# Best Continuous Delivery Tools ## How Many Continuous Delivery Tools Products Does G2 Track? **Total Products under this Category:** 166 ### Category Stats (Jul 2026) - **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Progress Chef (+1.55%) - Among all products in this category, Progress Chef recorded the largest rating increase compared to last month _Last updated: July 28, 2026_ ## How Does G2 Rank Continuous Delivery Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 12,300+ Authentic Reviews - 166+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Continuous Delivery Tools ![G2 Grid® for Continuous Delivery Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/continuous-delivery-tools/grids.png?focus%5B%5D=1392&focus%5B%5D=19003&focus%5B%5D=15273&focus%5B%5D=86478&focus%5B%5D=102905&focus%5B%5D=71263&focus%5B%5D=78698&focus%5B%5D=17491) Highlighted products: GitHub, GitLab, LaunchDarkly, Vercel, Gearset DevOps, Azure Pipelines, Redgate Flyway, and Bitrise Mobile DevOps Platform. Underlying data: [Grid® JSON](https://www.g2.com/categories/continuous-delivery-tools/grids.json?focus%5B%5D=github&focus%5B%5D=gitlab&focus%5B%5D=launchdarkly&focus%5B%5D=vercel&focus%5B%5D=gearset-devops&focus%5B%5D=azure-pipelines&focus%5B%5D=redgate-flyway&focus%5B%5D=bitrise-mobile-devops-platform) **Sponsored** ### JFrog JFrog Ltd. (Nasdaq: FROG), the creators of the unified DevOps, DevSecOps, DevGovOps and MLOps platform, is on a mission to create a world of software delivered without friction from development to production. Driven by a “Liquid Software” vision to keep software continuously flowing, secure, and always up to date, the JFrog Platform serves as the definitive software supply chain system of record. It is uniquely engineered to power organizations as they build, manage, and distribute trusted software with unprecedented speed, security, and scale across hybrid and multi-cloud environments. As software engineering evolves in the AI era, JFrog’s newest offerings address the industry's most pressing trend: the rise of agentic software development and the hidden security risks of "Shadow AI." In response to threat actors increasingly targeting developer workflows including a massive surge in malicious open-source AI models and infected packages; JFrog has expanded its platform capabilities to deliver absolute end-to-end visibility and automated compliance. Key new innovations include the JFrog AI Catalog, which enables organizations to centralize, govern, and control the lifecycle of AI models approved for enterprise use. To secure autonomous coding environments, JFrog introduced the Universal MCP Registry and the Agent Skills Registry (developed alongside NVIDIA). These new solutions establish the industry’s first enterprise-grade trust layer to safely manage and store AI agent skills, monitor connections, and instantly block unsafe developer tools or malicious coding extensions right where developers work. Furthermore, the integration of advanced DevGovOps and Runtime Security tools allows teams to replace slow, manual compliance audits with continuous, background policy enforcement. By shifting security left directly into the binary pipeline, JFrog ensures that the volume of AI-assisted code does not outpace an organization's ability to verify its safety. Today, millions of users and approximately 6,600 organizations worldwide, including a majority of the Fortune 100, depend on the universal JFrog Platform to eliminate point-solution fatigue, bridge the governance gap, and securely embrace digital transformation. Learn more at www.jfrog.com or follow us on X @JFrog. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=536&secure%5Bchosen_at%5D=2026-07-28T11%3A18%3A09Z&secure%5Bdisplayable_resource_id%5D=536&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=536&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=143017&secure%5Bresource_id%5D=536&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcontinuous-delivery-tools%3Fopen_modal_url%3D%252Fproducts%252Fjenkins-x%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fcontinuous-delivery-tools%2526source%253Dcategory&secure%5Btoken%5D=d28547392615c308201a653457923525e4bc4c1a4b5172179718e95738700cae&secure%5Burl%5D=https%3A%2F%2Fjfrog.com%2Fartifactory%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc_social%26utm_campaign%3Dbrand_awareness_banner_ad%26utm_content%3Du-bin&secure%5Burl_type%5D=custom_url) [ GitHub ](https://www.g2.com/products/github/reviews) By [GitHub](https://www.g2.com/sellers/github) [ 4.7/5(2,386) ](https://www.g2.com/products/github/reviews) What do users say? Users consistently praise GitHub for its ease of use and seamless collaboration, making it a preferred platform for managing code and working in teams. The intuitive interface and robust version contr Pros and Cons [ Features (124) ](https://www.g2.com/products/github/reviews?qs=pros-and-cons)[ Complexity (45) ](https://www.g2.com/products/github/reviews?qs=pros-and-cons) [ GitLab ](https://www.g2.com/products/gitlab/reviews) By [GitLab Inc.](https://www.g2.com/sellers/gitlab-inc) [ 4.5/5(900) ](https://www.g2.com/products/gitlab/reviews) What do users say? Users consistently praise GitLab for its all-in-one platform that integrates version control, CI/CD, and issue tracking, which significantly streamlines workflows. The powerful CI/CD features and ease Pros and Cons [ Ease of Use (40) ](https://www.g2.com/products/gitlab/reviews?qs=pros-and-cons)[ Complexity (20) ](https://www.g2.com/products/gitlab/reviews?qs=pros-and-cons) [ LaunchDarkly ](https://www.g2.com/products/launchdarkly/reviews) By [LaunchDarkly](https://www.g2.com/sellers/launchdarkly) [ 4.5/5(787) ](https://www.g2.com/products/launchdarkly/reviews) What do users say? Users consistently praise the intuitive UI and ease of use of LaunchDarkly, which allows teams to manage feature flags and rollouts efficiently without needing extensive technical knowledge. The platf Pros and Cons [ Ease of Use (211) ](https://www.g2.com/products/launchdarkly/reviews?qs=pros-and-cons)[ Feature Flags Issues (62) ](https://www.g2.com/products/launchdarkly/reviews?qs=pros-and-cons) [ Vercel ](https://www.g2.com/products/vercel/reviews) By [Vercel](https://www.g2.com/sellers/vercel) [ 4.7/5(78) ](https://www.g2.com/products/vercel/reviews) What do users say? Users consistently praise Vercel for its ease of use and fast deployments, making it a preferred choice for developers managing web applications. The seamless integration with GitHub and automatic CI/ Pros and Cons [ Ease of Use (10) ](https://www.g2.com/products/vercel/reviews?qs=pros-and-cons)[ Expensive (4) ](https://www.g2.com/products/vercel/reviews?qs=pros-and-cons) [ Gearset DevOps ](https://www.g2.com/products/gearset-devops/reviews) By [Gearset](https://www.g2.com/sellers/gearset) [ 4.7/5(294) ](https://www.g2.com/products/gearset-devops/reviews) What do users say? Users consistently praise the intuitive UI and powerful deployment features of Gearset DevOps, which simplify the process of managing Salesforce metadata and enhance collaboration. The tool's ability Pros and Cons [ Ease of Use (25) ](https://www.g2.com/products/gearset-devops/reviews?qs=pros-and-cons)[ Deployment Issues (6) ](https://www.g2.com/products/gearset-devops/reviews?qs=pros-and-cons) [ Azure Pipelines ](https://www.g2.com/products/azure-pipelines/reviews) By [Microsoft](https://www.g2.com/sellers/microsoft) [ 4.3/5(377) ](https://www.g2.com/products/azure-pipelines/reviews) What do users say? Users consistently praise the product for its ease of use and seamless integration with Azure and GitHub, which simplifies CI/CD workflows. Many appreciate the ability to automate complex processes wh Pros and Cons [ Ease of Use (25) ](https://www.g2.com/products/azure-pipelines/reviews?qs=pros-and-cons)[ Complexity (13) ](https://www.g2.com/products/azure-pipelines/reviews?qs=pros-and-cons) [ Redgate Flyway ](https://www.g2.com/products/redgate-flyway/reviews) By [Redgate Software](https://www.g2.com/sellers/redgate-software) [ 4.5/5(100) ](https://www.g2.com/products/redgate-flyway/reviews) What do users say? Users consistently praise the ease of use and seamless CI/CD integration of Redgate Flyway, highlighting how it simplifies database migrations and version control. The intuitive interface and straight Pros and Cons [ Ease of Use (36) ](https://www.g2.com/products/redgate-flyway/reviews?qs=pros-and-cons)[ Learning Curve (8) ](https://www.g2.com/products/redgate-flyway/reviews?qs=pros-and-cons) [ Bitrise Mobile DevOps Platform ](https://www.g2.com/products/bitrise-mobile-devops-platform/reviews) By [Bitrise ltd](https://www.g2.com/sellers/bitrise-ltd) [ 4.8/5(241) ](https://www.g2.com/products/bitrise-mobile-devops-platform/reviews) What do users say? Users consistently praise the ease of use and intuitive interface of Bitrise, highlighting how quickly they can set up and manage CI/CD workflows for mobile applications. The platform's seamless integ Pros and Cons [ Ease of Use (28) ](https://www.g2.com/products/bitrise-mobile-devops-platform/reviews?qs=pros-and-cons)[ Expensive (4) ](https://www.g2.com/products/bitrise-mobile-devops-platform/reviews?qs=pros-and-cons) [ JFrog ](https://www.g2.com/products/jfrog-2024-03-28/reviews) By [JFrog Ltd](https://www.g2.com/sellers/jfrog-ltd) [ 4.2/5(155) ](https://www.g2.com/products/jfrog-2024-03-28/reviews) What do users say? Users consistently praise JFrog for its centralized artifact management and seamless integration with CI/CD tools, which significantly enhances deployment efficiency and reliability. The platform's ab Pros and Cons [ Features (18) ](https://www.g2.com/products/jfrog-2024-03-28/reviews?qs=pros-and-cons)[ Complexity (9) ](https://www.g2.com/products/jfrog-2024-03-28/reviews?qs=pros-and-cons) [ Copado DevOps ](https://www.g2.com/products/copado-devops/reviews) By [Copado Solutions](https://www.g2.com/sellers/copado-solutions) [ 