; warm 2,000 batches, then 500 warm batches and 2,000 measured batches per sequential observation, 512 faces/batch"
+  }
+}

benchmarks/quad-reuse-2026-10-04/local-shallow-size-applied.json

@@ -0,0 +1,87 @@
+{
+  "schema": 1,
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "minecraft": "26.3",
+  "distant_horizons": "3.3.4",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "results": [
+    {
+      "enabled": false,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    },
+    {
+      "enabled": true,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 56,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    },
+    {
+      "enabled": false,
+      "compact_headers": true,
+      "builder_shallow_bytes": 40,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    },
+    {
+      "enabled": true,
+      "compact_headers": true,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 48,
+      "geometry_quads": 1,
+      "java_vendor": "Ubuntu",
+      "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+      "object_alignment_bytes": 8,
+      "compressed_oops": true,
+      "compressed_class_pointers": true
+    }
+  ],
+  "differences": [
+    {
+      "compact_headers": false,
+      "additional_builder_shallow_bytes": 0,
+      "additional_builder_and_scratch_bytes": 56
+    },
+    {
+      "compact_headers": true,
+      "additional_builder_shallow_bytes": 8,
+      "additional_builder_and_scratch_bytes": 56
+    }
+  ],
+  "notes": [
+    "Instrumentation.getObjectSize measures shallow object sizes inside real applied Fabric clients.",
+    "Four adjacent north-facing quads premerge to one retained geometry quad in each combination.",
+    "Builder plus pending scratch difference excludes referenced lists, existing pools and every other game object.",
+    "Object alignment/header/compressed-reference settings can differ on other JVMs or architectures.",
+    "Not deep heap, GC residency, whole-game RSS/unified RAM, FPS or Apple Silicon performance.",
+    "The agent and fixture are private test binaries excluded from playable packs."
+  ],
+  "provenance": {
+    "source_commit": "1243e148d455cd83f18b66f70bcfe2b8a4b746c9",
+    "four_processes_exited_successfully": true,
+    "agent_path_with_spaces_verified_separately": true
+  }
+}

benchmarks/quad-reuse-2026-10-04/shallow-size-observations.json

@@ -0,0 +1,69 @@
+{
+  "schema": 1,
+  "measurement": "Instrumentation.getObjectSize inside four private applied Fabric clients",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "architecture": "x86_64",
+  "java_vendor": "Ubuntu",
+  "java_runtime_version": "25.0.4.1+1-1-26.04.4-Ubuntu",
+  "original_mod_sha256": "2196637c5b2180a33fa5b926ab51069ab480618c1186b8a02872c7e758be0a70",
+  "production_source_commit": "24c65f512dece83b153b206e33cd4c4294b42de2",
+  "results": [
+    {
+      "enabled": false,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1
+    },
+    {
+      "enabled": true,
+      "compact_headers": false,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 56,
+      "pending_scratch_shallow_bytes": 56,
+      "geometry_quads": 1
+    },
+    {
+      "enabled": false,
+      "compact_headers": true,
+      "builder_shallow_bytes": 40,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 0,
+      "geometry_quads": 1
+    },
+    {
+      "enabled": true,
+      "compact_headers": true,
+      "builder_shallow_bytes": 48,
+      "quad_shallow_bytes": 48,
+      "pending_scratch_shallow_bytes": 48,
+      "geometry_quads": 1
+    }
+  ],
+  "differences": [
+    {
+      "compact_headers": false,
+      "additional_builder_shallow_bytes": 0,
+      "additional_builder_and_scratch_bytes": 56
+    },
+    {
+      "compact_headers": true,
+      "additional_builder_shallow_bytes": 8,
+      "additional_builder_and_scratch_bytes": 56
+    }
+  ],
+  "provenance": {
+    "protocol": "Initial private size agent and corrected system-loader reflection probe; metadata was later expanded in the reusable source.",
+    "agent_source_sha256": "4783850bf80e9eb0379570bb7794a610406b48bddd7fe36ff499222d01e789b1",
+    "fixture_source_sha256": "842514f97116a1e9cf5eb9a4b951657c90f7639effdfd526357831e2424282bf"
+  },
+  "notes": [
+    "Shallow object sizes only, not a heap walk or whole-game memory measurement.",
+    "Four north-facing adjacent quads produce one retained geometry quad in every process.",
+    "Header modes use separate upstream/patched JVMs.",
+    "Layouts can differ with JVM, architecture, compressed references and object alignment.",
+    "The hook remains optional; these sizes do not establish an FPS or RAM improvement.",
+    "No test agent binaries, game binaries, private worlds, full logs or JFR recordings are published."
+  ]
+}

benchmarks/rust-blockstate-transforms-2026-10-06/identity-regression.json

@@ -0,0 +1,54 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "resource_models": 2883,
+  "graph_fixtures": 440,
+  "rejected_roots": 1039,
+  "sources_sha256": {
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaModelBakingOracle.java": "d05e04d25ed5e5aef260ce21cac627a79bdc5376326a5cb34ffb98462b79c79b",
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCuboidModelOracle.java": "7526f20513c549483122ab0d5ad24b9e87f38dc2f6aae55addd701a91ac85e43",
+    "tools/test_model_baking_parity.py": "392ffec44918fb91740ca4a1316d684480d39f14bd34d46175f7f44946d15bd7",
+    "tools/test_cuboid_model_parity.py": "4a8b1cdcac335751c23413341ae939eea1c49c38d33d70d0708b8904ab8d0461",
+    "tools/test_model_resolution_parity.py": "d9595f2f1442f1f590b72d2a46600657e79ae103bec3d4c45db98242b964bde0",
+    "tools/lab.py": "d00bf107fa01b6c579734a082c3ca4ade3018f0d6851d46844acf17574f66e64",
+    "tools/test_rust_parity.py": "29d3db08005873528894b45ca10dcd6278753650473b3eb574e53e06ede40ec6",
+    "Cargo.toml": "3f93319c1eb70dbd7ba25cd74ef343fbf35c52c7c4752f955605c58699cbff9d",
+    "Cargo.lock": "cb1e87d449114a63edd904c0559d631e8fa9feeb27efd6539aacdcfeae178876",
+    "crates/horizon-assets/Cargo.toml": "2f2cffacec0b4e22dd7cb032d594289bc51c94ae6cc4e985fee3e310f441d751",
+    "crates/horizon-assets/examples/blockstate_binding_fixture.rs": "e58fdb432f6bfc1e400729baa9b48d4f00955b3143b98b52506b47dd8b065cf8",
+    "crates/horizon-assets/examples/blockstate_model_fixture.rs": "8f063322e57abdf9361a5a3a3badce2a7e727ee6d5e3947071cb448dfb38e8fd",
+    "crates/horizon-assets/examples/cuboid_model_fixture.rs": "97609d90e3f6ce340f3590296db2dc778113bb2b33c7d1b54080a1d6f3023f40",
+    "crates/horizon-assets/examples/model_baking_fixture.rs": "a762a8b48f09b5ac5e9c48d4a578b18b700810807fe5d3fc50798365cce1c314",
+    "crates/horizon-assets/examples/model_choice_fixture.rs": "a4c8a46501d2b5ae7051f10f2307ade048e96c2d330af51cd2431bb44977a99a",
+    "crates/horizon-assets/examples/model_resolution_fixture.rs": "c071067140299e49345a6ebd94e15b3b6d853cb9ae11d8de46e3cbdfb8b01f0e",
+    "crates/horizon-assets/examples/sprite_animation_fixture.rs": "254314d52deda129ab461221d3d8b95323a60730d374e566c1cd599fba85f072",
+    "crates/horizon-assets/examples/support/mod.rs": "bcf5a6d8a54845982191e037911c24139237771d6afa4b01b1e83c011489c3f5",
+    "crates/horizon-assets/src/animation.rs": "ebbf7952146a0e66b41396174492f5702627170b03a57e6cd5a45c97a08c975e",
+    "crates/horizon-assets/src/bake/transform.rs": "a95e658fef85b21bcb2f9f7512f98f98d57022d62c1199885b7133beae35a09d",
+    "crates/horizon-assets/src/bake.rs": "f55dda6b6cee5ac6e65a8ee4837fdd2c6674437d59e59b4c45718f6324d4a4d5",
+    "crates/horizon-assets/src/blockstate/bind.rs": "6278962e55c9786bba8184bdf2939af9c6e3b9002b08c3022129964b49a60009",
+    "crates/horizon-assets/src/blockstate/choice.rs": "5a66c8b9833e2f19dd8b0773f3593d97ff5941d3c5b773896b98049efa1395ba",
+    "crates/horizon-assets/src/blockstate.rs": "a4299dfd7adaeb4173982ffaa8e9c9eda2925739ae579a714193c99da2e7ce56",
+    "crates/horizon-assets/src/json.rs": "99fe8af4fbf5d4eed408a92e829ac1a39597a0d92471a6bff73771fad9c830a8",
+    "crates/horizon-assets/src/lib.rs": "e39f21c59a2c3e1c53d977b29bd5e0638e5fc41d86ff0fcc1882a6d90fd961e4",
+    "crates/horizon-assets/src/model.rs": "57ddb3d65e88e7a8aa22c62bc298a2dae7f4e994326a873a31f06c0f36ed051b",
+    "crates/horizon-assets/src/resolve.rs": "3927ac926cdcbd7d334901cc32d0ecc1e498b1bec98f76a46bca6d4964c13541"
+  },
+  "fixtures_sha256": {
+    ".local/rust-model-baking-parity/inputs.jsonl": "aba24d38f4fc1af060502f983923c2f279c016d0fd412d40f6d50093fac1d811"
+  },
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+}

benchmarks/rust-core-2026-10-04/scoped-parity.json

@@ -0,0 +1,44 @@
+{
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+}

benchmarks/rust-cuboid-model-decoding-2026-10-06/scoped-parity.json

@@ -0,0 +1,40 @@
+{
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+}

benchmarks/rust-float-log-2026-10-05/boundary-parity.json

@@ -0,0 +1,373 @@
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+  ],
+  "scope": "Compiled scalar UnaryFunction.LogSampler compared by float result bits across the recorded input bit ranges, including signed zeros, subnormals, finite values, infinities and NaNs. NaN results are canonicalized as Float.floatToIntBits. Exhaustive mode checks all 2^32 float input bit patterns against both checksum-pinned JARs on this machine's JDK. Bulk composition, range propagation, compiler rewriting and other operations belong to the separate density suite. This does not establish double-precision Math.log parity, other-platform math parity, complete terrain, gameplay or performance."
+}

benchmarks/rust-liquid-collision-2026-10-06/context-regression.json

@@ -0,0 +1,202 @@
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+    }
+  ],
+  "scope": "Actual CollisionContext factories and EntityCollisionContext/Empty/PositionCollisionContext queries on controlled player and marker snapshots. Checks entity identity, captured descending and placement flags, fluid collision flags, empty-stack AIR identity, height thresholds including f32 epsilon, null factories, callback arguments/order/failures and all five fluid type pairs. Entity lifecycle, inventory mutations after capture, experimental minecart contexts, contextual block shape dispatch and live movement integration remain pending."
+}

benchmarks/rust-liquid-collision-2026-10-06/scaffolding-regression.json

@@ -0,0 +1,204 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 56448,
+  "block_states": 32,
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+    "crates/horizon-world/src/worldgen/material_extensions.rs": "ab806eb679d5116e1aebb64fca70e1499ae71f83c9507a8cb4c3201c2b1bf037",
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+    "crates/horizon-world/src/worldgen/placement/layer.rs": "a0f5ca776f33f9d4f72b8fdcd163426152e5e43cb4a7572fc1d4fc57bf965de1",
+    "crates/horizon-world/src/worldgen/placement.rs": "b0397e5818fae84358546193a95f84bcb0b5bffafce909e6fcb3386179ee8023",
+    "crates/horizon-world/src/worldgen/replace_blobs.rs": "bf3377d86d2570cd15288ba69dde64a2cf67c5bcbb9a31d0c23421964af74afa",
+    "crates/horizon-world/src/worldgen/router.rs": "2cee7cf15a0d2ada12be6b39d83e78177fd3033922e4f4cce87a64073cec2847",
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+    "crates/horizon-world/src/worldgen/spike.rs": "eacf0d9d3d2bc3d4bcf62bc87555f90031138236a5bfef0eb5270204f7c2a4fc",
+    "crates/horizon-world/src/worldgen/spring.rs": "830849e9b89fcdf09e9b06fbefdcdebe3c8c3f82804f60b8bd5de04ba303cb62",
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+    "crates/horizon-world/src/worldgen/state_provider/noise.rs": "7ee369c2a032e5620cb9bdf9ee7adad1f70870fb0a27efb7b7c514d92f83491f",
+    "crates/horizon-world/src/worldgen/state_provider/properties.rs": "9909139aaca1dc4f743957257fadaa9d423d21fa401fa9abc050505f79365139",
+    "crates/horizon-world/src/worldgen/state_provider.rs": "be29ada818826a90afe01ab60916360fdfc4cbde5af15c9359cd56b1f1f7b156",
+    "crates/horizon-world/src/worldgen/tags.rs": "d35ded93fe6e95ea045cadcf4925e656dc34ef832b742179b9ad0cc49f902f31",
+    "crates/horizon-world/src/worldgen/terrain.rs": "fd1f2e0afc15daf66f484ea40a1f2b7013650bda0941b23c64c81ee9f79cb673",
+    "crates/horizon-world/src/worldgen/underwater_magma.rs": "7317e40af5ee5a9780f90ce358fa5d3e7f5b3d513b731df6ff97754d9c2a0154",
+    "crates/horizon-world/src/worldgen/value_provider.rs": "3358b563db8cb0bc8a9cfbbe2b8b3e70941cd2d37a0b519fbb6545f8d0dcbb69",
+    "crates/horizon-world/src/worldgen/vines.rs": "ee9b79b65012bd86a838241d2ef708680f7fe8eafc8aa656dae9cf2abf3c6418",
+    "crates/horizon-world/src/worldgen/weighted.rs": "839840aae25302933bbd97a81a2336330e2d03a0ad1684e1e16ac769ed408e6b",
+    "crates/horizon-world/src/worldgen/write_zone.rs": "8e17a179764d3f68c05882aef35f6810c28a0000f9a83e58bd6030660b76e64e",
+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/collision_context_fixture.rs": "22701112922a2f806a1d6906f0e56bfbff309093bbbc7c140bf077d9686e854f"
+  },
+  "fixtures_sha256": {
+    ".local/rust-scaffolding-collision-parity/inputs.txt": "5945054e86700237a7b6de6b362a37a98bdc8afaa67004e8aaa92da1421b552c"
+  },
+  "rust_output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
+      "matched_output_lines": 524300
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
+      "matched_output_lines": 524300
+    }
+  ],
+  "scope": "Actual CollisionContext.getCollisionShape dispatch and native scaffolding behavior for all 32 scaffolding states, nine context variants, descending flags, integer Y extremes, nonfinite positions and adjacent double values around the top/bottom float-epsilon thresholds. Full shape coordinates, extrema, box ordering and cube metadata match. A rejecting world proxy verifies selection performs no world reads. Scaffolding placement/update/falling behavior and live movement remain pending."
+}

benchmarks/rust-native-client-2026-10-06/startup-smoke.json

@@ -0,0 +1,141 @@
+{
+  "adapter": {
+    "backend": "Vulkan",
+    "device": 0,
+    "device_type": "Cpu",
+    "name": "llvmpipe (LLVM 21.1.8, 256 bits)",
+    "vendor": 65541
+  },
+  "arch": "x86_64",
+  "camera_pitch": -0.3839724354387525,
+  "camera_position": [
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+  ],
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+  "elapsed_seconds": 0.541997659,
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+  "merged_quads": 166,
+  "os": "linux",
+  "presented_frames": 30,
+  "project": "Horizon",
+  "resident_chunks": 9,
+  "schema": 1,
+  "scope": "Native opaque-cube renderer and free inspection camera; no gameplay simulation",
+  "window_size": [
+    1280,
+    720
+  ],
+  "executable_sha256": "4907a5678c323ab250934f3dfa32ba10e1554635f81d226ed2a88e7625737c5f",
+  "resource_manifest_sha256": "eda44ebee6904eab880c15458dbd1212dc2799d320a4419fc810e2ceb0e5d9d6",
+  "sources": {
+    "crates/horizon-client/src/assets.rs": "f35107193fc6d08be41891181da1803abf15bd373b62dd63758213809e2c5cbf",
+    "crates/horizon-client/src/camera.rs": "f9821c8a51a004dd4ad9c0952e746eb07926f6040cf8660bc26da5a0728ae572",
+    "crates/horizon-client/src/main.rs": "0cc250b695ba0d1e49107f581695edea1d24cdc2fb8ffa3a46368ef2c40430a7",
+    "crates/horizon-client/src/mesh.rs": "e2fa00435ec8239ba8a3c6539022bb50a10ff9c3850c6faab72f86aabea896ef",
+    "crates/horizon-client/src/render.rs": "4d58443465ea25769d73701d138db6a99c4f939a288e89e1f2b1ee3d017a2737",
+    "crates/horizon-client/src/world.rs": "901aa59c23ea084e926eec014589f4d511c41691a8dc1520534e039c28cfc76c",
+    "crates/horizon-client/src/world.wgsl": "dd7d579d0afb8a61da849171e444fa05a3e9d15bbfe6d019ff6653e8e0774c66",
+    "Cargo.toml": "4f803d21656a1420555bee6369617ddc825219a2cf05f842a209b3f8eaa583ec",
+    "Cargo.lock": "b1674833e1d5e66032589eea75643bf1c1eb2f2d6503e79ff7da8efa1b6d21dc",
+    "crates/horizon-client/Cargo.toml": "3047995858c9cd103ce358dfd991cb81e7d0688a149f4874cc73c36b859bbff7",
+    "tools/prepare_native_client.py": "b16f62acfc6242552af14ff405e2169ebba3adab12b991fc011e78edb4ffa982",
+    "tools/test_native_client.py": "adb9aa87cc28b0980d811ce47c1b09878d2d72cef2e083b278ec41183d231f1b"
+  },
+  "validation": {
+    "rust_workspace_tests": "passed",
+    "clippy_all_targets": "passed",
+    "python_tooling_tests": 149,
+    "mesh_tests": 2,
+    "manual_visual_checks": [
+      "textured scene with 81 chunks and 382 merged quads",
+      "window resize from 1600x1000 to 1280x720"
+    ],
+    "input_checks": [
+      "physical W movement",
+      "physical Right rotation",
+      "captured relative mouse delta (150,-50) changed yaw by -0.3 and pitch by +0.1 radians",
+      "Escape and Ctrl+Q"
+    ]
+  },
+  "environment": {
+    "os": "Ubuntu 26.04.1 LTS",
+    "kernel": "7.0.0-31-generic",
+    "cpu": "Intel Core i7-7500U",
+    "display": "headless Sway Wayland",
+    "renderer": "Vulkan llvmpipe software rasterizer"
+  },
+  "limits": [
+    "Controlled development scene only; no gameplay simulation or vanilla pixel-parity claim",
+    "No hardware FPS or render-distance improvement demonstrated",
+    "macOS and Windows runtime checks and final playable packages remain pending",
+    "Private game resources and screenshots excluded from this report"
+  ],
+  "mouse_check": {
+    "adapter": {
+      "backend": "Vulkan",
+      "device": 0,
+      "device_type": "Cpu",
+      "name": "llvmpipe (LLVM 21.1.8, 256 bits)",
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+    "os": "linux",
+    "presented_frames": 532,
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+    "schema": 1,
+    "scope": "Native opaque-cube renderer and free inspection camera; no gameplay simulation",
+    "window_size": [
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+      720
+    ]
+  },
+  "physical_keyboard_check": {
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+      "device": 0,
+      "device_type": "Cpu",
+      "name": "llvmpipe (LLVM 21.1.8, 256 bits)",
+      "vendor": 65541
+    },
+    "arch": "x86_64",
+    "camera_pitch": -0.3839724354387525,
+    "camera_position": [
+      18.943610750255,
+      18.0,
+      18.943610750255
+    ],
+    "camera_yaw": -2.6478875051923443,
+    "elapsed_seconds": 17.488515374,
+    "error": null,
+    "merged_quads": 166,
+    "os": "linux",
+    "presented_frames": 1080,
+    "project": "Horizon",
+    "resident_chunks": 9,
+    "schema": 1,
+    "scope": "Native opaque-cube renderer and free inspection camera; no gameplay simulation",
+    "window_size": [
+      1280,
+      720
+    ],
+    "source_note": "Same camera/input behavior; before subsequent diagnostic formatting and equivalent let-chain cleanup"
+  },
+  "private_capture_sha256": {
+    "first-launch.png": "7e53fa26d3d55f943db41828e1c8dd5b65279f9a130854fff288c75a394ee5aa",
+    "moved-resized.png": "be5a0473ab505740d18ba8eecf1512c15ba93d53d046f49b8dfa96357b25bf22",
+    "mouse-look.png": "7103678309f06938de40ac294f2f9ca1f56b253bc463e792b121ba607cd7b0a3"
+  }
+}

benchmarks/rust-native-hunger-2026-10-07/startup-smoke.json

@@ -0,0 +1,800 @@
+{
+  "adapter": {
+    "backend": "Vulkan",
+    "device": 0,
+    "device_type": "Cpu",
+    "name": "llvmpipe (LLVM 21.1.8, 256 bits)",
+    "vendor": 65541
+  },
+  "animated_sprites": 1,
+  "animation_uploads": 1,
+  "arch": "x86_64",
+  "camera_pitch": -0.3839724354387525,
+  "camera_position": [
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+    25.0
+  ],
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+  "culled_model_faces": 59636,
+  "elapsed_seconds": 0.547544857,
+  "error": null,
+  "fall_damage_requests": 0,
+  "last_requested_fall_damage": null,
+  "merged_quads": 3169,
+  "mesh_revision": 0,
+  "model_blocks": 10919,
+  "model_gallery": [
+    {
+      "block": "minecraft:oak_stairs",
+      "models": [
+        {
+          "model": "minecraft:block/oak_stairs_inner",
+          "rotations": [
+            2,
+            3,
+            0
+          ],
+          "uv_lock": true
+        }
+      ],
+      "position": [
+        -7,
+        4,
+        14
+      ],
+      "properties": {
+        "facing": "north",
+        "half": "top",
+        "shape": "inner_left",
+        "waterlogged": "false"
+      },
+      "state_id": 5466
+    },
+    {
+      "block": "minecraft:stone_slab",
+      "models": [
+        {
+          "model": "minecraft:block/stone_slab_top",
+          "rotations": [
+            0,
+            0,
+            0
+          ],
+          "uv_lock": false
+        }
+      ],
+      "position": [
+        -3,
+        4,
+        14
+      ],
+      "properties": {
+        "type": "top",
+        "waterlogged": "false"
+      },
+      "state_id": 15250
+    },
+    {
+      "block": "minecraft:anvil",
+      "models": [
+        {
+          "model": "minecraft:block/anvil",
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+            0,
+            3,
+            0
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+          "uv_lock": false
+        }
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+        4,
+        14
+      ],
+      "properties": {
+        "facing": "east"
+      },
+      "state_id": 12965
+    },
+    {
+      "block": "minecraft:torch",
+      "models": [
+        {
+          "model": "minecraft:block/torch",
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+            0,
+            0
+          ],
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+    },
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+      "block": "minecraft:lantern",
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+          "model": "minecraft:block/lantern",
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+            0
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+        "waterlogged": "false"
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+    },
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+      "block": "minecraft:oak_fence",
+      "models": [
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+            0,
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+          "uv_lock": true
+        },
+        {
+          "model": "minecraft:block/oak_fence_side",
+          "rotations": [
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+            1,
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+        "north": "true",
+        "south": "false",
+        "waterlogged": "false",
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+      "block": "minecraft:oak_fence_gate",
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+        {
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+          "rotations": [
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+            0
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+        "in_wall": "false",
+        "open": "true",
+        "powered": "false"
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+    },
+    {
+      "block": "minecraft:iron_bars",
+      "models": [
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+          "rotations": [
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+            0,
+            0
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+        {
+          "model": "minecraft:block/iron_bars_side",
+          "rotations": [
+            0,
+            0,
+            0
+          ],
+          "uv_lock": false
+        },
+        {
+          "model": "minecraft:block/iron_bars_side_alt",
+          "rotations": [
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+  }
+}

benchmarks/rust-native-landing-2026-10-07/startup-smoke.json

@@ -0,0 +1,790 @@
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+}

benchmarks/rust-native-movement-statistics-2026-10-07/startup-smoke.json

@@ -0,0 +1,801 @@
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+}

benchmarks/rust-native-sprint-2026-10-07/startup-smoke.json

@@ -0,0 +1,807 @@
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+  "project": "Horizon",
+  "resident_chunks": 9,
+  "schema": 1,
+  "scope": "Native resident-scene renderer with inspection camera and optional fixed-rate dry walking test; full gameplay remains unfinished",
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+  "sprite_layers": 18,
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+  }
+}

benchmarks/rust-powder-snow-collision-2026-10-06/context-regression.json

@@ -0,0 +1,203 @@
+{
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/collision_context_fixture.rs": "b7bf0f48f7dc0129c1ebe43c11cb4cad00194b501c2bcbb3220bc8779e695ba4"
+  },
+  "fixtures_sha256": {
+    ".local/rust-collision-context-parity/inputs.txt": "60b49e91a7a4999cfb8eb6ac3fbc6ec0a931d68cd53f9737959a2bd2b42be7a5"
+  },
+  "rust_output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+      "matched_output_lines": 225126
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+      "matched_output_lines": 225126
+    }
+  ],
+  "scope": "Actual CollisionContext factories and EntityCollisionContext/Empty/PositionCollisionContext queries on controlled player and marker snapshots. Checks entity identity, captured descending and placement flags, fluid collision flags, empty-stack AIR identity, height thresholds including f32 epsilon, null factories, callback arguments/order/failures and all five fluid type pairs. Entity lifecycle, inventory mutations after capture, experimental minecart contexts, contextual block shape dispatch and live movement integration remain pending."
+}

