Best Continuous Integration Software for Google Cloud Platform

GitHub stands as the leading platform for developers globally, renowned for its security, scalability, and community appreciation. By joining the ranks of millions of developers and businesses, you can contribute to the software that drives the world forward. Collaborate within the most inventive communities, all while utilizing our top-tier tools, support, and services. If you're overseeing various contributors, take advantage of our free GitHub Team for Open Source option. Additionally, GitHub Sponsors is available to assist in financing your projects. We're thrilled to announce the return of The Pack, where we’ve teamed up to provide students and educators with complimentary access to premier developer tools throughout the academic year and beyond. Furthermore, if you work for a recognized nonprofit, association, or a 501(c)(3), we offer a discounted Organization account to support your mission. With these offerings, GitHub continues to empower diverse users in their software development journeys.

GitLab is a complete DevOps platform. GitLab gives you a complete CI/CD toolchain right out of the box. One interface. One conversation. One permission model. GitLab is a complete DevOps platform, delivered in one application. It fundamentally changes the way Security, Development, and Ops teams collaborate. GitLab reduces development time and costs, reduces application vulnerabilities, and speeds up software delivery. It also increases developer productivity. Source code management allows for collaboration, sharing, and coordination across the entire software development team. To accelerate software delivery, track and merge branches, audit changes, and enable concurrent work. Code can be reviewed, discussed, shared knowledge, and identified defects among distributed teams through asynchronous review. Automate, track, and report code reviews.

MuleSoft's Anypoint Platform serves as a comprehensive hybrid integration solution tailored for service-oriented architecture (SOA), software as a service (SaaS), and application programming interfaces (APIs). This platform provides developers with an extensive suite of tools that facilitate the design, construction, and management of the full lifecycle of APIs, applications, and products. At its foundation, Anypoint Platform utilizes open technologies, with Mule functioning as its primary runtime engine, ensuring flexibility and scalability for integration needs. Furthermore, the platform fosters collaboration among teams, allowing for more efficient development processes.

We are the sole provider in the industry capable of autonomously tuning applications at scale, whether for an individual app or throughout the entire service delivery framework. Opsani optimizes your application independently, ensuring that your cloud solution operates more efficiently and effectively without added effort on your part. Utilizing advanced AI and Machine Learning technologies, Opsani COaaS enhances cloud workload performance by perpetually reconfiguring and adjusting with every code update, load profile modification, and infrastructure enhancement. This process is seamless, allowing integration with a singular application or throughout your service delivery ecosystem while scaling autonomously across thousands of services. With Opsani, you can address all three of these challenges independently and without compromise. By employing Opsani's AI-driven algorithms, you can achieve cost reductions of up to 71%. The optimization process carried out by Opsani involves continually assessing trillions of configuration combinations to identify the most effective resource allocations and parameter settings for your needs. As a result, users can expect not just efficiency, but also a significant boost in overall application performance.

Giskard provides interfaces to AI & Business teams for evaluating and testing ML models using automated tests and collaborative feedback. Giskard accelerates teamwork to validate ML model validation and gives you peace-of-mind to eliminate biases, drift, or regression before deploying ML models into production.

For those utilizing GitHub Actions in their CI/CD processes and concerned about the security of their pipelines, the StepSecurity platform offers a robust solution. It allows for the implementation of network egress controls and enhances the security of CI/CD infrastructures specifically for GitHub Actions runners. By identifying potential CI/CD risks and detecting misconfigurations in GitHub Actions, users can safeguard their workflows. Additionally, the platform enables the standardization of CI/CD pipeline as code files through automated pull requests, streamlining the process. StepSecurity also provides runtime security measures to mitigate threats such as the SolarWinds and Codecov attacks by effectively blocking egress traffic using an allowlist approach. Users receive immediate, contextual insights into network and file events for all workflow executions, enabling better monitoring and response. The capability to control network egress traffic is refined through granular job-level and default cluster-wide policies, enhancing overall security. It is important to note that many GitHub Actions may lack proper maintenance, posing significant risks. While enterprises often opt to fork these Actions, the ongoing upkeep can be costly. By delegating the responsibilities of reviewing, forking, and maintaining these Actions to StepSecurity, businesses can achieve considerable reductions in risk while also saving valuable time and resources. This partnership not only enhances security but also allows teams to focus on innovation rather than on managing outdated tools.

