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Claude Certified Architect, Foundations · Test 9 · question 10 of 10

Context Management & Reliabilityhard

A production agent's monthly API bill doubled after a release, and users report occasional bad answers that engineers cannot reproduce. Existing logs record only the user ID and the final answer. Dashboards built from input_tokens show tiny input volumes even though the prompts contain large cached documents. The team wants telemetry that can explain cost changes and let Anthropic support investigate a specific bad response. What should each request log?

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Practice Test 9 ›