Peter Steinberger: What Happens When 4.7 Million People Let It Cook
952 segments
Six months ago, I was the future. These
days, the pulse say I got mocked by an
anime girl. You know, I get questions
like this almost every day. Usually, I
ignore it or I give the media answer.
Today you get some real ones. It's going
to be five questions, 40 minutes. And I
know what you what you might all came
for. You came for loops, graphs, making
codex go brew. This is free on my
Twitter.
This will help you to survive the roller
coaster that might be coming for you.
You know, yesterday Boris told you to
let the model cook.
I'm the guy who found out what happened
when tens of thousands of people let it
cook at the same time. Let's start with
the question everyone asks first. How is
open claw only 8 months old? You know,
it might be eight months in in human
time, but in AI times it's it's more
like four years. And my source of
inspiration is usually being annoyed. So
on on a rainy day in November, I was
juggling some agents,
but I was also hungry.
So I wanted to make sure that my tokens
are put to good use while I raid the
kitchen. And there was still no good way
to just send a prompt from my phone to
my computer
so some agent could check up how my
agent's actually doing. Remember early
2025? And you know guys, this is my
first silent discos. It's a very new
experience. So like I give me some hands
if you actually listen to me. Yes.
[cheering]
Amazing.
Amazing. You know, early 2025. Oh my
god. We're talking the old Oppus 3i 2.5.
Openi had 03 which was the most
impressive one but also really slow and
expensive at times. And I got a dopamine
hit when my agent did something right.
I'm sure you remember this time. And
these days, if I if they get something
wrong,
I usually question myself, you know, did
I design the loop wrong? Did I not give
my agent everything they need to verify
their work? Do I have an error in my
thinking?
Am I asking for impossible things?
So, I came back from the kitchen
and my coding agent stopped because of
something silly
and I
was annoyed. So, I spun up a new
terminal session. I rambled my idea in
and I let the model cook. It built me a
WhatsApp relay and in an hour later I
could send messages from my Mac to
WhatsApp and back.
And that in itself felt magical. But
really, it shouldn't have. It's like I
we all did this for months already,
right? You open the terminal
and you type something in and you get a
reply.
But the magic is how it felt. It wasn't
a terminal. It wrote concise answers.
It It was proactive. Like sometimes it
would just like check on me during the
day. I made it so the the complexity
would melt away. You don't have to think
about which model, which context size or
when you start a new session. And I I
prompted the weights to a little bit
outside the default distribution
make it feel more like a friend.
And I was using it. I had I had so many
moments where I felt like this is the
future. This is this is AGI.
[snorts]
And you know what? Nobody cared.
Back then I already had a good following
on Twitter and I know it's called X now.
I don't I'll always call it Twitter.
People were not getting it. I would keep
trying to like make them make them
understand like how magical this felt to
me.
But week after week I failed.
And you notice a pattern? It annoyed me.
So I would create group chats with
friends and I added them WhatsApp relay
and I would show them I would let them
talk to it and every time I got a strong
emotional reaction. Some people were
amazed, some people were scared or
freaked out even. But each time there
was a strong emotion
and the best part there were quite a few
people that really wanted it and like
especially to my nontechnical friends I
told them no this is not yet for you and
they got mad. So if that's not an
indicator to have product market fit I
don't know what is.
So
I spent another months tweaking the
details thinking
what could I do to explain the world
you know and then the audacity someone
sent me a pull request to my WhatsApp
relay to add Discord support
you know like what parts of the name are
you not getting I let the PR sit for a
while and I was thinking and I was
thinking
>> and then eventually I was like ah what
the hell
and out of V relay became claudis
because I'm good with names and there's
no more than one message channel and so
you understand how early this was. I
didn't even had compaction built in yet.
So like at some point it would just like
stop uh and just just for in time for
Discord I I added a very hacky version
of compaction so Mario could make a good
one in Pi.
So, it was around New Year's Eve
and as you do, I I went home early
to hack on it some more. And then in the
first week of January,
just as the the geek world collectively
was learning about coding agents, I
created a Discord room, server, guild,
however we call it, and I put my claw in
it. And I remember the the first night
vividly.
People would be joining Discord and they
would like watch me build it in the
open. They would try to hack it. They
were like talking to it. They were
getting smug replies and they see what
they can do and they finally got it. You
know, like this was this was the moment
I sit up all night. I let people
interact with it.
