All right. Thank you all for for joining for automating massive refactors with uh with parallel agents. Um super excited to talk to you all today about uh you know what we're doing with open hands to really automate large scale chunks of software engineering work.Lots of uh lots of toil related to tech debt, code maintenance, code modernization. Uh these are tasks that are super automatable. Uh you can throw agents at them, but they tend to be way too big for like you know a single just one shot.So it invol ...