Engineering & AI Systems

The AI Development Revolution

A seven-part series, written in real time across 2025, documenting what it felt like to live through the transformation of software engineering as agent mode arrived. Not the hype, not the theory: the actual experience of working with AI at production stakes, and the patterns that emerged after months of running real systems this way.

7 parts

See also the cornerstone explainer: How AI Is Changing Software Engineering

  1. Part 1 The AI Development Revolution: Part 1 - The Awakening The physical reality of coding at machine speed. A firsthand account of working with AI, mental acceleration, and what changed forever.
  2. Part 2 AI Development Revolution Part 2: The Methodology From chaos to systematic AI collaboration. The AAA Framework - Autonomous, Adaptive, Agile - and battle-tested workflows for development.
  3. Part 3 AI Development Revolution Part 3: Infrastructure Building enterprise AWS infrastructure in weeks with AI. CDK stacks, production systems, and the cognitive cost of compressed timelines.
  4. Part 4 AI Development Revolution Part 4: Content Pipeline Automating content pipelines with AI while preserving voice. OCR for handwritten journals, WordPress migration, and editorial automation.
  5. Part 5 AI Development Revolution Part 5: Business Apps How AI compressed business web development from months to days. Professional Flutter web app from one developer and AI collaboration.
  6. Part 6 AI Development Revolution Part 6: Future Impact The cognitive price of transformation. When individuals build enterprise systems at massive personal cost. Capability vs sustainability.
  7. Part 7 AI Development Revolution Part 7: Advanced Patterns When AI development becomes art. Advanced patterns from game development revealing human-machine collaboration. Beyond automation.