How to Test Local AI Agents for Tool-Calling Reliability
Answer-only grading hides the most common agent failures: the wrong tool called with a plausible-sounding summary. The fix is to capture the tool-call log as a structured…
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#structured outputs
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3 published articlesHow to Use Ollama Tool Calling and Structured JSON Output
Ollama supports two distinct capabilities that are easy to confuse: tool calling, where a model requests a named function that your app executes, and structured outputs, where…
How to Write a Prompt with Clear Success Criteria
A prompt with clear success criteria states the outcome you want, the constraints that matter, the evidence the model may use, and what the final answer must…