AI Code Review in Your CI/CD Pipeline: Automating PR Reviews, Test Generation, and Bug Detection with LLMs

A practical engineering guide to integrating AI-powered code review into your development workflow. Covers tool comparison (CodeRabbit, Qodo, Ellipsis), building custom LLM review bots, automated test generation, and the architecture decisions that separate noisy toys from production-grade review systems.