The balls represent test failures over a period of time.
A big ball is something that is fragile in your product/software. It can be a weakness in your automated tests, or a bug affecting your software.
The index page presents a list of jobs that kubeojo is tracking for you
Since kubeojo will fetch test results over time, the size of the balls will increase as tests fail.
