Tags: logging* + production engineering*

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  1. This article provides an overview of OpenTelemetry, an open-source observability framework, and guides on integrating it with Go applications. It covers key concepts like logs, metrics, and traces, and demonstrates setting up a reusable telemetry package using OpenTelemetry in Go.

  2. Ollogger is a powerful, flexible logging application that helps users create custom AI-powered logging assistants. Built with React, TypeScript, and modern web technologies.

  3. Cloudflare, an internet infrastructure and security company, has upgraded its logging pipeline by migrating from syslog-ng to OpenTelemetry Collector. This change affects one of Cloudflare's largest data pipelines, processing millions of log events per second.

    Key Points

    • Motivations: Language compatibility, easier integration, enhanced metrics, and unified telemetry infrastructure.
    • Custom Components: Custom exporter, modified file exporter, processors, and rate-limiters.
    • Migration and Future Plans: Careful rollout, monitoring, and plans for more sophisticated log sampling techniques and open-source contributions.
    • Other Adopters: Google, Splunk, Shopify, and GitHub are also adopting OpenTelemetry for various use cases.
  4. Use Callbacks to send Output Data to Posthog, Sentry, etc. LiteLLM provides input_callbacks, success_callbacks, and failure_callbacks to easily send data based on response status.

  5. Docker offers various logging drivers that dictate the storage location and format of log messages. These include json-file, syslog, journald, fluentd, awslogs, gelf, logentries, and splunk.

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