As we're online today, you can't raise your hands, but just nod at your screen. How many of you have spent a significant part of your career making making software move from one computer to another. CI pipelines, packagers, registries, container images, app store reviews.That entire stack exists to solve exactly one problem. Get a frozen artifact, that code, from machine where it was built to the machine where it runs, safely, reproducibly, once. And here's what I think everyone is missing.That entire stack ...

Hi there. Welcome to my talk. My name is Sanja and today I'm going to share with you an experiment we did at our company that's somewhat unusual and very exciting.It was a one-month initiative called radical speed month where two-person teams were given full autonomy to build and ship projects. I built three projects during this time. I will walk you through them and we'll talk about the outcomes and learnings for myself as a designer as well as the system-wide impact this experiment had.I'll tell you a lit ...

Hi everyone. My name is Rishi Desai. I'm an ML engineer at Abundant AI, where we build reinforcement learning environments for Frontier Labs.Today, I'm going to talk about SWE Marathon, a benchmark that answers a question that is starting to matter a lot more. Can coding agents stay coherent over a billion token budget. Can they build Slack from scratch.Can they rewrite an entire JAX code base in PyTorch. Can they build a C compiler in Rust. This is what SWE Marathon is trying to measure.What happens when c ...