# Real-world AI agents with Vercel's eve (our actual setup)

ID: youtube:e2bWdLqlswk
Canonical HTML: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup
Original source: https://www.youtube.com/watch?v=e2bWdLqlswk
Author: Jono Alford
Published: 2026-07-20T00:00:00.000Z
Edited: 2026-08-11
Source checked: 2026-09-17T13:02:04.791Z
Language: en
Directory publisher: Roboto Studio
Text: original source material.

## Scope and gaps
- Video authors are credited by the original Roboto page; individual transcript speakers remain unassigned.

## Original source text

A real-world walkthrough of using Vercel's eve to run agents on our own site - updating CMS comparison pages, posting reports to Slack, and orchestrating multiple agents on cron jobs.

## Full transcript

Origin: Edited transcript from the original Roboto page

Hey folks, how's it going? Hope you're having a great day. So I want to talk about Eve. And if you don't know what Eve is, it's basically a way of building AI agents. Whether it's kind of like on your website, whether it's doing changes, or it might just be a chatbot within Slack or something. Um, I want to give you kind of like the top level overview. I don't often see people show real world examples of these things. They're very nice in a demo environment, but those demo environments are great until you actually use them in the real world. So this is a real world example. This is where we're using Eve on our own website. And something that you might want to think about if you're doing like comparison pages on your own website. This is a great way of doing it. So we have all these different URLs. Um, I'm hoping we don't get in trouble with Google at some point because these do have like a programmatic nature to them, but we try to keep them up to date and fresh with very organic information.

Um, so if we're looking at these pages, we have this last verified date, which is the 17th of July, which luckily is today. Um, so this for example is going to take information called challenges with WordPress and tell you all the challenges that WordPress has and then tell you how good Sanity is because of the URL structure. It's got the problem platform that we're moving away from and the solution platform that we're moving to. Now we generally do a hell of a lot of this kind of work. We do a lot of headless CMS migrations. Um, but we have to try and keep these up to date. Now we use YAML behind the scenes to be able to keep all that information in one particular file. And the beauty of having a file-based system is that you can keep these updated and you can create pull requests to change things inside of these. And so this is a perfect example of something that you want to do with Eve because it's versionable, it's simple, and it's kind of very deterministic. And the reason why I use the word deterministic is because if something is deterministic, it's way easier to do it with AI and it costs way less money on tokens. And we'll come back to that at some point because token spend is going to be a hot topic. It probably already is, but in the next six months it's going to go through the roof. Um, but you can see here this is getting updated.

Now the second part of Eve, and this is kind of like an announcement that came along with Eve, which I would argue is probably the most important announcement, is this connect, this vercel.com/connect. Uh, this is a way to be able to make these agents just integrate directly with whatever tools you're using. Uh, in my particular case, it's Slack and Linear we use for the vast majority of time, but you could use this with GitHub. You could use it with any of these. You can see here just below, you can click any of these and they'll work, which is really neat. Uh, and all that changes here is just throwing this in and it's all connected inside of Vercel.

Now let me show you in Zed um some of the findings in here. So this is basically like an example finding. So we have uh this updater bot that basically goes out, uses sub-agents to find all this information and create a pull request um to update that information. So in this case, it's like, oh, here's the Framer FAQs. Here's some uh official URLs where we can have a quick look at all the different Framer things. Um, and you can basically set these things up. This is inside of the actual agent skills. So we have these agents. We're a little bit, we're sloppy on the naming convention right now. It's going to get better and we'll release some guides as to how to do this. Um, but essentially right now we have like negative features. So no self-hosting. So Framer sites are locked to Framer hosting. Uh, here's the sources where this is coming from because what you don't want to do uh is put all this information in there that's incorrect without the sources, without it being generated. Uh if you have all these sources in there and you're generating this stuff, I actually personally think it's better than a human researched uh system because it knows exactly what it's looking for. It knows the fors and againsts. Imagine what you can do with this with comparison pages, you know, from one software company to another. Everybody does it. Don't get me wrong, it's not the most ethically like outstanding, really really nice way of doing business, but it is something that pretty much everybody does comparison pages.

Um, but yeah, you can see this is an example finding and then you can create skills based on these. Here's like the guard rails. Um, so skeptical voices, all kinds of different things you might want to put, you know, like this is uh the way that we talk, this is our messaging. There's going to be something if you go dig through this. I bet I've showed something here where I shouldn't have showed it, but you get the idea, right? Um, and so what's interesting about this is once you've got all this together, you can create a loop that basically keeps going and keeps going and you can set it on cron jobs. Uh, we set a whole bunch on cron jobs inside of here. Let me just move this aside and find it. Uh, where are we? There is a cron in here somewhere. Schedules. So you can see CMS freshness, for example, is on the cron job. Um, and I can never read these things, but this is on I think once a week and I think it's on a Thursday from memory. Um, but essentially every time it goes and runs through that cron job, you're basically updating across all the different CMSs that information. So you've actually basically created a self-updating bot. And guess what the bot does after it? It tells you this information. And so once you've built one of these things end to end, it then becomes very simple to create the next one, and the next one, and the next one. And you can either do it in two different ways. You can either make them in isolation. So you can have all these different agents that don't really talk to each other or you can do like we've done here where we have, you know, like competitor intelligence. We have daily SEO, we have a Reddit scout, uh we have like route strategies, uh CMS sweeps, all kind of stuff. Like there's a lot of information that's in here. Um and again, a lot of different skills. So I'll show you just a very quick example inside of our Slack. I'm trying my hardest to not accidentally like dox anything or put anything out there, but if you look inside of Slack here, this is a great example of it. So um, inside of here, we actually have a website report bot. And this website report bot takes information from um, Vercel observability and a whole bunch of other different touch points and basically tells us what's going off. And because we've got all this information ahead of us, we can actually make educated uh decisions as to how we progress the website. So this is a really cool feedback loop and it's been pretty much vital for our growth as a business. Um, where you can continuously spin these things up, continuously rely on these. And the best bit of it all is I put like a hundred dollars on our AI uh whatever it is, the AI gateway. Um, and I haven't spent it yet. And we've got like five different um agents that are constantly running. And we've been doing this since pretty much day one of Eve dropping. Um, not Eve dropping, but like Eve the tool dropping. Um, and so it's yeah, it's pretty pretty wild. It's pretty cool.

