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.
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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 readSample content
Retrieval quality degrades quietly. Here is how we evaluate chunking, reranking and freshness before users find the gaps.
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What to measure
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Bring the problem, the constraints and the deadline. We will come back with an architecture and an honest view of effort.