
Rate Limiting Algorithms: Token Bucket, Sliding Window, and Beyond
A deep dive into rate limiting algorithms with implementations, trade-offs, and guidance on choosing the right approach for your API.
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A deep dive into rate limiting algorithms with implementations, trade-offs, and guidance on choosing the right approach for your API.

Network failures mean requests are retried — idempotent API design ensures that processing the same request twice produces the same result, preventing duplicate charges and orders.

Every API evolves — the question is whether you version through URL paths, headers, or query parameters, and how you handle breaking changes without breaking clients.

GraphQL isn't a REST replacement — it's an alternative with different trade-offs that matter depending on your client complexity, team size, and data shape.

Once you know the HTTP verbs, the real challenge begins — pagination, filtering, error formats, and versioning patterns that make APIs a pleasure to consume.