Evergreen Notes: Write Notes That Compound Over Time
Most engineering notes are written once and forgotten. You capture something during a debugging session, paste it into a doc, and rediscover it two ye…
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When Four Memory Systems Hit the Same Wall
I built a knowledge graph out of my own work sessions. Hundreds of them — transcripts of me building a system with LLMs, extracted into concepts, deci…
Retrieval vs Representation in Knowledge Systems
Most modern knowledge systems optimize retrieval, and that is understandable. Search is visible, easy to demo, and feels magical when it works. Type a…