Understands images across the full range — product UIs, documents, charts, and natural scenes — then writes code or calls tools to act on what it sees.

Web search reaches further — more sources, deeper follow-up. Visual search recognizes what other systems don't — long-tail entities, freshly emerged concepts.

Drives terminals, browsers, Office tools, search, and beyond — staying coherent however long the run gets. Less drift, fewer broken toolcalls, fewer failed runs.

Works with mainstream harnesses (Claude Code, KiloCode, Hermes Agent, OpenClaw) and tool-calling protocols (MCP, Skills) — lower integration cost, less workflow rewiring.