I’ve had some success building “text to dashboard” with this using vercel.
I use bash-tool and Vercel sandbox to generate charts (Echarts) or tables (Tanstack table) from json data, and then json-render to render the charts, tables and markdown into a dashboard.
This would be a dev time dependency I imagine? Team A provides the catalogue of components and product devs can vibe code their UI. This would also be good for prototype/design. Makes sense.
The json here is to ease the machine's ability to generate UI, but reciprocally it feels like this could also be a useful render tree that ai could read & fire actions on too.
There's some early exploration of using accessibility APIs to empower LLM's. This feels like it's sort of also a super simple & direct intermediate format, that maybe could be a more direct app model that LLMs could use.
More broadly it feels like we have a small forming crisis of computing having too many forms. We had cli tools, unix. Thenw we made gui's, which are yet another way to involve tools (and more). Then webapps where the page is what expresses tools (and more). Then react virtualized the page, supplanted dom. Now we have json that expresses views & tool calling. Also tools need to now be expressed as MCP as well, for ai to use it. Serverless and http and endless trpc and cap'n proto and protobuf ways to call functions/invoke tools. We keep making news ways to execute! Do we have value that each one is distinct, that they all have their own specific channels of execution, all distinct?
I’ve had some success building “text to dashboard” with this using vercel.
I use bash-tool and Vercel sandbox to generate charts (Echarts) or tables (Tanstack table) from json data, and then json-render to render the charts, tables and markdown into a dashboard.
This would be a dev time dependency I imagine? Team A provides the catalogue of components and product devs can vibe code their UI. This would also be good for prototype/design. Makes sense.
The json here is to ease the machine's ability to generate UI, but reciprocally it feels like this could also be a useful render tree that ai could read & fire actions on too.
There's some early exploration of using accessibility APIs to empower LLM's. This feels like it's sort of also a super simple & direct intermediate format, that maybe could be a more direct app model that LLMs could use.
More broadly it feels like we have a small forming crisis of computing having too many forms. We had cli tools, unix. Thenw we made gui's, which are yet another way to involve tools (and more). Then webapps where the page is what expresses tools (and more). Then react virtualized the page, supplanted dom. Now we have json that expresses views & tool calling. Also tools need to now be expressed as MCP as well, for ai to use it. Serverless and http and endless trpc and cap'n proto and protobuf ways to call functions/invoke tools. We keep making news ways to execute! Do we have value that each one is distinct, that they all have their own specific channels of execution, all distinct?