Dropstone CLI
Every AI coding tool I've seen lately wants me to leave my terminal and live in some fancy IDE plugin or browser tab. Dropstone going the other direction, straight into the CLI, actually feels refreshing. The self-learning part is what hooks me though. Most agents ship with generic training and call it a day. An agent that watches how I name variables, how I structure my commits, what commands I run on repeat, and then adapts to that, that's a different beast.
The catch is trust. A learning agent needs time to observe before it's useful, and in that window you're basically babysitting it. I'd want to know how it stores what it learns, whether it's local or cloud, and how easy it is to correct when it picks up a bad habit. Also, self-learning sounds great until your agent learns your worst practices.
I'm curious whether this targets the solo dev or the team. Terminal tools tend to be personal, but a shared learning model across a team could be powerful. Either way, I'm glad someone's finally making the terminal feel like a place where AI belongs, not just an afterthought.