Real-time dashboards show AI adoption, friction hotspots, DORA metrics, and cycle times — without standups or status checks.
Every metric derived from real sessions. No self-reporting. No estimation.
Avg cycle time
From /morning to /finish
Team AI ratio
AI-generated code across team
Deploy frequency
Tasks completed per day
Manual timesheets
Everything tracked automatically
AI-to-manual code ratio per developer, per team. See who's leveraging AI and where coaching is needed.
Files where developers struggle — prompt loops, tool errors, disproportionate time. Surfaced automatically.
Deployment frequency, lead time, change failure rate, time to restore. Calculated from real task data.
Session time captured automatically from coding sessions. No toggling. No manual entry.
No keystrokes. No screen recordings. No prompt content. Developers see the same data as leads.
Team reports generated from session data. Who shipped what, friction, blockers — no meeting needed.
One install. An AI that remembers. Metrics that matter. Everyone wins.