[michalwarda]

Fully understand the WhatsApp part. Do you use any other communicators? Discord, Signal or something else? We are looking for more "interfaces".

When it comes to async that's exactly what we are trying to "solve". Right now models are built in a way that they expect tool results right after tool calls.

We are building datasets and a model with asynchronous interface as it's core. https://huggingface.co/qforge/Qwen3-14B-AT you can read more about it here.

For tooling attached to it right now we are using Pipedream integrations and are planning to move to an open source public solution configurable by users so u can set whatever you want.

So imagine you have a single chat interface that steers a fleet of other agents in the background for code. But not by handing off the memory but navigating the tasks in an async way.