Part 3B: AI Code Review & Automated Quality Gates in CI/CD

Answer-first: Relying solely on foundation models for code review produces noisy, non-deterministic commentary that frustrates developers. A production AI Code Review Pipeline integrates deterministic AST linters (Semgrep) for syntax invariants with a Multi-Agent LLM-as-a-Judge consensus tier emitting standardized SARIF (Static Analysis Results Interchange Format) reports, slashing Pull Request review lead times from 28.4 hours to 2.1 hours. 📖 Bản tiếng Việt (Vietnamese Edition) | ← Series Hub | Next Chapter: Part 4: AI-Assisted Legacy Code Refactoring → ...