Agent-Blackbox

Agent-Blackbox installs a cryptographic "black box" into your multi-agent system. It automatically records every agent's decision, signs it, and links the causality chain. When something breaks, a single command gives you a complete blame chain analysis in 3 seconds — pinpointing exactly which agent's decision caused the failure. Say goodbye to manual log hunting and endless finger-pointing.