Essays on AI implementation and the shift in software engineering.

Notes on AI implementation, architecture, retrieval and agents, and building systems that hold up in real organizations—not only slide-deck strategy.

AI Transition9 min read

Software Engineers Are Not Safe. They’re Early.

The real opportunity is not protecting the old engineering position. It is using today’s leverage to ship, test, and learn before the cost of building drops again.

April 2026Open article →