AWS Launches Agent Plugins to Automate Cloud Deployment

AWS recently released Agent Plugins for AWS, an open-source repository providing AI coding agents with specialized skills for architecting, deploying, and operating applications on AWS. The initial deploy-on-aws plugin transforms deployment workflows by accepting natural language commands like “deploy to AWS” and generating complete deployment pipelines with architecture recommendations, cost estimates, and infrastructure-as-code.

The plugin currently supports Claude Code and Cursor, following the recent marketplace launch of Cursor. The company positions agent plugins as a best practice for steering coding agents toward reliable outcomes without bloating model context. Rather than repeatedly pasting AWS guidance into prompts, developers can encode that guidance as reusable, versioned capabilities that agents invoke when relevant.

Marcelo S., AI product leader at AWS Agentic AI, framed the release in a LinkedIn post as addressing a fundamental scaling challenge:

For…