A system is disclosed for automatic retrieval and analysis of PLC code including at least one code disassembler configured to receive, via one or more passive or active scanners connected to an automation network, compiled code configured for execution on one or more devices of the automation network, the at least one code disassembler automatically disassembling the compiled code into program code. The system including an analyzing component configured to receive the program code from the code disassembler and to automatically analyze the program code for errors. The system including an alerting component configured to receive one or more detected errors from the analyzing component and to communicate or store the one or more detected errors.