Best Continuous Integration Tools

How Many Continuous Integration Tools Products Does G2 Track?

Total Products under this Category: 170

Category Stats (Nov 2026)

  • Average Rating: 4.4/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: BMC AMI Data (+1.07%) - Among all products in this category, BMC AMI Data recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Continuous Integration Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,500+ Authentic Reviews
  • 170+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Continuous Integration Tools

G2 Grid® for Continuous Integration Tools plotting products by satisfaction and market presence

Highlighted products: GitHub, GitLab, Gearset DevOps, BMC AMI DevX, JFrog, Pantheon, Azure DevOps Server, and Copado DevOps.

Underlying data: [Grid® JSON](https://www.g2.com/categories/continuous-integration/grids.json?focus%5B%5D=github&focus%5B%5D=gitlab&focus%5B%5D=gearset-devops&focus%5B%5D=bmc-ami-devx&focus%5B%5D=jfrog-2024-03-28&focus%5B%5D=pantheon&focus%5B%5D=azure-devops-server&focus%5B%5D=copado-devops)

GitHub

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share, and contribute software. Developers at startups to Fortune 50 companies use GitHub, every step of the way.

Average Rating: 4.7/5.0

Total Reviews: 2,367

How Do G2 Users Rate GitHub?

  • Third-Party Integrations: 9.3/10 (Category avg: 8.8/10)
  • Ease of Use: 8.7/10 (Category avg: 8.7/10)
  • Test Customization: 8.6/10 (Category avg: 8.6/10)
  • Automation: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind GitHub?

  • Seller: GitHub
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    6,653 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Small, 31% Medium

What Do G2 Reviewers Say About GitHub?

AI-generated summary from verified user reviews

Pros
  • Users love the user-friendly interface of GitHub, enjoying seamless collaboration and efficient project management.
  • Users value the ease of use of GitHub, praising its intuitive interface and seamless collaboration features.
  • Users value the efficient team collaboration GitHub offers, streamlining workflows and enhancing project management.
  • Users value the smooth collaboration on GitHub, appreciating its all-in-one platform for managing projects and code.
  • Users appreciate how GitHub offers integrated version control, enhancing collaboration and workflow efficiency in development projects.
Cons
  • Users find the complexity of GitHub's features challenging, especially for new team members adapting to advanced workflows.
  • Users find the steep learning curve challenging, especially for advanced features and managing complex repositories.
  • Users find the difficulty for beginners in mastering advanced features and git commands to be quite challenging.
  • Users find the learning difficulty challenging, especially with advanced features and complex workflows for newcomers.
  • Users find the steep learning curve for advanced features challenging, especially for beginners navigating Git commands and workflows.

What Are Recent G2 Reviews of GitHub?

What Are G2 Users Discussing About GitHub?

GitLab

GitLab is the most comprehensive AI-Powered DevSecOps platform that enables software innovation by empowering development, security, and operations teams to build better software, faster. With GitLab, teams can create, deliver, and manage code quickly and continuously instead of managing disparate tools and scripts. GitLab helps your teams across the complete DevSecOps lifecycle, from developing, securing, and deploying software. What makes us truly different? - Flexibility: Consume as a service or manage your own deployment - Cloud-Agnostic: Deploy anywhere with no vendor lock-in - No rip and replace: Scale to a platform approach at your own pace

Average Rating: 4.5/5.0

Total Reviews: 888

How Do G2 Users Rate GitLab?

  • Third-Party Integrations: 9.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.7/10 (Category avg: 8.7/10)
  • Test Customization: 8.4/10 (Category avg: 8.6/10)
  • Automation: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind GitLab?

  • Seller: GitLab Inc.
  • Year Founded: 2014
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    3,431 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 37% Medium, 37% Small

What Do G2 Reviewers Say About GitLab?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in GitLab, appreciating its intuitive interface and straightforward setup for seamless collaboration.
  • Users appreciate the powerful all-in-one functionalities of GitLab that enhance collaboration and streamline development workflows.
  • Users value GitLab's integrated CI/CD feature, enhancing collaboration and streamlining code management seamlessly.
  • Users value the integrated CI/CD in GitLab, enhancing workflow efficiency and collaboration seamlessly.
  • Users value the seamless integration of GitLab with security tools, enhancing workflow efficiency and convenience.
Cons
  • Users find the complexity of the interface challenging, especially with large projects and advanced features being tiered.
  • Users find the difficult learning curve challenging, particularly when adapting to GitLab's complex features and structure.
  • Users often find the confusing interface of GitLab challenging, especially when navigating its extensive features and settings.
  • Users find the complex user interface challenging, especially with large projects, affecting performance and usability.
  • Users find the learning curve steep when adapting to GitLab's many features and unique group structures.

What Are Recent G2 Reviews of GitLab?

What Are G2 Users Discussing About GitLab?

Gearset DevOps

Gearset is the global leader in Salesforce DevOps. It’s a DevOps platform that helps organizations manage, automate, and govern the full Salesforce development lifecycle, from planning and deployment to testing, data management, and compliance. The platform is designed for Salesforce teams that need reliable, scalable DevOps processes across complex org environments. Gearset is used by mid-market and enterprise organizations across regulated and non-regulated industries, including healthcare, financial services, insurance, and technology. Typical users include Salesforce administrators, developers, DevOps engineers, release managers, and platform owners responsible for maintaining deployment quality, security, and operational consistency. The platform supports a wide range of Salesforce use cases, including metadata and CPQ deployments, CI/CD automation, code review workflows, sandbox seeding, test automation, and monitoring. As well as deployment automation, Gearset includes tools for Salesforce data protection and long-term data management, such as automated backups, data restore, and archiving. Observability and Org Intelligence features provide insight into org health, deployment risk, and system changes over time. Gearset also includes governance and compliance capabilities designed for enterprise environments. These features help teams maintain audit readiness and enforce access controls while supporting compliance frameworks such as SOX, ISO, HIPAA, and GDPR. The platform is delivered as a managed service and integrates with Salesforce environments without requiring complex local infrastructure. Key features and capabilities include: - Salesforce metadata, CPQ, and data deployments with CI/CD automation and version control integration - Code review, test automation, and release validation to support quality and consistency - Automated Salesforce backups, restore, and data archiving for data protection and retention - Sandbox seeding, observability, and Org Intelligence to support environment management and visibility - Governance features including audit trails, role-based access controls, and compliance support Gearset is a Salesforce Partner and has supported Salesforce teams globally since 2015. The platform is used by organizations managing multiple orgs (across regions), frequent releases, and complex compliance requirements, helping teams reduce deployment risk, improve operational visibility, and maintain control over Salesforce change management processes.

