Every other AI tool stays as smart as the day you bought it.

This one writes its own lessons. Scores every task. Proposes fixes to its own brain. Waits for you to tap yes on your phone.

The browser agent connects your server to your Mac over Tailscale. Claude Code SSHs in, opens real Chrome via Playwright, and controls it intelligently — reading snapshots, finding elements by semantic meaning, clicking, typing, scrolling, recovering when the UI changes. ~2 seconds per action. Not a macro. The AI reasons about every step.

Then the video skill pipeline makes it even smarter. Record yourself doing something on screen → three-pass analysis extracts every click, scroll, and navigation → the system learns that pattern as a reusable skill. Next time, the browser agent already knows how. The more you teach it, the more it can do autonomously.

131 nodes. Voice, video learning, browser intelligence, self-improvement. From a 16-agent, 41-skill production system.

Replaced a $5K/month agency. Runs on a $12 VPS.