Tell me what metric you optimize and I'll tell you what code you get
I used Karpathy's autoresearch concept to let an AI agent autonomously improve a Swift project's architecture. 40 commits later, each metric tells a different story.
iOS developer with 15+ years of experience building mobile applications. I specialize in native iOS development, system design, and exploring how AI and LLMs are transforming software development.
Every commit lands on GitHub for you to fork & remix.
I used Karpathy's autoresearch concept to let an AI agent autonomously improve a Swift project's architecture. 40 commits later, each metric tells a different story.
What Symphony Mac is, why it draws from OpenAI Symphony, and how it organizes implementation, review, testing, and merge around real GitHub issues.
What happens when an AI agent lives in every channel you use? It stops being an assistant and becomes your digital membrane — filtering, acting, and protecting your most scarce resource: attention.