Proving Code Works with Evidence in AI era

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 Proving Code Works with Evidence
 
 
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 In 2026, engineering teams need to shift from “just ship code” to “ship code with proof.” 
 I’ve been hearing from friends across different companies: some junior engineers dumping AI-generated PRs on teammates and expecting code review to “handle the rest.” We…

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