Overview
To maintain high code quality while using AI tools like GitHub Copilot, teams must combine automation with clear standards and human oversight.
Best Practices
- Review AI suggestions carefully: Never auto-accept without understanding
- Apply project-specific linting and formatting rules
- Use automated testing and CI pipelines to catch regressions
- Write prompts clearly to get more accurate output
- Refactor AI-generated code to align with architectural patterns
Human Responsibility
AI can accelerate development but cannot replace judgment. Code quality depends on context, goals, and maintainability—all areas where humans are essential.
Related Context
