Writing
Occasional notes on release engineering, testing, and running small production systems.
Writing
Occasional notes on release engineering, testing, and running small production systems.
- 2026-08-18
The gates machine-written code has to pass
Review doesn’t scale to agent speed. What runs on my merge path instead, and where each check came from.
- 2026-04-20
Solo, but not alone: working with AI as a teammate, not a tool
On being the only engineer on a platform of production AI products, and how that became possible.
- 2026-01-15
What 'production AI' actually costs
The gap between a working demo and a system you can ship is wider than most plans budget for.
- 2025-12-01
From mobile to full-stack: the years I spent unlearning
On giving up five years of specialist credit to become a beginner again, on purpose.