Um, and I would definitely recommend that this is going to be the way that people use agents more with being able to take all these different disparate systems, pile them into a single Slack channel and not making it overwhelming. Um there is a different way of doing this completely separately as well which is kind of interesting which is you can use things like Claude Schedule but the problem with this is that Claude Schedule and I can talk about this in another uh video if anybody's interested but Claude Schedule is a non-deterministic way of doing this and it's pretty difficult to get it to be deterministic. So it means that you get kind of like instead of rigid things where it tells you and being able to kind of piecemeal get better and better. It's kind of like a scattershot where it might answer this way one week and it might answer this way another week. And the problem is it's very difficult then to you know take that information week by week and compare it to one another if it doesn't match the same data structure.

So I'm pretty heavily, I'm I hate this expression, but I'm pretty bullish on Eve being like a long-term uh tool that we use internally to take all these different systems, mesh them together, and just tell me what the hell's going off on the website rather than being completely clued out and not understanding how, you know, like Google Analytics works, Google Search Console works, uh Post Hog, Ahrefs or whatever, different disparate systems. You get the idea. Anyway, if you want more info about this, drop us a comment down below and we'll uh we'll get back to you. Thanks for watching. Have a great day. Take care. Bye-bye.

## Timestamped captions

### segment-1
[2.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=2)
[music]

### segment-2
[2.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=2)
[music]
>> Hey folks, how's it going? Hope you're

### segment-3
[4.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=4)
>> Hey folks, how's it going? Hope you're

### segment-4
[4.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=4)
>> Hey folks, how's it going? Hope you're
having a great day. So, I want to talk

### segment-5
[6.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=6)
having a great day. So, I want to talk

### segment-6
[6.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=6)
having a great day. So, I want to talk
about Eve and if you don't know what Eve

### segment-7
[8.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=8)
about Eve and if you don't know what Eve

### segment-8
[8.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=8)
about Eve and if you don't know what Eve
is, it's basically a way of building AI

### segment-9
[11.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=11)
is, it's basically a way of building AI

### segment-10
[11.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=11)
is, it's basically a way of building AI
agents uh whether it's kind of like on

### segment-11
[13.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=13)
agents uh whether it's kind of like on

### segment-12
[13.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=13)
agents uh whether it's kind of like on
your website, whether it's doing

### segment-13
[15.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=15)
your website, whether it's doing

### segment-14
[15.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=15)
your website, whether it's doing
changes, or it might just be a chatbot

### segment-15
[17.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=17)
changes, or it might just be a chatbot

### segment-16
[17.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=17)
changes, or it might just be a chatbot
within Slack or something.

### segment-17
[19.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=19)
within Slack or something.

### segment-18
[19.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=19)
within Slack or something.
Um I want to give you kind of like the

### segment-19
[20.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=20)
Um I want to give you kind of like the

### segment-20
[21.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=20)
Um I want to give you kind of like the
top-level overview. I don't often see

### segment-21
[23.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=23)
top-level overview. I don't often see

### segment-22
[23.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=23)
top-level overview. I don't often see
people show real-world examples of these

### segment-23
[26.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=26)
people show real-world examples of these

### segment-24
[26.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=26)
people show real-world examples of these
things. They're very nice in a demo

### segment-25
[28.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=27)
things. They're very nice in a demo

### segment-26
[28.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=28)
things. They're very nice in a demo
environment, but those demo environments

### segment-27
[30.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=30)
environment, but those demo environments

### segment-28
[30.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=30)
environment, but those demo environments
are great until you actually use them in

### segment-29
[32.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=32)
are great until you actually use them in

### segment-30
[32.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=32)
are great until you actually use them in
a real world. So, um this is a

### segment-31
[34.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=34)
a real world. So, um this is a

### segment-32
[34.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=34)
a real world. So, um this is a
real-world example. This is where we're

### segment-33
[36.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=36)
real-world example. This is where we're

### segment-34
[36.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=36)
real-world example. This is where we're
using Eve on our own website and

### segment-35
[38.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=38)
using Eve on our own website and

### segment-36
[38.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=38)
using Eve on our own website and
something that you might want to think

### segment-37
[39.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=39)
something that you might want to think

### segment-38
[39.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=39)
something that you might want to think
about if you're doing like comparison

### segment-39
[41.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=41)
about if you're doing like comparison

### segment-40
[41.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=41)
about if you're doing like comparison
pages on your own website, this is a

### segment-41
[43.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=42)
pages on your own website, this is a

### segment-42
[43.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=43)
pages on your own website, this is a
great way of doing it.

### segment-43
[45.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=45)
great way of doing it.

### segment-44
[45.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=45)
great way of doing it.
So, we have all these different URLs. Um

### segment-45
[48.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=48)
So, we have all these different URLs. Um

### segment-46
[48.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=48)
So, we have all these different URLs. Um
I'm hoping we don't get in trouble with

### segment-47
[50.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=50)
I'm hoping we don't get in trouble with

### segment-48
[50.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=50)
I'm hoping we don't get in trouble with
Google at some point because these do do

### segment-49
[52.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=52)
Google at some point because these do do

### segment-50
[52.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=52)
Google at some point because these do do
have like a programmatic nature to them,

### segment-51
[54.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=54)
have like a programmatic nature to them,

### segment-52
[54.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=54)
have like a programmatic nature to them,
but we try to keep them up-to-date and

### segment-53
[56.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=56)
but we try to keep them up-to-date and

### segment-54
[56.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=56)
but we try to keep them up-to-date and
fresh with very organic information.

