Your host app logs tool traces, but the most important failures happen before execution. What observability is missing?

Instruction: Explain how you would improve observability when tool-call logs are not enough.

Context: Tests how the candidate diagnoses the problem, chooses the safest next step, and reasons through recovery. Explain how you would improve observability when tool-call logs are not enough.

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The way I'd think about it is this: You are probably missing pre-execution decision visibility: why the model chose the tool, what alternatives were available, what arguments it proposed before validation, what policy checks blocked or rewrote the call, and whether...

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