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From: Collin Stewart <predictablerevenue-newsletter@mail.beehiiv.com>
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Hello Andrew,=20

_**=F0=9F=93=9A Book Pre-Order Alert - **__my book on finding your first cu=
stomers is coming soon, and I'm giving early access to Chapter 1 for anyone=
 who pre-orders. If you've been following along with these newsletters and =
want the full playbook on what actually works (and what doesn't), this is y=
our chance to get ahead of the crowd. _[_Pre-order here_](https://www.amazo=
n.com/Terrifying-Art-Finding-Customers-Sleep-Deprived/dp/1774586134)_ and y=
ou'll get advanced access to Chapter 1._

_**A Quick Thank You  - **__last week's email about my 13-year entrepreneur=
 rollercoaster and the Cockroach Club got the highest number of replies and=
 thank-yous I've had in months. If you missed it, I shared the messy realit=
y of building companies=E2=80=94the near-death experiences, the pivots, the=
 times I almost gave up=E2=80=94and invited you to join the Cockroach Club =
of entrepreneurs who just refuse to die. The response was incredible. Thank=
 you for sharing your own stories and reminding me why I love this communit=
y. Check it out _[_here_](https://foundersedition.co/p/13-years-on-the-roll=
ercoaster)_ if you missed it._

Ok, now to the newsletter.=C2=A0

=E2=80=94

## AI is Coming for the Schlep

AI is gonna change the way we interact with software. But not in the way mo=
st people think.

Everyone's talking about AI taking over jobs, creating mass unemployment, a=
nd fundamentally disrupting the workforce. The feeling seems to have made i=
t to the mainstream because I was coaching my kids=E2=80=99 baseball game l=
ast night and it came up while talking to one of the other coaches. The pre=
dictions paint a picture of human obsolescence. But I think they're looking=
 at it completely backwards.

I had a conversation just before the game with Jacob Bank, founder of [Rela=
y.app](https://Relay.app), that perfectly crystallized this point. He told =
me about a customer who works for a recruiting agency. Previously, creating=
 matching documents between candidates and clients took recruiters 30 minut=
es of careful work=E2=80=94reading resumes, matching them to job descriptio=
ns, considering company culture fit. Now their AI agent does this automatic=
ally at 95-99% human quality. The cost? $1.30 in AI credits for what used t=
o be hours of manual work.

That's not job elimination. That's schlep elimination.

## The Click Labor Revolution Is Here

The doom-and-gloom predictions about mass job displacement miss the real st=
ory. Yes, certain roles are evolving=E2=80=94the traditional Salesforce adm=
in who knows how to click all the buttons is becoming obsolete. But even th=
eir role is probably safe. Companies will still need someone who understand=
s the data model, what users want, and can tell the AI agent what to change=
. In this paradigm, they=E2=80=99re still fulfilling a similar function but=
 they don=E2=80=99t have to click the buttons. This means they can accompli=
sh more work with less schlep. The change isn=E2=80=99t the end of the stor=
y, it's the beginning of a much better one.

Jacob shared another example that drove this home. He built an AI agent tha=
t analyzes the top 100-200 LinkedIn posts every week, identifying engagemen=
t patterns and trending topics. It generates a personalized 5-page content =
strategy report. "Imagine how much you would have to pay an agency to creat=
e that report every week," he said. "5,000 bucks? More? It costs me 40 cent=
s."

We're witnessing a fundamental evolution: from Static SaaS (Database + GUI)=
 to AI-Powered Apps (Database + GUI + System of AI Agents). The AI agents b=
ecome the new layer that work on behalf of the user.=C2=A0

## Why This Makes Me Optimistic

**First: The Resource Constraint Finally Disappears**

Think of the last time you were in a product prioritization meeting. There'=
s always a whiteboard covered with sticky notes representing features every=
one agrees would be valuable, but there's never enough time or people to bu=
ild them all. Look at the features requested on Discord servers, Slack grou=
ps, and Reddit communities of any major software platform=E2=80=94it quickl=
y becomes clear that we're nowhere near solving _all_ of the problems for _=
all_ of the users.

When people don't have to spend time on click labor=E2=80=94updating CRMs, =
copying data between systems, sending status updates=E2=80=94we'll have ban=
dwidth for exponentially more ambitious projects. The strategic thinking th=
at's currently squeezed into Friday afternoons. The creative problem-solvin=
g that gets deprioritized because "we don't have capacity." The experiments=
 we never run because someone would need to manually track the results.

Eliminating the schlep is just going to increase the number of things that =
companies are able to do. This point hits home if you've ever worked for a =
large company=E2=80=94the more layers that exist in an organization, the gr=
eater the schlep required to keep them functioning.

