Aug 2, 2026 17 min readThe Practical Second Brain: Building an LLM-Operated Markdown Knowledge Graph A hands-on guide to the files, schemas, workflows, governance, and maintenance routines behind an AI-assisted second brain. aiai agentsllmknowledge management