Developer proposes simple Markdown-based system to solve LLM memory limitations without code

Solution uses two Markdown files to enable continual learning when new data arrives continuously at low cost

Implements a semantic filesystem allowing LLMs to search and retrieve information via shell commands

Currently in scrappy v1 stage but reportedly outperforms other approaches the developer has tested

Requires no programming—entirely based on Markdown file structure for simplicity