# Best Continuous Delivery Tools for Medium-Sized Businesses - Page 2 *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, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized 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 Medium-Sized Business Continuous Delivery category. In addition to qualifying for inclusion in the Continuous Delivery Tools category, to qualify for inclusion in the Medium-Sized Business Continuous Delivery Tools category, a product must have at least 10 reviews left by a reviewer from a medium-sized 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=78698&focus%5B%5D=102905&focus%5B%5D=16345&focus%5B%5D=71263&focus%5B%5D=17491) Highlighted products: GitHub, GitLab, LaunchDarkly, Redgate Flyway, Gearset DevOps, AWS CodeDeploy, Azure Pipelines, 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=redgate-flyway&focus%5B%5D=gearset-devops&focus%5B%5D=aws-codedeploy&focus%5B%5D=azure-pipelines&focus%5B%5D=bitrise-mobile-devops-platform&segment=mid-market) ## 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 (+0.93%) - Among all products in this category, Progress Chef recorded the largest rating increase compared to last month *Last updated: July 19, 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** ### 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=2026-07-19T19%3A28%3A19Z&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%2Fmid-market%3Fpage%3D2&secure%5Btoken%5D=5c7d5bf9199c31ff7f5516cb22f1ffb0cffa006fb3ff2ee0ffdbfd3e6cf21702&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) --- ## What Are the Top-Rated Continuous Delivery Tools Products in 2026? ### 1. [CloudBees](https://www.g2.com/products/cloudbees/reviews) The Complete DevOps solution. CloudBees empowers your software delivery teams to transform your business. CloudBees solution brings together development, operations, IT, security, and business teams to: Create fast with scalable repeatable workflows. Continuously improve customer experiences by progressively delivering features with speed and control. Command everything with higher-order visibility, management, and intelligence across tools, teams, pipelines, and process... all at enterprise scale. **Average Rating:** 4.4/5.0 **Total Reviews:** 591 **How Do G2 Users Rate CloudBees?** - **Deployment-Ready Staging:** 9.0/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.9/10 (Category avg: 8.8/10) - **Integration:** 9.0/10 (Category avg: 8.8/10) - **Ease of Use:** 8.6/10 (Category avg: 8.7/10) **Who Is the Company Behind CloudBees?** - **Seller:** [CloudBees](https://www.g2.com/sellers/cloudbees) - **Company Website:** https://www.cloudbees.com - **Year Founded:** 2010 - **HQ Location:** San Jose, CA - **Twitter:** @CloudBees (39,175 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1189836/ (486 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 48% Enterprise, 41% Mid-Market #### What Are CloudBees's Pros and Cons? **Pros:** - Features (5 reviews) - Reliability (5 reviews) - Customization (4 reviews) - Ease of Use (4 reviews) - Integrations (4 reviews) **Cons:** - Complex Interface (2 reviews) - Complexity (2 reviews) - Complex Setup (2 reviews) - Complex User Interface (2 reviews) - Configuration Issues (2 reviews) ### What Do G2 Reviewers Say About CloudBees? *AI-generated summary from verified user reviews* **Pros:** - Users commend CloudBees for its **centralized management and robust security** , enhancing the CI/CD lifecycle for enterprises. - Users value CloudBees for its **reliability and centralized management** , ensuring efficient CI/CD processes across large organizations. - Users appreciate the **customization options** in CloudBees, enabling tailored workflows for diverse development needs. - Users commend the **ease of use** of CloudBees, particularly for integration and managing complex workflows effectively. - Users appreciate the **seamless integrations** with tools like GitHub, enhancing workflow automation and efficiency. **Cons:** - Users find the **complex interface** of CloudBees challenging, complicating understanding and configuration of the tool. - Users find the **complexity in understanding and configuration** of CloudBees can hinder their overall experience. - Users face **complex setup** challenges with CloudBees, requiring time and specialized expertise for effective configuration. - Users find the **complex user interface** of CloudBees challenging, complicating understanding and configuration for effective use. - Users face **configuration issues** with CloudBees, which can complicate the setup and require specialized expertise. #### What Are Recent G2 Reviews of CloudBees? **"[Enterprise-Grade Reliability with Developer-Friendly Innovation](https://www.g2.com/survey_responses/cloudbees-review-12799588)"** **Rating:** 4.5/5.0 stars *— Ruchi A.* [Read full review](https://www.g2.com/survey_responses/cloudbees-review-12799588) --- **"[Strong, Enterprise-Grade CI/CD for Centralized Jenkins Management](https://www.g2.com/survey_responses/cloudbees-review-12497501)"** **Rating:** 4.5/5.0 stars *— chandramohan K.* [Read full review](https://www.g2.com/survey_responses/cloudbees-review-12497501) --- #### What Are G2 Users Discussing About CloudBees? - [What is ElectricFlow?](https://www.g2.com/discussions/what-is-electricflow) - [What is Jenkins CloudBees?](https://www.g2.com/discussions/what-is-jenkins-cloudbees) - 1 comment, 1 upvote - [What is CloudBees flow?](https://www.g2.com/discussions/what-is-cloudbees-flow) - 1 comment ### 2. [Google Cloud Build](https://www.g2.com/products/google-cloud-build/reviews) Fast, consistent, reliable builds on Google Cloud Platform **Average Rating:** 4.5/5.0 **Total Reviews:** 61 **How Do G2 Users Rate Google Cloud Build?** - **Deployment-Ready Staging:** 9.2/10 (Category avg: 8.9/10) - **Processes and Workflow:** 9.3/10 (Category avg: 8.8/10) - **Integration:** 9.4/10 (Category avg: 8.8/10) - **Ease of Use:** 9.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Google Cloud Build?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 40% Small-Business, 35% Enterprise #### What Are Google Cloud Build's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Application Development (1 reviews) - Cloud Integration (1 reviews) - Configuration Ease (1 reviews) - Deployment Automation (1 reviews) **Cons:** - Cost Issues (1 reviews) - Limited Compatibility (1 reviews) - Limited Free Access (1 reviews) - Missing Features (1 reviews) - Poor Customer Support (1 reviews) ### What Do G2 Reviewers Say About Google Cloud Build? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Google Cloud Build, allowing them to focus solely on coding without server management. - Users value the **total solution for application development** offered by Google Cloud Build, catering to diverse needs effectively. - Users appreciate the **seamless cloud integration** of Google Cloud Build, simplifying deployment without server management hassles. - Users value the **configuration ease** of Google Cloud Build, allowing them to focus on coding over server management. - Users appreciate the **effortless deployment automation** with Google Cloud Build, allowing them to focus on coding without server management. **Cons:** - Users desire a **more affordable pricing** structure for Google Cloud Build, hoping for improved trial benefits and resources. - Users feel limited by the **incompatibility with Flutter web** , wishing for broader support on the platform. - Users feel that the **limited free access** hinders full exploration and enjoyment of Google Cloud Build features. - Users find the **absence of Flutter web support** in Google Cloud Build a notable limitation for their projects. - Users note the need for **improved customer support** , particularly regarding response times for assistance with issues. #### What Are Recent G2 Reviews of Google Cloud Build? **"[Google Cloud Build is the best serverless platform](https://www.g2.com/survey_responses/google-cloud-build-review-11964403)"** **Rating:** 5.0/5.0 stars *— Bishal D.