@atxnas: Every security engineer needs to build out a toolkit that they can master and use in any situation. Not the ones on a certification syllabus. Not the ones your company bought because a vendor had a good sales pitch. The ones that actually work in real environments, under real pressure, against real threats. These are the 10 open-source tools I keep coming back to. From catching vulnerabilities at the code level before they ever hit prod, to red teaming your AI models for weaknesses you didn’t even know existed, this is the stack that makes attackers’ lives harder. Save this. Come back to this list. Try the tools, get hands on with them. Your future self will thank you. #cybersecurity #ai #code #coding #cloud