Essay

Insights on essay from two decades of experience in tech, AI, and scalable systems

AI · LLM · essay

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.
9 min read
AI · LLM · essay

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.
8 min read
AI · essay · technology leadership

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.
12 min read
AI · technology leadership · essay

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.
8 min read
AI · system design · essay

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.
6 min read