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RAG in production: retrieval is the hard part
Retrieval-augmented generation demos in an afternoon and disappoints in production. The model is rarely the problem — the retrieval is. What separates a demo from something people trust.
Aug 18, 2026·3 min read
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AI Research
Adding AI to a product you have already shipped
You do not need to rebuild your product to add AI to it. A grounded approach to shipping AI features into an existing system — starting where the value is, and keeping the parts that need to be reliable, reliable.
Jul 28, 2026·3 min read
AI Research
What multi-tenant AI actually costs at 1M+ users
The infrastructure realities behind AI features that scale.
Jun 21, 2026·5 min read
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