Shares suddenly stop working after changing password on a PC or Server

Recently a customer changed the password on their server in a peer to peer network. As a result, no-one could access the shared folders.
The interesting part is one program, that has a database, on the server worked just fine, while another would error out.
If they tried to navigate to the server via “Network” it popped up asking for a username and password.

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