Average Rating: 4.7/5.0

Total Reviews: 311

How Do G2 Users Rate Gearset DevOps?

  • Third-Party Integrations: 8.2/10 (Category avg: 8.8/10)
  • Ease of Use: 9.1/10 (Category avg: 8.7/10)
  • Test Customization: 7.8/10 (Category avg: 8.6/10)
  • Automation: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind Gearset DevOps?

  • Seller: Gearset
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Cambridge, Cambridgeshire
  • LinkedIn® Page: www.linkedin.com
    369 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Salesforce Developer, Salesforce Administrator
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 36% Medium, 33% Small

What Do G2 Reviewers Say About Gearset DevOps?

AI-generated summary from verified user reviews

Pros
  • Users find Gearset DevOps to be easy to use, enhancing their workflow and streamlining the development process.
  • Users value the seamless deployment process of Gearset DevOps, enhancing efficiency and integration with other tools.
  • Users find Gearset an easy deployment tool that streamlines release processes and enhances collaboration during development.
  • Users highlight the excellent customer support from Gearset, making setup and issue resolution smooth and reliable.
  • Users appreciate the deployment ease of Gearset DevOps, simplifying release processes and improving overall efficiency.
Cons
  • Users report deployment issues with missing translations and difficulties in diagnosing errors, complicating the deployment process.
  • Users find the complexity of managing connections and setting up CI/CD pipelines with Gearset challenging and time-consuming.
  • Users are frustrated with the lack of community support and difficulties in deleting records through Gearset.
  • Users find Gearset DevOps to be quite expensive, posing challenges for larger teams seeking budget approvals.
  • Users express concerns over missing features in Gearset, particularly regarding dependency tracking and translation deployments.

What Are Recent G2 Reviews of Gearset DevOps?

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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.

Average Rating: 4.2/5.0

Total Reviews: 175

How Do G2 Users Rate JFrog?

  • Third-Party Integrations: 8.0/10 (Category avg: 8.8/10)
  • Ease of Use: 8.1/10 (Category avg: 8.7/10)
  • Test Customization: 7.7/10 (Category avg: 8.6/10)
  • Automation: 7.6/10 (Category avg: 8.9/10)

Who Is the Company Behind JFrog?

  • Seller: JFrog Ltd
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Sunnyvale, CA
  • LinkedIn® Page: www.linkedin.com
    2,527 employees on LinkedIn®
  • Ownership: NASDAQ: FROG

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Large, 31% Medium

What Do G2 Reviewers Say About JFrog?

AI-generated summary from verified user reviews

Pros
  • Users highlight the centralized platform of JFrog, facilitating efficient management of artifacts and secure sharing across environments.
  • Users value the centralized repository management in JFrog, making artifact storage and sharing seamless and efficient.
  • Users appreciate the ease of deployment with JFrog, seamlessly integrating CI/CD and security into a single platform.
  • Users value the seamless integrations of JFrog with various CI/CD tools, enhancing their workflow and automation.
  • Users appreciate the easy integrations of JFrog with CI/CD tools, enhancing their DevOps workflows seamlessly.
Cons
  • Users find JFrog's complexity in workflows challenging, especially for newcomers navigating its powerful features.
  • Users note the expensive cost compared to similar products, making it a less attractive option for some.
  • Users find the steep learning curve of JFrog challenging, requiring significant time and training to navigate effectively.
  • Users find difficult learning curves with JFrog, often requiring extensive training to navigate its complex functionalities.
  • Users find the learning difficulty of JFrog frustrating, requiring significant time and training to master its features.

What Are Recent G2 Reviews of JFrog?

What Are G2 Users Discussing About JFrog?

BMC AMI DevX

BMC AMI DevX is a mainframe DevOps platform for IBM Z environments that helps development and platform engineering teams increase release velocity, reduce change risk, and build a sustainable mainframe developer workforce. Whether the priority is attracting the next generation of mainframe talent, safely evolving decades of business-critical code, accelerating release velocity, or demonstrating development ROI to leadership — BMC AMI DevX is designed to address all on a single platform. Teams can connect existing tools and adopt capabilities incrementally using an open-borders integration approach. A 2025 Forrester Total Economic Impact study found that customers using BMC AMI DevX onboarded developers 50% faster, completed code changes 33% faster, increased release frequency by 50%, and reduced change failure rate by 33%. Key capabilities: - Modern IDE integration (VS Code, Eclipse) with a unified development environment that reduces context switching - AI-powered code analysis including dependency mapping, impact analysis, and runtime execution path visualization - Automated unit, functional, integration, and performance testing with code coverage analysis - Git-compatible CI/CD integration with event-driven webhooks and an open plug-in library - DORA metrics and DevOps KPI tracking with AI/ML anomaly detection across the mainframe SDLC

Average Rating: 4.3/5.0

Total Reviews: 95

How Do G2 Users Rate BMC AMI DevX?

  • Third-Party Integrations: 7.5/10 (Category avg: 8.8/10)
  • Ease of Use: 8.4/10 (Category avg: 8.7/10)
  • Test Customization: 10.0/10 (Category avg: 8.6/10)
  • Automation: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind BMC AMI DevX?

  • Seller: BMC Software
  • Company Website:
  • Year Founded: 1980
  • HQ Location: Houston, TX
  • LinkedIn® Page: www.linkedin.com
    8,646 employees on LinkedIn®
  • Phone: 713 918 8800

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Large, 28% Medium

What Do G2 Reviewers Say About BMC AMI DevX?

