Compound Engineering Make your AI agent learn automatically. Extract learnings from sessions, update memory files, and compound knowledge over time. The idea : Your agent reviews its own work, extracts patterns and lessons, and updates its instructions. Tomorrow's agent is smarter than today's. --- Quick Start --- How It Works The Compound Loop What Gets Extracted - Patterns : Recurring approaches that worked - Gotchas : Things that failed or caused issues - Preferences : User preferences discovered - Decisions : Key decisions and their reasoning - TODOs : Unfinished items to remember --- Cla…