#essay
6 posts
AI Will Help You Drift With Confidence
The most expensive thing you can do with AI is hand it the wrong problem. It will not tell you. It will help you drift with confidence — and without domain knowledge, you will not notice until it is too late.
You Can't Prompt Your Way Out of Ignorance
Training data is the internet's average, hallucinations baked in. Domain knowledge is the grounding layer that makes AI useful rather than confidently wrong.
Agentic Coding Is an Amplifier, Not a Foundation
Agentic coding doesn't change what engineering discipline requires. It raises the stakes at which discipline — or its absence — shows up in your results.
You Let Yourself Be Replaced
AI replacement is not something done to you. The data shows who actually loses — and it follows those who stop engaging with their own work.
You Can't Vibe Code Past Your Own Engineering Judgment
Vibe coding amplifies engineering judgment, it doesn't replace it. A real experiment with Claude Code shows where skill limits become output limits.
Signals: The Language of Search and Intelligence
AI should be a choreography of signals — models that interpret data, systems that share context, and architectures that inspire meaningful action.