# Vercel Ship AI overview

ID: youtube:ks5A5ji1N_s
Canonical HTML: https://robotostudio.com/videos/vercel-ship-ai-overview
Original source: https://www.youtube.com/watch?v=ks5A5ji1N_s
Author: Jono Alford
Published: 2025-11-10T00:00:00.000Z
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

They announced a lot at Vercel Ship AI. Our video rundown covers which releases matter, what AI SDK 6 changes, and what we would start building with first.

## Full transcript

Origin: Edited transcript from the original Roboto page

Hey, how's it going? Hope you're having a great day. Um, I want to talk very quickly about this list. This is the AI ship releases and I very specifically want to go through everything as a whistle stop tour and just tell you a little bit about it because I think it's important.

Um, AI SDK number one. Uh, the AI SDK is basically an easy way to be able to talk with AI models through using TypeScript. That's that's basically it. Okay. Um, now there is a beta that's just come out and this does a whole bunch more to be able to stop things from like toolings from running on forever. But the main thing here is that you should have a go with just playing with it. It's really, really cool. It's really powerful.

Number two is the Vercel marketplace. And the Vercel marketplace, you might be thinking, hold up, this is this has been around for a while. Um, that is correct. So, there used to be the ability, well, I say used to be, there still is the ability to be able to just install a database, something like Neon or Upstash or any of these tools, um, by pressing a button. Well, one of the things that's kind of interesting, it's a bit of a paradigm shift, is we're seeing more and more kind of very specific niche AI models. Um, and as you can see, one of the big things here is that Vercel is thinking about the same process of where you just press one button and you immediately get that AI model or that AI tooling or potentially any number of things that might work with the AI SDK by just pressing a button. It means you spend less time on infra and more time actually building the thing you want to build.

Um, number three, and this is the sleeper hit, this is our favorite inhouse is the whole idea of workflow. You're going to hear the word durability thrown about a whole bunch. Um, what durability basically is is it's a way to be able to do something over a long period of time and it reliably work. Um, it doesn't have to necessarily be a long period of time, but even with things like flaky models or failovers, sorry. Um, that's the kind of thing that workflow does. So, it sits on one side and it basically goes step one, has it been completed? Cool. Step one completed. Step two, has it been completed? No, it failed. Okay, let me retry it. Step three, well, we don't do step three until a week's time. So, wait a week, then do step three. That's what workflows does.

Now, if you're a developer, this is a nightmare. It takes a long, long time, and you have to do things like cron jobs, and you have to hope to god that things don't break. Um, but this is now so much simpler and amazing for teams like to be able to do some incredible stuff. Um, maybe even just being kickstarted from a form.

Number four, Vercel agent. So this one's interesting and this one's actually solved a couple of bugs inhouse already from us. So Vercel agent basically sits on top of the observability layer and rather than you having to manually go through and go oh you know what happened at this 500 error how many people did it happen to what was the cause where did that come from is it a vendor yada yada yada Vercel agent basically tells you and it's pretty accurate we've we've seen it kick off about six or seven times and every single time it got the answer the cause of what caused the issue. Um, so really really cool tool. Just enable it. It's it's really cheap for what it does. If you compare this to certain people, data dog, um, it's it's really good.

So number five is Vercel for Python. So for the three developers out there that still use Python, really really good tool. So feel free to use that.

Number six, um, an agent on every desk. Okay, this is this one. This one this is a thinly veiled marketing ploy. So definitely click that one. Definitely click on the uh the contact us form. No, I think it's a really good thing. So, basically, Vercel is trying to encourage people to build agents inhouse and I can see this being a very very defining thing between kind of mediocre agencies or mediocre uh companies where they don't really touch AI. They don't use it in any internal workflows and they fall behind. Um and so, you know, they're telling you this and then they're giving you these on seven and eight.

So, seven and eight. Seven is a lead agent. So, it's a way of being able to take things like forms and then enrich them with AI doing R&D in the background. Um, and there was a great example saying it takes about 15 minutes to do this each time. Can you imagine how much time you're going to save where if an AI goes off and does all of this and it's already there, you can just literally run it with one button. Um, this does it where it can integrate into your forms and research that information.

