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Description

With just one command, you can swiftly create an Ubuntu virtual machine using Multipass, which is capable of launching and managing VMs while configuring them with cloud-init, akin to public cloud environments. This tool allows you to experiment with cloud launches right on your local machine at no cost, and in just five minutes, you'll realize how effortlessly a lightweight cloud setup can be achieved. To get started, you can launch several LTS instances, check their status, execute commands, apply cloud-init configurations, and remove older instances as needed. For those looking to master the Linux command line, the "Ubuntu Server CLI cheat sheet" serves as a quick reference for skills ranging from basic file management to advanced deployments like Kubernetes and OpenStack. Multipass also features a command line interface that simplifies the launching, management, and interaction with Linux instances. You'll find that downloading a fresh image is incredibly fast, enabling you to have a fully operational VM in mere minutes. Furthermore, you can create Ubuntu instances and initialize them with cloud-init metadata, similar to setups on AWS, Azure, Google, IBM, and Oracle clouds, allowing you to effectively simulate a cloud deployment directly on your workstation. This capability makes it easier than ever to experiment and learn about cloud computing without the need for extensive resources.

Description

Agent-browser is a command-line interface for browser automation specifically tailored for AI agents, featuring a streamlined text output that conserves context and is built entirely in Rust. By adopting an agent-first methodology, it prioritizes succinct output over lengthy JSON, which significantly lowers token usage during automation tasks. The snapshot command provides an accessibility tree where each interactive element is assigned a distinct reference, enabling agents to accurately select elements without the need for continuous DOM queries. With over 50 commands available, it encompasses aspects such as navigation, form handling, screenshot capture, monitoring network activities, managing storage, and working with tabs, frames, and debugging tools. Its built-in observability tools include capabilities for video recording, streaming, debugging, profiling, and page comparison, ensuring robust support for modern applications through features like network management, analysis of React and Web Vitals, initialization scripts, and seamless integration with Next.js and Vercel. This comprehensive suite of functionalities makes agent-browser an essential tool for developers working with AI-driven browser automation.