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.; claude-faf-mcp: .FAF optimizes AI for your codebase by using an IANA-registered format to create project DNA, ensuring AI never forgets critical context. This eliminates 91% token waste and saves significant costs by maintaining eternal bi-sync between `.faf` and `CLAUDE.md`.
Adding a context-aware AI copilot to a SaaS product that understands app state
Initializing and maintaining context for new software projects