I had this prompt in my agents.mmd that
would instruct it don't do any dangerous
tool calls unless the prompt comes from
Peter
you know this were like six months ago
and where all the things we wrote in our
agent felt more like suggestions so I
watched it very carefully I could always
pull the plug and then at 7 a.m.
Finally, I was done. I said good night.
I pressed Ctrl C and I went to bed. But
of course, like I built the software to
be resilient. So, it was a launch demon.
You know what happens if you like press
control C in a launch demon? Yeah. It'll
just it'll be dead for 5 seconds and
it'll start up again.
So, while I was walking into the
bedroom, my agent happily started
answering God in the world. And then I I
slept for like 10 hours. When I woke up,
I woke up to around 800 messages. People
tried to hack it. I pulled the plug. I
freaked out. I read through everything
and nothing actually happened. But this
was the moment. This was the moment
where it went viral. And you all been
here. You know what happened next? My
inbox exploded.
Reporters tried to call me in the middle
of the night. Did you know about this
feature that Apple would build when you
put it on do not disturb, but people
call you a few times in a row, the
iPhone would think it's an emergency. It
would would still let call through. I
didn't know about it, but reporters did.
My email inbox was more like a
waterfall.
Yeah, the Mac Mini sold out. I think
they're still sold out. I got more
invites to podcast in a month than I did
in my 39 years before. And Tropic sent
an email demanding the name change
and like dropped the lobster
and the project molted a few times.
Claudius became claudebot. Then there
was a very short time where we don't
talk about the name and then it started
on openclaw. Jensen called it the most
successful open-source project in the
history of humanity. And meanwhile, my
inbox was flooded with reporters,
security people, and countless curious
humans, and also agents. You know, the
numbers still don't feel real to me. In
8 months, more than 18,000 different
people opened an issue or a pull
request. Over 111,000 in total. I did
the math. No, who am I lying to? My
agent did the math. Almost 3,000 people
have commits in the repo.
And some people were mad at me because
clearly they did it first and I stole
the idea and they sent me links of
something I've never seen. Some people
called me I Jesus.
For some I became the antichrist. At
some point I started collecting the
obarius.
There's a new one every few weeks.
The the most recent one is actually
from yesterday.
What do we learn here? Be careful what
you wish for.
I was not ready for all this attention.
It almost broke me. Like I was that
close of just deleting the whole thing.
I stopped answering my friends.
I didn't even want to look at my phone
anymore because it was just a stream.
And of course, somebody leaked my phone
number and also a lot of private details
because I'm an enemy of humanity. And
here I am just wanted to build something
cool.
And now we're getting to question two.
Did you sell out? You know, this wasn't
my first ride. I spent my my 20s and my
30s
building a B2B software company.
I wrote a PDF framework
by hand like an animal. I bootstrapped
the company. I grew it to almost 80
people. I ignored the competition. It
became the thing most enterprises would
buy. And eventually I passed things on
to my co-founder. I sold my shares and I
very badly burned out.
Retirement. The idea of it sounds great.
And I spent almost three years wandering
around aimlessly,
catching up on life and parties.
I did all the things that I kind of
missed out on life. I had months where I
didn't even open my computer, you know,
just casually checking the the internet
with my phone.
It's like a normie.
I always knew that if I if I give myself
enough time,
the urge the urge would come back.
I always thought the urge would be code.
I always love programming.
But it took me a year to understand that
that's not entirely correct. I love
building.
Programming was just a means to an end.
And here I was
eight months after I found my Spark
again.
And my inbox was full of receipts
begging me to take their money.
And I didn't know I want to.
So when the big labs came knocking and
suddenly I was on the phone with
Mark, Sam, few others, this seemed like
a much more interesting pass.
It also felt unreal, right? Talk about
imposter syndrome. And maybe that's an
important lesson for you. Everything
that
everything you can build can be forked
or cloned, but your name cannot.
So your personal brand is way more
important than any single product that
you ever will
start working on that before you need
it.
So yeah, I know how to play the game. I
also know that doing this was the
equivalent of selling my soul.md. If you
know, you know
the decision was not easy,
but I if I learned anything during my
time after the burnout, it's it's this.
It's trusting your gut. And my gut told
me that I like open the most. Did Hermus
win?
And the short answer I can give you is
they beat us where it hurt. We're still
there.
