Designing tools LLMs can actually use: five failure modes I keep seeing

Designing tools LLMs can actually use: five failure modes I keep seeing 图片 1

Your tool API can be perfectly engineered and still confuse every model that touches it. Field notes on why, from someone who integrates agent tools for a living.

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