Notes from the studio
#postgres
3 posts tagged with this.
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.
Engineering
· Mar 11, 2026Migrations you can actually roll back
Nearly every team will tell you their migrations are reversible. Try it on a Tuesday afternoon. Here are the patterns that make rollback a routine event instead of a Saturday emergency.
Engineering
· Aug 12, 2025Schemas that survive the second feature
The most consistent failure mode of AI-built systems is the database schema. It looks reasonable for three use cases and becomes unworkable the moment the fourth arrives.
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