Best Application Development Software for CognitiveScale Cortex AI

Google Cloud is an online service that lets you create everything from simple websites to complex apps for businesses of any size. Customers who are new to the system will receive $300 in credits for testing, deploying, and running workloads. Customers can use up to 25+ products free of charge. Use Google's core data analytics and machine learning. All enterprises can use it. It is secure and fully featured. Use big data to build better products and find answers faster. You can grow from prototypes to production and even to planet-scale without worrying about reliability, capacity or performance. Virtual machines with proven performance/price advantages, to a fully-managed app development platform. High performance, scalable, resilient object storage and databases. Google's private fibre network offers the latest software-defined networking solutions. Fully managed data warehousing and data exploration, Hadoop/Spark and messaging.

Kubernetes (K8s), an open-source software that automates deployment, scaling and management of containerized apps, is available as an open-source project. It organizes containers that make up an app into logical units, which makes it easy to manage and discover. Kubernetes is based on 15 years of Google's experience in running production workloads. It also incorporates best-of-breed practices and ideas from the community. Kubernetes is built on the same principles that allow Google to run billions upon billions of containers per week. It can scale without increasing your operations team. Kubernetes flexibility allows you to deliver applications consistently and efficiently, no matter how complex they are, whether you're testing locally or working in a global enterprise. Kubernetes is an open-source project that allows you to use hybrid, on-premises, and public cloud infrastructures. This allows you to move workloads where they are most important.

Git is an open-source distributed version control system that can handle small to very large projects quickly and efficiently. Git is simple to learn, has a small footprint, and delivers lightning fast performance. It is superior to SCM tools such as Subversion, CVS and Perforce. Git also has features such as cheap local branching and convenient staging areas.

Jenkins, the most popular open-source automation server, provides hundreds of plugins that can be used to build, deploy, and automate any project. Jenkins is an extensible automation server that can be used to create CI servers or become the continuous delivery hub for any project. Jenkins is a Java-based program that can be run straight out of the box. It includes packages for Windows, Linux and macOS, as well as other Unix-like operating system packages. Jenkins is easy to set up and configure via its web interface. It also includes built-in help and on-the-fly error checking. Jenkins can be integrated with almost every tool in the Continuous Integration and Continuous Delivery toolchain thanks to the hundreds of plugins available in the Update Center. Jenkins' plugin architecture allows for almost unlimited possibilities. Jenkins makes it easy to distribute work across multiple machines. This helps drive builds, tests, and deployments across multiple platforms more quickly.

Code editing. Redefined Free. Open source. It runs everywhere. IntelliSense provides smart completions that go beyond syntax highlighting and autocomplete. It uses variable types, function definitions and imported modules to provide intelligent completions. You can debug code directly from the editor. You can attach or launch your apps, and debug with breakpoints, call stacks and an interactive console. It's never been easier to work with Git or other SCM providers. The editor allows you to review diffs and stage files, as well as make commits. Pull and push from any hosted SCM service. Want even more features? To add languages, themes, debuggers and connect to other services, install extensions. Extensions are separate processes that don't slow down your editor. Learn more about extensions. Microsoft Azure allows you to deploy and host your React (Angular), Vue, Node (and many more!) applications. Sites can store and query relational or document-based data and scale with serverless computing.

Docker eliminates repetitive, tedious configuration tasks and is used throughout development lifecycle for easy, portable, desktop, and cloud application development. Docker's complete end-to-end platform, which includes UIs CLIs, APIs, and security, is designed to work together throughout the entire application delivery cycle. Docker images can be used to quickly create your own applications on Windows or Mac. Create your multi-container application using Docker Compose. Docker can be integrated with your favorite tools in your development pipeline. Docker is compatible with all development tools, including GitHub, CircleCI, and VS Code. To run applications in any environment, package them as portable containers images. Use Docker Trusted Content to get Docker Official Images, images from Docker Verified Publishings, and more.

Bamboo provides first-class support for continuous delivery. Bamboo's deployment projects take the tedious work out of releasing into each environment and allow you to control the flow using per-environment permissions.

Swagger is an open-source and professional tool that simplifies API development for teams, users, and enterprises. Learn how Swagger can help your APIs be designed and documented at scale. Swagger tools are powered by the OpenAPI Specification, the industry standard for RESTful API design. Individual tools for creating, updating and sharing OpenAPI definitions with consumers. SwaggerHub is a platform solution that supports OpenAPI workflows on a large scale. Swagger's open source and professional tools have helped millions API developers, teams, organizations, and companies deliver great APIs. Swagger is the easiest and most powerful tool to fully take advantage of the OpenAPI Specification.