Team Idea
OneShot provides **governed research tools, contextual discovery features, and deterministic runtime boundaries that any AI agent can use**. It exposes modular APIs (`/api/research/run`, `researchSkill`) and deterministic verification boundaries so coding agents (Gemini, Claude, OpenAI, Antigravity, Cursor) can gather verified codebase and web context, plan changes, and execute safely without unconstrained conveyor-belt execution.
Team Members
Minh Le
itz1508
Network Engineer
Submission
Team Leader hasn't made a submission yet