Emulated: The Data for Fully Autonomous Software Engineers and Companies — Joseph Wang

תקציר מקורי באנגליתTo train an agent that can run production software, you need training data that looks like production, and that is what Joseph Wang's team at Emulated builds. Coming from network infrastructure backgrounds, they know what happens when something like a database goes down at scale, and they argue that current post training environments do not capture it. A real task is not a tidy code diff; it is fifty to a hundred turns of solving live traffic while distributed nodes fail, configs conflict, and unforeseen problems appear mid incident. So Emulated simulates whole companies. Imagine acting as an engineer inside a cloud provider or an infrastructure service, provisioning resources across VPCs, subnets, and security groups, meeting real bars around cost and deployment, and keeping a service ali