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What breaks first when running many AI agents at once

10/24/2026 — 10/24, 19:25·1 sources (all)·1 reports (all)

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  • The article surveys common failures when running many AI agents together, such as shared-state conflicts and token cost blowouts, noting mos…
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  1. The author lists failures when many AI agents run against the same codebase, database, and API budget: shared-state collisions and token-budget runaways, most unrelated to model smarts. Fixes include isolating each agent in its own branch or worktree, setting per-agent and per-run budgets, and assigning ownership of directories and tables up front.

    DEV Community · AIAI score 69

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