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Notes from production.

October 13, 2026
Private AI

Talos Linux for AI: private AI on an immutable OS

Sidero Labs announced an open-source OS for private AI on your own hardware, plus a commercial console on top. What is in it, why we care, and what we want to test.

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October 12, 2026
Hybrid inference

Own the baseline, rent the peak: notes from a hybrid inference test

We put an on-prem GPU and a rented cloud GPU behind one endpoint, killed the on-prem GPU mid-test, and lost 0 of 600 requests. What we built, what we measured, and what is still open.

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