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-# LLM Notes Folder
-
-This folder is for comprehensive notes taken by AI agents after each major change to the codebase.
-
-## Purpose
-- Document learnings, insights, and decisions made during development
-- Track architectural changes, bug fixes, and feature implementations
-- Provide context for future agents or developers
-- Maintain a knowledge base of the project's evolution
-
-## Guidelines for Agents
-- Create a new markdown file for each major change (e.g., `2025-01-07-feature-x.md`)
-- Include: what was changed, why, challenges faced, solutions, and lessons learned
-- Be thorough but concise; aim for 200-500 words per note
-- Use consistent naming: `YYYY-MM-DD-brief-description.md`
-- Reference related files, commits, or issues
-
-## Template
-```
-# [Change Title]
-
-## Summary
-Brief overview of the change.
-
-## What Was Changed
-Detailed description of modifications.
-
-## Why This Change
-Rationale and benefits.
-
-## Challenges & Solutions
-Problems encountered and how they were resolved.
-
-## Learnings
-Key insights, best practices discovered, or future considerations.
-
-## Related
-- Files: list
-- Commits: hash
-- Issues: links
-```
-\ No newline at end of file