• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
• token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.

Collapsing a dozen tool schemas into one code-writing tool is a repeatable pattern for cutting agent token overhead.

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