Skip to content
D-Soft

What I do

Most of my code is written by AI now. That is a discipline, not a shortcut. I set the architecture and the constraints, hand the mechanical work to coding agents, and review everything before it reaches production. The value was never in the typing. It is in capturing what a business actually needs, and in improving the brief instead of just building it.

To make that reliable, I build the machinery around it: FastMCP servers so agents work from real context instead of guesswork, and a code-search engine written in Rust (DuckDB, BM25, hybrid retrieval) that reads across many repositories at once, so nothing falls between them.

Underneath it all: Svelte, Blazor and Astro on the front end; C# / .NET and Azure behind; Python and pyscript for the automation glue.

If you want someone who treats AI as engineering rather than magic, that is the job.