agent workflows Interview Questions

The most frequently asked agent workflows questions across all roles and companies, ranked by real interview frequency. Updated daily.

27questions

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System DesignStart here. 15 questions · ~120 min

Design state and memory management for long running agentic workflows with retrieval, persistence, serving, and failure handling.

Design an agent workflow system that manages non-deterministic planning, tool use, and output quality in production.

Agentic System with ReAct LoopHard

Design an agentic system that investigates issues, decides when to act, and safely resolves them with a ReAct loop.

agent workflowsiterative reasoningagent design

Meta

LLM Agent for JiraHard

Design an LLM agent that analyzes Jira tickets, proposes vulnerability fixes, generates code, and submits changes safely.

agent workflowsagent designfailure modes

Datadog

Agent vs Media Content SolutionHard

Choose and design either an agent workflow automation or generative media solution through discovery, alignment, architecture, and implementation.

agent workflowsarchitecture patternsagent design

Google

Explain LLM Concepts Used in Agent SystemsHard

Explain how RAG, vector databases, Agentforce agents, and Prompt Builder work together in an enterprise AI system.

agent workflowsfactual groundingagent design

Salesforce

Agentic AI System DesignHard

Design an agentic system with triage, investigation, and resolution stages under strict latency, safety, and monitoring constraints.

agent workflowsagentic systemsagent design

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Generative AI & LLMs9 questions · ~72 min

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