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Thinking on inference infrastructure.

Architecture decisions, research notes, and operational lessons from running frontier open models at production scale.

product · 2026-03-18

Why we host fewer models.

Six models at launch vs. 200 in a catalog. The operational reality of serving 405B-class at production latency.

product · 5 min read