* [Read full review](https://www.g2.com/survey_responses/google-cloud-build-review-11964403) --- **"[Seamless CI/CD on GCP: Reliable Cloud Build to Cloud Run Automation](https://www.g2.com/survey_responses/google-cloud-build-review-12557218)"** **Rating:** 4.5/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/google-cloud-build-review-12557218) --- #### What Are G2 Users Discussing About Google Cloud Build? - [What is Google Cloud built on?](https://www.g2.com/discussions/what-is-google-cloud-built-on) - [What is the features and benefits of Google Cloud?](https://www.g2.com/discussions/google-cloud-build-what-is-the-features-and-benefits-of-google-cloud) - 1 comment, 1 upvote - [What is the features of Google cloud?](https://www.g2.com/discussions/google-cloud-build-what-is-the-features-of-google-cloud) - [What are some of the features supported by cloud build?](https://www.g2.com/discussions/what-are-some-of-the-features-supported-by-cloud-build) ### 3. [Plesk](https://www.g2.com/products/plesk/reviews) Plesk, a premier brand of WebPros International GmbH, is a leading web hosting and server management platform trusted by hosting providers, developers, and businesses worldwide. Launched in 2001, Plesk simplifies website and server administration with a versatile, user-friendly interface and powerful tools. As part of WebPros, headquartered in Luxembourg, Plesk delivers secure, scalable, and multi-platform solutions to streamline web operations for millions of users globally. Plesk, a product of WebPros, is an all-in-one web hosting control panel and server management platform designed to simplify website, server, and application management. Tailored for hosting providers, developers, and businesses, it supports multiple operating systems (Linux and Windows) and offers tools for domain management, email, databases, and DevOps workflows. From launching websites to managing cloud servers, Plesk ensures flexibility, security, and performance. Key Features: - Website Management: Manage domains, subdomains, and SSL certificates with ease. - Email Hosting: Create and manage email accounts with built-in spam protection. - WordPress Toolkit: Automate WordPress updates, staging, and security. - DevOps Tools: Integrate Git, Docker, and Node.js for streamlined development. - Security Suite: Features like Fail2Ban, Let’s Encrypt, and firewall management. Customer Support: - 24/7 Online Support: Comprehensive help via https://support.plesk.com/hc/en-us - Email Support: Submit tickets at https://support.plesk.com/hc/en-us - Knowledge Base: Extensive documentation and tutorials - Community Forums: Engage with experts at https://talk.plesk.com Ideal For: - Hosting Providers needing versatile, multi-platform server management. - Developers seeking DevOps tools and WordPress automation. - Businesses requiring secure, scalable web and cloud solutions. **Average Rating:** 4.3/5.0 **Total Reviews:** 246 **How Do G2 Users Rate Plesk?** - **Deployment-Ready Staging:** 9.3/10 (Category avg: 8.9/10) - **Processes and Workflow:** 9.1/10 (Category avg: 8.8/10) - **Integration:** 9.2/10 (Category avg: 8.8/10) - **Ease of Use:** 8.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Plesk?** - **Seller:** [WebPros](https://www.g2.com/sellers/webpros) - **Company Website:** https://webpros.com/ - **Year Founded:** 2017 - **HQ Location:** Switzerland - **LinkedIn® Page:** https://www.linkedin.com/company/webpros/ (733 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Software Developer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 80% Small-Business, 26% Mid-Market #### What Are Plesk's Pros and Cons? **Pros:** - Ease of Use (34 reviews) - Customer Support (14 reviews) - Hosting Services (13 reviews) - Easy Setup (11 reviews) - Interface Intuitiveness (11 reviews) **Cons:** - Expensive (11 reviews) - Limitations (9 reviews) - Learning Curve (7 reviews) - Missing Features (7 reviews) - Complexity (6 reviews) ### What Do G2 Reviewers Say About Plesk? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** in managing domains and hosting, finding Plesk intuitive and user-friendly. - Users praise the **awesome customer support** of Plesk for prompt case resolution and effective assistance. - Users highlight the **user-friendly hosting platform** of Plesk, making it ideal for managing domains and accounts. - Users find Plesk to have an **easy setup** , making website management and hosting straightforward and efficient. - Users appreciate the **intuitive interface** of Plesk, making server management efficient and user-friendly. **Cons:** - Users find Plesk **expensive** , especially for upgrades and compared to other platforms, which may deter some customers. - Users find Plesk has **limited plugins and complex usability** , making tasks like website transfers challenging and frustrating. - Users find the **learning curve challenging** , particularly for beginners, making navigation and setup more time-consuming. - Users find Plesk has **missing features** , particularly during the trial, leading to a less comprehensive experience. - Users find Plesk to be **complex** , particularly during website transfers and when compared to other control panels like cPanel. #### What Are Recent G2 Reviews of Plesk? **"[Enterprise-Grade Control Panel with Best-in-Class WordPress Toolkit](https://www.g2.com/survey_responses/plesk-review-12661140)"** **Rating:** 4.5/5.0 stars *— Lee S.* [Read full review](https://www.g2.com/survey_responses/plesk-review-12661140) --- **"[Clean, All-in-One Plesk Panel with Easy Installs, Free Let’s Encrypt, and Great Support](https://www.g2.com/survey_responses/plesk-review-12706185)"** **Rating:** 5.0/5.0 stars *— Lovepreet S.* [Read full review](https://www.g2.com/survey_responses/plesk-review-12706185) --- #### What Are G2 Users Discussing About Plesk? - [What is the difference between cPanel and Plesk?](https://www.g2.com/discussions/what-is-the-difference-between-cpanel-and-plesk) - 1 comment - [What is Plesk Onyx?](https://www.g2.com/discussions/what-is-plesk-onyx) - 1 comment, 1 upvote - [How does Plesk work?](https://www.g2.com/discussions/how-does-plesk-work) - [What is Plesk used for?](https://www.g2.com/discussions/what-is-plesk-used-for) - 1 comment ### 4. [Rev-Trac](https://www.g2.com/products/rev-trac/reviews) Rev-Trac is a Revelation Software Concepts (RSC) solution that enables some of the world’s largest organizations to drive unified SAP Change Management outcomes through integration and orchestration.  