Implementation

• Test-driven development, conventional commit history, and branch-per-change workflow are required, not optional.
• Code quality is gated by automated linting, type checking, and test baselines; no change merges that regresses the baseline.
• Performance-critical paths are identified early and isolated so they can be optimized without destabilizing the broader system.