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Start free trial →MLOps.community · AI Builders · November 2026
Nunez was explaining that most internal documentation is junk and has to be cleaned out before agents can use it. Shrinking the doc set to what is worth maintaining is what makes agent-maintained docs feasible.
…we log things and you just need a timestamp. It's funny how people just run in front of Waymo's because they know the Waymo will start. Yeah, you get like cut off because this is like the nicest driver around. So the cars just go around, people run in front, they know it's safe. They don't care.
Stop sign. It's my right of way always. You're not going to get flipped off by the Waymo.
I think before we get to the cool shit, like decision records are incredible. And I love, and I'm telling everybody, just write stuff down with a timestamp. You don't need to perfect it or make it like beautiful. You can do that later. If you write it down and keep it in chronological order, you can do stuff with that later. I'm not even, I think internally people just have to clean up their junk. They don't realize that 95 probably, and this has proved out true from doing this exercise at Uber and Stripe and then a bunch of clients when I was advising, probably like one to two percent of the stuff you have is actually useful. 98, 95%, let's be generous, is copies of docs, outdated docs for deprecated features. It's stubs, like just scratch pads. And all of these are Google Docs, they're Notion docs. Like whether people still read them, they're in the context for the agents and they're in your search. So when you go search and they're bloating it, and then a lot of these search tools provide weight for age. So the older it is, the more, I remember we were working with this customer that had like 8,000 employees. And the first thing Internal Docs when I search, they were using Notion to…
I can't tell you how many docs I don't delete because I'm like, there's probably one sentence in there that's actually valuable. Yeah. And I know that it's not important, but that one sentence potentially could have value in the future so that I am too scared to delete it.
Yeah, everybody has that. And you remember, oh, that took me so long to create. Like, I don't want to. It's like cleaning out your garage, but it feels so, so good to delete stuff because right when you delete it, you never think about it again. You're not like, and if it was important, who knows?…
even when Internal Docs think about it, because of that search problem, I can't find