And both of those are my fault and my
doing. In the months after the release,
we got absolutely crushed by security
reports.
In some ways, we were a prototype of
what many open- source projects now
experience.
And even though most were
super HKC, uh I felt the pressure.
And then the press, the press say 20% of
our skills are malicious. Now we
actually put a paper up with this. We
did the the numbers and the numbers are
more like 0.3%.
We scanned all 67,000.
We shipped the we shipped the paper. But
you know
a correction never travels as far as a
scare. I felt this responsibility.
The world discovered open claw. And even
though there was this big scary
disclaimer actually much bigger than I
could on the slides when you install it.
I knew many people wouldn't read the
docs. So I really focused on that
hardening the code base building layers
and layers of security. I did
sandboxing, allow lists,
a a web protocol with permissions built
in. We were shelling out to Python for
some file operations because there were
some primitives that are simply lacking
in Typescript
to ensure your agent stays in the
workspace. It doesn't follow sim links
and that the configuration files are
written atomically. Most of the users
didn't care about that. Sure, they
they like the abstract term of security,
but in all practical terms, they
updated. I broke something they depended
on. I made things slower and I made
things more difficult to update.
And another thing I have to admit I got
sloppy
because now I had to my time shifted
between open source the press
spending countless times on the phone
with lawyers to set up a a 5013 American
nonprofit.
I worked on my own one and you know
OpenI has its own world
that is interesting and demanding. I
brought on help
and we got such an amazing community of
maintainers that are very much respected
and everyone added their own little
feature. I felt I felt like I'm a bit in
a hard place.
After all, these people work for free,
right? So who I am who I am to to to to
tell them what to do
and also my attention was all over. So
we added a lot of features.
You know features are the fun part.
A new feature is is just a prompt away.
The real cost comes after every feature
we shipped of course with a
configuration option because we didn't
want to break everyone's setup. At our
highest, I had to count that we ended up
with around nine and a half thousand
configuration options. If you count all
the permutations, you can write all the
tests you want. It is impossible to
cover all of these and not break things
from time to time. It is infinitely
harder to evolve software that has
users.
Meanwhile, other companies, they were
fueled by VC money. They pushed ahead.
The anime girl company did it especially
well. People started inserting
themselves into pretty much any
conversation on Twitter while we were
burned in security grant work and
features. They had a simple story, an
aggressive marketing campaign,
and a oneliner to migrate people's
clause. The main thing though that
really hurt the project was entropic.
Not the name. The part was stressful,
but I I kind of understood and they were
really nice about it. It was the fact
that I optimized too much on their
model. I built Open Claw with Codex and
GPT, but the harness for a long time
really worked the best and was optimized
for OPOS.
So when they ping me with around 24
hours
notice that they're going to disable the
subscription for everyone
there was not really enough time to
change course.
I mean, sure, we we support openweight
models.
We did a lot of work on them, but they
really weren't that great yet.
And the early open air models
simply lacked character.
So maybe write this one down.
Your dependencies business model is your
business model.
You know, that's all fixed now. solves
pretty awesome. Open weight models are
actually good.
I learned a lot about harness
engineering.
But in many ways, people moved on.
You can see that in our download charts.
We bottomed out at around 835,000
weekly downloads in May. And then after
being declared death in in June, we
peaked at 4.7 million, the highest ever.
Both of those are true at the same time.
A hype is like the weather. You might
see it coming, but you can't control it.
In my case, it was a storm. Question
four, is it still fun? You know,
somewhere around February,
it stopped being fun. I started to feel
like it started to feel like a
responsibility.
I woke up and the man who didn't want to
build another company found himself in a
situation where he had two jobs
or should I say a job and a calling. I
was struggling and worst of all I
stopped using my own product. Somewhere
in that time I stopped making a product
I love and I worked on making something
for everyone. It became less of a thing
that I use every day and more I think
that I saw and felt was work. And I
wanted to picture who everyone really
is. One of them has a grocery agent.
Another one tried to social engineer my
bot. Between everyone adding features
and all the organization work.
I became the person that fixed the bugs,
fixed the security issues
and provided support and built a
foundation. And because all these people
were like giving the rumor mill, oh,
open clouds owned by OpenAI. I didn't
want to take too much help from OpenAI.
I mean, yeah, they gave me token and I
boy did I use that.
