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Anthropic CCAO-F Exam Syllabus Topics:

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are a project manager reviewing stakeholder messages that teammates have drafted about Claude's role in a workflow.
Which two messages are appropriate for stakeholder communication about Claude? (Select two.) Each correct answer presents part of the solution.

A) An honest description of where Claude assists and where humans retain decisions
B) A claim that Claude will handle every task without any human involvement
C) A vague reassurance that "the AI is taking care of it" without further detail
D) A claim that the model never makes errors and requires no quality review
E) A clear statement of the limits and known failure modes of the integration

2. A senior manager is reviewing a colleague's habit of never updating their team's Project configurations because "if it works once, it works forever." Which feedback is most warranted?

A) Configurations should be updated on a fixed schedule regardless of whether the underlying policies and source documents have changed, since regular maintenance prevents drift.
B) Configurations should be updated only when output quality visibly degrades, since proactive updates risk introducing regressions in working configurations.
C) Configurations should be reviewed and updated periodically because policies, terminology, and source documents change over time, even when output quality has not visibly degraded.
D) Configurations should be left alone if the team is satisfied with current outputs, and any required updates should be handled at the chat level rather than the Project level.

3. A manager is deciding what changes to make while conducting a Memory maintenance review for a long- running workflow.
Which two actions best support Memory quality over time? (Select two.)

A) Leave all memories untouched on the basis that the workflow has been running consistently and no output-quality issues have been reported.
B) Delete all memories as the maintenance action to ensure a clean slate, then allow Claude to rebuild context organically through subsequent workflow runs.
C) Disable Memory entirely to eliminate the risk of stale entries surfacing in future workflow runs.
D) Export the current memories as a backup before making changes, so prior context can be restored if a maintenance edit unintentionally removes information the workflow still depends on.
E) Identify and edit or delete entries that are stale, inaccurate, or no longer relevant, and add context Claude has not automatically captured but the workflow continues to need.

4. An HR business partner is configuring two separate Projects for two distinct client engagements.
Which configuration best prevents context bleed between the two engagements?

A) Use a single shared Project for both client engagements with combined memory, knowledge sources, and instructions, on the assumption that Claude will keep the two clients' contexts separate without configuration.
B) Skip Project configuration entirely and use general chats for both engagements, which provides no scoped memory contexts and offers no structural separation between the two clients' work streams.
C) Set up each Project with its own distinct memory context, knowledge sources, and instructions, and verify that information from one Project does not appear in the other Project's responses.
D) Configure both Projects to share the same memory context to reduce setup effort, even though shared memory between unrelated client engagements is precisely the configuration that produces context bleed.

5. You are a marketing manager deciding what to include in custom instructions for a writing-focused Project.
Which two items belong in the custom instructions? (Select two.)
Each correct answer presents a complete solution.

A) A representative sample of past writing that reflects the team's preferred style and structure.
B) The preferred writing style of the marketing manager who will review all final deliverables.
C) The brand voice and tonal expectations the writing must follow.
D) The prompt author's preferred response length for internal messages unrelated to external deliverables.
E) The standard structure and length expectations for typical deliverables.

Solutions: