I Compiled 55 Days of Screen Activity Into Episodic Memory for My AI Agent | HackerNoon

Executive Summary

My agent had no idea what I did all day. I compiled 55 days of screen capture into episodic memory it can read: 88x fewer tokens, 68ms per day, no LLM.