4.4/5(331) ](https://www.g2.com/products/copado-devops/reviews) What do users say? Users consistently praise Copado DevOps for its seamless integration with Salesforce and its ability to automate deployments, which significantly reduces manual effort and errors. The platform enhance Pros and Cons [ Deployment (34) ](https://www.g2.com/products/copado-devops/reviews?qs=pros-and-cons)[ Learning Curve (14) ](https://www.g2.com/products/copado-devops/reviews?qs=pros-and-cons) [ Google Cloud Build ](https://www.g2.com/products/google-cloud-build/reviews) By [Google](https://www.g2.com/sellers/google) [ 4.5/5(62) ](https://www.g2.com/products/google-cloud-build/reviews) What do users say? Users consistently praise the ease of use and seamless integration with other Google Cloud services, which simplifies the CI/CD process. Many appreciate how it allows developers to focus on coding rat Pros and Cons [ Ease of Use (3) ](https://www.g2.com/products/google-cloud-build/reviews?qs=pros-and-cons)[ Cost Issues (1) ](https://www.g2.com/products/google-cloud-build/reviews?qs=pros-and-cons) [ Red Hat Ansible Automation... ](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) By [Red Hat](https://www.g2.com/sellers/red-hat) [ 4.6/5(377) ](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) What do users say? Users consistently praise the ease of use and agentless architecture of the Red Hat Ansible Automation Platform, highlighting its ability to simplify complex automation tasks across various environmen Pros and Cons [ Automation (46) ](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews?qs=pros-and-cons)[ Learning Curve (13) ](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews?qs=pros-and-cons) [ Appcircle ](https://www.g2.com/products/appcircle/reviews) By [Appcircle](https://www.g2.com/sellers/appcircle) [ 4.9/5(48) ](https://www.g2.com/products/appcircle/reviews) What do users say? Users consistently praise the user-friendly interface and automation features of Appcircle, which simplify mobile CI/CD processes for both iOS and Android. The platform's ability to streamline workflo Pros and Cons [ Ease of Use (15) ](https://www.g2.com/products/appcircle/reviews?qs=pros-and-cons)[ Complexity (3) ](https://www.g2.com/products/appcircle/reviews?qs=pros-and-cons) [ Netlify ](https://www.g2.com/products/netlify/reviews) By [Netlify](https://www.g2.com/sellers/netlify) [ 4.5/5(78) ](https://www.g2.com/products/netlify/reviews) What do users say? Users consistently praise the ease of use and fast deployment capabilities of Netlify, highlighting its seamless integration with GitHub for automatic updates. The platform simplifies the process of h Pros and Cons [ Ease of Use (21) ](https://www.g2.com/products/netlify/reviews?qs=pros-and-cons)[ Limitations (7) ](https://www.g2.com/products/netlify/reviews?qs=pros-and-cons) [ Copado Essentials ](https://www.g2.com/products/copado-essentials/reviews) By [Copado Solutions](https://www.g2.com/sellers/copado-solutions) [ 4.6/5(50) ](https://www.g2.com/products/copado-essentials/reviews) What do users say? Users consistently praise the ease of use and intuitive interface of Copado Essentials, which simplifies Salesforce deployments and enhances productivity. Many appreciate how it streamlines the deploy Pros and Cons [ Ease of Use (16) ](https://www.g2.com/products/copado-essentials/reviews?qs=pros-and-cons)[ Missing Features (6) ](https://www.g2.com/products/copado-essentials/reviews?qs=pros-and-cons) - ‹ Prev‹ Prev - 1 - [2](/categories/continuous-delivery-tools?open_modal_url=%2Fproducts%2Fjenkins-x%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcontinuous-delivery-tools%26source%3Dcategory&order=g2_score&page=2#product-list) - [3](/categories/continuous-delivery-tools?open_modal_url=%2Fproducts%2Fjenkins-x%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcontinuous-delivery-tools%26source%3Dcategory&order=g2_score&page=3#product-list) - [4](/categories/continuous-delivery-tools?open_modal_url=%2Fproducts%2Fjenkins-x%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcontinuous-delivery-tools%26source%3Dcategory&order=g2_score&page=4#product-list) - [5](/categories/continuous-delivery-tools?open_modal_url=%2Fproducts%2Fjenkins-x%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcontinuous-delivery-tools%26source%3Dcategory&order=g2_score&page=5#product-list) - … - [11](/categories/continuous-delivery-tools?open_modal_url=%2Fproducts%2Fjenkins-x%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcontinuous-delivery-tools%26source%3Dcategory&order=g2_score&page=11#product-list) - [12](/categories/continuous-delivery-tools?open_modal_url=%2Fproducts%2Fjenkins-x%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcontinuous-delivery-tools%26source%3Dcategory&order=g2_score&page=12#product-list) - [Next ›Next ›](/categories/continuous-delivery-tools?open_modal_url=%2Fproducts%2Fjenkins-x%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fcontinuous-delivery-tools%26source%3Dcategory&order=g2_score&page=2#product-list) Spotlight