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loopgain-ai/loopgain

An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents…

Owner
loopgain-ai (organization)
Stars
Stars: 126
Forks
Forks: 11
Language
Python
License
Apache-2.0
Created
2026
Topics
agent-orchestrationagenticagentic-aiai-agentsanthropicautogenclaudecontrol-theorycrewaidivergence-detection
Tier
Prototype (100 to 249 ★) What this tier means
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