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The most accessible way to start experimenting would be the Ralph loop: https://github.com/anthropics/claude-code/tree/main/plugins/ralph-wiggum https://github.

The most accessible way to start experimenting would be the Ralph loop: https://github.com/anthropics/claude-code/tree/main/plugins/ralph-wiggum https://github.com/anthropics/claude-code/tree/main/plugins/... You could also work backwards from this paper: https://arxiv.org/abs/2512.18470 https://arxiv.org/abs/2512.18470

999900000999 9mo ago
Ok. I'm imagining something like. "Hi Ralph, I've already coded a function called GetWeather in JS, it returns weather data in JSON can you build a UI around it. Adjust the UI overtime" At runtime modify the application with improvements, say all of a sudden we're getting air quality data in the JSON tool, the Ralph loop will notice, and update the application. The Arxiv paper is cool, but I don't think I can realistically build this solo. It's more of a project for a full team.