feat(observability): anchor native time to first token at the accepted wake (#19838)

## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - When someone messages an agent, the reply must start fast. The durable ownership plan (#19831) makes time to first token (TTFT) a hard invariant. > - Phase 0 of that plan records a TTFT baseline per adapter and environment, measured from the moment the message or wake is accepted. > - Today `task.time_to_first_token` starts at the wake comment, the answered question, or the run row's creation. A wake request that was accepted earlier (deferred, coalesced or retried) is not part of the measurement, and the span does not say which start it used. > - This pull request moves the start back to the earliest accepted input and names it on the span. > - The benefit is that the baseline and later budgets measure what the user waits for, with no new work before `turn.start`. ## Linked Issues or Issue Description Refs #19831 **What is the problem?** `task.time_to_first_token` does not include the time between an accepted wake request and the creation of its run row. It also does not record which input it started from. **What is the expected outcome?** The span starts at the earliest accepted input and carries an `anchor` attribute: `comment`, `question_response`, `wake_request` or `run_created`. **Why does it matter?** Phase 0 of the durable ownership plan sets TTFT budgets from this baseline. A start that skips queue time hides the latency that deferred wakes add. ## What Changed - `resolveNativeTimeToFirstTokenStart` (pure) in `native-run-trace.ts` picks the start and the anchor. `anchor` joins the closed span-attribute allowlist. - `readNativeRunWakeRequestedAtMs` reads `agent_wakeup_requests.requested_at` for the run. It never throws. - `native-session-executor.ts` calls it only after the first deliverable text, so it adds no wait before `turn.start`. The span now ends at the text commit time, not after the trace write. - Updated `doc/run-log-events.md` and `doc/observability.md`. ## Verification - `cd server && npx vitest run src/services/native-runtime/native-run-trace.test.ts src/services/native-runtime/native-run-wake-anchor.test.ts` (26 pass). - `cd server && npx vitest run src/services/native-runtime/native-session-executor.test.ts -t first` (41 pass). The existing TTFT test now asserts the anchor for each ingress. ## Risks - Low risk. This changes only the run-log and OTLP span. It is not Telemetry (AGENTS.md §5.7), and it does not change runtime behavior. - One indexed primary-key read per native dispatch, after the first text. A read failure drops the anchor and keeps the old start. - TTFT values can grow for deferred wakes. That is the intended correction. `startOffsetMs` can be negative when the wake request comes before the trace start. ## Model Used - Claude Opus 5.5 (`claude-opus-5-5`), via Claude Code with tool use and code execution. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [ ] All Paperclip CI gates are green - [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [ ] I will address all Greptile and reviewer comments before requesting merge 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5.5 <[email protected]>
2026-11-07 06:16:06 -10:00 · 2026-11-07 09:57:30 -06:00
1 parent 84908d176b
commit e2d490c61b
@@ -746,10 +746,17 @@ accepted ingress → queue → task.prepare → Runner startup → provider work
 └────────────────────── task.time_to_first_token ──────────────────────────────────┘
 ```

-The span starts at the native run trace's historical start:
-the accepted comment or attested question response when present, otherwise run
-creation from the queue span. Callers without preparation history start at native
-dispatch. The interval includes queueing, Core preparation, workspace preparation,
+The span starts at the earliest accepted input. The accepted comment or attested
+question response is the start only when its span is the earliest preparation span.
+A comment coalesced into an already-queued run starts after run creation, so that
+run starts at run creation from the queue span and reports `run_created`. The
+durable wake request's acceptance time replaces the start when it is earlier
+(deferred, coalesced and retried wakes). The `anchor` attribute (`comment`, `question_response`,
+`wake_request`, `run_created`) names which one. The wake request time is read
+after the first text in detached diagnostic work bounded to 2 s (PostgreSQL
+cancels a stalled read through a transaction-local `statement_timeout`), so it never adds a
+wait before `turn.start` and never delays event delivery. Callers without
+preparation history start at native dispatch and report `run_created`. The interval includes queueing, Core preparation, workspace preparation,
 Runner startup, provider latency, transport, and durable event ingestion. It ends
 in Core's commit callback, when the text is readable through the run-events API,
 using the Core clock rather than the provider event timestamp. Browser delivery
@@ -68,10 +68,19 @@ instance run log and add no first-party Telemetry or OpenTelemetry export.
