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Library / SDK Agents & OrchestrationObservability & Evaluation

Burr

1State 2machine 3framework 4for 5AI 6apps

the six Ws · specification

W1 Who

Maintained by DAGWorks Inc.

W2 What

Models AI applications and agents as explicit, observable state machines.

W3 Where

A Python library with a tracking UI.

W4 When

Reach for it when modeling agents as debuggable state machines.

W5 Why

Observable, debuggable stateful application graphs.

W6 With

Python, LLM providers, and optional telemetry.

W7 Watch

Startup-maintained; BSD/open-source library plus an optional cloud (open-core). Runs locally.

State-machineAgentsPythonObservability

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.