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Anthropic CCDV-F Exam Syllabus Topics:

Anthropic Claude Certified Developer-Foundations Sample Questions:

Question 1

A Claude application is occasionally refusing to answer questions that should be in scope, including questions the application has answered correctly in the past. You want to investigate.
What is the first step of your investigation?

A. Examine traces of the refused requests to identify what triggers the refusal, whether input patterns, system prompt content, or other context.
B. Assess whether the refusals cluster around specific input patterns, question types, or time periods by analyzing the distribution of refused requests in the logs.
C. Identify which questions have been refused and compare them against previously answered questions to determine what changed between the successful and refused interactions.
D. Test whether removing or adjusting those instructions resolves the behavior.

Question 2

You are running Claude Code as part of an automated continuous integration pipeline. The pipeline needs Claude Code to execute a set of well-defined tasks without prompting for confirmation, and the output needs to be captured for downstream processing.
How would you configure the pipeline?

A. Replace Claude Code with a different tool that does not require any configuration to operate without confirmation prompts in the pipeline.
B. Disable Claude Code's confirmation prompts globally across all environments so the pipeline runs without interruption from any prompt.
C. Run Claude Code in headless mode with the required permissions configured in settings.json and capture its output for downstream processing.
D. Run Claude Code in interactive mode and have a developer manually approve every confirmation prompt while the pipeline executes its tasks.

Question 3

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...

A. Keeping the deprecated parameter in place while writing a wrapper function around it to insulate the rest of the codebase from the eventual change.
B. Adding regression tests to cover the parameter's behavior, then migrating call sites in batches that you validate against regression tests.
C. Swapping all 40 call sites in a single change right away to prevent drawn-out migration work that will delay ongoing functioning.
D. 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.

Question 4

A teammate is debugging a Claude application whose system prompt has grown to several hundred lines and now contains overlapping, contradictory, and obsolete instructions.
How would you advise the teammate?

A. Add more explicit instructions so the most recent rules dominate the model's interpretation of the prompt during each request.
B. Tighten only the contradictory rules first, treating the overlap and obsolete content as lower-priority work the team can address later.
C. Audit the prompt for overlap, contradiction, and obsolete content, then refactor so each instruction is clear, current, and non-redundant.
D. Split the prompt across multiple system prompts so the model sees a smaller portion at any given time.

Question 5

You have just shipped a new Claude-powered application to production. The development phase is complete, and the system is now in active use by internal teams.
The next phase of work for this system is...

A. Handing the system over to a separate operations team that will manage it independently of the development team going forward.
B. Operating and maintaining the system, including monitoring, responding to issues, and planning evolution.
C. Running a formal post-deployment review that assesses the development phase before the team does any further work on the system.
D. Retiring the system, since shipping is the final lifecycle stage for any application that reaches production.

Solutions: