Designing RAG pipelines that survive production traffic
Retrieval quality degrades quietly. Here is how we evaluate chunking, reranking and freshness before users find the gaps.
8 min readSampleWeb3
When a database is the correct answer
A short decision framework for teams deciding whether a problem genuinely needs a chain.
6 min readSample content
A short decision framework for teams deciding whether a problem genuinely needs a chain.
Why this comes up
[ARTICLE BODY — WHY THIS COMES UP]
What we do about it
[ARTICLE BODY — WHAT WE DO ABOUT IT]
What to measure
[ARTICLE BODY — WHAT TO MEASURE]
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7 min readSampleReady to scope it properly?
Bring the problem, the constraints and the deadline. We will come back with an architecture and an honest view of effort.