A Practical Guide to API Rate Limiting

By Owen Gallagher · August 16, 2026 · Engineering

Few infrastructure components are treated with as much casual oversight as traffic throttling. Simple IP-based token buckets fall apart the moment traffic traverses cellular NAT gateways, causing thousands of legitimate handsets to suffer collective penalties for a single neighbor's surge.

Adopting a multi-tiered topology provides far better resilience: coarse perimeter filtering, authenticated per-user allocations at the service layer, and backend breakers designed to shed incoming volume before storage exhausts. Each stage isolates a specific concern with unique trade-offs.

Clear protocol feedback prevents outages. Emitting 429 codes paired with Retry-After directives and structured explanation gives external callers a predictable schedule, avoiding the uncoordinated storms caused by dropped connections.