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

- Peter Drucker
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.

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

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