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it actually reliably executes without flooding the context window, and it allows it to communicate over a sensible json schema without shell noise.

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I thought it was poorly designed and had a lot of protocol noise that flooded the context window? Rest makes sense

yeah good luck reliably teaching your agent how to use a novel REST api, esp a REST api that is niche or doesn't really exist publicly. it's far more natural for it to be a tool call available to it.