Designer: the real test is 10 agents shipping PRs to one repo for days

tomjohndesign · x · 2026-09-07

Designer Tom Johns argues that what matters isn't what AI can one-shot, but whether it keeps performing when 10 agents run in parallel, continuously opening, testing, and merging PRs into a single repo for days on end — pointing at long-running multi-agent reliability as the real engineering challenge.

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