One File, One Metric, Five Minutes — How Constraints Unlock AI's Creative Potential
When the AI industry races to add more tools and autonomy, Karpathy did the opposite — and ran 100 experiments in one night. The deepest lesson isn't technical.
Grimoire
Long-form analysis at the intersection of AI and life sciences — all spells, sorted by time.
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30 Lines of Code, 500 Zero-Days: When AI Becomes the Ultimate Hacker
## Opening: An Invisible Threat In late 2024, Nicholas Carlini, a security researcher at Google DeepMind, published findings that shattered industry assumption
Claude Code Alchemy: 7 Steps to Transform Your AI Coding Assistant from 'Works' to 'Works Well'
Seven concrete steps—from CLAUDE.md to Hooks to AutoResearch—to transform Claude Code from a generic tool into a personalized development partner.
Your First AI Agent: A Survival Guide from "What the Heck is an Agent" to "It Actually Works"
## Opening: Why You're Stuck LinkedIn is flooded with people saying "I built an AI agent that...". You decide to follow a tutorial. You fall into the LangChain
Why Your AI Assistant Forgets Everything: The Brutal Evolution of Three Engineering Paradigms
# Why Your AI Assistant Forgets Everything: The Brutal Evolution of Three Engineering Paradigms > **TL;DR**: Your carefully trained AI forgets you the instant
Stop Blaming AI for Being Dumb — Your Agent Doesn't Need a Bigger Brain, It Needs an Operating System
Why do AI Agents always crash on long-running tasks? The answer isn't in the model—it's in "harness engineering," the operating system for Agents.