7 个 GitHub 仓库给 GPT-6 Astra 搭任务调度层

Promix @Promixyz原推发布于 2026.10.07

在 X 上打开原推

GPT 6 Astra gets f...cking treasure when one agent stops doing everything 7 GitHub repos for building the switchyard around it 01 langchain ai/langgraph ▸ https://github.com/langchain-ai/langgraph → route tasks through stateful workflows where different nodes can parse, plan, execute, inspect, and continue GitHub ONE AGENT IS DOING 4 JOBS 02 microsoft/agent framework ▸ https://github.com/microsoft/agent-framework → build specialized agents and orchestrate them as workflows instead of forcing one model through every stage GitHub OUTPUT HAS NO SHAPE 03 pydantic/pydantic ai ▸ https://github.com/pydantic/pydantic-ai → constrain tools, dependencies, instructions, and structured outputs so each worker has a defined contract GitHub THE AGENT CANNOT TOUCH REAL SYSTEMS 04 ComposioHQ/composio ▸ https://github.com/ComposioHQ/composio → gives agents 1000+ toolkits with auth, sessions, triggers, search, and execution GitHub BUILD NEEDS A REAL WORKSPACE 05 OpenHands/OpenHands ▸ https://github.com/OpenHands/OpenHands → turns coding agents into workers that can operate across repositories, commands, tasks, and development environments GitHub THE NEXT WORKER FORGOT THE LAST ONE 06 mem0ai/mem0 ▸ https://github.com/mem0ai/mem0 → adds persistent memory so useful state can survive beyond a single model call or session GitHub 10 TASKS FINISHED BUT YOU HAVE NO IDEA WHY 07 langfuse/langfuse ▸ https://github.com/langfuse/langfuse → traces prompts, model calls, tools, retrieval, latency, and evaluations so the full execution rail stays inspectable GitHub the switchyard queue → parse → route → plan → build → verify → inspect → continue the useful part is not adding more agents it is giving every task a station, every station a contract, and every failure somewhere to go next GPT 6 Astra becomes much more useful when intelligence is shared across a system instead of trapped inside one giant loop

这条是引用着另一条写的：x.com/promixyz/status/2102424036416348494