benchmarks/rust-powder-snow-collision-2026-10-06/liquid-regression.json

@@ -0,0 +1,205 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 58344,
+  "block_states": 32,
+  "sources_sha256": {
+    "mods/horizon/src/test/java/dev/horizonlab/parity/VanillaCollisionContextOracle.java": "b9c34e7f7a7c14001e03373cbbd468a228c5301eb639460b4ce465d14e946113",
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/collision_context_fixture.rs": "b7bf0f48f7dc0129c1ebe43c11cb4cad00194b501c2bcbb3220bc8779e695ba4"
+  },
+  "fixtures_sha256": {
+    ".local/rust-liquid-collision-parity/inputs.txt": "564e80e9a55a186cd70c21a1db14abf59849be90bc5493346e9e64ff9d3c9d8b"
+  },
+  "rust_output_sha256": "d845ce538e9ce157f6455b32e73e03e9d7df86ebc5c9ab80ebf94705500748ab",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "d845ce538e9ce157f6455b32e73e03e9d7df86ebc5c9ab80ebf94705500748ab",
+      "matched_output_lines": 571179
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "d845ce538e9ce157f6455b32e73e03e9d7df86ebc5c9ab80ebf94705500748ab",
+      "matched_output_lines": 571179
+    }
+  ],
+  "scope": "Native contextual LiquidBlock collision dispatch for all 32 water/lava states. Checks the always-fluid bypass, source-only selection, living-entity gating, supplied entity standing shapes, exact height boundaries, all 33 above-block fluid states, callback order and failure propagation, null/placement contexts and wrapping above-block coordinates. Full selected shape data and callback traces are compared. Entity-specific standing shape implementations, liquid simulation and live movement remain pending."
+}

benchmarks/rust-powder-snow-collision-2026-10-06/scaffolding-regression.json

@@ -0,0 +1,205 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
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+  "block_states": 32,
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+    "crates/horizon-world/src/worldgen/vines.rs": "ee9b79b65012bd86a838241d2ef708680f7fe8eafc8aa656dae9cf2abf3c6418",
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+    "crates/horizon-world/src/worldgen.rs": "e8e9f099ee1fcec8eedce31805d676d3f89c18e84f494a147ffcbfee23d3d54f",
+    "crates/horizon-world/examples/collision_context_fixture.rs": "b7bf0f48f7dc0129c1ebe43c11cb4cad00194b501c2bcbb3220bc8779e695ba4"
+  },
+  "fixtures_sha256": {
+    ".local/rust-scaffolding-collision-parity/inputs.txt": "5945054e86700237a7b6de6b362a37a98bdc8afaa67004e8aaa92da1421b552c"
+  },
+  "rust_output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
+      "matched_output_lines": 524300
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "33a33cd612c999ab21f1acbbdee522f2ec2b3f877d62f922c665715e3012e207",
+      "matched_output_lines": 524300
+    }
+  ],
+  "scope": "Actual CollisionContext.getCollisionShape dispatch and native scaffolding behavior for all 32 scaffolding states, nine context variants, descending flags, integer Y extremes, nonfinite positions and adjacent double values around the top/bottom float-epsilon thresholds. Full shape coordinates, extrema, box ordering and cube metadata match. A rejecting world proxy verifies selection performs no world reads. Scaffolding placement/update/falling behavior and live movement remain pending."
+}

benchmarks/rust-scaffolding-collision-2026-10-06/context-regression.json

@@ -0,0 +1,201 @@
+{
+  "schema": 1,
+  "minecraft": "26.3",
+  "manifest_sha1": "4fe1aa1ef8da1cb95c5bad1fb98890ca56dd8ca3",
+  "platform": "Linux-7.0.0-31-generic-x86_64-with-glibc2.43",
+  "java": "openjdk 25.0.4.1 2026-08-18",
+  "rustc": "rustc 1.99.0 (b940084d7 2026-09-28)",
+  "fixtures": 8338,
+  "sources_sha256": {
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+  },
+  "fixtures_sha256": {
+    ".local/rust-collision-context-parity/inputs.txt": "60b49e91a7a4999cfb8eb6ac3fbc6ec0a931d68cd53f9737959a2bd2b42be7a5"
+  },
+  "rust_output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+      "matched_output_lines": 225126
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "7b23eb34c86c3db5a9e90bdd8ef772b79b2a06c8460542e032589f7962fd8f64",
+      "matched_output_lines": 225126
+    }
+  ],
+  "scope": "Actual CollisionContext factories and EntityCollisionContext/Empty/PositionCollisionContext queries on controlled player and marker snapshots. Checks entity identity, captured descending and placement flags, fluid collision flags, empty-stack AIR identity, height thresholds including f32 epsilon, null factories, callback arguments/order/failures and all five fluid type pairs. Entity lifecycle, inventory mutations after capture, experimental minecart contexts, contextual block shape dispatch and live movement integration remain pending."
+}

benchmarks/rust-worldgen-2026-10-05/scoped-parity.json

@@ -0,0 +1,307 @@
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+    "crates/horizon-world/src/main.rs": "fce57418b8c22a6a0a9044baa89ed3d9c243bc2e8413fea3ff0f32985daba021",
+    "crates/horizon-world/src/nbt.rs": "60262c3de8c8f68bc2da0370ccb17393d32b85f5f5022c6358599a7d32119ea6",
+    "crates/horizon-world/src/region.rs": "72b642e87fed37ed17f54d4c30f96c3b64d26c14bc0589c31ef40ff1616188fc",
+    "crates/horizon-world/src/registry.rs": "f46065659e60eb5e84ad69b9f3b5e94dc87ee19de16408817e26f23d16b6c7e7",
+    "crates/horizon-world/src/tick_data.rs": "f8d04a69ea263f4168bce33f92e5b4ee2fe07d7caf50a1621c6b3ef6eb2479f3",
+    "crates/horizon-world/src/worldgen/aquifer/config.rs": "fcd2cc3a520c1527c88f095a3b5d38487e7ebb1ccecc5f757f93d04a069add4f",
+    "crates/horizon-world/src/worldgen/aquifer/noise_based.rs": "74daaa389b5c3dfdc99214dfff256a9e172f83548d2326cbc941d9637cc53fb7",
+    "crates/horizon-world/src/worldgen/aquifer.rs": "cb4b66d87de3f9f79ae6ffe4badd6f0f44886cd42ad9de2771b8b56c4f1e28c7",
+    "crates/horizon-world/src/worldgen/biome.rs": "b3b73091aa5ec989d916206567c5e4b0e997b007a5bb9c0ca5c53ada9d5fe81f",
+    "crates/horizon-world/src/worldgen/climate/codec.rs": "d567adeb5d837816fca69102db51d790f71aec1b51c09298230d24612e400a14",
+    "crates/horizon-world/src/worldgen/climate/index.rs": "c5ce61679a5f0e0f2f0af2a373424effa124d0cce8250609eff38b7034650756",
+    "crates/horizon-world/src/worldgen/climate.rs": "1b9ad44407f40aee4c1cd5357a5c9c443c1b105728f01cf5c644072f99f8357e",
+    "crates/horizon-world/src/worldgen/density.rs": "65a98c156a290a6b374ef670d28cd5dfbe0aa93171824d1bbd96422536273f84",
+    "crates/horizon-world/src/worldgen/router.rs": "2cee7cf15a0d2ada12be6b39d83e78177fd3033922e4f4cce87a64073cec2847",
+    "crates/horizon-world/src/worldgen/settings.rs": "a8fe87752e1982ef11cb67f8d80d8e3428b2c27db178044cb425ba803e689e59",
+    "crates/horizon-world/src/worldgen.rs": "24f440a4be7546e79b4f462dd18aad9031e94dc87c5f1d32b78912650f7dd162",
+    "crates/horizon-world/tests/biome_data.rs": "d4de462ccc3e6ad5760490330e0f0cd8a45734077708a2eca95ca06e65f779b0",
+    "crates/horizon-world/tests/collision_data.rs": "45f3d33b36efe720e99ebf75b9f4fbddd777cebea4618bba245ca106b3443391",
+    "crates/horizon-world/tests/tick_data.rs": "ab345209367db6963b987797992c4a06433bd2039e6021bd834f6305324c04d7",
+    "crates/horizon-world/tests/world_io.rs": "4a42630c99ce89b27cc2be1a1b961ad880f62762ab661f9e92ef9bcf7f3e76e0",
+    "crates/horizon-core/Cargo.toml": "e21b502c949da93cf67826592459b687a8cbf737ef92fee514e3ed2cc7cd27ad",
+    "crates/horizon-world/Cargo.toml": "977338bf3e654193685b015d383493b9f59ff6f5d6210bec212cef8ac4a50bed",
+    "Cargo.toml": "dc370d5fdde37238c3e4820046f11c3201020406a4edfa1308257c13edbdcda4",
+    "Cargo.lock": "7307d0c887364db36d327685ecf0671b75305e31e5ba5fbdcdbb15eaf156d20e"
+  },
+  "references": [
+    {
+      "side": "client",
+      "jar_sha256": "4508d006323f24fa02876310c192d739af56516eb259000ac50f0909a68c9a2d",
+      "output_sha256": "c39201a8d64b2ec12dc08d8eddcb962d336885a749200a0a33c0fefd7910c193",
+      "matched_output_lines": 922238,
+      "biome_export_sha256": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9"
+    },
+    {
+      "side": "server",
+      "jar_sha256": "a362163eec5d1612d520772bc16e5b39c09e3b234fdc045f56bf544284ee8ae6",
+      "output_sha256": "c39201a8d64b2ec12dc08d8eddcb962d336885a749200a0a33c0fefd7910c193",
+      "matched_output_lines": 922238,
+      "biome_export_sha256": "b03e2fbe85c191a22f333bc989bd2a73c66f0f9fbcd9ddb54774f17c247832e9"
+    }
+  ],
+  "scope": "Direct normal-noise JSON decoding using the actual pinned vanilla CODEC. Every bundled noise registry resource, explicit/default parameters, empty and full amplitude modifiers, normalization modes, inclusive field bounds with signed-zero comparator ordering, malformed types, null fields, duplicate and ignored keys, decimal/exponent integer truncation and wrapping, signed zero, seeded modern/legacy and Nether construction, octave metadata, range and normalization bits, scalar noise values and parent random state. JSON resource contents stay private. Strict JSON parsing; no claim for Gson's permissive non-JSON syntax. Bundled density registries are also decoded with actual vanilla registry-aware CODECs: named forward references, all bundled function kinds, declared range/axes, raw compilation errors, seeded optimized roots, cache allocation, scalar values, strided bulk values, repeated cache hits and surface-volume errors are compared using RandomState's actual compile context. All seven bundled noise-setting resources contribute their actual eight-field NoiseRouter.CODEC objects to RandomState. Router fields are compiled in declaration order with a shared compiler/context; cache allocation, raw/optimized scalar and repeated strided volume values, successful single-layer surface volumes and invalid surface-volume shapes are compared. Actual RandomState climate sampler binding and quart-to-block coordinate wrapping are checked at ordinary and extreme positions. Float-to-long climate quantization and long-to-float conversion include subnormals, signed zeros, NaNs, infinities, cast saturation and seeded random bit patterns. Actual vanilla Climate.Parameter and ParameterPoint JSON codecs compare scalar, two-element list and min/max object intervals, float endpoint bounds/ordering, required coordinate/offset fields, negative zero, precision-sensitive float parsing, malformed types and duplicate keys. Climate parameter distances, wrapping squared fitness, stable search-tree leaf order and nearest lookup are compared across every supported branching value 2..32, sizes around branch powers, the 65536-entry API bound, duplicates, warm ties, fresh lookups, brute-force lookup and extreme signed-long endpoints/targets. The Rust tree is immutable with per-worker search state instead of hidden thread locals; invalid or degenerate searches return typed errors. Inline arbitrary distance metrics and behavior outside the bounded API are not covered. Built-in Overworld and Nether quantized biome parameter tables are exported independently by each authenticated JAR and required to agree before Rust consumes them. The Rust multi-noise resolver and actual vanilla MultiNoiseBiomeSource compare biome identities through scalar climate queries and prepared bulk quart volumes, including forward/reverse/repeated query order, wrapped extreme origins and shared previous-result state. Biome holder keys in the reference are registration placeholders; no biome property or gameplay behavior is evaluated. The Rust loader reads a Horizon quantized table format, not the vanilla biome codec, and the preset builders themselves have not been ported. Source and private fixture mutations during validation invalidate the report. The two-field 26.3 NoiseSettings codec, create helper and LevelHeightAccessor clamping are also compared across bundled noise members, dimension/alignment bounds, zero/negative runtime heights, disjoint ranges, wrapped integer arithmetic and decimal/exponent integer conversion. Global fluid cutoff selection and the actual disabled Aquifer implementation are compared with original default block-state identities, extreme sea levels/coordinates, signed-zero/subnormal/nonfinite density and counted picker calls; developer fluid-disable behavior is outside the regular-mode corpus. The actual noise-based Aquifer.Config codec and runtime are compared across bundled aquifer settings, modern/legacy world-seeded aquifer factories, synthetic density roots, nondefault water/lava states, cave/void air, nonfinite sampler overrides, strided volume extents, wrapped coordinates, repeated and reversed queries, counted picker calls, sampler call order/values, injected failures and retry state, scheduling flags, populated location/status caches and sorted surface-cache entries. Oversized or wrapped-invalid grid allocations and developer fluid-disable behavior are outside the bounded regular-mode API. Terrain filling is not yet validated. Router, vertical noise and optional aquifer members are decoded from each noise-setting resource; complete NoiseGeneratorSettings, material rules, nonempty world fields, biome registry/codecs and complete chunk biome assignment, generated chunks, gameplay and rendering remain pending. Inline noise holders and general codec behavior beyond the covered fixtures remain pending."
+}

benchmarks/server-2026-10-17/README.md

@@ -1,174 +0,0 @@
-# Dedicated server against vanilla 26.3, with bots (2026-10-17)
-
-`horizon-client --dedicated` (run by `horizon-server`) against the pinned vanilla 26.3 `server.jar`, on `main`
-at `7bbbf6e9` (in release v2026.10.17.17). That build has the movement checks and chunk pacing of #586, the
-equal-work method of #670, and the server performance PRs #701–#707 and #713.
-
-This replaces the data first published here, which came from a Mac mini overloaded by other work (load 55–141 on
-14 threads). An earlier run of this method, on `main` at `002f14ce`, is kept in `earlier-002f14ce/` and compared
-at the end.
-
-## Setup
-
-- **Server machine:** ThinkPad, Intel i7-7500U (2 cores, 4 threads), 32 GB, NixOS. Nothing else heavy ran on it:
-  its load average was 0.4 when idle. Both servers ran under `nice -n 19`.
-- **Bots:** `horizon-bots` on another machine (Mac mini M4 Pro), over the tailnet. That machine was shared with
-  other work (load 36–170 on 14 threads, mean 78). The bots need little CPU, but a busy bot host can answer later.
-  Both servers saw the same conditions, since they took turns at each bot count.
-- **Horizon:** release build of `7bbbf6e9` (`horizon-server`, `horizon-client`).
-- **Vanilla:** the pinned 26.3 `server.jar` on OpenJDK 25.0.4.1, with `-Xms4g -Xmx4g`.
-- **Properties:**
-  - `level-seed=12345`, view and simulation distance 10, creative (forced);
-  - `online-mode=false`, `difficulty=easy`, `max-players=200`;
-  - default game rules on both (the locator bar is on).
-- **Each run:** a fresh server, bots joining one per second, a 60 s warm-up, then 180 s measured.
-- **Commands** (on the server machine):
-  ```
-  python3 tools/server_bench.py --servers horizon,vanilla --nice 19 --warmup 60 --seconds 180 \
-      --bots-via "ssh <bot host>" --bots-bin <horizon-bots> --connect <server address> \
-      --bots 1,10,25,50,100 --behaviour walk,explore
-  python3 tools/server_bench.py ...same... --bots 1,10,25,50 --behaviour explore --explore-speed 0.8
-  ```
-- **Columns:**
-  - **MSPT** (mean) and **P95** come from `/tick query`, in ms. **TPS** is the tick rate.
-  - **RSS** is the mean over the run. **CPU** is the whole process tree, as a percentage of one core.
-  - **Chunks/s** is what the bots received. **New chunks/s** counts each chunk once per bot.
-  - **Pulled back** counts the times the server moved a bot back (vanilla's "moved too quickly" and similar).
-  - **Load** is the mean load average during that run: the server machine (which includes the server's own
-    threads) and the bot host.
-
-## Results
-
-### Equal work: bots explore at the same pace (`--explore-speed 0.8`)
-
-Each bot flies outwards at 0.8 blocks a second, which both servers keep up with. They send the same chunks, so
-the tick times compare the same work.
-
-| Bots | Server | MSPT | P95 | TPS | RSS | CPU | Chunks/s | New chunks/s | Pulled back | Load (server / bots) |
-|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
-| 1 | Horizon | 3.16 | 5.78 | 20.0 | 0.76 GB | 22 % | 2 | 1.27 | 0 | 2.8 / 63 |
-| 1 | Vanilla | 16.82 | 27.3 | 20.0 | 3.37 GB | 69 % | 2 | 1.35 | 0 | 1.8 / 94 |
-| 10 | Horizon | 9.83 | 19.01 | 20.0 | 0.86 GB | 77 % | 14 | 12.31 | 1051 | 2.2 / 74 |
-| 10 | Vanilla | 24.38 | 39.58 | 20.0 | 3.57 GB | 132 % | 14 | 12.32 | 1027 | 2.5 / 64 |
-| 25 | Horizon | 16.87 | 30.88 | 20.0 | 0.89 GB | 111 % | 34 | 29.92 | 3770 | 5.1 / 51 |
-| 25 | Vanilla | 30.29 | 43.47 | 20.0 | 3.61 GB | 176 % | 33 | 29.29 | 5139 | 5.2 / 55 |
-| 50 | Horizon | 23.57 | 47.53 | 20.0 | 0.92 GB | 127 % | 67 | 59.42 | 7434 | 8.5 / 64 |
-| 50 | Vanilla | 42.44 | 54.84 | 20.0 | 3.67 GB | 201 % | 65 | 58.11 | 10604 | 5.1 / 59 |
-
-### `walk`: bots walk around the spawn
-
-| Bots | Server | MSPT | P95 | TPS | RSS | CPU | Chunks/s | New chunks/s | Pulled back | Load (server / bots) |
-|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
-| 1 | Horizon | 4.01 | 8.19 | 20.0 | 0.78 GB | 59 % | 10 | 0.43 | 0 | 1.4 / 70 |
-| 1 | Vanilla | 18.22 | 29.34 | 20.0 | 3.43 GB | 69 % | 10 | 0.47 | 0 | 1.9 / 63 |
-| 10 | Horizon | 8.79 | 17.35 | 20.0 | 0.78 GB | 119 % | 95 | 3.58 | 0 | 2.9 / 69 |
-| 10 | Vanilla | 18.67 | 38.26 | 20.0 | 3.50 GB | 101 % | 101 | 4.38 | 5 | 3.2 / 59 |
-| 25 | Horizon | 15.01 | 31.12 | 20.0 | 0.80 GB | 161 % | 234 | 8.49 | 0 | 6.3 / 43 |
-| 25 | Vanilla | 18.78 | 28.16 | 20.0 | 3.52 GB | 155 % | 252 | 11.89 | 10 | 6.7 / 57 |
-| 50 | Horizon | 22.72 | 60.19 | 20.0 | 0.81 GB | 180 % | 465 | 16.94 | 0 | 14.7 / 50 |
-| 50 | Vanilla | 34.3 | 55.55 | 20.0 | 3.58 GB | 267 % | 497 | 26.74 | 39 | 9.5 / 56 |
-| 100 | Horizon | 63.33 | 125.04 | 15.79 | 0.87 GB | 246 % | 678 | 31.8 | 0 | 32.9 / 95 |
-| 100 | Vanilla | stopped by its watchdog (a 60 s tick) | | | | | | | | 15.1 / 120 |
-
-Both servers sent each walking bot the same number of distinct chunks over the whole run (680–690). Horizon's
-"new chunks/s" inside the measured window is lower, so compare the totals, not that column.
-
-### `explore` at full speed: unequal work
-
-Bots fly outwards as fast as chunks arrive (`horizon-bots`' default, up to 22 blocks a second). Both servers now pull them back ("moved too quickly"), but Horizon sends
-more new terrain, so this pass doesn't compare equal work. The server-machine load of Horizon's 1-bot run is
-estimated from the time between the runs around it: its log was overwritten before it was read.
-
-| Bots | Server | MSPT | P95 | TPS | RSS | CPU | Chunks/s | New chunks/s | Pulled back | Load (server / bots) |
-|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
-| 1 | Horizon | 9.73 | 20.99 | 20.0 | 0.84 GB | 330 % | 41 | 35.96 | 0 | 4.7 / 129 |
-| 1 | Vanilla | 9.71 | 20.37 | 20.0 | 3.61 GB | 247 % | 35 | 33.61 | 0 | 4.3 / 156 |
-| 10 | Horizon | 21.27 | 39.15 | 20.0 | 1.18 GB | 322 % | 46 | 46.11 | 9856 | 5.0 / 114 |
-| 10 | Vanilla | 16.94 | 30.28 | 20.0 | 3.95 GB | 254 % | 25 | 25.01 | 11123 | 5.5 / 89 |
-| 25 | Horizon | 25.76 | 45.01 | 20.0 | 1.17 GB | 314 % | 61 | 60.7 | 31264 | 6.6 / 82 |
-| 25 | Vanilla | 24.93 | 37.09 | 20.0 | 4.04 GB | 305 % | 38 | 37.84 | 33467 | 6.1 / 91 |
-| 50 | Horizon | 39.31 | 65.33 | 20.0 | 1.25 GB | 325 % | 115 | 112.25 | 64163 | 6.9 / 95 |
-| 50 | Vanilla | stopped by its watchdog (a 60 s tick) | | | | | | | | 7.7 / 86 |
-| 100 | Horizon | 52.7 | 85.73 | 18.97 | 1.36 GB | 328 % | 154 | 151.83 | 116161 | 13.4 / 79 |
-| 100 | Vanilla | stopped by its watchdog (a 60 s tick) | | | | | | | | 10.0 / 72 |
-
-Vanilla's watchdog stopped it after a 60-second tick in three runs (walk 100, explore 50 and 100). Each time its
-server thread was in entity tracking (`ChunkMap$TrackedEntity.updatePlayer`).
-
-## What it shows
-
-- **Same work, 1 to 50 players:** Horizon's mean tick is 44–81 % shorter than vanilla's, its 95th percentile is
-  lower, and its process uses 32–63 % of vanilla's CPU.
-- **Walking, 1 to 50 players:** Horizon's mean tick is shorter at every count (4.0 against 18.2 ms with 1 bot,
-  22.7 against 34.3 ms with 50).
-- **Where vanilla wins:**
-  - With 25 and 50 walking bots, vanilla's 95th percentile is lower (28.2 against 31.1 ms, 55.6 against
-    60.2 ms). Horizon's slow ticks are spikier.
-  - In the full-speed explore pass, vanilla's mean tick is shorter with 10 and 25 bots (16.9 against 21.3 ms,
-    24.9 against 25.8 ms), while Horizon sends 1.6–1.8 times as many new chunks.
-  - With 50 walking bots, Horizon makes the server machine busier (load 14.7 against 9.5). Its connection
-    writer threads compress every packet (below).
-- **100 players:** Horizon keeps 15.8 TPS walking and 19.0 TPS exploring at full speed. Vanilla's watchdog
-  stopped it in both.
-- **Memory:** Horizon used 0.76–0.92 GB in every walk and equal-work run, and 1.36 GB at most when 100 bots
-  explored at full speed. Vanilla used 3.4–4.0 GB with its 4 GB heap.
-- **Start:** Horizon's fresh world was ready in 9.2–9.9 s, vanilla's in 14.9–17.2 s.
-
-## Where Horizon's time goes (50 walking bots)
-
-`perf record -e cycles:u --call-graph lbr` on the engine for 30 s, during a separate 50-bot `walk` run on the same
-build and machine (MSPT 21.7 ms, 178 % CPU). Shares of all the engine's CPU samples:
-
-| Thread | Share | Mostly |
-|---|---:|---|
-| Connection writers (`horizon-lan-out`) | 55 % | 53 % in `miniz_oxide` deflate, from `horizon_protocol::frame::encode` |
-| World generation workers | 33 % | noise, surface rules, aquifers |
-| Server thread (the tick) | 12 % | see below |
-
-Inside the tick:
-- the locator bar (`Waypoints::tick`): a third of the tick;
-- `Hub::tick`: a quarter;
-- block entities, creatures, chunk encoding (`ChunkEncoder::encode_in`) and `Streaming::update`: 7–10 % each;
-- SipHash of `u128` keys (the default `HashMap` hasher): about 10 % of the tick.
-
-**The next biggest cost is compressing packets.** Every chunk packet is compressed again for each player who gets
-it, with `flate2`'s default `miniz_oxide` backend at level 6. On this 4-thread CPU that competes with the tick
-and with world generation. Two fixes, which can be combined:
-- the `zlib-rs` backend for `flate2`: 2.2–10 times faster than `miniz_oxide` at level 6 in a quick test, with
-  output about 3 % larger;
-- compressing a chunk packet once and sending the same bytes to every player who needs it.
-
-## Before and after the performance PRs
-
-The earlier run, on `main` at `002f14ce` with #670's bench changes (build `a9ee56a8`), before #586, #701–#707 and
-#713. Same machines and settings. MSPT mean / P95, in ms:
-
-Walk:
-
-| Bots | Horizon before | Horizon now | Vanilla before | Vanilla now |
-|---:|---|---|---|---|
-| 1 | 5.77 / 11.04 | 4.01 / 8.19 | 18.84 / 29.55 | 18.22 / 29.34 |
-| 10 | 16.23 / 29.32 | 8.79 / 17.35 | 18.02 / 37.62 | 18.67 / 38.26 |
-| 25 | 23.98 / 49.18 | 15.01 / 31.12 | 19.19 / 33.84 | 18.78 / 28.16 |
-| 50 | 35.07 / 73.24 | 22.72 / 60.19 | 35.23 / 60.87 | 34.3 / 55.55 |
-| 100 | 104.8 / 158.8 | 63.33 / 125.04 | watchdog | watchdog |
-
-Equal work:
-
-| Bots | Horizon before | Horizon now | Vanilla before | Vanilla now |
-|---:|---|---|---|---|
-| 1 | 4.78 / 7.3 | 3.16 / 5.78 | 16.63 / 26.23 | 16.82 / 27.3 |
-| 10 | 15.19 / 25.66 | 9.83 / 19.01 | 24.65 / 40.81 | 24.38 / 39.58 |
-| 25 | 23.37 / 42.59 | 16.87 / 30.88 | 30.28 / 44.81 | 30.29 / 43.47 |
-| 50 | 30.59 / 67.94 | 23.57 / 47.53 | 43.52 / 56.18 | 42.44 / 54.84 |
-
-Vanilla's numbers repeat within a few percent, so the runs are comparable. In the earlier run, 25 walking bots
-were faster on vanilla (19.2 against 24.0 ms). A profile then put a third of the tick in advancement updates,
-which #701 fixed.
-
-## Files
-
-- `walk-explore.json`: the `walk` and full-speed `explore` passes. `explore-equal-rate.json`: the equal-work pass.
-- `load.txt`: both machines' load averages every 30 s during the runs.
-- `earlier-002f14ce/`: the same files for the earlier run.
-- The server's tailnet address is replaced by `<server address>` in the JSON.

