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CCA-F Questions & Answers
Exam Code: CCA-F
Exam Name: Claude Certified Architect - Foundations
Certification Provider: Anthropic
CCA-F Premium File
134 Questions & Answers
Last Update: Nov 2, 2026
Includes questions types found on actual exam such as drag and drop, simulation, type in, and fill in the blank.
Verified by experts
CCA-F Questions & Answers
Exam Code: CCA-F
Exam Name: Claude Certified Architect - Foundations
Certification Provider: Anthropic
CCA-F Premium File
134 Questions & Answers
Last Update: Nov 2, 2026
Includes questions types found on actual exam such as drag and drop, simulation, type in, and fill in the blank.
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Claude Certified Architect - Foundations CCA-F Practice Test 5

Question 40

A worker sees a conflicting policy summary from another worker but no original policy text. What should be sent before asking it to resolve conflict?

  1. Ask the worker to decide which summary feels more authoritative
  2. Provide the quoted relevant policy facts and their source locations in the invocation
  3. Send only the two inconsistent summary sentences
  4. Replace the disagreement with a synthesized compromise rule

Explanation

Correct Answer

B:

Isolated agents need the evidence to make an independent comparison. The appropriate implementation is “Provide the quoted relevant policy facts and their source locations in the invocation”. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow. By comparison, “Ask the worker to decide which summary feels more authoritative” is inadequate. Authority cannot be judged without the relevant policy text and source. An alternative, “Send only the two inconsistent summary sentences”, fails here. The missing original passage remains unresolved. “Replace the disagreement with a synthesized compromise rule” does not establish the required outcome. A fabricated middle policy is not authoritative evidence.

Incorrect Answers

A:

Authority cannot be judged without the relevant policy text and source. The proposal “Ask the worker to decide which summary feels more authoritative” conflicts with the required decision. “Provide the quoted relevant policy facts and their source locations in the invocation” addresses the actual condition. Isolated agents need the evidence to make an independent comparison. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

C:

The missing original passage remains unresolved. This alternative suggests “Send only the two inconsistent summary sentences”, whereas the supported approach is “Provide the quoted relevant policy facts and their source locations in the invocation”. Isolated agents need the evidence to make an independent comparison. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

D:

“Replace the disagreement with a synthesized compromise rule” is the wrong action for this case. A fabricated middle policy is not authoritative evidence. The supported choice is “Provide the quoted relevant policy facts and their source locations in the invocation”. Isolated agents need the evidence to make an independent comparison. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

Question 41

A coordinator invokes an agent with only “write the final report” after lengthy prior research. What is missing?

  1. Add the research goal, verified evidence and output constraints to the new agent's task
  2. Give a single instruction to write a report without restating its evidence
  3. Pass only the desired output length and style
  4. Assume a new agent has full private access to the parent transcript

Explanation

Correct Answer

A:

The choice “Add the research goal, verified evidence and output constraints to the new agent's task” fits the stated constraints. A subagent's input must be self-sufficient rather than relying on unseen parent context. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task. An alternative, “Give a single instruction to write a report without restating its evidence”, fails here. A new worker lacks the required findings and source scope. “Pass only the desired output length and style” does not establish the required outcome. Formatting constraints do not supply the research goal or facts. By comparison, “Assume a new agent has full private access to the parent transcript” is inadequate. Agent context must be explicitly provided within permission boundaries.

Incorrect Answers

B:

A new worker lacks the required findings and source scope. This alternative suggests “Give a single instruction to write a report without restating its evidence”, whereas the supported approach is “Add the research goal, verified evidence and output constraints to the new agent's task”. A subagent's input must be self-sufficient rather than relying on unseen parent context. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

C:

“Pass only the desired output length and style” is the wrong action for this case. Formatting constraints do not supply the research goal or facts. The supported choice is “Add the research goal, verified evidence and output constraints to the new agent's task”. A subagent's input must be self-sufficient rather than relying on unseen parent context. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

D:

Agent context must be explicitly provided within permission boundaries. The proposal “Assume a new agent has full private access to the parent transcript” conflicts with the required decision. “Add the research goal, verified evidence and output constraints to the new agent's task” addresses the actual condition. A subagent's input must be self-sufficient rather than relying on unseen parent context. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

Question 42

A test runner subagent is accidentally able to modify release secrets. How should its configuration be hardened?

