CopilotKit: CopilotKit is a React framework for embedding AI copilots, chatbots, and in-app agents directly into web applications. It provides UI components (chat interface, sidebar, textarea) and backend infrastructure for building agentic frontends — where AI can read and modify application state, take actions, and render generative UI. Supports LangChain, LangGraph, CrewAI, and custom agent backends.; WindowsAgentArena: Windows Agent Arena (WAA) is a scalable platform for evaluating multi-modal AI agents on Windows desktops. It offers a reproducible environment for testing agentic workflows and supports large-scale deployment using Azure ML for rapid benchmarking.
Adding a context-aware AI copilot to a SaaS product that understands app state
Evaluating and comparing the performance of multi-modal AI agents on Windows.