The follow-up to reverse-engineering Claude's visualizer: a from-scratch implementation with a Pi agent server, visual tools, a sandboxed iframe widget manager, and a postMessage RPC bridge. Watch html widgets paint token by token as the model streams a tool call. Full code, no framework.
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