Wisdom of crowds

The Mental Bandwidth Estimator

Cloudflare-native cognition capture app

AI safety

Cognitive task

Captured cognition self-estimated capacity, task fit, overload signs, and accuracy after completion

Local atlas

Cognition dashboard

0signals

0public

0avg confidence

0msmedian latency

Submit a signal to see the first reflection.

Commons loop

Recent signals

Cloudflare deployment

D1 for check-ins, Workers AI for recommendations, Analytics Engine for capacity patterns, Workflows for reflection loops, and Pages for a fast mobile-first UI