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AI-ready · Tool Usage

Your team ships to a service handling millions of requests a day, and everyone's using an AI coding copilot. Walk me through where you'd trust its suggestions without a second look, and where you'd slow down regardless of how confident it sounds.

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I trust the copilot on the parts that are locally verifiable — a well-tested utility function, a straightforward refactor, boilerplate for a new endpoint that mirrors an existing one.…

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