## Lesson — Following ADR-027, autonomous self-healing systems

**Tags:** architecture, automation

Following ADR-027, autonomous self-healing systems should downgrade rule severity (e.g., error to warning) rather than deleting them. This preserves architectural history and intent while resolving immediate developer friction from noisy rules.
