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feat: MemoryNamespaceLeakAdvisor (HITL bands) - #279

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cursor[bot] merged 1 commit into
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cursor/a1019-memory-namespace-leak
Oct 19, 2026
Merged

cursor[bot] merged 1 commit into
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cursor/a1019-memory-namespace-leak

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Summary

Adds offline HITL MemoryNamespaceLeakAdvisor for leak_ratio bands.

Gap closed

LangGraph/CrewAI/AutoGen memory-namespace leak monitors. Distinct from BlackboardLeaseThrashAdvisor / WorkerStarvationBandAdvisor.

Stack

Optional later polish via GPT-5.5 / Claude Sonnet 4.6 / Gemini 3.x / Kimi K2.

Docs

  • Guide: docs/guides/MEMORY_NAMESPACE_LEAK_ADVISOR_GUIDE.md
  • Demo GIF: assets/demo/memory-namespace-leak.gif

Suggested repo description / topics

  • Description: Multi-bot agentic runtime with HITL consensus, tool quotas, and multi-LLM adapters (GPT-5.5 / Claude Sonnet 4.6 / Gemini 3.x / Kimi K2)
  • Topics: multi-agent, hitl, langgraph, crewai, llm-adapters

Test plan

  • local ruff + pytest
  • CI green before merge
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Co-authored-by: shunqil <shunqil@usc.edu>
@cursor
cursor Bot marked this pull request as ready for review October 19, 2026 16:09
@cursor
cursor Bot merged commit 5f2086d into main Oct 19, 2026
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@cursor
cursor Bot deleted the cursor/a1019-memory-namespace-leak branch October 19, 2026 16:32
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