noor_a

I brought this to our Friday tools session expecting a polite nod and instead the whole room wanted the install command. The pitch lands immediately because everyone has hit the wall of an agent that cannot actually read the link you just gave it.

We spent the afternoon pointing it at the sources our community lives on. The YouTube transcript support alone saved one of our organisers an hour of manual note-taking from a conference talk. Reddit and Twitter search worked without anyone reaching for a credit card, which for a volunteer-run group is not a small thing.

What I appreciate is that it lowers the barrier for the less technical people I work with. They can ask their agent a normal question about something online and get a real answer back. I have since shared it with two other communities I help run, and the feedback has been warm.