InfoQ Homepage Logging Content on InfoQ
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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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Grafana Unveils Smarter Logs, an MCP Server, and TraceQL Upgrades in Latest Releases
Grafana Labs has published major updates across two of its core observability products: Grafana 12.3, and Grafana Tempo 2.9. The two releases have distinct improvements in monitoring, logs, and tracing for Grafana users.
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Grafana 12.1 Brings Built-in Diagnostics and Enhanced Alerting
Grafana 12.1 is here, elevating system reliability and alert management with features like Grafana Advisor for health checks, a revamped alerting interface, and trendline transformations for smarter data visualization. Enhanced dashboard interactivity and improved variable handling empower teams to scale efficiently. Experience the new era of Grafana on Cloud or self-hosted!
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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.
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AWS Lambda Introduces Tiered Pricing for CloudWatch Logs and Expands Logging Destinations
AWS enhances Lambda logging with tiered pricing for Amazon CloudWatch Logs, effective May 1, 2025, reducing costs for high-volume deployments. New destinations like Amazon S3 and Firehose simplify integration and enable advanced analytics. These changes promise significant savings and flexibility for AWS users while emphasizing the need for optimized logging strategies.
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How Meta Uses Precision Time Protocol to Handle Leap Seconds
For systems that require strict synchronization—like distributed databases, telemetry pipelines, or event-driven architectures—handling leap seconds incorrectly can lead to data loss, duplication, or inconsistencies. As such, managing leap seconds accurately ensures system reliability and consistency across environments that depend on high-precision time.
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Google Cloud Announces Kubernetes History Inspector to Visualise Cluster Logs
Google Cloud has released a new open-source tool that visualises cluster logs chronologically to simplify troubleshooting in Kubernetes environments. Kubernetes History Inspector (KHI) is intended to help administrators to debug problems inside Kubernetes clusters and identify root causes.
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Cloudflare Experiences Major Incident in November, Resulting in Log Loss
Cloudflare has recently confirmed that on November 14th they experienced an incident affecting Cloudflare Logs with 55% of logs during a 3.5-hour period being lost. The incident impacted most customers using the service, with a misconfiguration triggering a cascading series of system failures and exposing weaknesses in handling unexpected spikes in demand.
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Cloudflare Overhauls Logging Pipeline with OpenTelemetry
Internet infrastructure and security company Cloudflare has documented how it significantly upgraded its logging pipeline by moving from syslog-ng to OpenTelemetry Collector.
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Improving Mobile Test Automation with Continuous Integration, Central Logging, and Metrics Analysis
Continuous integration can enhance automated mobile testing. Test data from multiple mobile devices running parallel tests can be consolidated to support monitoring. Jira tickets from manual testing can trigger the build process to ensure that testers will have the correct software version to do the manual testing.
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What Software Developers Can Do to Prevent Forgetting or Overlooking Things
According to Ilian Iliev, software developers tend to forget to do things they do not have to think about every day, which can cause delays or impact the functionality of the product during a software project. To prevent overlooking something, he suggested starting early with automating deployment, setting up error logging, and using lists and reminders of things that were forgotten previously.
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AI and FinOps Predicted to Lead Observability Innovation in 2024
In recently published articles, three large observability companies have made predictions for the trends we will see in the observability area in 2024 and beyond. These contributions suggest that the fields of AI Integration, FinOps, OpenTelemetry and Security and Governance will impact observability significantly in the year ahead.
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Enhancing Observability: Amazon CloudWatch Logs Introduces Account-Level Subscription Filter
The recent update to Amazon CloudWatch Logs introduces support for account-level subscription filtering. With this enhancement, developers can now access a real-time feed of CloudWatch Logs from all logs groups and have it delivered to a single destination for further processing.
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OpenTelemetry Logging Marked Stable: Morgan McLean at KubeCon NA
Logging is a core capability of applications today. OpenTelemetry (OTel) has stabilized logging as another available signal within the project. OTel Logging offers improvements to traditional logging.
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Grafana Tempo Introduces New Query Language and Support for Apache Parquet
Grafana has released Grafana Tempo 2.0 which introduces the new TraceQL query language and support for the Apache Parquet format. Grafana Tempo is an open-source tracing backend that works with object storage. The new TraceQL query language works with the Apache Parquet format to provide improved search times and queries aligned to traces.