And then finally is the uh data analyst agent. And this one is also very cool because you can throw this in Slack and you can actually start using it like oh uh out of interest how many people came to the website last month? How many of those people converted? What did they convert from? Which pages did they go to? You know all these kind of questions. Um and it will create the SQL to read your data warehouses and things like that to get that information.

Um I hope this all helped. I'd love to hear what you're building at the moment. Get in touch. Thanks a lot. Take care. Bye-bye.

## Timestamped captions

### segment-1
[6.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=6)
Hey, how's it going? Hope you're having

### segment-2
[6.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=6)
Hey, how's it going? Hope you're having
a great day. Um, I want to talk very

### segment-3
[8.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=8)
a great day. Um, I want to talk very

### segment-4
[8.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=8)
a great day. Um, I want to talk very
quickly about this list. This is the AI

### segment-5
[10.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=10)
quickly about this list. This is the AI

### segment-6
[10.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=10)
quickly about this list. This is the AI
ship releases and I very specifically

### segment-7
[13.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=13)
ship releases and I very specifically

### segment-8
[13.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=13)
ship releases and I very specifically
want to go through everything as a

### segment-9
[14.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=14)
want to go through everything as a

### segment-10
[14.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=14)
want to go through everything as a
whistle stop tour and just tell you a

### segment-11
[15.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=15)
whistle stop tour and just tell you a

### segment-12
[15.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=15)
whistle stop tour and just tell you a
little bit about it because I think it's

### segment-13
[17.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=17)
little bit about it because I think it's

### segment-14
[17.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=17)
little bit about it because I think it's
important. Um, AI SDK number one. Uh,

### segment-15
[20.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=20)
important. Um, AI SDK number one. Uh,

### segment-16
[20.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=20)
important. Um, AI SDK number one. Uh,
the AI SDK is basically an easy way to

### segment-17
[23.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=23)
the AI SDK is basically an easy way to

### segment-18
[23.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=23)
the AI SDK is basically an easy way to
be able to talk with AI models through

### segment-19
[25.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=25)
be able to talk with AI models through

### segment-20
[25.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=25)
be able to talk with AI models through
using TypeScript. That's that's

### segment-21
[27.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=27)
using TypeScript. That's that's

### segment-22
[27.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=27)
using TypeScript. That's that's
basically it. Okay. Um, now there is a

### segment-23
[30.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=30)
basically it. Okay. Um, now there is a

### segment-24
[30.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=30)
basically it. Okay. Um, now there is a
beta that's just come out and this does

### segment-25
[31.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=31)
beta that's just come out and this does

### segment-26
[31.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=31)
beta that's just come out and this does
a whole bunch more to be able to stop

### segment-27
[33.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=33)
a whole bunch more to be able to stop

### segment-28
[33.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=33)
a whole bunch more to be able to stop
things from like toolings from running

### segment-29
[34.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=34)
things from like toolings from running

### segment-30
[34.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=34)
things from like toolings from running
on forever. But the main thing here is

### segment-31
[36.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=36)
on forever. But the main thing here is

### segment-32
[36.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=36)
on forever. But the main thing here is
that you should have a go with just

### segment-33
[37.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=37)
that you should have a go with just

### segment-34
[37.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=37)
that you should have a go with just
playing with it. It's really, really

### segment-35
[38.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=38)
playing with it. It's really, really

### segment-36
[38.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=38)
playing with it. It's really, really
cool. It's really powerful. Number two

### segment-37
[42.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=41)
cool. It's really powerful. Number two

### segment-38
[42.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=42)
cool. It's really powerful. Number two
is the Versel marketplace. And the

### segment-39
[44.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=44)
is the Versel marketplace. And the

### segment-40
[44.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=44)
is the Versel marketplace. And the
Versel marketplace, you might be

### segment-41
[45.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=45)
Versel marketplace, you might be

### segment-42
[45.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=45)
Versel marketplace, you might be
thinking, hold up, this is this has been

### segment-43
[46.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=46)
thinking, hold up, this is this has been

### segment-44
[46.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=46)
thinking, hold up, this is this has been
around for a while. Um, that is correct.

