# Best Enterprise Continuous Delivery Tools - Page 3 *By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)* Products classified in the overall Continuous Delivery category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Continuous Delivery to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Continuous Delivery category. In addition to qualifying for inclusion in the Continuous Delivery Tools category, to qualify for inclusion in the Enterprise Business Continuous Delivery Tools category, a product must have at least 10 reviews left by a reviewer from an enterprise business. ## Top Continuous Delivery Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [GitHub](https://www.g2.com/products/github/reviews) | 4.7/5.0 (2,315 reviews) | Repo-native CI/CD with automated deployment pipelines | "[Intuitive, Seamless GitHub Experience That Boosts Collaboration and Efficiency](https://www.g2.com/survey_responses/github-review-13064316)" | | 2 | [GitLab](https://www.g2.com/products/gitlab/reviews) | 4.5/5.0 (881 reviews) | Unified SCM and CI/CD pipeline delivery | "[GitLab’s All-in-One DevOps Platform with CI/CD and Security Scanning](https://www.g2.com/survey_responses/gitlab-review-12864830)" | | 3 | [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) | 4.5/5.0 (770 reviews) | Deployment-decoupled feature flag rollouts | "[Fantastic SDK Integrations and a Unified Workflow for Safe Deployments & Experimentation](https://www.g2.com/survey_responses/launchdarkly-review-13086481)" | | 4 | [Vercel](https://www.g2.com/products/vercel/reviews) | 4.7/5.0 (74 reviews) | Git-push CI/CD with Next.js preview deployments | "[Fast Deployment and Simple Hosting for Personal Projects](https://www.g2.com/survey_responses/vercel-review-13035269)" | | 5 | [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) | 4.7/5.0 (292 reviews) | Salesforce metadata deployment with dependency-aware CI/CD | "[Powerful Salesforce DevOps That Makes Every Release Easier](https://www.g2.com/survey_responses/gearset-devops-review-13031923)" | | 6 | [Azure Pipelines](https://www.g2.com/products/azure-pipelines/reviews) | 4.3/5.0 (363 reviews) | Azure-native CI/CD pipeline automation | "[Eases Data Migration with Interactive UI](https://www.g2.com/survey_responses/azure-pipelines-review-12809318)" | | 7 | [Redgate Flyway](https://www.g2.com/products/redgate-flyway/reviews) | 4.5/5.0 (96 reviews) | SQL-native database schema versioning for CI/CD | "[Redgate Flyway: Schema-as-Code Migrations That Fit Seamlessly Into CI/CD](https://www.g2.com/survey_responses/redgate-flyway-review-12854965)" | | 8 | [Bitrise Mobile DevOps Platform](https://www.g2.com/products/bitrise-mobile-devops-platform/reviews) | 4.8/5.0 (233 reviews) | Mobile-first CI/CD pipeline automation and store delivery | "[Effortless Build Automation and Mobile Releases with OTA Updates](https://www.g2.com/survey_responses/bitrise-mobile-devops-platform-review-12991445)" | | 9 | [Copado DevOps](https://www.g2.com/products/copado-devops/reviews) | 4.4/5.0 (307 reviews) | Salesforce-native CI/CD pipeline automation | "[Goodbye Clunky Change Sets, Hello Stress-Free Deployments](https://www.g2.com/survey_responses/copado-devops-review-13085698)" | | 10 | [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) | 4.6/5.0 (369 reviews) | Agentless multi-host infrastructure delivery automation | "[Consistent, Scalable Automation That Boosts Stability and Efficiency](https://www.g2.com/survey_responses/red-hat-ansible-automation-platform-review-12121846)" | --- ## What Are the Most Common Questions About Continuous Delivery Tools? *AI-generated · Last updated: May 26, 2026* ### What top platforms for blue-green and canary deployments? Based on G2 reviews, buyers looking at blue-green and canary-style delivery patterns most often mention platforms that support gradual rollouts, rollback control, and strong deployment visibility. Verified users frequently describe LaunchDarkly as helping teams release features to limited user groups, run percentage-based rollouts, and disable problematic changes quickly without redeploying. G2 reviewers also mention GitLab for structured CI/CD pipelines, staged deployments, and strong visibility across builds and releases. According to verified users, GitHub is commonly used to automate deployments and manage release workflows through Actions, branch controls, and integrated reviews. These tools are often praised for helping teams reduce deployment risk while keeping releases predictable and easier to monitor. **Here are some of the top-rated products on G2:** - [GitHub](https://www.g2.com/products/github/reviews) – used for automated deployments, branch-based release workflows, and CI/CD through GitHub Actions - [GitLab](https://www.g2.com/products/gitlab/reviews) – supports staged CI/CD pipelines, deployment tracking, and integrated code-to-release workflows - [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) – helps teams run gradual rollouts, targeted releases, and fast rollback of features in production ### What best tools for multi-environment