// From the Kitchen
Practical lessons for teams building with AI.
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AI products do not become useful when the model gets smarter. They become useful when the handoff between machine output and human judgment gets cleaner.
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Pods only matter when they reduce decision latency. The payoff is not smaller teams. The payoff is tighter context and fewer dead handoffs.
If agents are going to draft, explain, and summarize inside the product, the interface has to behave more like editorial design and less like a form builder.
