From the Field
Writing on AI-Enabled Engineering
Perspectives on building production software with AI, drawn from real projects, real teams, and real failures.
Published Articles
AI in Plain English
Coherence Over Correctness
Why optimizing for coherent AI output matters more than chasing perfect accuracy.
Medium
Why AI-Generated Code Isn’t Production-Ready (Yet)
The gap between AI-generated demos and production-grade code.
Medium
Why 2026 Is the Stress Test Vibe-Coded Apps Can’t Escape
The reckoning is coming for apps built on vibes instead of verification.
Level Up Coding
In Defense of Shared Code
Why shared code still matters in the age of AI-generated everything.
Level Up Coding
Human Oversight Doesn’t Guarantee Ethical AI
Why putting a human in the loop isn’t the silver bullet everyone thinks it is.
Gumroad • Free Book
The AI-Enabled Engineer
The complete guide to getting the most from AI-assisted coding. Free PDF download.
Find out where your team stands on AI-enabled engineering maturity.