How do you handle an LLM agents interview?

You have an interview on your agenda titled **“Agents Interview.”** Explain how you would approach this interview if it is about designing and evaluating an **LLM-powered agent** (a system that can plan, use tools/APIs, and complete multi-step tasks). Cover: - What clarifying questions you would ask about the agent’s **use case** and constraints. - A high-level **architecture** (LLM, tools, orchestration, memory/state, retrieval, guardrails). - How you would ensure **reliability** (tool failures, retries, idempotency, timeouts), **safety** (prompt injection/data exfiltration), and **cost/latency** control. - How you would **evaluate** and iterate (offline eval, online metrics, human-in-the-loop, regression testing).