Posted by Dave Harding 1 on 04/08/2019 00:12:42:
I don't have any flood cooling it just gets extremely hot and now I think its case hardened itself.
How confident are you that it is 316? Was the material from a reasonably-trusted source?
Stainless does not case harden. It does work harden, mainly due to allowing the tools to rub and not cut. Small depths of cut, high speeds and low feed rates are ideal conditions for rubbing. Do not dwell at the end of the cut.
You might need to be a bit more specific than simply 'carbide'. Are they name-brand inserts of standard geometry?
Please ignore totally the advice given by another poster viz: "If you are using tip changing tools, then of course you have to go at 6000 RPM with low depth of cut ( .05 mm)". If you really want to work harden your material, this is the ideal recipe.