### segment-45
[49.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=49)
around for a while. Um, that is correct.

### segment-46
[49.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=49)
around for a while. Um, that is correct.
So, there used to be the abil, well, I

### segment-47
[50.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=50)
So, there used to be the abil, well, I

### segment-48
[50.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=50)
So, there used to be the abil, well, I
say used to be, there still is the

### segment-49
[52.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=52)
say used to be, there still is the

### segment-50
[52.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=52)
say used to be, there still is the
ability to be able to just install a

### segment-51
[54.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=54)
ability to be able to just install a

### segment-52
[54.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=54)
ability to be able to just install a
database, something like Neon or Upstash

### segment-53
[56.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=56)
database, something like Neon or Upstash

### segment-54
[56.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=56)
database, something like Neon or Upstash
or any of these tools, um, by pressing a

### segment-55
[59.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=59)
or any of these tools, um, by pressing a

### segment-56
[59.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=59)
or any of these tools, um, by pressing a
button. Well, one of the things that's

### segment-57
[61.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=61)
button. Well, one of the things that's

### segment-58
[61.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=61)
button. Well, one of the things that's
kind of interesting, it's a bit of a

### segment-59
[62.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=62)
kind of interesting, it's a bit of a

### segment-60
[62.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=62)
kind of interesting, it's a bit of a
paradigm shift, is we're seeing more and

### segment-61
[64.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=64)
paradigm shift, is we're seeing more and

### segment-62
[64.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=64)
paradigm shift, is we're seeing more and
more kind of very specific niche AI

### segment-63
[67.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=67)
more kind of very specific niche AI

### segment-64
[67.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=67)
more kind of very specific niche AI
models. Um, and as you can see, one of

### segment-65
[69.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=69)
models. Um, and as you can see, one of

### segment-66
[69.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=69)
models. Um, and as you can see, one of
the big things here is that Versel is

### segment-67
[71.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=71)
the big things here is that Versel is

### segment-68
[71.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=71)
the big things here is that Versel is
thinking about the same process of where

### segment-69
[73.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=73)
thinking about the same process of where

### segment-70
[73.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=73)
thinking about the same process of where
you just press one button and you

### segment-71
[75.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=75)
you just press one button and you

### segment-72
[75.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=75)
you just press one button and you
immediately get that AI model or that AI

### segment-73
[77.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=77)
immediately get that AI model or that AI

### segment-74
[77.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=77)
immediately get that AI model or that AI
tooling or potentially any number of

### segment-75
[80.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=80)
tooling or potentially any number of

### segment-76
[80.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=80)
tooling or potentially any number of
things that might work with the AI SDK

### segment-77
[83.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=83)
things that might work with the AI SDK

### segment-78
[83.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=83)
things that might work with the AI SDK
by just pressing a button. It means you

### segment-79
[85.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=85)
by just pressing a button. It means you

### segment-80
[85.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=85)
by just pressing a button. It means you
spend less time on infra and you're

### segment-81
[87.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=87)
spend less time on infra and you're

### segment-82
[87.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=87)
spend less time on infra and you're
actually building something that you

### segment-83
[88.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=88)
actually building something that you

### segment-84
[88.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=88)
actually building something that you
want to build at the end of the day. Um,

### segment-85
[90.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=90)
want to build at the end of the day. Um,

### segment-86
[90.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=90)
want to build at the end of the day. Um,
number three, and this is the sleeper

### segment-87
[92.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=92)
number three, and this is the sleeper

### segment-88
[92.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=92)
number three, and this is the sleeper
hit, this is our favorite inhouse is the

### segment-89
[94.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=94)
hit, this is our favorite inhouse is the

### segment-90
[94.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=94)
hit, this is our favorite inhouse is the
whole idea of workflow. You're going to

### segment-91
[96.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=96)
whole idea of workflow. You're going to

### segment-92
[96.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=96)
whole idea of workflow. You're going to
hear the word durability thrown about a

### segment-93
[98.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=98)
hear the word durability thrown about a

### segment-94
[98.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=98)
hear the word durability thrown about a
whole bunch. Um, what durability

### segment-95
[100.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=100)
whole bunch. Um, what durability

### segment-96
[100.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=100)
whole bunch. Um, what durability
basically is is it's a way to be able to

### segment-97
[103.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=103)
basically is is it's a way to be able to

### segment-98
[103.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=103)
basically is is it's a way to be able to
do something over a long period of time

### segment-99
[105.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=105)
do something over a long period of time

### segment-100
[105.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=105)
do something over a long period of time
and it reliably work. Um, it doesn't

### segment-101
[107.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=107)
and it reliably work. Um, it doesn't

### segment-102
[107.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=107)
and it reliably work. Um, it doesn't
have to necessarily be a long period of

### segment-103
[109.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=108)
have to necessarily be a long period of

### segment-104
[109.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=108)
have to necessarily be a long period of
time, but even with things like flaky

### segment-105
[110.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=110)
time, but even with things like flaky

### segment-106
[110.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=110)
time, but even with things like flaky
flaky models or fall failovers, sorry.

