Launching today
MuleRun
Raise an AI that actually learns how you work
573 followers
Raise an AI that actually learns how you work
573 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.
Congrats launch! 🎉 Curious how the self-evolving part works in practice.
MuleRun
@thea5 Thank you! MuleRun learns your work habits over time and starts proactively preparing what you need before you ask.
MuleRun
@thea5 Thank you! Great question to dig into.
In practice, self-evolution in MuleRun works on two levels.
At the individual level, your agent continuously learns from how you actually work — not just what you tell it, but what you do. It retains your preferences, decision patterns, communication style, and domain knowledge across every session. The longer you use it, the less you need to explain yourself, and the more it anticipates what you need before you ask. It's less about configuring settings and more about the agent building a genuine working model of you over time.
At the collective level, MuleRun has a shared Knowledge Network. When users choose to share a workflow or agent they've built, it enters a community pool. Agents that get validated and adopted by multiple users in similar scenarios rise in weight, and MuleRun automatically surfaces those high-performing patterns to others facing the same kind of task. So your agent benefits not just from your own experience, but from the collective intelligence of the entire user base — opt-in, always.
The practical result is a flywheel: the more you use it, the better it gets at your specific work. And the more the community uses it, the stronger the shared foundation everyone builds on. You can explore some of the workflows the community has already built here.
Autocoder.cc
I get automatic updates when my tasks finish, so helpful.
MuleRun
@saintcedricfan Exactly, we finally made it.
MuleRun
@saintcedricfan That's the Heartbeat feature doing its job! No more checking in to see if something's done — your Mule comes to you. Glad it's making a difference in your workflow!
MuleRun feels a lot like Manus 🤖, but in actual use it still falls short in some areas ⚠️. That said, it does an especially good job with automation ⚙️ and OpenClaw compatibility 🔗. Another point worth mentioning is that the large model MuleRun uses is clearly much smarter 🧠 than the one used by Manus.
MuleRun
@alan_miao Thank you so much for such a high compliment!! We are committed to continuously improving and refining the areas that need work!
MuleRun
@alan_miao Thanks for the honest take — genuinely appreciate users who put tools through their paces and share real feedback.
On the comparison with Manus: they're solid at what they do, but the core design philosophy is quite different. Manus is a cloud-based task executor, MuleRun is built around a different premise: a dedicated 24/7 personal VM that persists, learns your habits over time, and proactively works on your behalf even when you're offline. It's less about a single impressive task and more about a digital partner that compounds in value the longer you use it.
We'd genuinely love to know which areas felt lacking for you — that kind of specific feedback is exactly what helps us improve. Feel free to share via our community or drop us a note directly.
Love seeing more experiments around persistent personal AI. Congrats to the team!
MuleRun
@jody_l_wyatt Thank you! We welcome you to try our product.
MuleRun
@jody_l_wyatt Thank you so much! Persistent personal AI is exactly the space we're committed to pushing forward — the "resets every session" era of AI tools needs to end. Really glad the vision resonates, and we'd love to have you along for the experiment. 🙌
mymap.ai
Really interesting direction. A personal AI that actually keeps evolving with your workflow sounds much closer to the “real assistant” vision than most tools today. Congrats on the launch!
MuleRun
@victorzh Yes, this is a milestone for our product. Thank you for recognizing our work!
MuleRun
@victorzh Thank you! That "real assistant" vision is exactly what drives us — most AI tools today are powerful but still fundamentally transactional. We believe the next leap is an AI that grows with you rather than resets on you. Really glad it comes through. Hope you get a chance to try it and see how it evolves with your workflow!
Triforce Todos
Love the idea of a personal AI that remembers everything and works super handy
MuleRun
@abod_rehman Delighted to have your approval!
MuleRun
@abod_rehman That's the dream, right? No more repeating yourself, no more starting from scratch. Your Mule keeps everything in memory and just keeps getting more useful over time. Give it a try and let us know how it goes!
Congrats on the launch! The proactive part is what caught my attention. if it can truly prepare things before you ask, that’s a pretty big step forward.
MuleRun
@sandy_liusy Yes! Welcome to try it out and you won't be disappointed!
MuleRun
@sandy_liusy Thank you! And yes — proactivity is the piece we're most proud of. The shift from "wait for a prompt" to "already working on it" is what makes MuleRun feel less like a tool and more like someone who actually has your back.
The 24/7 VM is what makes it real rather than just a marketing claim — it's genuinely running and preparing while you're away. Hope you get a chance to experience it firsthand!