Q30 of 60 — CCA Practice Exam

Claude Code for Continuous Integration

Your CI pipeline uses a Claude Code agent to triage incoming pull requests: it labels PRs by type (bug fix, feature, refactor, docs), assigns reviewers, and runs targeted test suites based on label. Three weeks after deployment, the team reports that the agent frequently mis-labels PRs that combine a bug fix with a refactor, causing the wrong test suites to run and reviewers to be misassigned. Logs show the agent receives the full PR diff and description correctly. What is the most effective architectural change to address this?

A. Add a dedicated intent-classification step before the triage agent that identifies multi-type PRs and routes them to a specialized orchestration path with its own tools and system prompt.

B. Expand the triage agent's system prompt with detailed examples of mixed-type PRs and explicit instructions for assigning a primary label when multiple change types are present.

C. Increase the triage agent's context window allocation so it can analyze a larger portion of the diff before making its labeling and reviewer-assignment decision.

D. Require developers to manually specify the PR type in the pull request description template so the agent can skip classification and proceed directly to reviewer assignment.