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kevinshi3200

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   Persona Auditor · kevinshi3200

   Persona Auditor audits AI-generated code from the perspective of real users, surfacing the errors you would only discover through costly trial-and-error — or never notice at all — and collapsing them into a handful of root causes via god's-eye attribution, so you fix precisely instead of patching blindly. It dispatches "digital personas" that simulate real users and exhaustively traverse every user path on paper — cheaper and more global than real clicking, without executing any code. Built for AI-written code that runs fine and is internally consistent, yet keeps users stuck in the first few steps and defies root-cause diagnosis across many rounds of fixes.
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