Our flagship product, Rev-Trac Platinum automates, enforces and unifies SAP change processes, reducing risks, minimizing downtime, and driving innovation for businesses with even the most complex SAP landscapes. With 25 years of global success, the platform’s four pillars - Automation, Acceleration, Compliance and Stability & Security - unify SAP Change Management. Rev-Trac Platinum enables SAP DevOps and continuous delivery with automated technology that delivers faster and more frequent change (ABAP, non-ABAP and new technologies like SAP BTP). Rev-Trac Platinum also incorporates real-time, automated error detection capabilities and checks, making managing SAP changes easier and reducing the risk of SAP system availability issues. Rev-Trac Insights is an added feature that alerts you to what’s happening in your SAP systems so you can make proactive, informed decisions and avoid business disruptions or project delays.  **Average Rating:** 4.6/5.0 **Total Reviews:** 59 **How Do G2 Users Rate Rev-Trac?** - **Deployment-Ready Staging:** 8.9/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.9/10 (Category avg: 8.8/10) - **Integration:** 8.1/10 (Category avg: 8.8/10) - **Ease of Use:** 8.9/10 (Category avg: 8.7/10) **Who Is the Company Behind Rev-Trac?** - **Seller:** [Revelation Software Concepts Pty Ltd](https://www.g2.com/sellers/revelation-software-concepts-pty-ltd) - **Company Website:** https://www.rev-trac.com - **Year Founded:** 1997 - **HQ Location:** Forest Hill, AU - **LinkedIn® Page:** https://www.linkedin.com/company/rev-trac/ (53 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Utilities, Retail - **Company Size:** 53% Enterprise, 31% Mid-Market #### What Are Rev-Trac's Pros and Cons? **Pros:** - Ease of Use (36 reviews) - Customer Support (15 reviews) - Reliability (15 reviews) - Automation (14 reviews) - Easy Setup (11 reviews) **Cons:** - Learning Curve (8 reviews) - Complexity (6 reviews) - Complex Setup (6 reviews) - Missing Features (6 reviews) - Difficult Setup (4 reviews) ### What Do G2 Reviewers Say About Rev-Trac? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Rev-Trac for efficient transport management across SAP systems. - Users praise the **swift support** from Rev-Trac’s team, enhancing their experience with effective technical assistance. - Users commend the **reliability** of Rev-Trac, appreciating its efficient support and seamless change management process. - Users value the **automation features** of Rev-Trac, making transport management efficient and reducing admin dependency. - Users appreciate the **easy setup** of Rev-Trac, finding it lightweight and simple to implement and maintain. **Cons:** - Users find the **learning curve steep** for Rev-Trac, often requiring support to navigate its complex features effectively. - Users find the **complexity** of Rev-Trac challenging, requiring significant time and effort to navigate effectively. - Users find that the **complex setup** of Rev-Trac requires time and vendor engagement, complicating their experience. - Users find the **missing features** of Rev-Trac to complicate changes and integration, hindering their overall efficiency. - Users find the **difficult setup** of Rev-Trac challenging, requiring extensive reliance on support resources for successful implementation. #### What Are Recent G2 Reviews of Rev-Trac? **"[Review of RevTrac](https://www.g2.com/survey_responses/rev-trac-review-10226288)"** **Rating:** 4.5/5.0 stars *— Chandra s.* [Read full review](https://www.g2.com/survey_responses/rev-trac-review-10226288) --- **"[User-Friendly and Reliable SAP Transport Solution](https://www.g2.com/survey_responses/rev-trac-review-12262133)"** **Rating:** 5.0/5.0 stars *— Andreas M.* [Read full review](https://www.g2.com/survey_responses/rev-trac-review-12262133) --- ### 5. [Prodly DevOps](https://www.g2.com/products/prodly-devops/reviews) Prodly empowers IT and business operations teams with a user-friendly DevOps solution that simplifies the Salesforce change management process. Our platform optimizes data and metadata deployments across all Salesforce applications, ensuring greater speed, efficiency, and security. Salesforce teams are able to increase productivity of their change management processes by 80% while achieving total compliance standards. With Prodly, you get: 1. Flexibility Across the Salesforce Ecosystem - Imagine having the power to manage complex data deployments seamlessly throughout the entire Salesforce application ecosystem. Prodly offers unmatched flexibility, ensuring that your Salesforce processes are as dynamic as your business needs. Experience the convenience of a tool that adapts to every twist and turn of your deployment requirements. 2. Unified Data and Metadata Deployment - Stop using multiple tools to do one job. With Prodly, you can deploy both data and metadata simultaneously, streamlining your operations and saving precious time. Simplify your workflow and maximize efficiency with a solution that does it all in one go. 3. Comprehensive Version Control - Keep your data and metadata changes in check with Prodly's robust version control system. Gain peace of mind knowing you can track and manage every modification with ease, ensuring your deployments are consistent and reliable every step of the way. 4. Custom Sandbox Seeding - Prodly's sandbox seeding feature caters to custom objects, allowing you to test with confidence in lower environments that mirror production. Prepare thoroughly and deploy with assurance, knowing your custom configurations are ready for prime time. 5. Speedy Deployment With Pre-Built Templates - With our pre-built templates, your deployments can move at lightning speed. Empower your team to launch faster and focus on what truly matters—growing your business and delighting your customers. 6. Salesforce Native Innovation - Built on Salesforce, for Salesforce, Prodly is crafted by the visionary behind Salesforce CPQ. Trust in a solution that is inherently aligned with Salesforce, ensuring smooth integration and unparalleled performance tailored to your Salesforce environment. Customers like AmEx GBT, Expedia, Stanley Black & Decker, Cardinal Health, Johnson & Johnson, and Snowflake leverage Prodly DevOps to increase deployment frequency, reduce lead time for changes, minimize change failure rate, and recover from production bugs quickly. **Average Rating:** 4.7/5.0 **Total Reviews:** 172 **How Do G2 Users Rate Prodly DevOps?** - **Deployment-Ready Staging:** 8.7/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.5/10 (Category avg: 8.8/10) - **Integration:** 8.5/10 (Category avg: 8.8/10) - **Ease of Use:** 9.1/10 (Category avg: 8.7/10) **Who Is the Company Behind Prodly DevOps?** - **Seller:** [Prodly, Inc.](https://www.g2.com/sellers/prodly-inc) - **Company Website:** https://www.prodly.co/ - **Year Founded:** 2014 - **HQ Location:** Palo Alto, CA - **Twitter:** @ProdlyHQ (203 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6463743/ (28 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Salesforce Developer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 40% Mid-Market, 34% Enterprise #### What Are Prodly DevOps's Pros and Cons? **Pros:** - Deployment (20 reviews) - Time-saving (15 reviews) - Automation (12 reviews) - Ease of Use (12 reviews) - Deployment Ease (11 reviews) **Cons:** - Deployment Issues (7 reviews) - Slow Performance (7 reviews) - Learning Curve (6 reviews) - Slow Deployment (6 reviews) - Delay Issues (4 reviews) ### What Do G2 Reviewers Say About Prodly DevOps? