Design an Online Judge and Live Comments

Quick Overview

This question evaluates skills in designing scalable, secure distributed systems, covering execution sandboxing, multi-language code evaluation, worker scheduling and test-case management for an online judge, alongside low-latency publish/subscribe, fan-out, ordering and moderation strategies for a live-comment feature.

Design an Online Judge and Live Comments

Company: Meta

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

The onsite included two system design prompts: 1. Design an online judge platform where users submit code for programming problems. The system must support multiple languages, compile and run untrusted code in isolation, evaluate submissions against public and hidden test cases, enforce time and memory limits, and return verdicts such as Accepted, Wrong Answer, Runtime Error, and Time Limit Exceeded. Discuss APIs, storage, worker scheduling, sandboxing, burst handling during contests, and security. 2. Design a live-comment feature for a social media post. Users viewing a popular post should see new comments appear with very low latency. Explain the write path, read path, comment ordering, moderation, and how clients receive updates. Compare long polling, Server-Sent Events, and WebSockets, and discuss how to handle hot posts with very high fan-out.

Overview: This question evaluates skills in designing scalable, secure distributed systems, covering execution sandboxing, multi-language code evaluation, worker scheduling and test-case management for an online judge, alongside low-latency publish/subscribe, fan-out, ordering and moderation strategies for a live-comment feature.

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Apr 8, 2026
mediumSoftware EngineerOnsiteSystem Design
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The onsite included two system design prompts:

  1. Design an online judge platform where users submit code for programming problems. The system must support multiple languages, compile and run untrusted code in isolation, evaluate submissions against public and hidden test cases, enforce time and memory limits, and return verdicts such as Accepted, Wrong Answer, Runtime Error, and Time Limit Exceeded. Discuss APIs, storage, worker scheduling, sandboxing, burst handling during contests, and security.
  2. Design a live-comment feature for a social media post. Users viewing a popular post should see new comments appear with very low latency. Explain the write path, read path, comment ordering, moderation, and how clients receive updates. Compare long polling, Server-Sent Events, and WebSockets, and discuss how to handle hot posts with very high fan-out.

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