### segment-107
[114.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=113)
flaky models or fall failovers, sorry.

### segment-108
[114.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=114)
flaky models or fall failovers, sorry.
Um, that's the kind of thing that

### segment-109
[115.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=115)
Um, that's the kind of thing that

### segment-110
[115.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=115)
Um, that's the kind of thing that
workflow does. So, it sits on one side

### segment-111
[117.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=117)
workflow does. So, it sits on one side

### segment-112
[117.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=117)
workflow does. So, it sits on one side
and it basically goes step one, has it

### segment-113
[120.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=120)
and it basically goes step one, has it

### segment-114
[120.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=120)
and it basically goes step one, has it
been completed? Cool. Step one

### segment-115
[122.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=122)
been completed? Cool. Step one

### segment-116
[122.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=122)
been completed? Cool. Step one
completed. Step two, has it been

### segment-117
[124.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=124)
completed. Step two, has it been

### segment-118
[124.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=124)
completed. Step two, has it been
completed? No, it failed. Okay, let me

### segment-119
[126.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=126)
completed? No, it failed. Okay, let me

### segment-120
[126.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=126)
completed? No, it failed. Okay, let me
retry it. Step three, well, we don't do

### segment-121
[128.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=128)
retry it. Step three, well, we don't do

### segment-122
[128.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=128)
retry it. Step three, well, we don't do
step three until a week's time. So, wait

### segment-123
[130.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=130)
step three until a week's time. So, wait

### segment-124
[130.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=130)
step three until a week's time. So, wait
a week, then do step three. That's what

### segment-125
[132.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=132)
a week, then do step three. That's what

### segment-126
[133.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=132)
a week, then do step three. That's what
workflows does. Now, if you're a

### segment-127
[134.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=134)
workflows does. Now, if you're a

### segment-128
[134.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=134)
workflows does. Now, if you're a
developer, this is a nightmare. It takes

### segment-129
[136.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=136)
developer, this is a nightmare. It takes

### segment-130
[136.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=136)
developer, this is a nightmare. It takes
a long, long time, and you have to do

### segment-131
[138.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=138)
a long, long time, and you have to do

### segment-132
[138.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=138)
a long, long time, and you have to do
things like cron jobs, and you have to

### segment-133
[139.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=139)
things like cron jobs, and you have to

### segment-134
[139.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=139)
things like cron jobs, and you have to
hope to god that things don't break. Um,

### segment-135
[141.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=141)
hope to god that things don't break. Um,

### segment-136
[141.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=141)
hope to god that things don't break. Um,
but this is now so much simpler and

### segment-137
[144.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=144)
but this is now so much simpler and

### segment-138
[144.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=144)
but this is now so much simpler and
amazing for teams like to be able to do

### segment-139
[146.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=146)
amazing for teams like to be able to do

### segment-140
[146.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=146)
amazing for teams like to be able to do
some incredible stuff. Um, maybe even

### segment-141
[149.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=149)
some incredible stuff. Um, maybe even

### segment-142
[149.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=149)
some incredible stuff. Um, maybe even
just being kickstarted from a form.

### segment-143
[151.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=151)
just being kickstarted from a form.

### segment-144
[151.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=151)
just being kickstarted from a form.
Number four, Versel agent. So this one's

### segment-145
[154.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=154)
Number four, Versel agent. So this one's

### segment-146
[154.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=154)
Number four, Versel agent. So this one's
interesting and this one's actually

### segment-147
[155.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=155)
interesting and this one's actually

### segment-148
[155.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=155)
interesting and this one's actually
solved a couple of bugs inhouse already

### segment-149
[158.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=158)
solved a couple of bugs inhouse already

### segment-150
[158.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=158)
solved a couple of bugs inhouse already
from us. So Versel agent basically sits