 dispatch at the first newly committed deliverable text: assistant or reasoning
 `item.delta`/`item.completed`, a redaction tail released at completion, or an
 accepted run-result summary. Its
-`durationMs` starts at the native run trace's historical start (accepted ingress,
-otherwise queued run creation, or dispatch when history is absent) and ends at Core
-commit callback. `startOffsetMs` is zero, and `eventKind` is `agentMessage` or
-`reasoning`. It includes preparation and startup, but excludes browser
+`durationMs` starts at the earliest accepted input. The accepted comment or
+answered question is the start only when its span is the earliest preparation span.
+A comment coalesced into an already-queued run starts after run creation, so that
+run uses queued run creation. The durable wake request's `requested_at` replaces
+the start when it is earlier (deferred, coalesced and retried wakes). Without
+preparation history, the start is dispatch and the anchor is `run_created`. It ends at Core commit callback. `anchor` names the start:
+`comment`, `question_response`, `wake_request` or `run_created`. `startOffsetMs` is
+zero, or negative when a wake request precedes the run trace. `eventKind` is
+`agentMessage` or `reasoning`. The wake request time is read after the first text,
+in detached diagnostic work bounded to 2 s (a
+transaction-local `statement_timeout`, so PostgreSQL cancels a stalled read), so the measurement adds no wait before
+`turn.start` and never delays event delivery. The span can appear after later
+run-log rows; the trace settles it before `task.provider_session.measured`. It includes preparation and startup, but excludes browser
 delivery/rendering. This measures text availability, not an exact model token.
 Empty text, item starts, tools, usage, result proposals, and duplicate replay do
 not qualify. No deliverable text means no timing sample. A recovered dispatch can
@@ -10,6 +10,7 @@ import {
  nativeRunPreparationStarts,
  recordFailedSkillPreparation,
  recordNativeProviderPerformanceSpans,
+  resolveNativeTimeToFirstTokenStart,
  NATIVE_RUN_SPAN_EVENT_TYPE,
  NATIVE_RUN_TRACE_SCHEMA_VERSION,
 } from "./native-run-trace.js";
@@ -504,3 +505,102 @@ it.each(["start", "context", "attribute", "status", "end"])("keeps execution and
  expect(failedWork).toHaveBeenCalledOnce();
  for (const span of spans) expect(span.end).toHaveBeenCalledOnce();
 });
+
+describe("time to first token anchor", () => {
+  const prep = (name: string, startedAtMs: number) => ({
+    name, parentName: "task.provider_session", startedAtMs, endedAtMs: startedAtMs + 5,
+  });
+
+  it("falls back to run creation when no earlier accepted input is known", () => {
+    expect(resolveNativeTimeToFirstTokenStart({
+      traceStartedAtMs: 1_000, preparationSpans: [prep("heartbeat.queue", 1_000)], wakeRequestedAtMs: null,
+    })).toEqual({ startedAtMs: 1_000, anchor: "run_created" });
+  });
+
+  it("names the comment or answered question that already anchors the trace", () => {
+    expect(resolveNativeTimeToFirstTokenStart({
+      traceStartedAtMs: 900, preparationSpans: [prep("comment.to_run_created", 900)], wakeRequestedAtMs: 950,
