Why Observability Bills Explode—And How Code Can Control Costs

This article exposes how engineers using managed observability services like Datadog and CloudWatch face unexpected bill shock. A single code choice—leaving debug logs, adding high-cardinality tags, or tracing all requests—can multiply costs by 10x; this guide provides five real-world cost disaster scenarios and practical, code-level solutions to prevent them.