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This book provides software engineering teams with the frameworks, tools, and practices needed to safely adopt, verify, test, secure, govern, and operate code produced or substantially assisted by generative AI systems. It covers the complete software lifecycle from requirements through retirement, with working examples, realistic pipelines, language-specific guidance, security analysis, organizational policies, CI/CD integration, and a practical end-to-end adoption blueprint. The book assumes working knowledge of software development and testing but does not assume AI or machine learning expertise. Every chapter is grounded in current evidence rather than vendor marketing or speculation.

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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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