Deep dives into AI tools, workflows,
and best practices for engineers.
Building, learning, and sharing
thoughts on AI in tech.
January 8, 2026
I asked an AI agent to build the same To-Do API multiple times. Same prompt, completely different implementations. This is AI pair programming with luck and hope - and if you're not seeing the hidden decisions, you're not engineering. You're gambling.
[Software Engineer. Entrepreneur. Geek. World Traveler.]
[I am first and foremost a software developer, and a geek. I started with computers when I was 8, writing Logo, then Pascal, and never stopped learning new technologies and languages.]