Leadership & delivery
What I've learned leading a team of four engineers and shipping software in regulated environments, where process is part of the product.
Shipping software under IEC 62304
What building a triage module for a digital healthcare platform taught me about traceability, risk and documented change, and why those habits are worth keeping outside healthcare.
What I learned leading a team of four engineers
Small pull requests, mandatory review, CI, quality audits and settling technical debates with data: the habits that kept quality up at KitchenSync.
Other topics
- AI in production9LLM features that survive real users: contracts, evals, cost.
- Agents & automation3Agents, MCP servers and bots that do real work.
- Architecture6Frontend and backend structure that scales with the team.
- Backend, security & infra3Auth, data pipelines and the infrastructure under it all.
- Leadership & delivery2Leading small teams and shipping under constraints.