yuqiang@JEP

yuqiang@JEP

shutup-mcpshutup-mcp
Creator of JEP

Forums

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

1d 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
yuqiang@JEP

3d ago

shutup-mcp - Zero-config MCP proxy that hides 99% of tools

Zero-config MCP proxy that shows agents only the tools they actually need — 98% token reduction, no API keys. - hjs-spec/shutup-mcp