LoopGain Cuts AI Agent Loop Costs by 93% with Real‑Time Convergence Stopping
LoopGain is an open‑source Python library that monitors iterative AI workflows and halts them the moment they converge, rolling back to the best output. In a 2,000‑trial benchmark it slashed API spend by 92.8% (≈15× faster) while preserving output quality, and it plugs into LangChain, CrewAI, AutoGen and other agent frameworks.