GitHub - 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

An open-source cost controller for AI agent loops. AI agent loops waste time and money when they don't know when to stop. LoopGain measures the loop in real time and stops it the moment it has actually converged — and rolls back before it degrades — instead of running to a fixed max_iterations cap. Benchmark — 2,000 paired trials across 10 workload cells (run it yourself): 92.8% less API spend tha

[nguyen-oi]

API課金死にを防ぐために制御理論でエージェントのループを自動で賢く打ち切るの、普通に実用的だし賢いな