The Self-Learning Loop

Make hard lessons survive the session. Take one real solve, route it into the right file in thirty seconds, and install the loop that catches the next one.

The Problem

Most lessons evaporate because they are understood but not routed. A solve that stays in chat is a solve you will pay for again.

The Solution

This workshop closes Level 5 by routing one real hard solve into durable infrastructure. The habit is small: thirty seconds after the solve, write the lesson where the next session can find it.

You will: study the concept, bring or inspect one real artifact, run the workshop exercise, and leave with a postmortem-backed guardrail.