AI Agents &
Automation
Practical guides to building intelligent systems. No hype, just working solutions.
Latest Articles
View all →Claude Mythos and the Cybersecurity AI Hype: What's Real, What's Not
Anthropic claims their new AI can hack any major operating system. I dug into the technical details to separate the breakthrough from the marketing spin.
512K Lines of AI Agent Code: What the Claude Code Leak Revealed
Anthropic accidentally shipped their source code via npm. Here's what 512,000 lines tell us about how AI coding agents really work.
The AI Reckoning: What the Builders Are Warning Us About
The people building AGI are also its loudest voices on risk. Here's what they're actually saying—and why you should pay attention.
Agent Memory Systems: How AI Agents Remember
A practical guide to giving AI agents memory—from simple conversation history to sophisticated retrieval systems that actually work.
OpenClaw: The Promise and Peril of a Personal AI Gateway
OpenClaw puts an AI agent in your pocket via WhatsApp, Telegram, and Discord. I've been running it for months. Here's what actually happens when you give an AI access to your life.
Prompt Injection & Agent Security: How AI Systems Get Exploited
Your agent can be tricked into ignoring instructions, leaking data, and taking unauthorized actions. Here's how attacks work and how to defend against them.
RAG Done Right: Why Most Retrieval Systems Disappoint (And How to Fix Yours)
Chunking, embeddings, retrieval, reranking—here's what actually matters when building RAG systems that work.
LLM Judges: How the Industry Evaluates AI with AI
Human evaluation doesn't scale. Here's how companies use language models to judge other language models—and how you can too.
MCP (Model Context Protocol): The Quiet Revolution in AI Agents
Anthropic's new protocol might standardize how AI agents connect to tools. Here's why that matters more than it sounds.
Running AI Agents Locally: The Complete Guide to Privacy, Speed, and Cost
I moved my agents from cloud APIs to local hardware. Here's everything I learned about when it works, when it doesn't, and how to do it right.
Build Your First AI Agent in 30 Minutes (No Code Required)
A step-by-step tutorial to create a working AI agent using OpenAI GPTs. You'll have something useful by the end of this article.
What Are AI Agents? A Practical Guide
Cut through the hype. Learn what AI agents actually are, how they work, and when you should (and shouldn't) use them.
Why AI Vagabond?
I wander through the AI frontier so you don't have to get lost. Every tutorial is tested, every comparison is based on real usage, and every guide is written to be practical—not promotional.
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