> On Mar 18 and 19, he ran a programmed script to delete 180 virtual servers in the system.

> The system that Kandula’s former team was managing was used to test new software and programs before launch. In a statement to CNA on Wednesday, NCS said it was a "standalone test system".

> As a result of his actions, NCS suffered a loss of S$917,832.

Wondering if these are CI/CD pipelines, and how the loss amount was calculated since these can be spun up again.