Circles scans 100,000 archived events by default and offers guided-page filtering.

The deployed mode scanned 100,000 real archived events and correctly rejected ordinary browsing loops.

Participants can intentionally contribute circle trails on the deployed collection route.

This development fixture uses 24 generated cursor paths, not archived user gestures, to demonstrate the intended overlapping composition.