Who catches AI mistakes at work? Not the smartest person in the room. It has never once been the smartest person in the room.
AI Code Review Bottleneck: Nobody Owns It
Everybody agrees the AI code review bottleneck is real. Then go look at the org chart.
The Disappearing Senior: AI and Entry Level Jobs
The AI code review bottleneck is real and everyone agrees on it. Then look at the org chart. There is no verifier and no budget line anywhere.
Competence Debt: I Ran the Test on Myself
Every time you ship something you could not have built yourself, you take on competence debt. Here is what I found when I checked my own balance.
Jobs Are Disappearing Quietly, The Math Keeps Me Awake
Jobs are disappearing quietly, and a personal essay on the private arithmetic of fear, and why changing work is never the same as diminished worth.
We Need to Talk About How AI Actually Makes You Feel
Can I be honest with you for a second? We need to talk about how AI actually makes you feel, because I don’t think most of what we say about AI is really about AI at all. I think it’s about us.
SQL and AI – I Am Staying Relevant. Are You?
I am staying relevant. Are you?
I know that is a heavy way to start. Maybe you have not even said it to yourself, because saying it makes it real.






