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Anthropic CCDV-F Exam Syllabus Topics:

Anthropic Claude Certified Developer-Foundations Sample Questions:

Question 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...

A. Adding regression tests to cover the parameter's behavior, then migrating call sites in batches that you validate against regression tests.
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. 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 2

Your team uses Claude Code across multiple repositories. You want the team's rules and general coding standards to apply to all repositories, and other rules to apply only to specific repositories. The team is currently duplicating instructions across every repository's CLAUDE.md file.
How would you address this?

A. Use a single repository's CLAUDE.md as the central source of truth and link to it from every other repository's CLAUDE.md file.
B. Move all instructions to a separate documentation site that developers consult during Claude Code sessions across all repositories.
C. Use a CLAUDE.md hierarchy that scopes general standards broadly and project-specific context within each repository's local CLAUDE.md.
D. Stop using CLAUDE.md altogether and ask each developer to configure Claude Code manually for each project they work on.

Question 3

You are setting up a CI/CD pipeline for a new Claude application. The pipeline needs to run automated checks on every pull request before code can be merged.
The CI/CD checks would include...

A. Automated tests of the Claude integration, linting, and any other standard quality gates the team applies to its other services.
B. A full end-to-end production deployment on every pull request to catch all possible issues before any code is merged into the main branch.
C. Automated linting and security scanning, with Claude integration testing handled manually during pre- release verification by a designated reviewer.
D. Automated tests of the Claude integration only, with linting handled separately during local development on each developer's machine.

Question 4

You are choosing a Claude model for a high-volume classification task. Each classification is straightforward, latency requirements are tight, and per-request cost matters at scale.
Which model would you choose?

A. A mid-tier Claude model selected by default, because mid-tier models balance quality and cost in a way the team can apply across most tasks.
B. The largest, highest-capability Claude model, to maximize quality on every classification the application produces during normal operation across all requests.
C. Multiple Claude models in series, where each request runs through more than one model and the application combines the outputs into a final classification.
D. A smaller, faster Claude model, because the task is straightforward and the workload prioritizes latency and per-request cost at scale.

Question 5

You are designing a Claude application that maintains user sessions across multi-turn conversations. The product team has asked how the application will handle session lifecycle: when sessions should expire, how state is reset, and how the application avoids carrying stale context into new conversations.
How would you design session lifecycle?

A. Define explicit session expiration rules, state reset triggers, and rules for starting fresh sessions so stale context does not leak into new conversations.
B. Define explicit session expiration rules but rely on users to start new conversations when they want fresh context, with no automatic reset triggers in the application.
C. Define state reset triggers tied to specific application events but apply them across all sessions globally, with no per-session expiration rules.
D. Define a single short session timeout that applies across all conversations and treat the timeout as the application's complete session lifecycle mechanism.

Solutions: