## Lesson — Explicitly separate deterministic, logic-based enforcement

**Tags:** architecture, ai, linting

Explicitly separate deterministic, logic-based enforcement from AI-powered suggestions to ensure consistent behavior in CI pipelines. This prevents "vibes-based" failures and maintains developer confidence in automated security or architectural gates.
