Top 34
Prep plan
Updated weekly · Last refresh Aug 30

Replit Agentic AI Engineer Interview Questions

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

34questions
~5htotal time
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1
Generative AI & LLMsStart here. 7 questions · ~56 min
Fix Hallucinations in RAG AnswersEasy

Reduce hallucinations in a RAG system even when retrieval is already correct, using grounding, verification, and evaluation.

Replit
Evaluate a Grounded Support AssistantMedium

Design an eval-first framework for a grounded LLM assistant, covering quality, hallucination, safety, latency, and cost before scaling.

HallucinationStructured ExtractionLLM EvaluationReplit
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2
Pipelines7 questions · ~56 min
Outcome-Linked Models for Deploys and RetentionHard

Tests your ability to model end-to-end linkage from agent behavior to business outcomes.

ETLData ModelingQualityReplit
Dashboards for Agent PerformanceMedium

Tests your ability to design reporting that operationalizes agent performance.

InfrastructureData ModelingQualityReplit
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3
Model Evaluation9 questions · ~72 min
Experiments for Model-to-UX ChangesHard

Tests your ability to run rigorous experiments across model and UX layers with real-world constraints.

Cross-ValidationBias-Variance TradeoffThreshold TuningReplit
Retention Linked to Agent InteractionsMedium

Tests your ability to connect agent behavior to retention outcomes.

AUC-ROCAccuracyRecallReplit
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4
System Design4 questions · ~32 min
Variation Across Tasks and SegmentsHard

Tests your ability to connect observed variation to actionable, targeted engineering recommendations.

Cold StartFeature DriftRecommendation SystemsReplit
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5
Behavioral & Leadership6 questions · ~48 min
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6
More topics1 question · ~8 min
Python Libraries for Data AnalysisEasy

Tests your hands-on data analysis workflow using Python libraries.

Hash TablesArraysSortingReplit
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