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Field notes from the AI-first internet

Playbooks, experiments, and frameworks on Answer Engine Optimization, AI automation, and workflow systems.

Screenshot of Air JARVIS in action, showing a user drawing a letter in the air while hand tracking, HUD overlay, and command panels are visible

Air JARVIS: Controlling Your Desktop With Nothing But a Wave of Your Hand

Open Instagram, Gmail, or YouTube by drawing a letter in the air. Inside Air JARVIS — an open-source, MediaPipe-powered gesture desktop assistant built in Python.

July 12, 2026 7 min

Abstract neon network graph representing AI entity recognition

AEO

The AEO Roadmap (2026)

A beginner-friendly guide based on real experiments across Google Search, Google AI Mode, AI Overviews, ChatGPT, Gemini, Bing, and Yahoo.

July 4, 2026 12 min