Powerful Continuous Integration right out of the box You can define up to 100 job-based build configurations and run unlimited builds. You can run up to three builds simultaneously. If necessary, add additional agents. All TeamCity features can be used to their full potential. This product has the same features as our largest customers. You can get peer support via the forum or file a bug report or feature request and vote in our public issue tracker. Unlimited users, unlimited build times. There are no strings attached. You can run automated tests on the server before you commit your changes. This keeps your code base clean. You don't have to wait for a build finish to find out if something is wrong. To inherit parent settings and permissions, create a project tree. You can create templates with common settings to inherit multiple build configurations.

A completely serverless platform, Cloud Build dynamically adjusts its capacity to match the load, eliminating the need for pre-provisioning servers or making advance payments for extra capacity, allowing users to pay solely for what they consume. Enterprises benefit from the ability to incorporate custom build steps and pre-built extensions for third-party applications, seamlessly integrating legacy or custom tools into their build processes. To enhance security within the software supply chain, it offers vulnerability scanning and can automatically prevent the deployment of compromised images according to policies established by DevSecOps teams. The service's ability to scale up and down means that there is no infrastructure to manage, upgrade, or expand. Additionally, builds can be executed in a fully managed environment across various platforms, including Google Cloud, on-premises, other public clouds, or private networks. Users can also create portable images directly from the source without needing a Dockerfile, thanks to buildpacks. Support for Tekton pipelines running on Kubernetes further provides scalability and self-healing advantages inherent to Kubernetes, while maintaining flexibility and avoiding vendor lock-in. As a result, organizations can focus on their development processes without the burden of managing underlying infrastructure.

CTO.ai serves as an automation platform that features a versatile CI/CD runtime along with Instant Staging URLs, which collectively enhance your development speed over time. The platform simplifies the process for developers to launch their applications, freeing them from the burdens of complex infrastructure demands. With the ability to create staging environments instantly, teams can effectively test modifications using a private URL or a custom domain, allowing clients to perform their User Acceptance Testing (UAT) seamlessly. Furthermore, the platform automates the continuous delivery of updates to these environments, enabling you to deploy production services to your own cloud when the time is right. Additionally, the integration of pipelines with GitHub allows for effortless triggering of actions based on events such as git pushes or through manual releases initiated via ChatOps commands, streamlining the development workflow. This comprehensive approach not only saves time but also ensures a more efficient deployment process.

Each module can be used independently or together to create a powerful unified pipeline that spans CI, CD and Feature Flags. Every Harness module is powered by AI/ML. {Our algorithms verify deployments, identify test optimization opportunities, make cloud cost optimization recommendations, restore state on rollback, assist with complex deployment patterns, detect cloud cost anomalies, and trigger a bunch of other activities.|Our algorithms are responsible for verifying deployments, identifying test optimization opportunities, making cloud cost optimization recommendations and restoring state on rollback. They also assist with complex deployment patterns, detecting cloud cost anomalies, as well as triggering a variety of other activities.} It is not fun to sit and stare at dashboards and logs after a deployment. Let us do all the boring work. {Harness analyzes the logs, metrics, and traces from your observability solution and automatically determines the health of every deployment.|Harness analyzes logs, metrics, traces, and other data from your observability system and determines the health and condition of each deployment.} {When a bad deployment is detected, Harness can automatically rollback to the last good version.|Ha

