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Your coding harness shouldn't be a black box

calendar_today July 21, 2026 person Zach Mueller domain lambda

New models ship every day, both open and closed. The harness you run them through decides how much of that capability you actually get. Depending on the harness, you can get wildly different results from the same model.

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