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Why it matters: Why do AI agents fail, and how do you fix them? Learn the 5 failure families, real incidents, and a 7 step debugging routine with code.

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Why it matters: Skip this step and risk fines, lawsuits, and headlines. Learn how to run an AI risk assessment before deployment in 7 steps, with code and a risk calculator.

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Why it matters: Learn how to build a prompt library for your team with templates, testing, versioning, and governance. Includes working code, a seven-step plan, real cases.

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Why it matters: Learn how to measure developer productivity gains from AI coding tools with baselines, SPACE and DORA metrics, and evidence from real studies.

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Why it matters: Learn how to create an AI roadmap for a mid-sized company: score use cases, set budgets and governance gates, and run a pilot that scales.

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