Creator discusses iterating on an agent (Opus) to improve its UI design performance, culminating in a working hill-climb approach for generating desired interfaces. The post also promotes Magic Patterns as an AI-native product/design workspace.↗

gpt-5.6-sol without hitting limits I've burned over $200,000 of tokens with gpt-5.6-sol. It's a great model. That said, it's a bit too easy to hit your limits on the $200 Codex Pro sub. OpenAI has been generous about resets, but that doesn't help you when you kill your 5 hour w…↗