How to Build a Context Layer and a Company Brain
What it actually takes to turn a company's scattered knowledge into something an LLM can reliably use — and why the demo is 5% of the work.
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Building a context layer
What we learn shipping context infrastructure for data agents — mining, retrieval, evaluation, and the failures that shaped the architecture.