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The platform's massive success is largely driven by its early adoption of cutting-edge streaming technologies. | | Scalability | Horizontal scaling; each instance
| NFR | Target | |-----|--------| | | < 5 ms added per message (including Redis round‑trip). | | Throughput | Minimum 50 k msgs/s sustained per API instance. | | Scalability | Horizontal scaling; each instance is stateless except for Redis. | | Reliability | 99.95 % availability for the rate‑limit service. | | Observability | 99 % of request traces must contain rate_limit tag. | | Security | All policy updates require admin JWT with role:admin . | | Data Retention | Blocked‑message logs kept 90 days (configurable). | | Compliance | GDPR – user‑level counters are anonymous (hashed user_id). | | | Scalability | Horizontal scaling