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How to Make AI Agents More Accurate

Practical levers to improve agent quality: better tools, constraints, and feedback loops.

Answer

Improve accuracy by reducing ambiguity: fewer tools, clearer tool outputs, and tighter constraints around actions. Give the agent reliable tools (search, retrieval, deterministic APIs) rather than relying on free-text guessing. Gateways and hosted tools help keep integrations consistent.

Nuances & Considerations

"Accuracy" depends on task type (retrieval vs action); measure success on task outcomes, not just text quality.

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