# Compared

One page per system the maintainers compared Bee Box against: what's similar, what differs, what Bee Box borrowed.

- [agent-zero.md](https://beebox.run/docs/compared/agent-zero.md): Agent Zero gives an agent its own Linux desktop and lets it rewrite its own instructions live; Bee Box keeps the human's own directory as the boundary.
- [goose.md](https://beebox.run/docs/compared/goose.md): Goose is Block's production-shaped general local agent with verified-completion recipes; Bee Box is a personal assistant built on records, not tasks.
- [gstack.md](https://beebox.run/docs/compared/gstack.md): gstack is a library of Claude Code slash-command skills for software engineering, not a personal assistant; Bee Box borrowed a few of its process ideas.
- [hermes.md](https://beebox.run/docs/compared/hermes.md): Hermes Agent teaches itself by patching its own skill files and searching its full chat history; Bee Box routes durable change through typed cards and git.
- [khoj.md](https://beebox.run/docs/compared/khoj.md): Khoj is a commercial chat-over-your-notes product with genuine two-way Obsidian editing; Bee Box is a self-hosted personal assistant built on typed records.
- [letta.md](https://beebox.run/docs/compared/letta.md): Letta is a stateful-agent server framework whose newest memory design converged on files and git; Bee Box was built that way from the start.
- [nanobot.md](https://beebox.run/docs/compared/nanobot.md): nanobot is a minimal personal agent whose own retrieval-research authors chose plain markdown over embeddings, matching a bet Bee Box already made.
- [openclaw.md](https://beebox.run/docs/compared/openclaw.md): OpenClaw is a chat-first, multi-channel assistant gateway; Bee Box is cards-first, with rules enforced in code rather than in prompts.
- [other-systems-scouted.md](https://beebox.run/docs/compared/other-systems-scouted.md): One system the maintainers scouted but judged too thin, or not a real alternative, for its own comparison page.
- [pai.md](https://beebox.run/docs/compared/pai.md): PAI (Daniel Miessler) is a doctrine-driven personal assistant built as Claude Code prompts and hooks; Bee Box enforces the same kind of pipeline in code.