$ #AI-INFRASTRUCTURE
Your AI Isn’t Going Off the Rails. It Never Had Any.
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
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.
Stop Prompt Engineering. Start Building Infrastructure. Last week I opened a terminal, typed six words, and watched PAI spend the …
Connecting PAI to NotebookLM via MCP: Your Research Becomes a Live Knowledge Layer
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.
Claude Code Has Skills. PAI Has a Skill System. Here’s the Difference. There’s a word that shows up in both Claude …
RAG, Agents, and Skills: The Three Pillars Inside My Personal AI
RAG, Agents, and Skills: The Three Pillars Inside My Personal AI This site — Augmented Resilience — didn’t get built the way …