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Aug 11, 2026

One bad step, N bad steps: how agent failures cascade

A single agent error rarely stays a single error. The bad output goes into the context, the next step reasons on top of it, and the mistake compounds down the trajectory — one wrong step becoming N wrong steps. This is the cascade, why it's structurally different from a fleet-wide blast radius, and the three interruption points that stop a local mistake from eating the whole run.

Aug 11, 20267 min read0 reactions0 comments