314,552 interview questions from 6,000+ companies.
Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.
Tests conflict resolution and influence when a stakeholder challenges an architectural decision with meaningful business or technical stakes.
Design a grounded document Q&A system and explain how vector search improves retrieval quality, latency, and hallucination control in RAG.
Design state management for a multi-turn agent with context window limits, durable memory, and low-loss summarization of user preferences.
Explain how to manage memory, summarization, retrieval, and safety in a long-running LLM agent when context exceeds the model window.
Design guardrails for an autonomous LLM agent that limit harmful actions, resist prompt injection, and stop infinite loops.
Design an evaluation framework for an agentic workflow that measures accuracy, safety, and latency before production launch.
Tests your ability to implement end-to-end observability and auditability for agent behavior.
Tests your ability to compare tool-calling mechanisms for correctness, safety, and operational complexity.
Tests your understanding of LLM agent frameworks and when to apply each approach.
Tests your ability to build reliable structured-output generation using validation and repair loops.
Tests your ability to secure agent data access using least privilege and controlled authorization.
Tests your ability to implement safeguards against runaway loops in agentic workflows.
Tests your experience handling stateful workflows and maintaining context reliability.
Tests your ability to design safety controls that reduce prompt leakage and policy violations in production.
Tests your ability to build resilient async pipelines with durable state, retries, and idempotent behavior.
Tests your ability to reduce inference cost while maintaining quality in multi-agent workflows.
Tests your reliability engineering approach for agent workflows under real-world API constraints.
Tests your ability to design robust production multi-agent systems with state, async tools, and failure recovery.
23 total questions
