about
JeffLabs is a one-person lab run by a founder and CTO who got hooked on AI and decided to find out how far it goes.
The founder spent years as a technology executive, leading engineering and delivery teams. These days the team is a different kind: a factory of AI agents that plans, tests, builds and reviews, while the founder sets direction, keeps the gates and decides what ships.
The products on this site are real and in use, but they are also the experiment: how much of building and running software can you hand to agents, and what do you need to keep in your own hands? The answer so far: hand over more than you would expect, but keep the tests, the reviews that matter and the decision to deploy.
interests
- AI agents that do real work, not demos
- test-driven development as the guardrail for generated code
- small, boring, server-rendered stacks: Django, HTMX, Postgres
- maps, routes and exploring places on foot