Luxoft Agentic AI Engineer Interview Questions

The questions to prepare for a Luxoft Agentic AI Engineer interview. Questions from real interview reports rank first. Updated daily.

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Generative AI & LLMsStart here. 3 questions · ~24 min

Explain how to manage memory, summarization, retrieval, and safety in a long-running LLM agent when context exceeds the model window.

Implementing ReAct in ProductionMedium

Tests your ability to operationalize ReAct-style agent reasoning and tool use safely and reliably.

agentic systemsproduction environment

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Mitigating Hallucinations in AgentsMedium

Assesses your approach to reducing hallucinations while maintaining agent usefulness.

Risk Management

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System Design4 questions · ~32 min

Assesses your understanding of scalability, reliability, and operational concerns for agent workflows.

Autonomous Agent with Three APIsHard

Tests your ability to design robust agent systems integrating multiple internal data sources.

system designapi integration

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Human-in-the-Loop Feedback LoopMedium

Evaluates your ability to add oversight and learning while preserving low-latency performance.

performancefeedback loop

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LangChain vs Custom OrchestrationMedium

Evaluates your system design judgment for agent orchestration in production environments.

design trade-offs

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