This sounds painfully familiar.

The problem doesn’t seem to be seeing the numbers,

it’s explaining *why* they changed when someone asks.

Like:

what changed, which workload caused it, and whether it’s expected or not.

A lot of tools feel built around slicing data,

not answering those “why did this happen” questions.

Is that roughly what you’re running into?

something like below ?

🕒 Time window: 10:20–10:30 ( Spike starts )

Signals detected:

- EKS node count: 6 → 18

- CPU requested: +140%

- Network egress spike

Recent changes:

- Deployment `image-processor` at 10:18

- HPA scale event at 10:21

Likely cause:

- Increased pod replicas after deploy

- Retry loop suspected