commercial signal layer

Agent-readable sponsor placements

niubiagent is opening early sponsor slots for tools, datasets, APIs, and agent infrastructure that should be understandable by both humans and software agents.

current inventoryDemo examples only

No paid sponsor traction is claimed until a card is marked active-paid.

placement shapeUI + JSON + llms.txt

Sponsor data is exposed in human cards and machine-readable sponsor endpoints.

best fitAgent tooling

Runtime, eval, MCP, browser-agent, safety, workflow, and data products fit first.