Categories [Workforce Management Software](https://www.g2.com/categories/workforce-management) [Video Editing Software](https://www.g2.com/categories/video-editing) [Influencer Marketing Platforms](https://www.g2.com/categories/influencer-marketing-platforms) [Board Management Software](https://www.g2.com/categories/board-management) [Threat Intelligence Software](https://www.g2.com/categories/threat-intelligence) Similar Categories - [Continuous Integration](/categories/continuous-integration) - [Build Automation](/categories/build-automation) - [Configuration Management](/categories/configuration-management) - [Other Continuous Delivery](/categories/other-continuous-delivery) - [Cloud Infrastructure Automation](/categories/cloud-infrastructure-automation) [Browse Continuous Delivery Themes](/categories/continuous-delivery-tools/themes) ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello") AC Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello) Updated October 3, 2024 Continuous delivery, as a process, aims to help developers generate deployment-ready code as quickly and efficiently as possible. By facilitating short development cycles with automation, workflows, and more, continuous delivery solutions enable developers to build and execute delivery pipelines to stage software and updates. Some continuous delivery solutions allow for continuous deployment, which automatically pushes deployment-ready code to production. Otherwise, deployment is manual. Alongside short development cycles, continuous delivery tools contribute to time and cost savings for development teams. Continuous delivery solutions also enable a stronger, more robust feedback cycle, which can strengthen a business’ final product. These tools offer more visibility into the development cycle, helping team leads, product managers, and management receive better insight and analytics on development progress and success. Continuous delivery software extend beyond the functionalities of [continuous integration tools](https://www.g2.com/categories/continuous-integration) up to the point of being deployment ready. To qualify for inclusion in the Continuous Delivery category, a product must: - Connect to code repositories - Generate a software build - Help teams define and execute their processes from coding to staging - Automatically deploy code or maintain code in a deployment-ready state Top Tools at a Glance | | Repo-native CI/CD with automated deployment pipelines | User Review "Great Developer Platform with Helpful AI Features" | | | Unified SCM and CI/CD pipeline delivery | User Review "GitLab’s All-in-One DevOps Platform with CI/CD and Security Scanning" | | | Deployment-decoupled feature flag rollouts | User Review "Quick No-Code Changes using LaunchDarkly" | | | Git-push CI/CD with Next.js preview deployments | User Review "Zero infrastructure, full production power — built ForexRater on it" | | | Salesforce metadata deployment with dependency-aware CI/CD | User Review "Powerful Salesforce DevOps That Makes Every Release Easier" | | | Azure-native CI/CD pipeline automation | User Review "Eases Data Migration with Interactive UI" | | | SQL-native database schema versioning for CI/CD | User Review "Redgate Flyway: Schema-as-Code Migrations That Fit Seamlessly Into CI/CD" | | | Mobile-first CI/CD pipeline automation and store delivery | User Review "Effortless Build Automation and Mobile Releases with OTA Updates" | | | Salesforce-native CI/CD pipeline automation | User Review "Goodbye Clunky Change Sets, Hello Stress-Free Deployments" | * * * Show More * * * ## How Do You Choose the Right Continuous Delivery Tools? ### What You Should Know About Continuous Delivery Tools ### What are Continuous Delivery Tools? Continuous delivery refers to the process of constantly generating deployment-ready code via agile workflows and the quick, efficient automation of repetitive tasks. Continuous delivery tools facilitate this process, enabling development teams to achieve a true DevOps environment. DevOps emerged as the result of companies’ desire to shorten the software development lifecycle. The goal behind DevOps is to create a more responsive development, update, and upkeep strategy, as well as to keep development objectives in constant alignment with business ones. Continuous integration, continuous delivery, and continuous deployment were created to promote more agile strategies on the development side. The theory behind each are as follows: Continuous integration: Merging all developers’ code into one central repository at regular intervals to avoid code conflicts Continuous delivery: Keeping code constantly ready for deployment Continuous deployment: Automatically pushing code updates into production after successfully passing testing Often, the term CI/CD is used to mean continuous integration/continuous delivery, ignoring continuous deployment, because continuous deployment has become