Gloss – Annotate live code and provide feedback to an agent (github.com)

Gloss has introduced a pioneering tool that allows users to annotate live web applications while providing direct feedback to an AI agent known as Claude. By opening a webpage in a controlled Chromium environment, reviewers can enter comments via a dedicated feedback bar. Once submitted, Claude processes these comments, applies the necessary changes, and offers a summary of its modifications, facilitating an iterative review process until the reviewer approves the changes. Notably, Gloss acts as a communication channel rather than making corrections autonomously, which underscores the collaborative nature of this tool between human feedback and AI enhancements. This development is significant for the AI/ML community as it bridges the gap between manual application reviews and AI-driven automation, enhancing the efficiency of iterative testing and feedback in web development. With a sophisticated command structure enabling seamless integration and interaction, including the ability to pin comments to specific page elements, Gloss integrates tightly with existing workflows. Developers need to meet system requirements such as running Node 22.12 or later and installing a specific version of Chromium, highlighting the tool's dependency on modern browser technology and the potential for enriched user experience through AI-enhanced user interfaces.