SUMMARY: Install the "hplip" software package through the software installer or "sudo eopkg it hplip"
Plugged in my HP printer to Solus through USB and the system saw the printer and added it correctly. Printing gave no errors and notified me that the print job had completed. Nothing had printed. Solution found in a thread in the forums.