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In this video we talk about Cursor’s experiment where they gave GPT-5.2 a full week to build a browser completely from scratch, how it slowly starts rendering HTML through iteration, and why it still ends up buggy and incomplete (no full CSS support like modern browsers). We also get into the wild reality of scale, like the claim of roughly 3 million lines of code generated, and why that changes how people treat code when it can be produced and discarded so fast. Then we zoom out into what Cursor learned about multi-agent work: planners needing to wake up when tasks complete, agents running too long, and the need for periodic fresh starts to fight drift and tunnel vision. That leads directly into the comparison with the Ralph Wiggum idea from the other video, where the whole approach is about escaping context buildup rather than managing it. If you’re watching the AI IDE space closely, this is one of those moments where you can feel the paradigm shifting: smaller teams doing bigger work, and the real bottleneck moving from typing speed to orchestration and decision-making. — Article: https://cursor.com/blog/scaling-agents — TIMESTAMPS: 00:00 Cursor’s AI Browser 00:44 It Renders HTML, Kinda 01:10 3M Lines of Code 01:33 Multi-Agent Coordination 02:43 Drift and Tunnel Vision 03:40 Scale With More Agents? 04:33 Ralph vs Cursor Approach 05:40 Parallel vs Linear Work 06:12 One-Person Company Idea 06:43 Meeseeks vs Ralph 07:01 Command AI Live Show — Unlock the full potential of your online presence with Kabarza and Samuel—experts in web design and development (respectively), powered by cutting-edge AI solutions. We blend creative design with advanced tech to deliver smart, high-impact websites that stand out. Ready to elevate your business? Contact us today and see what AI-driven innovation can do for you! LINKS & RESOURCES: Check out Kabarza's amazing work: https://kabarza.com Visit Samuel's website for more: https://samuelgregory.co.uk 📷 Follow on Instagram: / cmdaishow — HASHTAGS: #CursorAI #AICoding #AutonomousAgents #SoftwareEngineering #BrowserDev #ai #podcast #aidesign #aidevelopment #vibecoding #webdesign #webdevelopment #ainews #webnews #designnews #devnews #cursor #ralphwiggum