benchmarks/server-2026-10-17/earlier-002f14ce/explore-equal-rate.json

@@ -1,341 +0,0 @@
-{
-  "kind": "horizon-server-benchmark",
-  "date": "2026-10-17T15:37:03+00:00",
-  "machine": {
-    "system": "Linux",
-    "machine": "x86_64",
-    "cpus": 4
-  },
-  "commit": "a9ee56a8b143999c9bc7056850ffcd622a9214aa",
-  "java": [
-    "openjdk 25.0.4.1 2026-08-18"
-  ],
-  "settings": {
-    "servers": "horizon,vanilla",
-    "bots": "1,10,25,50",
-    "behaviour": "explore",
-    "join_every": 1.0,
-    "warmup": 60,
-    "seconds": 180,
-    "seed": 12345,
-    "explore_speed": 0.8,
-    "gamerule": "",
-    "heap": "4g",
-    "out": "/home/ludovic/code/horizon/.claude/worktrees/server-host-4/.local/bench-out/explore-equal-rate.json",
-    "nice": 19,
-    "bots_via": "ssh macmini",
-    "bots_bin": "/Users/ludovicmarie/code/horizon/.claude/worktrees/server-host-4/target/release/horizon-bots",
-    "connect": "<server address>",
-    "properties": {
-      "level-seed": "12345",
-      "view-distance": "10",
-      "simulation-distance": "10",
-      "online-mode": "false",
-      "white-list": "false",
-      "gamemode": "creative",
-      "force-gamemode": "true",
-      "spawn-protection": "0",
-      "max-players": "200",
-      "difficulty": "easy",
-      "sync-chunk-writes": "true"
-    }
-  },
-  "runs": [
-    {
-      "server": "horizon",
-      "bots": 1,
-      "behaviour": "explore",
-      "start_seconds": 9.21,
-      "mspt": {
-        "average": 4.78,
-        "p50": 4.59,
-        "p95": 7.3,
-        "p99": 13.53
-      },
-      "mspt_worst_p99": 36.5,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 759.91,
-        "max": 771.3
-      },
-      "cpu_percent": 24.49,
-      "chunks_per_second": 1.64,
-      "unique_per_second": 1.27,
-      "forgotten_per_second": 1.54,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 841,
-      "chunks_per_bot": {
-        "explore": 841.0
-      },
-      "unique_chunks_per_bot": {
-        "explore": 781.0
-      },
-      "resent": 0,
-      "pulled_back": 0,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 1,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
-      "server": "vanilla",
-      "bots": 1,
-      "behaviour": "explore",
-      "start_seconds": 14.35,
-      "mspt": {
-        "average": 16.63,
-        "p50": 16.73,
-        "p95": 26.23,
-        "p99": 35.39
-      },
-      "mspt_worst_p99": 68.5,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3431.12,
-        "max": 3459.2
-      },
-      "cpu_percent": 69.76,
-      "chunks_per_second": 1.66,
-      "unique_per_second": 1.37,
-      "forgotten_per_second": 1.67,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 840,
-      "chunks_per_bot": {
-        "explore": 840.0
-      },
-      "unique_chunks_per_bot": {
-        "explore": 780.0
-      },
-      "resent": 0,
-      "pulled_back": 0,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 1,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
-      "server": "horizon",
-      "bots": 10,
-      "behaviour": "explore",
-      "start_seconds": 9.31,
-      "mspt": {
-        "average": 15.19,
-        "p50": 14.45,
-        "p95": 25.66,
-        "p99": 38.89
-      },
-      "mspt_worst_p99": 57.6,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 859.86,
-        "max": 920.2
-      },
-      "cpu_percent": 84.95,
-      "chunks_per_second": 14.22,
-      "unique_per_second": 12.7,
-      "forgotten_per_second": 14.11,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 7962,
-      "chunks_per_bot": {
-        "explore": 796.2
-      },
-      "unique_chunks_per_bot": {
-        "explore": 768.2
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-      "resent": 0,
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-      "moved_wrongly": 0,
-      "bots_joined": 10,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
-      "server": "vanilla",
-      "bots": 10,
-      "behaviour": "explore",
-      "start_seconds": 14.74,
-      "mspt": {
-        "average": 24.65,
-        "p50": 21.82,
-        "p95": 40.81,
-        "p99": 70.23
-      },
-      "mspt_worst_p99": 119.1,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3528.77,
-        "max": 3643.2
-      },
-      "cpu_percent": 133.1,
-      "chunks_per_second": 13.62,
-      "unique_per_second": 12.32,
-      "forgotten_per_second": 13.62,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 7746,
-      "chunks_per_bot": {
-        "explore": 774.6
-      },
-      "unique_chunks_per_bot": {
-        "explore": 748.7
-      },
-      "resent": 0,
-      "pulled_back": 1150,
-      "moved_too_quickly": 5,
-      "moved_wrongly": 0,
-      "bots_joined": 10,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
-      "server": "horizon",
-      "bots": 25,
-      "behaviour": "explore",
-      "start_seconds": 9.42,
-      "mspt": {
-        "average": 23.37,
-        "p50": 21.61,
-        "p95": 42.59,
-        "p99": 60.21
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-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 889.21,
-        "max": 950.7
-      },
-      "cpu_percent": 117.59,
-      "chunks_per_second": 35.34,
-      "unique_per_second": 31.62,
-      "forgotten_per_second": 35.12,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 20137,
-      "chunks_per_bot": {
-        "explore": 805.48
-      },
-      "unique_chunks_per_bot": {
-        "explore": 774.52
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-      "moved_too_quickly": 0,
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-      "bots_joined": 25,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
-      "server": "vanilla",
-      "bots": 25,
-      "behaviour": "explore",
-      "start_seconds": 15.14,
-      "mspt": {
-        "average": 30.28,
-        "p50": 28.17,
-        "p95": 44.81,
-        "p99": 71.77
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-      "mspt_worst_p99": 158.1,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3574.32,
-        "max": 3692.7
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-      "cpu_percent": 173.43,
-      "chunks_per_second": 32.76,
-      "unique_per_second": 29.38,
-      "forgotten_per_second": 33.02,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 19417,
-      "chunks_per_bot": {
-        "explore": 776.68
-      },
-      "unique_chunks_per_bot": {
-        "explore": 747.36
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-      "resent": 0,
-      "pulled_back": 4728,
-      "moved_too_quickly": 15,
-      "moved_wrongly": 0,
-      "bots_joined": 25,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
-      "server": "horizon",
-      "bots": 50,
-      "behaviour": "explore",
-      "start_seconds": 9.11,
-      "mspt": {
-        "average": 30.59,
-        "p50": 25.19,
-        "p95": 67.94,
-        "p99": 90.77
-      },
-      "mspt_worst_p99": 122.1,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 915.93,
-        "max": 978.0
-      },
-      "cpu_percent": 132.13,
-      "chunks_per_second": 71.31,
-      "unique_per_second": 63.56,
-      "forgotten_per_second": 71.19,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 41365,
-      "chunks_per_bot": {
-        "explore": 827.3
-      },
-      "unique_chunks_per_bot": {
-        "explore": 793.14
-      },
-      "resent": 0,
-      "pulled_back": 0,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 50,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
-      "server": "vanilla",
-      "bots": 50,
-      "behaviour": "explore",
-      "start_seconds": 15.35,
-      "mspt": {
-        "average": 43.52,
-        "p50": 41.69,
-        "p95": 56.18,
-        "p99": 84.55
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-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3801.29,
-        "max": 3920.7
-      },
-      "cpu_percent": 198.97,
-      "chunks_per_second": 65.86,
-      "unique_per_second": 58.63,
-      "forgotten_per_second": 66.12,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 39790,
-      "chunks_per_bot": {
-        "explore": 795.8
-      },
-      "unique_chunks_per_bot": {
-        "explore": 764.48
-      },
-      "resent": 0,
-      "pulled_back": 8392,
-      "moved_too_quickly": 38,
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-      "bots_joined": 50,
-      "bots_failed": [],
-      "tick_queries": 35
-    }
-  ]
-}

