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divergence-detection

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loopgain-ai / loopgain

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Barkhausen stability monitor for AI agent loops. Real-time loop-gain (Aβ) detection of convergence, stalling, oscillation, and divergence — with best-so-far rollback and ETA prediction. Pre-built adapters for LangGraph, CrewAI, AutoGen; drop-in via the raw API for Claude Agent SDK and custom agentic stacks.

python feedback-loop control-theory ai-agents claude autogen loop-detection early-stopping barkhausen llm anthropic agentic crewai langgraph agentic-ai agent-orchestration divergence-detection infinite-loop-detection stability-monitor verify-revise
  • Updated May 18, 2026
  • Python

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