What actually breaks when you put RAG in production
Retrieval-augmented generation demos beautifully and fails in three predictable ways. Here is what we have learned shipping it for real users.
7 min read
What we are learning while we build.
- 4
- The team
How we ship a live increment every Friday without burning teams out
Weekly shipping cadences are a real advantage, but only if they are sustainable. Here is the operating rhythm that makes it work.
5 min
Designing offline-first for classrooms that lose connectivity mid-lesson
Building Shule Link taught us that offline-first is a design commitment before it is an engineering one.
6 min
The eval suite we build before we let an agent touch production
No agent goes live without an offline eval suite, a shadow-mode period, and a rollback plan. Here is the checklist we run every time.
8 min