Single source of signal
Every answer surface resolves through the registered miner intent, not a fallback API.
Demand that closes the loop
Ranking only compounds when something pays for it. The demand app is designed so it cannot function without CALIBER's miner.
Design
Built to be dependent, on purpose.
x402 at the edge
Each user action carries a paid fetch, so usage is settlement, not a vanity metric.
Grader in the product
Confidence shown to the user is the same calibrated score validators see.
Consumption telemetry
Paid calls, receipts, and rank movement tracked in one console view.
Agent-first surface
Agents call the same intents humans do — the vertical becomes paid agent intent.
Season continuity
H1 miner and grader are the runtime, not a demo discarded after submission.