Metrics Cost Optimization

High cardinality drives cost.

Overview

Metrics Cost Optimization: a practical look at the patterns that work and the trade-offs that matter.

High cardinality drives cost. The full picture, in three sections.

The approach

Each pattern has a context where it wins. Understand the context before applying.

Tooling matters. Pick tools that fit the workflow; don't force-fit.

Why this compounds

Healthy practice compounds year over year. Year 1 lays the foundation.

Year 2 and beyond: practices become habits; quality improves measurably.