Your AI Agents Ship Code Nightly. Who Reviews It?
Autonomous coding agents commit and merge overnight. Here is a practical checklist for building human-in-the-loop review gates before agent code reaches
The 90-Day Reliability Framework Founders Actually Need
A founder’s checklist for telling demo-grade multi-agent polish from production-grade reliability before the next investor update or board meeting.
When to Rewrite vs. Refactor: A Diagnostic for Broken
Concrete thresholds for bug density, coupling, and test coverage that separate a refactor sprint from a full rewrite decision.
Engineering Pods vs In-House Hires: A Founder’s Cost Model
A side-by-side cost, ramp-time, and flexibility model for founders deciding between an engineering pod and permanent hires before a build sprint.