Run SonarQube/SonarCloud against production code to surface Code Smells, Bugs, and Maintainability ratings - the maintainability lens rather than the security lens. Production-only scope via sonar.exclusions; test code is reviewed separately. Use when a team wants maintainability and technical-debt ratings gating PRs, or when an existing SonarQube project reports numbers nobody has tied to a quality gate.