Autobrowse: The Mythos moment for Browser Agents is here

TL;DR Browser agents have an amnesia problem. They re-discover every site from scratch on every run, paying the full discovery tax forever. Autobrowse fixes that by letting an agent iterate on a real task until it converges, then graduating the winning approach into a durable, reusable skill. That skill is memory the next agent, teammate, or customer can pick up and run without “re-learning” what's already been learned.

Huge credit to @_

How To Transform Claude Code Into A Self-Evolving System [FULL GUIDE]

The future of AI is about self-evolution in every step.

Agents are now evolving themselves. Tons of research are being shared on the benefits of self-evolving systems from every