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My AI tester took 9 minutes and proved nothing. A week later: 1 minute, one real bug.

Originally published at omerbinsaleem.com by Omer Bin Saleem (Omer Saleem). When an agent disappoints, most people swap the model. The fix was what it knows before it starts: a steps file instead of a script, a playbook, and a lessons file it writes itself. What changed Before: a new browser script…

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  1. 2026-11-03 13:00 · DEV Community — AI
    My AI tester took 9 minutes and proved nothing. A week later: 1 minute, one real bug.

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