Launching today
MuleRun
Raise an AI that actually learns how you work
607 followers
Raise an AI that actually learns how you work
607 followers
MuleRun is the world's first self-evolving personal AI — it learns your work habits, decision patterns, and preferences, then keeps getting sharper over time. It runs 24/7 on your dedicated cloud VM, works while you're offline, and proactively prepares what you need before you ask.No coding. No setup. Just raise your AI and watch it evolve.
Curious about the feedback loop when it comes to "self-evolving" feature. How does it know what is the "correct" thing to learn and not pick up bad habits?
Just curious, most AI tools lose context after a session or hit a token limit, forcing you to start fresh each time. Since this AI is meant to 'learn your habits' over time, how does it handle long-term memory? Does it retain what it's learned about you across sessions, or does it reset after each conversation?
How does MuleRun handle the transition when you switch between very different types of workflows, like going from e-commerce operations to content creation? Does it maintain separate context profiles or blend everything into one evolving model? Really cool concept, congrats on the launch!
We're a team of 6 building on GitHub as a shared OS. Agents, skills, finances, communications, content, investor decks, all in one place. Everyone reuses the same agents across tasks. The "learns how you work" part got my attention, but I'm curious whether MuleRun is built for one person or if there's a team layer. When the whole workflow lives in one place and you're sharing agents across contributors, the handoff problem changes. It's not just my memory across sessions, it's shared context across people. Asking because if there's a team model this could actually fit.
Very nice idea, but the demo kind of confused me. Is this only related to coding and making products? Or is it also connected to the various platforms you use while working, to "learn" from you as mentioned?
I have regarded MuleRun as a "long-term cooperative AI partner" rather than a tool that is used once and then shut down.
MuleRun
@yu_zhou8 Yes! You've finally grasped the true essence of this mule!
MuleRun
@yu_zhou8 This is exactly the mindset we built MuleRun for — and honestly, the best way anyone has put it. A tool you shut down has no memory of you. A partner that runs 24/7, learns how you think, and keeps working while you're away is something fundamentally different. The longer that relationship runs, the more valuable it becomes. Really glad that's coming through in how you experience it.