Domain 7 · 7% of the exam
Developer Productivity & Operational Enablement
Configure Claude for teams, improve AI-assisted workflows, and support debugging and ops.
Objectives
- 7.1
Configure Claude tools and environments for teams (e.g., Claude Code)
Standardize Claude Code and related tooling with project-scoped shared rules, skills, and MCP — plus secret hygiene and a documented bootstrap — so personal config never stands in for team standards.
- 7.2
Improve developer workflows using AI-assisted tooling
Embed AI assist into repetitive high-friction steps (review drafts, docs, flaky triage) while humans keep merge/release ownership, and prove value with time saved and error rates — not vanity adoption.
- 7.3
Support debugging and operational issue resolution
Debug Claude, tool, and MCP failures with logs, traces, and minimal fixtures; classify product vs prompt/tool/MCP bugs; capture fixes as reusable runbooks instead of guessing.