Observability and influence tracing infrastructure for multi-agent AI systems.
ChainWatch is a flight data recorder for multi-step AI systems. It's a CLI-based tool that records every step in an AI decision chain, links them together in order, prevents tampering, and allows you to verify the chain's integrity and replay the full decision flow.
🔍 AI observability & tracing for LLMs and agents. 🤖📊
Just wanna know what on earth pi is doing with all the LLM calls but too lazy to get out of terminal, so told pi to make this
Practical considerations for "embedded" AI traceability in the Atlassian eco-system of products.
Tracing backward can recover source structure without undoing the trajectory that made the trace possible.
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