I was highly skeptical, but now I'm a believer.
How I went from AI skeptic to passionate advocate—and what finally changed my mind
Blog
Insights and practical guides on AI native development methodology
Advanced Patterns for AI-Assisted Development: The ML-Informed Guide
Deep technical patterns for optimizing AI-assisted development—from attention mechanics to cost optimization, quality assurance, and robust error recovery.
Vibe Coding is not a production strategy: Keeping AI code under control
A practical look at vibe coding as an AI native failure mode: where it helps, where it quietly erodes trust boundaries and how specs and ownership keep your stack safe.
Overcoming the Human Bottleneck in AI-driven Software Development: A Feature-PR Model Proposal
An exploration of how AI accelerates software development and why human validation remains the crucial bottleneck in modern engineering.
8 Patterns for Spec-Driven Development: Getting Real Results from BMAD
Eight architectural patterns for AI-assisted development with the BMAD Method—practical techniques backed by research from Anthropic, OpenAI, and battle-tested experience.