agent design Interview Questions
The most frequently asked agent design questions across all roles and companies, ranked by real interview frequency. Updated daily.
Design how an AI assistant exposes tools, enforces entitlements, and separates agents, orchestrator, and MCP server responsibilities.
JPMorganChaseDesign how to evaluate LLM outputs and adjust online and offline behavior from project feedback.
Amazon
Amazon ServicesDesign a RAG-based agent for internal document search at 100k users with low latency and strong factual grounding.
GoogleDesign an agentic system that investigates issues, decides when to act, and safely resolves them with a ReAct loop.
MetaDesign an LLM agent that analyzes Jira tickets, proposes vulnerability fixes, generates code, and submits changes safely.
DatadogExplain attention mechanics and how you would operationalize them in a production agent model.
AmazonChoose and design either an agent workflow automation or generative media solution through discovery, alignment, architecture, and implementation.
GoogleExplain how RAG, vector databases, Agentforce agents, and Prompt Builder work together in an enterprise AI system.
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