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Blue/Green vs Canary Deployment With Feature Flags in DevOps


Split - Blue/Green Deployments & Canary Tests With Feature Flags

DevOps practices and feature flags have emerged as crucial tools for managing feature releases effectively. They introduce a remarkable level of control, flexibility, and responsiveness, enabling teams to deliver high-quality software with reduced risks. 

Feature flags offer a remarkable level of control over the release process, allowing developers to toggle features on or off independently of deployments. This capability is particularly important in a DevOps context, where the emphasis is on maintaining a continuous and harmonious flow of updates and improvements to the end user. By understanding feature flags and their potential, teams can optimize their DevOps processes and elevate their software delivery capabilities.

In this blog post, we’ll explore the concept of feature flags in depth, discuss their crucial role in DevOps, and then delve into how they can be harnessed in deployment strategies, particularly Blue/Green and Canary Deployments. By the end of this post, you should have a clearer understanding of the power of feature flags and how to leverage them effectively in your DevOps processes. Ready to embark on this enlightening journey?

Understanding Feature Flags

At their core, feature flags, also known as feature toggles, act as on/off switches for features in a software product. They provide the means to alter the software’s functionality without changing and redeploying the code. Each feature or component in the application can be wrapped within a feature flag, allowing it to be enabled or disabled as needed, even during runtime.

What makes feature flags particularly powerful is that they operate independently of the software’s deployment process. This means that new features can be integrated into the main codebase and deployed, all while remaining inactive to the end users. They remain dormant until a decision is made to activate them, which can be done without requiring additional deployments or downtime.

Feature flags aren’t just about turning features on or off. They also offer the ability to manage the visibility of features among different user segments. For example, you might want to roll out a new feature but only to a subset of users for initial feedback. Feature flags allow for such targeted releases, which can be particularly valuable for conducting beta tests or Canary Releases.

The benefits of feature flags are wide-ranging. They provide a safety net that allows for continuous deployment, where new code is regularly released to production while minimizing the risk of unexpected issues. This accelerates the delivery process, enables fast feedback, and reduces the lead time for changes. Furthermore, they allow for A/B testing, where different versions of a feature are shown to different user groups, providing invaluable data on user preferences and behavior.

“Feature flags aren’t just about turning features on or off”

DevOps and Feature Flags

In the world of DevOps, where the objective is to unify software development and software operation, feature flags play an integral role. They embody the principles of agility, responsiveness, and collaboration that underpin DevOps, serving as a key tool to facilitate and optimize these processes.

The strength of feature flags lies in their ability to separate the process of deploying code from the act of releasing functionality to users. In a DevOps context, this allows developers and operations teams to collaborate effectively, enabling continuous integration and continuous deployment (CI/CD) while minimizing disruption and downtime.

A significant aspect of DevOps is the ability to continually improve and iterate on software products. Feature flags support this iterative approach by allowing teams to test new features and improvements in a controlled way. Developers can toggle on a new feature for a small subset of users, gather feedback, make improvements, and then gradually increase the rollout as confidence in the feature grows.

This practice also allows for effective risk management within the DevOps lifecycle. If a newly introduced feature results in unforeseen issues, the feature flag can be used to turn off that specific feature without affecting the rest of the application. This reduces the potential impact on users and allows for a swift response to any issues that arise.

Moreover, feature flags empower teams to perform hypothesis-driven development and A/B testing. For instance, two variations of a feature can be launched simultaneously to different user segments, and their performance compared. This can provide invaluable data to drive decision making and help ensure that the features being developed align with user needs and expectations.

Feature flags offer a powerful mechanism for enhancing and optimizing DevOps processes. They provide a way to balance the need for rapid, continuous development and deployment with the need to maintain control and minimize risk. In the hands of a well-coordinated DevOps team, feature flags can be an invaluable tool for achieving operational excellence.

Blue/Green Deployments

Blue/Green Deployments refer to a release management strategy designed to minimize downtime and reduce risk during the release process. This strategy involves having two identical production environments, known as the Blue Environment and the Green Environment.

The Blue Environment is usually the live production environment, serving end users with the current version of the application. Conversely, the Green Environment is an exact replica where updates and new features are deployed and tested. Once testing is complete and the team is satisfied that the Green Environment is stable, the traffic is switched from the Blue to the Green Environment. This strategy ensures that the software remains available to users even when major updates or maintenance is underway.

