Source Nate Herk: AIOS course

Ch 16: Daily/weekly loop and success criteria

Collection: Nate Herk: AIOS course · Creator: Nate Herk (@nateherk)

Original: raw source · demo-lab/research/nate-herk-course/transcript.txt @ 2:27:00 · 1,230 words · 5 sections

Content by Nate Herk (@nateherk). Chapter starts at 2:27:00. Auto-transcribed; names may be misheard.

Summary

So prove the concept first, lightweight, cheap, build a cloud artifact, if you like it, if the concept is proven, then you can dedicate some more resources towards building a custom solution.
And if I ever wanna generate trends and I wanna see what's going on, I just say, hey, can you pull data from these five sources from the past month and generate me a dashboard or generate me a report? because that way I'm able to get stuff when I need it on demand, rather than having to spend time building and maintaining some sort of dashboard.
And hardly did we ever, fully autonomous AI down by task, you know, automate one chunk at a time.
Because if the AI OS knows more info than you or has better memory than you and can pull the exact source and it never sleeps, it would actually be more efficient for people to message that instead of you.
And I wouldn't have been able to communicate to everyone else to use GWS CLI to get all of their stuff into the shared drive and organized.

So prove the concept first, lightweight, cheap, build a cloud artifact, if you like it, if the concept is proven, then you can dedicate some more resources towards building a custom solution.
Because honestly, what I've realized is I don't really need that much data visualization, at least in that sense, because of the fact that I can just message my assistant and I can get answers instantly.
And if I ever wanna generate trends and I wanna see what's going on, I just say, hey, can you pull data from these five sources from the past month and generate me a dashboard or generate me a report? because that way I'm able to get stuff when I need it on demand, rather than having to spend time building and maintaining some sort of dashboard.
If it's helping you plan your day in a really good way, meaning it can look at your priorities and look through messages and look through your calendar, that's really good, keep doing that.
Topic: Topic: success criteria · paste · answer

And hardly did we ever, fully autonomous AI down by task, you know, automate one chunk at a time.
Then basically just ask Claude Code to help you build that.
And then you can say, Hey, I need to push this into trigger or modal so that it can actually run 24 seven.
So let's talk about some of the success criteria that I think about when I try to understand is my AI, OS actually providing me value and is it working?
Topic: Topic: success criteria · paste · answer

So the first thing is that your team could reach out to the AI OS, meaning ultimately it'd be great if they could just message your AI OS instead of you.
Because if the AI OS knows more info than you or has better memory than you and can pull the exact source and it never sleeps, it would actually be more efficient for people to message that instead of you.
And I started to realize when someone would ask me a question, I would take their question and I would just paste it into my AIOs and then paste the answer back to them.
You stop having a million post-it notes everywhere.
Topic: Topic: success criteria · paste · answer

It's great to be able to think about, okay, my whole team needs to adopt this, or I want to start teaching other people how to do this.
A company where in every operator runs a personal AI OS is a company that is truly AI ready and all the data is AI ready.
Because think about it, if I didn't realize that I needed to do everything through my Google workspace, then I wouldn't have realized the benefit of having a shared drive.
And I wouldn't have been able to communicate to everyone else to use GWS CLI to get all of their stuff into the shared drive and organized.
Topic: Topic: operating system · think · business

way more hopefully, you're gonna need to really start to think about context management.
So I'm gonna highly recommend you check out this video next where I talk about how to make sure you're not hitting your session limit super super quick and I'll see you guys over there.
As always, thanks for making it to the end of the video and See you in the next one.
Topic: Topic: connect · routines