Rate Limiting & Session Store
The gateway pattern every public API needs: Redis sliding-window (or token-bucket) limits per IP, user, and API key; session or refresh-token store; and Postgres for the durable key registry. Stops brute force and noisy neighbours without putting a load balancer in application code.
Architecture Diagram
Interactive — hover over any node to see its role and description.
Use Cases
Technology Stack
frontend
backend
database
infrastructure
Scalability Roadmap
Express/Laravel throttle. One Redis. Good enough to launch.
Limits at Kong/Nginx. Redis replica. Separate DB index for sessions.
Sharded counters. Per-tenant and per-key dimensions. Observability on 429s.
Local Redis per region so limit checks stay <5ms. Global quota synced asynchronously.
Cost Breakdown
Development Cost
$5,000 – $14,000 (3–7 weeks)
Infrastructure Cost
$60 – $700/month
Maintenance Cost
$500 – $1,500/month for quota product changes and abuse response
Security Considerations
More Architectures
pgvector Semantic Search
Embeddings, HNSW indexes, and hybrid SQL + vector search in Postgres
Data InfrastructureRedis Caching Platform
Cache-aside, write-through, sessions, and hot-key protection
Data InfrastructureMulti-Region Database
Aurora Global, regional failover, and reads close to the user
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