Cross-Platform Sync: One Memory System Across Claude/Copilot/agy

How to share a single AI Agent memory across Claude Code, GitHub Copilot CLI, and Antigravity CLI (agy). Comparison of entry configs, @import mechanisms, and cross-platform injection strategies.

Senescent Cells Get ID Cards: How We Finally Started Counting Them in the Human Body — and Why Wiping Them All Out Is a Bad Idea

Senescent cells have been the bad neighbor of aging biology for nearly two decades. Three 2026 papers flip the question: before we rush to clear them, do we even know what they are? Turns out we barely did — and now that we're learning, the picture is far less black and white.

Three free resource pages added; broken lead-magnet links fixed

• Added three free, print-friendly reference pages under /resources/: the Researcher's AI Toolkit (five workflows), the AI Agent Memory System Blueprint, and the CLAUDE.md Configuration Template
• These resolve previously broken (404) lead-magnet links in the Researcher AI Survival Guide series and the Claude Code masterclass articles
• Each page is a self-contained cheat sheet — no signup and no download required; bookmark or print to keep it handy

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

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.