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 readSampleCloud
Cost is an architecture decision, not a billing problem
Where cloud spend is really determined, and which choices are expensive to reverse later.
7 min readSample content
Where cloud spend is really determined, and which choices are expensive to reverse later.
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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What auditors actually look for in a smart contract
Most findings trace back to a handful of design decisions made long before the audit was booked.
6 min readSampleTyped boundaries: the cheapest reliability upgrade
Why we put the strictest contracts at system edges and keep the middle flexible.
5 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.