#38RUNTIMEOBSERVE
Database Pooling
Connection multiplexing
Medium
Overview
Manage database connections efficiently through pooling. Prevents connection exhaustion and improves performance.
Why It Matters
Handle connection pressure. Don't exhaust database connections under load.
The Risk
Without pooling, each request creates a new connection. Under load, connection limits are hit and requests fail. Performance degrades as connection overhead dominates.
Implementation Components
A complete implementation of this capability includes:
- Connection pooler (PgBouncer, application-level pools)
- Tuned pool size (min and max connections)
- Connection timeout configuration
- Pool utilization monitoring
- Connection leak detection
- Transaction vs session pooling strategy
Implementation Pattern
- 1Configure connection pool
- 2Set min/max connections
- 3Configure timeouts
- 4Monitor pool utilization
Pipeline Coverage
This continuous capability monitors and applies to the following pipeline phases:
RELEASE
Tool Examples
These are examples, not endorsements. Choose what fits your context.
Dependencies
This capability stands independently.
Same Layer
Other capabilities in this continuous layer
- •#30 Central Logging
- •#31 LLM Log Analysis
- •#32 Metrics & Alerting
- •#33 Error Tracking
- •#34 LLM Error Analysis
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