+    })).toEqual({ startedAtMs: 900, anchor: "comment" });
+    expect(resolveNativeTimeToFirstTokenStart({
+      traceStartedAtMs: 800, preparationSpans: [prep("question_response.to_run_created", 800)], wakeRequestedAtMs: null,
+    })).toEqual({ startedAtMs: 800, anchor: "question_response" });
+  });
+
+  it("names run creation when a comment was coalesced into an already-queued run", () => {
+    expect(resolveNativeTimeToFirstTokenStart({
+      traceStartedAtMs: 1_000,
+      preparationSpans: [prep("heartbeat.queue", 1_000), prep("comment.to_run_created", 1_400)],
+      wakeRequestedAtMs: null,
+    })).toEqual({ startedAtMs: 1_000, anchor: "run_created" });
+  });
+
+  it("moves back to an earlier accepted wake request (deferred or coalesced wakes)", () => {
+    expect(resolveNativeTimeToFirstTokenStart({
+      traceStartedAtMs: 5_000, preparationSpans: [prep("heartbeat.queue", 5_000)], wakeRequestedAtMs: 2_000,
+    })).toEqual({ startedAtMs: 2_000, anchor: "wake_request" });
+  });
+
+  it("ignores invalid wake request times", () => {
+    for (const wakeRequestedAtMs of [Number.NaN, -1, 6_000]) {
+      expect(resolveNativeTimeToFirstTokenStart({
+        traceStartedAtMs: 5_000, preparationSpans: [], wakeRequestedAtMs,
+      })).toEqual({ startedAtMs: 5_000, anchor: "run_created" });
+    }
+  });
+
+  it("persists the anchor on the run-log span", async () => {
+    const events: AdapterRuntimeEvent[] = [];
+    const trace = createNativeRunTrace({
+      runId: "ttft-run", startedAtMs: 5_000,
+      traceContext: createRecordingTraceContext().traceContext,
+      onEvent: async (event) => { events.push(event); },
+    });
+    const start = resolveNativeTimeToFirstTokenStart({
+      traceStartedAtMs: trace.traceStartedAtMs, preparationSpans: [], wakeRequestedAtMs: 4_000,
+    });
+    await trace.record({
+      name: "task.time_to_first_token", parentName: "task.provider_session",
+      startedAtMs: start.startedAtMs, endedAtMs: 7_000, attributes: { eventKind: "agentMessage", anchor: start.anchor },
+    });
+    const span = events.find((event) => (event.payload as Record<string, unknown>)?.span === "task.time_to_first_token");
+    expect(span?.payload).toMatchObject({ durationMs: 3_000, startOffsetMs: -1_000, anchor: "wake_request", eventKind: "agentMessage" });
+  });
+});
+
+describe("deferred diagnostics", () => {
+  it("never blocks the caller and settles before the trace finishes", async () => {
+    const events: AdapterRuntimeEvent[] = [];
+    const trace = createNativeRunTrace({
+      runId: "deferred-run", startedAtMs: 1_000,
+      traceContext: createRecordingTraceContext().traceContext,
+      onEvent: async (event) => { events.push(event); },
+    });
+    let release!: () => void;
+    const gate = new Promise<void>((resolve) => { release = resolve; });
+    trace.defer(async () => {
+      await gate;
+      await trace.record({ name: "task.time_to_first_token", parentName: "task.provider_session", startedAtMs: 1_000, endedAtMs: 2_000 });
+    });
+    // Later work keeps flowing while the deferred read is pending.
