Agent Kernel – Three Markdown files that make any AI agent stateful
File-based state management beats vector databases for most local AI coding workflows.

Three markdown files and git replace databases for AI agent memory.
Developers building or using AI coding agents
Mem0 · LangChain Memory · Cursor Projects
File-based state management beats vector databases for most local AI coding workflows.
Git repo as versioned agent memory — no database, just markdown files.
Uses AGENTS.md convention to give agents memory with zero infrastructure overhead.
Treats Markdown files as a database so fresh agents don't need to read 70k token chat logs.
Stores agent state in Markdown files for full Git history and auditability.
Three-way merge for docs is clever, but Notion and GitBook already own collaborative editing.