What workflows and tools can I use to verify, sanitize, and secure code that has been generated by large language models?

We ask the same underlying question in different ways.

• What workflows and tools can I use to verify, sanitize, and secure code that has been generated by large language models?
• How can I safely integrate AI-generated code into my codebase? I'm looking for workflows or security tools to validate and clean it first.
• I'm using large language models to write code, but I need to make sure it's safe. What workflows or tools should I implement to verify, sanitize, and secure this output?