#llm agents

6 llm agents interview questions, asked at Meta, Snowflake, Microsoft. Last asked Sep 2026.

Design a voice and chat AI receptionist for businessesAI system designBusinesses want an AI receptionist that answers their phone number and chats on their website, app and messaging channels. It answers from information the business has approved…
Last asked Sep 2026
Design a pipeline that distills reusable agent skillsAI system designEnterprise customers run AI agents on their own tasks. Design a pipeline that automatically extracts reusable skills from that usage: a skill is a named package of instructions…
Last asked Sep 2026
Components of an LLM agent's memoryML designName the common components of an LLM agent's memory (for example the context window, a short-term scratchpad or conversation buffer, long-term stores of facts and past episodes…
Last asked Sep 2026
Design an agent that investigates support tickets automaticallyAI system designDesign an AI agent that picks up incoming support or on-call tickets and investigates them before a human does: it reads the ticket, gathers evidence from logs, dashboards, code…
Last asked Apr 2026
Keep private code from leaking through a coding agentAI system designA company runs an AI coding agent over its private repositories. Design the safeguards that stop private source code from leaking: into model training data, into answers shown to…
Last asked Apr 2026
Design a code review agentAI system designDesign an AI agent that reviews pull requests: it reads the diff and the surrounding code, leaves comments on bugs, risky changes and style problems, and may suggest fixes. Cover…
Last asked Mar 2026