"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.
The most accessible way to start experimenting would be the Ralph loop: https://github.com/anthropics/claude-code/tree/main/plugins/...
You could also work backwards from this paper: https://arxiv.org/abs/2512.18470
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.
yes "now what?" | llm-of-choice