  1. Keep release-secret write access because the worker mostly runs tests
  2. Tell the worker not to use its privileged release tools
  3. Give the test agent deployment credentials but remove test-file read access
  4. Constrain the subagent definition to test execution and necessary files only

Explanation

Correct Answer

D:

The allowed tool set should prevent unrelated credential or deployment access. In practical terms this means “Constrain the subagent definition to test execution and necessary files only”. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow. An alternative, “Keep release-secret write access because the worker mostly runs tests”, fails here. An unintended test command could still modify production secrets. “Tell the worker not to use its privileged release tools” does not establish the required outcome. Natural-language caution does not enforce capability restrictions. By comparison, “Give the test agent deployment credentials but remove test-file read access” is inadequate. The resulting privilege set is both risky and unsuitable for testing.

Incorrect Answers

A:

An unintended test command could still modify production secrets. This alternative suggests “Keep release-secret write access because the worker mostly runs tests”, whereas the supported approach is “Constrain the subagent definition to test execution and necessary files only”. The allowed tool set should prevent unrelated credential or deployment access. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

B:

“Tell the worker not to use its privileged release tools” is the wrong action for this case. Natural-language caution does not enforce capability restrictions. The supported choice is “Constrain the subagent definition to test execution and necessary files only”. The allowed tool set should prevent unrelated credential or deployment access. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

C:

The resulting privilege set is both risky and unsuitable for testing. The proposal “Give the test agent deployment credentials but remove test-file read access” conflicts with the required decision. “Constrain the subagent definition to test execution and necessary files only” addresses the actual condition. The allowed tool set should prevent unrelated credential or deployment access. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

Question 43

A report coordinator passes only a flattened summary that drops the study dates. What is the safer handoff?

  1. Forward a date-free summary of the results as if all studies were current
  2. Merge source conclusions but discard document titles and record IDs
  3. Preserve structured dates, source labels and caveats when transferring findings
  4. Ask the report agent to infer study periods from the narrative

Explanation

Correct Answer

C:

“Preserve structured dates, source labels and caveats when transferring findings” is the most defensible choice here. Handoff summaries must not erase facts required to interpret the evidence. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task. “Forward a date-free summary of the results as if all studies were current” does not establish the required outcome. Study dates determine the validity of time-sensitive findings. By comparison, “Merge source conclusions but discard document titles and record IDs” is inadequate. The writer cannot trace contradictory observations to their origins. An alternative, “Ask the report agent to infer study periods from the narrative”, fails here. Missing temporal metadata cannot be reliably reconstructed.

Incorrect Answers

A:

“Forward a date-free summary of the results as if all studies were current” is the wrong action for this case. Study dates determine the validity of time-sensitive findings. The supported choice is “Preserve structured dates, source labels and caveats when transferring findings”. Handoff summaries must not erase facts required to interpret the evidence. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

B:

The writer cannot trace contradictory observations to their origins. The proposal “Merge source conclusions but discard document titles and record IDs” conflicts with the required decision. “Preserve structured dates, source labels and caveats when transferring findings” addresses the actual condition. Handoff summaries must not erase facts required to interpret the evidence. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

D:

Missing temporal metadata cannot be reliably reconstructed. This alternative suggests “Ask the report agent to infer study periods from the narrative”, whereas the supported approach is “Preserve structured dates, source labels and caveats when transferring findings”. Handoff summaries must not erase facts required to interpret the evidence. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

Question 44

A coordinator tries to spawn an expert by mentioning its nickname in ordinary prose. What is required?

  1. Write “please use analyst” without a tool invocation
  2. Make an explicit invocation through the configured agent tool with a valid task prompt
  3. Call a generic shell interpreter to locate a presumed agent program
  4. Fabricate an agent response so the coordinator can continue

Explanation

Correct Answer

B:

A conversational reference to a specialist is not an executable delegation request. That is the reason to prefer “Make an explicit invocation through the configured agent tool with a valid task prompt”. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow. By comparison, “Write “please use analyst” without a tool invocation” is inadequate. Mentioning a specialist does not start an execution. An alternative, “Call a generic shell interpreter to locate a presumed agent program”, fails here. Agent invocation must use the configured tool interface. “Fabricate an agent response so the coordinator can continue” does not establish the required outcome. The expert was never called and no evidence was produced.

