Your question is LLM Agent for Jira. 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).
Design an LLM agent system that analyzes Jira tickets to identify potential vulnerabilities, proposes solutions, and automatically generates code to submit.
Asked in the Virtual Onsite System Design stage. This was the second half, 30 mins, of the System Design round.
Address the end-to-end architecture, including Jira and repository integration, ticket retrieval, vulnerability analysis, solution generation, code validation, pull request submission, and approval controls. Explain how you would evaluate correctness and security, handle hallucinations and non-deterministic outputs, and monitor the system in production. Discuss what should run synchronously versus asynchronously, and ask clarifying questions where requirements are unspecified.