I work in the open — here and on my YouTube channel.
Latest writing
- The talk: 2026, the year of the software factory
- From Spec-Driven Development to Feature Plan Development
What I'm building
Open source
GuardKit
AI-assisted development with quality gates — where all of the below started. Docs at guardkit.ai.
Own tooling
A software factory
Planner, architect, product owner and build agents that write features, run them and fix them, on hardware under my desk.
Personal build
Study Tutor
A private, Socratic GCSE tutor on a fine-tuned model, with a phone app and a Reachy Mini robot. Now heading for a hosted deployment.
Product exploration
Small agents, earned trust
Agents with one job each, hired by conversation, which pass an exam before they can run and ask before every action.
Working on something agentic?
Thirty minutes, no pitch — just a second pair of eyes.