AI-generated summary from verified user reviews

Pros
  • Users find BMC AMI DevX to be easy to use, facilitating seamless implementation and efficient performance monitoring.
  • Users value the industry benchmarking feature of BMC AMI DevX, enhancing performance comparisons and executive reporting.
  • Users value the effective bug detection capabilities of BMC AMI DevX, enhancing modernization and operational performance insights.
  • Users value the excellent customer support provided by BMC AMI DevX, enhancing their overall experience.
  • Users praise the smooth integration of Machine Learning in BMC AMI DevX, enhancing DevOps KPIs effectively.
Cons
  • Users face complexity and limitations in customization that hinder their ability to tailor the BMC AMI DevX to their needs.
  • Users find limited customization challenging, making it difficult to tailor dashboards to their specific organizational needs.
  • Users experience compatibility issues with BMC AMI DevX when integrating non-BMC tools, hindering effective activity monitoring.
  • Users struggle with the complex setup of BMC AMI DevX due to limited customization and a steep learning curve.
  • Users face configuration issues due to limited customization and a steep learning curve for tailored setups.

What Are Recent G2 Reviews of BMC AMI DevX?

What Are G2 Users Discussing About BMC AMI DevX?

Pantheon

Pantheon is the website operations (WebOps) platform top developers, marketers, and IT use to build, launch and run their Drupal, WordPress and NextJS websites. Pantheon includes all of the tools professional developers need to build mission-critical sites—like staging environments, version control, backups and workflow. Powering 700,000+ sites with over 17 billion page views, Pantheon’s container-based infrastructure allows you to launch websites faster, without worrying about traffic spikes, security, or performance. It’s free in development. You can scale in software on the same infrastructure from day one, and never touch a server again. Create your free account now!

Average Rating: 4.4/5.0

Total Reviews: 589

How Do G2 Users Rate Pantheon?

  • Third-Party Integrations: 8.8/10 (Category avg: 8.8/10)
  • Ease of Use: 8.8/10 (Category avg: 8.7/10)
  • Test Customization: 8.8/10 (Category avg: 8.6/10)
  • Automation: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Pantheon?

  • Seller: Pantheon
  • Company Website:
  • Year Founded: 2010
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    443 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Web Developer, Senior Web Developer
  • Top Industries: Marketing and Advertising, Information Technology and Services
  • Company Size: 65% Small, 26% Medium

What Do G2 Reviewers Say About Pantheon?

AI-generated summary from verified user reviews

Pros
  • Users highlight the fantastic customer support and quick responses from Pantheon, enhancing their overall experience.
  • Users value the ease of use of Pantheon, enjoying streamlined management and efficient site updates.
  • Users find the quick and useful support of Pantheon invaluable for managing their workflows effectively.
  • Users value the reliable uptime and speed of Pantheon, enhancing their overall hosting experience significantly.
  • Users value the easy setup of Pantheon, enhancing their workflow with seamless environment management and strong support.
Cons
  • Users find Pantheon expensive, but many believe the value justifies the cost after the free plan.
  • Users find the high pricing of Pantheon challenging, especially for smaller projects beyond the free plan.
  • Users find the learning curve steep, especially for those lacking technical expertise or experience with container-based systems.
  • Users often face bug issues with Pantheon, leading to frustrating experiences during development and deployment processes.
  • Users experience dashboard issues including clunky design, limited log visualization, and insufficient documentation.

What Are Recent G2 Reviews of Pantheon?

Azure DevOps Server

Azure DevOps Server, formerly known as Team Foundation Server (TFS), is a comprehensive on-premises solution developed by Microsoft for managing the entire application lifecycle. It integrates version control, project management, build automation, testing, and release management into a unified platform, facilitating collaboration among development teams. Designed to support both agile and waterfall methodologies, Azure DevOps Server enables organizations to plan, develop, test, and deliver software efficiently within their own infrastructure. Key Features and Functionality: - Version Control: Offers robust source code management through Team Foundation Version Control (TFVC) and Git, allowing teams to choose between centralized or distributed version control systems. - Project Management: Provides agile planning tools, including configurable Kanban boards and backlogs, to plan, track, and discuss work across teams. - Build Automation: Enables continuous integration and continuous delivery (CI/CD) pipelines to build, test, and deploy applications across various platforms and environments. - Testing: Includes manual and exploratory testing tools to ensure code quality and support the entire testing lifecycle. - Release Management: Facilitates controlled and automated deployment of applications to different environments, ensuring consistent and reliable releases. - Extensibility: Supports integration with various development environments, including Microsoft Visual Studio and Eclipse, and offers APIs for custom extensions. Primary Value and User Benefits: Azure DevOps Server addresses the challenges of managing complex software development projects by providing a centralized platform that enhances collaboration, streamlines workflows, and improves code quality. By integrating various development tools and processes, it reduces the overhead associated with managing multiple disparate systems. Organizations benefit from increased transparency, better project tracking, and faster delivery times, all while maintaining control over their data within their own infrastructure. This makes Azure DevOps Server particularly valuable for enterprises with strict compliance requirements or those operating in environments where cloud-based solutions are not feasible.

Average Rating: 4.2/5.0

Total Reviews: 196

How Do G2 Users Rate Azure DevOps Server?

  • Third-Party Integrations: 8.9/10 (Category avg: 8.8/10)
  • Ease of Use: 8.0/10 (Category avg: 8.7/10)
  • Test Customization: 8.5/10 (Category avg: 8.6/10)
  • Automation: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind Azure DevOps Server?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT
  • Phone: +1 (877) 276-2464

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 40% Large, 40% Medium

What Do G2 Reviewers Say About Azure DevOps Server?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the seamless automation in Azure DevOps Server, enhancing collaboration and streamlining the entire development lifecycle.
  • Users value the seamless collaboration facilitated by Azure DevOps Server, streamlining the entire software development lifecycle effectively.
  • Users appreciate the convenience of Azure DevOps Server, effectively managing the entire SDLC without juggling multiple tools.
  • Users commend the quick and effective customer support of Azure DevOps Server, providing timely solutions for issues encountered.
  • Users appreciate the seamless deployment integration of Azure DevOps Server, optimizing their development process under one roof.
Cons
  • Users find the complex setup of Azure DevOps Server challenging, requiring extra effort for proper configuration and permissions management.
  • Users find the complexity in setting up advanced pipelines and managing permissions to be a significant challenge.
  • Users find the complexity of setting up advanced pipelines and managing permissions to be challenging and time-consuming.
  • Users find complex management challenging, especially when configuring advanced pipelines and permissions in Azure DevOps Server.
  • Users find Azure DevOps Server's difficult configuration challenging, especially with advanced pipelines and managing permissions.

What Are Recent G2 Reviews of Azure DevOps Server?

What Are G2 Users Discussing About Azure DevOps Server?

