At 10x, improvements in models have led the team to reduce how strictly its canonical plan and related workflows enforce structure.

“So we have a couple of things like one is this like big canonical plan document that has some similar structure, but.”

“I'd say as the models have gotten better, we've actually reduced the enforcements there in the structure um kind of similarly across all of these. But once you have your plan, you actually build it out, and we have a very opinionated way on how agents will go and log their decisions and log what they're doing and just keep track of what they're up to,”