Blog
Thoughts on AI-assisted development, spec-first workflows, and building with trust.
The Planning Paradox: When Cutting Scope Costs More Than Building It
AI has compressed implementation time so dramatically that exhaustive scope-cutting sessions now cost more than the features being cut. Most organizations haven't noticed the inversion yet.
By Adam Holsinger
The Spec This Origin Story
Most engineers using AI still review every line of code. Not because they have to — but because they have no structured basis for trusting it yet. That's the problem we're solving.
By Adam Holsinger