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1

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Treat the tool request as a completed final answer and show it to the user B. Validate the requested tool and arguments, execute it under application controls, then return the tool result to Claude C. Assume Claude has already executed the tool remotely D. Retry the identical request until the stop reason changes

2

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Validate the requested tool and arguments, execute it under application controls, then return the tool result to Claude B. Assume Claude has already executed the tool remotely C. Retry the identical request until the stop reason changes D. Treat the tool request as a completed final answer and show it to the user

3

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Assume Claude has already executed the tool remotely B. Retry the identical request until the stop reason changes C. Treat the tool request as a completed final answer and show it to the user D. Validate the requested tool and arguments, execute it under application controls, then return the tool result to Claude

4

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Retry the identical request until the stop reason changes B. Treat the tool request as a completed final answer and show it to the user C. Validate the requested tool and arguments, execute it under application controls, then return the tool result to Claude D. Assume Claude has already executed the tool remotely

5

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Treat the tool request as a completed final answer and show it to the user B. Validate the requested tool and arguments, execute it under application controls, then return the tool result to Claude C. Assume Claude has already executed the tool remotely D. Retry the identical request until the stop reason changes

6

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Validate the requested tool and arguments, execute it under application controls, then return the tool result to Claude B. Assume Claude has already executed the tool remotely C. Retry the identical request until the stop reason changes D. Treat the tool request as a completed final answer and show it to the user

7

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Assume Claude has already executed the tool remotely B. Retry the identical request until the stop reason changes C. Treat the tool request as a completed final answer and show it to the user D. Treat the tool request as a completed final answer and show it to the user

8

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A. Retry the identical request until the stop reason changes B. Treat the tool request as a completed final answer and show it to the user C. Validate the requested tool and arguments, execute it under application controls, then return the tool result to Claude D. Assume Claude has already executed the tool remotely

9

A production integration occasionally receives rate-limit responses. Which design is most resilient?

A. Retry immediately in a tight loop B. Ignore the response body and report success C. Use bounded retries with exponential backoff and jitter, respecting retry guidance D. Increase max_tokens on every retry

10

A production integration occasionally receives rate-limit responses. Which design is most resilient?

A. Ignore the response body and report success B. Use bounded retries with exponential backoff and jitter, respecting retry guidance C. Increase max_tokens on every retry D. Retry immediately in a tight loop

Claude Certified Developer – Foundations

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A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A service receives a Claude API response with a stop reason indicating the model wants to use a tool. What should the application do next?

A production integration occasionally receives rate-limit responses. Which design is most resilient?

A production integration occasionally receives rate-limit responses. Which design is most resilient?

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