Copado DevOps

Copado empowers every Salesforce development team to plan, build, test and deliver applications with speed and confidence by unifying CI/CD pipelines and automated testing on one platform — all powered by integrated AI. Across the globe, 1,400+ customers and 90,000+ Copado Community members leverage our complete and extensible DevOps solution to scale Salesforce, maximize business value and accelerate their careers.

Average Rating: 4.4/5.0

Total Reviews: 307

How Do G2 Users Rate Copado DevOps?

  • Third-Party Integrations: 8.9/10 (Category avg: 8.8/10)
  • Ease of Use: 8.6/10 (Category avg: 8.7/10)
  • Test Customization: 8.6/10 (Category avg: 8.6/10)
  • Automation: 9.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Copado DevOps?

  • Seller: Copado Solutions
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Chicago, IL
  • LinkedIn® Page: www.linkedin.com
    668 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Salesforce Developer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 53% Large, 28% Medium

What Do G2 Reviewers Say About Copado DevOps?

AI-generated summary from verified user reviews

Pros
  • Users value the user story-driven deployment model of Copado DevOps, enhancing traceability and reducing manual deployment errors.
  • Users appreciate the ease of use of Copado DevOps, enabling quick learning and seamless integration with existing systems.
  • Users appreciate the easy deployment of Copado DevOps, facilitating quick adaptation and seamless integration with existing systems.
  • Users commend the automation features of Copado DevOps, enhancing deployment efficiency and reducing manual errors significantly.
  • Users value the integrated Git-based version control of Copado DevOps, enhancing deployment accuracy and governance.
Cons
  • Users find the learning curve steep for Copado DevOps, especially for those new to DevOps concepts.
  • Users find the complexity of configuration and merge conflicts a significant barrier, especially for newcomers to DevOps.
  • Users report performance issues with Copado DevOps, particularly concerning latency and slow UI during large deployments.
  • Users find the difficult setup of Copado DevOps challenging, particularly when initiating pipelines and configurations.
  • Users find the complex setup and steep learning curve challenging, making initial adoption difficult for teams.

What Are Recent G2 Reviews of Copado DevOps?

What Are G2 Users Discussing About Copado DevOps?

ACCELQ

ACCELQ is an agentic AI codeless testing platform for web, mobile, API, desktop, and packaged applications, including SAP, Salesforce, Oracle, Workday, MS Dynamics, nCino, Coupa, and ServiceNow. Autopilot, its coordinated system of AI agents, discovers the application, generates the tests, executes them, analyzes failures, heals the suite, and reruns it, all without a person directing each step. That is a categorical difference from AI-assisted tools, which still need someone to design the test flow and apply the fix by hand. Automation logic itself is plain English. If you can describe the test in a sentence, you can build it. No engineer required. Self-healing locators and Anchor Elements keep tests running when the application changes underneath them, so maintenance effort decreases as the platform learns the application over time. ACCELQ is a Leader in the Forrester Wave Q4 2025 for Autonomous Testing Platforms, with the highest Current Offering score and the only Customer Favorite recognition in that evaluation. It holds a 4.8 out of 5 rating on G2 and won the AI Breakthrough Award in 2025. Teams report 7.5x faster automation development, 72% lower test maintenance effort, and 53% cost reduction versus scripted tools.

Average Rating: 4.8/5.0

Total Reviews: 114

How Do G2 Users Rate ACCELQ?

  • Third-Party Integrations: 9.6/10 (Category avg: 8.8/10)
  • Ease of Use: 9.5/10 (Category avg: 8.7/10)
  • Test Customization: 9.6/10 (Category avg: 8.6/10)
  • Automation: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind ACCELQ?

  • Seller: ACCELQ
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Dallas, US
  • LinkedIn® Page: www.linkedin.com
    233 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 40% Medium, 35% Large

What Do G2 Reviewers Say About ACCELQ?

AI-generated summary from verified user reviews

Pros
  • Users value ACCELQ for its user-friendly and codeless automation, significantly streamlining the testing process and enhancing collaboration.
  • Users value ACCELQ for its user-friendly, codeless automation that simplifies and accelerates the testing process effectively.
  • Users value the codeless automation of ACCELQ, streamlining testing and empowering both technical and non-technical team members.
  • Users value the time-saving automation of ACCELQ, accelerating test creation and enhancing efficiency in Agile workflows.
  • Users appreciate the user-friendly automation of ACCELQ, which simplifies and accelerates the testing process significantly.
Cons
  • Users find the steep learning curve of ACCELQ challenging, especially with complex features and initial setup guidance.
  • Users face integration issues with ACCELQ, including limited options and complex configurations that hinder flexibility.
  • Users express concerns over poor reporting, lacking detailed analytics and flexibility for effective test management.
  • Users find the difficult learning curve of ACCELQ challenging, especially with advanced features and initial setup.
  • Users find the insufficient information on ACCELQ's features hinders effective use and understanding of the product.

What Are Recent G2 Reviews of ACCELQ?

What Are G2 Users Discussing About ACCELQ?

Harness Platform

Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time.

Average Rating: 4.6/5.0

Total Reviews: 330

How Do G2 Users Rate Harness Platform?

  • Third-Party Integrations: 8.6/10 (Category avg: 8.8/10)
  • Ease of Use: 8.8/10 (Category avg: 8.7/10)
  • Test Customization: 8.3/10 (Category avg: 8.6/10)
  • Automation: 9.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Harness Platform?

  • Seller: Harness
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco
  • LinkedIn® Page: www.linkedin.com
    1,832 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Financial Services
  • Company Size: 41% Large, 40% Medium

What Do G2 Reviewers Say About Harness Platform?

AI-generated summary from verified user reviews

Pros
  • Users find Harness Platform to be easy to use, significantly streamlining deployment management and integrations.
  • Users value the comprehensive features of Harness Platform, facilitating efficient workflows across various DevOps processes.
  • Users value the ease of deploying and testing features with Harness Platform, enhancing workflow and control over experiments.
  • Users appreciate the easy setup of Harness Platform, enabling quick integrations and streamlined workflows for efficient deployment.
  • Users value the easy integrations of the Harness Platform, enhancing their efficiency and adaptability in CI/CD workflows.
Cons
  • Users notice that some essential features are missing from Harness Platform, affecting overall functionality and support.
  • Users find the features immature and desire greater control over data granularity in the Harness Platform.
  • Users find that some features are underdeveloped and essential options are missing, affecting overall satisfaction with Harness Platform.
  • Users find the steep learning curve challenging, especially when adjusting to the platform's numerous features and settings.
  • Users express frustration with the poor UI of Harness Platform, citing clutter and slow navigation as major issues.

