🧪 The Experiment Begins  It started as a controlled late-night test of CrewAI and LangChain — a proof-of-concept for how autonomous AI agents could assist in applied research and compliance automation.  Each agent was powered by a fine-tuned LLM, tailored for cybersecurity engineering. Each had explicit permission controls, sandboxed within a development container. The agents could think, plan, and execute tasks — but only within the rules I set.  At least, that was the idea

A long-time requirement for any auditable process or standard has been documentation. It makes you wonder if early cave paintings quickly...

In order to answer this question, let’s examine the regulatory security requirements that may drive the need for CUI banners.  First, we...

In practice, SPA/CSP/ESP split important hairs and are often confused. Each label has crucially specific connotations for CMMC assessments.

“Most companies think they’re ready. They are not. CMMC is brutal , and the sooner businesses accept that, the better chance they have of...

According to the DoD, uploading a NIST self-assessment score is supposed to be as easy as an easy-bake pie. If you are a prime already...