AutoGen UI is a frontend toolkit designed to render and manage multi-agent conversational flows. It offers ready-made components such as chat windows, agent selectors, message timelines, and debugging panels. Developers can configure multiple AI agents, stream responses in real time, log each step of the conversation, and apply custom styling. It integrates easily with backend orchestration libraries to provide a complete end-to-end interface for building and monitoring AI agent interactions.

Kaiban Agents Aggregator provides a unified dashboard to browse and manage AI agents built using the KaibanJS framework. Users can filter agents by category, view detailed documentation, test agent behavior, and deploy to staging or production with one click. The platform tracks runtime metrics and usage logs, enabling performance monitoring and quick iteration. Built-in collaboration tools allow multiple stakeholders to annotate, comment, and share configurations, while API integrations streamline embedding agents into existing applications or workflows.