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Demo

A Machine Joins the AI Inference While It's Running.

Photo of Todd Smith
Todd Smith · September 16, 2026 · 1 min read

Everyone who has run infrastructure knows you can't add hardware to a job that's already running. You stop it, restart it, or wait for the next scheduling window. This 48-second demo does it anyway.

Three servers are in the middle of an AI answer when we bring a fourth one online. Watch the node counter on screen go from three to four. The new server joins the work already in progress, nothing restarts, and the answer finishes with the fourth machine's work included.

TAHO runs beneath your existing orchestration and puts new capacity to work the moment it comes online.

Hardware you add gets used immediately, no restart needed.