Incorrect Answers

A:

Mentioning a specialist does not start an execution. The proposal “Write “please use analyst” without a tool invocation” conflicts with the required decision. “Make an explicit invocation through the configured agent tool with a valid task prompt” addresses the actual condition. A conversational reference to a specialist is not an executable delegation request. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

C:

Agent invocation must use the configured tool interface. This alternative suggests “Call a generic shell interpreter to locate a presumed agent program”, whereas the supported approach is “Make an explicit invocation through the configured agent tool with a valid task prompt”. A conversational reference to a specialist is not an executable delegation request. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

D:

“Fabricate an agent response so the coordinator can continue” is the wrong action for this case. The expert was never called and no evidence was produced. The supported choice is “Make an explicit invocation through the configured agent tool with a valid task prompt”. A conversational reference to a specialist is not an executable delegation request. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

Question 45

A search specialist can browse but should not approve financial transfers. How should its capability be described?

  1. Define a narrow role and explicit tool restrictions separating research from transactions
  2. Give the search worker access to payment and refund APIs
  3. Rely on an instruction saying “never approve payments” while retaining the capability
  4. Give research and transaction workers identical credentials for convenience

Explanation

Correct Answer

A:

A search-only specialist should have a role description and executable tool permissions that permit reading evidence but not issuing financial transfers. The appropriate implementation is “Define a narrow role and explicit tool restrictions separating research from transactions”. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task. An alternative, “Give the search worker access to payment and refund APIs”, fails here. Research tasks do not require the power to transfer money. “Rely on an instruction saying “never approve payments” while retaining the capability” does not establish the required outcome. Prompt text cannot replace enforced authorization boundaries. By comparison, “Give research and transaction workers identical credentials for convenience” is inadequate. A narrower role should have narrower approved tools.

Incorrect Answers

B:

Research tasks do not require the power to transfer money. This alternative suggests “Give the search worker access to payment and refund APIs”, whereas the supported approach is “Define a narrow role and explicit tool restrictions separating research from transactions”. A search-only specialist should have a role description and executable tool permissions that permit reading evidence but not issuing financial transfers. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

C:

“Rely on an instruction saying “never approve payments” while retaining the capability” is the wrong action for this case. Prompt text cannot replace enforced authorization boundaries. The supported choice is “Define a narrow role and explicit tool restrictions separating research from transactions”. A search-only specialist should have a role description and executable tool permissions that permit reading evidence but not issuing financial transfers. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

D:

A narrower role should have narrower approved tools. The proposal “Give research and transaction workers identical credentials for convenience” conflicts with the required decision. “Define a narrow role and explicit tool restrictions separating research from transactions” addresses the actual condition. A search-only specialist should have a role description and executable tool permissions that permit reading evidence but not issuing financial transfers. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

Question 46

A coordinator creates five serial agents to check five independent documents. What can improve latency?

  1. Review independent documents one after another without a dependency
  2. Launch all five reviewers with identical document assignments
  3. Accept whichever reviewer returns first as the complete five-document analysis
  4. Invoke independent document reviewers concurrently and aggregate their results afterward

Explanation

Correct Answer

D:

The choice “Invoke independent document reviewers concurrently and aggregate their results afterward” fits the stated constraints. Parallel dispatch is suitable when tasks have no required data dependency. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow. An alternative, “Review independent documents one after another without a dependency”, fails here. Artificial serial order wastes time on separable work. “Launch all five reviewers with identical document assignments” does not establish the required outcome. Duplication does not achieve distinct document coverage. By comparison, “Accept whichever reviewer returns first as the complete five-document analysis” is inadequate. One result cannot establish that every required document was assessed.

