91% of developers use AI tools. Your repo is accumulating technical debt RIGHT NOW.
Know Your People. Support Your Team.
Activity scores, AI vs human ratios, code balance, achievements, and early warning signals. Understand your team dynamics without surveillance.
What You'll See
Key capabilities and insights available in this lens.
Activity Score
Weighted composite of commits, reviews, and commons contributions. Trends over time reveal engagement trajectory, not just raw output.
AI vs Human Ratio
See how much of each person's output is AI-assisted. Not a judgment, a visibility tool for understanding team dynamics.
Code Balance
Ratio of code written vs code reviewed. Healthy teams have contributors who both write and review, not just one or the other.
Achievements
Automated recognition for top reviewers, commons champions, mentors, and quality gate keepers. Make contributions visible.
Trend Detection
Rolling 30-day trend lines catch declining engagement, output crashes, and sustained improvement before they become surprises.
Risk Indicators
Early warning signals for burnout, flight risk, and declining engagement based on output patterns, not surveillance.
Sample People Dashboard
See how contributor data helps you understand and support your team.
illia
#1Backend Engineer
ACTIVE985
Score
61
Commits
22
PRs Merged
45
Reviews
28
Active Days
+2,547 / -2,529 = +18 net
Flight Risk
5/100
lowBurnout Risk
25/100
lowgael
#1PlatformPlatform Engineer
ACTIVE2,540
Score
Platform Impact
138 direct + 29 commons = 254 effective
138
Commits
43
PRs Merged
67
Reviews
30
Active Days
+4,120 / -3,890 = +230 net
Flight Risk
5/100
lowBurnout Risk
25/100
lowsarah
#3Frontend Engineer
ACTIVE720
Score
44
Commits
18
PRs Merged
38
Reviews
26
Active Days
+1,890 / -1,650 = +240 net
Flight Risk
10/100
lowBurnout Risk
15/100
lowmarcus
#4Full Stack Engineer
MONITORING410
Score
28
Commits
12
PRs Merged
8
Reviews
19
Active Days
+3,200 / -890 = +2,310 net
Flight Risk
45/100
moderateBurnout Risk
60/100
highpriya
#2PlatformStaff Engineer
ACTIVE1,820
Score
Platform Impact
92 direct + 41 commons = 256 effective
92
Commits
35
PRs Merged
82
Reviews
30
Active Days
+3,100 / -2,950 = +150 net
Flight Risk
3/100
lowBurnout Risk
10/100
lowryan
#5Junior Engineer
MONITORING280
Score
15
Commits
6
PRs Merged
4
Reviews
14
Active Days
+1,800 / -320 = +1,480 net
Flight Risk
70/100
highBurnout Risk
35/100
moderateWant to see this in your org?
Get early access to the full Organization Dashboard.