Scaling¶
Planned Architecture (Future Phases)
Production scaling infrastructure is implemented in Phase 6 (Weeks 21–24).
Overview¶
API Layer Scaling¶
Horizontal Scaling¶
Rate Limiting¶
Database Scaling¶
Read Replicas¶
Connection Pooling¶
Query Optimization¶
Caching Strategy¶
| Cache Layer | Tool | TTL | Purpose |
|---|---|---|---|
| Financial data | Redis | 24h | Reduce DB reads for stable data |
| LLM responses | Redis | 1h | Cache repeated AI analysis calls |
| Search results | Redis | 15m | Avoid redundant vector queries |