This is a follow-up post about the next layer of knowledge consolidation in ENGRAM Knowledge Hub. Ingestion of Claude Code sessions into the Knowledge Hub allowed me to close the gap between what I researched and planned and what I actually built, including the changes, feature design enhancements, and pivots that often happen during development.