200 Lines of Code, 28 Days, 32,000 Lines: An AI Self-Evolution Experiment
A developer named Yuanhao wrote 200 lines of Rust code. He gave it a single instruction: "Evolve into something that can compete with Claude Code." Then he most
Open →The AI Arms Race Winner Won't Be the One With the Best Model — How Harness Became the Real Moat
In 2026, the decisive advantage in the AI industry is shifting: LangChain jumped 25 ranks on TerminalBench by changing only its Harness, OpenAI launched a $14B deployment company, and NousResearch went from 8 followers to a $1B valuation. This article dissects how model-external engineering is becoming the new center of power.
Open →Claude Code: The Complete Beginner's Guide to an AI Agent That Goes Beyond Chatbots
Claude Code is Anthropic's terminal-based AI agent that reads and writes files, runs shell commands, and remembers your preferences across sessions. This guide breaks down how it differs from chatbots and walks through three real workflow transformations.
Open →From Prompt Engineering to System Engineering: Three Paradigm Shifts in AI Workflows
The early days of mainstream AI use had a particular competitive currency: prompt quality. Who could write the most precise, most creative, most effective instr
Open →Viagra for Dementia and the Fiber Myth: The Health Facts You Only Half Understand
A blue pill that might protect your brain, and a fiber classification system that's been misleading you for decades. Two stories about how oversimplified categories can steer us wrong.
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