### segment-151
[160.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=160)
from us. So Versel agent basically sits

### segment-152
[161.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=160)
from us. So Versel agent basically sits
on top of the observability layer and

### segment-153
[163.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=163)
on top of the observability layer and

### segment-154
[163.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=163)
on top of the observability layer and
rather than you having to manually go

### segment-155
[164.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=164)
rather than you having to manually go

### segment-156
[164.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=164)
rather than you having to manually go
through and go oh you know what happened

### segment-157
[166.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=166)
through and go oh you know what happened

### segment-158
[166.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=166)
through and go oh you know what happened
at this 500 error how many people did it

### segment-159
[169.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=169)
at this 500 error how many people did it

### segment-160
[169.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=169)
at this 500 error how many people did it
happen to what was the cause where did

### segment-161
[171.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=171)
happen to what was the cause where did

### segment-162
[171.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=171)
happen to what was the cause where did
that come from is it is it a vendor yada

### segment-163
[174.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=174)
that come from is it is it a vendor yada

### segment-164
[174.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=174)
that come from is it is it a vendor yada
yada yada versell agent basically tells

### segment-165
[176.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=176)
yada yada versell agent basically tells

### segment-166
[176.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=176)
yada yada versell agent basically tells
you and it's pretty accurate we've we've

### segment-167
[179.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=179)
you and it's pretty accurate we've we've

### segment-168
[179.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=179)
you and it's pretty accurate we've we've
seen it kick off about six or seven

### segment-169
[180.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=180)
seen it kick off about six or seven

### segment-170
[181.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=180)
seen it kick off about six or seven
times and every single time it got the

### segment-171
[182.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=182)
times and every single time it got the

### segment-172
[182.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=182)
times and every single time it got the
answer the cause of what caused the

### segment-173
[185.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=185)
answer the cause of what caused the

### segment-174
[185.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=185)
answer the cause of what caused the
issue. Um, so really really cool tool.

### segment-175
[188.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=187)
issue. Um, so really really cool tool.

### segment-176
[188.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=188)
issue. Um, so really really cool tool.
Just enable it. It's it's really cheap

### segment-177
[190.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=190)
Just enable it. It's it's really cheap

### segment-178
[190.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=190)
Just enable it. It's it's really cheap
for what it does. If you compare this to

### segment-179
[192.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=192)
for what it does. If you compare this to

### segment-180
[192.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=192)
for what it does. If you compare this to
certain people, data dog, um, it's it's

### segment-181
[195.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=195)
certain people, data dog, um, it's it's

### segment-182
[195.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=195)
certain people, data dog, um, it's it's
really good. So number five is Versel

### segment-183
[199.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=199)
really good. So number five is Versel

### segment-184
[199.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=199)
really good. So number five is Versel
for Python. So for the three developers

### segment-185
[201.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=201)
for Python. So for the three developers

### segment-186
[201.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=201)
for Python. So for the three developers
out there that still use Python, really

### segment-187
[203.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=203)
out there that still use Python, really

### segment-188
[203.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=203)
out there that still use Python, really
really good tool. So feel free to use

### segment-189
[205.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=205)
really good tool. So feel free to use

### segment-190
[205.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=205)
really good tool. So feel free to use
that. Number six, um, an agent on every

### segment-191
[208.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=208)
that. Number six, um, an agent on every

### segment-192
[208.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=208)
that. Number six, um, an agent on every
desk. Okay, this is this one. This one

### segment-193
[210.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=210)
desk. Okay, this is this one. This one

### segment-194
[210.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=210)
desk. Okay, this is this one. This one
this is a thinly veiled marketing ploy.

### segment-195
[213.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=213)
this is a thinly veiled marketing ploy.

### segment-196
[213.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=213)
this is a thinly veiled marketing ploy.
So definitely click that one. definitely

### segment-197
[215.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=215)
So definitely click that one. definitely

### segment-198
[215.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=215)
So definitely click that one. definitely
click on the uh the contact us form. No,

### segment-199
[217.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=217)
click on the uh the contact us form. No,

### segment-200
[217.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=217)
click on the uh the contact us form. No,
I think it's a really good thing. So,

### segment-201
[219.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=219)
I think it's a really good thing. So,

### segment-202
[219.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=219)
I think it's a really good thing. So,
basically, Versell is trying to

