Agent-Blackbox
p/agent-blackbox
git blame for AI agents — find who broke prod in 3s
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yuqiang@JEP

10d ago

Agent-Blackbox: git blame for AI agents – find who broke prod in 3s

I built Agent-Blackbox after losing a week debugging an 8-agent pipeline failure. Every agent pointed fingers at the next one, and logs were useless for tracing the actual decision chain.

What it does:

- Traces failures to the exact agent and decision point

- Reconstructs the full task-based-on chain across agents

yuqiang@JEP

9d ago

Agent-Blackbox - git blame for AI agents — find who broke prod in 3s

🔍 Agent Blame-Finder - Cryptographic blackbox for multi-agent systems. Find which agent messed up in 3 seconds. JEP/JAC IETF reference implementation. - hjs-spec/Agent-Blackbox