Agent Kernel – Three Markdown files that make any AI agent stateful
Three markdown files and git replace databases for AI agent memory.

Uses AGENTS.md convention to give agents memory with zero infrastructure overhead.
Developers using AI coding agents like Cursor, Claude Code, or Windsurf
Mem0 · LangChain Memory · CrewAI Memory
Three markdown files and git replace databases for AI agent memory.
File-based state management beats vector databases for most local AI coding workflows.
Git repo as versioned agent memory — no database, just markdown files.
Git-verified memory ledger beats vague agent context files.
Drops autonomous experimentation into Cursor without installing new frameworks or complex agents.
Three-way merge for docs is clever, but Notion and GitBook already own collaborative editing.