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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 · Agentic Workflows

You’re evaluating an AI agent that can research trending topics, draft social posts, and publish them automatically across your brand’s channels with minimal human review. What checkpoints do you build in before you’d let it run unattended?

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I wouldn’t let it run fully unattended on brand-facing channels, no matter how good the early results look, because the failure mode isn’t gradual quality decline — it’s one badly

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