#instrumentation

#instrumentation

OpenTelemetry is becoming a common standard for collecting logs, metrics, traces, and other telemetry from applications and infrastructure, yet its flexibility and rising ecosystem have also led to confusion about how it works and when to use specific components. The new guide seeks to address frequently asked questions around the project's purpose, its relationship to monitoring and observability platforms, and how it integrates with cloud providers and APM tools.

Upon its debut in 1725, The Four Sea­sons stunned lis­ten­ers by telling a sto­ry with­out the help of a human voice. Vival­di drew on four exist­ing son­nets (pos­si­bly of his own prove­nance), using strings to paint a nar­ra­tive filled with spring thun­der­storms, summer's swel­ter, autum­nal hunts and har­vests, and the icy winds of win­ter. The com­pos­er stud­ded his score with pre­cise­ly placed lines from the son­nets, to con­vey his expec­ta­tions that the musi­cians would use their instru­ments to son­i­cal­ly embody the expe­ri­ences being described.

the interfaces we aim to make frictionless, the journeys that help users find value, and the connection to the business outcomes we hope to achieve. That work is becoming even more important today. As AI-driven and generative tools move into our day-to-day workflows, the experiences we design no longer stop at the interface. Interfaces can now generate, adapt, and learn from what users do next. The quality of those learning loops depends on the quality of the signals we build into them.