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.; agent-os: Agent OS applies operating system concepts like kernels and policy enforcement to govern autonomous AI agents. It intercepts and validates agent actions before execution, ensuring deterministic safety and compliance rather than relying on probabilistic prompt-based instructions.
Adding a context-aware AI copilot to a SaaS product that understands app state
Securing SQL agents with read-only policies to prevent destructive database operations.