Red Hat® Ansible® Automation Platform serves as a cohesive framework for implementing strategic automation effectively. It integrates essential security measures, robust features, diverse integrations, and the necessary flexibility to enhance automation across various sectors, streamline crucial workflows, and refine IT operations, thereby facilitating successful enterprise AI integration. Transitioning towards fully realized automation is an ongoing process, necessitating a shift from manual Day 2 tasks and isolated solutions to a holistic, interconnected automation system, which demands a deliberate strategic effort that influences both your present and future business outcomes. Utilizing the Red Hat Ansible Automation Platform enables organizations to enhance operational efficiency, bolster security, and tackle escalating IT challenges such as skill shortages and technology proliferation. This platform empowers you to achieve the following: Ensure consistent and dependable automation across multiple domains and scenarios, thereby fostering reliability. Leverage the existing technology and resources to their fullest potential, optimizing investment. Establish a solid groundwork for future AI endeavors, setting the stage for innovation and growth.

Gravity Cloud is an Internal Developer Platform which enables engineering teams run and manage cloud on a large scale. The IDP is a feature-rich IDP that provides complete control and visibility over Kubernetes and Databases. It also supports RBAC, CI/CD, CI/CD, and many other features. Gravity provides complete visibility of costs for any cloud-based action. IDP is a key part of the lifecycle of an engineering team. It increases productivity and reduces the total cost of ownership for non-core development work. Gravity's IDP is designed to maximize your software lifecycles.

Delphix is the industry leader for DataOps. It provides an intelligent data platform that accelerates digital change for leading companies around world. The Delphix DataOps Platform supports many systems, including mainframes, Oracle databases, ERP apps, and Kubernetes container. Delphix supports a wide range of data operations that enable modern CI/CD workflows. It also automates data compliance with privacy regulations such as GDPR, CCPA and the New York Privacy Act. Delphix also helps companies to sync data between private and public clouds, accelerating cloud migrations and customer experience transformations, as well as the adoption of disruptive AI technologies.

Data integration for hybrid clouds Modern, reliable data integration across both your private cloud and public cloud. All this in real-time, with change data capture and streams. Striim was developed by the executive and technical team at GoldenGate Software. They have decades of experience in mission critical enterprise workloads. Striim can be deployed in your environment as a distributed platform or in the cloud. Your team can easily adjust the scaleability of Striim. Striim is fully secured with HIPAA compliance and GDPR compliance. Built from the ground up to support modern enterprise workloads, whether they are hosted in the cloud or on-premise. Drag and drop to create data flows among your sources and targets. Real-time SQL queries allow you to process, enrich, and analyze streaming data.

Ozone platform allows enterprises to quickly and securely ship modern applications. Ozone eliminates the need to manage too many DevOps tools, making it easy to deploy applications on Kubernetes. Integrate all your existing DevOps tools to automate your application delivery process. Automated pipeline workflows make deployments faster and allow for on-demand infrastructure management. Enforce compliance policies and governance for app deployments at scale to prevent business losses. One pane of glass, where engineering, DevOps, and security teams can collaborate on app releases in realtime.

The Kubermatic Kubernetes Platform (KKP) facilitates digital transformation for enterprises by streamlining their cloud operations regardless of location. With KKP, operations and DevOps teams can easily oversee virtual machines and containerized workloads across diverse environments, including hybrid-cloud, multi-cloud, and edge, all through a user-friendly self-service portal designed for both developers and operations. As an open-source solution, KKP allows for the automation of thousands of Kubernetes clusters across various settings, ensuring unmatched density and resilience. It enables organizations to establish and run a multi-cloud self-service Kubernetes platform with minimal time to market, significantly enhancing efficiency. Developers and operations teams are empowered to deploy clusters in under three minutes on any infrastructure, which fosters rapid innovation. Workloads can be centrally managed from a single dashboard, providing a seamless experience whether in the cloud, on-premises, or at the edge. Furthermore, KKP supports the scalability of your cloud-native stack while maintaining enterprise-level governance, ensuring compliance and security throughout the infrastructure. This capability is essential for organizations aiming to maintain control and agility in today's fast-paced digital landscape.

