Skip to Main Content

Rote is a self-improving computer-use agent for real desktop work. When a task is new, Gemini Computer Use drives the browser or Mac app live; Rote records the run, compiles it into a reusable skill, verifies it against ground truth, and stores it so future requests replay instantly with zero model calls across devices and users just like stack overflow. It gets faster as it works: searching skill memory, replaying verified workflows through chat or voice, recovering from UI drift, and showing progress through a native Mac notch companion. Rote turns Computer Use from a one-time remote control into a growing library of verified abilities.

Team

gorajingBollaikjunchoi+1

Placement

3rd Place

More from AI Engineer World's Fair Hackathon 2026

SplatForge is a robot manipulation agent that trains itself inside the worlds it reconstructs. Point a phone at a tabletop and it turns the scene into a…

SplatForge project preview

https://www.podman.live/ PodMan is the pair programmer for your AI-native dev. team. Writing code got cheap; knowing who's writing what didn't. With…

PodMan: Pair Programmer ❤️ project preview

Electrical design engineers often have to place and route boards by hand — agonizing over where the buck switching node goes, how far the crystal sits from…

field-ratchet: a recursively self-improving AI for PCB design. project preview

EvoLoRA is an auditable, bounded self-improvement loop for LoRA fine-tuning. You provide a plain-English goal; a MiniMax agent plans the evaluation set, the…

EvoLoRA project preview

FocalPoint is a chat interface that watches how you read and adapts in real time — no feedback buttons, no ratings, no extra effort from the user. Using your…

Focal point project preview

This is a test submission.

youtube.com/…