ag2

We built agents to test github repo quickstarts associated with arXiv papers a couple months before this paper was published, wrote about it publicly here: https://remyxai.substack.com/p/self-healing-repos We've been pushing it farther to implement draft PRs in your target repo, published a month before this preprint: https://remyxai.substack.com/p/paperswithprs To limit the attack surface we added PR#1929 to AG2 so we could pass API keys to the DockerCommandLineCodeExecutor but also use egress whitelisting to block the ability of an agent to reach a compromised server: https://github.com/ag2ai/ag2/pull/1929 Since then, we've been scaling this with k8s ray workers so we can run this in the cloud to build for the hundreds of papers published daily. By running in Docker, constraining the network interface, deploying on the cloud, and ultima

No doubt, this toy demo will break your system if the research repo code runs unsecured code. We thought about this out as we built a system that goes beyond running the quickstart to implement the core-methods of arXiv papers as draft PRs for YOUR target repo. Running quickstart in sandbox is practically useless. To limit the attack surface we added PR#1929 to AG2 so we could pass API keys to the DockerCommandLineCodeExecutor and use egress whitelisting to limit the ability of an agent to reach out to a compromised server: https://github.com/ag2ai/ag2/pull/1929 Been talking publicly about this for at least a month before this publication, and along the way we've built up nearly 1K Docker images for arXiv paper code: https://hub.docker.com/u/remyxai We're close to seeing these images linked to the arXiv papers after PR#908 is merged: htt