Great question! Agents in Sculptor run in containers vs. locally on your machine, so they can all execute code simultaneously (and won't destroy your machine).

Great question! Agents in Sculptor run in containers vs. locally on your machine, so they can all execute code simultaneously (and won't destroy your machine). Containers also unlock a cool agent-switching workflow, Pairing Mode: https://loom.com/share/1b02a925be42431da1721597687f7065 https://loom.com/share/1b02a925be42431da1721597687f7065 Ultimately, our roadmaps are pretty different — we're focused ways to help you easily verify agent code, so that over time you can trust it more and work at a higher level. Towards this, today we have a beta feature, Suggestions, that catches issues/bugs/times when Claude lies to you, as you're working. That'll get built out a lot over the next few months.