CCA-F 무료 덤프문제 온라인 액세스

An automated code review pipeline is configured to analyze pull requests modifying dozens of files. To avoid attention dilution and contradictory findings, what is the recommended task decomposition strategy?

• A.Split the review into focused per-file local analysis passes, followed by a separate integration-focused pass examining cross-file data flow.
• B.Execute three independent review passes on the entire pull request and only flag issues that appear in at least two runs.
• C.Instruct the model to perform a single-pass review but explicitly prioritize security vulnerabilities over style inconsistencies.
• D.Analyze all files simultaneously using a model with a maximum context window to ensure complete cross-file visibility.

How can a coordinator agent effectively execute multiple subagents in parallel to speed up a complex research task?

• A.By emitting multiple Task tool calls within a single response turn.
• B.By setting the concurrency frontmatter field to a value greater than 1.
• C.By invoking the parallel_execute method provided natively in the Agent SDK.
• D.By using the fork_session command for each subagent sequentially.

To optimize a structured data extraction pipeline, you want to route only the most uncertain documents to your limited pool of human reviewers. Which method provides the most reliable calibration for this routing?

• A.Routing any document that triggers a validation-retry loop more than once.
• B.Relying on the model's self-reported confidence score in the conversational text output.
• C.Escalating documents based solely on the aggregate accuracy metric of the entire pipeline.
• D.Having the model output field-level confidence scores, and calibrating those thresholds using a labeled validation set.

Under which condition is a validation-retry loop fundamentally ineffective for improving data extraction quality?

• A.When the model outputs a format mismatch.
• B.When the line items fail to sum to the stated total.
• C.When there is a structural output error in the response.
• D.When the required information is entirely absent from the provided source document.

Which of the following statements correctly describe best practices for integrating Claude Code into a CI/CD pipeline? Choose 2 correct answers.

• A.Separating the code generation session from the code review session to ensure the reviewer evaluates the code objectively.
• B.Using the -p flag for non-interactive execution so the pipeline does not hang waiting for user input.
• C.Running Claude Code in interactive mode to allow developers to answer clarifying questions during the build process.
• D.Using the Message Batches API for blocking pre-merge checks to maximize cost savings.