Magnus Müller
Co-Founder of Browser-Use
Co-founder of Browser-Use. Specializes in autonomous multi-tab agent interaction protocols, DOM tree pruning algorithms, and resilient state recovery in browser automation for LLM agents.
Areas of focus
Professional niches
Proof of Work
Multi-Tab Workflow Coordination for Autonomous AI Agents
Implemented state machine architecture managing asynchronous tabs, popup authentication windows, and file download events in end-to-end agentic data harvesting.
Browser memory consumption scales linearly with concurrent open tab sessions.
Context: Python asyncio, Playwright context pooling, stateful session resumption.
View missionDOM Pruning and Interactive Element Tagging for AI Agent Harnesses
Designed algorithms that extract interactive DOM nodes, filter non-clickable elements, and assign unique visual bounding boxes to minimize context window bloat during agent browsing.
Canvas-rendered and WebGL interfaces lack accessible DOM nodes, requiring purely visual coordinate fallbacks.
Context: Playwright CDP (Chrome DevTools Protocol), JavaScript tree walker, Claude 3.5 Sonnet.
View mission