### segment-55
[59.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=59)
fresh with very organic information.

### segment-56
[59.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=59)
fresh with very organic information.
Um so, if we're looking at these pages,

### segment-57
[61.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=61)
Um so, if we're looking at these pages,

### segment-58
[61.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=61)
Um so, if we're looking at these pages,
we have this last verified date, which

### segment-59
[63.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=63)
we have this last verified date, which

### segment-60
[63.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=63)
we have this last verified date, which
is the 17th of July, which luckily is

### segment-61
[66.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=66)
is the 17th of July, which luckily is

### segment-62
[66.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=66)
is the 17th of July, which luckily is
today. Um so, this for example is going

### segment-63
[70.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=70)
today. Um so, this for example is going

### segment-64
[70.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=70)
today. Um so, this for example is going
to take information called challenges

### segment-65
[72.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=71)
to take information called challenges

### segment-66
[72.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=72)
to take information called challenges
with WordPress and tell you all the

### segment-67
[73.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=73)
with WordPress and tell you all the

### segment-68
[73.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=73)
with WordPress and tell you all the
challenges that WordPress has

### segment-69
[75.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=75)
challenges that WordPress has

### segment-70
[75.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=75)
challenges that WordPress has
and then tell you how good Sanity is

### segment-71
[77.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=77)
and then tell you how good Sanity is

### segment-72
[77.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=77)
and then tell you how good Sanity is
because of the URL structure. It's got

### segment-73
[80.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=80)
because of the URL structure. It's got

### segment-74
[80.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=80)
because of the URL structure. It's got
the problem platform that we're moving

### segment-75
[82.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=82)
the problem platform that we're moving

### segment-76
[82.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=82)
the problem platform that we're moving
away from and the solution platform that

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[84.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=84)
away from and the solution platform that

### segment-78
[84.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=84)
away from and the solution platform that
we're moving to. Now, we generally do a

### segment-79
[87.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=87)
we're moving to. Now, we generally do a

### segment-80
[87.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=87)
we're moving to. Now, we generally do a
hell of a lot of this kind of work. We

### segment-81
[88.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=88)
hell of a lot of this kind of work. We

### segment-82
[88.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=88)
hell of a lot of this kind of work. We
do a lot of headless CMS migrations, um

### segment-83
[91.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=91)
do a lot of headless CMS migrations, um

### segment-84
[91.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=91)
do a lot of headless CMS migrations, um
but we have to try and keep these

### segment-85
[92.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=92)
but we have to try and keep these

### segment-86
[92.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=92)
but we have to try and keep these
up-to-date. Now, we use YAML behind the

### segment-87
[95.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=95)
up-to-date. Now, we use YAML behind the

### segment-88
[95.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=95)
up-to-date. Now, we use YAML behind the
scenes to be able to keep all that

### segment-89
[97.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=97)
scenes to be able to keep all that

### segment-90
[97.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=97)
scenes to be able to keep all that
information in one particular file and

### segment-91
[99.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=99)
information in one particular file and

### segment-92
[99.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=99)
information in one particular file and
the beauty of having a file-based system

### segment-93
[102.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=101)
the beauty of having a file-based system

### segment-94
[102.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=101)
the beauty of having a file-based system
is that you can keep these updated and

### segment-95
[103.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=103)
is that you can keep these updated and

### segment-96
[103.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=103)
is that you can keep these updated and
you can create pull requests to change

### segment-97
[105.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=105)
you can create pull requests to change

### segment-98
[105.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=105)
you can create pull requests to change
things inside of these. And so, this is

### segment-99
[107.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=107)
things inside of these. And so, this is

### segment-100
[107.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=107)
things inside of these. And so, this is
a perfect example of something that you

### segment-101
[110.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=110)
a perfect example of something that you

### segment-102
[110.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=110)
a perfect example of something that you
want to do with Eve because it's

### segment-103
[112.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=112)
want to do with Eve because it's

### segment-104
[112.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=112)
want to do with Eve because it's
versionable, it's simple, and and kind

### segment-105
[115.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=115)
versionable, it's simple, and and kind

### segment-106
[115.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=115)
versionable, it's simple, and and kind
of it's very deterministic. And the

### segment-107
[117.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=117)
of it's very deterministic. And the

### segment-108
[117.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=117)
of it's very deterministic. And the
reason why I use the word deterministic

### segment-109
[119.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=119)
reason why I use the word deterministic

### segment-110
[119.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=119)
reason why I use the word deterministic
is because if something is

### segment-111
[120.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=120)
is because if something is

### segment-112
[120.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=120)
is because if something is
deterministic, it's way easier to do it

### segment-113
[122.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=122)
deterministic, it's way easier to do it

### segment-114
[122.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=122)
deterministic, it's way easier to do it
with AI and it costs way less money on

### segment-115
[125.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=125)
with AI and it costs way less money on

### segment-116
[125.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=125)
with AI and it costs way less money on
tokens.

### segment-117
[126.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=126)
tokens.

### segment-118
[126.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=126)
tokens.
And you'll we'll come back to that at

### segment-119
[127.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=127)
And you'll we'll come back to that at

### segment-120
[127.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=127)
And you'll we'll come back to that at
some point because token spend is going

### segment-121
[129.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=129)
some point because token spend is going

### segment-122
[129.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=129)
some point because token spend is going
to be a hot topic.

### segment-123
[130.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=130)
to be a hot topic.

### segment-124
[130.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=130)
to be a hot topic.
It probably already is, but in the next

### segment-125
[132.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=132)
It probably already is, but in the next

### segment-126
[132.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=132)
It probably already is, but in the next
6 months it's going to go through the

### segment-127
[133.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=133)
6 months it's going to go through the

### segment-128
[133.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=133)
6 months it's going to go through the
roof. Um but you can see here, this is

### segment-129
[135.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=135)
roof. Um but you can see here, this is

### segment-130
[135.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=135)
roof. Um but you can see here, this is
getting updated. Now, the second part of

### segment-131
[138.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=138)
getting updated. Now, the second part of

### segment-132
[138.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=138)
getting updated. Now, the second part of
Eve, and this is kind of like an

### segment-133
[140.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=139)
Eve, and this is kind of like an

### segment-134
[140.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=140)
Eve, and this is kind of like an
announcement that came along with Eve,

### segment-135
[141.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=141)
announcement that came along with Eve,

### segment-136
[141.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=141)
announcement that came along with Eve,
which I would argue is probably the most

### segment-137
[143.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=143)
which I would argue is probably the most

### segment-138
[143.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=143)
which I would argue is probably the most
important announcement, is this connect,

### segment-139
[146.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=145)
important announcement, is this connect,

### segment-140
[146.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=146)
important announcement, is this connect,
this versel.com/connect.

