Your question is Design an LLM Jira Ticket Agent. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Jira ticket agent system: design an LLM agent system that automatically handles Jira tickets and opens PRs.
Asked in the phone screen stage. LLM agent system design round for AI agent role.
Design a practical end-to-end system that reads an eligible Jira ticket, understands the requested change, modifies the codebase, runs validation, and creates a pull request. Explain the agent workflow, Jira and repository integrations, approval boundaries, evaluation, observability, and failure handling. State the clarifying questions and scale assumptions you would need before selecting infrastructure.
