Ask HN: Source code analysis for non-coders

As a network, infrastructure, and cloud security engineer I have developed a strong skill set in these areas. One area I have neglected though is code analysis.

As I don't have a CS degree or come from that background, I have next to zero coding knowledge (I do have basic scripting in Python, bash).

This is coming up more often in interviews, so I would like to create a set of tools to use for that without becoming a 'coding expert'.

How can I streamline this? What processes and tools have others seen used in the wild to perform similar work?