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Anthropic CCDV-F Exam Dumps Questions and Answers

Exam Code: CCDV-F
Vendor: Anthropic
Last Update: Sep 1, 2026
Questions: 95
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90%  Average Success In Real Exam
94%  Questions came word by word from this dump
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Claude Certified Developer-Foundations Questions and Answers

Questions 1

The Anthropic API deprecated a request parameter that your Claude application uses in approximately 40 places across the codebase. The deprecation notice gives a six-month window before the parameter is removed and recommends a replacement parameter with slightly different semantics.

You would respond to the deprecation by...

Options:

A.

Migrating all 40 call sites in a single change near the removal date to ensure the deprecated parameter continues to work as long as possible.

B.

Keeping the deprecated parameter in place while writing a wrapper function around it to insulate the rest of the codebase from the eventual change.

C.

Adding regression tests to cover the parameter's behavior, then migrating call sites in batches that you validate against regression tests.

D.

Swapping all 40 call sites in a single change right away to prevent drawn-out migration work that will delay ongoing functioning.

Questions 2

A teammate has asked how the Claude SDK handles transient API errors, such as a temporary network issue or a brief rate-limit response. They want to know whether the application code needs to handle every transient error or whether the SDK provides any default behavior.

How would you describe the SDK's default behavior?

Options:

A.

The SDK provides default retry behavior for transient errors up to a fixed number of attempts, and this behavior is not configurable.

B.

The SDK provides default retry behavior for network errors but surfaces rate-limit responses directly to the application code, which must implement its own retry logic for those cases.

C.

The SDK logs transient errors to a default error stream and continues execution without retrying, leaving the application code responsible for detecting and responding to failed calls.

D.

The SDK provides default retry behavior for many transient errors, and the application code can configure or extend that behavior as needed.

Questions 3

The Claude application your team built has grown over six months, and the prompt-handling code has accumulated duplication and tangled control flow. The functionality is working, but new features are getting harder to add.

How would you address this?

Options:

A.

Plan a refactoring pass to consolidate duplicated logic, separate concerns, and simplify control flow before adding new features.

B.

Refactor the prompt-handling code in small increments as part of each new feature ticket, treating the cleanup as a side effect of feature work.

C.

Continue adding features and plan a refactoring pass after the next two release cycles when the team has more bandwidth for internal work.

D.

Move all the prompt-handling code into a single large function to reduce the number of files developers have to navigate when reading the code.