antiquated and exists instead as part of the continuous delivery umbrella. Continuous delivery software facilitates the maintenance of tested and approved code in a deployment-ready state. Once the approved code is ready for deployment, the key lies in whether that code is deployed automatically (continuous deployment) or manually. Continuous deployment necessitates more rigorous testing to ensure nothing broken gets pushed into production, and the potential that bad code can go live is discouraging. Not all continuous delivery solutions include continuous deployment, so companies seeking to avoid the potential pitfalls of continuous deployment should assess their options to ensure the possibility of manual deployment. Regardless, continuous delivery serves up a huge advantage in the form of faster software updates and more responsive upkeep, allowing businesses to remain as competitive as possible. Key Benefits of Continuous Delivery Tools - Quicker end user impact from added functionality, updates, and upkeep - More time saved by eliminating manual tasks - Smoother transition from development to deployment ### Why Use Continuous Delivery Tools? While continuous delivery can sound intimidating to a lot of companies, the strategy can be quite beneficial. Continuous delivery—in conjunction with continuous integration—creates a strong, fluid pipeline of unified code production, testing, and distribution. Instead of worrying about intermittent, large updates, companies can quickly crank out small changes to continuously improve their software. Huge update deployments tend to be painful to release, hectic to track, and difficult to sift through for both businesses and consumers. Continuous delivery strategies allow small, incremental changes that are easier to track (especially in conjunction with [configuration management software](http://g2.com/categories/configuration-management)), troubleshoot, and roll back in the event of a break. Incremental changes are also much faster to redeploy, which saves the effort of going through manual deployment over and over. **Fast feedback cycle —** Most continuous delivery software enables deployments to occur automatically once functional testing is successful, meaning businesses get quicker feedback around ideas and changes made to their products. Users will have access to changes as soon as they’re ready, which helps businesses keep a consistent stream of feedback on their product. This helps companies build stronger products in the long run. **Competitive edge —** Taking long spans between software updates or add-on releases leaves businesses vulnerable to being overtaken by more agile, responsive companies. With continuous delivery software, the business can keep updates and constructive changes flowing directly into the production environment, resulting in a stronger, more consistent product. ### Who Uses Continuous Delivery Tools? Development (specifically DevOps) teams are the primary users of continuous delivery tools. Software engineers and development team leads, both get a lot of value from these tools, albeit for different reasons. Developers easily launch changes directly into pre- and post-production environments with continuous delivery software, which saves them time. Team leads and managers get a lot of use out of the reports, metrics, and dashboards many of these solutions offer, as they provide higher-level insights into the progress the development teams are making. ### Continuous Delivery Tools Features The following are the most common features seen in continuous delivery solutions: **Repository connectivity —** Continuous delivery software needs access to code repositories to push successfully tested code into production. This software should have the capability to connect with any of a business’ code repositories, automatically passing successfully tested code into preproduction or live product updates. **Deployment-ready staging —** Continuous delivery software automatically maintains code in a deployment-ready state. This allows developers to stage their code more quickly and efficiently, and empowers businesses to make changes to their software on the fly as issues or market changes arise. **Role-based task assignment—** Beyond outright task automation, continuous delivery software designates the necessary tasks and workflows for a team's unique development cycle. This task designation is role-based and fully customizable so that development teams can build the delivery pipeline that works best for them. #### Additional Continuous Delivery Tools Features **Continuous deployment —** Most continuous delivery software allows continuous deployment or automated deployment. Continuous deployment allows companies to push small changes quickly into production, reducing the overall hassle of releasing updates and allowing development teams to focus more on writing quality code. **Deployment tracking —** Keeping track of automatic code deployments help teams