Engineering
How We Stopped Lying to Ourselves About Quality
Test coverage told us we were fine. Three bugs later, we rebuilt our quality system around customer journeys instead of line counts.
ML Engineering
Vectors Are Not Ontologies
Why structural features still matter in 2026, and what spaCy plus Rust let you extract from text that embedding models alone miss.
RAG
Your Vector Database Is a Coping Mechanism
Why every layer of your RAG stack compensates for a fundamental problem you should have solved at embed time.
Tooling
CSSGuard: The Missing Half of CSS Tooling
Tailwind purges unused CSS. But what about HTML classes with no CSS? We built a bidirectional validator to catch orphaned classes before they break production.