Treat Your AI Agent Like a New Engineer
Most AI coding agent failures are not prompt problems. They are onboarding problems.
Codebase-Readiness
3 articles about codebase-readiness - lessons from building and scaling real software.
Jun 9, 2026
Mar 25, 2026
Four Dimensions of Agent-Ready Codebase Design
AI agents produce better output when the codebase is ready for them. Here are the four dimensions of codebase readiness that account for most of the gap.
Mar 18, 2026
Your Codebase Is the Problem, Not the AI Model
When AI agents don't follow your team's conventions, the instinct is to fix the prompt or switch models. The real bottleneck is usually the codebase itself.