Self-Learning Loop

30 seconds after every solve. Stop fixing the same problem twice.

The Problem

Every problem you solve either dies with this session or becomes permanent infrastructure. Most of them die. The pattern you caught this morning will catch you again next week — from scratch — because nothing extracted the lesson.

The Solution

This course covers the in-house architecture that closes the loop — extracting lessons the moment they happen so your system gets smarter with every session instead of starting from the same baseline.

You will: extract one lesson from your last hard solve and file it where the next session will find it.