deployment automation? Based on G2 reviews, buyers evaluating multi-environment deployment automation often prioritize consistency across dev, test, staging, and production. According to verified users, GitLab stands out for managing code, CI/CD, and deployments in one place, with teams highlighting its ability to automate builds, tests, and releases across multiple stages. G2 reviewers also mention GitHub for workflows that connect source control, pull requests, and deployment automation in a single environment. For Salesforce-focused teams, Gearset DevOps is repeatedly described as useful for comparing environments, validating changes, and promoting releases with less manual effort. Across reviews, the main themes are reducing deployment friction, keeping environments aligned, and improving visibility when changes move between stages. **Here are some of the top-rated products on G2:** - [GitLab](https://www.g2.com/products/gitlab/reviews) – used to automate builds, tests, and deployments across staging and production environments - [GitHub](https://www.g2.com/products/github/reviews) – supports multi-stage delivery through Actions, branch workflows, and integrated code reviews - [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) – helps teams compare environments, validate changes, and move releases across Salesforce orgs ### Which platform offers AI-driven release optimization? Based on G2 reviews, Opsera is the clearest match for AI-driven release optimization in this category data. Verified users describe its AI agents as helping analyze pipelines, identify security issues earlier, surface architectural concerns, and improve visibility into delivery workflows. G2 reviewers mention that these capabilities can reduce manual effort in debugging and help teams catch risks before code moves further through CI/CD. Reviewers also note benefits around documentation, security scanning, and delivery insights, all of which support more informed release decisions. While some other products mention AI in narrower contexts, according to verified users, Opsera is the most directly associated with AI-assisted optimization of release and DevOps processes within the recent reviews provided. ### Which is the best continuous delivery platform for DevOps teams? Based on G2 reviews, GitHub is the strongest fit for many DevOps teams because reviewers repeatedly describe it as combining source control, collaboration, automation, and deployment workflows in one place. According to verified users, GitHub helps teams manage pull requests, reviews, issue tracking, and CI/CD with GitHub Actions, which reduces the need to jump across separate tools. G2 reviewers mention that this centralization improves visibility, speeds collaboration, and makes releases more structured and reliable. Users also call out integrations with common development tools and support for both individual and team workflows. While several products serve DevOps teams well, GitHub appears most frequently in the recent review set and is most consistently tied to end-to-end development and delivery operations. ### Which platform offers the fastest software release cycles? Based on G2 reviews, LaunchDarkly is strongly associated with faster release cycles because verified users repeatedly say it separates deployment from release. G2 reviewers mention that teams can ship code behind flags, roll features out gradually, test with limited audiences, and turn off problematic functionality instantly without redeploying. That approach is described as reducing release anxiety and helping engineering and product teams move faster with more control. Reviewers also connect LaunchDarkly with quicker experimentation, safer production testing, and faster iteration across different user segments. According to verified users, those capabilities shorten the time between completed code and controlled customer exposure, making it one of the clearest products in this dataset for accelerating release velocity while maintaining operational safety. ### Which continuous delivery software is easiest to integrate? Based on G2 reviews, GitHub is frequently described as one of the easiest continuous delivery tools to integrate because users already rely on it as a central hub for repositories, pull requests, automation, and connected developer tools. According to verified users, GitHub integrates well with common applications like VS Code, cloud platforms, issue trackers, and deployment services, while GitHub Actions helps automate releases without needing a separate delivery layer. G2 reviewers also mention smooth onboarding, familiar workflows, and broad team adoption as reasons integration tends to be less disruptive. While products like GitLab and Vercel are also praised for easy setup and strong integrations, GitHub appears most consistently in the reviews as a broadly connected platform that teams can adopt with minimal friction. ### What best software for ensuring deployment compliance? Based on G2 reviews, deployment compliance is most often associated with platforms that provide