How Intent Manages 10,000 Concurrent Agents: Isolated Workspaces and Living Specs

LukeW · x · 2026-09-10

Intent founder Luke Wroblewski began a series on managing AI agents at scale, citing OpenAI pointing 10,000 concurrent agents at a Millennium Prize problem. Key practice: every task runs on its own copy of the files in a dedicated workspace so agents don't step on each other, while a living spec in each workspace keeps agents coordinated and records decisions and rationale.

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