+    await trace.record({ name: "response.first_nonempty_text", startedAtMs: 2_000, endedAtMs: 2_000 });
+    const span = (name: string) => events.some((event) => (event.payload as Record<string, unknown>)?.span === name);
+    expect(span("response.first_nonempty_text")).toBe(true);
+    expect(span("task.time_to_first_token")).toBe(false);
+    const finished = trace.finish("ok");
+    release();
+    await finished;
+    const names = events.map((event) => (event.payload as Record<string, unknown>)?.span);
+    expect(names.indexOf("task.time_to_first_token")).toBeGreaterThan(-1);
+    expect(names.indexOf("task.time_to_first_token")).toBeLessThan(names.indexOf("task.provider_session.measured"));
+  });
+
+  it("ignores a failed deferred diagnostic and work deferred after finish", async () => {
+    const trace = createNativeRunTrace({ runId: "deferred-fail", traceContext: createRecordingTraceContext().traceContext });
+    trace.defer(async () => { throw new Error("diagnostic failed"); });
+    await expect(trace.finish("ok")).resolves.toBeUndefined();
+    const late = vi.fn(async () => {});
+    trace.defer(late);
+    await Promise.resolve();
+    expect(late).not.toHaveBeenCalled();
+  });
+});
@@ -106,6 +106,58 @@ export function buildNativeHeartbeatPreparationSpans(input: {
  ];
 }

+/** Which accepted input `task.time_to_first_token` is measured from. */
+export type NativeTimeToFirstTokenAnchor =
+  | "question_response"
+  | "comment"
+  | "wake_request"
+  | "run_created";
+
+/**
+ * Resolve the start of `task.time_to_first_token`: the earliest accepted input
+ * that caused this run. A question answer or a wake comment is already a root
+ * historical span. Otherwise the run row's creation time is the fallback. A
+ * durable wake request accepted earlier (deferred, coalesced or retried wakes)
+ * moves the start back to that request, so queueing before the run row exists
+ * is part of the measured latency.
+ *
+ * Run-log only. The wake request time is read after the first deliverable
+ * text, never before `turn.start`.
+ */
+export function resolveNativeTimeToFirstTokenStart(input: {
+  traceStartedAtMs: number;
+  preparationSpans: readonly NativeRunHistoricalSpan[];
+  wakeRequestedAtMs: number | null;
+}): { startedAtMs: number; anchor: NativeTimeToFirstTokenAnchor } {
+  const ingress = input.preparationSpans.find(
+    (span) =>
+      span.name === "question_response.to_run_created" ||
+      span.name === "comment.to_run_created",
+  );
+  // The trace starts at the earliest preparation span. A comment coalesced
+  // into an already-queued run starts after run creation, so it names the
+  // start only when it is that earliest span.
+  const ingressIsStart = ingress !== undefined && ingress.startedAtMs <= input.traceStartedAtMs;
+  let anchor: NativeTimeToFirstTokenAnchor =
+    !ingressIsStart
+      ? "run_created"
+      : ingress.name === "question_response.to_run_created"
+        ? "question_response"
+        : "comment";
+  let startedAtMs = input.traceStartedAtMs;
+  const wakeAt = input.wakeRequestedAtMs;
+  if (
+    wakeAt !== null &&
+    Number.isFinite(wakeAt) &&
+    wakeAt >= 0 &&
+    wakeAt < startedAtMs
+  ) {
+    startedAtMs = wakeAt;
+    anchor = "wake_request";
+  }
+  return { startedAtMs, anchor };
+}
+
 export function nativeRunPreparationStarts(
  spans: NativeRunHistoricalSpan[],
  nowMs: number,
@@ -149,6 +201,7 @@ const NOOP_SPAN: SpanHandle = {

 const SAFE_NATIVE_RUN_SPAN_ATTRIBUTE_KEYS = new Set([
  "adapter",
+  "anchor",
  "bytesTransferred",
  "inputBytes", "toolSchemaBytes", "toolCount", "contextReused", "tokenDataAvailable",
  "connectionOwner",
@@ -496,7 +549,28 @@ export function createNativeRunTrace(input: {
    }
  };

+  /**
+   * Diagnostic work that must not block the caller (for example a read that
+   * anchors a span). It runs detached; `finish` settles it before the root
+   * span closes. The work must bound its own waits.
+   */
+  const pendingDiagnostics = new Set<Promise<void>>();
+  const defer = (work: () => Promise<void>): void => {
+    if (ended) return;
+    const pending: Promise<void> = Promise.resolve()
+      .then(work)
+      .catch(() => {
+        // Diagnostics cannot change runner control flow.
