Is there anything that I could do on the db level to block this?
Yes, enable the NO_ZERO_DATE mode:
SET sql_mode = 'NO_ZERO_DATE';
The behaviour is documented. Additionally, you might want to also set the mode to include NO_ZERO_IN_DATE...
Also make sure the sql_mode includes either STRICT_ALL_TABLES or STRICT_TRANS_TABLES; without these NO_ZERO_IN_DATE only give a warning, but insert still succeeds.
What is the best way to detect the existing zero values in date fields? I have about a hundred tables with 2-3 date columns each and I don't want to query them individually.
Separate columns means they have to be checked individually--nothing you can do about that.
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