Turn your Filament panel into an AI-native dashboard

🫧 Open on Bubbles You can already point an AI agent at your Filament admin panel and have it click around like a human. Take a screenshot, find the button, fill the form, submit, screenshot again to check it worked. With computer-use or a browser MCP, that works today. It’s also slow, brittle, and spends a small fortune in tokens describing pixels to figure out where the “Save” button is.