What Are Recent G2 Reviews of Harness Platform?

What Are G2 Users Discussing About Harness Platform?

AWS CodePipeline

AWS CodePipeline is a continuous integration and continuous delivery (CI/CD) service that automates the build, test, and deployment phases of your release process. By modeling your software release workflow, CodePipeline enables rapid and reliable application and infrastructure updates. It integrates seamlessly with various AWS services and third-party tools, allowing you to create a streamlined and efficient pipeline tailored to your development needs. Key Features and Functionality: - Workflow Modeling: Define your release process with a series of stages (e.g., build, test, deploy) and actions, providing a clear visualization and management of your pipeline. - Parallel Execution: Increase workflow speed by configuring build, test, and deployment actions to run concurrently. - AWS Integrations: Connect with services like AWS CodeCommit, AWS CodeBuild, AWS CodeDeploy, and AWS Lambda to automate various stages of your release process. - Third-Party Tool Integration: Easily incorporate external tools such as GitHub, Jenkins, and others into your pipeline for source control, build, test, or deployment actions. - Custom Plugins: Integrate your own systems by registering custom actions, allowing for a tailored pipeline that meets specific requirements. - Declarative Templates: Define your pipeline structure using JSON documents, facilitating easy updates and creation of new pipelines. - Access Control: Manage permissions and control over your release workflow using AWS Identity and Access Management (IAM). - Notifications: Set up Amazon Simple Notification Service (SNS) notifications for events impacting your pipelines, keeping your team informed of status changes. Primary Value and User Solutions: AWS CodePipeline addresses the need for efficient and reliable software release processes by automating the steps involved in building, testing, and deploying applications. This automation reduces manual intervention, minimizes errors, and accelerates the delivery of new features and updates. By integrating with a wide range of AWS services and third-party tools, CodePipeline offers a flexible and scalable solution that adapts to various development workflows. Ultimately, it empowers development teams to focus on innovation and quality, ensuring that applications are delivered to users swiftly and with confidence.

Average Rating: 4.3/5.0

Total Reviews: 62

How Do G2 Users Rate AWS CodePipeline?

  • Third-Party Integrations: 8.9/10 (Category avg: 8.8/10)
  • Ease of Use: 7.9/10 (Category avg: 8.7/10)
  • Test Customization: 7.9/10 (Category avg: 8.6/10)
  • Automation: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind AWS CodePipeline?

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 36% Large, 36% Small

What Do G2 Reviewers Say About AWS CodePipeline?

AI-generated summary from verified user reviews

Pros
  • Users value the easy integrations of AWS CodePipeline with various AWS services and popular code repositories.
  • Users value the easy integration with various AWS services, enhancing their development and deployment processes seamlessly.
  • Users value the easy integration with the AWS ecosystem, enhancing development and deployment workflows within AWS CodePipeline.
  • Users value the seamless integration with numerous AWS services, simplifying the setup of deployment pipelines.
  • Users appreciate the comprehensive suite of tools in AWS CodePipeline that streamline the entire DevOps lifecycle.
Cons
  • Users find the complexity issues of AWS CodePipeline overwhelming, complicating simple CI/CD setups and troubleshooting.
  • Users face API limitations that hinder tracking progress and accessing execution data effectively.
  • Users find the complexity of AWS CodePipeline challenging, especially with troubleshooting and cloud dependency issues.
  • Users find the complex setup of cross-account pipelines cumbersome, making the process lengthy and challenging.
  • Users face delay issues when configuring cross-account pipelines, making the setup process cumbersome and time-consuming.

What Are Recent G2 Reviews of AWS CodePipeline?

What Are G2 Users Discussing About AWS CodePipeline?

Bitrise Mobile DevOps Platform

Bitrise serves mobile application developers navigating the ever-changing landscape of app development, testing, and app store release. Transcending the boundaries of traditional CI/CD platforms, Bitrise accelerates release cycles without compromising app quality. Bitrise boosts developer experience with its fully managed, mobile-first DevOps solutions, supercharged by a CI-agnostic remote build caching platform. Customer include chart-toppers like Reddit, Grindr, Equinox, GoDaddy, Careem, Buffer, Sixt and many more.

Average Rating: 4.8/5.0

Total Reviews: 236

How Do G2 Users Rate Bitrise Mobile DevOps Platform?

  • Third-Party Integrations: 9.4/10 (Category avg: 8.8/10)
  • Ease of Use: 9.1/10 (Category avg: 8.7/10)
  • Test Customization: 8.8/10 (Category avg: 8.6/10)
  • Automation: 9.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Bitrise Mobile DevOps Platform?

Who Uses This Product?

  • Who Uses This: Software Engineer, iOS Developer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Small, 33% Medium

What Do G2 Reviewers Say About Bitrise Mobile DevOps Platform?

AI-generated summary from verified user reviews

Pros
  • Users find Bitrise Mobile DevOps Platform to be easy to use and navigate, making it accessible for all teams.
  • Users find the setup process easy, enabling smooth navigation and efficient pipeline management for mobile CI/CD.
  • Users find the setup process very easy with Bitrise, enhancing their mobile DevOps experience effortlessly.
  • Users appreciate the seamless deployment process with Bitrise, ensuring efficient and straightforward integration for mobile projects.
  • Users praise the top-notch customer support of Bitrise, always providing quick and helpful responses to inquiries.
Cons
  • Users feel the pricing can be expensive, especially for small companies or sole developers seeking clarity.
  • Users find the pricing issues challenging, especially for small companies and solo developers, creating potential barriers.
  • Users find the pricing confusing and expensive, particularly affecting small companies or individual developers' budgets.
  • Users note a significant learning curve without prior CI/CD experience, though abundant documentation helps manage it.
  • Users often face software bugs that complicate tasks like logging in and setting up builds, affecting usability.

What Are Recent G2 Reviews of Bitrise Mobile DevOps Platform?

What Are G2 Users Discussing About Bitrise Mobile DevOps Platform?