### segment-141
[148.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=148)
this versel.com/connect.

### segment-142
[148.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=148)
this versel.com/connect.
Uh this is a way to be able to make

### segment-143
[150.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=150)
Uh this is a way to be able to make

### segment-144
[150.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=150)
Uh this is a way to be able to make
these agents just integrate directly

### segment-145
[152.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=152)
these agents just integrate directly

### segment-146
[152.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=152)
these agents just integrate directly
with whatever tools you're using. Uh in

### segment-147
[154.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=154)
with whatever tools you're using. Uh in

### segment-148
[154.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=154)
with whatever tools you're using. Uh in
my particular case, it's Slack and

### segment-149
[156.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=156)
my particular case, it's Slack and

### segment-150
[156.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=156)
my particular case, it's Slack and
Linear we use for the vast majority of

### segment-151
[158.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=158)
Linear we use for the vast majority of

### segment-152
[158.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=158)
Linear we use for the vast majority of
time, but you could use this with

### segment-153
[159.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=159)
time, but you could use this with

### segment-154
[159.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=159)
time, but you could use this with
GitHub, you could use it with any of

### segment-155
[161.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=161)
GitHub, you could use it with any of

### segment-156
[161.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=161)
GitHub, you could use it with any of
these. You can see here just below, you

### segment-157
[162.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=162)
these. You can see here just below, you

### segment-158
[162.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=162)
these. You can see here just below, you
can click any of these and they'll work,

### segment-159
[165.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=165)
can click any of these and they'll work,

### segment-160
[165.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=165)
can click any of these and they'll work,
which is really neat. Uh and all that

### segment-161
[166.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=166)
which is really neat. Uh and all that

### segment-162
[166.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=166)
which is really neat. Uh and all that
changes here is just throwing this in

### segment-163
[168.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=168)
changes here is just throwing this in

### segment-164
[168.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=168)
changes here is just throwing this in
and it's all connected inside of Vercel.

### segment-165
[172.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=171)
and it's all connected inside of Vercel.

### segment-166
[172.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=172)
and it's all connected inside of Vercel.
Now, let me show you in Z, um some of

### segment-167
[174.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=174)
Now, let me show you in Z, um some of

### segment-168
[174.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=174)
Now, let me show you in Z, um some of
the findings in here. So, this is this

### segment-169
[175.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=175)
the findings in here. So, this is this

### segment-170
[175.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=175)
the findings in here. So, this is this
is basically like an example finding.

### segment-171
[177.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=177)
is basically like an example finding.

### segment-172
[177.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=177)
is basically like an example finding.
So, we have uh this update bot that

### segment-173
[180.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=180)
So, we have uh this update bot that

### segment-174
[180.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=180)
So, we have uh this update bot that
basically goes out, uses sub-agents to

### segment-175
[183.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=183)
basically goes out, uses sub-agents to

### segment-176
[183.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=183)
basically goes out, uses sub-agents to
find all this information, and create a

### segment-177
[185.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=185)
find all this information, and create a

### segment-178
[185.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=185)
find all this information, and create a
pull request um to update that

### segment-179
[188.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=188)
pull request um to update that

### segment-180
[188.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=188)
pull request um to update that
information. So, in this case it's like,

### segment-181
[189.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=189)
information. So, in this case it's like,

### segment-182
[189.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=189)
information. So, in this case it's like,
"Oh, here's the Framer FAQs. Here's some

### segment-183
[192.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=192)
"Oh, here's the Framer FAQs. Here's some

### segment-184
[192.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=192)
"Oh, here's the Framer FAQs. Here's some
uh official URLs where we can have a

### segment-185
[194.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=194)
uh official URLs where we can have a

### segment-186
[194.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=194)
uh official URLs where we can have a
quick look at all the different Framer

### segment-187
[195.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=195)
quick look at all the different Framer

### segment-188
[195.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=195)
quick look at all the different Framer
things." Um and you can you can

### segment-189
[197.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=197)
things." Um and you can you can

### segment-190
[197.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=197)
things." Um and you can you can
basically set these things up. This is

### segment-191
[198.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=198)
basically set these things up. This is

### segment-192
[199.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=198)
basically set these things up. This is
inside of the actual agent skills. So,

### segment-193
[201.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=201)
inside of the actual agent skills. So,

### segment-194
[201.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=201)
inside of the actual agent skills. So,
we have these agents. And we're a little

### segment-195
[203.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=203)
we have these agents. And we're a little

### segment-196
[203.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=203)
we have these agents. And we're a little
bit we're sloppy on the naming

### segment-197
[205.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=205)
bit we're sloppy on the naming

### segment-198
[205.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=205)
bit we're sloppy on the naming
convention right now. It's going to get

### segment-199
[206.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=206)
convention right now. It's going to get

### segment-200
[206.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=206)
convention right now. It's going to get
better and we'll release some guides as

### segment-201
[208.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=208)
better and we'll release some guides as

### segment-202
[208.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=208)
better and we'll release some guides as
to how to do this. Um but essentially

### segment-203
[210.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=210)
to how to do this. Um but essentially

### segment-204
[210.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=210)
to how to do this. Um but essentially
right now we have like negative

### segment-205
[212.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=212)
right now we have like negative

### segment-206
[212.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=212)
right now we have like negative
features. So, no self-hosting. So,

### segment-207
[214.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=214)
features. So, no self-hosting. So,

### segment-208
[214.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=214)
features. So, no self-hosting. So,
Framer sites are locked to Framer

### segment-209
[215.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=215)
Framer sites are locked to Framer

### segment-210
[215.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=215)
Framer sites are locked to Framer
hosting. Uh here's the sources where

### segment-211
[217.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=217)
hosting. Uh here's the sources where

### segment-212
[217.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=217)
hosting. Uh here's the sources where
this is coming from because what you

### segment-213
[219.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=219)
this is coming from because what you

### segment-214
[219.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=219)
this is coming from because what you
don't want to do uh is put all this

### segment-215
[221.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=221)
don't want to do uh is put all this

### segment-216
[221.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=221)
don't want to do uh is put all this
information in there that's incorrect

### segment-217
[223.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=223)
information in there that's incorrect

### segment-218
[223.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=223)
information in there that's incorrect
without the sources, without it being

### segment-219
[225.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=225)
without the sources, without it being

### segment-220
[225.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=225)
without the sources, without it being
generated. Uh if you have all these

### segment-221
[227.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=227)
generated. Uh if you have all these

### segment-222
[227.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=227)
generated. Uh if you have all these
sources in there and you're generating

### segment-223
[229.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=229)
sources in there and you're generating

### segment-224
[229.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=229)
sources in there and you're generating
this stuff, I actually personally think

### segment-225
[231.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=231)
this stuff, I actually personally think

### segment-226
[231.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=231)
this stuff, I actually personally think
it's better than a human researched

### segment-227
[234.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=234)
it's better than a human researched

### segment-228
[234.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=234)
it's better than a human researched
system because it knows exactly what

### segment-229
[236.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=236)
system because it knows exactly what

### segment-230
[236.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=236)
system because it knows exactly what
it's looking for. It knows the fours and

### segment-231
[237.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=237)
it's looking for. It knows the fours and

### segment-232
[237.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=237)
it's looking for. It knows the fours and
against.