audit trails, governance controls, approval workflows, and security checks as part of delivery. Verified users frequently mention GitLab for built-in security scanning, compliance visibility, and role-based controls that help teams automate builds and deployments while maintaining governance. G2 reviewers also highlight Gearset DevOps for validations, release controls, and environment comparison that support more reliable, policy-driven changes. In Salesforce-heavy workflows, Copado DevOps is repeatedly described as helping teams manage user stories, approvals, version control, and deployment traceability. Across the recent reviews, the common theme is stronger release discipline through automation paired with clearer visibility into who changed what and when. **Here are some of the top-rated products on G2:** - [GitLab](https://www.g2.com/products/gitlab/reviews) – offers security scanning, auditability, and governance controls within CI/CD workflows - [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) – supports validated deployments, environment comparisons, and release controls for regulated changes - [Copado DevOps](https://www.g2.com/products/copado-devops/reviews) – helps teams enforce approvals, version tracking, and traceable Salesforce release processes ### What best platforms for integrating continuous delivery with CI? Based on G2 reviews, the strongest platforms for connecting continuous delivery with CI are the ones that combine source control, build automation, testing, and deployment steps in a shared workflow. According to verified users, GitHub is widely used for this through GitHub Actions, where teams automate testing and deployment directly from repository events. G2 reviewers also describe GitLab as an all-in-one platform where code, pipelines, reviews, and deployments stay connected, reducing tool sprawl. Verified users further mention GitHub and GitLab for visibility across release stages and easier coordination between developers and operations. Across the review set, these products are praised for keeping CI and delivery tightly linked so teams can move from code change to tested deployment with fewer manual handoffs. **Here are some of the top-rated products on G2:** - [GitHub](https://www.g2.com/products/github/reviews) – combines repositories, pull requests, CI workflows, and deployment automation through GitHub Actions - [GitLab](https://www.g2.com/products/gitlab/reviews) – unifies code management, CI/CD pipelines, and release workflows in one platform ### What top tools for automating software deployment pipelines? Based on G2 reviews, the top tools for automating software deployment pipelines are typically the ones reviewers use to standardize builds, testing, approvals, and releases. Verified users repeatedly mention GitHub for Actions-based automation that connects code changes to deployment workflows. G2 reviewers also highlight GitLab for bringing repositories, issue tracking, CI/CD pipelines, and deployment stages together in a single system. For teams focused on feature delivery control rather than only build automation, LaunchDarkly is also frequently mentioned for letting teams release safely through flags, targeted rollouts, and instant rollback. According to verified users, these tools help reduce manual steps, improve release consistency, and make software delivery easier to monitor as changes move from development into production. **Here are some of the top-rated products on G2:** - [GitHub](https://www.g2.com/products/github/reviews) – automates builds and deployments through repository-driven workflows and GitHub Actions - [GitLab](https://www.g2.com/products/gitlab/reviews) – manages end-to-end deployment pipelines with integrated code, CI/CD, and release controls - [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) – adds controlled rollouts and kill-switch style release management to automated delivery processes ### What top-rated continuous delivery platforms for large teams? Based on G2 reviews, large teams tend to value continuous delivery platforms that combine scalability, governance, and visibility across many contributors and environments. Verified users frequently describe GitHub as a strong fit because it centralizes repositories, pull requests, reviews, Actions, and integrations in one place, which helps larger teams coordinate work and automate releases. G2 reviewers also mention GitLab for its all-in-one DevOps workflow, especially where teams want issue tracking, CI/CD, security, and deployment management together. For Salesforce-centered organizations, Gearset DevOps is often praised for handling complex environment management, metadata comparisons, and release workflows across multiple teams. According to verified users, these platforms help larger teams reduce coordination overhead while keeping delivery structured and reliable. **Here are some of the top-rated products on G2:** - [GitHub](https://www.g2.com/products/github/reviews) – supports large-team collaboration with centralized code, reviews, automation, and integrations - [GitLab](https://www.g2.com/products/gitlab/reviews) – helps larger organizations unify planning, CI/CD, security, and deployment workflows - [Gearset DevOps](https://www.g2.com/products/gearset-devops/reviews) – manages complex multi-environment Salesforce releases for teams working at scale ## 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=6516&focus%5B%5D=102905&focus%5B%5D=71263&focus%5B%5D=28337&focus%5B%5D=143017) Highlighted products: GitHub, GitLab, LaunchDarkly, Red Hat Ansible Automation Platform, Gearset DevOps, Azure Pipelines, Control-M, and JFrog. 