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Agent Runtimes Have an Autoscaler, Not a Scheduler

This story is from 2026-09-26. It is preserved in the archive; the latest stories are on the live feed.

Originally published at webofmike.com on 2026-09-26. The demo repo and every command in it were run before publishing. Every capacity knob in an agent runtime today is an efficiency knob. Pack more agents onto fewer pods, snapshot the idle ones, scale the pool to match demand, drive utilization up.…

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  1. 2026-09-26 16:10 · DEV Community — AI
    Agent Runtimes Have an Autoscaler, Not a Scheduler

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