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Notes from the build floor.

Honest write-ups from the team — mistakes included.

We rebuilt our RAG stack — here's what actually moved the needle
AIRAGEngineering

We rebuilt our RAG stack — here's what actually moved the needle

After a year shipping AI features for production teams, we rewrote our RAG pipeline. These eight changes accounted for 90% of the quality lift.

Rafael Mendes · Mar 12, 2026

Design systems that don't rot: lessons from 14 production rollouts
Design SystemsProduct

Design systems that don't rot: lessons from 14 production rollouts

Most design systems decay within 18 months. Here's the operating model we use to keep them healthy and adopted.

Iris Hallberg · Feb 4, 2026

TypeScript at scale: the patterns we still reach for in 2026
TypeScriptEngineering

TypeScript at scale: the patterns we still reach for in 2026

Branded types, exhaustive switches, and the boring discipline that keeps a 1M-line codebase pleasant.

Yuki Tanaka · Jan 18, 2026

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