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Interview questions by company and topic | SysRound

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25 questions

Showing 1–25

System designHard
Design a prompt playground
Design a prompt playground platform that allows users to create, test, and iterate on AI prompts with different models and parameters.
Companies: Anthropic, OpenAI
LLM Applications · System Design · System Design Fundamentals
Last reported Oct 2026
Open workspace
System designHard
Design a ChatGPT-style chat service with streaming model replies
Companies: OpenAI
LLM Applications · Real-Time Systems · System Design
Last reported Oct 2026
Open workspace
System designHard
Design a Large-Scale Streaming AI Product Feature
Companies: OpenAI
LLM Applications · Real-Time Systems · System Design

Last reported Aug 2026

System designHard

Design ChatGPT: Streaming Replies over SSE and Rendering Long Conversations

Companies: OpenAI

LLM Applications · Real-Time Systems · System Design

Last reported Jul 2026

System designMedium

Design A ChatGPT-Style Assistant Product

Companies: OpenAI

LLM Applications · Mobile Architecture & Performance · System Design

Last reported Jul 2026

System designMedium

Design a ChatGPT Playground

Companies: OpenAI

LLM Applications · State Management · System Design

Last reported Apr 2026

Machine learningMedium

Hallucination Playbook for a Live LLM Product: Measurement, Safeguards and UX

Companies: Anthropic

AI Product Management · LLM Applications

Last reported Apr 2026

Machine learningMedium

Pinning Down What an LLM Hallucination Is: Types, Causes and Boundaries

Companies: OpenAI

AI Product Management · LLM Applications

Last reported Apr 2026

System designHard

Design an AI playground editor

Companies: OpenAI

LLM Applications · System Design · System Design Fundamentals

Last reported Apr 2026

System designHard

Design guardrails and fallback for LLM reliability

Companies: Anthropic

Fault Tolerance & Failover · LLM Applications · System Design

Last reported Feb 2026

System designMedium

Design a Conversational AI Assistant

Companies: OpenAI

LLM Applications · Real-Time Systems

Last reported Jan 2026

ML system designHard

Design a chatbot fallback for unknown questions

Companies: OpenAI

AI Safety & Alignment · LLM Applications

Last reported Dec 2025

ML system designHard

Design and optimize a RAG system

Companies: OpenAI

LLM Applications · ML System Design · Retrieval-Augmented Generation

Last reported Dec 2025

System designHard

Design a GPT chat UI with snapshots and sharing

Companies: OpenAI

LLM Applications · Real-Time Systems · System Design

Last reported Sep 2025

ML system designMedium

Design an LLM-based binary classifier

Companies: Anthropic

LLM Applications · ML System Design · Prompt Engineering

Last reported Sep 2025

ML system designHard

Design enterprise RAG search system

Companies: OpenAI

LLM Applications · Retrieval-Augmented Generation

Last reported Aug 2025

ML system designHard

Design LLM search handling long token inputs

Companies: OpenAI

LLM Applications · Retrieval-Augmented Generation

Last reported Apr 2025

Machine learningMedium

Compare NLP tokenization and LLM recommendations

Companies: Google

LLM Applications · Transformers & Attention

Machine learningHard

Core Components of an LLM-Based AI Agent and How They Interact

Companies: Wells Fargo

AI Agents · LLM Applications

Machine learningMedium

Core Components of LLM Agent Memory: What Each Stores and How It Is Written and Read

Companies: Snowflake

AI Agents · LLM Applications

Machine learningMedium

Detecting and Containing LLM Hallucinations in a Customer-Facing AI Product

Companies: Google

AI Product Management · LLM Applications

Machine learningMedium

Explain LLMs, AI-native vs. conventional apps, daily AI use, and the dangers of AI

Companies: Intuit

AI-Assisted Development · LLM Applications

Machine learningMedium

Grounding, evaluation and bias controls for AI answers in Google Search

Companies: Google

AI Product Management · LLM Applications

Machine learningMedium

LLM Application Engineering: RAG vs Fine-Tuning, Context Limits, State and Prompt Injection

Companies: Mercor

LLM Applications · Retrieval-Augmented Generation

Machine learningHard

Using, Evaluating and Adapting a Pretrained Large Language Model

Companies: Wells Fargo

Fine-Tuning & Alignment Techniques · LLM Applications