Notes from the studio
Category: ai
2 posts in this category.
Ai
· May 3, 2026Shipping a RAG system that survives production traffic
A working demo and a production RAG system are two completely different artifacts. Here are the eight things we now always do, learned the hard way across half a dozen engagements.
Ai
· Jan 21, 2026Cost ceilings for LLM features are an engineering problem, not a finance one
Most teams treat the monthly LLM bill as something for finance to escalate. It is an engineering problem with engineering levers, and the time to design for it is day one — not month three.
Got an app that needs to last?
Take it from prototype to production.
Reply within one business day. Vibecoded MVP, AI-built draft, half-finished project, or a working product that's starting to crack — all welcome.
Start a project