benchmarks/server-2026-10-17/earlier-002f14ce/load.txt

@@ -1,278 +0,0 @@
-2026-10-17T13:17:13Z thinkpad: 2.76 2.26 2.04 | macmini (bots): { 73.08 70.73 75.98 }
-2026-10-17T13:17:43Z thinkpad: 2.90 2.33 2.07 | macmini (bots): { 75.66 71.62 76.12 }
-2026-10-17T13:18:13Z thinkpad: 3.02 2.43 2.11 | macmini (bots): { 65.77 69.61 75.24 }
-2026-10-17T13:18:44Z thinkpad: 2.15 2.27 2.07 | macmini (bots): { 59.85 67.75 74.37 }
-2026-10-17T13:19:14Z thinkpad: 1.45 2.09 2.02 | macmini (bots): { 63.86 67.87 74.17 }
-2026-10-17T13:19:44Z thinkpad: 1.28 1.98 1.98 | macmini (bots): { 63.51 67.54 73.84 }
-2026-10-17T13:20:14Z thinkpad: 1.14 1.89 1.95 | macmini (bots): { 65.82 67.85 73.71 }
-2026-10-17T13:20:45Z thinkpad: 0.90 1.77 1.91 | macmini (bots): { 63.62 67.08 73.22 }
-2026-10-17T13:21:15Z thinkpad: 0.55 1.60 1.85 | macmini (bots): { 62.45 66.37 72.75 }
-2026-10-17T13:21:45Z thinkpad: 0.79 1.54 1.82 | macmini (bots): { 67.04 67.04 72.76 }
-2026-10-17T13:22:15Z thinkpad: 1.96 1.75 1.88 | macmini (bots): { 65.53 66.60 72.40 }
-2026-10-17T13:22:46Z thinkpad: 1.82 1.75 1.88 | macmini (bots): { 61.52 65.55 71.82 }
-2026-10-17T13:23:16Z thinkpad: 1.29 1.63 1.83 | macmini (bots): { 62.36 65.36 71.53 }
-2026-10-17T13:23:46Z thinkpad: 0.86 1.49 1.78 | macmini (bots): { 68.76 66.51 71.73 }
-2026-10-17T13:24:16Z thinkpad: 1.29 1.52 1.78 | macmini (bots): { 77.68 68.77 72.36 }
-2026-10-17T13:24:46Z thinkpad: 1.82 1.62 1.80 | macmini (bots): { 74.03 68.88 72.28 }
-2026-10-17T13:25:17Z thinkpad: 1.50 1.56 1.78 | macmini (bots): { 71.53 68.76 72.12 }
-2026-10-17T13:25:47Z thinkpad: 0.96 1.42 1.72 | macmini (bots): { 74.46 69.85 72.40 }
-2026-10-17T13:26:17Z thinkpad: 0.87 1.35 1.69 | macmini (bots): { 80.85 71.79 73.01 }
-2026-10-17T13:26:47Z thinkpad: 3.95 2.02 1.90 | macmini (bots): { 74.77 71.31 72.81 }
-2026-10-17T13:27:18Z thinkpad: 2.98 1.97 1.89 | macmini (bots): { 70.52 70.52 72.46 }
-2026-10-17T13:27:48Z thinkpad: 3.78 2.26 1.99 | macmini (bots): { 67.62 69.91 72.18 }
-2026-10-17T13:28:18Z thinkpad: 3.05 2.23 1.99 | macmini (bots): { 72.51 70.83 72.43 }
-2026-10-17T13:28:48Z thinkpad: 2.05 2.07 1.94 | macmini (bots): { 79.07 72.64 73.03 }
-2026-10-17T13:29:19Z thinkpad: 2.09 2.11 1.96 | macmini (bots): { 90.42 75.94 74.21 }
-2026-10-17T13:29:49Z thinkpad: 1.61 1.99 1.93 | macmini (bots): { 102.68 80.15 75.78 }
-2026-10-17T13:30:19Z thinkpad: 2.31 2.12 1.97 | macmini (bots): { 111.15 84.19 77.39 }
-2026-10-17T13:30:49Z thinkpad: 4.14 2.61 2.14 | macmini (bots): { 115.67 87.82 78.94 }
-2026-10-17T13:31:20Z thinkpad: 4.84 2.92 2.26 | macmini (bots): { 122.95 92.31 80.88 }
-2026-10-17T13:31:50Z thinkpad: 6.84 3.60 2.51 | macmini (bots): { 136.25 98.41 83.48 }
-2026-10-17T13:32:20Z thinkpad: 4.85 3.43 2.49 | macmini (bots): { 128.59 100.39 84.73 }
-2026-10-17T13:32:50Z thinkpad: 3.48 3.25 2.46 | macmini (bots): { 111.05 98.73 84.66 }
-2026-10-17T13:33:20Z thinkpad: 3.09 3.15 2.45 | macmini (bots): { 102.40 98.03 84.98 }
-2026-10-17T13:33:51Z thinkpad: 2.47 2.99 2.42 | macmini (bots): { 94.57 96.54 84.89 }
-2026-10-17T13:34:21Z thinkpad: 2.42 2.94 2.42 | macmini (bots): { 86.26 94.36 84.50 }
-2026-10-17T13:34:51Z thinkpad: 2.95 3.04 2.47 | macmini (bots): { 76.90 91.56 83.84 }
-2026-10-17T13:35:21Z thinkpad: 2.66 2.96 2.46 | macmini (bots): { 65.57 87.42 82.61 }
-2026-10-17T13:35:52Z thinkpad: 2.47 2.88 2.45 | macmini (bots): { 64.13 85.05 81.92 }
-2026-10-17T13:36:22Z thinkpad: 3.89 3.17 2.56 | macmini (bots): { 58.65 81.74 80.83 }
-2026-10-17T13:36:52Z thinkpad: 6.43 3.83 2.80 | macmini (bots): { 66.32 81.32 80.71 }
-2026-10-17T13:37:22Z thinkpad: 8.73 4.60 3.09 | macmini (bots): { 67.30 80.14 80.30 }
-2026-10-17T13:37:53Z thinkpad: 9.03 5.10 3.30 | macmini (bots): { 63.66 78.24 79.62 }
-2026-10-17T13:38:23Z thinkpad: 9.49 5.57 3.52 | macmini (bots): { 61.25 76.23 78.84 }
-2026-10-17T13:38:53Z thinkpad: 7.55 5.50 3.56 | macmini (bots): { 62.30 74.88 78.25 }
-2026-10-17T13:39:23Z thinkpad: 8.62 5.99 3.79 | macmini (bots): { 57.34 72.56 77.29 }
-2026-10-17T13:39:53Z thinkpad: 6.65 5.81 3.80 | macmini (bots): { 51.24 69.62 76.06 }
-2026-10-17T13:40:24Z thinkpad: 5.55 5.62 3.80 | macmini (bots): { 48.87 67.26 74.98 }
-2026-10-17T13:40:54Z thinkpad: 6.11 5.71 3.89 | macmini (bots): { 51.16 66.08 74.29 }
-2026-10-17T13:41:24Z thinkpad: 8.93 6.43 4.19 | macmini (bots): { 48.67 64.00 73.24 }
-2026-10-17T13:41:54Z thinkpad: 9.05 6.74 4.36 | macmini (bots): { 46.47 61.96 72.18 }
-2026-10-17T13:42:25Z thinkpad: 7.70 6.65 4.41 | macmini (bots): { 44.24 60.05 71.14 }
-2026-10-17T13:42:55Z thinkpad: 5.64 6.24 4.34 | macmini (bots): { 49.30 59.83 70.68 }
-2026-10-17T13:43:25Z thinkpad: 4.83 6.02 4.33 | macmini (bots): { 47.39 58.24 69.72 }
-2026-10-17T13:43:55Z thinkpad: 3.57 5.61 4.25 | macmini (bots): { 47.32 57.23 68.96 }
-2026-10-17T13:44:25Z thinkpad: 3.41 5.40 4.23 | macmini (bots): { 47.86 56.49 68.28 }
-2026-10-17T13:44:55Z thinkpad: 3.37 5.21 4.20 | macmini (bots): { 50.10 56.19 67.77 }
-2026-10-17T13:45:26Z thinkpad: 3.78 5.16 4.22 | macmini (bots): { 51.91 55.98 67.28 }
-2026-10-17T13:45:56Z thinkpad: 4.34 5.12 4.23 | macmini (bots): { 49.16 54.85 66.42 }
-2026-10-17T13:46:26Z thinkpad: 10.04 6.46 4.71 | macmini (bots): { 45.01 53.33 65.47 }
-2026-10-17T13:46:56Z thinkpad: 18.10 8.73 5.52 | macmini (bots): { 46.41 52.87 64.88 }
-2026-10-17T13:47:27Z thinkpad: 14.99 8.91 5.68 | macmini (bots): { 51.12 53.21 64.57 }
-2026-10-17T13:47:57Z thinkpad: 13.46 9.27 5.92 | macmini (bots): { 53.84 53.81 64.40 }
-2026-10-17T13:48:27Z thinkpad: 12.76 9.41 6.07 | macmini (bots): { 51.94 53.27 63.84 }
-2026-10-17T13:48:58Z thinkpad: 10.20 9.11 6.08 | macmini (bots): { 50.70 52.83 63.31 }
-2026-10-17T13:49:28Z thinkpad: 9.95 9.25 6.23 | macmini (bots): { 51.51 52.89 62.97 }
-2026-10-17T13:49:58Z thinkpad: 11.98 9.87 6.53 | macmini (bots): { 50.98 52.73 62.57 }
-2026-10-17T13:50:29Z thinkpad: 14.96 10.76 6.94 | macmini (bots): { 49.68 52.31 62.08 }
-2026-10-17T13:50:59Z thinkpad: 10.54 10.09 6.83 | macmini (bots): { 53.34 53.01 62.00 }
-2026-10-17T13:51:29Z thinkpad: 10.21 10.01 6.91 | macmini (bots): { 51.61 52.69 61.57 }
-2026-10-17T13:52:00Z thinkpad: 11.86 10.42 7.14 | macmini (bots): { 48.94 51.89 60.97 }
-2026-10-17T13:52:30Z thinkpad: 10.88 10.33 7.22 | macmini (bots): { 48.46 51.44 60.49 }
-2026-10-17T13:53:01Z thinkpad: 10.94 10.41 7.35 | macmini (bots): { 54.27 52.41 60.47 }
-2026-10-17T13:53:31Z thinkpad: 10.77 10.42 7.45 | macmini (bots): { 57.13 53.30 60.51 }
-2026-10-17T13:54:02Z thinkpad: 10.62 10.40 7.53 | macmini (bots): { 53.78 52.84 60.09 }
-2026-10-17T13:54:32Z thinkpad: 10.85 10.48 7.66 | macmini (bots): { 52.01 52.51 59.73 }
-2026-10-17T13:55:02Z thinkpad: 10.36 10.39 7.73 | macmini (bots): { 53.44 52.83 59.59 }
-2026-10-17T13:55:32Z thinkpad: 8.58 9.95 7.67 | macmini (bots): { 58.66 54.12 59.82 }
-2026-10-17T13:56:03Z thinkpad: 7.29 9.52 7.60 | macmini (bots): { 60.98 55.05 59.96 }
-2026-10-17T13:56:33Z thinkpad: 5.02 8.75 7.40 | macmini (bots): { 65.14 56.71 60.39 }
-2026-10-17T13:57:03Z thinkpad: 5.03 8.38 7.32 | macmini (bots): { 57.51 55.73 59.91 }
-2026-10-17T13:57:34Z thinkpad: 7.39 8.66 7.45 | macmini (bots): { 52.57 54.73 59.41 }
-2026-10-17T13:58:04Z thinkpad: 10.56 9.45 7.76 | macmini (bots): { 53.11 54.60 59.20 }
-2026-10-17T13:58:34Z thinkpad: 28.87 14.20 9.41 | macmini (bots): { 54.53 54.93 59.16 }
-2026-10-17T13:59:05Z thinkpad: 39.33 17.79 10.73 | macmini (bots): { 62.67 56.86 59.71 }
-2026-10-17T13:59:35Z thinkpad: 34.07 18.33 11.12 | macmini (bots): { 61.78 57.22 59.75 }
-2026-10-17T14:00:06Z thinkpad: 34.42 19.72 11.80 | macmini (bots): { 53.10 55.55 59.03 }
-2026-10-17T14:00:36Z thinkpad: 33.60 20.94 12.46 | macmini (bots): { 48.70 54.23 58.43 }
-2026-10-17T14:01:07Z thinkpad: 29.29 20.99 12.74 | macmini (bots): { 50.25 54.00 58.20 }
-2026-10-17T14:01:37Z thinkpad: 20.83 19.79 12.61 | macmini (bots): { 50.48 53.74 57.96 }
-2026-10-17T14:02:08Z thinkpad: 21.74 20.44 13.11 | macmini (bots): { 48.65 53.04 57.56 }
-2026-10-17T14:02:38Z thinkpad: 17.68 19.67 13.09 | macmini (bots): { 54.17 53.85 57.69 }
-2026-10-17T14:03:08Z thinkpad: 13.97 18.55 12.93 | macmini (bots): { 53.39 53.84 57.56 }
-2026-10-17T14:03:39Z thinkpad: 14.10 18.17 12.98 | macmini (bots): { 50.71 53.09 57.16 }
-2026-10-17T14:04:09Z thinkpad: 13.60 17.65 12.97 | macmini (bots): { 52.30 53.28 57.08 }
-2026-10-17T14:04:39Z thinkpad: 12.09 16.91 12.88 | macmini (bots): { 51.52 53.03 56.87 }
-2026-10-17T14:05:10Z thinkpad: 10.15 15.98 12.69 | macmini (bots): { 54.53 53.57 56.91 }
-2026-10-17T14:05:42Z thinkpad: 7.77 14.86 12.42 | macmini (bots): { 63.58 55.55 57.49 }
-2026-10-17T14:06:12Z thinkpad: 6.58 13.89 12.18 | macmini (bots): { 75.29 59.41 58.84 }
-2026-10-17T14:06:42Z thinkpad: 5.96 13.02 11.94 | macmini (bots): { 78.06 61.64 59.67 }
-2026-10-17T14:07:12Z thinkpad: 4.86 12.08 11.66 | macmini (bots): { 72.26 61.85 59.81 }
-2026-10-17T14:07:42Z thinkpad: 4.49 11.18 11.38 | macmini (bots): { 67.84 61.73 59.84 }
-2026-10-17T14:08:13Z thinkpad: 4.37 10.51 11.15 | macmini (bots): { 64.25 61.45 59.80 }
-2026-10-17T14:08:43Z thinkpad: 4.57 9.97 10.94 | macmini (bots): { 57.86 60.14 59.38 }
-2026-10-17T14:09:13Z thinkpad: 4.60 9.46 10.74 | macmini (bots): { 60.21 60.39 59.49 }
-2026-10-17T14:09:43Z thinkpad: 4.20 8.89 10.51 | macmini (bots): { 57.11 59.57 59.22 }
-2026-10-17T14:10:14Z thinkpad: 3.80 8.36 10.28 | macmini (bots): { 66.05 61.48 59.92 }
-2026-10-17T14:10:44Z thinkpad: 4.19 8.00 10.10 | macmini (bots): { 78.51 64.91 61.22 }
-2026-10-17T14:11:14Z thinkpad: 4.27 7.65 9.92 | macmini (bots): { 74.15 65.33 61.51 }
-2026-10-17T14:11:44Z thinkpad: 4.35 7.35 9.74 | macmini (bots): { 62.47 63.48 60.98 }
-2026-10-17T14:12:14Z thinkpad: 4.98 7.22 9.62 | macmini (bots): { 56.73 61.86 60.46 }
-2026-10-17T14:12:45Z thinkpad: 4.60 6.91 9.44 | macmini (bots): { 57.78 61.49 60.37 }
-2026-10-17T14:13:15Z thinkpad: 4.15 6.57 9.25 | macmini (bots): { 56.21 60.71 60.12 }
-2026-10-17T14:13:45Z thinkpad: 3.87 6.25 9.05 | macmini (bots): { 54.75 60.00 59.89 }
-2026-10-17T14:14:15Z thinkpad: 3.86 6.02 8.89 | macmini (bots): { 52.21 58.88 59.49 }
-2026-10-17T14:14:46Z thinkpad: 3.14 5.64 8.67 | macmini (bots): { 58.81 59.59 59.71 }
-2026-10-17T14:15:16Z thinkpad: 3.76 5.54 8.54 | macmini (bots): { 64.13 60.86 60.16 }
-2026-10-17T14:15:46Z thinkpad: 3.91 5.41 8.40 | macmini (bots): { 59.02 59.97 59.87 }
-2026-10-17T14:16:16Z thinkpad: 4.33 5.35 8.28 | macmini (bots): { 64.48 60.97 60.22 }
-2026-10-17T14:16:46Z thinkpad: 5.20 5.44 8.21 | macmini (bots): { 79.56 64.98 61.70 }
-2026-10-17T14:17:17Z thinkpad: 4.88 5.36 8.10 | macmini (bots): { 94.21 69.99 63.63 }
-2026-10-17T14:17:47Z thinkpad: 4.80 5.30 8.00 | macmini (bots): { 85.75 70.51 64.08 }
-2026-10-17T14:18:17Z thinkpad: 4.82 5.25 7.89 | macmini (bots): { 82.33 71.25 64.57 }
-2026-10-17T14:18:48Z thinkpad: 4.50 5.12 7.75 | macmini (bots): { 77.67 71.11 64.75 }
-2026-10-17T14:19:18Z thinkpad: 3.76 4.88 7.58 | macmini (bots): { 77.29 71.67 65.17 }
-2026-10-17T14:19:48Z thinkpad: 3.68 4.75 7.45 | macmini (bots): { 71.16 70.71 65.05 }
-2026-10-17T14:20:18Z thinkpad: 4.25 4.82 7.39 | macmini (bots): { 66.97 69.63 64.85 }
-2026-10-17T14:20:49Z thinkpad: 4.72 4.89 7.33 | macmini (bots): { 59.23 67.50 64.24 }
-2026-10-17T14:21:19Z thinkpad: 5.12 4.98 7.28 | macmini (bots): { 52.38 65.10 63.48 }
-2026-10-17T14:21:49Z thinkpad: 5.69 5.13 7.26 | macmini (bots): { 59.43 65.53 63.69 }
-2026-10-17T14:22:19Z thinkpad: 5.78 5.19 7.21 | macmini (bots): { 62.28 65.65 63.80 }
-2026-10-17T14:22:50Z thinkpad: 5.34 5.14 7.13 | macmini (bots): { 57.40 64.12 63.30 }
-2026-10-17T14:23:20Z thinkpad: 4.89 5.04 7.03 | macmini (bots): { 58.39 63.61 63.14 }
-2026-10-17T14:23:50Z thinkpad: 5.00 5.07 6.98 | macmini (bots): { 64.88 64.63 63.52 }
-2026-10-17T14:24:20Z thinkpad: 3.88 4.80 6.83 | macmini (bots): { 80.70 68.30 64.88 }
-2026-10-17T14:24:51Z thinkpad: 2.90 4.47 6.65 | macmini (bots): { 94.09 72.75 66.61 }
-2026-10-17T14:25:21Z thinkpad: 2.63 4.25 6.51 | macmini (bots): { 93.13 74.91 67.63 }
-2026-10-17T14:25:51Z thinkpad: 6.66 5.07 6.71 | macmini (bots): { 72.87 71.72 66.72 }
-2026-10-17T14:26:21Z thinkpad: 7.15 5.34 6.74 | macmini (bots): { 67.03 70.37 66.40 }
-2026-10-17T14:26:51Z thinkpad: 6.20 5.29 6.68 | macmini (bots): { 58.68 68.08 65.71 }
-2026-10-17T14:27:22Z thinkpad: 6.11 5.35 6.66 | macmini (bots): { 55.26 66.28 65.14 }
-2026-10-17T14:27:52Z thinkpad: 5.45 5.26 6.59 | macmini (bots): { 56.51 65.74 64.99 }
-2026-10-17T14:28:22Z thinkpad: 6.11 5.45 6.61 | macmini (bots): { 52.24 63.77 64.30 }
-2026-10-17T14:28:52Z thinkpad: 6.06 5.50 6.59 | macmini (bots): { 55.56 63.38 64.13 }
-2026-10-17T14:29:23Z thinkpad: 6.11 5.58 6.58 | macmini (bots): { 59.66 63.63 64.20 }
-2026-10-17T14:29:53Z thinkpad: 5.52 5.54 6.53 | macmini (bots): { 63.71 64.30 64.42 }
-2026-10-17T14:30:23Z thinkpad: 4.79 5.35 6.43 | macmini (bots): { 69.84 65.61 64.89 }
-2026-10-17T14:30:53Z thinkpad: 6.21 5.63 6.49 | macmini (bots): { 62.76 64.46 64.50 }
-2026-10-17T14:31:23Z thinkpad: 8.36 6.21 6.66 | macmini (bots): { 53.51 62.09 63.64 }
-2026-10-17T14:31:54Z thinkpad: 8.49 6.45 6.72 | macmini (bots): { 52.80 60.98 63.18 }
-2026-10-17T14:32:24Z thinkpad: 8.28 6.59 6.77 | macmini (bots): { 48.98 59.20 62.45 }
-2026-10-17T14:32:54Z thinkpad: 8.02 6.70 6.79 | macmini (bots): { 48.95 58.30 62.02 }
-2026-10-17T14:33:25Z thinkpad: 7.02 6.59 6.76 | macmini (bots): { 51.06 57.70 61.66 }
-2026-10-17T14:33:55Z thinkpad: 7.09 6.62 6.76 | macmini (bots): { 70.89 61.81 63.00 }
-2026-10-17T14:34:25Z thinkpad: 6.18 6.44 6.69 | macmini (bots): { 69.38 62.46 63.21 }
-2026-10-17T14:34:55Z thinkpad: 6.67 6.52 6.72 | macmini (bots): { 76.87 64.84 64.04 }
-2026-10-17T14:35:25Z thinkpad: 4.76 6.08 6.56 | macmini (bots): { 86.19 68.04 65.21 }
-2026-10-17T14:35:56Z thinkpad: 3.47 5.64 6.40 | macmini (bots): { 101.03 73.28 67.21 }
-2026-10-17T14:36:26Z thinkpad: 2.68 5.24 6.24 | macmini (bots): { 106.05 77.09 68.79 }
-2026-10-17T14:36:56Z thinkpad: 2.41 4.91 6.10 | macmini (bots): { 107.57 80.20 70.20 }
-2026-10-17T14:37:26Z thinkpad: 3.74 4.99 6.08 | macmini (bots): { 101.16 81.38 70.98 }
-2026-10-17T14:37:57Z thinkpad: 5.96 5.39 6.18 | macmini (bots): { 86.51 79.61 70.70 }
-2026-10-17T14:38:27Z thinkpad: 7.91 5.98 6.35 | macmini (bots): { 81.13 79.06 70.81 }
-2026-10-17T14:38:57Z thinkpad: 8.45 6.25 6.43 | macmini (bots): { 79.56 79.01 71.08 }
-2026-10-17T14:39:27Z thinkpad: 8.75 6.52 6.52 | macmini (bots): { 71.92 77.22 70.71 }
-2026-10-17T14:39:58Z thinkpad: 8.86 6.76 6.60 | macmini (bots): { 71.38 76.58 70.70 }
-2026-10-17T14:40:28Z thinkpad: 8.74 6.98 6.68 | macmini (bots): { 71.25 76.12 70.74 }
-2026-10-17T14:40:58Z thinkpad: 7.99 6.96 6.68 | macmini (bots): { 70.49 75.51 70.71 }
-2026-10-17T14:41:28Z thinkpad: 7.64 7.01 6.70 | macmini (bots): { 68.93 74.58 70.56 }
-2026-10-17T14:41:59Z thinkpad: 6.57 6.84 6.66 | macmini (bots): { 68.35 73.75 70.39 }
-2026-10-17T14:42:29Z thinkpad: 5.83 6.62 6.59 | macmini (bots): { 63.57 72.20 69.95 }
-2026-10-17T14:42:59Z thinkpad: 7.40 6.91 6.69 | macmini (bots): { 56.77 69.69 69.12 }
-2026-10-17T14:43:29Z thinkpad: 9.07 7.37 6.85 | macmini (bots): { 49.53 66.71 68.06 }
-2026-10-17T14:44:00Z thinkpad: 9.39 7.63 6.96 | macmini (bots): { 43.53 63.68 66.91 }
-2026-10-17T14:44:30Z thinkpad: 9.16 7.73 7.01 | macmini (bots): { 41.12 61.23 65.92 }
-2026-10-17T14:45:00Z thinkpad: 7.96 7.57 6.98 | macmini (bots): { 40.62 59.23 65.03 }
-2026-10-17T14:45:30Z thinkpad: 6.34 7.24 6.89 | macmini (bots): { 38.17 56.80 63.94 }
-2026-10-17T14:46:01Z thinkpad: 6.39 7.18 6.88 | macmini (bots): { 40.35 55.54 63.24 }
-2026-10-17T14:46:31Z thinkpad: 5.63 6.95 6.82 | macmini (bots): { 48.66 56.25 63.24 }
-2026-10-17T14:47:01Z thinkpad: 4.73 6.60 6.70 | macmini (bots): { 46.68 55.20 62.62 }
-2026-10-17T14:47:31Z thinkpad: 9.18 7.55 7.02 | macmini (bots): { 41.45 53.19 61.64 }
-2026-10-17T14:48:01Z thinkpad: 10.40 8.02 7.19 | macmini (bots): { 40.76 51.87 60.87 }
-2026-10-17T14:48:32Z thinkpad: 8.24 7.73 7.12 | macmini (bots): { 44.46 51.67 60.48 }
-2026-10-17T14:49:02Z thinkpad: 9.60 8.09 7.26 | macmini (bots): { 38.75 49.66 59.45 }
-2026-10-17T14:49:32Z thinkpad: 8.90 8.10 7.29 | macmini (bots): { 34.93 47.72 58.41 }
-2026-10-17T14:50:02Z thinkpad: 11.17 8.66 7.50 | macmini (bots): { 35.70 46.68 57.66 }
-2026-10-17T14:50:33Z thinkpad: 12.06 9.19 7.72 | macmini (bots): { 43.94 47.43 57.54 }
-2026-10-17T14:51:03Z thinkpad: 12.50 9.49 7.87 | macmini (bots): { 40.76 46.36 56.80 }
-2026-10-17T14:51:33Z thinkpad: 10.35 9.24 7.83 | macmini (bots): { 44.81 46.69 56.55 }
-2026-10-17T14:52:03Z thinkpad: 9.32 9.09 7.83 | macmini (bots): { 54.94 48.97 57.04 }
-2026-10-17T14:52:34Z thinkpad: 7.07 8.58 7.70 | macmini (bots): { 54.59 49.54 56.92 }
-2026-10-17T14:53:04Z thinkpad: 5.33 8.01 7.54 | macmini (bots): { 67.48 53.27 58.02 }
-2026-10-17T14:53:34Z thinkpad: 7.22 8.20 7.62 | macmini (bots): { 57.82 52.33 57.52 }
-2026-10-17T14:54:04Z thinkpad: 9.69 8.73 7.81 | macmini (bots): { 46.67 50.20 56.57 }
-2026-10-17T14:54:35Z thinkpad: 9.14 8.66 7.82 | macmini (bots): { 49.88 50.61 56.49 }
-2026-10-17T14:55:05Z thinkpad: 9.75 8.87 7.91 | macmini (bots): { 46.88 49.95 56.06 }
-2026-10-17T14:55:35Z thinkpad: 8.51 8.67 7.88 | macmini (bots): { 42.90 48.80 55.43 }
-2026-10-17T14:56:06Z thinkpad: 8.46 8.62 7.89 | macmini (bots): { 49.23 49.72 55.53 }
-2026-10-17T14:56:36Z thinkpad: 6.19 8.07 7.73 | macmini (bots): { 54.41 50.86 55.74 }
-2026-10-17T14:57:06Z thinkpad: 4.69 7.53 7.56 | macmini (bots): { 60.26 52.69 56.24 }
-2026-10-17T14:57:36Z thinkpad: 3.21 6.90 7.35 | macmini (bots): { 67.66 55.21 57.03 }
-2026-10-17T14:58:06Z thinkpad: 1.94 6.24 7.11 | macmini (bots): { 75.73 58.41 58.13 }
-2026-10-17T14:58:37Z thinkpad: 1.18 5.64 6.89 | macmini (bots): { 74.69 59.90 58.68 }
-2026-10-17T14:59:07Z thinkpad: 0.78 5.12 6.67 | macmini (bots): { 77.10 61.82 59.42 }
-2026-10-17T14:59:37Z thinkpad: 0.88 4.72 6.49 | macmini (bots): { 87.05 65.59 60.86 }
-2026-10-17T15:00:07Z thinkpad: 0.53 4.27 6.28 | macmini (bots): { 78.18 65.51 60.99 }
-2026-10-17T15:00:38Z thinkpad: 0.38 3.88 6.09 | macmini (bots): { 79.38 67.00 61.69 }
-2026-10-17T15:01:08Z thinkpad: 1.50 3.80 5.99 | macmini (bots): { 78.36 67.86 62.18 }
-2026-10-17T15:01:38Z thinkpad: 2.97 3.93 5.95 | macmini (bots): { 74.18 67.90 62.39 }
-2026-10-17T15:02:08Z thinkpad: 2.61 3.77 5.83 | macmini (bots): { 68.63 67.00 62.25 }
-2026-10-17T15:02:39Z thinkpad: 2.10 3.55 5.69 | macmini (bots): { 69.84 67.50 62.60 }
-2026-10-17T15:03:09Z thinkpad: 1.44 3.25 5.53 | macmini (bots): { 67.10 67.06 62.61 }
-2026-10-17T15:03:39Z thinkpad: 1.39 3.08 5.40 | macmini (bots): { 60.83 65.50 62.19 }
-2026-10-17T15:04:09Z thinkpad: 1.28 2.88 5.26 | macmini (bots): { 75.40 68.61 63.46 }
-2026-10-17T15:04:40Z thinkpad: 2.30 2.99 5.22 | macmini (bots): { 106.08 76.54 66.50 }
-2026-10-17T15:05:10Z thinkpad: 2.65 3.02 5.15 | macmini (bots): { 111.96 81.09 68.52 }
-2026-10-17T15:05:40Z thinkpad: 2.41 2.92 5.05 | macmini (bots): { 104.19 82.08 69.31 }
-2026-10-17T15:06:10Z thinkpad: 2.71 2.95 4.99 | macmini (bots): { 116.20 87.04 71.54 }
-2026-10-17T15:06:40Z thinkpad: 2.51 2.87 4.90 | macmini (bots): { 136.68 94.24 74.66 }
-2026-10-17T15:07:11Z thinkpad: 3.68 3.11 4.91 | macmini (bots): { 132.76 97.43 76.50 }
-2026-10-17T15:07:41Z thinkpad: 3.77 3.19 4.88 | macmini (bots): { 132.73 100.97 78.51 }
-2026-10-17T15:08:11Z thinkpad: 3.00 3.06 4.79 | macmini (bots): { 116.92 100.33 79.07 }
-2026-10-17T15:08:41Z thinkpad: 2.40 2.91 4.68 | macmini (bots): { 109.83 100.07 79.70 }
-2026-10-17T15:09:12Z thinkpad: 2.18 2.81 4.59 | macmini (bots): { 113.21 101.71 81.00 }
-2026-10-17T15:09:42Z thinkpad: 1.67 2.62 4.47 | macmini (bots): { 131.87 107.11 83.66 }
-2026-10-17T15:10:12Z thinkpad: 1.90 2.58 4.39 | macmini (bots): { 133.45 109.92 85.49 }
-2026-10-17T15:10:42Z thinkpad: 4.00 3.02 4.48 | macmini (bots): { 130.14 111.67 86.99 }
-2026-10-17T15:11:13Z thinkpad: 4.77 3.32 4.54 | macmini (bots): { 118.78 110.28 87.32 }
-2026-10-17T15:11:43Z thinkpad: 3.86 3.24 4.47 | macmini (bots): { 124.01 112.36 88.87 }
-2026-10-17T15:12:13Z thinkpad: 3.61 3.26 4.44 | macmini (bots): { 122.21 112.94 89.88 }
-2026-10-17T15:12:43Z thinkpad: 3.12 3.17 4.36 | macmini (bots): { 111.62 111.10 90.00 }
-2026-10-17T15:13:14Z thinkpad: 3.07 3.14 4.31 | macmini (bots): { 122.97 113.95 91.77 }
-2026-10-17T15:13:44Z thinkpad: 3.33 3.20 4.30 | macmini (bots): { 102.64 109.89 91.07 }
-2026-10-17T15:14:14Z thinkpad: 2.85 3.10 4.23 | macmini (bots): { 94.46 107.15 90.72 }
-2026-10-17T15:14:44Z thinkpad: 2.66 3.03 4.17 | macmini (bots): { 94.94 106.07 90.90 }
-2026-10-17T15:15:14Z thinkpad: 2.54 2.96 4.11 | macmini (bots): { 94.52 104.93 91.01 }
-2026-10-17T15:15:45Z thinkpad: 3.20 3.08 4.11 | macmini (bots): { 84.00 101.47 90.25 }
-2026-10-17T15:16:15Z thinkpad: 5.56 3.61 4.25 | macmini (bots): { 83.16 99.76 90.02 }
-2026-10-17T15:16:45Z thinkpad: 5.66 3.84 4.30 | macmini (bots): { 69.71 94.66 88.56 }
-2026-10-17T15:17:15Z thinkpad: 5.04 3.90 4.31 | macmini (bots): { 59.31 89.78 87.00 }
-2026-10-17T15:17:46Z thinkpad: 4.29 3.87 4.29 | macmini (bots): { 58.57 86.47 85.89 }
-2026-10-17T15:18:16Z thinkpad: 4.16 3.91 4.29 | macmini (bots): { 56.43 83.29 84.75 }
-2026-10-17T15:18:46Z thinkpad: 2.80 3.60 4.18 | macmini (bots): { 50.60 79.22 83.22 }
-2026-10-17T15:19:16Z thinkpad: 1.85 3.28 4.05 | macmini (bots): { 54.97 77.50 82.46 }
-2026-10-17T15:19:47Z thinkpad: 1.82 3.14 3.98 | macmini (bots): { 56.82 75.80 81.67 }
-2026-10-17T15:20:17Z thinkpad: 2.19 3.10 3.94 | macmini (bots): { 59.30 74.46 80.97 }
-2026-10-17T15:20:47Z thinkpad: 4.44 3.54 4.06 | macmini (bots): { 55.22 72.11 79.90 }
-2026-10-17T15:21:17Z thinkpad: 5.99 4.03 4.21 | macmini (bots): { 49.41 69.01 78.50 }
-2026-10-17T15:21:48Z thinkpad: 4.85 3.95 4.18 | macmini (bots): { 46.89 66.58 77.29 }
-2026-10-17T15:22:18Z thinkpad: 4.31 3.92 4.16 | macmini (bots): { 45.13 64.31 76.10 }
-2026-10-17T15:22:48Z thinkpad: 4.28 3.95 4.16 | macmini (bots): { 51.82 63.98 75.56 }
-2026-10-17T15:23:18Z thinkpad: 4.75 4.11 4.21 | macmini (bots): { 50.35 62.51 74.63 }
-2026-10-17T15:23:48Z thinkpad: 4.08 4.02 4.17 | macmini (bots): { 44.62 60.01 73.31 }
-2026-10-17T15:24:19Z thinkpad: 3.93 4.00 4.16 | macmini (bots): { 46.02 58.72 72.37 }
-2026-10-17T15:24:49Z thinkpad: 3.67 3.92 4.13 | macmini (bots): { 47.23 57.90 71.60 }
-2026-10-17T15:25:19Z thinkpad: 2.79 3.68 4.04 | macmini (bots): { 50.80 57.78 71.09 }
-2026-10-17T15:25:49Z thinkpad: 2.79 3.58 3.99 | macmini (bots): { 47.66 56.35 70.11 }
-2026-10-17T15:26:19Z thinkpad: 5.04 3.97 4.11 | macmini (bots): { 45.15 54.84 69.08 }
-2026-10-17T15:26:50Z thinkpad: 8.46 4.86 4.40 | macmini (bots): { 43.59 53.51 68.10 }
-2026-10-17T15:27:20Z thinkpad: 6.84 4.81 4.39 | macmini (bots): { 42.38 52.39 67.19 }
-2026-10-17T15:27:50Z thinkpad: 8.24 5.33 4.58 | macmini (bots): { 49.87 53.02 66.82 }
-2026-10-17T15:28:21Z thinkpad: 7.11 5.34 4.61 | macmini (bots): { 61.30 55.60 67.28 }
-2026-10-17T15:28:51Z thinkpad: 6.11 5.27 4.61 | macmini (bots): { 67.60 57.74 67.66 }
-2026-10-17T15:29:21Z thinkpad: 5.33 5.17 4.59 | macmini (bots): { 63.72 57.79 67.33 }
-2026-10-17T15:29:51Z thinkpad: 3.57 4.75 4.47 | macmini (bots): { 60.80 57.62 66.94 }
-2026-10-17T15:30:22Z thinkpad: 4.74 4.88 4.52 | macmini (bots): { 59.69 57.64 66.62 }
-2026-10-17T15:30:52Z thinkpad: 3.44 4.54 4.42 | macmini (bots): { 66.89 59.49 66.97 }
-2026-10-17T15:31:22Z thinkpad: 4.57 4.69 4.47 | macmini (bots): { 83.43 64.16 68.40 }
-2026-10-17T15:31:52Z thinkpad: 7.17 5.30 4.68 | macmini (bots): { 77.62 64.77 68.49 }
-2026-10-17T15:32:23Z thinkpad: 8.55 5.82 4.88 | macmini (bots): { 74.20 65.09 68.47 }
-2026-10-17T15:32:53Z thinkpad: 7.49 5.85 4.92 | macmini (bots): { 82.07 67.70 69.29 }
-2026-10-17T15:33:23Z thinkpad: 5.65 5.59 4.86 | macmini (bots): { 79.44 68.47 69.51 }
-2026-10-17T15:33:54Z thinkpad: 5.73 5.64 4.91 | macmini (bots): { 78.94 69.26 69.76 }
-2026-10-17T15:34:24Z thinkpad: 6.84 5.92 5.02 | macmini (bots): { 76.33 69.71 69.91 }
-2026-10-17T15:34:54Z thinkpad: 5.11 5.59 4.94 | macmini (bots): { 86.09 72.63 70.95 }
-2026-10-17T15:35:24Z thinkpad: 6.68 5.93 5.08 | macmini (bots): { 72.77 70.70 70.31 }
-2026-10-17T15:35:55Z thinkpad: 5.75 5.75 5.04 | macmini (bots): { 71.50 70.49 70.24 }
-2026-10-17T15:36:25Z thinkpad: 4.31 5.41 4.95 | macmini (bots): { 80.75 72.67 71.03 }
-2026-10-17T15:36:55Z thinkpad: 3.15 5.02 4.83 | macmini (bots): { 89.83 75.59 72.14 }

benchmarks/server-2026-10-17/earlier-002f14ce/walk-explore.json

@@ -1,695 +0,0 @@
-{
-  "kind": "horizon-server-benchmark",
-  "date": "2026-10-17T14:56:24+00:00",
-  "machine": {
-    "system": "Linux",
-    "machine": "x86_64",
-    "cpus": 4
-  },
-  "commit": "a9ee56a8b143999c9bc7056850ffcd622a9214aa",
-  "java": [
-    "openjdk 25.0.4.1 2026-08-18"
-  ],
-  "settings": {
-    "servers": "horizon,vanilla",
-    "bots": "1,10,25,50,100",
-    "behaviour": "walk,explore",
-    "join_every": 1.0,
-    "warmup": 60,
-    "seconds": 180,
-    "seed": 12345,
-    "explore_speed": 0,
-    "gamerule": "",
-    "heap": "4g",
-    "out": "/home/ludovic/code/horizon/.claude/worktrees/server-host-4/.local/bench-out/walk-explore.json",
-    "nice": 19,
-    "bots_via": "ssh macmini",
-    "bots_bin": "/Users/ludovicmarie/code/horizon/.claude/worktrees/server-host-4/target/release/horizon-bots",
-    "connect": "<server address>",
-    "properties": {
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-    }
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-}

benchmarks/server-2026-10-17/explore-equal-rate.json

@@ -1,341 +0,0 @@
-{
-  "kind": "horizon-server-benchmark",
-  "date": "2026-10-17T18:12:19+00:00",
-  "machine": {
-    "system": "Linux",
-    "machine": "x86_64",
-    "cpus": 4
-  },
-  "commit": "7bbbf6e97fb53683eae0a01ce2c134e53cb649a7",
-  "java": [
-    "openjdk 25.0.4.1 2026-08-18"
-  ],
-  "settings": {
-    "servers": "horizon,vanilla",
-    "bots": "1,10,25,50",
-    "behaviour": "explore",
-    "join_every": 1.0,
-    "warmup": 60,
-    "seconds": 180,
-    "seed": 12345,
-    "explore_speed": 0.8,
-    "gamerule": "",
-    "heap": "4g",
-    "out": "/home/ludovic/code/horizon/.claude/worktrees/server-host-4/.local/bench-out/explore-equal-rate.json",
-    "nice": 19,
-    "bots_via": "ssh macmini",
-    "bots_bin": "/Users/ludovicmarie/code/horizon/.claude/worktrees/server-host-4/target/release/horizon-bots",
-    "connect": "<server address>",
-    "properties": {
-      "level-seed": "12345",
-      "view-distance": "10",
-      "simulation-distance": "10",
-      "online-mode": "false",
-      "white-list": "false",
-      "gamemode": "creative",
-      "force-gamemode": "true",
-      "spawn-protection": "0",
-      "max-players": "200",
-      "difficulty": "easy",
-      "sync-chunk-writes": "true"
-    }
-  },
-  "runs": [
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-        "p99": 12.17
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-        "p99": 66.64
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-      "chunks_per_bot": {
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-        "p99": 46.73
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-        "p99": 67.23
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-  ]
-}

