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Codingbuddy acts as a single source of truth for AI coding rules, ensuring that all AI tools like Cursor, Claude Code, and GitHub Copilot adhere to the same coding standards. It eliminates vendor lock-in by providing AI-agnostic rules, allowing teams to maintain consistent code quality and development practices regardless of which AI assistant is being used. This promotes a structured development cycle (PLAN → ACT → EVAL) and centralizes rule management.