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AI in software development is often discussed as a coding story. But the bigger opportunity extends across the entire software development lifecycle.

Beyond Code Generation is a practical guide to understanding how AI can support software engineering from requirements and architecture through development, testing, code review, deployment, and operations.

Written for developers, tech leads, engineering managers, architects, and technology leaders, the book looks at where AI is genuinely useful, where human judgment still matters, and how teams can introduce AI into existing engineering workflows responsibly.

Along the way, you'll explore AI-assisted development, testing and quality engineering, AI-powered code review, AI agents, human-AI workflows, governance and guardrails, organizational adoption, and ways to measure the impact of AI on engineering.

The focus is practical rather than theoretical: how AI fits into the work software teams already do, how that work may change, and what organizations should consider as AI becomes more capable.

The goal is simple: move the conversation beyond generating more code and toward building better software with less friction across the entire lifecycle.

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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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