benchmarks/server-2026-10-17/load.txt

@@ -1,279 +0,0 @@
-2026-10-17T15:51:54Z thinkpad: 1.30 2.47 3.85 | macmini (bots): { 67.44 76.34 77.44 }
-2026-10-17T15:52:25Z thinkpad: 2.07 2.54 3.83 | macmini (bots): { 64.78 74.76 76.82 }
-2026-10-17T15:52:55Z thinkpad: 2.08 2.51 3.78 | macmini (bots): { 62.50 73.29 76.22 }
-2026-10-17T15:53:25Z thinkpad: 1.46 2.31 3.67 | macmini (bots): { 63.70 72.67 75.90 }
-2026-10-17T15:53:55Z thinkpad: 1.12 2.15 3.58 | macmini (bots): { 69.06 73.27 76.01 }
-2026-10-17T15:54:26Z thinkpad: 1.34 2.09 3.51 | macmini (bots): { 72.55 73.63 76.04 }
-2026-10-17T15:54:56Z thinkpad: 1.11 1.97 3.42 | macmini (bots): { 77.53 74.77 76.37 }
-2026-10-17T15:55:26Z thinkpad: 1.02 1.87 3.34 | macmini (bots): { 77.61 74.90 76.36 }
-2026-10-17T15:55:56Z thinkpad: 1.09 1.81 3.27 | macmini (bots): { 71.56 73.69 75.86 }
-2026-10-17T15:56:26Z thinkpad: 2.23 1.99 3.29 | macmini (bots): { 65.21 71.93 75.15 }
-2026-10-17T15:56:57Z thinkpad: 2.60 2.12 3.29 | macmini (bots): { 58.16 69.40 74.10 }
-2026-10-17T15:57:27Z thinkpad: 2.57 2.18 3.27 | macmini (bots): { 57.54 68.26 73.52 }
-2026-10-17T15:57:57Z thinkpad: 2.37 2.17 3.23 | macmini (bots): { 56.15 66.85 72.83 }
-2026-10-17T15:58:27Z thinkpad: 1.90 2.08 3.17 | macmini (bots): { 59.28 66.57 72.52 }
-2026-10-17T15:58:58Z thinkpad: 1.71 2.02 3.11 | macmini (bots): { 55.64 64.94 71.72 }
-2026-10-17T15:59:28Z thinkpad: 1.66 1.97 3.06 | macmini (bots): { 66.06 66.49 72.04 }
-2026-10-17T15:59:58Z thinkpad: 1.18 1.83 2.98 | macmini (bots): { 78.15 69.43 72.92 }
-2026-10-17T16:00:28Z thinkpad: 0.83 1.68 2.89 | macmini (bots): { 70.77 68.57 72.49 }
-2026-10-17T16:00:58Z thinkpad: 1.27 1.70 2.86 | macmini (bots): { 71.95 68.97 72.49 }
-2026-10-17T16:01:29Z thinkpad: 1.85 1.79 2.85 | macmini (bots): { 83.43 72.22 73.56 }
-2026-10-17T16:01:59Z thinkpad: 2.51 1.95 2.86 | macmini (bots): { 70.49 70.18 72.77 }
-2026-10-17T16:02:29Z thinkpad: 1.98 1.87 2.81 | macmini (bots): { 64.00 68.64 72.12 }
-2026-10-17T16:02:59Z thinkpad: 1.77 1.84 2.77 | macmini (bots): { 59.65 67.09 71.44 }
-2026-10-17T16:03:30Z thinkpad: 4.04 2.35 2.91 | macmini (bots): { 62.67 67.15 71.31 }
-2026-10-17T16:04:00Z thinkpad: 4.94 2.72 3.01 | macmini (bots): { 67.63 67.82 71.40 }
-2026-10-17T16:04:30Z thinkpad: 4.22 2.78 3.02 | macmini (bots): { 70.41 68.39 71.48 }
-2026-10-17T16:05:00Z thinkpad: 3.81 2.80 3.02 | macmini (bots): { 66.59 67.83 71.18 }
-2026-10-17T16:05:31Z thinkpad: 3.20 2.75 3.00 | macmini (bots): { 72.53 69.01 71.48 }
-2026-10-17T16:06:01Z thinkpad: 4.22 3.04 3.08 | macmini (bots): { 71.30 69.27 71.50 }
-2026-10-17T16:06:31Z thinkpad: 5.43 3.47 3.23 | macmini (bots): { 68.37 68.63 71.19 }
-2026-10-17T16:07:01Z thinkpad: 4.35 3.42 3.22 | macmini (bots): { 60.20 66.68 70.39 }
-2026-10-17T16:07:31Z thinkpad: 3.47 3.31 3.19 | macmini (bots): { 58.03 65.51 69.84 }
-2026-10-17T16:08:02Z thinkpad: 2.30 3.04 3.11 | macmini (bots): { 59.05 65.13 69.55 }
-2026-10-17T16:08:32Z thinkpad: 1.88 2.86 3.04 | macmini (bots): { 51.77 62.75 68.53 }
-2026-10-17T16:09:02Z thinkpad: 1.38 2.65 2.97 | macmini (bots): { 49.05 61.01 67.70 }
-2026-10-17T16:09:32Z thinkpad: 3.10 2.95 3.06 | macmini (bots): { 48.91 59.82 67.03 }
-2026-10-17T16:10:02Z thinkpad: 2.91 2.91 3.04 | macmini (bots): { 47.56 58.44 66.25 }
-2026-10-17T16:10:33Z thinkpad: 2.58 2.83 3.01 | macmini (bots): { 49.23 57.69 65.70 }
-2026-10-17T16:11:03Z thinkpad: 8.38 4.15 3.44 | macmini (bots): { 44.16 55.72 64.71 }
-2026-10-17T16:11:33Z thinkpad: 9.94 4.92 3.72 | macmini (bots): { 44.50 54.71 64.03 }
-2026-10-17T16:12:03Z thinkpad: 10.08 5.42 3.92 | macmini (bots): { 42.15 53.21 63.17 }
-2026-10-17T16:12:33Z thinkpad: 6.79 5.06 3.85 | macmini (bots): { 36.13 50.73 61.92 }
-2026-10-17T16:13:04Z thinkpad: 4.61 4.72 3.77 | macmini (bots): { 41.28 50.64 61.51 }
-2026-10-17T16:13:34Z thinkpad: 3.81 4.50 3.73 | macmini (bots): { 42.92 50.15 60.95 }
-2026-10-17T16:14:04Z thinkpad: 3.39 4.35 3.71 | macmini (bots): { 41.56 49.16 60.22 }
-2026-10-17T16:14:35Z thinkpad: 7.53 5.17 4.00 | macmini (bots): { 47.48 49.82 60.07 }
-2026-10-17T16:15:05Z thinkpad: 9.73 6.01 4.32 | macmini (bots): { 51.43 50.41 59.92 }
-2026-10-17T16:15:35Z thinkpad: 8.07 5.94 4.35 | macmini (bots): { 69.31 54.81 61.18 }
-2026-10-17T16:16:05Z thinkpad: 9.27 6.45 4.57 | macmini (bots): { 71.85 56.92 61.73 }
-2026-10-17T16:16:35Z thinkpad: 8.69 6.59 4.68 | macmini (bots): { 64.77 56.72 61.50 }
-2026-10-17T16:17:06Z thinkpad: 6.11 6.17 4.60 | macmini (bots): { 57.92 55.86 61.02 }
-2026-10-17T16:17:36Z thinkpad: 6.79 6.33 4.70 | macmini (bots): { 51.44 54.51 60.36 }
-2026-10-17T16:18:06Z thinkpad: 5.16 5.99 4.64 | macmini (bots): { 51.33 54.23 60.05 }
-2026-10-17T16:18:36Z thinkpad: 5.30 5.93 4.66 | macmini (bots): { 55.22 54.87 60.08 }
-2026-10-17T16:19:07Z thinkpad: 4.78 5.72 4.63 | macmini (bots): { 51.62 53.94 59.56 }
-2026-10-17T16:19:37Z thinkpad: 5.25 5.78 4.69 | macmini (bots): { 48.77 53.04 59.04 }
-2026-10-17T16:20:07Z thinkpad: 4.63 5.60 4.67 | macmini (bots): { 54.59 53.92 59.14 }
-2026-10-17T16:20:37Z thinkpad: 5.46 5.67 4.72 | macmini (bots): { 59.07 55.03 59.36 }
-2026-10-17T16:21:07Z thinkpad: 8.07 6.19 4.91 | macmini (bots): { 52.53 53.83 58.77 }
-2026-10-17T16:21:38Z thinkpad: 15.01 8.05 5.57 | macmini (bots): { 48.85 52.78 58.19 }
-2026-10-17T16:22:08Z thinkpad: 19.08 9.69 6.20 | macmini (bots): { 54.73 53.61 58.29 }
-2026-10-17T16:22:39Z thinkpad: 27.72 12.63 7.29 | macmini (bots): { 54.23 53.61 58.13 }
-2026-10-17T16:23:09Z thinkpad: 23.10 12.88 7.53 | macmini (bots): { 51.63 53.06 57.77 }
-2026-10-17T16:23:39Z thinkpad: 20.51 13.53 7.96 | macmini (bots): { 45.29 51.38 57.00 }
-2026-10-17T16:24:10Z thinkpad: 12.70 12.30 7.72 | macmini (bots): { 45.61 50.91 56.63 }
-2026-10-17T16:24:40Z thinkpad: 8.67 11.35 7.55 | macmini (bots): { 45.18 50.35 56.23 }
-2026-10-17T16:25:10Z thinkpad: 6.35 10.53 7.40 | macmini (bots): { 41.10 48.88 55.50 }
-2026-10-17T16:25:40Z thinkpad: 6.26 10.16 7.38 | macmini (bots): { 49.86 50.24 55.76 }
-2026-10-17T16:26:11Z thinkpad: 7.71 10.11 7.45 | macmini (bots): { 53.93 51.11 55.88 }
-2026-10-17T16:26:41Z thinkpad: 9.50 10.32 7.61 | macmini (bots): { 47.61 49.86 55.26 }
-2026-10-17T16:27:11Z thinkpad: 10.26 10.39 7.72 | macmini (bots): { 46.43 49.36 54.89 }
-2026-10-17T16:27:42Z thinkpad: 10.61 10.48 7.83 | macmini (bots): { 48.88 49.66 54.80 }
-2026-10-17T16:28:12Z thinkpad: 10.39 10.45 7.91 | macmini (bots): { 58.42 51.74 55.37 }
-2026-10-17T16:28:42Z thinkpad: 10.36 10.44 7.99 | macmini (bots): { 59.59 52.67 55.58 }
-2026-10-17T16:29:13Z thinkpad: 9.63 10.25 8.00 | macmini (bots): { 55.30 52.38 55.38 }
-2026-10-17T16:29:43Z thinkpad: 10.33 10.37 8.12 | macmini (bots): { 57.79 53.13 55.52 }
-2026-10-17T16:30:13Z thinkpad: 9.68 10.18 8.12 | macmini (bots): { 57.83 53.60 55.61 }
-2026-10-17T16:30:43Z thinkpad: 9.72 10.17 8.19 | macmini (bots): { 78.94 59.18 57.56 }
-2026-10-17T16:31:14Z thinkpad: 6.60 9.36 7.98 | macmini (bots): { 87.29 62.98 58.99 }
-2026-10-17T16:31:44Z thinkpad: 6.77 9.08 7.93 | macmini (bots): { 81.82 64.16 59.57 }
-2026-10-17T16:32:14Z thinkpad: 13.15 10.41 8.41 | macmini (bots): { 81.20 65.92 60.37 }
-2026-10-17T16:32:45Z thinkpad: 27.80 14.12 9.71 | macmini (bots): { 75.41 66.22 60.69 }
-2026-10-17T16:33:15Z thinkpad: 44.59 19.25 11.54 | macmini (bots): { 66.92 65.08 60.47 }
-2026-10-17T16:33:46Z thinkpad: 44.87 21.89 12.67 | macmini (bots): { 61.47 63.94 60.22 }
-2026-10-17T16:34:16Z thinkpad: 38.98 22.67 13.23 | macmini (bots): { 62.13 63.78 60.28 }
-2026-10-17T16:34:47Z thinkpad: 47.64 26.08 14.65 | macmini (bots): { 81.23 68.06 61.94 }
-2026-10-17T16:35:17Z thinkpad: 47.83 28.02 15.65 | macmini (bots): { 116.14 78.43 65.98 }
-2026-10-17T16:35:48Z thinkpad: 40.43 28.18 16.10 | macmini (bots): { 125.61 84.41 68.58 }
-2026-10-17T16:36:19Z thinkpad: 41.34 29.71 17.00 | macmini (bots): { 143.61 92.86 72.20 }
-2026-10-17T16:36:49Z thinkpad: 34.40 29.19 17.29 | macmini (bots): { 156.05 100.88 75.83 }
-2026-10-17T16:37:20Z thinkpad: 25.34 27.65 17.17 | macmini (bots): { 151.90 105.26 78.29 }
-2026-10-17T16:37:50Z thinkpad: 18.36 25.71 16.85 | macmini (bots): { 141.10 107.25 79.96 }
-2026-10-17T16:38:20Z thinkpad: 16.19 24.47 16.72 | macmini (bots): { 131.21 107.92 81.13 }
-2026-10-17T16:38:51Z thinkpad: 13.36 23.00 16.48 | macmini (bots): { 122.08 107.78 82.00 }
-2026-10-17T16:39:21Z thinkpad: 11.27 21.57 16.21 | macmini (bots): { 107.07 105.50 82.07 }
-2026-10-17T16:39:51Z thinkpad: 11.19 20.56 16.04 | macmini (bots): { 96.38 103.12 82.02 }
-2026-10-17T16:40:22Z thinkpad: 10.06 19.37 15.79 | macmini (bots): { 89.06 100.79 81.91 }
-2026-10-17T16:40:52Z thinkpad: 7.38 17.86 15.40 | macmini (bots): { 79.35 97.41 81.34 }
-2026-10-17T16:41:23Z thinkpad: 6.18 16.57 15.05 | macmini (bots): { 81.70 96.20 81.46 }
-2026-10-17T16:41:53Z thinkpad: 5.56 15.44 14.72 | macmini (bots): { 86.51 95.88 81.84 }
-2026-10-17T16:42:23Z thinkpad: 4.90 14.33 14.37 | macmini (bots): { 99.20 97.69 83.05 }
-2026-10-17T16:42:53Z thinkpad: 5.01 13.47 14.08 | macmini (bots): { 116.29 101.87 85.07 }
-2026-10-17T16:43:24Z thinkpad: 4.34 12.50 13.74 | macmini (bots): { 131.32 106.77 87.42 }
-2026-10-17T16:43:54Z thinkpad: 4.08 11.65 13.42 | macmini (bots): { 155.44 114.77 90.98 }
-2026-10-17T16:44:24Z thinkpad: 4.00 10.90 13.11 | macmini (bots): { 167.86 121.62 94.28 }
-2026-10-17T16:44:54Z thinkpad: 3.98 10.13 12.77 | macmini (bots): { 160.36 124.31 96.20 }
-2026-10-17T16:45:25Z thinkpad: 4.20 9.59 12.50 | macmini (bots): { 163.23 128.59 98.74 }
-2026-10-17T16:45:55Z thinkpad: 4.54 9.15 12.27 | macmini (bots): { 169.93 133.73 101.65 }
-2026-10-17T16:46:25Z thinkpad: 4.44 8.69 12.01 | macmini (bots): { 162.40 135.22 103.29 }
-2026-10-17T16:46:55Z thinkpad: 4.06 8.20 11.74 | macmini (bots): { 164.16 138.31 105.52 }
-2026-10-17T16:47:26Z thinkpad: 3.96 7.78 11.49 | macmini (bots): { 157.92 139.31 107.02 }
-2026-10-17T16:47:56Z thinkpad: 3.71 7.35 11.23 | macmini (bots): { 155.72 140.55 108.59 }
-2026-10-17T16:48:26Z thinkpad: 4.93 7.32 11.09 | macmini (bots): { 153.39 141.52 110.05 }
-2026-10-17T16:48:56Z thinkpad: 4.61 7.03 10.88 | macmini (bots): { 137.54 138.87 110.18 }
-2026-10-17T16:49:27Z thinkpad: 4.01 6.65 10.63 | macmini (bots): { 136.53 138.36 110.98 }
-2026-10-17T16:49:57Z thinkpad: 3.19 6.19 10.35 | macmini (bots): { 141.12 139.18 112.22 }
-2026-10-17T16:50:27Z thinkpad: 5.31 6.43 10.30 | macmini (bots): { 122.76 135.27 111.75 }
-2026-10-17T16:50:57Z thinkpad: 5.95 6.48 10.19 | macmini (bots): { 114.26 132.02 111.39 }
-2026-10-17T16:51:28Z thinkpad: 5.76 6.41 10.05 | macmini (bots): { 116.04 130.87 111.69 }
-2026-10-17T16:51:58Z thinkpad: 5.11 6.18 9.86 | macmini (bots): { 115.06 129.17 111.74 }
-2026-10-17T16:52:28Z thinkpad: 5.09 6.07 9.70 | macmini (bots): { 109.91 126.59 111.41 }
-2026-10-17T16:52:58Z thinkpad: 4.74 5.90 9.53 | macmini (bots): { 101.90 123.11 110.67 }
-2026-10-17T16:53:29Z thinkpad: 4.89 5.84 9.39 | macmini (bots): { 83.29 116.38 108.74 }
-2026-10-17T16:53:59Z thinkpad: 5.10 5.82 9.27 | macmini (bots): { 119.16 122.10 111.09 }
-2026-10-17T16:54:29Z thinkpad: 4.57 5.67 9.10 | macmini (bots): { 114.87 120.76 110.98 }
-2026-10-17T16:55:00Z thinkpad: 4.74 5.58 8.96 | macmini (bots): { 129.84 123.74 112.39 }
-2026-10-17T16:55:30Z thinkpad: 6.40 5.90 8.96 | macmini (bots): { 100.10 117.29 110.46 }
-2026-10-17T16:56:00Z thinkpad: 6.96 6.08 8.92 | macmini (bots): { 80.18 110.75 108.32 }
-2026-10-17T16:56:30Z thinkpad: 6.07 5.95 8.79 | macmini (bots): { 74.41 106.39 106.82 }
-2026-10-17T16:57:01Z thinkpad: 6.63 6.13 8.75 | macmini (bots): { 81.71 104.99 106.29 }
-2026-10-17T16:57:31Z thinkpad: 6.39 6.14 8.68 | macmini (bots): { 101.10 107.55 107.18 }
-2026-10-17T16:58:01Z thinkpad: 6.32 6.16 8.60 | macmini (bots): { 94.45 105.66 106.52 }
-2026-10-17T16:58:31Z thinkpad: 5.19 5.90 8.44 | macmini (bots): { 78.76 100.83 104.75 }
-2026-10-17T16:59:02Z thinkpad: 5.24 5.83 8.33 | macmini (bots): { 78.19 98.42 103.73 }
-2026-10-17T16:59:32Z thinkpad: 3.95 5.48 8.13 | macmini (bots): { 77.57 96.42 102.82 }
-2026-10-17T17:00:02Z thinkpad: 3.12 5.13 7.93 | macmini (bots): { 85.23 96.29 102.54 }
-2026-10-17T17:00:32Z thinkpad: 3.17 4.93 7.77 | macmini (bots): { 99.84 99.07 103.35 }
-2026-10-17T17:01:02Z thinkpad: 6.09 5.50 7.88 | macmini (bots): { 80.56 94.49 101.54 }
-2026-10-17T17:01:33Z thinkpad: 9.23 6.29 8.06 | macmini (bots): { 79.70 93.03 100.77 }
-2026-10-17T17:02:03Z thinkpad: 9.09 6.54 8.09 | macmini (bots): { 76.63 90.94 99.74 }
-2026-10-17T17:02:33Z thinkpad: 7.86 6.52 8.04 | macmini (bots): { 93.08 93.50 100.36 }
-2026-10-17T17:03:03Z thinkpad: 7.81 6.67 8.04 | macmini (bots): { 83.14 91.09 99.25 }
-2026-10-17T17:03:34Z thinkpad: 6.69 6.51 7.94 | macmini (bots): { 79.37 89.64 98.45 }
-2026-10-17T17:04:04Z thinkpad: 5.63 6.27 7.81 | macmini (bots): { 73.68 87.23 97.27 }
-2026-10-17T17:04:34Z thinkpad: 5.75 6.21 7.75 | macmini (bots): { 75.89 86.23 96.54 }
-2026-10-17T17:05:04Z thinkpad: 5.05 6.01 7.63 | macmini (bots): { 79.29 86.13 96.10 }
-2026-10-17T17:05:35Z thinkpad: 3.88 5.62 7.44 | macmini (bots): { 76.07 84.79 95.28 }
-2026-10-17T17:06:05Z thinkpad: 6.47 6.07 7.53 | macmini (bots): { 70.59 82.62 94.13 }
-2026-10-17T17:06:35Z thinkpad: 8.20 6.53 7.63 | macmini (bots): { 69.09 81.18 93.21 }
-2026-10-17T17:07:05Z thinkpad: 7.59 6.54 7.60 | macmini (bots): { 77.55 82.11 93.13 }
-2026-10-17T17:07:36Z thinkpad: 6.93 6.49 7.55 | macmini (bots): { 84.23 83.41 93.22 }
-2026-10-17T17:08:06Z thinkpad: 7.21 6.61 7.56 | macmini (bots): { 84.31 83.68 92.99 }
-2026-10-17T17:08:36Z thinkpad: 6.73 6.57 7.51 | macmini (bots): { 81.04 82.99 92.42 }
-2026-10-17T17:09:06Z thinkpad: 6.12 6.43 7.44 | macmini (bots): { 86.55 83.77 92.35 }
-2026-10-17T17:09:36Z thinkpad: 6.77 6.58 7.46 | macmini (bots): { 95.19 86.31 92.99 }
-2026-10-17T17:10:07Z thinkpad: 7.13 6.68 7.46 | macmini (bots): { 111.30 91.11 94.50 }
-2026-10-17T17:10:37Z thinkpad: 5.09 6.23 7.29 | macmini (bots): { 118.51 95.17 95.87 }
-2026-10-17T17:11:07Z thinkpad: 4.00 5.86 7.13 | macmini (bots): { 121.12 98.01 96.88 }
-2026-10-17T17:11:38Z thinkpad: 3.50 5.57 6.99 | macmini (bots): { 109.57 97.67 96.81 }
-2026-10-17T17:12:08Z thinkpad: 2.92 5.22 6.83 | macmini (bots): { 108.43 98.44 97.11 }
-2026-10-17T17:12:38Z thinkpad: 3.42 5.12 6.74 | macmini (bots): { 101.61 97.86 96.95 }
-2026-10-17T17:13:09Z thinkpad: 5.64 5.51 6.82 | macmini (bots): { 101.66 98.17 97.09 }
-2026-10-17T17:13:39Z thinkpad: 7.06 5.89 6.91 | macmini (bots): { 88.43 95.36 96.11 }
-2026-10-17T17:14:09Z thinkpad: 7.61 6.13 6.96 | macmini (bots): { 79.03 92.54 95.07 }
-2026-10-17T17:14:39Z thinkpad: 9.06 6.68 7.12 | macmini (bots): { 92.55 94.57 95.72 }
-2026-10-17T17:15:10Z thinkpad: 9.81 7.06 7.22 | macmini (bots): { 93.71 94.49 95.64 }
-2026-10-17T17:15:40Z thinkpad: 9.98 7.41 7.34 | macmini (bots): { 92.26 93.86 95.35 }
-2026-10-17T17:16:10Z thinkpad: 7.60 7.08 7.23 | macmini (bots): { 88.61 92.91 94.96 }
-2026-10-17T17:16:40Z thinkpad: 6.81 6.93 7.17 | macmini (bots): { 96.96 94.47 95.45 }
-2026-10-17T17:17:11Z thinkpad: 6.31 6.81 7.12 | macmini (bots): { 102.92 96.14 96.02 }
-2026-10-17T17:17:41Z thinkpad: 4.81 6.38 6.97 | macmini (bots): { 91.20 94.16 95.32 }
-2026-10-17T17:18:11Z thinkpad: 7.36 6.81 7.09 | macmini (bots): { 93.60 94.31 95.32 }
-2026-10-17T17:18:41Z thinkpad: 9.42 7.38 7.27 | macmini (bots): { 90.86 93.57 95.02 }
-2026-10-17T17:19:11Z thinkpad: 9.95 7.72 7.39 | macmini (bots): { 88.94 92.94 94.75 }
-2026-10-17T17:19:42Z thinkpad: 9.51 7.85 7.45 | macmini (bots): { 94.97 93.93 95.03 }
-2026-10-17T17:20:12Z thinkpad: 8.97 7.90 7.48 | macmini (bots): { 80.46 90.39 93.71 }
-2026-10-17T17:20:42Z thinkpad: 7.56 7.65 7.41 | macmini (bots): { 74.38 87.95 92.71 }
-2026-10-17T17:21:12Z thinkpad: 6.39 7.36 7.32 | macmini (bots): { 77.48 87.26 92.28 }
-2026-10-17T17:21:43Z thinkpad: 5.21 6.98 7.19 | macmini (bots): { 82.05 87.48 92.19 }
-2026-10-17T17:22:13Z thinkpad: 3.87 6.49 7.02 | macmini (bots): { 88.15 88.45 92.38 }
-2026-10-17T17:22:43Z thinkpad: 3.86 6.22 6.91 | macmini (bots): { 100.23 91.12 93.19 }
-2026-10-17T17:23:13Z thinkpad: 8.32 7.05 7.16 | macmini (bots): { 84.55 88.39 92.15 }
-2026-10-17T17:23:43Z thinkpad: 13.84 8.37 7.59 | macmini (bots): { 73.74 85.38 90.92 }
-2026-10-17T17:24:14Z thinkpad: 21.02 10.71 8.40 | macmini (bots): { 71.36 83.72 90.13 }
-2026-10-17T17:24:44Z thinkpad: 20.73 11.82 8.85 | macmini (bots): { 82.27 85.04 90.38 }
-2026-10-17T17:25:14Z thinkpad: 16.80 11.77 8.94 | macmini (bots): { 78.63 83.92 89.78 }
-2026-10-17T17:25:44Z thinkpad: 14.62 11.68 8.99 | macmini (bots): { 82.33 84.06 89.61 }
-2026-10-17T17:26:15Z thinkpad: 14.51 11.94 9.17 | macmini (bots): { 74.13 81.89 88.63 }
-2026-10-17T17:26:45Z thinkpad: 12.48 11.74 9.20 | macmini (bots): { 75.65 81.46 88.24 }
-2026-10-17T17:27:15Z thinkpad: 15.24 12.56 9.56 | macmini (bots): { 71.35 79.78 87.35 }
-2026-10-17T17:27:45Z thinkpad: 15.70 12.87 9.76 | macmini (bots): { 68.21 78.17 86.51 }
-2026-10-17T17:28:16Z thinkpad: 12.80 12.47 9.72 | macmini (bots): { 79.74 80.10 86.92 }
-2026-10-17T17:28:46Z thinkpad: 9.05 11.58 9.51 | macmini (bots): { 101.01 85.27 88.56 }
-2026-10-17T17:29:16Z thinkpad: 9.38 11.41 9.53 | macmini (bots): { 93.76 85.18 88.43 }
-2026-10-17T17:29:46Z thinkpad: 11.08 11.62 9.65 | macmini (bots): { 74.91 81.56 87.01 }
-2026-10-17T17:30:17Z thinkpad: 10.98 11.53 9.69 | macmini (bots): { 61.10 77.50 85.34 }
-2026-10-17T17:30:47Z thinkpad: 9.83 11.21 9.64 | macmini (bots): { 51.19 73.56 83.64 }
-2026-10-17T17:31:18Z thinkpad: 9.65 11.03 9.63 | macmini (bots): { 49.64 71.03 82.37 }
-2026-10-17T17:31:48Z thinkpad: 7.22 10.33 9.44 | macmini (bots): { 53.62 69.90 81.56 }
-2026-10-17T17:32:18Z thinkpad: 5.79 9.68 9.25 | macmini (bots): { 61.07 70.36 81.34 }
-2026-10-17T17:32:48Z thinkpad: 3.70 8.80 8.97 | macmini (bots): { 60.39 69.24 80.55 }
-2026-10-17T17:33:19Z thinkpad: 2.72 8.08 8.73 | macmini (bots): { 57.06 67.51 79.53 }
-2026-10-17T17:33:49Z thinkpad: 1.97 7.37 8.47 | macmini (bots): { 65.72 68.41 79.42 }
-2026-10-17T17:34:19Z thinkpad: 1.25 6.68 8.20 | macmini (bots): { 62.60 67.40 78.67 }
-2026-10-17T17:34:49Z thinkpad: 0.94 6.09 7.96 | macmini (bots): { 71.83 69.24 78.95 }
-2026-10-17T17:35:20Z thinkpad: 0.72 5.54 7.71 | macmini (bots): { 66.16 68.07 78.19 }
-2026-10-17T17:35:50Z thinkpad: 0.44 5.01 7.47 | macmini (bots): { 70.96 68.91 78.13 }
-2026-10-17T17:36:20Z thinkpad: 1.70 4.79 7.30 | macmini (bots): { 79.74 71.45 78.74 }
-2026-10-17T17:36:50Z thinkpad: 3.03 4.80 7.22 | macmini (bots): { 79.71 72.75 78.95 }
-2026-10-17T17:37:21Z thinkpad: 3.07 4.67 7.10 | macmini (bots): { 85.13 74.60 79.40 }
-2026-10-17T17:37:51Z thinkpad: 2.32 4.33 6.91 | macmini (bots): { 84.85 75.70 79.64 }
-2026-10-17T17:38:21Z thinkpad: 1.83 4.03 6.73 | macmini (bots): { 86.47 76.79 79.88 }
-2026-10-17T17:38:51Z thinkpad: 1.11 3.64 6.51 | macmini (bots): { 106.96 82.74 81.94 }
-2026-10-17T17:39:22Z thinkpad: 1.03 3.37 6.33 | macmini (bots): { 114.52 87.01 83.52 }
-2026-10-17T17:39:52Z thinkpad: 1.11 3.16 6.16 | macmini (bots): { 103.99 87.05 83.65 }
-2026-10-17T17:40:22Z thinkpad: 1.31 3.02 6.02 | macmini (bots): { 100.27 87.59 83.95 }
-2026-10-17T17:40:52Z thinkpad: 1.36 2.87 5.87 | macmini (bots): { 98.17 88.44 84.40 }
-2026-10-17T17:41:22Z thinkpad: 2.01 2.88 5.78 | macmini (bots): { 96.27 88.67 84.60 }
-2026-10-17T17:41:53Z thinkpad: 1.96 2.77 5.65 | macmini (bots): { 96.31 89.44 85.03 }
-2026-10-17T17:42:23Z thinkpad: 3.06 2.97 5.62 | macmini (bots): { 80.49 86.30 84.04 }
-2026-10-17T17:42:53Z thinkpad: 2.38 2.81 5.49 | macmini (bots): { 66.40 82.24 82.64 }
-2026-10-17T17:43:24Z thinkpad: 2.44 2.81 5.40 | macmini (bots): { 56.70 78.37 81.22 }
-2026-10-17T17:43:54Z thinkpad: 1.93 2.65 5.26 | macmini (bots): { 61.56 77.39 80.77 }
-2026-10-17T17:44:24Z thinkpad: 1.96 2.59 5.16 | macmini (bots): { 58.25 75.14 79.83 }
-2026-10-17T17:44:54Z thinkpad: 2.25 2.60 5.08 | macmini (bots): { 56.32 73.21 78.98 }
-2026-10-17T17:45:24Z thinkpad: 1.79 2.46 4.95 | macmini (bots): { 62.87 73.14 78.75 }
-2026-10-17T17:45:55Z thinkpad: 2.78 2.64 4.93 | macmini (bots): { 62.58 72.22 78.23 }
-2026-10-17T17:46:25Z thinkpad: 4.82 3.14 5.03 | macmini (bots): { 58.89 70.44 77.38 }
-2026-10-17T17:46:55Z thinkpad: 3.10 2.90 4.88 | macmini (bots): { 61.68 70.08 77.01 }
-2026-10-17T17:47:25Z thinkpad: 2.27 2.71 4.75 | macmini (bots): { 70.43 71.40 77.25 }
-2026-10-17T17:47:56Z thinkpad: 1.71 2.53 4.62 | macmini (bots): { 70.51 71.56 77.12 }
-2026-10-17T17:48:26Z thinkpad: 1.59 2.42 4.52 | macmini (bots): { 68.98 70.98 76.71 }
-2026-10-17T17:48:56Z thinkpad: 2.09 2.47 4.47 | macmini (bots): { 67.75 70.60 76.38 }
-2026-10-17T17:49:26Z thinkpad: 2.14 2.44 4.39 | macmini (bots): { 61.53 69.01 75.58 }
-2026-10-17T17:49:56Z thinkpad: 2.22 2.43 4.33 | macmini (bots): { 58.49 67.45 74.78 }
-2026-10-17T17:50:27Z thinkpad: 1.98 2.36 4.24 | macmini (bots): { 66.15 68.33 74.84 }
-2026-10-17T17:50:57Z thinkpad: 2.38 2.42 4.20 | macmini (bots): { 61.65 67.22 74.22 }
-2026-10-17T17:51:27Z thinkpad: 3.62 2.72 4.24 | macmini (bots): { 54.05 64.88 73.13 }
-2026-10-17T17:51:57Z thinkpad: 3.25 2.70 4.19 | macmini (bots): { 49.14 62.62 72.02 }
-2026-10-17T17:52:28Z thinkpad: 2.45 2.55 4.09 | macmini (bots): { 43.72 60.06 70.77 }
-2026-10-17T17:52:58Z thinkpad: 2.85 2.62 4.06 | macmini (bots): { 42.53 58.22 69.73 }
-2026-10-17T17:53:28Z thinkpad: 8.44 3.97 4.46 | macmini (bots): { 45.21 57.34 69.01 }
-2026-10-17T17:53:58Z thinkpad: 10.75 4.91 4.76 | macmini (bots): { 44.86 56.01 68.11 }
-2026-10-17T17:54:29Z thinkpad: 8.36 4.90 4.76 | macmini (bots): { 51.73 56.60 67.91 }
-2026-10-17T17:54:59Z thinkpad: 7.41 4.98 4.79 | macmini (bots): { 55.80 57.05 67.67 }
-2026-10-17T17:55:29Z thinkpad: 5.45 4.73 4.71 | macmini (bots): { 50.40 55.67 66.81 }
-2026-10-17T17:55:59Z thinkpad: 6.26 4.97 4.79 | macmini (bots): { 57.22 56.88 66.87 }
-2026-10-17T17:56:30Z thinkpad: 8.22 5.52 4.98 | macmini (bots): { 48.94 54.86 65.78 }
-2026-10-17T17:57:00Z thinkpad: 6.71 5.42 4.96 | macmini (bots): { 50.54 54.70 65.35 }
-2026-10-17T17:57:30Z thinkpad: 4.94 5.14 4.89 | macmini (bots): { 58.02 56.25 65.55 }
-2026-10-17T17:58:01Z thinkpad: 4.54 5.04 4.86 | macmini (bots): { 53.98 55.38 64.90 }
-2026-10-17T17:58:31Z thinkpad: 4.65 5.04 4.87 | macmini (bots): { 49.96 54.23 64.16 }
-2026-10-17T17:59:01Z thinkpad: 5.29 5.16 4.92 | macmini (bots): { 49.63 53.68 63.61 }
-2026-10-17T17:59:31Z thinkpad: 4.23 4.94 4.85 | macmini (bots): { 57.15 55.10 63.78 }
-2026-10-17T18:00:01Z thinkpad: 3.57 4.72 4.78 | macmini (bots): { 61.70 56.26 63.89 }
-2026-10-17T18:00:32Z thinkpad: 3.16 4.52 4.71 | macmini (bots): { 62.10 56.86 63.79 }
-2026-10-17T18:01:02Z thinkpad: 2.81 4.29 4.63 | macmini (bots): { 76.29 60.79 64.98 }
-2026-10-17T18:01:32Z thinkpad: 7.77 5.26 4.93 | macmini (bots): { 75.36 62.16 65.34 }
-2026-10-17T18:02:02Z thinkpad: 11.60 6.45 5.34 | macmini (bots): { 70.83 62.28 65.27 }
-2026-10-17T18:02:33Z thinkpad: 11.54 6.97 5.56 | macmini (bots): { 65.66 61.87 65.01 }
-2026-10-17T18:03:03Z thinkpad: 10.80 7.33 5.73 | macmini (bots): { 63.09 61.54 64.78 }
-2026-10-17T18:03:33Z thinkpad: 10.52 7.56 5.85 | macmini (bots): { 60.31 61.12 64.52 }
-2026-10-17T18:04:04Z thinkpad: 10.27 7.76 5.97 | macmini (bots): { 60.99 61.21 64.44 }
-2026-10-17T18:04:34Z thinkpad: 8.77 7.69 6.01 | macmini (bots): { 56.72 60.19 63.96 }
-2026-10-17T18:05:05Z thinkpad: 5.77 7.06 5.85 | macmini (bots): { 56.14 59.70 63.65 }
-2026-10-17T18:05:35Z thinkpad: 5.16 6.79 5.80 | macmini (bots): { 51.25 58.17 62.95 }
-2026-10-17T18:06:05Z thinkpad: 4.16 6.36 5.69 | macmini (bots): { 52.03 57.64 62.59 }
-2026-10-17T18:06:35Z thinkpad: 4.28 6.18 5.65 | macmini (bots): { 64.66 60.00 63.27 }
-2026-10-17T18:07:06Z thinkpad: 7.47 6.76 5.86 | macmini (bots): { 56.20 58.45 62.59 }
-2026-10-17T18:07:36Z thinkpad: 6.95 6.74 5.89 | macmini (bots): { 51.92 57.20 62.00 }
-2026-10-17T18:08:06Z thinkpad: 7.70 6.99 6.00 | macmini (bots): { 51.14 56.65 61.64 }
-2026-10-17T18:08:36Z thinkpad: 5.83 6.60 5.90 | macmini (bots): { 48.08 55.33 60.98 }
-2026-10-17T18:09:07Z thinkpad: 4.89 6.30 5.82 | macmini (bots): { 53.80 56.00 61.00 }
-2026-10-17T18:09:37Z thinkpad: 4.93 6.19 5.80 | macmini (bots): { 60.49 57.24 61.27 }
-2026-10-17T18:10:07Z thinkpad: 4.61 5.98 5.74 | macmini (bots): { 58.95 57.21 61.12 }
-2026-10-17T18:10:37Z thinkpad: 4.74 5.91 5.73 | macmini (bots): { 60.84 57.65 61.13 }
-2026-10-17T18:11:07Z thinkpad: 3.96 5.61 5.63 | macmini (bots): { 64.23 58.82 61.43 }
-2026-10-17T18:11:38Z thinkpad: 4.16 5.53 5.61 | macmini (bots): { 75.59 62.26 62.60 }
-2026-10-17T18:12:08Z thinkpad: 2.97 5.11 5.46 | macmini (bots): { 75.25 63.65 63.10 }

