围绕 Astra 搭整套 AI 系统的 10 个 GitHub 仓库
从 LangGraph 控循环到 E2B 沙箱、Langfuse 观测，作者主张模型只是一块，优势来自外围架构。
GPT 6 Astra is making AI agents f…cking illegal 10 GitHub repos I’d put around Astra to turn one model into an entire AI system 01 LangGraph ▸ https://github.com/langchain-ai/langgraph → control the agent loop 02 PydanticAI ▸ https://github.com/pydantic/pydantic-ai → structured agents + typed outputs GIVE IT MEMORY 03 Mem0 ▸ https://github.com/mem0ai/mem0 04 Graphiti ▸ https://github.com/getzep/graphiti → temporal knowledge graph GIVE IT TOOLS 05 Composio ▸ https://github.com/ComposioHQ/composio 06 Browser Use ▸ https://github.com/browser-use/browser-use → let agents operate the web LET IT EXECUTE 07 E2B ▸ https://github.com/e2b-dev/E2B → isolated cloud sandboxes 08 Daytona ▸ https://github.com/daytonaio/daytona → disposable development environments WATCH EVERYTHING 09 Langfuse ▸ https://github.com/langfuse/langfuse 10 DeepEval ▸ https://github.com/confident-ai/deepeval the architecture: GPT 6 Astra → context → memory → tools → execution → evaluation → correction → memory that’s the part people keep missing the model is only one block the real advantage comes from everything you build around it ⭣
这条是引用着另一条写的：x.com/promixyz/status/2102424036416348494