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Six anchor essays to understand agentic AI: orchestration, protocol layers, and what happens when software starts acting.

The Great Cognitive Handoff: How AI-Assisted Development is Rewiring Civilization

The Great Cognitive Handoff: How AI-Assisted Development is Rewiring Civilization

Your IDE just became a Formula 1 car and your brain became the driver. We're witnessing the first large-scale cognitive handoff between human and artificial intelligence—and it's changing how our entire civilization processes information.

The AI Stack Paradox: Why Tool Polygamy is Killing Your Build Velocity

Every week brings another game-changing AI model. Stop chasing 2% improvements while ignoring 200% gains hiding in deep tool mastery. Here is the framework for making AI stack decisions that actually scale.

Meta-Learning Eats Itself: When AI Tools Train on Their Own Usage

Meta-Learning Eats Itself: When AI Tools Train on Their Own Usage

Claude Code learning from every "You're absolutely right!" moment could push dev tools from 1.2-5x productivity gains to genuine 10x++ multipliers. Recursive self-improvement through usage patterns changes everything.

Model Context Protocol (MCP): How AI Agents Will Transform Messaging in 2025

Model Context Protocol (MCP): How AI Agents Will Transform Messaging in 2025

Why MCP is the most important AI infrastructure you've never heard of. The 5 layers reshaping WhatsApp, Messenger, and human communication through AI agents.

The Cold Swarm: Why Your AI-Personalized Pitch Is Dead on Arrival

The Cold Swarm: Why Your AI-Personalized Pitch Is Dead on Arrival

AI-generated cold emails are flooding inboxes at unprecedented scale. Here is why the uncanny valley of artificial personalization is destroying professional communication—and the two survival strategies that still work.

AI Agent Creates Information Fractal: First Contact with Manly P. Hall Desktop

AI Agent Creates Information Fractal: First Contact with Manly P. Hall Desktop

Anthropic's Imagine with Claude generated a desktop environment about occultist Manly P. Hall. What emerged wasn't just an interface—it was a living organism that snooped my curiosity, anticipated my questions, and made the computer disappear. Also: why I'm building an open-source version outside proprietary walls.

Agentic AI systems and orchestration—how software that acts reshapes products, workflows, and human communication.

Agentic AI