Jenkins

The leading open source automation server, Jenkins provides hundreds of plugins to support building, deploying and automating any project.

Average Rating: 4.4/5.0

Total Reviews: 562

How Do G2 Users Rate Jenkins?

  • Third-Party Integrations: 9.3/10 (Category avg: 8.8/10)
  • Ease of Use: 8.0/10 (Category avg: 8.7/10)
  • Test Customization: 8.9/10 (Category avg: 8.6/10)
  • Automation: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Jenkins?

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 41% Large, 37% Medium

What Do G2 Reviewers Say About Jenkins?

AI-generated summary from verified user reviews

Pros
  • Users find Jenkins to be very easy to learn and use, enhancing their productivity in CI/CD workflows.
  • Users value the seamless integration capabilities of Jenkins, enhancing their CI/CD workflows significantly.
  • Users value the extensive plugin options in Jenkins, enhancing customization and flexibility for their projects.
  • Users value the extensive plugin support in Jenkins, enhancing flexibility and integration for their projects.
  • Users love the automation capabilities of Jenkins, facilitating a flexible and efficient CI/CD pipeline integration.
Cons
  • Users face plugin issues that lead to confusion, high maintenance, and dependency risks in Jenkins.
  • Users find the confusing interface of Jenkins challenging, particularly when managing plugins and navigating job configurations.
  • Users find the difficult setup of Jenkins challenging, particularly for newcomers and complex pipeline management.
  • Users find the outdated interface of Jenkins cumbersome, complicating setup and management compared to modern alternatives.
  • Users find Jenkins' complexity in setup and management a significant hurdle, impacting usability and efficiency.

What Are Recent G2 Reviews of Jenkins?

What Are G2 Users Discussing About Jenkins?

Control-M

Control-M from BMC Software is a digital operations orchestration platform designed to help organizations connect applications, data pipelines, and infrastructure processes within a unified ecosystem. This solution is specifically tailored to manage complex hybrid environments, providing a robust framework for designing, automating, and governing workflows that span both on-premises and cloud technologies. By simplifying the management of operational dependencies, Control-M enables IT and business teams to maintain resilience, compliance, and efficiency at scale. The platform is particularly beneficial for organizations that require continuous operations, as it fosters collaboration among development, data, and operations teams through a shared environment. This collaborative approach enhances transparency and significantly reduces manual effort, allowing teams to focus on strategic initiatives rather than routine tasks. Control-M's orchestration capabilities facilitate the coordination of workloads across traditional systems, modern cloud applications, and emerging data technologies, ensuring that all components work seamlessly together. Centralized visibility and control empower teams to identify potential disruptions early, thereby ensuring smooth end-to-end process execution. Control-M incorporates predictive analytics and event-driven automation, which are essential for anticipating performance issues and adapting to changing business or system conditions. This proactive stance allows operations teams to maintain service levels and accelerate incident resolution without the burden of constant manual oversight. Furthermore, the platform's integration with DevOps and DataOps workflows ensures that automation efforts align with organizational goals, thereby supporting both innovation and governance. Industries such as finance, healthcare, manufacturing, and telecommunications widely utilize Control-M, where reliability, compliance, and operational continuity are paramount. By connecting people, systems, and data, Control-M transforms fragmented operational environments into cohesive, data-driven systems of execution. With BMC’s extensive expertise in intelligent automation, Control-M empowers enterprises to reduce complexity, enhance agility, and continuously deliver business value in an ever-evolving digital landscape. The platform stands out by providing a comprehensive solution that not only addresses current operational challenges but also prepares organizations for future demands.

Average Rating: 4.3/5.0

Total Reviews: 216

How Do G2 Users Rate Control-M?

  • Third-Party Integrations: 8.3/10 (Category avg: 8.8/10)
  • Ease of Use: 8.5/10 (Category avg: 8.7/10)
  • Test Customization: 6.7/10 (Category avg: 8.6/10)
  • Automation: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Control-M?

  • Seller: BMC Software
  • Company Website:
  • Year Founded: 1980
  • HQ Location: Houston, TX
  • LinkedIn® Page: www.linkedin.com
    8,646 employees on LinkedIn®
  • Phone: 713 918 8800

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 21% Small

What Do G2 Reviewers Say About Control-M?

AI-generated summary from verified user reviews

Pros
  • Users find Control-M's ease of use invaluable for managing workflows across diverse environments with streamlined monitoring.
  • Users value the automation capabilities of Control-M, appreciating its seamless job scheduling and centralized monitoring features.
  • Users highly value the centralized workload management of Control-M, facilitating seamless integration and smooth operations across environments.
  • Users value the time-saving capabilities of Control-M, streamlining complex workflows and enhancing operational efficiency.
  • Users value the centralized workload management of Control-M, enhancing efficiency across diverse environments and systems.
Cons
  • Users find the complexity of Control-M challenging, particularly during initial setup and for new users learning the system.
  • Users find the learning curve steep, making initial setup and usability challenging for new users.
  • Users find the user interface complex and outdated, making navigation difficult for new teams and users.
  • Users find the difficult learning curve of Control-M challenging, especially due to complex setup and confusing UI.
  • Users consistently highlight the high costs of Control-M, which can be a significant barrier for smaller organizations.

What Are Recent G2 Reviews of Control-M?

What Are G2 Users Discussing About Control-M?

CircleCI

CircleCI is the worlds largest shared continuous integration and continuous delivery (CI/CD) platform, and the central hub where code moves from idea to delivery. As one of the most-used DevOps tools that processes more than 1 million builds a day, CircleCI has unique access to data on how engineering teams work, and how their code runs. Companies like Spotify, Coinbase, Stitch Fix, and BuzzFeed use us to improve engineering team productivity, release better products, and get to market faster.

Average Rating: 4.4/5.0

Total Reviews: 500

How Do G2 Users Rate CircleCI?

  • Third-Party Integrations: 8.7/10 (Category avg: 8.8/10)
  • Ease of Use: 8.5/10 (Category avg: 8.7/10)
  • Test Customization: 8.2/10 (Category avg: 8.6/10)
  • Automation: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind CircleCI?

