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acto Interview Questions

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

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1
PipelinesStart here. 3 questions · ~24 min
SQL Translation vs Tool CallingMedium

Evaluates your approach to choosing between text-to-SQL and tool-calling for database access.

aacto
LLM Database InteractionMedium

Assesses your understanding of integrating LLMs with data sources and query execution.

aacto
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2
Machine Learning3 questions · ~24 min
Agent With Tools vs Pure LLMEasy

Evaluates your ability to explain system architecture choices for agentic vs pure LLM setups.

agentic systemsaacto
LLM Research Influencing ApproachMedium

Tests how you incorporate recent AI research into your engineering decisions.

aacto
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3
More topics4 questions · ~32 min
LangChain and Pydantic FamiliarityEasy

Assesses your practical familiarity with common agent and data modeling frameworks.

technical knowledgeaacto
Evaluating Agent System QualityMedium

Tests your evaluation methodology for verifying agent behavior and system correctness.

performance metricsaacto
Tool Selection With Expanding LibrariesHard

Evaluates your system design approach for scalable tool selection in agentic architectures.

performance managementaacto
LangChain Benefits and LimitsMedium

Tests your ability to critique framework tradeoffs for production-grade agent systems.

aacto
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