Why I built it
I wanted to explore what changes when the AI can actually do something.
The idea
Move from answering to acting.
Building it
A small agent loop with a defined task and a limited toolset.
Experiments
Exploring when autonomy helps and when explicit human confirmation is better.
Result
A working experiment that makes the trade-off visible.
What I learned
Good agent design is as much about boundaries as capability.