CLAUDE.md, Obsidian, Markdown Files, and Why Workarounds Don't Scale for Teams

The article says teams often use CLAUDE.md, Obsidian, or markdown folders to preserve AI context, but these work only for individuals.

As more people and tools join in, these hacks break down because they lack structure, attribution, searchability, and shared memory.

The piece contrasts static instructions with true persistent context that can move across tools like Claude Code, Cursor, and Codex.

It uses that gap to argue for Context Cloud as a purpose-built layer for structured, searchable, cross-tool team knowledge.