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Explore the proliferation of open standards in observability and discover how they are transforming system monitoring and management in this 50-minute conference talk from PowerShell Summit 2025. Learn about different types of telemetry including Tracing, Metrics, Logging, and Profiling, along with the "Baggage" that accompanies them through practical demonstrations of instrumenting, collecting, and transforming telemetry from scripts, build and deployment pipelines, tests, and applications. Dive deep into OpenTelemetry protocols, APIs, and standardized schemas, as well as their SDKs, tools, and compatible systems to understand how to instrument scripts, libraries, and applications for adding custom metrics to everything from builds to business decisions. Discover how collectors not only gather data but also transform it, enabling you to route information to different backends and visualize it in various ways. Master the techniques for generating, collecting, and visualizing telemetry data to gain deeper insights into system performance and behavior, ultimately enhancing your ability to analyze and optimize your infrastructure and applications.
