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Agent loops for product features: budgets, errors, stops and checkpoints

The tutorial version of an agent is ten lines: call the model, run whatever tools it asks for, append the results, repeat until it stops. That loop is fine in a notebook. Inside a product it is a while (true) that spends money on every pass, can take actions on a customer's data, and has no idea th…

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  1. 2026-10-31 20:30 · DEV Community — AI
    Agent loops for product features: budgets, errors, stops and checkpoints

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