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **streamlined deployment process** with Prodly DevOps, enhancing tracking and flexibility in managing releases. - Users value the **time-saving capabilities** of Prodly DevOps, enhancing deployment efficiency and process management. - Users value the **automation** of Prodly DevOps for speeding up Salesforce change management and ensuring accuracy during deployments. - Users love how **easy to use** Prodly DevOps is, streamlining the Salesforce CPQ deployment process effectively. - Users appreciate the **seamless deployment automation** of Prodly DevOps, which enhances efficiency and simplifies change management. **Cons:** - Users report **deployment issues** with Prodly DevOps, including slow processes and lack of validation options leading to errors. - Users experience **slow performance** during larger deployments and when importing data sets, affecting efficiency significantly. - Users find the **learning curve steep** , especially for those new to DevOps practices in Salesforce. - Users report **slow deployment** times, particularly with large datasets, complicating the overall deployment process. - Users experience **delay issues** during deployments and data imports, affecting the overall efficiency of Prodly DevOps. #### What Are Recent G2 Reviews of Prodly DevOps? **"[A Solid DevOps Tool That Makes Salesforce Deployments Easier](https://www.g2.com/survey_responses/prodly-devops-review-11199790)"** **Rating:** 5.0/5.0 stars *— Ishi M.* [Read full review](https://www.g2.com/survey_responses/prodly-devops-review-11199790) --- **"[Automated Salesforce Deployments with Ease](https://www.g2.com/survey_responses/prodly-devops-review-12062307)"** **Rating:** 4.5/5.0 stars *— Nikhil R.* [Read full review](https://www.g2.com/survey_responses/prodly-devops-review-12062307) --- #### What Are G2 Users Discussing About Prodly DevOps? - [What does Prodly Appops do?](https://www.g2.com/discussions/what-does-prodly-appops-do) - [What is the use of Prodly Appops?](https://www.g2.com/discussions/what-is-the-use-of-prodly-appops) - [What is Prodly Moover?](https://www.g2.com/discussions/what-is-prodly-moover) - [What does Prodly do?](https://www.g2.com/discussions/what-does-prodly-do) ### 6. [Flosum](https://www.g2.com/products/flosum/reviews) Flosum is the enterprise platform for Salesforce DevOps, data protection, and governance. Built for organizations operating at scale, Flosum unifies change management, backup and recovery, archival, and compliance orchestration into a single secure framework. Flosum helps Salesforce leaders reduce operational and regulatory risk, strengthen oversight, and govern change with confidence—without slowing innovation. The result is faster, more secure releases, continuous compliance, and the assurance that Salesforce growth never outpaces control. **Average Rating:** 4.8/5.0 **Total Reviews:** 184 **How Do G2 Users Rate Flosum?** - **Deployment-Ready Staging:** 9.5/10 (Category avg: 8.9/10) - **Processes and Workflow:** 9.4/10 (Category avg: 8.8/10) - **Integration:** 9.4/10 (Category avg: 8.8/10) - **Ease of Use:** 9.6/10 (Category avg: 8.7/10) **Who Is the Company Behind Flosum?** - **Seller:** [Flosum](https://www.g2.com/sellers/flosum) - **Company Website:** https://www.flosum.com - **Year Founded:** 2013 - **HQ Location:** Silicon Valley, CA - **Twitter:** @FlosumALM (598 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4825175/ (92 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Salesforce Developer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 50% Small-Business, 27% Mid-Market #### What Are Flosum's Pros and Cons? **Pros:** - Deployment (4 reviews) - Ease of Use (4 reviews) - Automation (3 reviews) - Customer Support (3 reviews) - Deployment Ease (3 reviews) **Cons:** - Difficult Setup (2 reviews) - Learning Curve (2 reviews) - Limited Compatibility (2 reviews) - Not User-Friendly (2 reviews) - Poor Customer Support (2 reviews) ### What Do G2 Reviewers Say About Flosum? *AI-generated summary from verified user reviews* **Pros:** - Users commend Flosum for its **easy deployment process** , enhancing release management while reducing errors and complexity. - Users appreciate the **ease of use** of Flosum, simplifying Salesforce DevOps and enhancing productivity significantly. - Users value the **automation features** of Flosum, streamlining workflows and enhancing efficiency in release management. - Users value the **excellent customer support** from Flosum, noting its responsiveness and helpfulness in enhancing the experience. - Users appreciate the **deployment ease** of Flosum, highlighting its simplicity and seamless integration with Salesforce. **Cons:** - Users find the **difficult setup** of Flosum complex initially, but it becomes user-friendly after assistance. - Users experience a **slight learning curve** , making initial use and configuration somewhat complex before enjoying the platform's effectiveness. - Users notice the **limited compatibility** of Flosum with non-Salesforce tools, which restricts cross-platform deployment capabilities. - Users find Flosum to have a steep **learning curve** , making initial navigation difficult before it's mastered. - Users report **poor customer support** , with frustrations over complex setup and frequent reminders for additional purchases. #### What Are Recent G2 Reviews of Flosum? **"[Effortless Salesforce DevOps—Simple, Secure, and Fully Native](https://www.g2.com/survey_responses/flosum-review-11863707)"** **Rating:** 5.0/5.0 stars *— Swati A.* [Read full review](https://www.g2.com/survey_responses/flosum-review-11863707) --- **"[Complete Tool for DevOps and Backup in Salesforce](https://www.g2.com/survey_responses/flosum-review-11999893)"** **Rating:** 5.0/5.0 stars *— Matheus P.* [Read full review](https://www.g2.com/survey_responses/flosum-review-11999893) --- #### What Are G2 Users Discussing About Flosum? - [What is Flosum used for?](https://www.g2.com/discussions/what-is-flosum-used-for) - 1 comment - [Is Flosum a managed package?](https://www.g2.com/discussions/is-flosum-a-managed-package) - 1 comment, 1 upvote - [What is Flosum in Salesforce?](https://www.g2.com/discussions/what-is-flosum-in-salesforce) - [What is Flosum certification?](https://www.g2.com/discussions/what-is-flosum-certification) - [What is Flosum?](https://www.g2.com/discussions/what-is-flosum) ### 7. [Codefresh](https://www.g2.com/products/octopus-deploy-codefresh/reviews) Codefresh is the GitOps platform for reliably shipping changes fast, making it easy to promote software changes securely. With Codefresh GitOps Cloud, DevOps teams and developers can easily create promotion flows by connecting multiple existing Argo CD instances to a single control plane—no additional software needed. Plug into your existing Argo instances - Codefresh can plug into your existing Argo instances to make it easy to model continuous deployment across any number of namespaces, Argo instances, clusters, or applications. Streamlined deployments across environments - Set up automated promotion flows in a few clicks and govern how promotions happen by adding testing and environment policies. You get fast, reliable, and secure deployments, built-in GitOps best practices, and total control over your workflows even as you deploy across multiple Kubernetes clusters or Argo CD instances. Unified user interface - Codefresh provides unrivaled visibility into your GitOps workflows. It provides a unified Argo experience that correlates your build events, test suites, project management systems, deployments, and other key integrations into powerful dashboards. Centralized control plane - Manage all of your Argo runtimes across multiple clusters, regions, and networks from a single control plane. It provides detailed dashboards on maintenance, runtime performance, and much more while greatly simplifying the administrative work to maintain availability and security at scale. **Average Rating:** 4.6/5.0 **Total Reviews:** 66 **How Do G2 Users Rate Codefresh?