### segment-233
[239.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=239)
against.

### segment-234
[239.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=239)
against.
Imagine what you can do with this with

### segment-235
[241.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=241)
Imagine what you can do with this with

### segment-236
[241.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=241)
Imagine what you can do with this with
comparison pages, you know, from one

### segment-237
[242.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=242)
comparison pages, you know, from one

### segment-238
[242.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=242)
comparison pages, you know, from one
software company to another. Everybody

### segment-239
[244.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=244)
software company to another. Everybody

### segment-240
[245.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=244)
software company to another. Everybody
does it. Don't get me wrong. It's not

### segment-241
[246.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=246)
does it. Don't get me wrong. It's not

### segment-242
[246.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=246)
does it. Don't get me wrong. It's not
the most ethically like

### segment-243
[249.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=249)
the most ethically like

### segment-244
[249.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=249)
the most ethically like
outstanding, really, really nice way of

### segment-245
[251.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=251)
outstanding, really, really nice way of

### segment-246
[251.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=251)
outstanding, really, really nice way of
doing business, but it is something that

### segment-247
[253.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=253)
doing business, but it is something that

### segment-248
[253.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=253)
doing business, but it is something that
pretty much everybody does comparison

### segment-249
[254.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=254)
pretty much everybody does comparison

### segment-250
[254.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=254)
pretty much everybody does comparison
pages.

### segment-251
[256.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=255)
pages.

### segment-252
[256.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=256)
pages.
Um but yeah, you can see this is a this

### segment-253
[258.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=258)
Um but yeah, you can see this is a this

### segment-254
[258.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=258)
Um but yeah, you can see this is a this
is an example finding and then you can

### segment-255
[259.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=259)
is an example finding and then you can

### segment-256
[259.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=259)
is an example finding and then you can
create skills based on these. Here's

### segment-257
[261.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=261)
create skills based on these. Here's

### segment-258
[261.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=261)
create skills based on these. Here's
like the guardrails. Um so skeptical

### segment-259
[263.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=263)
like the guardrails. Um so skeptical

### segment-260
[263.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=263)
like the guardrails. Um so skeptical
voices, all kinds of different things.

### segment-261
[266.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=266)
voices, all kinds of different things.

### segment-262
[266.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=266)
voices, all kinds of different things.
You might want to put, you know, like

### segment-263
[267.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=267)
You might want to put, you know, like

### segment-264
[267.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=267)
You might want to put, you know, like
this is

### segment-265
[268.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=268)
this is

### segment-266
[268.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=268)
this is
uh the way that we talk. This is our

### segment-267
[270.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=270)
uh the way that we talk. This is our

### segment-268
[270.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=270)
uh the way that we talk. This is our
messaging. There's going to be something

### segment-269
[272.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=271)
messaging. There's going to be something

### segment-270
[272.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=272)
messaging. There's going to be something
if you go dig through this. I bet I've

### segment-271
[273.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=273)
if you go dig through this. I bet I've

### segment-272
[273.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=273)
if you go dig through this. I bet I've
I've showed something here where I

### segment-273
[275.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=275)
I've showed something here where I

### segment-274
[275.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=275)
I've showed something here where I
shouldn't have showed it, but you you

### segment-275
[276.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=276)
shouldn't have showed it, but you you

### segment-276
[276.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=276)
shouldn't have showed it, but you you
get the idea, right? Um

### segment-277
[278.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=278)
get the idea, right? Um

### segment-278
[278.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=278)
get the idea, right? Um
and so what's interesting about this is

### segment-279
[281.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=281)
and so what's interesting about this is

### segment-280
[281.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=281)
and so what's interesting about this is
once you've got all this together, you

### segment-281
[283.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=283)
once you've got all this together, you

### segment-282
[283.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=283)
once you've got all this together, you
can create a loop that basically keeps

### segment-283
[285.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=285)
can create a loop that basically keeps

### segment-284
[285.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=285)
can create a loop that basically keeps
going and keeps going. You can set it on

### segment-285
[287.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=287)
going and keeps going. You can set it on

### segment-286
[287.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=287)
going and keeps going. You can set it on
cron jobs. Uh we set a whole bunch on

### segment-287
[289.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=289)
cron jobs. Uh we set a whole bunch on

### segment-288
[289.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=289)
cron jobs. Uh we set a whole bunch on
cron jobs inside of here. Let me just

### segment-289
[290.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=290)
cron jobs inside of here. Let me just

### segment-290
[290.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=290)
cron jobs inside of here. Let me just
move this aside and find it. Uh where

### segment-291
[293.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=293)
move this aside and find it. Uh where

### segment-292
[293.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=293)
move this aside and find it. Uh where
are we? There is a cron in here

### segment-293
[295.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=295)
are we? There is a cron in here

### segment-294
[295.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=295)
are we? There is a cron in here
somewhere. Schedules. So you can see CMS

### segment-295
[298.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=298)
somewhere. Schedules. So you can see CMS

### segment-296
[298.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=298)
somewhere. Schedules. So you can see CMS
freshness, for example, is on the cron

### segment-297
[299.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=299)
freshness, for example, is on the cron

### segment-298
[299.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=299)
freshness, for example, is on the cron
job.