understand exactly why certain shifts occur, like an increase in user errors or an increase in product use. Continuous delivery tools should document each code push that gets sent to production, allowing users to see exactly how the new code performs. It also shows development teams if a build fails to push to production, which will alert them to a potential issue in the code itself. **Reporting and metrics—** At a higher level, continuous delivery solutions should display push metadata, such as the number of deployments going out in a certain time span, what part of a software solution the deployments are targeting, and more. This feature is particularly useful for managers and team leads since it gives them a top-down view of a development team’s performance. **Deployment rollback—** This feature is helpful when development teams encounter a problem that testing fails to catch. Some continuous deployment solutions have rollback capabilities, where live code can be restored to prerollout status. This lets development teams work out what went wrong, providing additional insights that can be used to improve pre-deployment testing. Other features of continuous delivery software: [Containers](https://www.g2.com/categories/continuous-delivery/f/containers), [Databases](https://www.g2.com/categories/continuous-delivery/f/databases), [Mobile Capabilities](https://www.g2.com/categories/continuous-delivery/f/mobile), [Multi-Environment Capabilities](https://www.g2.com/categories/continuous-delivery/f/multi-environment), and [Salesforce Capabilities](https://www.g2.com/categories/continuous-delivery/f/salesforce). ### Potential Issues with Continuous Delivery Tools **Pushing bad code —** The fault of this issue lies less with the actual continuous delivery solution and more with a business’ testing practices and [test automation](http://g2.com/categories/test-automation). Bad code—code that causes errors, breaks, or crashes—should be caught during the testing process so that it doesn’t create problems in the production environment. If testing practices aren’t strong, continuous delivery solutions end up pushing that bad code into staging and production, which taints the user experience. When implementing a continuous delivery solution, especially one with continuous deployment, it is important for a company to have strong manual and automated tests to catch any bad code before it goes live. **Pushing too many visible changes —** Companies, when using continuous delivery as part of their development process, should keep in mind the effect it may have on their user base if visible changes or updates keep appearing every few days or each week. While changes to currently existing issues are often welcome, users may start getting concerned if they keep receiving visual or functional changes at small increments. Consistency is key to both improving the learning curve and maintaining customer happiness, and when a company messes with consistency too much or too often, it risks upsetting its users. Generally, a company will want to avoid doing too many noticeable changes too close together, unless those changes are paired with formally released information to update users about the nature and reasons for the changes. ### Software and Services Related to Continuous Delivery Tools [**Continuous integration tools**](https://www.g2.com/categories/continuous-integration) **—** Continuous integration (CI) is the practice of frequently building and testing each change made to a codebase. Continuous integration involves developers uploading new code or code changes, to a common code repository, which is then tested automatically at the time of upload to ensure changes do not cause issues or breaks. By automating tests, users ensure immediately their code is sound and that important software features are operating as expected. [**Bug tracking software**](https://www.g2.com/categories/bug-tracking) **—** Bug tracking software or issue tracking software refers to software used by quality assurance (QA) and software development teams to report software bugs and problems. Thorough bug tracking is essential for good software development. Bug tracking software provides a repository that explains how to reproduce a bug and how widespread an issue is, and allows a business to separate, prioritize, sequence, and provide communications about different bugs across many projects or applications. [**WebOps platforms**](https://www.g2.com/categories/webops-platforms) **—** WebOps platforms are designed to bring DevOps capabilities to website development and management. Unlike broader digital experience platforms (DXPs), WebOps platforms provide refined functionality for web building, maintenance, and content management, facilitating a more unique and purpose-driven approach to web presence. By nature, these products are used most heavily by web development teams, but marketers also leverage the content management or maintenance functions of these platforms.