But I was also pulled into other product
projects and there was a whole flood of
people that I couldn't as easily block
who wanted to talk to me. In hindsight,
I could have many done differently like
I could have asked for more help.
I could have moved responsibility off my
plate, but I was so deep in everything
that I didn't take time to think through
strategically.
Luckily, I met a bunch of amazing people
and little by little things aligned. I
figured out my visa,
eventually formed a nonprofit.
We got amazing companies as donors and I
found some really good people that
believe in open source.
and started working with me. I also need
to give Nvidia a special shout out
because they were very early and they
simply asked me what I need. And then
they sent people to take over much of
their security work. And I think it was
somewhere in May
around my birthday
where I had this feeling that things are
starting to feel good again where the
joy of building for me was coming back.
And yeah, somewhere in the press,
the press decoined an open open clock
killer every other week. At some point,
I think I counted 20 of them. There's
even a a literally a project called
OpenCloud Killer. It's an uninstaller,
which is totally unnecessary because we
have an uninstaller, but you know, but
none of the killer stories ever picked
up what this is actually about.
open source. My source of inspiration is
being annoyed.
These days, I get annoyed when I have to
use software where I can't just send a
prompt to my agent to change it. That's
the fun part that's coming back. It's
hard to compete with someone who's just
there having fun. Fun is velocity.
The weeks I enjoyed building, the
product got visibly better.
the weeks I didn't. We should config
options. Question five.
What's next?
Some people in the audience might be
like, is this finally the part where he
talks about graphs? First of all, I'm
super happy with where we are with the
foundation. Our mission is to bring
people closer to AI and things are
changing so fast. For many people, it
feels scary. I'm proud of one thing that
OpenClaw achieved
and then for many people it moved the
eye from this thing that's like nebulous
and scary into something that is fun and
weird you know lobsters and all of that
and they'll keep pushing there.
keep building a great ecosystem of open
source software
with events that bring people together
and with education.
We have 10 people now on payroll. We're
hiring a few more roles including a CEO.
Second of all, I kind of made claw noun.
You know, Kapati dropped the open Satya
says enterprisegrade clause in
Microsoft's keynote. There are 33,000
claw named repositories.
If we are in a simulation, we're
certainly in one of the weirder ones
that won't get shut down. I dig this
part of the future.
Third,
we still don't have an agent that's
always on,
always syncing. There's still so much to
do. the landscape and the tech in AI are
building faster
than the software that you build around
and that's an opportunity for all of
you.
Our workflows are also evolving
like the vision I had early on where we
shouldn't think about session or
compaction.
The world is finally the models that
tech is finally getting to a stage where
this is becoming a reality.
We're entering a world where
we finally move on from the text text
only interfaces to voice and
multimodality.
Just yesterday we got a a hack working
that your claw can now facetime you and
this is kind of what matters why open
claw exists at all. Every lab will sell
you an agent. Open claw is the
alternative.
Open source runs everywhere, works with
any model. And if you run local models,
your data never has to leave your
device. Your agent, your machine, your
life.
That's not even my C thesis, that's
Gary's. You know, [laughter]
we just chipped it first. So we also
finally are building open claw with open
claw again but this time with a twist
where everyone sees each other's session
on a team server and there's a claw that
knows what everyone else is working on
and also can also take over
orchestration of the work. Yeah, we are
finally leaving this slowly this weird
blip in the future where people work in
terminals and run around with their
laptops open because the agent needs to
keep working. If you only remember three
things, number one, don't stop having
fun. Fun is the ultimate driver so you
can you can get the best ideas. Number
two, listen to your gut. And also fix
the things that annoy you. it might just
become the next big thing. And number
three,
stay focused.
You know,
another podcast is not what what will
make you win. Live in the future,
build what's missing.
And when they write your arbiterary,
keep shipping. It confuses them. Now,
[snorts] these were five questions. I'm
sure you have many more. And I think we
have plenty time. uh for QA. So first it
was agents, then loops, then graphs. How
are you building these days? I mean it
was always sessions, right? But in the
beginning you had to like actually care
that like you would clean and like you
would make sure that your instructions
are are coherent.
And these days it's more like my
sessions are topics. clearing the
session
sometimes even a disadvantage because
there's so much information in there
that helps the agent. Um
but the big thing the big thing the big
thing that shifted is
I try to make the agent do more
proactive work for me. So when I when I
shift my attention to something I don't
want to read issues I want to see fully
reviewed and tested PRs. Maybe I like
the feature, maybe I don't, but like I
don't want to like split my attention.
