Best Continuous Delivery Software for Google Cloud Platform

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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.

Chef transforms infrastructure into code. Chef automates how you build, deploy and manage your infrastructure. Your infrastructure can be as easily modified, tested, and repeated as application code. Chef Infrastructure Management automates infrastructure management automation to ensure configurations are consistently applied in all environments. Chef Compliance makes it easy for the enterprise to enforce and maintain compliance. Chef App Delivery enables you to deliver consistent, high-quality application results at scale. Chef Desktop allows IT teams automate the deployment, management and ongoing compliance for IT resources.

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.

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.

Fully serverless platform Cloud Build scales up or down according to load. There is no need to pre-provision servers and pay in advance for additional capacity. Only pay for what you use. Flexibility Enterprises can easily integrate their legacy or home-grown tools into their build process with pre-created extensions to third-party apps and custom build steps. Security and compliance Vulnerability scanning can help you protect your software supply chain from security threats. DevSecOps policies can be used to block the deployment of vulnerable images.

Pipelines automates your builds and deployments so you can spend more time being creative and less on the nuts and bolts. Cloud-hosted pipelines available for Linux, macOS, Windows. You can build web, desktop, and mobile apps. You can deploy to any cloud or on premises. Test, build, and deploy Node.js and Python, Java and PHP apps. You can run parallel on Linux, macOS and Windows. You can easily build and push images to container registry sites like Docker Hub or Azure Container Registry. You can deploy containers to Kubernetes or individual hosts. Explore and implement a wide variety of community-built build and test, deployment, and deployment tasks. There are hundreds of extensions available from Slack to SonarCloud. Continuous delivery (CD), of your software to any cloud, such as Azure, AWS and GCP, can be implemented. Visualize deployment to any number interdependent stages.

CTO.ai, an automation platform that offers a flexible CI/CD runtime and Instant Staging URLs, will help you increase your development velocity. Your developers can easily get their applications online using services without having to deal directly with your infrastructure requirements. These staging environments can be created instantly and used to test your changes. Clients can use the private URL or custom domain to perform their UAT. Once you are ready, we automate the continuous delivery and deployment of changes to these environments. You can automate the continuous delivery to these environments, and then deploy your production services to your cloud when you are ready. Pipelines can be integrated directly with Github, so they can easily be triggered by events such as git pushes or manual releases from ChatOps commands.

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

StepSecurity is the platform for you if you use GitHub Actions to perform CI/CD. Implement network egress and CI/CD security for GitHub Actions runner. Discover CI/CD security risks and GitHub action misconfiguration. Automated pull requests can standardize GitHub Actions CI/CD as code files. Allowlists block egress traffic to prevent SolarWinds or Codecov CI/CD attacks. Instant contextualized insight in network and file events across all workflow runs. Control network egress with granular policies at the job level and default cluster-wide. Many GitHub Actions do not receive maintenance and are therefore risky. These Actions are forked by enterprises, but the ongoing maintenance is costly. StepSecurity can help enterprises reduce risk and save time by allowing them to delegate the review, forking and maintenance of Actions.

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.

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.

Red Hat®, Ansible®, Automation Platform is an integrated solution for strategic automation. It combines security, features and flexibility to scale automation across domains and orchestrate workflows. The journey to fully optimized automation will take time. To move from manual Day 2 operations, ad-hoc solutions and to a comprehensive integrated automation platform, a strategic investment is required. It determines the current and future success of your business. Red Hat Ansible Automation Platform helps you: Maximize efficiency, improve security and overcome increasing IT issues like skill gaps and technology sprawl. It helps you to: Automate in a consistent and reliable manner across domains and use-cases. Maximize your technology and resources. Build a solid foundation for AI adoption.

Modern Infrastructure as Code. Use familiar programming languages and tools to create, deploy, manage, and monitor infrastructure in any cloud. One workflow for many clouds. On any cloud, you can use the same language, tools, or workflow. Collaborate. Harmonize your engineering practices among developers and operators. Easy continuous delivery. You can deploy from the CLI or integrate with your favorite CI/CD software. All changes are reviewed before they are made. Reduce complexity. Get visibility across all your environments. Audit and secure. Know who made changes to what, when and why. With your identity provider of choice, enforce deployment policies. Secrets management. Secure secrets with an easy-to-use encrypted configuration Familiar programming languages. You can define infrastructure in JavaScript or TypeScript, Python, Go or any other.NET language including C#, F# and VB. Use your favorite tools. Use familiar IDEs and test frameworks. Reuse and share. Codify best practices.

We take care of everything. You can create the perfect CI/CD platform that meets your company's needs with zero vendor lock-in. Stop building toolchain automation and stop writing manual scripts. Your engineers can now focus on your core business. The declarative model of pipeline workflows allows you to focus on what's required, not how it's done. This includes software builds, security scans and unit testing, as well as deployments. Blueprints allows you to diagnose any failures within Opsera by displaying the console output of each step of your pipeline execution. Comprehensive software delivery analytics for your CI/CD process in one view. This includes Lead Time, Change Failure Ratio, Deployment Frequency and Time to Restore. Contextualized logs allow for faster resolution, improved auditing, and compliance.

Your code has been verified & shaped to the cloud. Your infrastructure is built. And your images are put into production in a safe environment. Cloudoor will deliver your code to the end-user with a simple click. Cloudoor will set up a modern infrastructure for you by adding your cloud. Cloudoor will check your code for vulnerabilities.

DevOps teams now have one platform to build, deploy, and manage applications. This allows them to quickly and securely get updates, fixes, and features to customers. One platform. Many integrations. Rapid scalability. ShuttleOps is an open-source continuous delivery platform that allows for rapid deployment, deployment, and management of complex distributed applications. ShuttleOps is a drag-and-drop interface that allows organizations and teams to quickly adopt and scale DevOps strategies. ShuttleOps is compatible with Docker Container registries, Chef Habitat, and custom build configurations. This means that you can deploy YAML-free, Persistent volume claims, Ingress rules, log management, and YAML-free deployments out of the box. You can create custom workflows that include acknowledgement and approval gates. Real-time notifications are sent to Slack and email.

Spinnaker, an open-source, multi-cloud continuous delivery platform that enables software changes to be released with high velocity. It was developed by Netflix and has been used in hundreds of thousands of deployments. It combines a flexible and powerful pipeline management system with integrations to major cloud providers. You can deploy across multiple cloud providers, including AWS EC2, Kubernetes and Google Compute Engine, Google Kubernetes Engine Google App Engine, Microsoft Azure Openstack, Cloud Foundry and Oracle Cloud Infrastructure. DC/OS will be available soon. You can create deployment pipelines to run integration and system testing, spin up or down server groups, and monitor your rolling outs. You can trigger pipelines using git events, Jenkins or Travis CI, Docker and CRON or any other Spinnaker pipelines. For faster rollouts and easier rollbacks, create and deploy immutable images. This will eliminate configuration drift issues that are difficult to debug.