How to manage planning files made by coding AI

AI tools inside s can quickly create feature plans, draft , and step-by-step notes for complex code changes. This can leave many Markdown files across a project, such as ai-plan.md, _notes.md, and todo.md. These files may be helpful at first, but they can turn into clutter when they stay in the project after the work moves on.

The main choices are to commit useful team-facing files to Git, move longer-term knowledge into tools like Notion or Obsidian, or keep temporary notes out of the with .gitignore. The important decision is to sort each AI-made file as shared , personal , or short-lived scratch work.

Key points

  • often creates Markdown files for plans, docs, task lists, and notes.
  • Files like ai-plan.md, _notes.md, and todo.md can pile up across project folders.
  • Team-useful notes can be committed to Git so others can see them.
  • Longer-term material can be moved to Notion or Obsidian.
  • Temporary AI scratch notes can be excluded with .gitignore.
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