C

Chronicle

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Record-and-replay for agent decision graphs. Chronicle captures LLM calls, tool invocations, and routing as immutable Envelopes so you can turn a production failure into a committed regression test and re-run your fix without live LLM calls.

Quick start

pip install agent-chronicle
@boundary Envelope Cut-point replay

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T

TokenOps

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Run-aware token governance for multi-agent systems. A control plane + SDK that registers each run, shares one ledger across agent processes, and enforces policies in-path — halt, mutate, or inject — before the next model, tool, or delegation call. Gateways see requests; TokenOps governs the full run.

Quick start

pip install agent-tokenops
make run   # control plane :7700 + Admin/Dashboard
Run-aware governance Control plane Shared ledger

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Have a use case in mind?

Everything we ship is open source. Reach out on LinkedIn or explore the repos on GitHub.