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[PR #2604] [MERGED] docs(langsmith): add agent server runtime architecture #2586

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opened 2026-02-17 17:23:34 -05:00 by yindo · 0 comments
yindo commented 2026-02-17 17:23:34 -05:00
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📋 Pull Request Information

Original PR: https://github.com/langchain-ai/docs/pull/2604
Author: @hinthornw
Created: 2/11/2026
Status: ✅ Merged
Merged: 2/11/2026
Merged by: @hinthornw

Base: main ← Head: wfh/agent-server-runtime-architecture

📝 Commits (1)

  • 877ae1d docs(langsmith): add runtime architecture section to agent server docs

📊 Changes

3 files changed (+42 additions, -0 deletions)

View changed files

📝 src/langsmith/agent-server-scale.mdx (+4 -0)
📝 src/langsmith/agent-server.mdx (+36 -0)
📝 src/langsmith/data-plane.mdx (+2 -0)

📄 Description

Summary

  • Adds a "Runtime architecture" section to agent-server.mdx covering container architecture (API servers vs queue workers), run execution lifecycle, and graph loading/compilation behavior
  • Expands the autoscaling section in data-plane.mdx to explain how API servers and queue workers scale on different signals
  • Adds a cross-link tip in agent-server-scale.mdx pointing readers to the runtime architecture overview

Context

Forward-deployed engineers had questions about container lifecycle, concurrency, graph compilation, and scaling that weren't covered in the public docs. All claims verified against the langgraph-api codebase.

Test plan

  • Verify MDX renders correctly in Mintlify preview
  • Confirm internal links resolve (especially anchor links to #runtime-architecture and #autoscaling)
  • Review prose for accuracy against langgraph-api source

🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.

## 📋 Pull Request Information **Original PR:** https://github.com/langchain-ai/docs/pull/2604 **Author:** [@hinthornw](https://github.com/hinthornw) **Created:** 2/11/2026 **Status:** ✅ Merged **Merged:** 2/11/2026 **Merged by:** [@hinthornw](https://github.com/hinthornw) **Base:** `main` ← **Head:** `wfh/agent-server-runtime-architecture` --- ### 📝 Commits (1) - [`877ae1d`](https://github.com/langchain-ai/docs/commit/877ae1dd5d79df6dfbc6b165e25c418f7f7d4c29) docs(langsmith): add runtime architecture section to agent server docs ### 📊 Changes **3 files changed** (+42 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `src/langsmith/agent-server-scale.mdx` (+4 -0) 📝 `src/langsmith/agent-server.mdx` (+36 -0) 📝 `src/langsmith/data-plane.mdx` (+2 -0) </details> ### 📄 Description ## Summary - Adds a "Runtime architecture" section to `agent-server.mdx` covering container architecture (API servers vs queue workers), run execution lifecycle, and graph loading/compilation behavior - Expands the autoscaling section in `data-plane.mdx` to explain how API servers and queue workers scale on different signals - Adds a cross-link tip in `agent-server-scale.mdx` pointing readers to the runtime architecture overview ## Context Forward-deployed engineers had questions about container lifecycle, concurrency, graph compilation, and scaling that weren't covered in the public docs. All claims verified against the langgraph-api codebase. ## Test plan - [ ] Verify MDX renders correctly in Mintlify preview - [ ] Confirm internal links resolve (especially anchor links to `#runtime-architecture` and `#autoscaling`) - [ ] Review prose for accuracy against langgraph-api source --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
yindo added the pull-request label 2026-02-17 17:23:34 -05:00
yindo closed this issue 2026-02-17 17:23:34 -05:00
yindo changed title from [PR #2604] docs(langsmith): add agent server runtime architecture to [PR #2604] [MERGED] docs(langsmith): add agent server runtime architecture 2026-06-05 18:19:31 -04:00
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Reference: langchain-ai/docs#2586
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