  • Seller: CircleCI
  • Year Founded: 2011
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    354 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 45% Small, 43% Medium

What Do G2 Reviewers Say About CircleCI?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the easy integrations of CircleCI, praising the simple setup and smooth functionality across apps.
  • Users praise the easy and seamless integrations in CircleCI, enhancing usability and efficiency in development workflows.
  • Users value the seamless collaboration enabled by CircleCI's integration with GitHub and GitLab, enhancing team efficiency.
  • Users praise CircleCI for its ease of use, making setup and integration straightforward and efficient.
  • Users value the automation features of CircleCI for their speed and flexibility in streamlining workflows.
Cons
  • Users find the complex configuration of CircleCI challenging, especially for beginners navigating its features.
  • Users find the difficult configuration challenging, especially for beginners navigating CI/CD and advanced features.
  • Users find CircleCI expensive due to unclear pricing and potential costs from unoptimized compilations.
  • Users find the learning curve steep for beginners, making initial setup and advanced features challenging to navigate.
  • Users note the complex configuration of CircleCI, making it challenging for beginners to navigate effectively.

What Are Recent G2 Reviews of CircleCI?

What Are G2 Users Discussing About CircleCI?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated April 10, 2026

Learn More About Continuous Integration Tools

What are Continuous Integration Tools?

Continuous integration, at its core, refers to the development practice of writing and integrating code from multiple developers into one shared repository that forms the current software build. In a collaborative DevOps environment, this means that different developers can work on and test different parts of the repository simultaneously. Each completed code branch is then automatically verified against the current repository build via tests before integrating to avoid conflicting code. Continuous integration software allows developers to build, package, and test their software continuously. Companies can make immediate codebase changes automatically and ensure applications are working properly before deployment or release. Continuous integration also lets developers detect software errors early on in the production process and enables quality assurance teams to identify weaknesses in a piece of software’s code. This reduces the risk of bugs and vulnerabilities in new programs. Software developers evaluating the best continuous integration software with GitHub and GitLab integration typically prioritize native pipeline triggers, build speed, and runner concurrency. Based on G2 reviews, DevOps engineers evaluate continuous integration tools by comparing GitHub and GitLab integration, build speed, and pipeline reliability.

Continuous integration is either the step before continuous delivery or part of the continuous delivery umbrella. Continuous delivery is a practice closely related to general DevOps approaches, but it is significantly more specific and outlined. Developers aim to create software that is redeployable during its lifecycle. It involves having team members continuously viewing, testing, trading feedback on, and releasing software changes. 

Continuous integration and DevOps helps companies automate updates and improve the time it takes to deliver their product. They can also identify and remedy issues more quickly and frequently. In all, the implementation of CI/CD (continuous integration and continuous delivery) increases development speed, improves product feedback, and allows developers to spend more time perfecting tools and adding functionality, rather than building new apps or features from scratch.

Continuous integration tools provide developers with real-time insights on software deployment. These tools automate many aspects of the continuous integration process and produce valuable metrics on issues within the source code of a program that indicates a deeper problem, code complexity, and code dependency.

What are the Common Features of Continuous Integration Tools?

The following are some core features within Continuous Integration Tools:

Orchestration: Orchestration capabilities allow users to create workflows and schedule jobs to automate aspects of the continuous integration process. This feature grants development teams complete control over their continuous integration processes while automating many of the tasks themselves. For example, teams can set automatic testing to occur at regular intervals or in response to certain event triggers. This orchestration allows teams the flexibility to carry out an efficient continuous integration workflow that works best for them. 

Test automation: Continuous integration tools allow users to automate tests as part of the integration process. Developers define tests, then determine when those tests should automatically occur based on cadence or certain conditions being met. This helps users quickly identify issues and revert or update applications. Many automated tests alert developers to potential problems before they integrate code, meaning they can focus on the resolution before causing issues for the rest of the team.

Development teams using continuous integration tools can set the parameters for their automated tests to ensure that such tests are an effective means of quality control. When unforeseen issues slip by, administrators can adjust test parameters accordingly to cover future instances. While test automation might not fully eliminate the need for the occasional manual test, it serves as a robust feature that relieves developers of time-consuming work. 

Bug tracking and debugging: Bug tracking and debugging features help users identify the source of issues as they arise. While test automation automatically conducts tests to alert users when issues arise, bug tracking and debugging tools help developers to document progress on known issues and take steps to remediate them. Many continuous integration tools feature issue tagging, allowing team leads to assign out tasks related to each issue. Teams can also prioritize bugs based on urgency and leave documentation and comments for easy collaboration.

Beyond bug and issue tracking, continuous integration tools often offer automated debugging features. In some cases, these features include automated remediation suggestions that can be carried out with the click of a button. At their most basic, debugging features give developers a way to hone in on issues by offering likely causes, granting granular insight into each issue, and giving users an environment in which they can test isolated changes in pursuit of solving the error.

Analytics: Continuous integration tools’ analytics capabilities help measure various performance and uptime metrics. By comparing these outcomes against desired benchmarks, users can visualize the effects of updates and adjust their processes accordingly. Continuous integration tools automatically report key metrics via auto-generated documentation and visual dashboards. In many cases, these metrics can be adjusted based on the specific use cases of the development team using the software.

These constant, real-time insights into software development changes and their impact on projects at large give developers access to vital information almost instantaneously. This allows teams to act on relevant data to best serve the development process without the need to halt production. 

Access control: Access control features allow administrators to set user access privileges to permit approved parties to access sensitive data. Because of the fast-paced nature of software development using continuous integration tools, it is important to keep permissions organized to protect data. Access control helps prevent unauthorized changes or updates and inadvertent development catastrophes that can be caused by human error.

Automation: Perhaps continuous integration tools’ most important feature, automation, can be found throughout most of its other features. The natural aim of continuous integration and continuous delivery processes is to enact a constant and rapid software development style, and automation is key in reaching that goal. Rather than interrupt development time with frequent manual tests, users can set up custom test parameters that are then executed automatically, allowing developers to maximize productivity. Myriad tasks such as performance analytics, issue tracking, task prioritization, and more are handled via automated systems within the continuous integration tool. Each of these automated tasks represents work that development teams no longer need to spend time and energy on, which allows them to focus on a streamlined software development process instead. Continuous integration tools’ ability to automate repetitive, mundane tasks makes rapid software development and deployment possible, enabling companies to maintain competitive release schedules.

