The delivery system
How development amplified by AI actually works here. Four disciplines, applied to every application and every engagement.
- 01
Spec before code
Every feature starts as a written decision: the problem, the chosen approach, and the rejected alternative. Agents execute specs; they don't invent them.
- 02
Agents do the typing
Orchestrated coding agents work in parallel across the codebase. Every line is reviewed and every change is tested. Nothing merges unread.
- 03
Production rigor
CI, typed interfaces, migration discipline, rollback paths. The bar is what a good team ships, not what one person can get away with.
- 04
Operate what you ship
Every application runs with monitoring, alerting, and a cost ceiling. Operating the portfolio is where the engineering judgment on this site comes from.