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Build a real AI product, not another toy prompt script. This book takes you from a bare Python CLI to a full quiz engine with schema-validated AI output, robust error handling, persistence, PDF worksheet export, and a Django web app on top of the same reusable core. Along the way, you’ll design clean module boundaries, tame unpredictable model responses with strict data contracts, and ship features chapter by chapter like an actual engineering team. If you like APIs, automation, practical architecture, and seeing elegant code turn into something people can use, this is your

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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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