Statistical Ejection Engine

Looking at numbers is hard. Sentinel runs continuous live mathematics in a background thread to find the needle in the haystack.

MAD Outlier Math (Median Absolute Deviation):

Calculates the exact standard deviation curve across grouped processes. If 40 electron.exe tabs average 100MB of RAM, but one tab is consuming 4.2GB, Sentinel rips it out of the folder and highlights it bright Magenta (OUTLIER) so it cannot hide.

Bimodal Suppression Algorithms:

The math is smart enough to realize that primary applications (like the core VS Code window) are *supposed* to be larger than their children. It suppresses false "Outlier" flags if the structural makeup of the process is Bimodal.

Monotonic Leak Detection:

Logs a live 10-cycle lifetime derivative of every single process. If a PID continuously gains RAM for 30 seconds straight without a single downward cycle, it blasts a [MEM LEAK] alert into the UI.