A First Glimpse at the GUI for LLMs

Since GPT came out, the way we interact with AI hasn’t really changed.
It’s still mostly a chat box. You type, it replies.

LLMs can use more and more tools or MCPs, but these processes are barely accessible to users. The LLM/Agent still operates like a black box.

Trickle Magic Canvas is trying to change that.

http://trickle.so

It’s a space where you and the AI can actually build together. You see what it’s doing, you shape the logic, you leave notes, you add assets—all in one shared visual space. The canvas becomes the context.

We’re not sure if this is the GUI moment for LLMs.
But it might be the first glimpse.

Would love to hear what you think. 😊