Overview

top treating AI output as magic. Start treating it as a liability you must manage. Most organizations are falling into the Vibe Trap: the dangerous habit of mistaking fluent, confident AI responses for competence. The result isn't productivity; it's Agency Debt-the accumulation of work you own but no longer understand, audit, or control. Blueprints, Not Vibes is the antidote to the reckless adoption of Generative AI. It moves beyond superficial ""prompt engineering"" to Agentic Design: the rigorous practice of building workflows that preserve human comprehension and control. This book provides the operational frameworks missing from the current AI debate: The Agency Triangle: Why ""human in the loop"" is a myth if you lack comprehension, control, and commitment. The Agency Blueprint: A signature artifact that turns vague intent into inspectable, critiqueable plans. The Agency Ladder: A framework to deliberately choose levels of autonomy-from drafting to execution-rather than drifting into abdication. Verification Design: How to build audit paths that turn ""it looks good"" into ""it is correct."" From software engineering and operations to policy and education, this book argues that speed without structure is a trap. It offers a practical path to using powerful tools without surrendering the skills and judgments that make work meaningful. Don't abdicate. Design.

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