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=red-hat-ansible-automation-platform&focus%5B%5D=gearset-devops&focus%5B%5D=azure-pipelines&focus%5B%5D=control-m&focus%5B%5D=jfrog-2024-03-28&segment=enterprise) ## 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 (+0.59%) - Among all products in this category, Progress Chef recorded the largest rating increase compared to last month *Last updated: July 18, 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. --- **Sponsored** ### Octopus Deploy Octopus Deploy sets the standard for Continuous Delivery (CD), empowering software teams to deliver value in an agile way. Globally, more than 4,000 organizations rely on our Continuous Delivery, GitOps, and release orchestration solutions to deliver swift value to their customers. At Octopus, we create happy deployments, and by extension, happy software teams. Founded in 2012, our vision is for all software teams to look forward to deployment time; to be excited about seeing their changes deployed and used by their customers. We want them to deploy more and more frequently, and to feel 100% confident it will just work. Octopus efficiently orchestrates software delivery across multi-cloud, Kubernetes, data centers, and hybrid environments, whether containerized modern apps or heritage applications. With governance, risk, and compliance (GRC) at its core, Octopus supports Platform Engineering teams in their mission to provide a superior developer experience (DevEx). Octopus also actively contributes to the developer community with open-source projects. - Effortless scaling - Deploy consistently, quickly, and without duplicating effort to thousands of locations or customers. Tenants let you use one deployment process for thousands of customers. See all your deployments at a glance on a single dashboard. - Faster deployments - Deploy faster and more frequently to thousands of application hosts. Use one deployment process consistently across environments. Reduce time between build and deployment by automatically promoting releases. Use the deployment strategy that works for you, like rolling, blue/green, or canary. - Reduce risk - Reduce deployment failure rate and mean time to recovery with automation built-in. Step timeouts and retries reduce manual intervention, while guided failure mode lets you keep deployments moving when needed. Our Insights feature reveals your DevOps performance and areas that need attention based on the 4 key DORA metrics. - Improve DevEx - Simple deployments empower teams and let developers focus on building new features. Create processes easily with our friendly UI and over 500 step templates, or use command lines and scripts. Runbooks automate routine and emergency operations tasks, freeing your teams for more crucial work. - Increase security - Built-in, flexible features to manage your security and compliance requirements. Use role-based access control (RBAC) to limit what users can do in Octopus. Configure ITSM approvals and OpenID Connect with popular providers for secure, compliant deployments. Handle complex software delivery at any scale with Octopus Deploy. [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=2026-07-19T02%3A52%3A27Z&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=6646&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%2Fenterprise%3Fpage%3D3%26segment%3Denterprise&secure%5Btoken%5D=d176a187e73515aff89ebc34084dbc0b3811e572fbec862492574abcc752b216&secure%5Burl%5D=https%3A%2F%2Foctopus.com%2Ffree%3Futm_source%3Dg2%26utm_medium%3Dpaid-display%26utm_campaign%3Dglobal-032026-g2-clicks%26utm_content%3Dfree-tier%26utm_term%3D&secure%5Burl_type%5D=free_trial) --- ## What Is Continuous Delivery Tools? [CI/CD Tools](https://www.g2.com/categories/ci-cd-tools) ## What Software Categories Are Similar to Continuous Delivery Tools? - [Build Automation Software](https://www.g2.com/categories/build-automation) - [Continuous Integration Tools](https://www.g2.com/categories/continuous-integration) - [Configuration Management Tools](https://www.g2.com/categories/configuration-management) - [Application Release Orchestration (ARO) Tools](https://www.g2.com/categories/application-release-orchestration) - [Cloud Infrastructure Automation Software](https://www.g2.com/categories/cloud-infrastructure-automation) - [WebOps Platforms](https://www.g2.com/categories/webops-platforms) - [DevOps Platforms](https://www.g2.com/categories/devops-platforms) --- ## 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.