Optimize HTTP requests for speed and limits

Company: Anthropic

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Quick Answer: This question evaluates understanding of concurrency, throughput optimization, rate limiting, and trade-offs in designing scalable networked services. It is commonly asked to assess architectural decision-making for handling large-scale HTTP request workloads, falls under the System Design domain, and tests practical application–level design thinking rather than low-level coding details.