Launch metrics, learning health, AI spend, and subscription state in one host-gated control surface.
Checking session
Signed in
Admin session
Waiting for dashboard data
Launch monitoring
See the product pulse without digging through logs.
This private admin view stays attached to the backend, uses the current session cookie, and keeps the
highest-signal product, revenue, and AI metrics visible in the first screenful once you are signed in.
Hosted by backend
Guarded by login
Made for fast operator checks
Access
Admin sign-in
Sign in with an approved account to unlock the dashboard. The session is stored in a secure HTTP-only
cookie on this domain.
Top KPIs
What matters right now
The first row is tuned for a fast admin scan after login.
Usage
Daily active usage
DAU, words added, and AI requests in one activity lane.
Bar height blends the day's activity load.Hover a bar for the daily breakdown.
Learning
Review quality and momentum
Sessions, attempts, and accuracy in the same read.
Momentum combines review starts and attempt volume.Accuracy is included in the daily tooltip.
AI Cost
Request pressure and free-limit usage
Tracks total AI demand against free and rewarded usage.
Use this panel to spot cost spikes before they become monthly surprises.Monthly ledger detail stays in the right rail.