AI Usage Disclaimer

About This Blog’s Development

This entire blog has been “vibe-coded”· built with a focus on functionality rather than perfect technical implementation. I am a human who would rather spend time with family and friends, or reading about AI, InfoSec, science fiction, and playing video games, than focusing on a pixel perfect blog design. I do however believe in being transparent about the tools and methods used in creating this platform.

AI Enhancement Policy

Content Creation: While all ideas, topics, research directions, and core insights on this blog originate from my own searches, discoveries, and understanding, I do use Large Language Models (LLMs) to improve the presentation and clarity of my content.

My Approach: I leverage AI tools purely for efficiency to help articulate my thoughts more clearly, improve readability, and ensure comprehensive coverage of topics I’ve already researched and understood.

What Remains Human:

What AI Assists With:

Transparency Commitment

I believe in being honest about the tools I use while maintaining the authenticity of my expertise and insights. AI can be an efficiency tool if utilized correctly.

The knowledge, analysis, and perspectives shared here remain fundamentally my own; AI simply helps me communicate them more effectively.


This disclaimer reflects my commitment to transparency while embracing tools that make me more productive and effective in sharing knowledge.