MuleRun
Raise an AI that actually learns how you work
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MuleRun is a self-evolving personal AI that learns a user's work habits, decision patterns, and preferences, and keeps getting sharper over time. It runs continuously on a dedicated cloud VM, works while the user is offline, and proactively prepares what they will need before they ask.
There is no coding or setup: the user starts it and lets it adapt to how they work.
It is aimed at people who want a personal AI that genuinely knows their way of working and gets more useful with use, and that operates in the background rather than only responding when prompted.
AI-assisted draft, human-reviewed before publishing — see how we choose & review tools.
Why we picked it
MuleRun's angle is patience rather than speed — it runs on its own dedicated VM and gets sharper the longer you use it, so it suits someone willing to invest a few weeks training an assistant on their habits rather than needing results on day one.
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