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Stream<ChatMessage> -> Stream<ArtifactState>
Parse structured code or document blocks from a chat stream to display them in an interactive, persistent workspace panel.
Problem it solves
Interspersed documents and code snippets in long chat logs are hard to read, edit, and keep track of.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.