CCA Prep Q60 / 60 Agentic Architecture & Orchestration
2:00:00
Developer Productivity with Claude

Your developer productivity assistant handles four distinct task types: code review, documentation generation, dependency audits, and CI pipeline debugging. Three months after launch, developers report that responses to CI pipeline debugging requests often reference irrelevant documentation-generation guidelines, and code review suggestions bleed into dependency audit responses. Logs show all four task types are routed to a single Claude instance with a unified system prompt and shared tool set. What architectural change most effectively eliminates cross-task contamination?