### segment-299
[300.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=300)
job.

### segment-300
[301.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=300)
job.
Um and I can never read these things,

### segment-301
[303.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=303)
Um and I can never read these things,

### segment-302
[303.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=303)
Um and I can never read these things,
but this is this is on the I think once

### segment-303
[304.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=304)
but this is this is on the I think once

### segment-304
[304.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=304)
but this is this is on the I think once
a week and I think it's on a Thursday

### segment-305
[306.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=306)
a week and I think it's on a Thursday

### segment-306
[306.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=306)
a week and I think it's on a Thursday
from memory. Um but essentially every

### segment-307
[309.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=309)
from memory. Um but essentially every

### segment-308
[309.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=309)
from memory. Um but essentially every
time it goes and runs through that cron

### segment-309
[310.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=310)
time it goes and runs through that cron

### segment-310
[310.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=310)
time it goes and runs through that cron
job, you're basically updating across

### segment-311
[313.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=313)
job, you're basically updating across

### segment-312
[313.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=313)
job, you're basically updating across
all the different CMSs that information.

### segment-313
[316.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=316)
all the different CMSs that information.

### segment-314
[316.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=316)
all the different CMSs that information.
So you've actually basically created a

### segment-315
[318.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=318)
So you've actually basically created a

### segment-316
[318.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=318)
So you've actually basically created a
self-updating bot. And guess what the

### segment-317
[320.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=320)
self-updating bot. And guess what the

### segment-318
[320.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=320)
self-updating bot. And guess what the
bot does after it? It tells you this

### segment-319
[322.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=322)
bot does after it? It tells you this

### segment-320
[322.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=322)
bot does after it? It tells you this
information. And so once you've built

### segment-321
[325.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=325)
information. And so once you've built

### segment-322
[325.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=325)
information. And so once you've built
one of these things end to end, it then

### segment-323
[327.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=327)
one of these things end to end, it then

### segment-324
[328.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=327)
one of these things end to end, it then
becomes very simple to create the next

### segment-325
[329.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=329)
becomes very simple to create the next

### segment-326
[329.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=329)
becomes very simple to create the next
one and the next one and the next one.

### segment-327
[332.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=332)
one and the next one and the next one.

### segment-328
[332.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=332)
one and the next one and the next one.
And you can either do it in two

### segment-329
[333.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=333)
And you can either do it in two

### segment-330
[333.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=333)
And you can either do it in two
different ways. You can either make them

### segment-331
[334.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=334)
different ways. You can either make them

### segment-332
[334.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=334)
different ways. You can either make them
in isolation, so you can have all these

### segment-333
[336.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=336)
in isolation, so you can have all these

### segment-334
[336.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=336)
in isolation, so you can have all these
different agents that don't really talk

### segment-335
[337.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=337)
different agents that don't really talk

### segment-336
[337.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=337)
different agents that don't really talk
to each other, or you can do like we've

### segment-337
[339.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=339)
to each other, or you can do like we've

### segment-338
[340.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=339)
to each other, or you can do like we've
done here where we have, you know, like

### segment-339
[341.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=341)
done here where we have, you know, like

### segment-340
[341.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=341)
done here where we have, you know, like
competitor intelligence, we have daily

### segment-341
[343.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=343)
competitor intelligence, we have daily

### segment-342
[343.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=343)
competitor intelligence, we have daily
AEO, we have a Reddit scout, uh we have

### segment-343
[346.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=346)
AEO, we have a Reddit scout, uh we have

### segment-344
[346.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=346)
AEO, we have a Reddit scout, uh we have
like root strategies, uh CMS sweeps, all

### segment-345
[349.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=349)
like root strategies, uh CMS sweeps, all

### segment-346
[349.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=349)
like root strategies, uh CMS sweeps, all
kind of stuff. Like there's a lot of

### segment-347
[351.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=350)
kind of stuff. Like there's a lot of

### segment-348
[351.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=351)
kind of stuff. Like there's a lot of
information that's in here. Um and

### segment-349
[353.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=353)
information that's in here. Um and

### segment-350
[353.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=353)
information that's in here. Um and
again, a lot of different skills.

### segment-351
[355.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=355)
again, a lot of different skills.

### segment-352
[355.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=355)
again, a lot of different skills.
So, I'll show you just a very quick

### segment-353
[357.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=357)
So, I'll show you just a very quick

### segment-354
[357.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=357)
So, I'll show you just a very quick
example inside of our Slack. I'm trying

### segment-355
[359.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=358)
example inside of our Slack. I'm trying

### segment-356
[359.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=359)
example inside of our Slack. I'm trying
my hardest to not accidentally like docs

### segment-357
[361.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=361)
my hardest to not accidentally like docs

### segment-358
[361.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=361)
my hardest to not accidentally like docs
anything or put anything out there, but

### segment-359
[363.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=363)
anything or put anything out there, but

### segment-360
[363.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=363)
anything or put anything out there, but
if you look inside of Slack here, this

### segment-361
[365.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=365)
if you look inside of Slack here, this

### segment-362
[365.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=365)
if you look inside of Slack here, this
is a great example of it. So,

### segment-363
[367.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=367)
is a great example of it. So,

### segment-364
[367.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=367)
is a great example of it. So,
inside of here, we actually have a

### segment-365
[369.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=369)
inside of here, we actually have a

### segment-366
[369.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=369)
inside of here, we actually have a
website report bot. And this website

### segment-367
[371.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=371)
website report bot. And this website

### segment-368
[371.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=371)
website report bot. And this website
report bot takes information from Vercel

### segment-369
[374.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=374)
report bot takes information from Vercel

### segment-370
[374.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=374)
report bot takes information from Vercel
observability and a whole bunch of other

### segment-371
[376.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=376)
observability and a whole bunch of other

### segment-372
[376.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=376)
observability and a whole bunch of other
different touch points and basically

### segment-373
[378.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=378)
different touch points and basically

### segment-374
[378.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=378)
different touch points and basically
tells us what's going off. And because

### segment-375
[380.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=380)
tells us what's going off. And because

### segment-376
[380.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=380)
tells us what's going off. And because
we've got all this information ahead of

### segment-377
[382.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=381)
we've got all this information ahead of

### segment-378
[382.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=382)
we've got all this information ahead of
us, we can actually make educated

### segment-379
[384.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=384)
us, we can actually make educated

### segment-380
[384.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=384)
us, we can actually make educated
decisions as to how we progress the

### segment-381
[386.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=386)
decisions as to how we progress the

### segment-382
[386.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=386)
decisions as to how we progress the
website. So, this is a really cool

### segment-383
[389.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=389)
website. So, this is a really cool

### segment-384
[389.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=389)
website. So, this is a really cool
feedback loop and it's been pretty much

### segment-385
[391.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=391)
feedback loop and it's been pretty much

### segment-386
[391.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=391)
feedback loop and it's been pretty much
vital for our growth as a business,

### segment-387
[394.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=394)
vital for our growth as a business,

### segment-388
[394.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=394)
vital for our growth as a business,
where you can continuously spin these

### segment-389
[396.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=396)
where you can continuously spin these

### segment-390
[396.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=396)
where you can continuously spin these
things up, continuously rely on these.

