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Your AI Agent Can't Log Into Anything. Here's How the Industry Is Fixing It.
A map of how the browser-automation industry has converged on auth, context cost, and fragility solutions for AI agents. The production patterns that separate working systems from demos.

Your AI Has Amnesia. Here's Every System Built to Fix It.
LLMs lose everything when a conversation ends. Here is a complete map of every system built to fix it, with what each one wins at and where it falls short.

Introducing Living UI: apps that you and your agent use together
CraftBot builds a tool, runs it, and uses it with you. You click buttons and read charts. It calls the app's API. Here is exactly how that works.

From Vibe-Coding to Vibe-Operating: A New Way of Running Your Business
Vibe-operating builds on vibe-coding but applies it to running a company. You describe business outcomes, and AI executes them.
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