+      })
+      .finally(() => {
+        pendingDiagnostics.delete(pending);
+      });
+    pendingDiagnostics.add(pending);
+  };
+
  const finish = async (outcome: NativeRunSpanOutcome): Promise<void> => {
+    if (ended) return;
+    await Promise.all([...pendingDiagnostics]);
    if (ended) return;
    ended = true;
    const endedAtMs = Date.now();
@@ -528,6 +602,7 @@ export function createNativeRunTrace(input: {
    run,
    record,
    measure,
+    defer,
    finish,
  };
 }
@@ -0,0 +1,74 @@
+import { randomUUID } from "node:crypto";
+import { sql } from "drizzle-orm";
+import { afterAll, beforeAll, describe, expect, it } from "vitest";
+import { agentWakeupRequests, agents, companies, createDb, heartbeatRuns } from "@paperclipai/db";
+import {
+  getEmbeddedPostgresTestSupport,
+  startEmbeddedPostgresTestDatabase,
+} from "../../__tests__/helpers/embedded-postgres.js";
+import { readNativeRunWakeRequestedAtMs } from "./native-run-wake-anchor.js";
+
+const support = await getEmbeddedPostgresTestSupport();
+const describeEmbeddedPostgres = support.supported ? describe : describe.skip;
+
+describeEmbeddedPostgres("native run wake anchor against PostgreSQL", () => {
+  let database: Awaited<ReturnType<typeof startEmbeddedPostgresTestDatabase>> | null = null;
+  let db!: ReturnType<typeof createDb>;
+  let locker!: ReturnType<typeof createDb>;
+  const companyId = randomUUID();
+  const agentId = randomUUID();
+  const wakeupRequestId = randomUUID();
+  const runId = randomUUID();
+  const requestedAt = new Date("2026-11-07T10:00:00.000Z");
+
+  beforeAll(async () => {
+    database = await startEmbeddedPostgresTestDatabase("paperclip-wake-anchor-");
+    // One connection: a read left running after the timeout would starve the next query.
+    db = createDb(database.connectionString, { maxConnections: 1 });
+    locker = createDb(database.connectionString, { maxConnections: 2 });
+    await db.insert(companies).values({ id: companyId, name: "Anchor", issuePrefix: `A${companyId.slice(0, 6)}` });
+    await db.insert(agents).values({ id: agentId, companyId, name: "Anchor agent", role: "engineer", status: "idle", adapterType: "codex_local" });
+    await db.insert(agentWakeupRequests).values({ id: wakeupRequestId, companyId, agentId, source: "assignment", status: "claimed", requestedAt });
+    await db.insert(heartbeatRuns).values({ id: runId, companyId, agentId, wakeupRequestId, status: "running" });
+  }, 60_000);
+
+  afterAll(async () => {
+    await database?.cleanup();
+  });
+
+  it("reads requested_at through the run's wake request", async () => {
+    await expect(readNativeRunWakeRequestedAtMs(db, runId)).resolves.toBe(requestedAt.getTime());
+    await expect(readNativeRunWakeRequestedAtMs(db, randomUUID())).resolves.toBeNull();
+  });
+
+  it("cancels a blocked read on the server and returns its connection to the pool", async () => {
+    let release!: () => void;
+    const gate = new Promise<void>((resolve) => { release = resolve; });
+    let locked!: () => void;
+    const lockHeld = new Promise<void>((resolve) => { locked = resolve; });
+    const holder = locker.transaction(async (tx) => {
+      await tx.execute(sql`lock table agent_wakeup_requests in access exclusive mode`);
+      locked();
+      await gate;
+    });
+    try {
+      await lockHeld;
+      const startedAt = Date.now();
+      await expect(readNativeRunWakeRequestedAtMs(db, runId, 300)).resolves.toBeNull();
+      expect(Date.now() - startedAt).toBeLessThan(2_000);
+      // The lock is still held. The single pooled connection must already be free,
+      // and PostgreSQL must not still be waiting on the anchor read.
