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Explore strategies for keeping telemetry flowing through incidents, including continuous ingestion, stream management, and resilience to backend disruptions.
See how OpenTelemetry’s sqlcommenter propagates trace context in SQL queries to connect application requests with database performance observations.
See how OpenTelemetry unifies observability across mobile, distributed, and mainframe workloads while its Collector handles high volumes of metrics and spans.
How eBay extends open-source observability tools to meet organizational needs and scale large tracing systems.
A migration from Heroic to VictoriaMetrics and Prometheus shows how Spotify gained faster queries, more accurate metrics, and lower costs.
See how Distrogen generates templates for managing OpenTelemetry Collector builds, updates, and Docker images.
A case for a Kotlin-native OpenTelemetry API and SDK that gives Android developers incremental value and supports Kotlin Multiplatform.
Discover how to transform from first-time contributor to active open-source developer through a one-year OpenTelemetry journey, covering community navigation and meaningful contributions.
Learn how planning and governance prevent common OpenTelemetry mistakes, from over-instrumentation to excessive traces, logs, and metrics.
A 15-minute walkthrough of auto-instrumenting a JavaScript app and sending its telemetry through the OpenTelemetry Collector for visualization.
Learn how Java client libraries can make OpenTelemetry instrumentation work as an optional dependency, with logs-based tracing as a fallback.
Learn to control metric cardinality with OpenTelemetry Collector filters and OTTL, reducing backend costs while preserving useful signals.
A Comcast case study on using Weaver to unify legacy trace attributes with OpenTelemetry conventions while preserving existing queries, visualizations, and alerts.
Learn how telemetry embedded in GitOps pipelines can improve reliability, security, and cloud performance across AWS, Azure, and GCP.
Learn how organizations extend Envoy Gateway with custom Gateway API policies and filters while keeping its Kubernetes-native control plane.
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