Thoughts on platform engineering, DevOps practices, and the evolving world of AI-assisted development.
13+ years building backend systems, infrastructure, and platforms. Automation obsessed. Now deep in AI.
Recent Posts
The Lag and Why AI Displacement Numbers Tell Half the Story
Everyone's counting the jobs AI is killing. Almost nobody's counting what's being built in the wreckage. The data says we're in a lag, not a collapse.
Running GitHub Actions on Your Desk Instead of Renting Compute
Running GitHub Actions runners on desk hardware instead of renting compute. Real costs, real hardware, real learnings from a MacBook Pro M1 and a Raspberry Pi
Every Employee Gets an AI Team. Now Do the Maths
Give every employee 5-9 AI agents and the org chart explodes. Here's what maximum augmentation actually looks like, and why the ceiling is lower than you think.
The Span of Control Problem Hasn’t Gone Anywhere
AI agents scale output. They don't scale judgment. That's your problem.
The AI Revolution and Jevons' Paradox Why the Future of Tech Jobs Isn't What You Think
Jevons' Paradox predicts AI won't kill software jobs, it'll multiply them. But the real story is wage compression: a small elite builds the machines while everyone else becomes more productive yet less valuable.