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\section{Conclusion}
The Hanzo API Gateway provides a unified interface for e-commerce operations, supporting both REST and GraphQL with consistent authentication, rate limiting, and caching. The system achieves 180K requests/second throughput with sub-25ms P99 latency and 99.99\% availability. Key innovations include GraphQL complexity analysis, distributed token bucket rate limiting, and a cache coherence protocol for commerce data.
Future directions include HTTP/3 support, edge computing for reduced latency, and machine learning-based anomaly detection for API abuse.
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