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Weave Got This

Built at WeaveHacks 3: Self-Improving Agents Hackathon with Weights & Biases · Jan 31, 2026 · San Francisco, CA

Weave Got This — Demo video

An AI-powered research and mapping app that turns natural-language questions into live map updates. You ask about places, routes, or current events in plain language (typed or spoken); AI agents run the research—searching stored findings and the web, with sources—then a map agent drives the UI by adding layers, pins, and viewport changes to a MapLibre map. The interface (map and chat) updates in response to the agents, so you see current research visualized on the map as the workflow runs. The project supports self-healing agents and workflows: W&B Weave traces research and map runs, automated scorers evaluate quality, and improvement reports suggest persona and config updates so agents get better over time.

Team