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Operating Continuously: Best Practices for Accelerating Software Delivery 1st Edition

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Software delivery doesn't stop with deployment. Modern teams rely on an emerging set of best practices post-deployment to continuously improve, release, and operate their software. With this practical guide, CTOs, software architects, and senior engineering leaders will learn how to apply these practices to their existing operations.

Authors Edith Harbaugh, Cody De Arkland, and Brian Rinaldi provide actionable insights into setting up and maintaining a smooth operational process post-deployment. You'll learn new approaches to releasing software, controlling systems at runtime, and measuring the impact of change.

This book helps you:

  • Understand how modern development processes have moved beyond the DevOps infinity loop
  • Understand the evolution of CI/CD, and the operational impacts of that change
  • Use the tools and processes necessary to measure the impact of change on production systems
  • Explore an emerging class of techniques to separate deployment from release
  • Learn how to use canary launches and feature flags to release faster with less risk
  • Use experimentation and impact analysis to drive data driven software improvements


From the brand


From the Publisher

Operating Continuously: Best Practices for Accelerating Software Delivery

From the Preface

Who Will Benefit from Reading This Book?

This book is targeted primarily at technical leaders across development, operations, and product management roles, as well as CTOs and architecture leaders who are dealing with common struggles related to the typical Agile development model and are looking for guidance in moving beyond it. They have firsthand experience with the pains of software development occurring in iterations across disparate teams and in parallel to other groups. Our book aims to help them devise strategies to ease or eliminate these pains.

Technical practitioners within the same groups referenced above can also benefit from the insights in this book if they are looking to understand more about roles and processes that exist beyond their team.

For example, a product manager might not have visibility into the trials and tribulations within the typical operations role. Reviewing Chapter 3, “Operate”, can provide greater insight into the key components of this role and into how they can work better together.

Organizations are often very different from one another. As authors, we’ve done our best to align the content within this book to the majority of organizations, but as always, the complexities of individual organizations, verticals, and even teams can often result in varying levels of ease and friction around concepts within this book.

Navigating and Using This Book

This book mainly concerns the operations side of software delivery. We, the authoring team, have structured it into four chapters focusing successively on the deploy, release, operate, and measure and experiment stages:

  • In Chapter 1, “Deploy”, we’ll explain the characteristics of healthy deployment practices, which should minimize the time to go from local development to production, provide a platform from which you can easily visualize and manage what change is landing in production, and allow you to roll rapidly backward or forward as necessary. We’ll introduce the argument that smaller and more frequent deployments are better than larger, less frequent ones—especially when you can leverage development practices like feature flagging to mitigate risk. We’ll also look at deployment orchestration and discuss the relative merits of different deployment strategies.
  • In Chapter 2, “Release”, we’ll explain how to leverage approaches like feature management to make release a separate step from deployment. We’ll cover use cases, including kill switches, progressive rollouts, progressive delegation, testing in production, and personalization. And we’ll discuss the personas, tools, and collaboration necessary to utilize these strategies.
  • In Chapter 3, “Operate”, we’ll introduce the new activities that we see integrated software teams leveraging to understand and act on a system in operation. We’ll touch on incident management practices that we see being adopted to support continuous operation. Finally, we’ll explore the importance of personnel and how you organize teams.
  • In continuous operation, measurement and experimentation are key functions of numerous roles working in concert. In Chapter 4, “Measure and Experiment”, we’ll cover A/B/n testing and product analytics, paying special attention to governance and clean data. We’ll also introduce the concept of release impact, which is distinct from optimization-focused experimentation.

While we have written this book as an end-to-end flow, it can also be used as a reference guide, with each section providing clarity, offering recommendations, and outlining pitfalls to avoid within each domain.

Editorial Reviews

About the Author

Edith Harbaugh is the founding CEO of LaunchDarkly, the leading feature management platform. She’s an international speaker on effective feature management patterns and software development.

Cody De Arkland leads the developer relations team at LaunchDarkly and has been working in operations, engineering, and marketing roles in the technology space for over 15 years.

Brian Rinaldi is a developer experience engineer at LaunchDarkly with over 20 years of experience as a developer for the web.

Product details

  • Publisher ‏ : ‎ O'Reilly Media; 1st edition (May 16, 2023)
  • Language ‏ : ‎ English
  • Paperback ‏ : ‎ 121 pages
  • ISBN-10 ‏ : ‎ 1098117298
  • ISBN-13 ‏ : ‎ 978-1098117290
  • Item Weight ‏ : ‎ 13.6 ounces
  • Dimensions ‏ : ‎ 5.91 x 0.39 x 8.82 inches
  • Customer Reviews:
    3.0 out of 5 stars 1 rating

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  • zero
    3.0 out of 5 stars Interesting ideas, but not worth the price
    Reviewed in France on June 30, 2023
    For someone who is new to feature flags, this book will give you insightful/disruptive ideas.

    For my part, I have been working with feature flags for almost 3 years now, and I had the chance to try most of the ideas of the book. So I didn't discovered that much.

    To me, this books has several shortcomings:
    - it covers lots of ideas, but never goes into depth, which is quite frustrating
    - very marketing material (some kind of "you can do that, and that, and that, and guess what? LaunchDarkly does it")

    At this price for a 98 pages book, a simple blog would have been enough.