benchmarks/server-2026-10-17/walk-explore.json

@@ -1,695 +0,0 @@
-{
-  "kind": "horizon-server-benchmark",
-  "date": "2026-10-17T17:31:40+00:00",
-  "machine": {
-    "system": "Linux",
-    "machine": "x86_64",
-    "cpus": 4
-  },
-  "commit": "7bbbf6e97fb53683eae0a01ce2c134e53cb649a7",
-  "java": [
-    "openjdk 25.0.4.1 2026-08-18"
-  ],
-  "settings": {
-    "servers": "horizon,vanilla",
-    "bots": "1,10,25,50,100",
-    "behaviour": "walk,explore",
-    "join_every": 1.0,
-    "warmup": 60,
-    "seconds": 180,
-    "seed": 12345,
-    "explore_speed": 0,
-    "gamerule": "",
-    "heap": "4g",
-    "out": "/home/ludovic/code/horizon/.claude/worktrees/server-host-4/.local/bench-out/walk-explore.json",
-    "nice": 19,
-    "bots_via": "ssh macmini",
-    "bots_bin": "/Users/ludovicmarie/code/horizon/.claude/worktrees/server-host-4/target/release/horizon-bots",
-    "connect": "<server address>",
-    "properties": {
-      "level-seed": "12345",
-      "view-distance": "10",
-      "simulation-distance": "10",
-      "online-mode": "false",
-      "white-list": "false",
-      "gamemode": "creative",
-      "force-gamemode": "true",
-      "spawn-protection": "0",
-      "max-players": "200",
-      "difficulty": "easy",
-      "sync-chunk-writes": "true"
-    }
-  },
-  "runs": [
-    {
-      "server": "horizon",
-      "bots": 1,
-      "behaviour": "walk",
-      "start_seconds": 9.62,
-      "mspt": {
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-        "p95": 8.19,
-        "p99": 25.59
-      },
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-      },
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-      "unique_per_second": 0.43,
-      "forgotten_per_second": 9.65,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 2697,
-      "chunks_per_bot": {
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-      },
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-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 1,
-      "bots_failed": [],
-      "tick_queries": 35
-    },
-    {
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-      "behaviour": "walk",
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-        "p99": 50.06
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-      "unique_per_second": 0.47,
-      "forgotten_per_second": 10.53,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 2755,
-      "chunks_per_bot": {
-        "walk": 2755.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 697.0
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-      "tick_queries": 35
-    },
-    {
-      "server": "horizon",
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-      "behaviour": "walk",
-      "start_seconds": 9.21,
-      "mspt": {
-        "average": 8.79,
-        "p50": 8.05,
-        "p95": 17.35,
-        "p99": 30.47
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-      },
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-    },
-    {
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-      "waited_ticks_per_second": 0.0,
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-      },
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-    },
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-      },
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-    },
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-      },
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-      },
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-      "tick_queries": 35
-    },
-    {
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-      "behaviour": "walk",
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-      },
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-      "waited_ticks_per_second": 0.0,
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-      },
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-      },
-      "cpu_percent": 245.64,
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-      "unique_per_second": 31.8,
-      "forgotten_per_second": 676.4,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 219787,
-      "chunks_per_bot": {
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-      },
-      "unique_chunks_per_bot": {
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-    {
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-      "behaviour": "walk",
-      "start_seconds": 15.14,
-      "error": "[Errno 32] Broken pipe"
-    },
-    {
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-      "mspt": {
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-      },
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-      "forgotten_per_second": 41.08,
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-      "chunks_total": 9460,
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-      },
-      "unique_chunks_per_bot": {
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-      "mspt_worst_p99": 388.6,
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-      "error": "[Errno 32] Broken pipe"
-    }
-  ]
-}

benchmarks/server-equal-mixed-2026-10-18/README.md

@@ -1,137 +0,0 @@
-# Horizon's server against vanilla 26.3: mixed bots, equal work (2026-10-18)
-
-This reruns `../server-mixed-2026-10-18/` with the bots' load made the same on both servers. In that run the
-`explore` bots flew as fast as each server sent them chunks. Horizon kept up and vanilla didn't, so Horizon
-sent 2.9 to 5.9 times as many chunks a second, and vanilla's walking bots got a fifth of the chunks Horizon's
-got. The comparison of tick times wasn't fair.
-
-## Summary
-
-- **The work was equal** at 1 and 10 bots. At 25 bots it was equal in chunks sent a second (158.6 against 157.6);
-  vanilla was still catching up on chunks its bots hadn't had yet, see "Equal work" below. Every bot joined, none
-  was dropped, no chunk was sent twice, and no bot ever waited for the chunk it stood in.
-- **Tick time (MSPT), same work:**
-  - 1 bot: 1.8 ms on Horizon against 11.3 on vanilla;
-  - 10 bots: 4.7 against 34.3 ms;
-  - 25 bots: 11.7 against 50.5 ms. Vanilla dropped just under 20 TPS (19.8) and its worst 5-second P99 was
-    1388 ms, against Horizon's 130;
-  - 50 bots: Horizon ran at 23.8 ms (20 TPS). Vanilla's watchdog stopped its server 30 s after the last bot
-    joined ("A single server tick took 60.01 seconds").
-- **Memory:** Horizon's RSS was 4.1 to 4.9 times smaller: 0.69 against 3.40 GB with one bot, 0.95 against
-  3.87 GB with 25, and 1.03 GB with 50. Vanilla's heap is fixed at 4 GB, so its RSS is mostly that heap.
-- **CPU** (100 % is one of the machine's 4 threads): 30 against 128 % at 10 bots, 58 against 192 % at 25.
-- **What changed since the first run:** the first run's vanilla held 50 bots at 29.7 ms because its walking
-  bots got 640 to 1100 chunks each. With the explore bots paced, vanilla serves the walking bots in full
-  (5400 to 6100 chunks each, against Horizon's 6100 to 6600), and that is the load it can't carry at 50.
-
-## Results
-
-MSPT is milliseconds per tick from each server's own `/tick query` (50 is the limit for 20 TPS). P95 and P99
-are over the 300 measured seconds. "Worst P99" is the highest P99 of a single 5-second query. RSS and CPU
-cover the server's process tree. "First-time chunks/s" counts chunks a bot hadn't received before (summed
-over the bots). "Waited" is ticks a second that bots stood still waiting for their own chunk. "Pulled back"
-counts position packets that moved a bot back.
-
-| Bots | Server | MSPT | P95 | P99 | Worst P99 | TPS | RSS (mean / max) | CPU | Start | Chunks/s | First-time chunks/s | Waited | Pulled back |
-|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
-| 1 | Horizon | **1.77** | 4.21 | 13.04 | 47.5 | 20 | **0.69 / 0.69 GB** | 28 % | 19.7 s | 9.94 | 0.01 | 0 | 0 |
-| 1 | vanilla | 11.34 | 17.12 | 33.22 | 119.1 | 20 | 3.40 / 3.42 GB | 36 % | 20.4 s | 9.98 | 0.01 | 0 | 0 |
-| 10 | Horizon | **4.74** | 10.48 | 19.69 | 120.1 | 20 | **0.86 / 0.88 GB** | 30 % | 19.5 s | 61.35 | 1.79 | 0 | 4159 |
-| 10 | vanilla | 34.30 | 53.72 | 89.08 | 375.8 | 20 | 3.71 / 3.75 GB | 128 % | 19.9 s | 61.66 | 1.93 | 0 | 3976 |
-| 25 | Horizon | **11.72** | 24.45 | 43.79 | 129.8 | 20 | **0.95 / 1.09 GB** | 58 % | 9.6 s | 158.57 | 5.78 | 0 | 3496 |
-| 25 | vanilla | 50.45 | 74.09 | 191.21 | 1388.1 | 19.82 | 3.87 / 4.75 GB | 192 % | 37.8 s | 157.63 | 8.25 | 0 | 3629 |
-| 50 | Horizon | **23.82** | 50.98 | 74.64 | 195.9 | 20 | **1.03 / 1.20 GB** | 98 % | 14.9 s | 302.81 | 10.96 | 0 | 7565 |
-| 50 | vanilla | stopped by its watchdog | | | | | | | 11.2 s | | | | |
-
-Chunks each bot received over the whole run, by behaviour (mean):
-
-| Bots | Server | walk | explore | idle |
-|---:|---|---:|---:|---:|
-| 1 | Horizon | 6092 | | |
-| 1 | vanilla | 6084 | | |
-| 10 | Horizon | 6248 | 1165 | 473 |
-| 10 | vanilla | 5729 | 1124 | 473 |
-| 25 | Horizon | 6629 | 1267 | 473 |
-| 25 | vanilla | 5387 | 1119 | 473 |
-| 50 | Horizon | 6497 | 1256 | 473 |
-
-Both servers pulled bots back about as often (`moved too quickly` 20 and 296 times on vanilla at 10 and 25
-bots).
-
-## Equal work
-
-`tools/server_bench.py` now prints a work table after the runs. At each bot count it compares every server's
-chunks sent a second and first-time chunks a second with the busiest server's. Work counts as equal when
-both are within 10 % (or within a chunk a second when there are few). The report keeps the table as `work`.
-
-| Bots | Chunks/s (Horizon, vanilla) | First-time chunks/s (Horizon, vanilla) | Equal |
-|---:|---|---|---|
-| 1 | 9.94, 9.98 | 0.01, 0.01 | yes |
-| 10 | 61.35, 61.66 | 1.79, 1.93 | yes |
-| 25 | 158.57, 157.63 | 5.78, 8.25 | no: vanilla sent 2.5 more first-time chunks a second |
-
-Two settings made the load the same:
-
-- **Explore bots paced at 0.8 blocks a second** (`--explore-speed 0.8`), the rate the 2026-10-17 run showed
-  both servers keep up with. Every bot then follows the same path on both servers. The path is deterministic
-  per bot, and a bot only stops while the chunk it stands in hasn't arrived, which never happened here
-  (`Waited` 0). So both servers had the same chunks to send.
-- **A 300-second warm-up** before the 300 measured seconds. A first pass with the old 60-second warm-up
-  (aborted after 10 bots) sent the same chunks a second on both (63.1 against 61.4). But vanilla was still
-  delivering the bots' first views during the measurement (12.9 first-time chunks a second against Horizon's
-  4.1), so its window held more work than Horizon's. With 300 seconds both were in steady state at 1 and 10
-  bots. At 25, vanilla still sent 2.5 more first-time chunks a second than Horizon: 1.6 % of all it sent, and
-  its walking bots ended the run with 19 % fewer chunks. Read the 25-bot tick times with that in mind: the
-  extra first-time chunks are work vanilla had still to do because it fell behind.
-
-## Method
-
-`tools/server_bench.py` ran each configuration on a fresh server:
-
-- the same `server.properties` on both: seed 12345, view and simulation distance 10, offline, creative,
-  difficulty easy, `sync-chunk-writes=true`, white-list off;
-- `gamerule respawn_radius 0`, and otherwise vanilla's default game rules (the locator bar on for both);
-- the server waits for `Done`, the bots join one a second, warm up for 300 seconds and are measured for 300,
-  with `/tick query` every 5 seconds and RSS and CPU every second.
-
-The bots are `horizon-bots --behaviour mixed`: 60 % walk, 20 % explore and 20 % idle, each choice deterministic
-per bot. All are creative and fly 24 blocks above spawn. `walk` flies to random points within 48 blocks at
-5.6 blocks a second, `explore` flies straight out at 0.8 blocks a second, and `idle` hovers.
-
-**Machine.** The ThinkPad: Intel Core i7-7500U (2 cores, 4 threads), 32 GB, NixOS. The desktop (24 threads)
-was meant to run it, but it didn't wake (`~/fleet/power wake desktop` timed out, as it did for the first run).
-No other session ran on the ThinkPad during the runs (`load.txt`, a sample a minute). The servers ran under
-`nice -n 19`. The bots ran on the Mac mini (M4 Pro, shared with other work at 70 to 90 % CPU) and reached the
-ThinkPad over the tailnet.
-
-**What ran.**
-
-- Horizon: the server build from #916 (`horizon-client --no-default-features`, no sound or controllers) at
-  519ec121, packaged with `xtask package-server` and installed with `install.sh --archive`, as Linux owners
-  will get it. `horizon-server` ran it as `horizon-engine`. The game files were prepared from the owner's own
-  Minecraft. `horizon-bots` and `server_bench.py` came from this PR.
-- Vanilla: the pinned 26.3 server jar (the owner's own copy) on OpenJDK 25.0.4.1, `-Xms4g -Xmx4g`.
-
-`server_bench.py` stopped after vanilla's 50-bot server crashed and before it wrote its report.
-`mixed-equal.json` holds the run lines it printed. The vanilla 50 entry and its error come from that server's
-log, and the `work` table was computed with `server_bench.work`. `load.txt` is the fleet monitor's view of the
-machines during the runs.
-
-## Reproduce
-
-    curl -fsSL https://raw.githubusercontent.com/horizon-rust/horizon/main/packaging/server/install.sh | sh
-    horizon-prepare --prepare --server-jar /path/to/server.jar      # your own copy
-    cargo build --release -p horizon-bots                            # on the machine that runs the bots
-    # in a checkout whose .local/minecraft holds the pinned vanilla jars (tools/lab.py prepare):
-    HORIZON_BENCH_BIN=~/.local/share/horizon/current \
-      python3 tools/server_bench.py --servers horizon,vanilla --bots 1,10,25,50 --behaviour mixed \
-        --explore-speed 0.8 --warmup 300 --nice 19 \
-        --bots-via 'ssh <bots machine>' --bots-bin /path/to/horizon-bots --connect <this machine's address> \
-        --out mixed-equal.json
-
-## Next
-
-- One pass per configuration ran. Vanilla at 50 bots, in particular, needs a second pass, ideally on the
-  desktop (24 threads), where neither server is CPU-bound.
-- 100 bots, and Paper and Fabric + Lithium (docs/server.md section 9).
-- A longer warm-up, or measuring from when the first-time chunk rate settles, so the 25-bot work is equal too.

