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Large technology companies are using AI beyond code generation into earlier software lifecycle stages. Uber introduced AI review of product requirement documents for clarity and risk before engineering. DoorDash built an internal AI code reviewer for actionable feedback. Cloudflare also adopted AI for system design inputs.
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