These tips are not exclusive for shared hosting but it's particularly important to keep an eye on some settings on shared hosting because there are some limitations that can be very restrictive. On shared hosting you do not have access to the server configuration (of course, since it's shared) and you certainly have a limited database size and limited simultaneous connections to that database. I will cover these issues and some other useful stuff you might want to do while you're at it.
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