Karpathy's LLM Knowledge Base SEO: I applied the pattern for 12 months and here's what I learned

The article describes applying Andrej Karpathy's LLM-driven personal knowledge base method to manage SEO research over 12 months. This approach involved using an LLM to distill raw sources into structured markdown wiki pages within an Obsidian vault, avoiding SaaS lock-in and vector databases.