Project for Treehacks 2026

BeeWork Unleashing the Hive to BEEat the context window

Agents have limited context window, how do we create extremely high quality and verifiable responses from the web?

Create a "knowledge base" on some topic (basically a wiki, and literally a git repo), with hundreds of browser agents (spawned through an orchestrator) created rigorously cited and specific prs into the repo. Then we have review agents that ensures that only prs are merged after meeting strict adversarial standards. From here a chat agent can navigate the repo to find specific information, and answer questions, with citations to specific docs where more information can be found.

stanford roomates -> lovers -> cofounders

Slides: https://docs.google.com/presentation/d/1KGqUSn83BWOUU2tRIQxokh2dywbUY973HnNFKA0ZciM/edit?usp=sharing Devpost: https://devpost.com/software/beework GitHub: https://github.com/Alezander9/BeeWork Website: https://beework.cc/ Demo: https://youtu.be/YL_5W60JScc