Last9·1yKafka with OpenTelemetry: Distributed Tracing Guide
Integrating Apache Kafka with OpenTelemetry enhances system observability and performance by enabling end-to-end distributed tracing and capturing essential metrics like message throughput and consumer lag. This integration helps track how messages flow through Kafka, identify bottlenecks, improve error detection, and optimize performance, particularly in cloud-native and microservices architectures.
OpenTelemetry·1yOpenTelemetry for Generative AI
OpenTelemetry is being enhanced to support the needs of generative AI, focusing on ensuring reliable performance, efficiency, and safety. The development includes Semantic Conventions and Instrumentation Libraries, initially targeting the OpenAI Python API library. These tools standardize telemetry data for better monitoring, troubleshooting, and optimizing AI models. Key signals like Traces, Metrics, and Events provide insights into AI model behavior, supporting cost management and performance tuning. Community collaboration is encouraged to further evolve generative AI observability.
Grafana Labs·1yOpenTelemetry: past, present, and future
Juraci Paixão Kröhling and Daniel Gomez Blanco from the OpenTelemetry Governance Committee discuss the framework's ability to instrument, collect, process, and transport telemetry data in a standard, vendor-neutral format. They highlight its importance in cloud-native systems for unifying metrics, logs, and traces to provide better insights. Strategies for choosing the right telemetry, the challenges of adoption, and the latest developments in OpenTelemetry, like profiling and refactoring resource attributes, are explored.
InfoQ·1yPrometheus 3.0 Brings New UI, OpenTelemetry Support and More
Prometheus 3.0 brings a major overhaul with a new user interface based on Mantine UI, enhanced PromQL highlighting, and advanced visualization features. The update also includes support for OpenTelemetry with OTLP Ingestion and adds several new features like Remote Write 2.0 and Native Histograms. Users should review the migration guide to manage breaking changes and ensure a smooth transition.