12-factor-guidelineslisted

# Twelve-Factor Guidelines Apply twelve-factor principles when designing, reviewing, or refactoring an operational service. ## Workflow 1. Identify the service boundary, deployment model, backing services, and runtime constraints. 2. Read [the complete guidelines](references/GUIDELINES.md). 3. Evaluate all twelve factors, recording which factors apply and any justified exceptions. 4. Recommend the smallest changes that improve portability, disposability, observability, and environment parity. 5. Implement the changes you recommended. aidd decides whether this run may write — a review-only run forbids edits outright, turning this step into proposing them. 6. Validate implemented changes with the repository's own quality and deployment gates. ## Output Report satisfied factors, gaps, proposed or completed changes, exceptions, and validation evidence.