Engineering
The Final 20%: When the System Still Needs You
Every autonomous system has a hidden dependency: you. I spent eight months building Principal. The last five gaps are what made it actually autonomous.
March 23, 20267m read
Engineering
Six Engineering Lessons from a High-Velocity AI Build Day
We shipped 5 PRs, 10+ CodeRabbit fixes, a live trading bot upgrade, expanded creator intelligence targeting, and a self-healing watchdog — all in a single day. Here's what broke, what held, and what the discipline behind high-velocity AI development actually looks like.
February 26, 20267m read