benchmarks/server-equal-mixed-2026-10-18/load.txt

@@ -1,702 +0,0 @@
-2026-10-18T19:32:39Z
-ludothinkpad ok: 27.2 GB free, 4 threads 17% busy, 0 sessions
-desktop offline
-macmini ok: 25.9 GB free, 14 threads 73% busy, 1 sessions
-macbook offline
-  RAM   27.0 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 42% busy (agents 0.0, rest 1.6 cores) · 80°C · load 5.9
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:33:44Z
-ludothinkpad ok: 26.7 GB free, 4 threads 19% busy, 0 sessions
-desktop offline
-macmini busy: 26.7 GB free, 14 threads 93% busy, 1 sessions
-macbook offline
-  RAM   26.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 34% busy (agents 0.0, rest 1.7 cores) · 81°C · load 4.0
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:34:48Z
-ludothinkpad ok: 26.4 GB free, 4 threads 56% busy, 0 sessions
-desktop offline
-macmini busy: 26.9 GB free, 14 threads 90% busy, 1 sessions
-macbook offline
-  RAM   26.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 54% busy (agents 0.0, rest 2.2 cores) · 79°C · load 2.8
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:35:52Z
-ludothinkpad ok: 26.7 GB free, 4 threads 27% busy, 0 sessions
-desktop offline
-macmini ok: 25.4 GB free, 14 threads 85% busy, 1 sessions
-macbook offline
-  RAM   26.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 30% busy (agents 0.0, rest 1.1 cores) · 82°C · load 2.2
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:36:57Z
-ludothinkpad ok: 26.7 GB free, 4 threads 25% busy, 0 sessions
-desktop offline
-macmini busy: 25.4 GB free, 14 threads 93% busy, 1 sessions
-macbook offline
-  RAM   26.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 37% busy (agents 0.0, rest 1.2 cores) · 80°C · load 1.5
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:38:01Z
-ludothinkpad ok: 26.6 GB free, 4 threads 54% busy, 0 sessions
-desktop offline
-macmini ok: 26.7 GB free, 14 threads 64% busy, 1 sessions
-macbook offline
-  RAM   26.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 21% busy (agents 0.0, rest 1.2 cores) · 81°C · load 1.9
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:39:05Z
-ludothinkpad ok: 26.7 GB free, 4 threads 20% busy, 0 sessions
-desktop offline
-macmini ok: 26.1 GB free, 14 threads 70% busy, 1 sessions
-macbook offline
-  RAM   26.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 28% busy (agents 0.0, rest 1.0 cores) · 81°C · load 1.3
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:40:10Z
-ludothinkpad ok: 26.7 GB free, 4 threads 39% busy, 0 sessions
-desktop offline
-macmini ok: 29.2 GB free, 14 threads 73% busy, 1 sessions
-macbook offline
-  RAM   26.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 32% busy (agents 0.0, rest 1.7 cores) · 80°C · load 0.9
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:41:14Z
-ludothinkpad ok: 26.7 GB free, 4 threads 31% busy, 0 sessions
-desktop offline
-macmini ok: 28.8 GB free, 14 threads 77% busy, 1 sessions
-macbook offline
-  RAM   26.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 15% busy (agents 0.0, rest 1.1 cores) · 82°C · load 1.3
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:42:19Z
-ludothinkpad ok: 26.5 GB free, 4 threads 26% busy, 0 sessions
-desktop offline
-macmini busy: 26.1 GB free, 14 threads 94% busy, 1 sessions
-macbook offline
-  RAM   26.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 30% busy (agents 0.0, rest 1.3 cores) · 78°C · load 1.1
-  ·     disk 289.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:43:23Z
-ludothinkpad busy: 26.7 GB free, 4 threads 99% busy, 0 sessions
-desktop offline
-macmini ok: 28.2 GB free, 14 threads 83% busy, 1 sessions
-macbook offline
-  RAM   26.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 99% busy (agents 0.0, rest 3.8 cores) · 86°C · load 2.4
-  ·     disk 289.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:44:27Z
-ludothinkpad busy: 25.2 GB free, 4 threads 98% busy, 0 sessions
-desktop offline
-macmini ok: 29.0 GB free, 14 threads 73% busy, 1 sessions
-macbook offline
-  RAM   24.9 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 83% busy (agents 0.0, rest 3.7 cores) · 83°C · load 5.5
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:45:31Z
-ludothinkpad ok: 24.5 GB free, 4 threads 39% busy, 0 sessions
-desktop offline
-macmini busy: 27.0 GB free, 14 threads 93% busy, 1 sessions
-macbook offline
-  RAM   24.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 34% busy (agents 0.0, rest 1.5 cores) · 84°C · load 3.5
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:46:35Z
-ludothinkpad ok: 23.7 GB free, 4 threads 69% busy, 0 sessions
-desktop offline
-macmini busy: 26.2 GB free, 14 threads 90% busy, 1 sessions
-macbook offline
-  RAM   23.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 75% busy (agents 0.0, rest 2.8 cores) · 87°C · load 2.7
-  ·     disk 289.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:47:40Z
-ludothinkpad ok: 23.8 GB free, 4 threads 66% busy, 0 sessions
-desktop offline
-macmini busy: 25.9 GB free, 14 threads 85% busy, 1 sessions
-macbook offline
-  RAM   23.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 59% busy (agents 0.0, rest 2.5 cores) · 83°C · load 2.9
-  ·     disk 291.7 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:48:44Z
-ludothinkpad ok: 24.2 GB free, 4 threads 61% busy, 0 sessions
-desktop offline
-macmini busy: 29.0 GB free, 14 threads 90% busy, 1 sessions
-macbook offline
-  RAM   24.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 62% busy (agents 0.0, rest 2.5 cores) · 84°C · load 3.2
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:49:48Z
-ludothinkpad ok: 25.1 GB free, 4 threads 59% busy, 0 sessions
-desktop offline
-macmini ok: 31.1 GB free, 14 threads 81% busy, 1 sessions
-macbook offline
-  RAM   25.1 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 57% busy (agents 0.0, rest 2.4 cores) · 85°C · load 2.9
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:50:52Z
-ludothinkpad ok: 25.7 GB free, 4 threads 39% busy, 0 sessions
-desktop offline
-macmini busy: 28.4 GB free, 14 threads 88% busy, 2 sessions
-macbook offline
-  RAM   25.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 18% busy (agents 0.0, rest 1.4 cores) · 67°C · load 2.4
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:51:57Z
-ludothinkpad ok: 23.7 GB free, 4 threads 40% busy, 0 sessions
-desktop offline
-macmini ok: 27.9 GB free, 14 threads 83% busy, 1 sessions
-macbook offline
-  RAM   23.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 23% busy (agents 0.0, rest 1.4 cores) · 81°C · load 1.8
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:53:01Z
-ludothinkpad ok: 25.3 GB free, 4 threads 25% busy, 0 sessions
-desktop offline
-macmini ok: 27.1 GB free, 14 threads 84% busy, 1 sessions
-macbook offline
-  RAM   25.1 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 31% busy (agents 0.0, rest 1.2 cores) · 80°C · load 1.8
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:54:05Z
-ludothinkpad ok: 26.5 GB free, 4 threads 75% busy, 0 sessions
-desktop offline
-macmini busy: 27.1 GB free, 14 threads 91% busy, 1 sessions
-macbook offline
-  RAM   26.5 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 69% busy (agents 0.0, rest 2.5 cores) · 78°C · load 2.3
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:55:09Z
-ludothinkpad busy: 26.4 GB free, 4 threads 89% busy, 0 sessions
-desktop offline
-macmini busy: 26.3 GB free, 14 threads 86% busy, 1 sessions
-macbook offline
-  RAM   26.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 32% busy (agents 0.0, rest 2.4 cores) · 79°C · load 2.9
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:56:14Z
-ludothinkpad ok: 26.4 GB free, 4 threads 39% busy, 0 sessions
-desktop offline
-macmini ok: 27.1 GB free, 14 threads 68% busy, 1 sessions
-macbook offline
-  RAM   26.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 63% busy (agents 0.0, rest 1.8 cores) · 82°C · load 2.3
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:57:18Z
-ludothinkpad ok: 26.3 GB free, 4 threads 20% busy, 0 sessions
-desktop offline
-macmini busy: 29.2 GB free, 14 threads 85% busy, 1 sessions
-macbook offline
-  RAM   26.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 19% busy (agents 0.0, rest 1.0 cores) · 80°C · load 1.8
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:58:22Z
-ludothinkpad ok: 26.3 GB free, 4 threads 28% busy, 0 sessions
-desktop offline
-macmini busy: 27.3 GB free, 14 threads 88% busy, 1 sessions
-macbook offline
-  RAM   26.1 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 93% busy (agents 0.0, rest 2.5 cores) · 80°C · load 2.0
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T19:59:27Z
-ludothinkpad ok: 26.2 GB free, 4 threads 52% busy, 0 sessions
-desktop offline
-macmini ok: 35.0 GB free, 14 threads 85% busy, 1 sessions
-macbook offline
-  RAM   26.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 22% busy (agents 0.0, rest 1.8 cores) · 80°C · load 3.6
-  ·     disk 291.4 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:00:31Z
-ludothinkpad busy: 25.8 GB free, 4 threads 87% busy, 0 sessions
-desktop offline
-macmini busy: 33.0 GB free, 14 threads 87% busy, 1 sessions
-macbook offline
-  RAM   27.5 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 51% busy (agents 0.0, rest 2.9 cores) · 79°C · load 3.6
-  ·     disk 291.5 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:01:35Z
-ludothinkpad ok: 25.6 GB free, 4 threads 35% busy, 0 sessions
-desktop offline
-macmini ok: 32.4 GB free, 14 threads 81% busy, 1 sessions
-macbook ok: 7.2 GB free, 12 threads 32% busy, 0 sessions
-  RAM   25.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 34% busy (agents 0.0, rest 1.3 cores) · 81°C · load 2.5
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:02:40Z
-ludothinkpad ok: 26.6 GB free, 4 threads 35% busy, 0 sessions
-desktop offline
-macmini ok: 29.2 GB free, 14 threads 79% busy, 1 sessions
-macbook ok: 6.5 GB free, 12 threads 39% busy, 0 sessions
-  RAM   26.5 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 33% busy (agents 0.0, rest 1.3 cores) · 81°C · load 2.7
-  ·     disk 291.6 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:03:44Z
-ludothinkpad ok: 25.5 GB free, 4 threads 56% busy, 0 sessions
-desktop offline
-macmini busy: 31.1 GB free, 14 threads 89% busy, 1 sessions
-macbook ok: 6.8 GB free, 12 threads 6% busy, 0 sessions
-  RAM   25.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 66% busy (agents 0.0, rest 2.5 cores) · 87°C · load 2.5
-  ·     disk 291.3 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:04:48Z
-ludothinkpad busy: 26.2 GB free, 4 threads 99% busy, 0 sessions
-desktop offline
-macmini busy: 30.0 GB free, 14 threads 89% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 31% busy, 0 sessions
-  RAM   25.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 84% busy (agents 0.0, rest 3.7 cores) · 85°C · load 3.4
-  ·     disk 291.3 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:05:52Z
-ludothinkpad busy: 24.5 GB free, 4 threads 100% busy, 0 sessions
-desktop offline
-macmini busy: 34.1 GB free, 14 threads 89% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 10% busy, 0 sessions
-  RAM   24.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 100% busy (agents 0.0, rest 4.0 cores) · 83°C · load 9.0
-  ·     disk 291.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:06:57Z
-ludothinkpad busy: 23.5 GB free, 4 threads 100% busy, 0 sessions
-desktop offline
-macmini busy: 28.3 GB free, 14 threads 88% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 5% busy, 0 sessions
-  RAM   23.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 99% busy (agents 0.0, rest 4.0 cores) · 82°C · load 10.1
-  ·     disk 309.2 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:08:01Z
-ludothinkpad busy: 23.4 GB free, 4 threads 88% busy, 0 sessions
-desktop offline
-macmini ok: 29.6 GB free, 14 threads 83% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 2% busy, 0 sessions
-  RAM   23.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 77% busy (agents 0.0, rest 3.4 cores) · 84°C · load 7.5
-  ·     disk 309.2 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:09:05Z
-ludothinkpad busy: 24.0 GB free, 4 threads 89% busy, 0 sessions
-desktop offline
-macmini ok: 25.9 GB free, 14 threads 83% busy, 1 sessions
-macbook ok: 7.1 GB free, 12 threads 19% busy, 0 sessions
-  RAM   23.9 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 91% busy (agents 0.0, rest 3.6 cores) · 82°C · load 5.9
-  ·     disk 309.1 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:10:09Z
-ludothinkpad busy: 24.0 GB free, 4 threads 98% busy, 0 sessions
-desktop offline
-macmini busy: 27.1 GB free, 14 threads 88% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 19% busy, 0 sessions
-  RAM   24.0 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 92% busy (agents 0.0, rest 3.7 cores) · 84°C · load 6.6
-  ·     disk 309.1 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:11:14Z
-ludothinkpad busy: 24.3 GB free, 4 threads 92% busy, 0 sessions
-desktop offline
-macmini ok: 26.3 GB free, 14 threads 84% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 18% busy, 0 sessions
-  RAM   24.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 99% busy (agents 0.0, rest 3.7 cores) · 85°C · load 6.5
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:12:18Z
-ludothinkpad busy: 24.7 GB free, 4 threads 89% busy, 0 sessions
-desktop offline
-macmini ok: 28.6 GB free, 14 threads 78% busy, 1 sessions
-macbook ok: 7.3 GB free, 12 threads 20% busy, 0 sessions
-  RAM   24.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 82% busy (agents 0.0, rest 3.4 cores) · 84°C · load 6.1
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:13:22Z
-ludothinkpad ok: 23.4 GB free, 4 threads 53% busy, 0 sessions
-desktop offline
-macmini ok: 28.1 GB free, 14 threads 77% busy, 1 sessions
-macbook ok: 7.3 GB free, 12 threads 20% busy, 0 sessions
-  RAM   23.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 48% busy (agents 0.0, rest 2.4 cores) · 80°C · load 4.2
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:14:27Z
-ludothinkpad ok: 24.0 GB free, 4 threads 44% busy, 0 sessions
-desktop offline
-macmini ok: 28.0 GB free, 14 threads 71% busy, 1 sessions
-macbook ok: 6.9 GB free, 12 threads 2% busy, 0 sessions
-  RAM   24.1 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 23% busy (agents 0.0, rest 2.0 cores) · 77°C · load 4.3
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:15:31Z
-ludothinkpad ok: 22.7 GB free, 4 threads 31% busy, 0 sessions
-desktop offline
-macmini busy: 27.2 GB free, 14 threads 86% busy, 1 sessions
-macbook ok: 6.9 GB free, 12 threads 19% busy, 0 sessions
-  RAM   22.5 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 30% busy (agents 0.0, rest 1.3 cores) · 77°C · load 2.6
-  ·     disk 309.1 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:16:35Z
-ludothinkpad ok: 26.8 GB free, 4 threads 37% busy, 0 sessions
-desktop offline
-macmini ok: 28.6 GB free, 14 threads 82% busy, 1 sessions
-macbook ok: 6.8 GB free, 12 threads 9% busy, 0 sessions
-  RAM   26.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 42% busy (agents 0.0, rest 1.7 cores) · 81°C · load 2.3
-  ·     disk 309.1 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:17:39Z
-ludothinkpad ok: 26.3 GB free, 4 threads 63% busy, 0 sessions
-desktop offline
-macmini ok: 26.8 GB free, 14 threads 78% busy, 1 sessions
-macbook ok: 7.0 GB free, 12 threads 19% busy, 0 sessions
-  RAM   26.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 64% busy (agents 0.0, rest 2.6 cores) · 87°C · load 1.9
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:18:43Z
-ludothinkpad ok: 26.9 GB free, 4 threads 37% busy, 0 sessions
-desktop offline
-macmini busy: 32.2 GB free, 14 threads 87% busy, 1 sessions
-macbook ok: 7.0 GB free, 12 threads 10% busy, 0 sessions
-  RAM   26.9 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 56% busy (agents 0.0, rest 1.9 cores) · 84°C · load 3.9
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:19:48Z
-ludothinkpad ok: 26.0 GB free, 4 threads 77% busy, 0 sessions
-desktop offline
-macmini ok: 29.2 GB free, 14 threads 83% busy, 1 sessions
-macbook ok: 7.0 GB free, 12 threads 10% busy, 0 sessions
-  RAM   26.0 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 66% busy (agents 0.0, rest 2.9 cores) · 86°C · load 3.2
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:20:52Z
-ludothinkpad ok: 25.9 GB free, 4 threads 80% busy, 0 sessions
-desktop offline
-macmini ok: 26.8 GB free, 14 threads 84% busy, 1 sessions
-macbook ok: 7.0 GB free, 12 threads 17% busy, 0 sessions
-  RAM   25.9 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 68% busy (agents 0.0, rest 3.2 cores) · 86°C · load 4.4
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:21:56Z
-ludothinkpad ok: 26.3 GB free, 4 threads 63% busy, 0 sessions
-desktop offline
-macmini ok: 26.3 GB free, 14 threads 77% busy, 1 sessions
-macbook ok: 6.8 GB free, 12 threads 14% busy, 0 sessions
-  RAM   26.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 66% busy (agents 0.0, rest 2.8 cores) · 84°C · load 3.1
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:23:00Z
-ludothinkpad ok: 26.8 GB free, 4 threads 74% busy, 0 sessions
-desktop offline
-macmini ok: 26.1 GB free, 14 threads 82% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 11% busy, 0 sessions
-  RAM   26.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 65% busy (agents 0.0, rest 2.8 cores) · 84°C · load 5.0
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:24:05Z
-ludothinkpad ok: 26.9 GB free, 4 threads 64% busy, 0 sessions
-desktop offline
-macmini busy: 28.3 GB free, 14 threads 90% busy, 1 sessions
-macbook ok: 6.8 GB free, 12 threads 8% busy, 0 sessions
-  RAM   26.9 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 64% busy (agents 0.0, rest 2.7 cores) · 86°C · load 4.9
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:25:09Z
-ludothinkpad ok: 26.0 GB free, 4 threads 56% busy, 0 sessions
-desktop offline
-macmini busy: 26.2 GB free, 14 threads 88% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 12% busy, 0 sessions
-  RAM   26.0 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 49% busy (agents 0.0, rest 2.1 cores) · 72°C · load 5.5
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:26:13Z
-ludothinkpad ok: 25.8 GB free, 4 threads 47% busy, 0 sessions
-desktop offline
-macmini ok: 27.8 GB free, 14 threads 78% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 8% busy, 0 sessions
-  RAM   25.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 56% busy (agents 0.0, rest 2.1 cores) · 78°C · load 3.1
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:27:18Z
-ludothinkpad busy: 25.5 GB free, 4 threads 94% busy, 0 sessions
-desktop offline
-macmini ok: 26.6 GB free, 14 threads 82% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 17% busy, 0 sessions
-  RAM   25.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 100% busy (agents 0.0, rest 3.9 cores) · 78°C · load 4.7
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:28:22Z
-ludothinkpad busy: 24.6 GB free, 4 threads 100% busy, 0 sessions
-desktop offline
-macmini ok: 26.4 GB free, 14 threads 80% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 8% busy, 0 sessions
-  RAM   24.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 99% busy (agents 0.0, rest 4.0 cores) · 77°C · load 10.5
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:29:27Z
-ludothinkpad busy: 24.3 GB free, 4 threads 100% busy, 0 sessions
-desktop offline
-macmini ok: 29.8 GB free, 14 threads 80% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 8% busy, 0 sessions
-  RAM   24.0 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 99% busy (agents 0.0, rest 4.0 cores) · 82°C · load 10.0
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:30:31Z
-ludothinkpad busy: 23.7 GB free, 4 threads 91% busy, 0 sessions
-desktop offline
-macmini ok: 30.1 GB free, 14 threads 71% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 9% busy, 0 sessions
-  RAM   23.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 94% busy (agents 0.0, rest 3.8 cores) · 80°C · load 10.3
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:31:36Z
-ludothinkpad busy: 23.6 GB free, 4 threads 93% busy, 0 sessions
-desktop offline
-macmini ok: 28.0 GB free, 14 threads 81% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 14% busy, 0 sessions
-  RAM   23.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 95% busy (agents 0.0, rest 3.7 cores) · 80°C · load 10.7
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:32:40Z
-ludothinkpad busy: 23.6 GB free, 4 threads 94% busy, 0 sessions
-desktop offline
-macmini ok: 26.9 GB free, 14 threads 76% busy, 1 sessions
-macbook ok: 6.8 GB free, 12 threads 22% busy, 0 sessions
-  RAM   23.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 84% busy (agents 0.0, rest 3.5 cores) · 80°C · load 9.7
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:33:45Z
-ludothinkpad ok: 25.2 GB free, 4 threads 51% busy, 0 sessions
-desktop offline
-macmini ok: 27.1 GB free, 14 threads 82% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 17% busy, 0 sessions
-  RAM   25.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 48% busy (agents 0.0, rest 2.1 cores) · 87°C · load 6.5
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:34:49Z
-ludothinkpad ok: 25.1 GB free, 4 threads 56% busy, 0 sessions
-desktop offline
-macmini busy: 28.2 GB free, 14 threads 87% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 17% busy, 0 sessions
-  RAM   24.5 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 78% busy (agents 0.0, rest 2.7 cores) · 88°C · load 4.0
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:35:53Z
-ludothinkpad busy: 23.6 GB free, 4 threads 86% busy, 0 sessions
-desktop offline
-macmini busy: 27.9 GB free, 14 threads 86% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 17% busy, 0 sessions
-  RAM   23.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 88% busy (agents 0.0, rest 3.3 cores) · 85°C · load 4.9
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:36:58Z
-ludothinkpad ok: 23.6 GB free, 4 threads 75% busy, 0 sessions
-desktop offline
-macmini ok: 29.4 GB free, 14 threads 84% busy, 1 sessions
-macbook ok: 6.5 GB free, 12 threads 18% busy, 0 sessions
-  RAM   23.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 85% busy (agents 0.0, rest 3.2 cores) · 85°C · load 5.1
-  ·     disk 309.0 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:38:02Z
-ludothinkpad ok: 22.6 GB free, 4 threads 55% busy, 0 sessions
-desktop offline
-macmini ok: 26.5 GB free, 14 threads 80% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 10% busy, 0 sessions
-  RAM   22.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 54% busy (agents 0.0, rest 2.2 cores) · 85°C · load 4.5
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:39:06Z
-ludothinkpad ok: 27.2 GB free, 4 threads 55% busy, 0 sessions
-desktop offline
-macmini busy: 29.5 GB free, 14 threads 85% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 9% busy, 0 sessions
-  RAM   27.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 48% busy (agents 0.0, rest 2.2 cores) · 87°C · load 4.0
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:40:10Z
-ludothinkpad ok: 26.2 GB free, 4 threads 72% busy, 0 sessions
-desktop offline
-macmini ok: 27.7 GB free, 14 threads 84% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 19% busy, 0 sessions
-  RAM   26.3 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 80% busy (agents 0.0, rest 3.1 cores) · 86°C · load 10.8
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:41:15Z
-ludothinkpad busy: 26.4 GB free, 4 threads 86% busy, 0 sessions
-desktop offline
-macmini ok: 28.5 GB free, 14 threads 79% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 10% busy, 0 sessions
-  RAM   26.4 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 90% busy (agents 0.0, rest 3.4 cores) · 86°C · load 12.8
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:42:19Z
-ludothinkpad ok: 26.2 GB free, 4 threads 82% busy, 0 sessions
-desktop offline
-macmini ok: 26.9 GB free, 14 threads 78% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 11% busy, 0 sessions
-  RAM   26.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 74% busy (agents 0.0, rest 3.3 cores) · 85°C · load 8.8
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:43:23Z
-ludothinkpad busy: 26.7 GB free, 4 threads 93% busy, 0 sessions
-desktop offline
-macmini ok: 27.3 GB free, 14 threads 81% busy, 1 sessions
-macbook ok: 6.6 GB free, 12 threads 10% busy, 0 sessions
-  RAM   26.7 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 88% busy (agents 0.0, rest 3.4 cores) · 85°C · load 5.4
-  ·     disk 308.9 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:44:27Z
-ludothinkpad ok: 27.0 GB free, 4 threads 82% busy, 0 sessions
-desktop offline
-macmini busy: 26.9 GB free, 14 threads 87% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 13% busy, 0 sessions
-  RAM   27.0 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 75% busy (agents 0.0, rest 3.3 cores) · 82°C · load 9.8
-  ·     disk 308.8 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:45:32Z
-ludothinkpad ok: 27.2 GB free, 4 threads 76% busy, 0 sessions
-desktop offline
-macmini ok: 26.8 GB free, 14 threads 80% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 10% busy, 0 sessions
-  RAM   27.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 84% busy (agents 0.0, rest 3.2 cores) · 85°C · load 6.9
-  ·     disk 308.8 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:46:36Z
-ludothinkpad busy: 27.1 GB free, 4 threads 87% busy, 0 sessions
-desktop offline
-macmini busy: 26.8 GB free, 14 threads 92% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 9% busy, 0 sessions
-  RAM   26.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 85% busy (agents 0.0, rest 3.2 cores) · 82°C · load 4.4
-  ·     disk 308.8 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:47:40Z
-ludothinkpad busy: 25.3 GB free, 4 threads 86% busy, 0 sessions
-desktop offline
-macmini ok: 26.5 GB free, 14 threads 72% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 9% busy, 0 sessions
-  RAM   25.5 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 85% busy (agents 0.0, rest 3.4 cores) · 86°C · load 3.7
-  ·     disk 308.8 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:48:45Z
-ludothinkpad busy: 26.1 GB free, 4 threads 100% busy, 0 sessions
-desktop offline
-macmini ok: 28.5 GB free, 14 threads 84% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 15% busy, 0 sessions
-  RAM   26.1 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 98% busy (agents 0.0, rest 3.9 cores) · 80°C · load 6.5
-  ·     disk 308.8 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:49:50Z
-ludothinkpad ok: 26.8 GB free, 4 threads 71% busy, 0 sessions
-desktop offline
-macmini busy: 27.7 GB free, 14 threads 93% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 10% busy, 0 sessions
-  RAM   26.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 92% busy (agents 0.0, rest 3.4 cores) · 81°C · load 5.2
-  ·     disk 308.7 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:50:54Z
-ludothinkpad busy: 25.8 GB free, 4 threads 100% busy, 0 sessions
-desktop offline
-macmini busy: 31.3 GB free, 14 threads 95% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 11% busy, 0 sessions
-  RAM   25.8 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 99% busy (agents 0.0, rest 4.0 cores) · 82°C · load 8.1
-  ·     disk 308.7 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:51:59Z
-ludothinkpad ok: 27.2 GB free, 4 threads 12% busy, 0 sessions
-desktop offline
-macmini ok: 31.2 GB free, 14 threads 76% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 8% busy, 0 sessions
-  RAM   27.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 15% busy (agents 0.0, rest 1.3 cores) · 81°C · load 7.9
-  ·     disk 308.7 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:53:03Z
-ludothinkpad ok: 27.3 GB free, 4 threads 42% busy, 0 sessions
-desktop offline
-macmini busy: 27.8 GB free, 14 threads 87% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 9% busy, 0 sessions
-  RAM   27.2 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 14% busy (agents 0.0, rest 0.8 cores) · 82°C · load 3.1
-  ·     disk 308.7 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:54:08Z
-ludothinkpad ok: 28.9 GB free, 4 threads 4% busy, 0 sessions
-desktop offline
-macmini ok: 29.2 GB free, 14 threads 80% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 9% busy, 0 sessions
-  RAM   28.9 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 2% busy (agents 0.0, rest 0.3 cores) · 82°C · load 1.3
-  ·     disk 308.7 GB free · battery 96% · Ludovic: away
-
-2026-10-18T20:55:12Z
-ludothinkpad ok: 27.7 GB free, 4 threads 27% busy, 0 sessions
-desktop offline
-macmini ok: 31.2 GB free, 14 threads 70% busy, 1 sessions
-macbook ok: 6.7 GB free, 12 threads 10% busy, 0 sessions
-  RAM   27.6 GB free of 31.2 GB · swap 0.3 GB/15.6 GB
-  CPU   4 threads, 26% busy (agents 0.0, rest 1.2 cores) · 69°C · load 1.0
-  ·     disk 308.8 GB free · battery 96% · Ludovic: away
-