+      const probeStartedAt = Date.now();
+      const [probe] = await db.execute<{ ok: number }>(sql`select 1 as ok`);
+      expect(Number(probe?.ok)).toBe(1);
+      expect(Date.now() - probeStartedAt).toBeLessThan(1_000);
+      const waiting = await locker.execute<{ count: string }>(sql`
+        select count(*)::text as count from pg_stat_activity
+        where state = 'active' and wait_event_type = 'Lock' and query ilike '%agent_wakeup_requests%'`);
+      expect(Number(waiting[0]?.count ?? 0)).toBe(0);
+    } finally {
+      release();
+      await holder;
+    }
+  }, 20_000);
+});
@@ -0,0 +1,39 @@
+import { describe, expect, it } from "vitest";
+import type { Db } from "@paperclipai/db";
+
+import { readNativeRunWakeRequestedAtMs } from "./native-run-wake-anchor.js";
+
+function fakeDb(result: () => Promise<unknown[]>, statements: string[] = []): Db {
+  const chain = {
+    select: () => chain, from: () => chain, innerJoin: () => chain, where: () => chain,
+    limit: () => result(),
+    execute: async (query: { queryChunks?: unknown[] }) => { statements.push(JSON.stringify(query.queryChunks ?? query)); return []; },
+  };
+  return { transaction: async (fn: (tx: typeof chain) => Promise<unknown>) => fn(chain) } as unknown as Db;
+}
+
+describe("readNativeRunWakeRequestedAtMs", () => {
+  it("returns the wake request acceptance time under a transaction-local statement timeout", async () => {
+    const at = new Date("2026-11-07T10:00:00.000Z");
+    const statements: string[] = [];
+    await expect(readNativeRunWakeRequestedAtMs(fakeDb(async () => [{ requestedAt: at }], statements), "run", 250))
+      .resolves.toBe(at.getTime());
+    expect(statements.join(" ")).toContain("statement_timeout");
+    expect(statements.join(" ")).toContain("250ms");
+  });
+
+  it("returns null when the run has no wake request", async () => {
+    await expect(readNativeRunWakeRequestedAtMs(fakeDb(async () => []), "run")).resolves.toBeNull();
+  });
+
+  it("stops waiting at the timeout even before the database answers", async () => {
+    const pending = new Promise<unknown[]>(() => {});
+    const startedAt = Date.now();
+    await expect(readNativeRunWakeRequestedAtMs(fakeDb(() => pending), "run", 20)).resolves.toBeNull();
+    expect(Date.now() - startedAt).toBeLessThan(1_000);
+  });
+
+  it("never throws: a read failure only drops the diagnostic anchor", async () => {
+    await expect(readNativeRunWakeRequestedAtMs(fakeDb(async () => { throw new Error("db down"); }), "run")).resolves.toBeNull();
+  });
+});
@@ -0,0 +1,56 @@
+import { agentWakeupRequests, heartbeatRuns, type Db } from "@paperclipai/db";
+import { eq, sql } from "drizzle-orm";
+
+/** A slow database never holds this diagnostic longer than this. */
+export const NATIVE_RUN_WAKE_ANCHOR_READ_TIMEOUT_MS = 2_000;
+
+/**
+ * When the durable wake request that created this run was accepted, in epoch
+ * milliseconds. Diagnostic only: it anchors `task.time_to_first_token` to the
+ * accepted input. Callers run it detached after the first deliverable text, so
+ * it never adds a wait before `turn.start` or to event delivery.
+ *
+ * The read is bounded on both sides. PostgreSQL cancels the statement at
+ * `timeoutMs` (a transaction-local `statement_timeout`, which also covers lock
+ * waits), so a stalled read does not keep a shared connection busy after the
+ * caller stops waiting. The caller also stops waiting at `timeoutMs`, which
+ * covers a wait for a pool connection. Any failure returns null.
