// writing

Thinking on inference infrastructure.

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

infrastructure · 2026-03-08

vLLM on B200 SXM5: first 90 days.

What changed from H100 to B200, what broke, what we patched upstream, and what we're still tuning.

eng · 15 min read