I Built a Team of Self-Improving AI Agents (opus 5.5)

Duncan Rogoff | Learn Claude Code
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Master Claude Code in 45 Days + all my resources. Only $9. ๐Ÿ‘‰ https://www.skool.com/claudecodeclub Summary โคต๏ธ I built self-improving AI agents with Claude Code that run on a schedule while I sleep, grade their own work, and write new rules so every night starts better than the last. Here's the exact learning loop I use for web pages, Instagram Reels, long-form video, and Substack writing. ๐Ÿ‘‡ GET THE FREE SELF-IMPROVING AGENTS GUIDE + PROMPTS ๐Ÿ‘‡ https://www.claudecodeclub.ai/free-resources/self-improving-ai-agent-claude-code โฑ๏ธ Video Timestamps: 00:00 - What Is a Self-Improving Agent 00:41 - Agents That Work Overnight 01:13 - Karpathy's Autoresearch Explained 02:55 - The Learning Loop for Content 04:01 - How to Automate Web Pages 05:28 - Training the Agent's Taste 07:28 - How to Score Design Quality 10:04 - One Focus Area Per Night 10:41 - Agents Writing Their Own Rules 11:04 - Self-Improving Instagram Reels 12:27 - Long-Form Video Next 13:01 - How to Add Feedback Docs 14:03 - Self-Improving Substack Writing 15:08 - Final Thoughts

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