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
All articles
Can AI Do Research Independently? The AI Scientist-v2 Report Card
The headline grabbed everyone's attention: an AI system autonomously produced a research paper that passed peer review. No human intervention. Full pipeline — f
The Hidden Backdoor in Your AI Toolchain: A 2026 Supply Chain Attack Chronicle
Three hours. That's all the window a threat actor needed.On March 24, 2026, a group called TeamPCP uploaded two tampered versions of litellm — a widely used Pyt
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.
The AI Agent Self-Healing Playbook: How Sentinel Mechanisms Stop Silent Failures
There's an old saying in software engineering: the hardest bug to fix isn't the one that crashes the system — it's the one that lets the system look like it's
Memory Isn't a Plugin — It's the Harness: Why Your AI Agent Keeps Forgetting
The model needs the body. A brain without a harness is just floating.Imagine a superintelligent brain floating in a nutrient tank. It can reason, write poetry