InfoQ Homepage OpenTelemetry Content on InfoQ
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QCon London 2026: Wrangling Telemetry at Scale, a Guide to Self-Hosted Observability
At QCon London 2026, Colin Douch discussed building and operating self-hosted monitoring stacks, surveyed the current tooling landscape, and explained how to build a coherent observability setup rather than treating logs, metrics, and traces as separate pillars.
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QCon London 2026: Uncorking Queueing Bottlenecks with OpenTelemetry
At QCon London 2026, Julian Wreford and Oli Lane from Gearset showcased how distributed tracing and SLOs solve asynchronous observability gaps. By shifting from queue-size metrics to latency-based alerts, the team improved incident response. Key technical takeaways included using OpenTelemetry trace state for async duration tracking and wide events to uncover hidden architectural waste.
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Google Cloud Brings Full OpenTelemetry Support to Cloud Monitoring Metrics
Google Cloud recently unveiled broad support for the OpenTelemetry Protocol (OTLP) in Cloud Monitoring, marking a step toward unifying telemetry collection across its observability stack.
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Quesma Releases OTelBench to Evaluate OpenTelemetry Infrastructure and AI Performance
Quesma has launched OTelBench, an open-source suite to benchmark OpenTelemetry pipelines and AI-driven instrumentation. It evaluates collector performance under stress while testing how accurately LLMs handle complex SRE tasks like context propagation. Initial data shows AI agents often achieve success rates below 30%, highlighting the gap between code generation and production observability.
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OpenTelemetry Project Publishes “Demystifying OpenTelemetry” Guide to Broaden Observability Adoption
The OpenTelemetry open-source observability project recently published a comprehensive guide titled "Demystifying OpenTelemetry" aimed at helping organizations understand, adopt, and scale observability using the OpenTelemetry standard.
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Agoda’s API Agent Converts Any API to MCP with Zero Code and Deployments
Agoda engineers developed API Agent, enabling a single MCP server to access any internal REST or GraphQL API with zero code and zero deployments. The system reduces overhead from multiple APIs, supports AI-assisted queries, and uses in-memory SQL post-processing for safe, scalable data handling across internal services.
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AWS CloudWatch Evolves into Unified Observability Platform with Apache Iceberg Support
AWS has expanded Amazon CloudWatch to unify log management across operational and security use cases. By integrating native OCSF normalization and Apache Iceberg-compatible storage via S3 Tables, the update aims to eliminate data silos and enable Zero-ETL analytics across multiple AWS accounts and regions.
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AWS Distributed Tracing Service X-Ray Transitions to OpenTelemetry
AWS recently announced that AWS X-Ray is transitioning to OpenTelemetry as its primary instrumentation standard for application tracing, with the AWS X-Ray SDKs and Daemon moving to maintenance mode.
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Google Cloud Observability Adopts OpenTelemetry Protocol for Native Trace Ingestion
Google Cloud has announced native support for the OpenTelemetry Protocol (OTLP) in its Cloud Trace service, marking a significant step toward vendor-neutral observability infrastructure. The new capability allows developers to send trace data directly using OTLP through the telemetry.googleapis.com endpoint, eliminating the need for vendor-specific exporters and custom data transformations.
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How LinkedIn Built Enterprise Multi-Agent AI on Existing Messaging Infrastructure
LinkedIn extended its generative AI application platform to support multi-agent systems by repurposing its existing messaging infrastructure as an orchestration layer. This allowed the company to scale AI agents without building new coordination technology from scratch and achieve global availability while supporting complex multi-step workflows through agent coordination.
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Report Shows OpenTelemetry’s Impact on Go Performance
A new benchmark study from observability platform Coroot has shed light on the performance costs of implementing OpenTelemetry in high-throughput Go applications. The findings show that while OpenTelemetry delivers valuable trace-level insights, it introduces notable overhead, increasing CPU usage by approximately 35% and increasing network traffic and latency under load.
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MicroProfile 7.1 Delivers Updates to Their Telemetry and Open API Specifications
Ten months after the release of MicroProfile 7.0, the MicroProfile Working Group has released version 7.1 of MicroProfile to the Java community. This new release features continued alignment with Jakarta EE 10 and updates to two community-developed core APIs.
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Microsoft Azure Enhances Observability with OpenTelemetry Support for Logic Apps and Functions
Microsoft has expanded OpenTelemetry support in Azure Logic Apps and Functions, enhancing observability and interoperability across platforms. This open-source framework enables seamless data generation and correlation, enhancing diagnostics beyond standard telemetry. With streamlined configuration and integration, Azure's offerings aim for standardized observability across cloud services.
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Travel Giant Skyscanner Overhauls Observability, Cuts Telemetry Costs by 90%
The COVID-19 pandemic gave the engineering teams at travel search giant Skyscanner an opportunity to introspectively examine their observability stack. Skyscanner has written about how it has overhauled its approach to technical observability with a system that improves reliability for engineers and travellers alike.
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Grafana 12 Launches with Observability as Code and Dynamic Dashboard Features
Grafana Labs have launched Grafana 12, bringing significant updates to its visualisation and dashboarding platform. Several new key features are now generally available, including Git Sync, dynamic dashboards, and improvements to Drilldown which gives code-free point-and-click insights into data, and a Cloud Migration assistant.