+ */
+export async function readNativeRunWakeRequestedAtMs(
+  db: Db,
+  runId: string,
+  timeoutMs = NATIVE_RUN_WAKE_ANCHOR_READ_TIMEOUT_MS,
+): Promise<number | null> {
+  const boundedMs = Math.max(1, Math.floor(timeoutMs));
+  let timer: ReturnType<typeof setTimeout> | undefined;
+  const timeout = new Promise<null>((resolve) => {
+    timer = setTimeout(() => resolve(null), boundedMs);
+    timer.unref?.();
+  });
+  try {
+    return await Promise.race([readWakeRequestedAtMs(db, runId, boundedMs), timeout]);
+  } finally {
+    if (timer) clearTimeout(timer);
+  }
+}
+
+async function readWakeRequestedAtMs(db: Db, runId: string, timeoutMs: number): Promise<number | null> {
+  try {
+    return await db.transaction(async (tx) => {
+      await tx.execute(sql`select set_config('statement_timeout', ${`${timeoutMs}ms`}, true)`);
+      const [row] = await tx
+        .select({ requestedAt: agentWakeupRequests.requestedAt })
+        .from(heartbeatRuns)
+        .innerJoin(
+          agentWakeupRequests,
+          eq(agentWakeupRequests.id, heartbeatRuns.wakeupRequestId),
+        )
+        .where(eq(heartbeatRuns.id, runId))
+        .limit(1);
+      const at = row?.requestedAt?.getTime();
+      return typeof at === "number" && Number.isFinite(at) ? at : null;
+    });
+  } catch {
+    return null;
+  }
+}
@@ -139,6 +139,9 @@ vi.mock("../usage-receipts.js", async (importOriginal) => ({
  createRunUsageRecorder: usageRecorder.create,
 }));

+const wakeAnchor = vi.hoisted(() => ({ read: vi.fn(async (_db: unknown, _runId: string): Promise<number | null> => null) }));
+vi.mock("./native-run-wake-anchor.js", () => ({ readNativeRunWakeRequestedAtMs: wakeAnchor.read }));
+
 vi.mock("./native-usage-delivery.js", () => ({
  createNativeUsageDelivery: vi.fn(async () => ({ capture: async () => undefined })),
 }));
@@ -8826,7 +8829,9 @@ describe("native resumed preparation timing", () => {
      const ttft = events.filter((event) => event.payload?.span === "task.time_to_first_token");
      expect(ttft).toHaveLength(1);
      expect(ttft[0]?.payload).toMatchObject({ parentSpan: "task.provider_session", startOffsetMs: 0,
-        durationMs: ingress === "native_dispatch" ? 500 : 4_500, eventKind: "agentMessage", outcome: "ok" });
+        durationMs: ingress === "native_dispatch" ? 500 : 4_500, eventKind: "agentMessage", outcome: "ok",
+        anchor: ingress === "comment.to_run_created" ? "comment"
+          : ingress === "question_response.to_run_created" ? "question_response" : "run_created" });
      expect(events.find((event) => event.payload?.span === "provider.time_to_first_agent_event")?.payload)
        .toMatchObject({ parentSpan: "agent.turn", eventKind: "agentMessage" });
      expect(JSON.stringify(ttft)).not.toContain("first text");
@@ -8834,6 +8839,41 @@ describe("native resumed preparation timing", () => {
    },
  );

+  it("anchors first-token timing at an earlier durable wake request without blocking later events", async () => {
+    const startedAtMs = Date.now() - 5_000;
+    const events: AdapterRuntimeEvent[] = [];
+    const clock = vi.spyOn(Date, "now").mockReturnValue(startedAtMs + 4_000);
+    let answerRead!: (value: number) => void;
+    wakeAnchor.read.mockImplementationOnce(() => new Promise<number>((resolve) => { answerRead = resolve; }));
+    const event = (eventType: string, payload: Record<string, unknown>) => ({
+      eventType, payload, itemId: "message", emittedAt: new Date(startedAtMs + 2_000).toISOString(),
+    }) as PrpEvent;
+    state.execute.mockReset().mockImplementationOnce(async () => {
+      for (const candidate of [event("turn.submitted", {}), event("turn.started", {})]) await accountingEvents.committed!(candidate);
+      clock.mockReturnValue(startedAtMs + 4_500);
+      await accountingEvents.committed!(event("item.delta", { kind: "agentMessage", text: "first text" }));
+      // The anchor read is still pending; later events are not held behind it.