** - **Deployment-Ready Staging:** 8.7/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.6/10 (Category avg: 8.8/10) - **Integration:** 8.8/10 (Category avg: 8.8/10) - **Ease of Use:** 9.2/10 (Category avg: 8.7/10) **Who Is the Company Behind Codefresh?** - **Seller:** [Octopus Deploy](https://www.g2.com/sellers/octopus-deploy) - **Year Founded:** 2012 - **HQ Location:** Brisbane, Australia - **Twitter:** @OctopusDeploy (5,816 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3565351/ (376 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Small-Business, 39% Mid-Market #### What Are Recent G2 Reviews of Codefresh? **"[Ready to use CI/CD with UI experience](https://www.g2.com/survey_responses/codefresh-review-8767024)"** **Rating:** 4.5/5.0 stars *— Verified User in Government Administration* [Read full review](https://www.g2.com/survey_responses/codefresh-review-8767024) --- **"[Codefreah as a CI/CD deployment tool](https://www.g2.com/survey_responses/codefresh-review-8858915)"** **Rating:** 4.0/5.0 stars *— Verified User in Leisure, Travel & Tourism* [Read full review](https://www.g2.com/survey_responses/codefresh-review-8858915) --- #### What Are G2 Users Discussing About Codefresh? - [What is CI DI pipeline?](https://www.g2.com/discussions/what-is-ci-di-pipeline) - [What is a CI CD tool?](https://www.g2.com/discussions/what-is-a-ci-cd-tool) - [Is Codefresh open source?](https://www.g2.com/discussions/is-codefresh-open-source) - 1 comment - [Is Codefresh free?](https://www.g2.com/discussions/is-codefresh-free) - 1 comment ### 8. [Upsun](https://www.g2.com/products/upsun/reviews) Test, innovate, and build without limits. Deploy without worry. Upsun is a unified multi-cloud application platform that helps engineering and IT teams build, deploy, and operate applications with standardized workflows across multiple clouds. It provides a managed platform that combines infrastructure automation, container orchestration, CI/CD build processes, observability, and security controls into a single, unified solution. Serving over 6,000 global customers, helping them standardize delivery, accelerate releases, and minimize infrastructure overhead, while giving developers and AI agents consistent, production-grade environments for iterative work across clouds. Test faster with production-perfect environment clones without touching production Analyze code to generate infrastructure configuration, expose infrastructure context through MCP servers to coding assistants, and provide production-grade environments where agents and humans can test changes against representative data. Teams can run RAG, CAG, and agent workflows alongside conventional services using existing Git processes. Every major cloud, every major language, one unified platform Upsun’s Multi-Cloud and Edge capabilities let platform teams choose the cloud provider and region that best fits each application, without changing how they build or operate it. A consistent platform layer handles provider-specific differences, helping teams meet performance, regulatory, and regional requirements without fragmenting workflows or maintaining custom infrastructure for each provider. Automate environments, infrastructure, and workflows through Git Upsun uses Git as the control plane for the application and environment lifecycle. Infrastructure configuration, environment creation, and operational workflows are defined and versioned alongside application code. This approach is built for leaders, developers, platform engineers, and DevOps teams who want repeatable automation, strong governance, and minimal manual intervention without introducing additional orchestration layers. Scale applications predictably without re-architecting Upsun lets teams adjust application capacity and performance characteristics without redesigning infrastructure or changing deployment workflows. Scaling is managed at the platform level, keeping applications responsive as demand changes. Upsun is designed for teams that need to handle growth, traffic spikes, and variable workloads while maintaining stability and control. Understand your full-stack behavior with built-in visibility Upsun provides built-in observability across infrastructure and applications, including metrics, Application Performance Monitoring (APM), and profiling. Engineers can understand how applications behave in real environments without deploying or maintaining separate monitoring infrastructure. Secure, compliant application environments by default Security and Compliance on Upsun are built into the platform, not added as optional layers. Applications inherit a hardened security posture and compliance-ready controls across all environments, from preview to production. This capability is designed for leadership, developer, platform engineering, and DevOps teams that need to meet strict security and regulatory requirements without slowing development or building custom controls. Start testing new features and running your AI agents in a secure, compliant production-perfect sandbox without touching production. Then, when you’re ready to ship, no need to shift to another platform. Upsun is your unified multi-cloud solution to help your teams test, innovate, and ship faster with peace of mind. **Average Rating:** 4.6/5.0 **Total Reviews:** 134 **How Do G2 Users Rate Upsun?** - **Deployment-Ready Staging:** 9.2/10 (Category avg: 8.9/10) - **Processes and Workflow:** 9.1/10 (Category avg: 8.8/10) - **Integration:** 9.0/10 (Category avg: 8.8/10) - **Ease of Use:** 8.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Upsun?** - **Seller:** [Upsun](https://www.g2.com/sellers/upsun) - **Company Website:** https://upsun.com/ - **Year Founded:** 2015 - **HQ Location:** Paris, lle-de-France - **Twitter:** @upsundotcom (5,030 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10304431/ (274 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 67% Small-Business, 23% Mid-Market #### What Are Upsun's Pros and Cons? **Pros:** - Customer Support (3 reviews) - Helpful (3 reviews) - Ease of Use (2 reviews) - 24/7 Support (1 reviews) - Backup Features (1 reviews) **Cons:** - Access Restrictions (1 reviews) - Complexity Issues (1 reviews) - Complex Setup (1 reviews) - Difficult Setup (1 reviews) - Domain Issues (1 reviews) ### What Do G2 Reviewers Say About Upsun? