8 min readUpdated September 22, 2026
How AI agents use tools
The loop that turns a language model into something that takes actions: tool descriptions, arguments, results, retries, and where supervision belongs.
How a model goes from answering a question to taking actions in real systems.
The loop that turns a language model into something that takes actions: tool descriptions, arguments, results, retries, and where supervision belongs.
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