People/loopgain-ai

LoopGain

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Cost control for AI agent loops. Stops each loop once it's converged, rolls back before it degrades. Open-source, Apache-2.0, framework-agnostic.

Canada

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Python

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loopgain-ai/

loopgain

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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, and Claude Agent SDK; raw API for custom stacks.

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