Writing archive / 03
MUSINGS.
Notes from building AI products, agentic systems, and the software around them.
03 published · 202603
Your AI Agent Should Never Make the Same Mistake Twice
The best AI evals start as customer complaints. Those tests eventually become the product's memory.
02
I Told My AI Agent to “Try Harder”
A change that fixed the exact behavior I was targeting quietly made the overall product worse.
01
Software Engineering in the Age of Agents
Some thoughts on what software engineering looks like in the age of agents.