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AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

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AI-ready · Collaboration Norms

You're setting AI tool usage standards across a fast-growing engineering org where teams have wildly different comfort levels — some already delegate heavily to agents, others barely use autocomplete. How do you build a policy that raises the floor without capping the teams already ahead?

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I separate the policy into a floor and a frontier, because a single standard written for the cautious teams caps the advanced ones, and one written for the advanced teams overwhelms the cautious ones.

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