A governed workflow can block premature execution and still record a lie. When durable state says you have reached the next stage while a human gate is still pending, dispatch protection alone is not enough. The fix is to align three truths: the recorded lifecycle stage, the gate status, and who is ...

When an operational command feels broken, the safe fix usually improves what it reports and how it behaves — not the validation or the state machine underneath it.

The problem

A command that operators run early in a governed workflow felt broken. The complaints were real, but they were about exper...

When an automated workflow writes new durable state, the next step should usually be to re-read that state and let the normal classifier decide what is legal now. Direct shortcuts are tempting, especially when the code change looks small. They also tend to bypass the very contract that makes the wor...