Feedback management: Testing and delivering feedback is essential to CI/CD development. Feedback management allows team leads and developers to make suggestions on others’ work while also providing a means to collaboratively make each software change the best it can be. Feedback tools help developers ask questions, gauge the impact of changes, and receive first-hand user testimony. While test automation and issue tracking handle software development issues that must be addressed for software to work properly, feedback management is a valuable tool when approaching more qualitative improvements.

Other Features of Continuous Integration Tools: Containers, Databases, Desktop, Mobile, Salesforce, Test customization, Web

What are the Benefits of Continuous Integration Tools?

Continuous delivery: Continuous delivery is only achievable when companies can also achieve continuous integration. This process delivers stable software to a nonproduction environment so developers can ascertain whether the software is releasable. Continuous delivery enables developers to distribute applications more easily, as software builds can be released within seconds of final approval and reach the end user at any time during the production lifecycle. These programs also allow developers to test software in a quicker time frame, enabling more updates to be made to applications.

Continuous delivery goes one step further than continuous integration systems, which are primarily used to build and test software. This software facilitates processes throughout the deployment pipeline, from initial code analysis to the application’s release. Developers use this software to examine and monitor updates in real time and test the functionality of their applications.

Agility: Continuous integration is a component of the pipeline that is often included within the build stage of the continuous delivery process. As code is committed and builds occur, bit by bit, code is integrated into the software’s codebase.

Developers check out code from the repository like they would a book from the library. A continuous integration server monitors the repository as the developer makes changes and tests for successful integrations. Once builds are fully integrated into the source code repository, new features are deployable with the push of a button. The result is an agile, streamlined process by which software development can occur as efficiently as possible.

Who Uses Continuous Integration Tools?

Anyone involved in DevOps processes or developing software using continuous delivery workflows may use continuous integration software. While their titles may vary, the users of continuous integration software will almost always be software developers and engineers.

Based on G2 reviews, small teams searching for alternatives to Jenkins typically cite plugin maintenance overhead, runner upkeep, and an outdated UI as the biggest reasons to switch, especially without dedicated DevOps headcount. Reviewers describe Jenkins upgrades as fragile, with plugin conflicts and self-hosted infrastructure consuming engineering time that smaller teams cannot spare. Hosted continuous integration platforms get cited for native GitHub and GitLab integration, YAML-based pipeline configuration that lives in the repo, and shorter time-to-first-pipeline.

Software Related to Continuous Integration Tools

Related solutions that can be used together with Continuous Integration Tools include:

Configuration management software: Configuration management software tracks changes to applications and their infrastructure to ensure that configurations are in a known and trusted state, and configuration details don’t rely on tribal knowledge of the development team. Configuration management software is an accurate historical record of the system state, which is helpful for project management, auditing, and debugging. Configuration management software increases efficiency, stability, and visibility into changes that occur in an application, and also streamlines a company’s change control process.

Continuous delivery software: Continuous delivery, as a process, aims to help developers generate deployment-ready code as quickly and efficiently as possible. By facilitating short development cycles with automation, workflows, and more, continuous delivery solutions enable developers to build and execute delivery pipelines to stage software and updates. Some continuous delivery solutions allow for continuous deployment, which automatically pushes deployment-ready code to production. Otherwise, deployment is manual.

DevOps platforms: DevOps platforms give teams the tools and automation capabilities necessary to perform and manage continuous delivery. DevOps platforms handle CI and CD to automate various development tasks and define a successful delivery pipeline. Teams use DevOps platforms to ensure their continuous delivery efforts are well defined, properly automated, and manageable within a single framework to efficiently carry out agile DevOps work environments. Many continuous integration tools exist as part of a larger DevOps platform. 

Version control systems: Version control systems, also known as revision control or source control systems, are used to track changes to software development projects and allow team members to change and collaborate on the same files. Version control systems allow developers to work simultaneously on code and isolate their work through what are known as branches. Branches keep code changes protected from the changes in other branches, but they can be merged if and when the developer is ready. Version control systems often form the backbone of many continuous integration tools, though continuous integration tools go further to help teams enact agile software testing and delivery practices.

Challenges with Continuous Integration Tools

Development tool integration: Continuous development goes hand in hand with continuous integration. Continuous integration software is typically compatible with either specific building tools, development environments, or programming languages, though in most cases they support multiple of each. Commits will usually need to be built often and quickly, so a company’s preference in development tools can narrow the search for a continuous integration tool. Some products may be specific to Windows builders, while others are often aligned with Java builders. But many are compatible with myriad building tools.

Preferred development environment: Integrated development environments (IDE) provide a wide range of editing, compiling, and building tools. Buyers looking for a continuous integration product often hope to spend less time merging code and more time developing. Users who have a preferred IDE may be inclined to choose a continuous integration product that integrates with that IDE, but some continuous integration products are not able to integrate with an IDE. Such products often sync with version control systems, data hosting servers, or PaaS products.

How to Buy Continuous Integration Tools

Using G2, a company ready to start the selection process for a continuous integration tool can compare verified peer reviews and ratings based on a few important criteria.

Features: The automation features offered by different continuous integration tools can vary, so organizations should narrow their search based on the features most important to them. For example, if consistent testing has been a pain point, it will be beneficial for an organization to seek out vendors that offer solutions with highly praised test automation capabilities. Authentic G2 reviews made by peers from similar companies can shed light on these factors. A prioritized list of the business’ most desired features enables the software selection team to move forward with a clear idea of what to look for.

Integration with current tools: One of the most important aspects to consider when searching for a continuous integration solution is its integration, or lack thereof, with a company’s current development tools. Companies should weigh this consideration carefully, as one of the main purposes of continuous integration software is to streamline the development process. When these tools don’t integrate smoothly with the current repertoire of software, development becomes clunky and the potential value add is greatly diminished. Software selection teams should have a comprehensive understanding of the tools their organization is already using, and whether their continuous integration solution of choice will mesh.

Based on G2 reviews, native GitHub and GitLab integration is the most-cited evaluation criterion for continuous integration tools, with reviewers calling out webhook-driven pipeline triggers and pull/merge request status checks as the workflow features that drive daily adoption. Pipeline reliability and build speed come up repeatedly, especially around parallel testing and concurrent test runners on distributed agents that keep build queues short as test suites grow. Buyers running production-critical workflows often extend the pipeline with adjacent integrations like load testing software CI/CD integration and service virtualization for parallel testing of dependent services.