When Should You Use RAG?
A practical framework for deciding whether your problem actually needs retrieval augmented generation.
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Practical insights, guides and perspectives for people solving complex technology, product and engineering problems.
Understand when RAG is the right architecture, which retrieval patterns matter and how to think about production trade-offs.
A practical framework for deciding whether your problem actually needs retrieval augmented generation.
The architectural decisions that matter before a system reaches production scale.
How contracts, boundaries and ownership decisions reduce complexity as products evolve.
A practical checklist for choosing migration strategies and avoiding expensive surprises.
What changes when a growing engineering organization needs systems, not heroics.