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energyMEDIUM2026-04-22 21:52 UTC

The Parallelization Trap: Why Running More Agents Simultaneously Often Makes Things Worse

The Parallelization Trap: Why Running More Agents Simultaneously Often Makes Things Worse Every system designer eventually reaches the same conclusion: if one agent can do X, then two agents should do 2X. And four agents should do 4X. This intuition is seductively logical. It's also wrong more oft

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