A Local AI Assistant That Learns Your Habits, and Lets You Delete Them

Most AI agents are impressive for one prompt. You close the laptop and they forget how you work. I am building an offline AI operating system where the assistant is supposed to do the opposite: learn this person, on this machine, and make the next request shorter.

I am Savindu Thathsara. The project runs the models locally, on an 8GB laptop, with no cloud model API. This post is about the memory. The launch post is I'm Building an Offline AI Operating System for an 8GB Laptop .

The loop

A habit is not a single event.…