### segment-391
[399.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=399)
things up, continuously rely on these.

### segment-392
[399.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=399)
things up, continuously rely on these.
And the best bit of it all is I put like

### segment-393
[401.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=401)
And the best bit of it all is I put like

### segment-394
[401.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=401)
And the best bit of it all is I put like
$100 on our AI

### segment-395
[404.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=404)
$100 on our AI

### segment-396
[404.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=404)
$100 on our AI
whatever it is, the AI gateway.

### segment-397
[407.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=407)
whatever it is, the AI gateway.

### segment-398
[407.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=407)
whatever it is, the AI gateway.
And I haven't spent it yet. And we've

### segment-399
[409.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=409)
And I haven't spent it yet. And we've

### segment-400
[409.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=409)
And I haven't spent it yet. And we've
got like five different

### segment-401
[411.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=411)
got like five different

### segment-402
[411.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=411)
got like five different
agents that are constantly running. And

### segment-403
[414.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=413)
agents that are constantly running. And

### segment-404
[414.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=414)
agents that are constantly running. And
we've been doing this since pretty much

### segment-405
[415.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=415)
we've been doing this since pretty much

### segment-406
[415.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=415)
we've been doing this since pretty much
day one of Eve dropping. Um not Eve

### segment-407
[418.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=418)
day one of Eve dropping. Um not Eve

### segment-408
[418.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=418)
day one of Eve dropping. Um not Eve
dropping, but like Eve the tool

### segment-409
[420.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=420)
dropping, but like Eve the tool

### segment-410
[420.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=420)
dropping, but like Eve the tool
dropping.

### segment-411
[421.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=421)
dropping.

### segment-412
[421.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=421)
dropping.
Um and so it's yeah, it's it's pretty

### segment-413
[423.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=423)
Um and so it's yeah, it's it's pretty

### segment-414
[423.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=423)
Um and so it's yeah, it's it's pretty
pretty wild. It's pretty cool.

### segment-415
[425.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=425)
pretty wild. It's pretty cool.

### segment-416
[425.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=425)
pretty wild. It's pretty cool.
And I would definitely recommend that

### segment-417
[427.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=426)
And I would definitely recommend that

### segment-418
[427.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=427)
And I would definitely recommend that
this is going to be the way that people

### segment-419
[428.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=428)
this is going to be the way that people

### segment-420
[428.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=428)
this is going to be the way that people
use agents more with being able to take

### segment-421
[431.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=431)
use agents more with being able to take

### segment-422
[431.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=431)
use agents more with being able to take
all these different disparate systems,

### segment-423
[434.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=434)
all these different disparate systems,

### segment-424
[434.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=434)
all these different disparate systems,
pile them into a single Slack channel

### segment-425
[436.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=436)
pile them into a single Slack channel

### segment-426
[436.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=436)
pile them into a single Slack channel
and not making it overwhelming. Um there

### segment-427
[439.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=439)
and not making it overwhelming. Um there

### segment-428
[439.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=439)
and not making it overwhelming. Um there
is a different way of doing this

### segment-429
[440.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=440)
is a different way of doing this

### segment-430
[440.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=440)
is a different way of doing this
completely separately as well, which is

### segment-431
[441.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=441)
completely separately as well, which is

### segment-432
[441.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=441)
completely separately as well, which is
kind of interesting, which is you can

### segment-433
[443.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=443)
kind of interesting, which is you can

### segment-434
[443.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=443)
kind of interesting, which is you can
use things like Claude's schedule, but

### segment-435
[445.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=445)
use things like Claude's schedule, but

### segment-436
[445.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=445)
use things like Claude's schedule, but
the problem with this is is Claude

### segment-437
[446.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=446)
the problem with this is is Claude

### segment-438
[446.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=446)
the problem with this is is Claude
scheduled and I can talk about this in

### segment-439
[448.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=448)
scheduled and I can talk about this in

### segment-440
[448.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=448)
scheduled and I can talk about this in
another video if anybody's interested,

### segment-441
[450.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=450)
another video if anybody's interested,

### segment-442
[450.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=450)
another video if anybody's interested,
but Claude scheduled is a

### segment-443
[452.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=452)
but Claude scheduled is a

### segment-444
[452.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=452)
but Claude scheduled is a
non-deterministic way of doing this and

### segment-445
[454.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=454)
non-deterministic way of doing this and

### segment-446
[454.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=454)
non-deterministic way of doing this and
it's pretty difficult to get it to be

### segment-447
[456.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=456)
it's pretty difficult to get it to be

### segment-448
[456.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=456)
it's pretty difficult to get it to be
deterministic. So, it means that you get

### segment-449
[458.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=458)
deterministic. So, it means that you get

### segment-450
[458.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=458)
deterministic. So, it means that you get
kind of like instead of rigid things

### segment-451
[461.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=461)
kind of like instead of rigid things

### segment-452
[461.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=461)
kind of like instead of rigid things
where it tells you and and being able to

### segment-453
[463.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=463)
where it tells you and and being able to

### segment-454
[463.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=463)
where it tells you and and being able to
kind of piecemeal get better and better.

