Need
What this desk is for.
A green dashboard on uncompared series.
Tools · Foundation · 10 of 37
Feature drift sandbox
Two numeric series. Mean, variance, Jensen–Shannon. Not a production monitor.
How
What runs in this tab.
Two numeric series. Mean, variance, Jensen–Shannon. Not a production monitor.
Role analog: ML Engineer · 2026 US year-1 replacement $272,320 (market, not payroll). Kernel runs here. This tab stays local. Not zg, not SignalR, not Copilot, not tiktoken.
Desks that sit this analog: ML Engineer. Unique pain, not a shared slogan.
1.038Mean A
1.594Mean B
21.416PSI
0.875KS-lite
Jensen–Shannon 0.520 · variance A 0.026 · B 0.060. Not a production monitor.