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how did you come to know which stack, the app is using..

wappalyzer is also good[1].

I had the Debug mode on, which gives MANY information about the stack and all that :)

this makes sense...but still he knows which database you are using. I dont think debug errors give that information. Or does it???

With Django debug toolbar or even flask debug toolbar, you can have this can of information.

It does