---
title: "Scalability"
description: "Scaling strategies."
---

## Role in the architecture
- Horizontal scaling for stateless services.
- Connection pooling for databases.
- Shard or partition large tenants when needed.

## Considerations
- Throughput vs. latency trade-offs.
- Failure domains and retry/backoff strategies.
- Data model ownership and boundaries.
