Apr 23, 2026 — 11 min — Systems Notes
State Machines in Python: from xstate-python to LangGraph
Why an agent harness re-fired a half-finished tool after a worker restart, the four Python libraries that solve different parts of the problem, and a concrete contribution roadmap for xstate-python.