been thinking about why I don't feel comfortable with AI being a true personal assistant still, even though the models have gotten so much better. i realized a lot of the reason for me is actually git / version control. using an agent that is 99.999999% accurate vs 97% accurate…↗

I've been using state-of-the-art models to teach small models running on my computer how I work. The result : a personal agent that runs my inbox, my deal pipeline, my blog, my calendar, & my research. 🧵↗

Claire Vo's first day with @OpenClaw it deleted her family calendar. Now she runs 9 agents across 3 Mac Minis, and said "I haven't felt like this since I was a teenager learning to code." Her sales agent Sam does a daily CRM sweep, identifies decision-makers from new signups, a…↗