Understand → build → secure. This is stage two.
The leap from using AI to building with it is the difference between asking a tool for answers and engineering a system that produces them on its own.
Infrastructure is the technical track: my Personal AI Infrastructure (PAI), agents and skills, retrieval and vector search, document pipelines, and the real projects behind them — knowledge bases, converters, automations I actually run. Expect architecture, trade-offs, and working code, not demos.
New to all this? The Foundations track builds the groundwork first. And once a system is built, the next question is whether it holds up — that is GRC for AI , where I audit these same builds against real frameworks.
Twenty-nine days ago I had never owned a machine on Hack The Box. In a month I hit Hacker rank. In the same window of time, I …
As I was going through the deeplearning.ai Agentic AI course, Andrew Ng put a loop on the screen: build a quick prototype, run …
When My Own Tool Couldn’t Handle My Work The error message was easy to dismiss: RapidOCR returned empty result!. It appeared …
If a Script Can Do It, Don’t Ask the LLM When your AI system is spending inference tokens to parse date fields, strip PDF …
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Speed Is the Feature. Unexamined Speed Is the Liability. One of the most impressive things about using AI to write code is how …
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The Promise I Made to Myself In my last post about building the PDF to Markdown converter , I listed some “what’s …
The Problem With Security Books I have a lot of cybersecurity books. PDFs from Humble Bundles, O’Reilly downloads, books …
Connecting PAI to NotebookLM via MCP: Your Research Becomes a Live Knowledge Layer I’ve been using Google’s NotebookLM …
Claude Code Has Skills. PAI Has a Skill System. Here’s the Difference. There’s a word that shows up in both Claude …
The Problem: AI Conferences Are Everywhere and Nowhere If you’ve ever tried to find a comprehensive list of upcoming AI …
RAG, Agents, and Skills: The Three Pillars Inside My Personal AI This site — Augmented Resilience — didn’t get built the way …
The Problem: PDFs Are Knowledge Prisons You know that feeling when you download a brilliant research paper, only to realize you …
I recently deployed my Hugo blog to Namecheap shared hosting, using Obsidian as my content editor and Claude Code with PAI …