Profile Manager backup size growing quickly

Over the past 2 weeks Profile Manager (or PostgreSQL) has been creating backup files at a very high rate (in total more than 800 backups since March 30th). Each of these backup files are 16.7 MB in size  (by now more than 14GB in total) and have this format '000000010000000x000000nn' (with x a capital character and nn a hexdecimal sequential number). The location of the backups is: /Library/Server/ProfileManager/Data/backup.
Questions:
What purpose do these backups serve?
Is something wrong (since it only started 2 weeks ago)?
Can I stop it?
Can I delete older ones safely?
What changed recently on my server:
Installed Server 3.1 (March 22nd) and Server 3.1.1 (April 4th)
Renewed my server certificate (was about to expire April 25yj so warnings since March 26th or 27th)
I did make some changes to profiles March 22nd. Also enrolled a new device
Thanks for the help

The files are created by PostGreSQL and contain WAL (write-ahead-logging) data. It's still not clear why these files should be growing at more than 33 MB a day.
Why is there no snapshot of the database taken, past WAL files deleted and new ones started every day/week/month? Can I do this myself? I'm now wasting 16GB of storage as an inefficient backup for PostgreSQL.

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    > LoadModule xsendfile_module libexec/apache2/mod_xsendfile.so
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