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.
How much control do users have over what the AI learns and automates? Can you audit its decision-
making, override patterns, or set boundaries like "never auto-send emails" or "don't access folder X"?
About MuleRun on Product Hunt
“Raise an AI that actually learns how you work”
MuleRun launched on Product Hunt on March 16th, 2026 and earned 654 upvotes and 141 comments, earning #1 Product of the Day. 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.
On the analytics side, MuleRun competes within Productivity, Artificial Intelligence and E-Commerce — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how MuleRun performed against the three products that launched closest to it on the same day.
Who hunted MuleRun?
MuleRun was hunted by Zac Zuo. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of MuleRun including community comment highlights and product details, visit the product overview.
Zac Zuo
Nice and proactive approach, guys!
How much control do users have over what the AI learns and automates? Can you audit its decision-
making, override patterns, or set boundaries like "never auto-send emails" or "don't access folder X"?