June 2, 202610 min read
The green build lied: the bugs AI hides behind passing tests
Every test passed and the green build looked done. More than twenty real bugs were still hiding behind it, and here is the layered review that caught them.
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Writing
Notes on building software in the AI era - architecture, judgment, and where AI helps versus where it quietly hurts.
May 27, 202619 min read
Spec-driven development in 2026: main tools overview
spec-kit, OpenSpec, BMAD, GSD, Kiro, Tessl - what each really is, and how to pick one, or none.
ReadMay 25, 20269 min read
How I do architecture with AI without letting it make the decisions
A greenfield architecture workflow for the age of AI-generated code - built on OpenSpec, with guardrails that keep the AI honest.
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