Claude Code, AI-native engineering, and building the future with LLMs.
AI
The Context Wall, applied to life. I turned diary, finances, work notes, meetings, and years of emails into a queryable knowledge base that Claude Code drives in plain English. The full blueprint: refactor, ingestion, daemon, autonomous operation.
AI
Where you store your knowledge base matters as much as what’s in it. For multi-repo and collaborative projects, you need a cockpit — a private command center that orchestrates everything.
AI
You solved the reading problem. Now solve the writing problem. Andrej Karpathy’s LLM Wiki pattern lets your AI agent maintain your knowledge base — so you never edit ctx.md again.
AI
Your AI context file works perfectly — until it doesn't. Here's when to upgrade from a single markdown file to QMD, and exactly how to do it.
AI
Everyone will learn to orchestrate AI agents. The differentiator isn't the workflow — it's what you feed into it.
AI
It can reverse-engineer binaries and find 27-year-old bugs. It cannot reliably tell you what day of the week it is. A field guide to AI's blind spots — and why each one exists.
AI
Your team's reaction to your output reveals everything. If they're surprised by your velocity, they're not AI-native yet. If they doubt your quality — that's the gift that makes your workflow bulletproof.
AI
AI writes the code. Deterministic code verifies the AI. No hallucinations, no hand-waving — just assertions that pass or fail. The development loop that makes everything else sustainable.
AI
Anthropic built an AI that found a 27-year-old bug in OpenBSD, exploited the Linux kernel autonomously, and reverse-engineered closed-source binaries. Then they decided not to release it.
AI
One engineer with AI agents is outproducing entire teams. Not because the engineer is special — because the coordination overhead is gone.
AI
Your calendar is full. Your terminal is empty. In the AI era, every meeting that should have been text is an hour of building you'll never get back.
AI
Claude Code just learned to see your screen and control your Mac. I set it up, tested it live, and here's the complete breakdown — what works and what doesn't.