Why I made it
Screenshots and downloaded images quietly accumulate meaningless filenames. I wanted to explore AI that improves the environment behind the scenes rather than waiting in a chat box for instructions.
What it became
The first utility watched images and used Gemini's visual understanding to give them useful names. It later became a small API product with image summaries, signup, usage tracking, file validation and rate limits.
What happened
Tidy stayed a compact experiment, but it made a distinct interface idea tangible: some of the most useful AI may be software we rarely address directly because it continuously takes care of small cognitive chores.