Updated 4 October 2026

What has my attention.

The work, questions, and experiments I'm spending time on.

01
At work

Making data useful.

Technical definition for data and reporting: connecting business needs to architecture, data contracts, and delivery. I'm also experimenting with AI agents in specification, implementation, and review.

02
Independent work

Learning products with a review loop.

Pulpo Oposiciones brings together source material, AI-assisted content generation, and a learning application. My interest is in the whole system, including how content is reviewed before publication.

The project
03
An ongoing question

Where should an agent stop?

Exploring the boundary between a flexible language interface and predictable operations: deterministic calculations, explicit state changes, and evidence a person can inspect.

The experiment