· 15 min read
Your agent improves itself, while you sleep
Memory is the agent's knowledge graph of what it has learned about working with you, and Reflection is the nightly loop that tidies it, anticipates what you will need, and reviews your instance for weak spots, all on your own server.
· 16 min read
An app store that adapts to you
Möbius grew an app store. Install an app by pasting a URL, tweak it by asking, run it offline, save it to your home screen. The store is the on-ramp; the bigger shift is the agent growing a cross-app personal system that adapts to you over time.
· 20 min read
The self-improvement harness behind Möbius
An outer agent talks to an inner agent and tries to make it more helpful. Notes on what we measured, what surprised us, and where the bottleneck moved to.
· 13 min read
An agent that adapts to you
A personalized AI agent you can self-host. It builds the tools you need, edits the interface around them, and adapts both its functionality and its presentation to how you actually use it.
· 22 min read
EEML 2025 wrap up!
BTS on Eastern European Machine Learning Summer School in Sarajevo.