Searching protocol for "linter loops"
Limit linter fixes to 3 strikes—avoid endless loops.
Orchestrate end-to-end code quality workflow.
Optimize AI agent environments.
Optimize Cursor IDE workflows.
Ensure Django app quality and security.
Run checks only — no AI reviews
Optimize Cursor IDE sessions.
Guide TDD cycles to ship reliable code
Ensure Django project quality and readiness.
Continuously improve code quality.
Ensure flawless builds and commits.
Implement features with automatic validation.