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agent-debugging

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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.

  • Updated Jan 22, 2026
  • Python
agenticstash

Deterministic record and replay for agent runs. A zero-runtime-dependency TypeScript library and CLI that captures every source of non-determinism an agent touches (model output, tools, MCP, clock, randomness) and replays it exactly, with fork, diff, a tamper-evident seal, and redaction.

  • Updated Jul 13, 2026
  • HTML

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