The Blue/Green Deployment strategy offers several benefits, chief among them being reduced downtime during deployments and a fail-safe in case something goes wrong. By maintaining two environments, developers can instantly switch back to the old version (Blue) if problems arise with the new version (Green), thus minimizing potential disruptions.

However, like all strategies, Blue/Green Deployments have their challenges. Chief among them is the requirement to duplicate the production environment, which can be costly in terms of resources and management. Moreover, handling persistent data and database schema changes across the environments can be complex and require careful planning.

Feature flags significantly complement the Blue/Green Deployment process. They provide granular control over the visibility of new features in the Green Environment before the switch is made. Developers can use feature flags to test the behavior of new features under real world conditions, even exposing them to a subset of users for feedback. This can further reduce risk and increase confidence in the deployment.

Once the traffic is switched to the Green Environment, feature flags continue to provide control over the new features. If an issue arises, rather than switching all users back to the Blue Environment, you can use feature flags to disable the problematic feature while keeping the rest of the new version active. This flexibility enhances the Blue/Green Deployment process, enabling a more responsive and resilient release strategy.

Canary Deployments

Named after the historical practice of using canaries in coal mines to detect harmful gasses, canary deployments serve as an early warning system in the software development process. They’re a type of incremental release strategy where a new feature or update is initially rolled out to a small subset of users – the “canaries”. The response of these users and the system’s performance during this initial roll out informs the decision to either continue with the broader deployment or roll back the change.

Canary deployments are particularly useful for identifying and addressing potential issues in a new feature or update without impacting the entire user base. By limiting the initial release to a small subset of users, the potential damage caused by unforeseen problems is minimized. Once confident in the stability and functionality of the update, the new version can then be gradually rolled out to the rest of the user base.

Despite their advantages, canary deployments do come with their challenges. They require meticulous monitoring and a robust feedback mechanism to be effective. It’s crucial to quickly identify and respond to any issues that arise during the initial rollout, necessitating a strong system of logs, metrics, and alerts.

This is where feature flags come into play. Feature flags provide a mechanism to control which users get access to the new feature, enabling you to deploy/release canaries effectively. They also provide a quick and straightforward way to turn off a feature for a specific user (or group of users) if an issue is identified, reducing the risk and potential impact of the new releases. The best feature flag management platforms provide feature-level observability, which adds purpose-built monitoring for your canaries. By connecting causal analysis data to the features you test, you can capture metrics that focus on how each feature is behaving. As a result, the fast feedback you gain from this enables quicker, more informed rollout decisions. 

Finally, feature flags also offer the potential for a more nuanced canary release strategy. Rather than just releasing the new feature to a randomly selected group of users, you can use feature flags to target specific segments. For example, you might initially release the new feature only to users who are particularly tech-savvy or who have opted into beta testing.

Feature Flags and Deployment Strategies: Making the Right Choice

Deciding on a deployment strategy depends on various factors, including the complexity of your application, the resources at your disposal, and your team’s risk tolerance. Feature flags can aid in this decision-making process by providing a flexible, controlled approach to managing feature releases.

By using feature flags, you can customize your deployment strategy to suit your specific needs and constraints. Whether you’re employing Blue/Green Deployments, Canary Deployments, or a combination of approaches, feature flags offer a level of control and risk mitigation that can significantly enhance your DevOps practices.

Closing Thoughts

The use of feature flags in DevOps and various deployment strategies is a testament to their versatility and power. Whether it’s controlling the rollout of features, mitigating risk, or streamlining the DevOps process, feature flags have become an indispensable tool in the modern software delivery landscape.

If you’re not already utilizing feature flags in your DevOps practices, we strongly encourage you to consider it. They can be a game changer for your deployment strategy, helping you deliver better software faster, with fewer risks. provides an easy-to-use platform for managing feature flags in your DevOps process. Our feature flagging system offers unparalleled control over the release of new features, enabling you to customize your deployment strategy according to your specific needs and constraints. Try Split today and see how our powerful tool can help you deliver better software faster! Happy flagging!

Switch It On With Split

The Split Feature Data Platform™ gives you the confidence to move fast without breaking things. Set up feature flags and safely deploy to production, controlling who sees which features and when. Connect every flag to contextual data, so you can know if your features are making things better or worse and act without hesitation. Effortlessly conduct feature experiments like A/B tests without slowing down. Whether you’re looking to increase your releases, to decrease your MTTR, or to ignite your dev team without burning them out–Split is both a feature management platform and partnership to revolutionize the way the work gets done. Schedule a demo to learn more.

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