Incorrect Answers

A:

Artificial serial order wastes time on separable work. This alternative suggests “Review independent documents one after another without a dependency”, whereas the supported approach is “Invoke independent document reviewers concurrently and aggregate their results afterward”. Parallel dispatch is suitable when tasks have no required data dependency. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

B:

“Launch all five reviewers with identical document assignments” is the wrong action for this case. Duplication does not achieve distinct document coverage. The supported choice is “Invoke independent document reviewers concurrently and aggregate their results afterward”. Parallel dispatch is suitable when tasks have no required data dependency. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

C:

One result cannot establish that every required document was assessed. The proposal “Accept whichever reviewer returns first as the complete five-document analysis” conflicts with the required decision. “Invoke independent document reviewers concurrently and aggregate their results afterward” addresses the actual condition. Parallel dispatch is suitable when tasks have no required data dependency. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

Question 47

An analyst worker fails because its input refers to “the file from earlier.” What should the coordinator change?

  1. Pass the phrase “the earlier file” without a stable handle
  2. Use the file basename alone when several documents share that name
  3. Pass a resolvable file identifier and the exact requested analysis scope
  4. Give the worker broad filesystem access to search for a guess

Explanation

Correct Answer

C:

A worker invoked with isolated context cannot resolve “the earlier file” reliably; its input must include the exact file identifier and analysis scope. In practical terms this means “Pass a resolvable file identifier and the exact requested analysis scope”. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task. “Pass the phrase “the earlier file” without a stable handle” does not establish the required outcome. The worker cannot resolve an implicit parent-session reference. By comparison, “Use the file basename alone when several documents share that name” is inadequate. A concrete unique identifier is needed for reproducible selection. An alternative, “Give the worker broad filesystem access to search for a guess”, fails here. Unbounded access is not a substitute for supplying the specified input.

Incorrect Answers

A:

“Pass the phrase “the earlier file” without a stable handle” is the wrong action for this case. The worker cannot resolve an implicit parent-session reference. The supported choice is “Pass a resolvable file identifier and the exact requested analysis scope”. A worker invoked with isolated context cannot resolve “the earlier file” reliably; its input must include the exact file identifier and analysis scope. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

B:

A concrete unique identifier is needed for reproducible selection. The proposal “Use the file basename alone when several documents share that name” conflicts with the required decision. “Pass a resolvable file identifier and the exact requested analysis scope” addresses the actual condition. A worker invoked with isolated context cannot resolve “the earlier file” reliably; its input must include the exact file identifier and analysis scope. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

D:

Unbounded access is not a substitute for supplying the specified input. This alternative suggests “Give the worker broad filesystem access to search for a guess”, whereas the supported approach is “Pass a resolvable file identifier and the exact requested analysis scope”. A worker invoked with isolated context cannot resolve “the earlier file” reliably; its input must include the exact file identifier and analysis scope. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

Question 48

An incident-summary agent inherits a long irrelevant customer chat when invoked from a parent session. What design is preferable?

  1. Include the full unrelated customer chat and all its identifiers in the subagent call
  2. Start the specialist with a minimal explicit task and evidence payload rather than the entire chat
  3. Send only the words “summarize this incident”
  4. Assume the specialist can read all parent messages automatically

Explanation

Correct Answer

B:

“Start the specialist with a minimal explicit task and evidence payload rather than the entire chat” is the most defensible choice here. Bounded context limits distraction and prevents unnecessary sensitive data exposure. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow. By comparison, “Include the full unrelated customer chat and all its identifiers in the subagent…” is inadequate. Excess context and private data obscure the incident evidence. An alternative, “Send only the words “summarize this incident””, fails here. The worker lacks the bounded facts and requested output. “Assume the specialist can read all parent messages automatically” does not establish the required outcome. A separate invocation needs an explicit, scoped evidence payload.

Incorrect Answers

A:

Excess context and private data obscure the incident evidence. The proposal “Include the full unrelated customer chat and all its identifiers in the subagent…” conflicts with the required decision. “Start the specialist with a minimal explicit task and evidence payload rather than the entire chat” addresses the actual condition. Bounded context limits distraction and prevents unnecessary sensitive data exposure. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

C:

The worker lacks the bounded facts and requested output. This alternative suggests “Send only the words “summarize this incident””, whereas the supported approach is “Start the specialist with a minimal explicit task and evidence payload rather than the entire chat”. Bounded context limits distraction and prevents unnecessary sensitive data exposure. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

D:

“Assume the specialist can read all parent messages automatically” is the wrong action for this case. A separate invocation needs an explicit, scoped evidence payload. The supported choice is “Start the specialist with a minimal explicit task and evidence payload rather than the entire chat”. Bounded context limits distraction and prevents unnecessary sensitive data exposure. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

Question 49

A coordinator needs a specialist to find only gaps in a draft report. What should the invocation specify?