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **excellent customer support** of Upsun, which enhances their overall experience and satisfaction. - Users appreciate the **focus on innovation and accessibility** of Upsun, enhancing their overall experience and understanding. - Users appreciate the **ease of use** of Upsun, highlighting its reliability and excellent support for seamless experience. - Users commend the **24/7 support** of Upsun, appreciating the reliable assistance available at any time. - Users value the **auto backup features** of Upsun, ensuring smooth deployments and reliable data protection. **Cons:** - Users face **access restrictions** with Upsun, needing support for DKIM records and repetitive setups per environment. - Users face **complexity issues** with domain support and activity queues, requiring workarounds and support interaction. - Users face a **complex setup** for DKIM records in Upsun, requiring support for retrieval and separate records for each environment. - Users face a **difficult setup** with Upsun, requiring multiple requests and separate records for each environment. - Users face **domain issues** with CNAME support and activity queue dependencies, though support is helpful in resolving them. #### What Are Recent G2 Reviews of Upsun? **"[Excellent support](https://www.g2.com/survey_responses/upsun-review-10177614)"** **Rating:** 5.0/5.0 stars *— Paul W.* [Read full review](https://www.g2.com/survey_responses/upsun-review-10177614) --- **"[Ace fast hosting that's great for developers](https://www.g2.com/survey_responses/upsun-review-11408385)"** **Rating:** 4.5/5.0 stars *— James W.* [Read full review](https://www.g2.com/survey_responses/upsun-review-11408385) --- ### 9. [AutoRABIT](https://www.g2.com/products/autorabit/reviews) AutoRABIT is the only end-to-end DevSecOps platform built for Salesforce. Secure every stage of development with static code analysis, data protection, and CI/CD automation, delivering faster, safer, and higher-quality deployments. AutoRABIT ARM streamlines releases with precision and speed. Automate deployments, enforce security controls, and reduce production risks—all while accelerating development cycles. AutoRABIT CodeScan brings unmatched visibility into code health. Built to address Salesforce complexity, it enforces security and compliance standards from development to production, ensuring every release is audit-ready and secure. CodeScan is FedRAMP® Moderate-approved for government agencies. AutoRABIT Vault provides unlimited, automated backups with rapid recovery. Protect data integrity, meet compliance requirements, and minimize downtime with powerful comparison tools and sandbox seeding capabilities. AutoRABIT Guard delivers continuous security monitoring and policy enforcement. Detect vulnerabilities, automate compliance reporting, and lock down critical systems—so you stay ahead of risks without slowing down. Guard achieved a FedRAMP Moderate ATO. **Average Rating:** 4.3/5.0 **Total Reviews:** 187 **How Do G2 Users Rate AutoRABIT?** - **Deployment-Ready Staging:** 8.8/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.8/10 (Category avg: 8.8/10) - **Integration:** 8.8/10 (Category avg: 8.8/10) - **Ease of Use:** 8.5/10 (Category avg: 8.7/10) **Who Is the Company Behind AutoRABIT?** - **Seller:** [AutoRABIT](https://www.g2.com/sellers/autorabit) - **Company Website:** https://www.autorabit.com/ - **Year Founded:** 2015 - **HQ Location:** San Francisco, US - **Twitter:** @autorabit (1,245 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6592119/ (283 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Salesforce Developer, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Enterprise, 30% Mid-Market #### What Are AutoRABIT's Pros and Cons? **Pros:** - Deployment (9 reviews) - Ease of Use (8 reviews) - Automation (5 reviews) - Deployment Ease (5 reviews) - Reliability (5 reviews) **Cons:** - Learning Curve (4 reviews) - Not User-Friendly (4 reviews) - Complexity (3 reviews) - Difficult Configuration (3 reviews) - Difficult Setup (3 reviews) ### What Do G2 Reviewers Say About AutoRABIT? *AI-generated summary from verified user reviews* **Pros:** - Users find the **deployment process simple and easy** , making implementation with AutoRABIT hassle-free. - Users find AutoRABIT's **ease of use** remarkable, making deployment and implementation simple tasks for their teams. - Users value the **automation capabilities** of AutoRABIT, which enhance operational speed and improve overall quality. - Users find the **deployment process incredibly simple** , making implementation and user experience seamless with AutoRABIT. - Users value the **reliability** of AutoRABIT, noting its effectiveness in improving release planning and managing operations. **Cons:** - Users find the **learning curve steep** for CI/CD configuration, requiring specialist oversight for effective management. - Users find the **deleted components difficult to manage** , as they don't display correctly during deployments, causing frustration. - Users find the **CI/CD configuration complex** , requiring specialist oversight, which complicates operations and management. - Users find the **difficult configuration** of AutoRABIT complex to manage, often requiring specialized knowledge for effective operation. - Users find the **difficult setup** of AutoRABIT challenging, requiring specialists for effective CI/CD management and planning. #### What Are Recent G2 Reviews of AutoRABIT? **"[Helps streamline and control Salesforce releases effectively](https://www.g2.com/survey_responses/autorabit-review-12472900)"** **Rating:** 5.0/5.0 stars *— Nancy G.* [Read full review](https://www.g2.com/survey_responses/autorabit-review-12472900) --- **"[A Complete Solution for Faster and Safer Deployments.](https://www.g2.com/survey_responses/autorabit-review-12472156)"** **Rating:** 5.0/5.0 stars *— Sucharitha P.* [Read full review](https://www.g2.com/survey_responses/autorabit-review-12472156) --- ### 10. [Liquibase](https://www.g2.com/products/liquibase/reviews) Liquibase is a database change automation software that extends CI/CD pipelines to the database, removing the SDLC bottleneck of schema changes. Empowering database DevOps, Liquibase helps development teams version, deploy, and track database schema changes for their applications quickly and safely. Why Teams Love Liquibase Liquibase automates the database CI/CD pipeline to remove manual code reviews, mitigate security concerns, and improve speed and reliability. It also enables database observability, simplifying audits and powering insights for continuous improvement. Liquibase speeds up the development process. Teams that use Liquibase deploy 233% more often, breaking through the bottleneck of manual reviews to get features to customers faster. Liquibase eliminates database code errors. Teams that use Liquibase have 94% fewer errors since teams can fully test and roll back database changes before they get to production. Liquibase improves developer experience and collaboration. By treating database code like application code, Liquibase makes it easier for app developers to work with the database team leveraging the same tools that they’re already comfortable with. Liquibase provides the capability and partnership to tackle database DevOps with confidence. With support for 59+ databases (including noSQL) and more than 100 million downloads, Liquibase has the integrations and wisdom teams need to succeed. Liquibase is easier, faster, and safer. No one enjoys missing date night or a dance recital because the database deployment failed. Many teams rely on DBAs and database developers to fix issues and manually review code 24/7. Liquibase helps automate the tedious manual, error-prone processes so that the database team can focus on more important tasks. **Average Rating:** 4.5/5.0 **Total Reviews:** 28 **How Do G2 Users Rate Liquibase?