At the same time, at work, if you come
to me and you you tell me this feature
idea, I'm going to get mad at you. Like,
it's so easy that you just discuss the
feature idea with an agent, you build
it, you make screenshots, you let me
play with it. That way, if it's good, we
can like immediately iterate it. But
most of the time, people will figure out
why it's not good and don't even come to
me. What comes after graphs
and what's next for openclaw?
I know like I sometimes I like to
post on a Sunday and then like my
Twitter explodes
but also it's not a post, right? So
anytime you you you know what we as
engineers did for the longest time we
built automations
to make our life easier. That's like
that's been going on since our
profession exists.
So if you design
call it loop, call it graph, call it
workflow, it's kind of all the same. If
you design something that gets a trigger
or gets an input and does something for
you
and maybe there's a decision in the way,
boom, there's your graph. It's not it's
not magical. Even though like you know I
favored some of those graph engineering
posts because I'm kind of curious what
their opinion is that it would be in my
world. It's just like
it's just a a better way of our
automation story that we did for so long
already in a world of build fast ship
fast.
How to make sure that what you build is
still reliable and scalable.
Yeah, that's the part I I messed up for
a while
because I was not I was not focused
and the models were not really good at
testing.
I think that the models are really good
now. We have
we not just have sessions that remember
we have
orchestration trained into models so
they really understand and know to use
sub agents. We have computer use, we
have browser use. Like all of that
together is like your perfect Q&A
environment. Like I did that yesterday
where I spin up codecs, use 12 sub
aents,
understand my project, break it down
into features, and then each
each uh sub agent would like stress test
the feature or code review feature and
then inform the other session where to
focus testing on. some um we're not yet
at the point where you can automate
everything. You'll still you still need
to do some manual clickthroughs so that
you know how it feels. But like for a
lot of the the typical bugs that users
will encounter, you can actually now you
can prompt your way and you get very
far.
Okay.
AI tools. Ah, what's your decision you
made purely for speed early that you
still live with today? I think that was
really early in in deciding that
I don't read all the code. I see code
review more as a as risk management.
You know, sometimes you touch a system
that is
scary. kind of want to like read a
little bit closer and other times
you build UI. Do I really care the UI is
built if it looks correct? No. So you
kind of you glance over or you simply
you simply accept that
it looks right. Part of it is just like
you develop a little bit of a feeling
how long something should take. So if I
do a small tweak that should like change
how dragging works and it takes three
hours, I know something's wrong. I'll
look closely. But otherwise, part of
code review is simply like observing,
looking how big it changes and trusting
your gut.
Okay.
AI tools make it easy to build a product
in a weekend now. But building isn't the
hard part. Getting people to use this.
How would you go from a working
prototype to your first 10 real users
today? Well,
I think that was part of what I
addressed in my talk. User number one
should be you.
And my users two to 20 were friends. So
I'm sure you have some people that would
actually test your stuff, but you need
to be the first user. If you don't if
you don't get excited of what you're
building,
it'll probably not make sense.
Like in this day and age,
eyeballs are kind of the the most
expensive currency because
building something so fast now. How do
you balance solving issues that annoy
you and make features you think people
you want? That's a hard one because
oftentimes it it kind of goes together.
I get annoyed if something's not there
as I want it. I haven't I haven't to be
honest, I haven't fully figured that
part out yet. I feel I could just work
for months on issues because there's
always going to be weird edge cases in
software. Uh especially if you add more
and more features,
but then again, if I only do that, I'll
lose interest in working. So, it needs
to be like it needs to be a healthy mix.
If you could back and change the thing,
one thing about open claw, what would
you change? I would be less stressed out
about
security researchers.
They are really good at making you feel
really bad. They would send a report.
They would email me. They would call me.
They would th everything they can
possibly get to get my attention, but
not actually to help a product. In most
of the case, it's really just for them
to get cloud, for them to get a point.
Oh, we found something. And most of them
really sent reports that their agent
produced without actually even testing
it. I would I would take a stronger
sense of explaining what are the parts
that we guarantee
and what are the parts that will not be
fixed because that that's not our
security boundary. But I honestly I had
no this was my first time I was
exposed to this world. So I I just
didn't know
how to handle that and I I lost a few
months and got a few gray hairs to
learn. What's the single biggest
bottleneck in today's Atlantic
infrastructure?
