Flanken

the Grok Bot team ships quality at an incredible pace! we've invested in making our code friendly for agents, by making the easy thing the right thing. engineers, designers, and PMs all contribute multiple hundreds of PRs a day: fixing bugs, polishing the user experience, and making our apps faster and more reliable. it isn't perfect of course and we do make mistakes, but we aim to learn from each occurrence and improve our workflows so our bots don't make the same mistake twice. i personally think that Grok Bot is the best example today in the industry of where all those tokens are going: quality and velocity, without compromise. something i think people forget in the discussion around token usage is that software development is an iceberg - new features are only a small fraction of the work in maintaining high quality software. and we will keep accelerating and improving!