+      await accountingEvents.committed!(event("item.delta", { kind: "agentMessage", text: "later text" }));
+      expect(events.some((candidate) => candidate.payload?.span === "task.time_to_first_token")).toBe(false);
+      answerRead(startedAtMs - 2_000);
+      return { result: { summary: "cancelled" }, terminal: { runTerminalState: "cancelled" },
+        turnId: "turn", normalizedSessionId: "session", providerSessionId: null,
+        driverKind: "test", driverVersion: "1", nativeEventCount: 1, highestContiguousSourceSeq: 1 };
+    });
+    try {
+      await executePaperclipNativeSession({
+        db: leaseDb(), execution, runnerInstanceId: "runner",
+        preparationSpans: [{ name: "heartbeat.queue", startedAtMs, endedAtMs: startedAtMs + 100 }],
+        onEvent: async (event) => { events.push(event); },
+      });
+    } finally { clock.mockRestore(); }
+    expect(wakeAnchor.read).toHaveBeenCalledWith(expect.anything(), execution.binding.runId);
+    const ttft = events.filter((event) => event.payload?.span === "task.time_to_first_token");
+    expect(ttft).toHaveLength(1);
+    expect(ttft[0]?.payload).toMatchObject({ parentSpan: "task.provider_session", startOffsetMs: -2_000,
+      durationMs: 6_500, anchor: "wake_request", eventKind: "agentMessage" });
+  });
+
  it.each([
    ["item.delta", { kind: "reasoning", text: "thinking" }, "reasoning"],
    ["item.completed", { kind: "reasoning", text: "thought" }, "reasoning"],
@@ -284,11 +284,13 @@ import {
  isNativeRunRootHistoricalSpan,
  nativeRunPreparationStarts,
  recordNativeProviderPerformanceSpans,
+  resolveNativeTimeToFirstTokenStart,
  type NativeRunHistoricalSpan,
  type NativeRunSpanScope,
  type NativeRunTrace,
 } from "./native-run-trace.js";
 import { createNativeHarnessBackupStamp } from "./native-harness-backup-stamp.js";
+import { readNativeRunWakeRequestedAtMs } from "./native-run-wake-anchor.js";
 import { noteNativeRunnerEvidence } from "./native-runner-evidence-signal.js";
 import { removeNativeHarnessBackup } from "./native-harness-backup-cleanup.js";
 import { registerLiveRunnerGoalController } from "../runner-goal-control-broker.js";
@@ -10206,12 +10208,21 @@ async function executePaperclipNativeSessionWithinScope(
          firstTokenRecorded = true;
          const textAt = Date.now();
          await trace.record({name:"response.first_nonempty_text",parentName:"native.session.execute",startedAtMs:textAt,endedAtMs:textAt});
+          // Detached: the anchor read never delays this event, later events,
+          // or turn.start (invariant 8). The trace settles it at finish.
+          trace.defer(async () => {
+            const ttftStart = resolveNativeTimeToFirstTokenStart({
+              traceStartedAtMs: trace.traceStartedAtMs,
+              preparationSpans,
+              wakeRequestedAtMs: await readNativeRunWakeRequestedAtMs(input.db, input.execution.binding.runId),
+            });
            await trace.record({
              name: "task.time_to_first_token",
              parentName: "task.provider_session",
-            startedAtMs: trace.traceStartedAtMs,
-            endedAtMs: Date.now(),
-            attributes: { eventKind: textKind },
+              startedAtMs: ttftStart.startedAtMs,
+              endedAtMs: textAt,
+              attributes: { eventKind: textKind, anchor: ttftStart.anchor },
+            });
          });
        }
        await observeAccountingEvent(event);