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Action Scaling at the Harness Boundary Beats Trajectory Re-Runs

This story is from 2026-10-01. It is preserved in the archive; the latest stories are on the live feed.

If you run terminal agents on real tasks, you know the exact point where a run dies. It is rarely a failure of high-level reasoning. The agent knows it needs a yaml parser. It understands the project structure. Then, on turn two, it emits pip install yaml instead of pip install pyyaml . The bash sh…

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  1. 2026-10-01 16:29 · DEV Community — AI
    Action Scaling at the Harness Boundary Beats Trajectory Re-Runs

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