Design a live-stream comments system
Company: Microsoft
Role: Software Engineer
Category: System Design
Difficulty: hard
Interview Round: Technical Screen
Overview: This question evaluates design skills for scalable, low-latency real-time comment systems, covering architecture, data modeling, APIs, ingestion and fanout strategies, streaming/messaging trade-offs, and operational concerns such as rate limiting, backpressure, and failure handling.
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