Animated Textbook and Storytelling (by Potter)
Potter
Potter is an interactive, animated textbook and storytelling canvas. Students can explore science concepts and control animations while talking to ChatGPT. An MCP backend connects an LLM conversation to a backend workflow, allowing the AI to build and revise visuals as the discussion develops.
Built with Astra
We built Potter with Astra through our agentic engineering framework. Two builders submit tasks via one dashboard to a single machine, keeping work in sync. Agents plan, implement, test and independently review changes, with a traceable ledger and human escalation when decisions need our input. Watch our video for more info.