Implement Layered Endpoint and Global Rate Limits

Quick Overview

Design an in-process rolling-window rate limiter that enforces both per-endpoint and backend-wide limits atomically. Examine boundary semantics, concurrent calls, bounded endpoint state, deterministic testing, retry metadata, and the trade-offs of distributed enforcement.

Implement Layered Endpoint and Global Rate Limits

Company: Headway

Role: Software Engineer

Category: Software Engineering Fundamentals

Difficulty: medium

Interview Round: Technical Screen

Overview: Design an in-process rolling-window rate limiter that enforces both per-endpoint and backend-wide limits atomically. Examine boundary semantics, concurrent calls, bounded endpoint state, deterministic testing, retry metadata, and the trade-offs of distributed enforcement.

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Jun 15, 2026
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