### segment-455
[466.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=466)
kind of piecemeal get better and better.

### segment-456
[466.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=466)
kind of piecemeal get better and better.
It's kind of like a scatter shot where

### segment-457
[468.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=468)
It's kind of like a scatter shot where

### segment-458
[468.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=468)
It's kind of like a scatter shot where
it might answer this way one week and it

### segment-459
[470.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=470)
it might answer this way one week and it

### segment-460
[471.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=470)
it might answer this way one week and it
might answer this way another week. And

### segment-461
[473.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=473)
might answer this way another week. And

### segment-462
[473.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=473)
might answer this way another week. And
the problem is it's very difficult then

### segment-463
[475.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=475)
the problem is it's very difficult then

### segment-464
[475.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=475)
the problem is it's very difficult then
to, you know, take that information week

### segment-465
[477.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=477)
to, you know, take that information week

### segment-466
[477.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=477)
to, you know, take that information week
by week and compare it to one another if

### segment-467
[480.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=480)
by week and compare it to one another if

### segment-468
[480.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=480)
by week and compare it to one another if
it doesn't match the same data

### segment-469
[482.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=481)
it doesn't match the same data

### segment-470
[482.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=482)
it doesn't match the same data
structure. So,

### segment-471
[483.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=483)
structure. So,

### segment-472
[483.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=483)
structure. So,
I'm I'm pretty heavily I'm I I hate this

### segment-473
[486.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=486)
I'm I'm pretty heavily I'm I I hate this

### segment-474
[486.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=486)
I'm I'm pretty heavily I'm I I hate this
expression, but I'm pretty bullish on

### segment-475
[489.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=489)
expression, but I'm pretty bullish on

### segment-476
[489.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=489)
expression, but I'm pretty bullish on
Eve being like a long-term

### segment-477
[491.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=491)
Eve being like a long-term

### segment-478
[491.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=491)
Eve being like a long-term
uh tool that we use internally to take

### segment-479
[494.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=493)
uh tool that we use internally to take

### segment-480
[494.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=494)
uh tool that we use internally to take
all these different systems, mesh them

### segment-481
[495.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=495)
all these different systems, mesh them

### segment-482
[495.8s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=495)
all these different systems, mesh them
together, and just tell me what the

### segment-483
[497.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=497)
together, and just tell me what the

### segment-484
[497.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=497)
together, and just tell me what the
hell's going off on the website rather

### segment-485
[499.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=499)
hell's going off on the website rather

### segment-486
[499.3s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=499)
hell's going off on the website rather
than being completely clued out and not

### segment-487
[500.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=500)
than being completely clued out and not

### segment-488
[501.0s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=500)
than being completely clued out and not
understanding how, you know, like Google

### segment-489
[502.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=502)
understanding how, you know, like Google

### segment-490
[502.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=502)
understanding how, you know, like Google
Analytics works, Google Search Console

### segment-491
[504.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=504)
Analytics works, Google Search Console

### segment-492
[504.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=504)
Analytics works, Google Search Console
works, uh Posthog, Ahrefs, whatever

### segment-493
[507.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=507)
works, uh Posthog, Ahrefs, whatever

### segment-494
[507.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=507)
works, uh Posthog, Ahrefs, whatever
different disparate systems. You get the

### segment-495
[509.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=509)
different disparate systems. You get the

### segment-496
[509.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=509)
different disparate systems. You get the
idea. Anyway, if you want more info

### segment-497
[511.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=511)
idea. Anyway, if you want more info

### segment-498
[511.4s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=511)
idea. Anyway, if you want more info
about this,

### segment-499
[512.5s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=512)
about this,

### segment-500
[512.6s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=512)
about this,
drop us a comment down below and we'll

### segment-501
[514.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=514)
drop us a comment down below and we'll

### segment-502
[514.7s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=514)
drop us a comment down below and we'll
we'll get back to you. Thanks for

### segment-503
[516.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=516)
we'll get back to you. Thanks for

### segment-504
[516.2s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=516)
we'll get back to you. Thanks for
watching. Have a great day. Take care.

### segment-505
[518.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=518)
watching. Have a great day. Take care.

### segment-506
[518.1s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=518)
watching. Have a great day. Take care.
[music]

### segment-507
[518.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=518)
[music]

### segment-508
[518.9s](https://www.youtube.com/watch?v=e2bWdLqlswk&t=518)
[music]
Bye-bye.

## Questions answered on the original page

### What is Eve and what can it be used for?
Eve is a platform for building AI agents that can operate across different systems. You can use it to create chatbots in Slack, automate website changes, build comparison pages, or integrate with tools like Linear and GitHub. The key advantage is that Eve lets you connect these agents directly to whatever tools you're already using through Vercel Connect.
Source: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup

### How does Eve help with keeping comparison pages up to date?
We use Eve with a YAML file-based system that stores all our comparison page information in one place. This makes it versionable and allows us to create pull requests to update content. Eve can automatically run these updates on a schedule using cron jobs, so our comparison pages stay fresh without manual intervention.
Source: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup

### Why is using deterministic systems better for AI agents?
Deterministic systems are much easier and cheaper for AI to work with because they follow predictable patterns and rules. When you set up your agent skills with clear guardrails and structured data like we do, the AI can reliably execute the same tasks repeatedly, which significantly reduces your token costs.
Source: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup

### How much does it cost to run multiple agents with Eve?
We've set up five different agents that are constantly running across our systems, and we put a hundred dollars on our AI Gateway at the start. We haven't spent it yet, so the cost is remarkably low for what you get in terms of continuous automation and intelligence gathering.
Source: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup

### How can Eve integrate with Slack?
Eve connects directly to Slack through Vercel Connect, allowing you to set up agents that send information and reports into your Slack channels. For example, we have a website report bot that pulls data from Vercel observability and other sources, then delivers insights right to Slack so your team can make decisions based on real-time information.
Source: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup

### What makes Eve better than non-deterministic approaches like Claude Schedule?
Non-deterministic systems like Claude Schedule can give different answers each week depending on how the AI interprets things, which makes it hard to track changes over time or compare data. Eve's deterministic approach means your agents return consistent data structures, so you can reliably compare week-to-week results and actually see what's improving or degrading on your website.
Source: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup

### Can I run multiple agents together or do they need to be separate?
You can do both. You can create isolated agents that work independently, or you can build connected systems where multiple agents feed into each other. We've built something more integrated with agents like competitor intelligence, SEO tracking, Reddit scouting, and CMS updates all working together and reporting into a single Slack channel.
Source: https://robotostudio.com/videos/real-world-ai-agents-with-vercel-s-eve-our-actual-setup