AI & ML engineering in particular is very research-adjacent.

That's why we began building agents to source ideas from the arXiv and implement the core-methods from the papers in YOUR target repo months before this publication.

We shared the demo video of it in our production system a while back: https://news.ycombinator.com/item?id=45132898

And we're offering a technical deep-dive into how we built it tomorrow at 9am PST with the AG2 team: https://calendar.app.google/3soCpuHupRr96UaF8

We've built up to 1K Docker images over the past couple months which we make public on DockerHub: https://hub.docker.com/u/remyxai

And we're close to an integration with arXiv that will have these pre-built images linked to the papers: https://github.com/arXiv/arxiv-browse/pull/908