Apr 4
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One model is not enough for code reviews. I run two flagship AI models in parallel and they find completely different issues every time. I went from GitHub Copilot reviews that misfired constantly, to Claude Code GitHub Action at $50/day across teams, to running Claude Opus and GPT 5.4 locally on a gaming handheld. The whole setup costs $20/month for the OpenAI subscription plus my existing Claude Code Max plan. In this video I walk through every step of that journey — what worked, what didn't, and how I ended up with a fully autonomous review system that checks GitHub every 30 minutes, posts dual-model reviews, and takes commands from Telegram. ⏱️ TIMESTAMPS 0:00 Introduction 0:44 GitHub Copilot Reviews 1:12 Claude Code GitHub Action 2:15 Scaling Problems — Speed and Cost 3:13 Going Local with Opus 3:50 Adding GPT 5.4 4:14 Dual Model Reviews 5:19 OpenClaw and the Gaming Handheld 6:33 The Current Setup 7:44 Takeaway 🔗 LINKS & RESOURCES Claude Code GitHub Action (Dedicated Video) https://www.youtube.com/watch?v=R1MvBwoyHxw OpenAI Platform https://platform.openai.com Join the Discord Community https://discord.gg/PKgAUuGnGG Follow on X/Twitter https://x.com/thegraytcat 🐱 THE GRAY CAT AI meets code. Building next-generation software with modern AI tooling. Covering AI IDEs, Claude Code, MCP integrations, and TypeScript/Node.js development. New videos every week. Subscribe and hit the bell!