4. Open WebUI: ChatGPT UI that runs offline with Ollama 5. PostHog: open-source analytics + replay + flags 6. Stable Diffusion WebUI: AI art on your own GPU

5. MetaGPT -- simulates a whole software company as agents. 6. Mem0 -- persistent memory layer. Fixes what agents forget.

1. n8n — 400+ integrations, self-hosted automation. Zapier who? 2. Open WebUI — ChatGPT interface for local LLMs. Works offline. 3. Supabase — open-source Firebase. Postgres + auth + storage.

一个值得讨论的矛盾： 自部署方案（如 OpenClaw、Hermes）技术上很出色，但每个用户每天只有几十条 Agent 执行，信号太稀疏。 Consumer Product（如 LobeHub）每天上万次执行，Error 样本按分钟级积累。 一个 bug 上午触发、中午被巡检发现、下午就修复上线——反馈闭环的速度，直接决定了 Self-Evolving 能进化到什么程度。…

Numbers that make this real: - 76K GitHub stars - 6M+ open source users - 292K+ skills in the marketplace - 55K+ MCP servers natively integrated - 50%+ cheaper than Manus or Claude Cowork - Fully…

又有人提 PR 把整个项目给改成自己的了。6

我已经在用 LobeHub 帮我解决一些 Issue 了 甚至模型还是 deekseek v4 😃 两轮对话，我需要做的就是喝咖啡和聊天刷推特 真的非常好用 ☺️

The old model: you are the ops manager of your AI tools. Prompt. Wait. Switch tabs. Re-prompt. Babysit. The CAO model: you are the CEO. Set the intent. CAO runs the team. You make decisions. No YAML.…

1. LangChain — LLM chains with tools & memory 2. CrewAI — role-playing agent teams 3. AutoGen — Microsoft multi-agent studio 4. MetaGPT — AI company in a repo