### segment-203
[220.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=220)
basically, Versell is trying to

### segment-204
[220.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=220)
basically, Versell is trying to
encourage people to build agents inhouse

### segment-205
[223.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=223)
encourage people to build agents inhouse

### segment-206
[223.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=223)
encourage people to build agents inhouse
and I can see this being a very very

### segment-207
[225.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=225)
and I can see this being a very very

### segment-208
[225.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=225)
and I can see this being a very very
defining thing between kind of mediocre

### segment-209
[226.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=226)
defining thing between kind of mediocre

### segment-210
[227.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=226)
defining thing between kind of mediocre
agencies or mediocre uh companies where

### segment-211
[229.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=229)
agencies or mediocre uh companies where

### segment-212
[229.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=229)
agencies or mediocre uh companies where
they don't really touch AI. They don't

### segment-213
[231.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=231)
they don't really touch AI. They don't

### segment-214
[231.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=231)
they don't really touch AI. They don't
use it in any internal workflows and

### segment-215
[233.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=233)
use it in any internal workflows and

### segment-216
[233.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=233)
use it in any internal workflows and
they fall behind. Um and so, you know,

### segment-217
[237.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=237)
they fall behind. Um and so, you know,

### segment-218
[237.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=237)
they fall behind. Um and so, you know,
they're telling you this and then

### segment-219
[238.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=238)
they're telling you this and then

### segment-220
[238.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=238)
they're telling you this and then
they're giving you these on seven and

### segment-221
[240.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=240)
they're giving you these on seven and

### segment-222
[240.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=240)
they're giving you these on seven and
eight. So, seven and eight. Seven is a

### segment-223
[242.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=242)
eight. So, seven and eight. Seven is a

### segment-224
[242.4s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=242)
eight. So, seven and eight. Seven is a
lead agent. So, it's a way of being able

### segment-225
[243.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=243)
lead agent. So, it's a way of being able

### segment-226
[243.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=243)
lead agent. So, it's a way of being able
to take things like forms and then

### segment-227
[245.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=245)
to take things like forms and then

### segment-228
[245.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=245)
to take things like forms and then
enrich them with AI doing R&D in the

### segment-229
[248.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=248)
enrich them with AI doing R&D in the

### segment-230
[248.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=248)
enrich them with AI doing R&D in the
background. Um, and there was a great

### segment-231
[249.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=249)
background. Um, and there was a great

### segment-232
[249.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=249)
background. Um, and there was a great
example saying it takes about 15 minutes

### segment-233
[251.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=251)
example saying it takes about 15 minutes

### segment-234
[251.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=251)
example saying it takes about 15 minutes
to do this each time. Can you imagine

### segment-235
[253.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=253)
to do this each time. Can you imagine

### segment-236
[253.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=253)
to do this each time. Can you imagine
how much time you're going to save where

### segment-237
[255.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=255)
how much time you're going to save where

### segment-238
[255.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=255)
how much time you're going to save where
if an AI goes off and does all of this

### segment-239
[257.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=257)
if an AI goes off and does all of this

### segment-240
[257.5s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=257)
if an AI goes off and does all of this
and it's already there, you can just

### segment-241
[258.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=258)
and it's already there, you can just

### segment-242
[259.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=258)
and it's already there, you can just
literally run it with one button. Um,

### segment-243
[261.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=261)
literally run it with one button. Um,

### segment-244
[261.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=261)
literally run it with one button. Um,
this does it where it can integrate into

### segment-245
[263.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=263)
this does it where it can integrate into

### segment-246
[263.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=263)
this does it where it can integrate into
your forms and research that

### segment-247
[265.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=265)
your forms and research that

### segment-248
[265.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=265)
your forms and research that
information. And then finally is the uh

### segment-249
[268.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=268)
information. And then finally is the uh

### segment-250
[268.3s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=268)
information. And then finally is the uh
data analyst agent. And this one is also

### segment-251
[270.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=270)
data analyst agent. And this one is also

### segment-252
[270.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=270)
data analyst agent. And this one is also
very cool because you can throw this in

### segment-253
[272.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=272)
very cool because you can throw this in

### segment-254
[272.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=272)
very cool because you can throw this in
Slack and you can actually start using

### segment-255
[273.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=273)
Slack and you can actually start using

### segment-256
[273.8s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=273)
Slack and you can actually start using
it like oh uh out of interest how many

### segment-257
[276.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=276)
it like oh uh out of interest how many

### segment-258
[276.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=276)
it like oh uh out of interest how many
people came to the website last month?

