The entrepreneur always searches for change, responds to it, and exploit it as an OPPORTUNITY.

- Peter Drucker
Artifact Path Changes Are Contract Migrations artifact contracts artifact migrations governed workflows provenance retired behavior validation Jun 17, 2026

Some cleanup work looks small from the outside. A workflow has an artifact in the wrong format or folder. The fix appears to be: move it, rename it, and update the reference.

In a governed workflow, that is rarely enough.

If an artifact is written by automation, read by another step, validated by ...

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Prompt Guardrails Need Artifact Contracts artifact contracts audit review fail-closed validation governed workflows prompt guardrails Jun 15, 2026

Important review obligations should not live only as prompt instructions. When a review artifact controls whether work moves forward, the required reasoning needs to be visible in the artifact and checked before advancement.

Opening

The easiest governance mistake in an AI-assisted workflow is to c...

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