Every AI coding agent today suffers from the exact same flaw: vendor amnesia.

Claude Code takes its own notes, Cursor keeps its own state, and the moment you switch CLIs or machines, everything you spent 2 hours explaining just vanishes.

Meet ai-memory (akitaonrails/ai-memory) 🧠🔄⚡

Quit Claude Code mid-task, launch Codex in the same repo, and your agent picks up right where you left off — without re-explaining the architecture or failed approaches!

Here’s why it’s brilliant:

• Cross-Agent Handoffs: Supports 20+ harnesses (Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Antigravity, Devin). Handoffs are a typed protocol claimed exactly once.

• Plain Markdown Source of Truth: Memory is a git-backed wiki of standard .md files. Open it in Obsidian, grep it, or edit by hand. No opaque vector blobs.

• Zero-LLM Default: Lifecycle hooks observe silently and search runs via SQLite FTS5 — zero API tokens or costs by default.

• Cross-Machine & Team Ready: Single self-contained Rust binary with multi-user attribution and audit logs.

Stop re-explaining your codebase to every new tool.

⭐ GitHub: https://github.com/akitaonrails/ai-memory

#opensource #devtools #aiagents #coding #rust #programming #terminal

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