Nine repos let GPT-6 Astra control browsers, write code and run tasks
The post lists nine repositories in orchestration, execution and verification layers, including LangGraph, AutoGen, OpenHands, Promptfoo and Langfuse, forming an agent architecture around Astra.
GitHub makes GPT 6 Astra dangerously capable AI that controls browsers, writes code, executes tasks only with these 9 repos 01 langchain-ai/langgraph ▸ https://github.com/langchain-ai/langgraph → checkpointed workflows that let agents pause, resume and recover instead of losing everything after one failed step THE AGENT IS DOING 5 JOBS AT ONCE 02 microsoft/autogen ▸ https://github.com/microsoft/autogen → multiagent conversations that distribute work between specialized agents 03 pydantic/pydantic-ai ▸ https://github.com/pydantic/pydantic-ai → typed dependencies, validated outputs and structured tool interfaces so workers return usable results THE MODEL CANNOT TOUCH REAL SOFTWARE 04 ComposioHQ/composio ▸ https://github.com/ComposioHQ/composio → authenticated tool integrations for letting agents interact with external applications 05 browser-use/browser-use ▸ https://github.com/browser-use/browser-use → browser automation for navigating websites, filling forms and completing web tasks THE AGENT CAN PLAN BUT CANNOT SHIP 06 All-Hands-AI/OpenHands ▸ https://github.com/All-Hands-AI/OpenHands → coding agents that operate inside development environments with files, commands and repositories 07 e2b-dev/E2B ▸ https://github.com/e2b-dev/E2B → isolated cloud sandboxes for executing generated code without direct host access THE OUTPUT LOOKS RIGHT BUT IS WRONG 08 promptfoo/promptfoo ▸ https://github.com/promptfoo/promptfoo → automated evaluations and adversarial tests that expose failures before deployment 09 langfuse/langfuse ▸ https://github.com/langfuse/langfuse → traces model calls, tool execution, costs and evaluations so you can inspect what actually happened the architecture I’d build around GPT 6 Astra these are independent building blocks that require integration, not a ready made stack the real advantage comes from making the system recoverable, observable and capable of doing actual work a smarter model can solve a harder problem a better execution system can finish the job when the first attempt fails
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