Don't run vulnerability scans on your code without a harness
An LLM can find vulnerabilities, but it cannot know your risk appetite. A harness is the layer where your guardrails, PII rules, budget limits and data formats become enforceable.
Security
Scanning a Website Protected by a Web Application Firewall
How vulnerability scanners behave when WAFs/IPSs are deployed between the scanner and the server.
Check if HDD is Really Zeroed
How to verify that a hard drive has been fully zeroed.