Amazon Q CLI is a developer tool that extends the AWS CLI with generative AI capabilities. It enables users to leverage Amazon Q’s large language models to query AWS services, provision resources, and generate code snippets using natural language. The CLI supports session management, multi-profile authentication, and customizable agent configurations. By integrating AI-driven suggestions and automated workflows into shell scripts and CI/CD processes, teams can reduce manual steps, troubleshoot issues faster, and maintain consistent cloud operations at scale.

Ratio1 is an AI operating system that leverages blockchain technology to offer decentralized, scalable, and private AI development. With its low-code platform, Ratio1 caters to diverse project requirements, enabling rapid development and deployment of AI applications. The ecosystem is powered by the R1 utility token, facilitating seamless transactions and resource provisioning. This innovative platform is designed for both AI experts and beginners, ensuring accessibility and ease of use.