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Add an AI Feature
Define a well-bounded AI task and handle its output, tools, speed, failures, and cost.
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Specify the input, expected result, and actions the model must not take.
Select the necessary messages and files, and remove unrelated material.
Define a stable data structure and validate the returned content.
Implement generation-in-progress, stop, error, and retry states.
Limit allowed tools, call counts, and budget.