Hephaestus Cycle (The Artificer's Loop)

Preventing architectural drift requires a dissonance scanning, impact simulation, and controlled implementation workflow. This enforces Aesthetic/Logic Score thresholds and shadow-logging to reduce entropy-driven failures during high-stakes code changes.

Blast radius analysis is an impact simulation technique that maps potential failure points by checking cross-references against codebase documentation. It evaluates architectural entropy to ensure changes meet specific logic score thresholds before implementation.

Detect entropy and potential failure points by running dissonance scanning with grep patterns. This scan identifies gaps, ambiguity, and architectural entropy while validating findings against trunk, ruff, and link sentinel tools to ensure structural integrity.

Yes, this code quality workflow requires SELT shadow-logging with UIP-V15 provenance tracking. This ensures post-mortem integrity by maintaining a verifiable record of architectural changes during the controlled implementation phase.

You should avoid automated architecture validation loops when changes are low-stakes or require rapid, exploratory iteration. The strict Aesthetic/Logic Score thresholding and multi-stage scanning add significant processing overhead designed specifically for high-stakes modifications.