** - **Deployment-Ready Staging:** 8.7/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.7/10 (Category avg: 8.8/10) - **Integration:** 8.7/10 (Category avg: 8.8/10) - **Ease of Use:** 8.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Liquibase?** - **Seller:** [Liquibase](https://www.g2.com/sellers/liquibase) - **Year Founded:** 2012 - **HQ Location:** Austin, US - **Twitter:** @liquibase (1,923 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/liquibase/ (70 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 40% Mid-Market, 30% Enterprise #### What Are Liquibase's Pros and Cons? **Pros:** - Automation (1 reviews) - Automation Efficiency (1 reviews) - Change Tracking (1 reviews) - Task Automation (1 reviews) **Cons:** - Complex Features (1 reviews) - Complexity (1 reviews) - Inefficiency (1 reviews) - Time-Consuming (1 reviews) ### What Do G2 Reviewers Say About Liquibase? *AI-generated summary from verified user reviews* **Pros:** - Users value the **automation of database changes** in Liquibase, streamlining rollbacks effortlessly and enhancing management efficiency. - Users appreciate the **automation efficiency** of Liquibase, making database management and rollbacks seamless and reliable. - Users value the **automated rollback feature** of Liquibase, simplifying database change management significantly. - Users value the **task automation** of Liquibase, as it efficiently manages database changes and rollbacks. **Cons:** - Users find the **complex features** of Liquibase tedious, particularly when handling interdependent scripts and changeset formats. - Users find the **complex format** for changesets and dependencies to be tedious and challenging to manage. - Users find the **inefficient changeset format** cumbersome and struggle with complex script dependencies in Liquibase. - Users find the **time-consuming setup** of Liquibase frustrating, especially with complex dependency management in scripts. #### What Are Recent G2 Reviews of Liquibase? **"[A good database change management tool](https://www.g2.com/survey_responses/liquibase-review-11704503)"** **Rating:** 4.0/5.0 stars *— Sanket O.* [Read full review](https://www.g2.com/survey_responses/liquibase-review-11704503) --- **"[Reliable Version-Controlled Schema Changes with Easy Rollbacks](https://www.g2.com/survey_responses/liquibase-review-12566952)"** **Rating:** 4.5/5.0 stars *— Chethan R.* [Read full review](https://www.g2.com/survey_responses/liquibase-review-12566952) --- #### What Are G2 Users Discussing About Liquibase? - [What is Liquibase used for?](https://www.g2.com/discussions/what-is-liquibase-used-for) ### 11. [Puppet Enterprise](https://www.g2.com/products/puppet-enterprise/reviews) Perforce Puppet is an enterprise platform for secure infrastructure automation and governance. Built for platform, DevOps, and security teams, it enables organizations to define and enforce desired state across infrastructure, automate remediation, and scale with confidence. With policy-driven automation and support for both agent-based and agentless workflows, Puppet reduces manual effort while supporting continuous compliance across complex environments. Puppet helps teams detect configuration drift, apply hardened configurations through automation, and remediate vulnerabilities faster across hybrid and multi-cloud infrastructure. Backed by enterprise support and SLAs, it delivers consistent, auditable control to reduce risk and maintain operational integrity at scale. **Average Rating:** 4.2/5.0 **Total Reviews:** 43 **How Do G2 Users Rate Puppet Enterprise?** - **Deployment-Ready Staging:** 8.3/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.3/10 (Category avg: 8.8/10) - **Integration:** 8.3/10 (Category avg: 8.8/10) - **Ease of Use:** 7.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Puppet Enterprise?** - **Seller:** [Perforce](https://www.g2.com/sellers/perforce) - **Year Founded:** 1995 - **HQ Location:** Minneapolis, MN - **Twitter:** @perforce (5,090 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/perforce/ (2,034 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 60% Enterprise, 35% Mid-Market #### What Are Recent G2 Reviews of Puppet Enterprise? **"[Puppet Service](https://www.g2.com/survey_responses/puppet-enterprise-review-7069667)"** **Rating:** 4.5/5.0 stars *— Shivani P.* [Read full review](https://www.g2.com/survey_responses/puppet-enterprise-review-7069667) --- **"[One of the most widely used Configuration Management tool](https://www.g2.com/survey_responses/puppet-enterprise-review-6695060)"** **Rating:** 4.0/5.0 stars *— Vikas G.* [Read full review](https://www.g2.com/survey_responses/puppet-enterprise-review-6695060) --- #### What Are G2 Users Discussing About Puppet Enterprise? - [What is Puppet Enterprise used for?](https://www.g2.com/discussions/what-is-puppet-enterprise-used-for) ### 12. [amazee.io](https://www.g2.com/products/amazee-io/reviews) amazee.io provides fully managed, open source application delivery and hosting for enterprises. We help teams reduce operational overhead, support modern development workflows, and avoid vendor lock-in. Our sibling company, amazee.ai, extends this foundation with privacy-first AI infrastructure and managed AI services designed to keep data under customer control and within the required region or jurisdiction. **Average Rating:** 4.9/5.0 **Total Reviews:** 40 **How Do G2 Users Rate amazee.io?** - **Deployment-Ready Staging:** 8.5/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.3/10 (Category avg: 8.8/10) - **Integration:** 9.3/10 (Category avg: 8.8/10) - **Ease of Use:** 8.5/10 (Category avg: 8.7/10) **Who Is the Company Behind amazee.io?** - **Seller:** [amazee.io](https://www.g2.com/sellers/amazee-io) - **Company Website:** https://amazee.io - **Year Founded:** 2016 - **HQ Location:** Zurich, CH - **Twitter:** @amazeeio (1,690 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazee.io/ (57 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 63% Small-Business, 33% Mid-Market #### What Are amazee.io's Pros and Cons? **Pros:** - Customer Support (1 reviews) - Helpful (1 reviews) ### What Do G2 Reviewers Say About amazee.io? *AI-generated summary from verified user reviews* **Pros:** - Users rave about the **incredible support** from amazee.io, enhancing their overall experience and satisfaction. - Users praise the **incredible support** and appreciate fitting their use case seamlessly with amazee.io. #### What Are Recent G2 Reviews of amazee.io? **"[How to scale your drupal platform!](https://www.g2.com/survey_responses/amazee-io-review-11449977)"** **Rating:** 4.0/5.0 stars *— Michael B.