The Python Edition — Intentional AI collaboration for programmers
This book explores intentional prompting—a deliberate approach to AI collaboration that builds understanding, not just output. Rather than delegating tasks to AI and accepting whatever it produces, intentional prompting focuses on engaging AI in genuine conversation where you remain the architect of the outcome.
While the methodology is applied to software development, the core philosophy—Conversation, Not Delegation—works in any domain where you collaborate with AI.
The book is organized into the following sections:
- Part I: The Philosophy - The core distinction between delegation and conversation, with definitions of key terms
- Part II: Foundations - Core concepts of intentional prompting and the human-AI partnership
- Part III: Methodology - The six-step programming methodology adapted for AI collaboration
- Part IV: Patterns & Practices - Effective prompting patterns and practical coding examples
- Part V: Advanced Topics - Scaling to complex projects and future directions
Throughout the book, examples are provided in both programming and business contexts, reinforcing that these principles apply wherever you work with AI.
This book is part of a comprehensive series for mastering modern software development in the AI era:
- Converse Python, Partner AI (this book): The Python Edition — Intentional AI collaboration for programmers
- Think Python, Direct AI: Computational Thinking for Beginners
- Code Python, Consult AI: Python Fundamentals for the AI Era
- Ship Python, Orchestrate AI: Professional Python in the AI Era
- Build Web, Guide AI: Business Web Development with AI
This book is being developed as a Quarto project, with content written in Markdown format.
Book content is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0 International). Original code examples and accompanying software are licensed under the MIT License.
These grants cover material the author has authority to license. Separately credited third-party material retains its stated terms. Give appropriate credit, link the content licence and indicate changes; retain the MIT notice when reusing code.
See LICENSE, LICENSE-CONTENT.md and LICENSE-CODE.md for scope and full terms.
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This book is part of the books.borck.education series. Publishing (PDF, EPUB, llm.txt, chatbot, cover generation) is handled by the book-publisher repo.
| Path | Purpose |
|---|---|
index.qmd |
Preface (landing page) |
_quarto.yml |
HTML-only Quarto config |
cover.png |
Cover image |
copyright-page.tex |
Copyright page for PDF |
pdf-header.tex |
LaTeX header for PDF |
epub-styles.css |
EPUB styles |
notes/ |
Working notes, outlines, planning docs (not published) |
rag-documents/ |
Generated RAG chunks for chatbot |
_book/ |
Rendered output (gitignored) |
_print_source/ |
Generated print source (gitignored) |