### segment-259
[278.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=278)
people came to the website last month?

### segment-260
[278.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=278)
people came to the website last month?
How many of those people converted? What

### segment-261
[280.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=280)
How many of those people converted? What

### segment-262
[281.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=280)
How many of those people converted? What
did they convert from? Which pages did

### segment-263
[282.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=282)
did they convert from? Which pages did

### segment-264
[282.7s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=282)
did they convert from? Which pages did
they go to? You know all these kind of

### segment-265
[284.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=284)
they go to? You know all these kind of

### segment-266
[284.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=284)
they go to? You know all these kind of
questions. Um and it will create the SQL

### segment-267
[287.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=287)
questions. Um and it will create the SQL

### segment-268
[287.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=287)
questions. Um and it will create the SQL
to read your data warehouses and things

### segment-269
[289.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=289)
to read your data warehouses and things

### segment-270
[289.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=289)
to read your data warehouses and things
like that to get that information. Um I

### segment-271
[292.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=292)
like that to get that information. Um I

### segment-272
[292.1s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=292)
like that to get that information. Um I
hope this all helped. I'd love to hear

### segment-273
[293.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=293)
hope this all helped. I'd love to hear

### segment-274
[293.6s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=293)
hope this all helped. I'd love to hear
what you're building at the moment. Get

### segment-275
[294.9s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=294)
what you're building at the moment. Get

### segment-276
[295.0s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=294)
what you're building at the moment. Get
in touch. Thanks a lot. Take care.

### segment-277
[297.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=297)
in touch. Thanks a lot. Take care.

### segment-278
[297.2s](https://www.youtube.com/watch?v=ks5A5ji1N_s&t=297)
in touch. Thanks a lot. Take care.
Bye-bye.

## Questions answered on the original page

### What was released in Vercel Ship AI?
Eight things worth knowing about. The AI SDK (TypeScript-first way to talk to AI models), an expanded Vercel marketplace for one-click AI tooling, the Workflow SDK for durable multi-step processes, the Vercel Agent for observability and incident debugging, Vercel for Python, a "build agents inhouse" initiative, a Lead Agent for form enrichment, and a Data Analyst Agent that writes SQL against your data warehouse from plain-English questions in Slack.
Source: https://robotostudio.com/videos/vercel-ship-ai-overview

### What is the Vercel AI SDK?
A TypeScript library that gives you a clean, unified interface for talking to AI models. The beta at the time of recording added controls to stop tool calls running indefinitely. The main pitch is simplicity, swap models without rewriting your integration.
Source: https://robotostudio.com/videos/vercel-ship-ai-overview

### What is the Vercel Workflow SDK?
A tool for building durable, multi-step processes in TypeScript. Each step is retried automatically on failure, and a workflow can pause and resume after days or weeks without keeping a server running. Useful for anything where reliability matters more than speed: lead enrichment, onboarding sequences, long-running research tasks.
Source: https://robotostudio.com/videos/vercel-ship-ai-overview

### What is the Vercel Agent?
An AI layer on top of Vercel's observability tools. Instead of manually sifting through logs after a 500 error, the Vercel Agent diagnoses the cause for you. Based on internal usage at the time of the video, it correctly identified the root cause every time it fired, covering about six or seven incidents.
Source: https://robotostudio.com/videos/vercel-ship-ai-overview

### What is the Vercel Lead Agent?
An open-source reference implementation that enriches inbound leads. A contact form submission triggers a workflow that researches the company, then surfaces a summary (company size, intent, and other details) so you're not doing that manually for every inquiry. Vercel estimates it saves around 15 minutes per lead.
Source: https://robotostudio.com/videos/vercel-ship-ai-overview

### What is the Vercel Data Analyst Agent?
An agent you can drop into Slack that answers plain-English questions about your data. Ask it how many people visited last month or what pages drove conversions, and it writes and runs the SQL against your data warehouse. Useful for teams that need quick data access without waiting on a data analyst or writing queries themselves.
Source: https://robotostudio.com/videos/vercel-ship-ai-overview