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Agentic Interview Questions

The questions to prepare for Agentic interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

32questions
~4htotal time
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1
CodingStart here. 4 questions · ~33 min
Optimizing Sorting for Large DatasetsMedium

Explain how to choose and optimize sorting approaches for large datasets based on memory, data distribution, and stability requirements.

ArraysSortingGreedyAgentic
Optimizing Slow CodeMedium

Tests profiling, bottleneck identification, and targeted performance improvements.

Hash TablesArraysGreedyAgentic
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2
Generative AI & LLMs6 questions · ~49 min
Ethics in Generative AI DeploymentMedium

Discuss the main ethical risks in deploying generative AI, including hallucination, misuse, privacy, and governance.

HallucinationPrompt InjectionLLM EvaluationAgentic
Secure and Compliant AI SystemsHard

Tests ability to design secure, compliant AI systems with enterprise-grade controls and governance.

Prompt InjectionRAGLLM EvaluationAgentic
Secure Enterprise RAG DesignHard

Tests secure RAG architecture, access control, and data handling for enterprise document workflows.

Vector SearchPrompt InjectionRAGAgentic
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3
System Design7 questions · ~57 min
Verifying AI-Generated CodeHard

Tests your ability to design robust verification and safety mechanisms for AI code generation.

Feature DriftModel ServingQualityAgentic
Define Product Architecture FactorsMedium

Tests architectural tradeoffs, scalability, reliability, and maintainability for AI-enabled products.

InfrastructureFeature StoreModel ServingAgentic
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4
Behavioral & Leadership14 questions · ~114 min
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5
More topics1 question · ~8 min
Evaluate AI Solution EffectivenessMedium

Tests evaluation strategy, metrics selection, and evidence-driven iteration for AI systems.

PrecisionAccuracyRecallAgentic
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