The Python AI Builder's Workbook - Vibe Coding

Stop reading about AI. Start building with it.
The Python AI Builder's Workbook is the hands-on guide for developers who want to ship real AI applications-not just experiment with chatbots. Every chapter includes a practical project. By the end, you'll have built and deployed actual AI systems.
What makes this different:
This isn't theory. It's a workbook. You'll use Claude Code as your AI pair programmer, connect to the best LLM APIs (OpenAI, Anthropic, Groq, and more), and deploy production-ready applications. Written for 2026-with the latest models, tools, and techniques.
What you'll learn:
How to use Claude Code to build 10x fasterChoosing the right LLM for each task (and why it matters)Building AI agents that use tools and browse the webCreating multi-agent systems that work togetherTesting AI applications properly (unit tests, evals, browser testing)Deploying to serverless, containers, or your own VPSProduction patterns: caching, rate limiting, fallbacks, security
What you'll build:
An LLM router that picks the best model automaticallyAI agents with memory and tool useA multi-agent content pipelineA complete AI application with React frontendProduction-ready APIs with monitoring
Who this is for:
Python developers who learn by doing. No AI experience required-just the willingness to build things. Whether you're adding AI to an existing project or starting something new, this workbook gets you there.
Includes: 15 chapters, 15 hands-on projects, 6 reference appendices (Claude Code commands, LLM API reference, Python libraries, prompt engineering cheat sheet, cost calculators, deployment checklists).
The developers building with AI right now are the ones who'll define the next decade of software. This book helps you become one of them.

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