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I can't speak much in detail, but maybe the following will paint you a picture.

I did contract work for a large international financial institution, known for being "one of the big N" (N<5). Lots of data/backend/db work, in several languages/stacks. Then a new style/naming convention for databases got pushed, by middle/higher management. It included identifiers in both camel-case and pascal-case. It was clearly "designed" by somebody with a programming background in languages that use similar conventions.

I noticed how there would be trouble ahead, because databases have (often implicit) naming conventions of their own. Not without reason. They have been adopted (or "discovered") by more seasoned database engineers, usually first and foremost as for causing the least chance of interoperability issues. Often it is technically possible to deviate from them (your db vendor XYZ might support it), but the trouble typically doesn't emerge on the database level itself. Instead it is tooling and programming languages/frameworks on top of it, where things start to fall apart when deviating from the conventional wisdom of database naming conventions.

That also happened with that client. Turned out that the two major languages/frameworks/stacks they used for all their in-house projects (as well as many external product/services), fell apart on incompatibility with the new styling/naming conventions. All internal issues, with undocumented details (lots of low-level debugging to even find the issues). I already had predicted it beforehand, saw it coming, reported it, but got ignored. Not long after, I was "let go". Maybe because of tightened budgets, maybe because several projects hit a wall (not going anywhere, in large part because of the above mentioned f#-up). I'm sure the person who original caused the situation still got royally paid, bonuses included, regardless.

Anyways, the moral of the story here is this: even if you technically could deviate from well established database naming conventions, you can get yourself in a world of hurt if you do. Also if it appears to resolve naming inconsistencies with programming languages of choice.



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