* [Read full review](https://www.g2.com/survey_responses/amazee-io-review-11449977) --- **"[Fantastic service and support: Overall a great hosting partner](https://www.g2.com/survey_responses/amazee-io-review-9714093)"** **Rating:** 5.0/5.0 stars *— Darren S.* [Read full review](https://www.g2.com/survey_responses/amazee-io-review-9714093) --- #### What Are G2 Users Discussing About amazee.io? - [What is amazee.io used for?](https://www.g2.com/discussions/what-is-amazee-io-used-for) - 1 comment ### 13. [Progress Chef](https://www.g2.com/products/progress-chef/reviews) The Progress Chef portfolio consists of multiple, integrated products. It offers a set of capabilities that provide organizations the flexibility to support different use cases. All these capabilities are based on a trusted set of tools rooted in open source, starting with the ability to configure, deploy and manage all aspects of a technology stack as well as the ability to secure and support compliance across the asset fleet. The Chef portfolio includes configuration/infrastructure management, application delivery (including edge support and device management as well as support for security and compliance), all of which are supported by a single pane of glass for fleet wide visibility and control. **Average Rating:** 4.3/5.0 **Total Reviews:** 113 **How Do G2 Users Rate Progress Chef?** - **Deployment-Ready Staging:** 8.7/10 (Category avg: 8.9/10) - **Processes and Workflow:** 8.5/10 (Category avg: 8.8/10) - **Integration:** 9.1/10 (Category avg: 8.8/10) - **Ease of Use:** 7.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Progress Chef?** - **Seller:** [Progress Software](https://www.g2.com/sellers/progress-software) - **Company Website:** https://www.progress.com/ - **Year Founded:** 1981 - **HQ Location:** Burlington, MA. - **Twitter:** @ProgressSW (48,773 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/progress-software/ (4,205 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 39% Enterprise, 39% Mid-Market #### What Are Recent G2 Reviews of Progress Chef? **"[Streamlined Kitchen Management with Progress Chef](https://www.g2.com/survey_responses/progress-chef-review-13095175)"** **Rating:** 4.5/5.0 stars *— Khayalethu Msizi N.* [Read full review](https://www.g2.com/survey_responses/progress-chef-review-13095175) --- **"[Effortless Task Management with Room for Speed Improvement](https://www.g2.com/survey_responses/progress-chef-review-13094898)"** **Rating:** 4.5/5.0 stars *— Snothando K.* [Read full review](https://www.g2.com/survey_responses/progress-chef-review-13094898) --- #### What Are G2 Users Discussing About Progress Chef? - [How has Progress Chef helped automate your infrastructure management, and what features do you rely on?](https://www.g2.com/discussions/how-has-progress-chef-helped-automate-your-infrastructure-management-and-what-features-do-you-rely-on) - [What is Progress Chef used for?](https://www.g2.com/discussions/what-is-progress-chef-used-for) ### 14. [meshIQ](https://www.g2.com/products/meshiq/reviews) meshIQ is the enterprise evolution platform purpose-built to transform how organizations manage and optimize their middleware—the digital nervous system of the enterprise. It provides unified visibility, control, and modernization of messaging, event streaming, and B2B transactional flows across all middleware vendors, all environments, and at enterprise scale. Acting as a real-time intelligence layer across your entire ecosystem, meshIQ connects, monitors, and analyzes every message, event, and business transaction with forensic-level insight, so you can run incredibly lean operations with confidence and control. By eliminating the expense, complexity, and manual nature of managing multiple middleware platforms, meshIQ helps enterprises dramatically cut OPEX, resolve incidents and disputes up to 70% faster, reduce manual reconciliation efforts, and accelerate service delivery. The platform also provides a safe, fast, and reliable path to modernize middleware and migrate to modern architectures such as Apache Kafka®, ActiveMQ®, and cloud-native environments—without disruption. And with built-in B2B Flow Intelligence, organizations can assure every business transaction to safeguard revenue, meet regulatory requirements, and protect customer trust and experiences. **Average Rating:** 4.6/5.0 **Total Reviews:** 99 **How Do G2 Users Rate meshIQ?** - **Deployment-Ready Staging:** 8.9/10 (Category avg: 8.9/10) - **Processes and Workflow:** 9.2/10 (Category avg: 8.8/10) - **Integration:** 9.2/10 (Category avg: 8.8/10) - **Ease of Use:** 8.6/10 (Category avg: 8.7/10) **Who Is the Company Behind meshIQ?** - **Seller:** [meshIQ](https://www.g2.com/sellers/meshiq) - **Company Website:** https://www.meshiq.com/ - **Year Founded:** 1994 - **HQ Location:** Plainview, NY - **LinkedIn® Page:** https://www.linkedin.com/company/nastel-technologies/ (62 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Banking, Information Technology and Services - **Company Size:** 43% Enterprise, 36% Mid-Market #### What Are meshIQ's Pros and Cons? **Pros:** - Ease of Use (33 reviews) - Real-time Monitoring (20 reviews) - User Interface (17 reviews) - Monitoring (15 reviews) - Useful (11 reviews) **Cons:** - Difficult Learning (14 reviews) - Learning Curve (14 reviews) - Complexity (11 reviews) - Difficult Configuration (10 reviews) - Learning Difficulty (10 reviews) ### What Do G2 Reviewers Say About meshIQ? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **ease of use** of meshIQ, appreciating its intuitive design and unified view across platforms. - Users value the **real-time monitoring** of meshIQ, facilitating quick issue detection and enhancing operational efficiency. - Users appreciate the **intuitive user interface** of meshIQ, enabling quick insights for both technical and management teams. - Users appreciate the **deep visibility** into middleware environments, making monitoring and troubleshooting significantly easier. - Users appreciate the **deep visibility into middleware environments** provided by meshIQ, simplifying monitoring and troubleshooting significantly. **Cons:** - Users find the **difficult learning** curve of meshIQ overwhelming, especially for advanced configurations and heavy datasets. - Users find the **learning curve steep** for MeshIQ, as the powerful features can be overwhelming initially. - Users find the **complexity of initial setup** and dense configurations challenging, hindering effective use of meshIQ. - Users find the **difficult configuration** of meshIQ time-consuming and challenging, especially for those unfamiliar with the system. - Users find the **learning difficulty** of meshIQ challenging, particularly during initial setup and advanced feature usage. #### What Are Recent G2 Reviews of meshIQ? **"[Nastel xRay with powerful ML](https://www.g2.com/survey_responses/meshiq-review-6834033)"** **Rating:** 5.0/5.0 stars *— Aniket T.* [Read full review](https://www.g2.com/survey_responses/meshiq-review-6834033) --- **"[Robust Message Tracking, Needs Better Observability](https://www.g2.com/survey_responses/meshiq-review-11712309)"** **Rating:** 4.0/5.0 stars *— kamalakar r.* [Read full review](https://www.g2.com/survey_responses/meshiq-review-11712309) --- ## 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.