  1. Provide the draft, original requirements, source evidence and gap-identification criteria
  2. Tell the specialist merely to “improve the report”
  3. Send the draft but omit the original requested topics
  4. Ask the specialist to rewrite the draft rather than enumerate gaps

Explanation

Correct Answer

A:

Specific prompts let specialized agents test coverage instead of reinventing the report. That is the reason to prefer “Provide the draft, original requirements, source evidence and gap-identification criteria”. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task. An alternative, “Tell the specialist merely to “improve the report””, fails here. That does not define which omissions should be identified. “Send the draft but omit the original requested topics” does not establish the required outcome. Gap detection requires a comparison baseline. By comparison, “Ask the specialist to rewrite the draft rather than enumerate gaps” is inadequate. Rewriting can hide missing requirements instead of exposing them.

Incorrect Answers

B:

That does not define which omissions should be identified. This alternative suggests “Tell the specialist merely to “improve the report””, whereas the supported approach is “Provide the draft, original requirements, source evidence and gap-identification criteria”. Specific prompts let specialized agents test coverage instead of reinventing the report. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

C:

“Send the draft but omit the original requested topics” is the wrong action for this case. Gap detection requires a comparison baseline. The supported choice is “Provide the draft, original requirements, source evidence and gap-identification criteria”. Specific prompts let specialized agents test coverage instead of reinventing the report. Keep the specialist’s work bounded, route its conclusions through the coordinator, and verify the output before it changes the parent workflow.

D:

Rewriting can hide missing requirements instead of exposing them. The proposal “Ask the specialist to rewrite the draft rather than enumerate gaps” conflicts with the required decision. “Provide the draft, original requirements, source evidence and gap-identification criteria” addresses the actual condition. Specific prompts let specialized agents test coverage instead of reinventing the report. A specialist is useful only when its declared capabilities, permitted tools, context payload, and required output are aligned with the delegated task.

Question 50

A support agent may issue refunds only after identity verification. What enforces the prerequisite reliably?

  1. Rely on a reminder to check identity before using the refund tool
  2. Let the refund tool run and verify identity afterward
  3. Treat a supplied account name as proof of verified identity
  4. Gate the refund tool in application code on a verified identity state

Explanation

Correct Answer

D:

A prompt reminder cannot guarantee that an external money-moving action observes required order. The appropriate implementation is “Gate the refund tool in application code on a verified identity state”. Make the dependency and approval boundary observable, reject prohibited side effects before execution, and preserve a traceable handoff to the next step. An alternative, “Rely on a reminder to check identity before using the refund tool”, fails here. Prompt instructions cannot enforce authorization of irreversible side effects. “Let the refund tool run and verify identity afterward” does not establish the required outcome. The prerequisite must be satisfied before money moves. By comparison, “Treat a supplied account name as proof of verified identity” is inadequate. An uncorroborated identifier is not an authenticated verification state.

Incorrect Answers

A:

Prompt instructions cannot enforce authorization of irreversible side effects. This alternative suggests “Rely on a reminder to check identity before using the refund tool”, whereas the supported approach is “Gate the refund tool in application code on a verified identity state”. A prompt reminder cannot guarantee that an external money-moving action observes required order. Workflow gates must be enforced by application logic or configured tools, not merely suggested in a prompt, particularly when money, privacy, or production state could change.

B:

“Let the refund tool run and verify identity afterward” is the wrong action for this case. The prerequisite must be satisfied before money moves. The supported choice is “Gate the refund tool in application code on a verified identity state”. A prompt reminder cannot guarantee that an external money-moving action observes required order. Make the dependency and approval boundary observable, reject prohibited side effects before execution, and preserve a traceable handoff to the next step.

C:

An uncorroborated identifier is not an authenticated verification state. The proposal “Treat a supplied account name as proof of verified identity” conflicts with the required decision. “Gate the refund tool in application code on a verified identity state” addresses the actual condition. A prompt reminder cannot guarantee that an external money-moving action observes required order. Workflow gates must be enforced by application logic or configured tools, not merely suggested in a prompt, particularly when money, privacy, or production state could change.

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