**Second: Corporate Bureaucracy Gets a Solution**

Anyone who's worked at a large company knows the schlep well: simple reques=
ts become email chains with twelve people CC'd. Projects that should take d=
ays stretch into months because of coordination overhead. Information gets =
lost between organizational layers not because people are incompetent, but =
because human-to-human coordination at scale is inherently complex.

AI agents can handle the mechanical aspects of coordination=E2=80=94the sta=
tus updates, the data syncing, the follow-up reminders=E2=80=94freeing huma=
ns to focus on the decisions that actually require human judgment.

Here's a simple test: Ask any friend at a big company what percentage of th=
eir day goes toward value-creating activities versus administrative overhea=
d. The answer may depress you.

Most people enjoy the core challenges of their role=E2=80=94problem-solving=
, creative thinking, meaningful collaboration. What they hate is the admini=
strative schlep. When you remove the fear of job loss and ask what tasks th=
ey'd hand over to AI, almost everyone has a long list: data entry, status r=
eporting, scheduling coordination, routine follow-ups.

## The Mental Model Shift

I've been thinking for a while that the future of UX is no UX=E2=80=94that =
we're moving away from interfaces designed around human button-clicking tow=
ard systems that just get things done. When I shared this idea with Jacob, =
he immediately understood and built on it perfectly:

"That sounds abstract, but we all already have a mental model for this. We'=
ve all hired contractors, managed interns, worked with plumbers. We know ho=
w to delegate work to other people. That's exactly what working with AI age=
nts will be like."

You become less of a systems operator and more of a systems architect. Less=
 of an information processor and more of a decision maker.

Jacob's point: "Learning how to work with AI agents is not optional. Just l=
ike Excel was a foundational skill for the last 40 years of knowledge work,=
 creating and working with AI agents will be a foundational skill for the n=
ext era."

## The Real Promise

Jacob's company went from begging users for feedback meetings to having his=
 calendar completely booked out. The transformation happened when they repo=
sitioned from "automation tool" to "build AI agents that work for you." Sam=
e product, different framing=E2=80=94but it tapped into what people actuall=
y wanted.

As Jacob told me: "AI agents are way underhyped right now. The world does n=
ot understand how much work is going to change once we get better at creati=
ng and adapting these things."

This isn't about humans becoming obsolete. It's about humans becoming more =
human=E2=80=94focusing on creativity, empathy, strategic thinking, and comp=
lex problem-solving, while machines handle the mechanical tasks that never =
required human intelligence in the first place.

The future of work isn't humans versus machines. It's humans and machines w=
orking together, with each focusing on what they do best. When we get this =
partnership right, work becomes more engaging, more productive, and more re=
warding for everyone involved.

How much of your day is spent on valuable work versus busywork? What tasks =
would you hand over to an AI agent tomorrow if you could?=C2=A0

Hit reply and let me know=E2=80=94I read every response and this conversati=
on is shaping how I think about the future of work.

Collin=C2=A0

PS - The full episode with Jacob drops on the podcast next week, but you ca=
n check out our conversation from [12 months ago](https://open.spotify.com/=
episode/03UUfKFOSIkyFnutGTYwDa) to see how much has changed. [Relay.app](ht=
tps://Relay.app) is absolutely taking off right now, and getting this behin=
d-the-scenes look at a founder navigating the inflection point in real-time=
 feels like a rare glimpse into how breakthrough moments actually happen.=20

PPS - Jacob shared a guide for automating the LinkedIn research he mentione=
d above, you can check it out [here](https://www.relay.app/solutions/starte=
rpacks/social-media-research). This isn=E2=80=99t sponsored, I just think i=
t=E2=80=99s awesome.=20

PPPS - any feedback on the pre-sale CTA? My publisher is getting on me abou=
t promoting it regularly so expect it to be a more regular occurrence. I=E2=
=80=99m trying to find ways of fulfilling their desire and keeping it fun f=
or us. Hit me back with any ideas. =20

Last one - this post was inspired by Paul Graham=E2=80=99s [Schlep Blindnes=
s](https://paulgraham.com/schlep.html) post, go check it out if you haven=
=E2=80=99t read it before.=20


