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I gave Antigravity and Codex 5.4 the exact same prompt: build a full-stack competitive intelligence app from scratch using Supabase, Firecrawl, and Vercel - then deploy it live. Then I had Claude Opus judge both codebases to decide who actually won. Timestamps: 0:00 - Results Preview 0:31 - Test Setup: Codex 5.4 vs Gemini 3.1 Pro 2:38 - Atlas Framework Skill Breakdown 4:29 - Gemini's Architecture Phase 7:22 - Codex MCP Problems & UX Comparison 11:07 - Gemini Finishes First (15 min) 13:56 - Codex Still Building at 50 Minutes 15:45 - Codex App First Look 16:13 - Gemini App First Look (Deployment Fail) 20:30 - Backend Verdict: Claude Judges Both 23:10 - Live Testing: Does It Actually Work? 27:34 - The Takeaways: Context Engineering What to watch next: Build an AI OS - • I Built an AI Operating System in Claude C... Claude Skills 2.0: • Claude Code Skills Just Changed Forever Claude + NotebookLM: • NotebookLM just got 10X better (Claude Code) -- Work with me: 🚀 Learn to build anything → https://tinyurl.com/aitransformationa... 🤝 Ready to transform your business? Let's talk: https://bit.ly/3TinLo5 💡 Add me on LinkedIn - / mansel-scheffel [ABOUT ME] If you're new here — I'm Mansel. In 2010, I left South Africa with nothing but a laptop and a digital piano. I taught myself IT, broke into cybersecurity in London, and built two consulting businesses - one in cyber, one in cloud - scaling solo to $52K+/month. Today, I run atomicOps, an AI consultancy based in New York where we help mid-market companies turn AI chaos into scalable systems as a transformation partner. I also help aspiring AI builders deploy their own AI Workflows, Apps or AI Operating System in 30 days in my community