Code Review is Dead. Long Live Spec Review.
At AI velocity, code review breaks because reviewers approve code they don’t understand. The solution is to shift review upstream to plans.
Recent Posts
The Cognitive Trap Behind Scope Creep: Why Good Teams Still Fail at Scale
Scope creep persists in well-managed programs because teams can’t perceive cumulative change. Here’s what’s actually happening, and the three simple visibili...
Agent-Native Architecture: Designing Software Systems That AI Can Understand, Operate, and Evolve
Agents navigate your codebase differently than humans. Without the right architecture, their speed amplifies your system’s flaws. Here’s what to do about it.
The AI Productivity Paradox: Why Enterprise AI Deployments Fail While Startups 10x
Enterprises are seeing only ~10% productivity gains from AI tools, while startups achieve 10x velocity. The gap isn’t the tools—it’s the workflow. Here’s why...
Why Code Review Breaks at AI Velocity
Nearly half of all code is now AI-generated. But your code review process wasn’t designed for this. Learn why code review failure reveals a structural proble...
The Intent Gap in Software Requirements
Why software estimation fails despite better tools: Requirements capture the ‘what’ while losing the ‘why,’ creating a Knowledge Transfer Tax that compounds ...