The AI's first answer is a draft, not a verdict — make it attack its own code

The habit that separates people who ship safe apps from people who ship bugs: generate, then ask the model to break what it just wrote. Shown with a…

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You now understand

The model's first answer is a draft; "works when I tried it" isn't "works"

You now understand

Asking it to attack its own output finds edge cases you didn't know to look for

You now understand

Generate, verify, refine is a loop you always run, not an optional mood

What this means for your app

Make one verify question a reflex after any non-trivial change: "what inputs would break this?" or "list the edge cases you didn't handle." For anything touching money, auth or user data, add "and…

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The AI's first answer is a draft, not a verdict — make it attack its own code

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