Cost-Optimized Log and Trace Sampling

This skill provides expertise in sampling strategies for managing observability costs.

Overview

Observability data can be expensive at scale. Smart sampling strategies maintain visibility while controlling costs.

Sampling Strategies

Head-Based Sampling

Decision made at trace start:

• Probabilistic: Sample X% of traces randomly
• Rate-limiting: Sample up to N traces per second