Scaling Observability for Distributed Systems

Observability is a combination of instrumentation, storage, and alerting. We discuss sampling strategies for traces, cardinality management for metrics, and structured logging best practices. Included are deployment patterns for lightweight agents and tips to avoid common operational pitfalls like high-cardinality metrics causing storage blowup.

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