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OpenTelemetry Cookbook

Proven approaches for real-time monitoring and observability on cloud, AI, and modern infrastructures

By the time you finish this book, you should be able to make your systems observable across microservices, AI workloads, security monitoring, and hybrid cloud infrastructure. This book will help you learn how to effectively instrument, generate, collect, and export telemetry data (metrics, logs, and traces) to analyze your software’s performance and behavior.

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About

About

About the Book

A hands-on, recipe-driven book that puts OpenTelemetry into immediate use. This cookbook is for IT folks like developers, Linux admins, cloud engineers, backend pros, networking experts, and security practitioners. It's for anyone who wants a proven, hands-on way to keep an eye on, trace, and understand modern systems.

This book gives you step-by-step easy solutions to everyday observability challenges, so you can integrate, configure, and operate OpenTelemetry in dynamic environments. Each chapter focuses on solving problems that are directly relevant to production teams. These problems include installing and bootstrapping the Collector on Linux, wiring telemetry pipelines for traces, metrics, logs, and baggage, and integrating with the platforms that organizations trust for analysis and alerting.

Key Features

  • Get the OpenTelemetry Collector up and running on Linux, Docker, and Kubernetes.
  • Make and adjust pipelines to collect, process, and send out different telemetry signals.
  • Use it to develop apps across Python, Go, Java, and Node.js.
  • Boost signals with semantic info and resource detectors for more context.
  • Integrate with AWS CloudWatch, X-Ray, Elastic, Prometheus, Splunk, Datadog, New Relic, Grafana Tempo, Loki, and Jaeger.
  • Make a visual plan for telemetry and set up real-time alerts.

There's no need to get lost in theoretical jargon because OpenTelemetry Cookbook gets right to the meat and potatoes of implementation. Every recipe gives you a clear problem statement, a step-by-step solution, and practical validation. If you're just starting out with observability or want to level up your skills, this book's got you covered with clear steps to understand distributed, cloud-native, and hybrid systems.

This book builds a solid foundation for strong, easy-to-spot infrastructure and application settings, one step at a time. This book isn't about offering quick fixes or magic solutions. It gives you a full set of tools and techniques that help professionals improve visibility, performance, and reliability in their own technical landscapes.

Table of Content

  1. Bootstrapping OpenTelemetry
  2. Building Telemetry Pipelines
  3. Instrumenting Applications with OpenTelemetry SDKs
  4. Code-Based Instrumentation and Auto-Instrumentation
  5. Telemetry with Attributes and Resource Detectors
  6. Advanced Signal Processing and Filtering
  7. Observability in Kubernetes
  8. Integrations with Cloud and Observability Platforms
  9. Visualizing and Alerting Telemetry Data

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All packages include the ebook in the following formats: PDF and EPUB

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Minimum price

Suggested price$29.99

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    This book + Extras Downloadable (Ansible DevOps Cookbook)

    Minimum price

    Suggested price$54.99

    $49.99

    • Ansible DevOps Cookbook
      There are more than 100 recipes that are meant to help you solve problems in the real world. With this book, you can learn everything from how to set up your Ansible environment to advanced playbook techniques, cloud integration, CI/CD pipelines, and fixing problems. Each recipe is designed to give you useful solutions, which makes it easy to use Ansible and get the most out of it.

    This book is also available in the following packages:

    • This book + Extras Downloadable (Infrastructure as Code with OpenTofu)

      No Description Available

      • Infrastructure as Code with OpenTofu
        This book is a must-have for cloud and DevOps professionals looking to take their infrastructure automation skills to the next level with OpenTofu. It'll give you the hands-on techniques you need to streamline your infrastructure provisioning, deployment, and management, ensuring efficiency and consistency across environments.
      Minimum price
      $49.99
      Suggested price
      $54.99
    • This book + Extras Downloadable (Mastering Postman, Second Edition)

      No Description Available

      • Mastering Postman, Second Edition
        Expert walkthrough to build end-to-end APIs including testing, integration and automation. The chapters are structured with a heavy focus on real-world applications. I believe that the most effective way to learn is through practical examples, exercises, and real-life situations. From initial API design to security protocol implementation and performance testing, this book will walk you through every step of the process, ensuring that your APIs are secure, scalable, and reliable.
      Minimum price
      $49.99
      Suggested price
      $54.99
    • This book + Extras Downloadable (Ansible DevOps +IaC with OpenTofu + Mastering Postman, 2nd Edition)

      No Description Available

      • Ansible DevOps Cookbook
        There are more than 100 recipes that are meant to help you solve problems in the real world. With this book, you can learn everything from how to set up your Ansible environment to advanced playbook techniques, cloud integration, CI/CD pipelines, and fixing problems. Each recipe is designed to give you useful solutions, which makes it easy to use Ansible and get the most out of it.
      • Infrastructure as Code with OpenTofu
        This book is a must-have for cloud and DevOps professionals looking to take their infrastructure automation skills to the next level with OpenTofu. It'll give you the hands-on techniques you need to streamline your infrastructure provisioning, deployment, and management, ensuring efficiency and consistency across environments.
      • Mastering Postman, Second Edition
        Expert walkthrough to build end-to-end APIs including testing, integration and automation. The chapters are structured with a heavy focus on real-world applications. I believe that the most effective way to learn is through practical examples, exercises, and real-life situations. From initial API design to security protocol implementation and performance testing, this book will walk you through every step of the process, ensuring that your APIs are secure, scalable, and reliable.
      Minimum price
      $79.97
      Suggested price
      $88.99

    Author

    About the Author

    GitforGits | Asian Publishing House

    We are the engineer’s publisher, the coder’s mentor, and the content alchemist—meticulously turning dense tech into practical gold. With a growing library of 100+ titles, we don’t just develop technical books, rather we build roadmaps for professionals across Python, MySQL, DevOps, Rust, AI, Kotlin, Arduino, Golang and everything around the massive IT ecosystem. Every chapter, every script, every project is a tool in the hands of developers who want to get things done.

    Where others summarize, we construct step-by-step learning blueprints, cutting through clutter, banning the fluff, and ensuring every paragraph delivers hands-on value. Our audience isn’t learning from scratch—they’re leveling up with purpose, and we stand by them with code-first content, consistent project workflows, and a zero-redundancy approach.

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