Articles & notes
Writing on model access, data residency, enterprise knowledge bases, cost management, production deployment and technical support.
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Read the article ↗Trace endpoints, inference routes, storage, logs and support access. Verify failover and evidence rather than treating an endpoint region as a compliance conclusion.
Read the article ↗Why retrieval demos look great and production RAG disappoints — and the steps that close the gap.
Read the article ↗A practical view of the few metrics that keep model spend predictable as usage scales.
Read the article ↗The few steps between a working demo and a live system — and how to plan for them up front.
Read the article ↗Clarify contracting entities, account access, billing evidence and provider escalation for cross-region purchases and support requests, without inferring data residency or response commitments from a Hong Kong contact.
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