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This book is for software engineers who want to review code with precision, confidence, and judgment. It traces the evolution of code review from formal inspections to modern pull requests, explains what makes software maintainable and secure, and provides systematic guidance for reviewing everything from unit tests to distributed systems architectures. The second half addresses the arrival of AI coding assistants: how they transform review workflows, what new risks they introduce, how to detect hallucinations and subtle bugs in AI-generated code, and how organizations can govern responsible AI-assisted development. Every chapter includes production-quality examples, real-world scenarios, decision frameworks, and industry best practices drawn from open-source projects and leading technology companies.

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Kick off your book project, get started with GhostAI, get better at marketing, or spend the day doing all three! Free live workshops on Zoom. Saturday, June 27, 2026.

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