About

Software engineering is changing fast. This is me thinking through it.

AI didn't make me a data scientist or an LLM expert — but it did make language stop mattering. The stack became a detail rather than an identity.

That turned out to be just one part of a bigger shift in how I work, how I build personal projects, and how I think about software.

I've also noticed that AI amplifies what you already know — and your willingness to keep learning. This blog is partly about that too.

I use AI as an editor, not a ghostwriter. Everything here — ideas, decisions, implementations — is mine.