Your AI Isn’t Going Off the Rails. It Never Had Any. The most common complaint I hear from people using AI is some version …

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 …

Stop Prompt Engineering. Start Building Infrastructure. Last week I opened a terminal, typed six words, and watched PAI spend the …

Speed Is the Feature. Unexamined Speed Is the Liability. One of the most impressive things about using AI to write code is how …

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 …

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 …