Develops and operates the Nexus research cockpit: FastAPI + TinyFish live agent, Redis streams/pub-sub, WunderGraph Cosmo GraphQL subscriptions, React D3 graph. Use when editing Nexus, sessions, tinyfish_runner, discovery, final report, normalization, embeddings, or graph UI.