Google Cloud Code vs. Google Cloud Shell vs. PowerShell vs. Python Comparison Chart

Cloud Code is a set of AI-assisted IDE plugins for popular IDEs that make it easier to create, deploy, and integrate applications with Google Cloud. Duet AI is integrated with Cloud Code, providing AI assistance directly in your IDE. Cloud Code supports your favorite IDEs, including VS Code, JetBrains IDEs, Cloud Workstations, and Cloud Shell Editor. It brings Duet AI inside your favorite IDEs, speeds up your GKE and Cloud Run development with Skaffold integration, simplifies creating configuration files for Google Cloud services and technologies, and makes it easy to integrate Cloud APIs and work with Google Cloud services within your IDE. Duet AI, your AI-powered collaborator, is available across Google Cloud and your IDE to help you get more done, faster. Cloud Code allows you to easily test and debug apps on Google Cloud directly from your IDE, supporting workloads including Compute Engine, GKE, and Serverless.

PowerShell is a cross-platform task automation and configuration management framework, consisting of a command-line shell and scripting language. Unlike most shells, which accept and return text, PowerShell is built on top of the .NET Common Language Runtime (CLR), and accepts and returns .NET objects. This fundamental change brings entirely new tools and methods for automation. Unlike traditional command-line interfaces, PowerShell cmdlets are designed to deal with objects. An object is structured information that is more than just the string of characters appearing on the screen. Command output always carries extra information that you can use if you need it. If you've used text-processing tools to process data in the past, you'll find that they behave differently when used in PowerShell. In most cases, you don't need text-processing tools to extract specific information. You directly access portions of the data using standard PowerShell object syntax.