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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

A gameplay programmer wants AI-generated code to go through the same review bar as any other pull request, but a teammate argues it needs extra scrutiny because it could hide subtle exploits or performance issues. Walk me through where you land and why.

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I land with the teammate, but for a specific reason rather than blanket suspicion: AI-generated gameplay code is more likely to look correct while missing engine-specific and multi

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