Reliability
tooling memory
evolves managing compute if that makes
sense.
Like
if I run one test locally in my machine,
TSGO will spin up 16 threads and will
bottleneck my machine. If 10 sessions do
that,
two of them will probably time out and
we'll have to do it again. And there's
no really good system of like managing
all of that. Now, if I do web stuff,
it's easy to create a cloud session. If
I do like something that requires Mac
OS,
that's already where like 99% of the
tools fail me. If it's something that
needs other stuff that's on my computer,
same. And we haven't really built
something yet where things could easily
move from here to here without issues.
At least I didn't see good stuff working
yet.
or where I could
drive a fleet in a reliable way like
right now
I use too many systems I screen share
into some computers to like distribute
the load I shouldn't be doing that how
do you keep an open source project
opinionated
and pointed in one direction rather than
just merging the N plus1 PR that adds a
random feature
and how do you communicate that
direction to the community. Have you
ever said no to popular PR because it
pulled the project off course?
Yeah. Yeah.
I would say I
I didn't say no enough.
This is I
when I do new open source I write a
vision.mmd file where I kind of explain
what it is now where I see this to be
but of course it's it's incorrect. It's
not perfect science and it's something I
I need to adhere to better because it is
it is always tempting to add this one
feature that looks really cool but what
you rarely think about is
when you merge this feature it really
means here's this pile of code that I
don't that the person probably doesn't
really understand that I don't fully
understand that I also go on
responsibility when do you expect to
have claws that are perpetually running
that are proactive in their work. I
mean, honestly,
that's not so much a tech problem. It's
more a token problem
where we could do that today,
but you wouldn't get very far with your
subscription
and not everyone
is willing to spend so many tokens.
It's also
but a part that's not easy is designing
a system that
doesn't just burn empty tokens. Even the
my early system of like heartbeats was
too static and not
not proactive enough.
And then especially bad if you have a
large session
and then one hour later you call like a
highbeat check up on everything and that
means you send 600,000 tokens back to
the server after the KV cache cleared
and you pay
a stupidly amount of of of money for
a lot of not useful work. So there's a
lot of things that can be done to
optimize that. It's also really really
hard. Can you tell us more about your
own personal setup?
What do you host your claws on? What
model are you running? What harness do
you use? Do you still read
Can we scroll?
Do you still read your code? I use my my
MacBook,
but I usually
use jump desktop to screen share into my
studio and then just use the computer
there because that one's always running.
That one I can run whatever I want fast
and not drain my battery and I can close
my laptop and things keep working. Um,
and I have a few other remote machines
where I sometimes VNC in. The the part
that's really nice about it is because I
do a lot of Mac software, agents love to
take over my screen and click around and
if you put that in their own if you give
them their own machine, it will not
bother you. Otherwise, you'll fight with
the agent for the mouse cursor.
Do you still read your code? I think I
answered that a little bit with the term
risk management. And also if I do open
source by myself
is a difference is a different risk
management than if I do software at
OpenAI where we do still read all of the
code. Peter, how would you approach
your next startup idea?
I don't know. Should I tell this to
everyone? Like I feel like it gets a lot
of copies. I mean the most important
thing is you need to build something
that you want to use. Otherwise it'll
just not going to be good.
Second of all is
I hope you worked on your personal brand
and on visibility because in this day
and age there's so much noise out there
that your hardest problem is not the
tech, it's not the software, not even
the people. The hardest problem now is
like getting eyeballs. Maybe I would
pick something again that's that's in
the category
hard and boring
because that's usually a category that
is a little bit easier to actually find
people that will appreciate when you
solved something. If you pick something
that is fun, even if it's hard,
you're gonna have a very tough time,
especially in a time where people can
just prompt things into existence. All
right, last one for today. What's a
product you want someone to build? You
know, I feel it's very easy to have to
get uh
a test box for Linux.
It is unreasonably hard
to get one for Mac that works really
well. And all the stuff that I I I got
for Windows is also quite annoying. Um I
haven't found a really good provider yet
that
does all of that fast and cheap. Um I'm
not sure if this is the business you
want to be in because dev tools are
inherently hard, but that's something I
would love to have. Thanks everyone.
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