The entrepreneur always searches for change, responds to it, and exploit it as an OPPORTUNITY.
- Peter Drucker
Artifact Path Changes Are Contract Migrations
Jun 17, 2026
Continue Reading...
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 ...
Prompt Guardrails Need Artifact Contracts
Jun 15, 2026
Continue Reading...
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...