Agentation (agentation.dev)

Agentation, a new development tool, allows users to annotate webpage elements and generate structured feedback for AI coding agents. By simply clicking on elements, highlighting text, and adding notes, developers can generate markdown output that works seamlessly with any AI tool, without the need for dependencies other than React. This tool significantly enhances the communication between developers and AI agents by specifying class names, selectors, and positions, enabling faster and more accurate bug fixes or feature changes. The innovation stems from insights shared by Benji Taylor, focusing on improving feedback mechanisms for AI coding agents. Agentation simplifies the process of identifying specific code issues by allowing users to provide precise annotations like “.sidebar > .nav-actions > button.primary,” compared to vague descriptions like “the blue button in the sidebar.” This specificity not only saves time but also leads to more effective bug resolutions, making Agentation a valuable asset for the AI/ML community, particularly for teams leveraging AI tools like Claude Code and Cursor in their coding workflows.