benchmarks/server-equal-mixed-2026-10-18/mixed-equal.json

@@ -1,421 +0,0 @@
-{
-  "kind": "horizon-server-benchmark",
-  "date": "2026-10-18T19:32:00+00:00",
-  "machine": {
-    "system": "Linux",
-    "machine": "x86_64",
-    "cpus": 4,
-    "name": "ThinkPad, Intel Core i7-7500U, 32 GB, NixOS"
-  },
-  "commit": "f1d5bf520986b00a5b968a84d85809fca1a039fa",
-  "engine": "horizon-engine: the server build of #916 (horizon-client --no-default-features) at 519ec121, as install.sh --archive installed it",
-  "java": [
-    "openjdk 25.0.4.1 2026-08-18"
-  ],
-  "settings": {
-    "servers": "horizon,vanilla",
-    "bots": "1,10,25,50",
-    "behaviour": "mixed",
-    "join_every": 1.0,
-    "warmup": 300,
-    "seconds": 300,
-    "seed": 12345,
-    "explore_speed": 0.8,
-    "gamerule": "",
-    "heap": "4g",
-    "nice": 19,
-    "bots_via": "ssh macmini",
-    "connect": "the ThinkPad's tailnet address",
-    "properties": {
-      "level-seed": "12345",
-      "view-distance": "10",
-      "simulation-distance": "10",
-      "online-mode": "false",
-      "white-list": "false",
-      "gamemode": "creative",
-      "force-gamemode": "true",
-      "spawn-protection": "0",
-      "max-players": "200",
-      "difficulty": "easy",
-      "sync-chunk-writes": "true"
-    }
-  },
-  "note": "server_bench.py was stopped after vanilla's 50-bot server crashed, before it wrote this file; the runs are the lines it printed, and the vanilla 50 entry is taken from that server's log.",
-  "runs": [
-    {
-      "server": "horizon",
-      "bots": 1,
-      "behaviour": "mixed",
-      "start_seconds": 19.73,
-      "mspt": {
-        "average": 1.77,
-        "p50": 1.34,
-        "p95": 4.21,
-        "p99": 13.04
-      },
-      "mspt_worst_p99": 47.5,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 686.54,
-        "max": 686.7
-      },
-      "cpu_percent": 27.92,
-      "chunks_per_second": 9.94,
-      "unique_per_second": 0.01,
-      "forgotten_per_second": 9.9,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 6092,
-      "chunks_per_bot": {
-        "walk": 6092.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 699.0
-      },
-      "resent": 0,
-      "pulled_back": 0,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 1,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "vanilla",
-      "bots": 1,
-      "behaviour": "mixed",
-      "start_seconds": 20.45,
-      "mspt": {
-        "average": 11.34,
-        "p50": 10.6,
-        "p95": 17.12,
-        "p99": 33.22
-      },
-      "mspt_worst_p99": 119.1,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3404.16,
-        "max": 3416.3
-      },
-      "cpu_percent": 35.93,
-      "chunks_per_second": 9.98,
-      "unique_per_second": 0.01,
-      "forgotten_per_second": 9.93,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 6084,
-      "chunks_per_bot": {
-        "walk": 6084.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 699.0
-      },
-      "resent": 0,
-      "pulled_back": 0,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 1,
-      "bots_failed": [],
-      "tick_queries": 59
-    },
-    {
-      "server": "horizon",
-      "bots": 10,
-      "behaviour": "mixed",
-      "start_seconds": 19.54,
-      "mspt": {
-        "average": 4.74,
-        "p50": 3.83,
-        "p95": 10.48,
-        "p99": 19.69
-      },
-      "mspt_worst_p99": 120.1,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 855.26,
-        "max": 882.7
-      },
-      "cpu_percent": 29.78,
-      "chunks_per_second": 61.35,
-      "unique_per_second": 1.79,
-      "forgotten_per_second": 61.47,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 40762,
-      "chunks_per_bot": {
-        "walk": 6247.67,
-        "explore": 1165.0,
-        "idle": 473.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 701.83,
-        "explore": 1086.0,
-        "idle": 473.0
-      },
-      "resent": 0,
-      "pulled_back": 4159,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 10,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "vanilla",
-      "bots": 10,
-      "behaviour": "mixed",
-      "start_seconds": 19.95,
-      "mspt": {
-        "average": 34.3,
-        "p50": 32.2,
-        "p95": 53.72,
-        "p99": 89.08
-      },
-      "mspt_worst_p99": 375.8,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3713.5,
-        "max": 3754.9
-      },
-      "cpu_percent": 128.07,
-      "chunks_per_second": 61.66,
-      "unique_per_second": 1.93,
-      "forgotten_per_second": 61.71,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 37568,
-      "chunks_per_bot": {
-        "walk": 5729.0,
-        "explore": 1124.0,
-        "idle": 473.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 701.17,
-        "explore": 1055.0,
-        "idle": 473.0
-      },
-      "resent": 0,
-      "pulled_back": 3976,
-      "moved_too_quickly": 20,
-      "moved_wrongly": 0,
-      "bots_joined": 10,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "horizon",
-      "bots": 25,
-      "behaviour": "mixed",
-      "start_seconds": 9.61,
-      "mspt": {
-        "average": 11.72,
-        "p50": 9.88,
-        "p95": 24.45,
-        "p99": 43.79
-      },
-      "mspt_worst_p99": 129.8,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 947.35,
-        "max": 1086.1
-      },
-      "cpu_percent": 57.83,
-      "chunks_per_second": 158.57,
-      "unique_per_second": 5.78,
-      "forgotten_per_second": 158.45,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 108126,
-      "chunks_per_bot": {
-        "walk": 6628.53,
-        "explore": 1266.6,
-        "idle": 473.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 704.67,
-        "explore": 1189.2,
-        "idle": 473.0
-      },
-      "resent": 0,
-      "pulled_back": 3496,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 25,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "vanilla",
-      "bots": 25,
-      "behaviour": "mixed",
-      "start_seconds": 37.78,
-      "mspt": {
-        "average": 50.45,
-        "p50": 46.39,
-        "p95": 74.09,
-        "p99": 191.21
-      },
-      "mspt_worst_p99": 1388.1,
-      "tps": 19.82,
-      "rss_mb": {
-        "mean": 3866.18,
-        "max": 4745.0
-      },
-      "cpu_percent": 192.42,
-      "chunks_per_second": 157.63,
-      "unique_per_second": 8.25,
-      "forgotten_per_second": 156.12,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 88763,
-      "chunks_per_bot": {
-        "walk": 5387.0,
-        "explore": 1118.6,
-        "idle": 473.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 699.0,
-        "explore": 1075.0,
-        "idle": 473.0
-      },
-      "resent": 2,
-      "pulled_back": 3629,
-      "moved_too_quickly": 296,
-      "moved_wrongly": 0,
-      "bots_joined": 25,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "horizon",
-      "bots": 50,
-      "behaviour": "mixed",
-      "start_seconds": 14.93,
-      "mspt": {
-        "average": 23.82,
-        "p50": 20.11,
-        "p95": 50.98,
-        "p99": 74.64
-      },
-      "mspt_worst_p99": 195.9,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 1031.41,
-        "max": 1201.2
-      },
-      "cpu_percent": 98.21,
-      "chunks_per_second": 302.81,
-      "unique_per_second": 10.96,
-      "forgotten_per_second": 303.47,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 212181,
-      "chunks_per_bot": {
-        "walk": 6496.53,
-        "explore": 1255.5,
-        "idle": 473.0
-      },
-      "unique_chunks_per_bot": {
-        "walk": 701.9,
-        "explore": 1184.7,
-        "idle": 473.0
-      },
-      "resent": 0,
-      "pulled_back": 7565,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 50,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "vanilla",
-      "bots": 50,
-      "behaviour": "mixed",
-      "start_seconds": 11.16,
-      "error": "stopped by its watchdog 30 s after the last bot joined: \"A single server tick took 60.01 seconds (should be max 0.05)\" (Player.tick)"
-    }
-  ],
-  "work": [
-    {
-      "behaviour": "mixed",
-      "bots": 1,
-      "servers": {
-        "horizon": {
-          "chunks_per_second": {
-            "value": 9.94,
-            "share": 0.996
-          },
-          "unique_per_second": {
-            "value": 0.01,
-            "share": 1.0
-          },
-          "waited_ticks_per_second": 0.0
-        },
-        "vanilla": {
-          "chunks_per_second": {
-            "value": 9.98,
-            "share": 1.0
-          },
-          "unique_per_second": {
-            "value": 0.01,
-            "share": 1.0
-          },
-          "waited_ticks_per_second": 0.0
-        }
-      },
-      "equal": true
-    },
-    {
-      "behaviour": "mixed",
-      "bots": 10,
-      "servers": {
-        "horizon": {
-          "chunks_per_second": {
-            "value": 61.35,
-            "share": 0.995
-          },
-          "unique_per_second": {
-            "value": 1.79,
-            "share": 0.927
-          },
-          "waited_ticks_per_second": 0.0
-        },
-        "vanilla": {
-          "chunks_per_second": {
-            "value": 61.66,
-            "share": 1.0
-          },
-          "unique_per_second": {
-            "value": 1.93,
-            "share": 1.0
-          },
-          "waited_ticks_per_second": 0.0
-        }
-      },
-      "equal": true
-    },
-    {
-      "behaviour": "mixed",
-      "bots": 25,
-      "servers": {
-        "horizon": {
-          "chunks_per_second": {
-            "value": 158.57,
-            "share": 1.0
-          },
-          "unique_per_second": {
-            "value": 5.78,
-            "share": 0.701
-          },
-          "waited_ticks_per_second": 0.0
-        },
-        "vanilla": {
-          "chunks_per_second": {
-            "value": 157.63,
-            "share": 0.994
-          },
-          "unique_per_second": {
-            "value": 8.25,
-            "share": 1.0
-          },
-          "waited_ticks_per_second": 0.0
-        }
-      },
-      "equal": false
-    }
-  ]
-}

benchmarks/server-equal-work-2026-10-17/README.md

@@ -1,168 +0,0 @@
-# Horizon's server against vanilla 26.3, equal work (2026-10-17)
-
-The same bots on Horizon's dedicated server and on vanilla 26.3's, one server at a time, on the same
-machine, with the work each server does made the same before the numbers are compared. This replaces the
-first run in docs/server.md section 9, where the work wasn't equal.
-
-## What was made equal
-
-The first run (PR #556) had three differences that made the comparison unfair. Each is fixed in the code
-that ran here:
-
-- **Refused moves.** Vanilla pulls a player back when a move is too fast ("moved too quickly") or ends
-  inside a block ("moved wrongly"). Horizon now runs both checks the way vanilla does (PR #586), so a bot
-  that flies too fast is pulled back on both servers.
-- **Chunk sending.** Vanilla paces chunks by the client's acknowledgements (PlayerChunkSender: one
-  unacknowledged batch at first, then ten, each at most the client's desired chunks per tick). Horizon used
-  to send twice as many per batch; it now paces them the same way (PR #586), and the bots acknowledge
-  batches and ask for a rate the way vanilla's client does, so both servers send at the pace the client
-  asks for. Chunks sent again while the bot still held
-  them (`resent`) are counted: 0 on both servers in every run.
-- **Movement gated on chunks.** A bot doesn't move while the chunk it stands in hasn't arrived (vanilla's
-  client waits the same way), so a slower server isn't asked to teleport bots into terrain it hasn't sent.
-
-One difference isn't in Horizon yet: vanilla 26.3's locator bar (waypoints), which costs vanilla O(players²)
-work per move. Every vanilla run here sets `gamerule locator_bar false`, so neither server does it.
-
-## Method
-
-`tools/server_bench.py` runs each configuration on a fresh server:
-
-- the same `server.properties` on both (seed 12345, view and simulation distance 10, offline, creative,
-  difficulty easy, `sync-chunk-writes=true`), and `gamerule respawn_radius 0`;
-- the server waits for `Done`, the bots join one a second, a 60-second warm-up, then 300 seconds of
-  measurement;
-- MSPT (average, P50, P95, P99) comes from each server's own `/tick query`, asked every 5 seconds on the
-  console, so both measure themselves the same way (vanilla's ServerTickRateManager numbers, which Horizon
-  reproduces); TPS is 20 while the average fits in 50 ms, else 1000 / MSPT;
-- RSS and CPU are the server's whole process tree, once a second (100 % is one core);
-- chunk counts come from the bots: chunks received per second, chunks no bot had before (new terrain), and
-  pull-backs (position packets that move a bot back).
-
-The bots are `horizon-bots` (creative, flying 24 blocks above spawn, 20 moves a second):
-
-- `walk`: flies to random points within 48 blocks of spawn at sprint speed (5.6 blocks a second);
-- `explore`: flies straight outwards, by default at about 22 blocks a second, as fast as the server sends
-  chunks.
-
-Machine: the ThinkPad (Intel Core i7-7500U, 2 cores / 4 threads, 32 GB, NixOS), servers under `nice -n 19`
-because it also runs other services; vanilla on OpenJDK 25.0.4.1 with a 4 GB heap (`-Xms4g -Xmx4g`). The
-bots ran on the Mac mini and reached the ThinkPad over the tailnet, so they took none of the server's CPU.
-
-What ran: Horizon from `origin/main` at bf851bfe with #586 (move checks and chunk pacing), the bots and
-`server_bench.py` from this PR, #623 (sections encoded once, its first commit) and #649 (a tick's packets
-handed to each connection together). The ThinkPad copy wasn't a git checkout, so the JSON reports have an
-empty `commit`. Vanilla: the pinned 26.3 server jar.
-
-## Results
-
-MSPT is the average milliseconds per tick (50 is the limit for 20 TPS); P95 is the 95th percentile. CPU is
-the whole process tree. "New chunks/s" are chunks no bot had before.
-
-### Walk (the same work on both servers)
-
-| Bots | Server | MSPT | P95 | TPS | RSS | CPU | Chunks/s | New chunks/s |
-|---:|---|---:|---:|---:|---:|---:|---:|---:|
-| 1 | Horizon | 5.5 | 12.1 | 20.0 | 1.37 GB | 57 % | 9 | 0.3 |
-| 1 | Vanilla | 18.3 | 27.3 | 20.0 | 3.35 GB | 66 % | 10 | 0.3 |
-| 10 | Horizon | 11.5 | 22.1 | 20.0 | 1.41 GB | 124 % | 94 | 2.4 |
-| 10 | Vanilla | 16.8 | 30.5 | 20.0 | 3.41 GB | 84 % | 100 | 2.8 |
-| 25 | Horizon | 20.7 | 40.4 | 20.0 | 1.45 GB | 170 % | 236 | 5.7 |
-| 25 | Vanilla | 16.0 | 26.4 | 20.0 | 3.47 GB | 115 % | 252 | 6.7 |
-| 50 | Horizon | 31.4 | 79.0 | 20.0 | 1.52 GB | 173 % | 451 | 10.3 |
-| 50 | Vanilla | 20.5 | 29.7 | 20.0 | 3.55 GB | 194 % | 502 | 12.2 |
-| 100 | Horizon | 114.5 | 256.2 | 8.7 | 1.33 GB | 181 % | 484 | 30.8 |
-| 100 | Vanilla | stopped by its watchdog | | | | | | |
-
-Both servers sent the same chunks (about 10 a second per bot, the churn of flying around) and sent none
-twice. Vanilla pulled back a few bots for moving too quickly when a tick ran long (5 to 33 per run);
-Horizon none. At 100 bots vanilla's watchdog stopped the server (a tick ran over 60 s, in
-`ChunkMap$TrackedEntity.updatePlayer`); Horizon kept running at 8.7 TPS.
-
-### Explore at a rate both servers keep up with (equal work)
-
-The bots fly outwards at 0.8 blocks a second (`--explore-speed 0.8`), slow enough that neither server makes
-them wait for terrain, so both generate and send the same new chunks.
-
-| Bots | Server | MSPT | P95 | TPS | RSS | CPU | Chunks/s | New chunks/s |
-|---:|---|---:|---:|---:|---:|---:|---:|---:|
-| 1 | Horizon | 4.0 | 6.6 | 20.0 | 1.36 GB | 25 % | 2 | 1.3 |
-| 1 | Vanilla | 18.1 | 27.1 | 20.0 | 3.32 GB | 73 % | 2 | 1.4 |
-| 10 | Horizon | 13.5 | 24.8 | 20.0 | 1.64 GB | 89 % | 13 | 11.8 |
-| 10 | Vanilla | 29.2 | 43.0 | 20.0 | 3.52 GB | 143 % | 13 | 11.9 |
-| 25 | Horizon | 20.2 | 36.8 | 20.0 | 1.74 GB | 121 % | 32 | 28.9 |
-| 25 | Vanilla | 37.0 | 49.4 | 20.0 | 3.73 GB | 169 % | 32 | 28.9 |
-
-### Explore as fast as each server sends chunks (not equal work)
-
-The default 22 blocks a second is faster than either server can generate, so each server sets the pace and
-a faster server is given more work: from 10 bots Horizon generated 1.5 to 2 times vanilla's new chunks a
-second. Read it as throughput, not as a like-for-like tick time.
-
-| Bots | Server | MSPT | P95 | TPS | RSS | CPU | Chunks/s | New chunks/s |
-|---:|---|---:|---:|---:|---:|---:|---:|---:|
-| 1 | Horizon | 10.6 | 24.6 | 20.0 | 1.34 GB | 322 % | 39 | 34.6 |
-| 1 | Vanilla | 9.9 | 21.3 | 20.0 | 3.48 GB | 245 % | 36 | 33.4 |
-| 10 | Horizon | 30.4 | 52.3 | 20.0 | 2.18 GB | 345 % | 47 | 46.7 |
-| 10 | Vanilla | 17.0 | 29.6 | 20.0 | 4.04 GB | 242 % | 22 | 22.4 |
-| 25 | Horizon | 50.7 | 89.3 | 19.7 | 2.30 GB | 286 % | 50 | 49.7 |
-| 25 | Vanilla | 24.2 | 36.5 | 20.0 | 4.40 GB | 320 % | 34 | 33.7 |
-| 50 | Horizon | 50.7 | 102.7 | 19.7 | 1.72 GB | 213 % | 97 | 96.5 |
-| 50 | Vanilla | stopped by its watchdog | | | | | | |
-| 100 | Horizon | 92.9 | 139.6 | 10.8 | 1.70 GB | 322 % | 114 | 113.6 |
-| 100 | Vanilla | stopped by its watchdog | | | | | | |
-
-Vanilla's watchdog stopped it at 50 bots (in `ClientboundLightUpdatePacketData`, copying light for a chunk
-packet) and at 100 (in `Entity.move` from a move packet).
-
-## Findings
-
-- Horizon's RSS is 1.9 to 2.6 times smaller in every run, and it starts in 11 s against vanilla's 15 s.
-  Vanilla's heap is fixed at 4 GB (`-Xms4g`), so part of its RSS is that setting rather than need.
-- With 1 bot Horizon's tick is 3.3 times shorter walking and 4.5 times shorter exploring at equal work;
-  at 10 bots it is still shorter in both.
-- At equal exploring work Horizon's tick is about half of vanilla's at 10 and 25 bots.
-- When the bots only fly around spawn (`walk`), vanilla's tick hardly grows with players (16 to 20 ms from
-  1 to 50 bots) while Horizon's grows by about 0.5 ms per bot, so vanilla is ahead from about 20 bots: 16.0
-  against 20.7 ms at 25 and 20.5 against 31.4 ms at 50. Both keep 20 TPS up to 50.
-- With 100 bots vanilla's watchdog stops it in every pass, and Horizon keeps running at 9 to 11 TPS.
-
-### Where Horizon's walk tick goes at 25 bots
-
-Profiled on the ThinkPad with `perf` (the server thread, 20 s, self time):
-
-| Share | What | Whose |
-|---:|---|---|
-| 18 % | `Streaming::update`: every tick it walks all loaded columns and proto chunks and tests each against every player's area (unloading, dropping protos, finishing and decoration candidates), so the cost grows with players times chunks | streaming / engine tick |
-| 20 % | `PalettedContainer::get` and `World::block`, mostly from block entity ticks: on the Mac profile `tick_hoppers` looks up the block under every block entity in the loaded world each tick and compares names as strings, and spawners rebuild their display id | engine tick |
-| 8 % | `light_data` when a chunk is sent: the light layers were built twice per chunk; a follow-up commit on #623 builds them once and keeps each section's packed layers | server (this work) |
-| 7 % | encoding chunk sections and heightmaps for the chunks each bot newly sees | server |
-| 4 % | `Hub::tick` (moves, tracking) | server |
-| 2 % | the moved-wrongly collision check | server |
-
-The first two grow with the number of players but aren't specific to the server: they are the
-engine's tick and streaming, reported to perf-server-2. Before #623 and #649, encoding every chunk section
-once per player and waking each connection's writer thread once per packet cost more than everything above
-(at 50 walking bots the tick was 281 ms; see the earlier runs).
-
-## Earlier runs (same machine and method)
-
-- `run-1-before-chunk-cache.json`: before #623, with vanilla's locator bar on. Horizon's walk tick was
-  27.5, 40.7, 281 and 467 ms at 10, 25, 50 and 100 bots, and vanilla's 33.2 ms at 50 (the locator bar).
-- `run-2-chunk-cache.json`: Horizon with #623 only: 13.2, 23.5, 31.4 and 84.4 ms walking at 10 to 100
-  bots.
-
-## Files
-
-- `horizon.json`, `vanilla.json`: the walk and explore passes (vanilla with `locator_bar=false`).
-- `explore-equal-rate.json`: the explore pass at 0.8 blocks a second, both servers.
-- `run-1-before-chunk-cache.json`, `run-2-chunk-cache.json`: the earlier runs.
-
-To run it again (bots on another machine reached at `--connect`):
-
-    cargo build --release -p horizon-client --bin horizon-client -p horizon-server -p horizon-bots
-    python3 tools/server_bench.py --servers horizon,vanilla --bots 1,10,25,50,100 --behaviour walk,explore \
-        --gamerule locator_bar=false --nice 19 --bots-via 'ssh macmini' --bots-bin /path/to/horizon-bots \
-        --connect <this machine's address> --out results.json
-    python3 tools/server_bench.py --servers horizon,vanilla --bots 1,10,25 --behaviour explore \
-        --explore-speed 0.8 --gamerule locator_bar=false --nice 19 ... --out explore-equal-rate.json

benchmarks/server-equal-work-2026-10-17/explore-equal-rate.json

@@ -1,267 +0,0 @@
-{
-  "kind": "horizon-server-benchmark",
-  "date": "2026-10-17T05:47:12+00:00",
-  "machine": {
-    "system": "Linux",
-    "machine": "x86_64",
-    "cpus": 4
-  },
-  "commit": "",
-  "java": [
-    "openjdk 25.0.4.1 2026-08-18"
-  ],
-  "settings": {
-    "servers": "horizon,vanilla",
-    "bots": "1,10,25",
-    "behaviour": "explore",
-    "join_every": 1.0,
-    "warmup": 60,
-    "seconds": 300,
-    "seed": 12345,
-    "explore_speed": 0.8,
-    "gamerule": "locator_bar=false",
-    "heap": "4g",
-    "out": "/home/ludovic/scratch/sh2-bench5.json",
-    "nice": 19,
-    "bots_via": "ssh -o BatchMode=yes macmini",
-    "bots_bin": "/tmp/sh2-horizon-bots",
-    "connect": "100.72.51.8",
-    "properties": {
-      "level-seed": "12345",
-      "view-distance": "10",
-      "simulation-distance": "10",
-      "online-mode": "false",
-      "white-list": "false",
-      "gamemode": "creative",
-      "force-gamemode": "true",
-      "spawn-protection": "0",
-      "max-players": "200",
-      "difficulty": "easy",
-      "sync-chunk-writes": "true"
-    }
-  },
-  "runs": [
-    {
-      "server": "horizon",
-      "bots": 1,
-      "behaviour": "explore",
-      "start_seconds": 10.91,
-      "mspt": {
-        "average": 4.02,
-        "p50": 3.75,
-        "p95": 6.63,
-        "p99": 14.55
-      },
-      "mspt_worst_p99": 63.3,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 1392.42,
-        "max": 1746.1
-      },
-      "cpu_percent": 24.52,
-      "chunks_per_second": 1.69,
-      "unique_per_second": 1.34,
-      "forgotten_per_second": 1.62,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 1048,
-      "chunks_per_bot": {
-        "explore": 1048.0
-      },
-      "unique_chunks_per_bot": {
-        "explore": 952.0
-      },
-      "resent": 0,
-      "pulled_back": 0,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 1,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "vanilla",
-      "bots": 1,
-      "behaviour": "explore",
-      "start_seconds": 15.13,
-      "mspt": {
-        "average": 18.12,
-        "p50": 18.78,
-        "p95": 27.07,
-        "p99": 60.81
-      },
-      "mspt_worst_p99": 1397.6,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3397.31,
-        "max": 3430.2
-      },
-      "cpu_percent": 72.99,
-      "chunks_per_second": 1.69,
-      "unique_per_second": 1.38,
-      "forgotten_per_second": 1.62,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 1048,
-      "chunks_per_bot": {
-        "explore": 1048.0
-      },
-      "unique_chunks_per_bot": {
-        "explore": 952.0
-      },
-      "resent": 0,
-      "pulled_back": 0,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 1,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "horizon",
-      "bots": 10,
-      "behaviour": "explore",
-      "start_seconds": 11.12,
-      "mspt": {
-        "average": 13.49,
-        "p50": 12.09,
-        "p95": 24.81,
-        "p99": 40.9
-      },
-      "mspt_worst_p99": 101.4,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 1684.04,
-        "max": 2660.6
-      },
-      "cpu_percent": 89.04,
-      "chunks_per_second": 13.08,
-      "unique_per_second": 11.84,
-      "forgotten_per_second": 13.02,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 9277,
-      "chunks_per_bot": {
-        "explore": 927.7
-      },
-      "unique_chunks_per_bot": {
-        "explore": 889.9
-      },
-      "resent": 0,
-      "pulled_back": 3381,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 10,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "vanilla",
-      "bots": 10,
-      "behaviour": "explore",
-      "start_seconds": 14.84,
-      "mspt": {
-        "average": 29.18,
-        "p50": 26.76,
-        "p95": 43.02,
-        "p99": 80.16
-      },
-      "mspt_worst_p99": 425.5,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3609.51,
-        "max": 3791.6
-      },
-      "cpu_percent": 142.79,
-      "chunks_per_second": 13.1,
-      "unique_per_second": 11.88,
-      "forgotten_per_second": 13.12,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 9245,
-      "chunks_per_bot": {
-        "explore": 924.5
-      },
-      "unique_chunks_per_bot": {
-        "explore": 885.3
-      },
-      "resent": 0,
-      "pulled_back": 3388,
-      "moved_too_quickly": 6,
-      "moved_wrongly": 0,
-      "bots_joined": 10,
-      "bots_failed": [],
-      "tick_queries": 59
-    },
-    {
-      "server": "horizon",
-      "bots": 25,
-      "behaviour": "explore",
-      "start_seconds": 11.02,
-      "mspt": {
-        "average": 20.25,
-        "p50": 18.73,
-        "p95": 36.78,
-        "p99": 55.76
-      },
-      "mspt_worst_p99": 92.3,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 1782.26,
-        "max": 2741.9
-      },
-      "cpu_percent": 120.8,
-      "chunks_per_second": 32.22,
-      "unique_per_second": 28.89,
-      "forgotten_per_second": 32.19,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 23357,
-      "chunks_per_bot": {
-        "explore": 934.28
-      },
-      "unique_chunks_per_bot": {
-        "explore": 890.32
-      },
-      "resent": 0,
-      "pulled_back": 11580,
-      "moved_too_quickly": 0,
-      "moved_wrongly": 0,
-      "bots_joined": 25,
-      "bots_failed": [],
-      "tick_queries": 58
-    },
-    {
-      "server": "vanilla",
-      "bots": 25,
-      "behaviour": "explore",
-      "start_seconds": 14.54,
-      "mspt": {
-        "average": 37.04,
-        "p50": 34.77,
-        "p95": 49.42,
-        "p99": 101.67
-      },
-      "mspt_worst_p99": 735.2,
-      "tps": 20.0,
-      "rss_mb": {
-        "mean": 3815.46,
-        "max": 4202.0
-      },
-      "cpu_percent": 169.15,
-      "chunks_per_second": 32.34,
-      "unique_per_second": 28.93,
-      "forgotten_per_second": 32.31,
-      "waited_ticks_per_second": 0.0,
-      "chunks_total": 23306,
-      "chunks_per_bot": {
-        "explore": 932.24
-      },
-      "unique_chunks_per_bot": {
-        "explore": 886.96
-      },
-      "resent": 0,
-      "pulled_back": 11539,
-      "moved_too_quickly": 6,
-      "moved_wrongly": 0,
-      "bots_joined": 25,
-      "bots_failed": [],
-      "tick_queries": 59
-    }
-  ]
-}