Select the tools that best suit your needs, and we will handle everything else. Create an ideal CI/CD stack tailored to your organization's objectives without the worry of vendor lock-in. By eliminating the need for manual scripts and complex toolchain automation, your engineers can concentrate on your main business activities. Our pipeline workflows utilize a declarative approach, allowing you to prioritize essential tasks over the methods used to achieve them, covering aspects such as software builds, security assessments, unit testing, and deployment processes. With the help of Blueprints, you can troubleshoot any issues directly within Opsera, thanks to a detailed console output for each step of your pipeline's execution. Gain a holistic view of your CI/CD journey with extensive software delivery analytics, tracking metrics like Lead Time, Change Failure Rate, Deployment Frequency, and Time to Restore. Additionally, benefit from contextualized logs that facilitate quicker resolutions while enhancing auditing and compliance measures, ensuring that your operations remain efficient and transparent. This streamlined approach not only promotes better productivity but also empowers teams to innovate more freely.

Introducing a comprehensive security solution designed to safeguard the integrity of your software at every phase of the DevOps CI/CD pipeline. With this solution, you can monitor all events and actions within your software supply chain with exceptional transparency, enabling quicker decision-making with actionable insights. Enhance your security measures by implementing best practices consistently across the software delivery lifecycle, benefitting from real-time alerts and automated remediation processes. Maintain the integrity of your source code through automated validity checks for each release, ensuring that the code you commit is exactly what gets deployed. Furthermore, Argon provides ongoing monitoring of your DevOps infrastructure, effectively detecting security vulnerabilities, code leaks, misconfigurations, and unusual activities, while also delivering valuable insights regarding the security posture of your CI/CD pipeline. By utilizing this solution, you not only protect your software but also streamline your development processes for greater efficiency and reliability.

OES boasts high availability and scalability, making it suitable for managing growing deployment workloads, while also being adaptable enough to work seamlessly with various SDLC tool chains. It provides a user-friendly interface for defining custom stages that allow for simultaneous deployments across multiple targets, significantly reducing time spent on deployment. Actions such as rolling back, moving forward, or halting all parallel deployments can be performed effortlessly with just a click. Additionally, the platform enables automation of repetitive tasks within the SDLC process by allowing the creation of numerous child pipelines that can be triggered from a parent pipeline. With its modular design and API-based architecture, OES functions effectively as a central Continuous Delivery (CD) tool for numerous enterprises. This flexibility allows developers on different teams to easily connect external services with Spinnaker for streamlined deployment orchestration, enhancing overall productivity and collaboration. As a result, OES stands out as a powerful solution for optimizing deployment processes across various environments.

Spinnaker is an open-source platform designed for multi-cloud continuous delivery, enabling rapid and confident software deployment. Initially developed by Netflix, it has proven its reliability in production environments across numerous teams and millions of deployments. The platform boasts a robust pipeline management system along with seamless integrations with major cloud service providers. Users can deploy applications across a variety of cloud infrastructures such as AWS EC2, Kubernetes, Google Compute Engine, Google Kubernetes Engine, Google App Engine, Microsoft Azure, Openstack, Cloud Foundry, and Oracle Cloud Infrastructure, with support for DC/OS on the horizon. It allows for the creation of deployment pipelines that can conduct integration and system testing, manage server groups dynamically, and provide monitoring for rollout processes. Pipelines can be triggered through various events, including git actions, Jenkins, Travis CI, Docker, CRON jobs, or even other Spinnaker pipelines. Furthermore, Spinnaker enables the creation and deployment of immutable images, which can lead to quicker rollouts and simpler rollbacks, while also addressing issues related to configuration drift that are often difficult to troubleshoot. Overall, Spinnaker empowers teams to streamline their software delivery processes and embrace a more agile and efficient deployment strategy.