=E2=80=94=E2=80=94=E2=80=94

You are reading a plain text version of this post. For the best experience,=
 copy and paste this link in your browser to view the post online:
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</style></head><body class=3D"a" style=3D"margin:0px auto;padding:0px;word-=
wrap:normal;word-spacing:normal;background-color:#FFFFFF;"><div role=3D"art=
icle" aria-roledescription=3D"email" aria-label=3D"email_name" lang=3D"en" =
style=3D"font-size:1rem"><table role=3D"none" width=3D"100%" border=3D"0" c=
ellspacing=3D"0" align=3D"center" cellpadding=3D"0" class=3D"gg"><tr><td al=
ign=3D"center" valign=3D"top"><table role=3D"none" width=3D"670" border=3D"=
0" cellspacing=3D"0" cellpadding=3D"0" class=3D"aa" style=3D"width:670px;ta=
ble-layout:fixed;"><tr><td class=3D"bodyWrapper" align=3D"center" valign=3D=
"top" style=3D"padding:10px 5px 10px 5px;"><table role=3D"none" width=3D"10=
0%" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" align=3D"center"><tr><=
td align=3D"center" valign=3D"top" style=3D"border-width:0px 0px 0px 0px;bo=
rder-style: solid; border-color: #FFFFFF;border-radius:10px 10px 0px 0px;ba=
ckground-color:#FFFFFF;" class=3D"c"><table role=3D"none" width=3D"100%" bo=
rder=3D"0" cellspacing=3D"0" cellpadding=3D"0" align=3D"center"><tr id=3D"h=
eader"><td style=3D"padding:15px 15px 0px 15px;"><div style=3D"padding-top:=
0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role=3D=
"none" width=3D"100%" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" alig=
n=3D"center"><tr><td class=3D"f" align=3D"right" valign=3D"top"><p> June 06=
, 2025 &nbsp; | &nbsp; <a href=3D"https://link.mail.beehiiv.com/ss/c/u001.r=
7o6LfRLXwQ-3g4cvdmKtd8SJB4D4z2stBRrWAMoYsjWqikzS5JdMSPDb08_yJEFMitVABIBKjC9=
Tf7fUFDQfXKZ4QykgArl_72JjtTPwXD9q4xp7nXAPzMePqG-QrNC0Tbgwig4UVFjCQM4Ub23Jhk=
ciqoo_B0oVwZwLcfM4s-02GX4DUcj83vpYzh7tpZlL2vp9QDxH42cLHH58CvuQGpwM40MKhwYwm=
SwDhsFPOGioG9ygnNFOk8aG065opB7ZZbcs-k2g7GBw-jcmAVWKbpkA887NLG8jHeDQuDQYNOn0=
fbWmVPe7CbgavwjcSO97Sf9oP-g80_IZHWPU6Me-zUjAhq9Nf3eT3gSzQW3-FDyFjee4fmOwxNd=
EAF8QFoC7RZt30eF_BkKrx4lPWYygSOMjbvb4p1UWPK7Vlw9WGdDgRaJn1XpMaeqfte1RtGpML5=
SiId9CsVK85NTUuzs0FmYWVre9czj103WZozeTiPAQ0xBcOoUoAu9OgV17VUf4coHLzZeKiemvw=
KE9lwOjezmS9edqQFMpprSePiixDJuR4ZeAZj7Ur2lyhNYYao5asma5mCSqh41FBbiBUSNaSoe_=
gTtmE8y26GChB4Ti_hIIN5RXHEs-ZYHMOPQMq9hwcB-MaLW7XM-Xxe5QbV0_kNKDLDjaAg0HL0l=
si3FYGGeN9ZLNzheyUrK-pwCisUenwEpgu6sSd6TgjGJNPgfEZoILXUck0ElSuiWO2WmJLPb3PG=
Pn9Wox5nWGOd27d1Za1rhOZqGdwA2-1NGx0gcv4Aaxe7uLqi2fqbxC0_YZTG1WlGoblT7pgmiAp=
n-Ww5o/4h4/84y-Y6O6QAav_kp7d6D9zg/h0/h001.dC4PfHtmXgwxYZ3_AMvCLlGqHYSNmcnTE=
FgKA0ifzlU">Read Online</a></p></td></tr><tr><td class=3D"dd" align=3D"cent=
er" valign=3D"top" style=3D"padding:15px 0;"><table role=3D"none" width=3D"=
100%" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" align=3D"center"><tr=
><td align=3D"center" valign=3D"top"><h1 style=3D"text-align:left;font-fami=
ly:'Trebuchet MS','Lucida Grande',Tahoma,sans-serif;font-weight:Bold;font-s=
ize:32px;color:#2A2A2A;padding:2px 0;line-height:38px;"> AI Will Replace th=
e Schlep, Not Jobs </h1></td></tr></table></td></tr><tr><td align=3D"center=
" valign=3D"top" class=3D"dd"><table role=3D"none" width=3D"100%" border=3D=
"0" cellspacing=3D"0" cellpadding=3D"0" align=3D"center"><tr><td align=3D"l=
eft" valign=3D"middle" class=3D"mob-stack"><table role=3D"none" border=3D"0=
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e"><tr><td align=3D"left" valign=3D"middle"><table role=3D"none" border=3D"=
0" cellspacing=3D"0" cellpadding=3D"0" align=3D"left" style=3D"width:100%">=
<tr><td align=3D"center" valign=3D"middle"><a href=3D"https://link.mail.bee=
hiiv.com/ss/c/u001.UY7-jEMcRLZ5W6M0bzLpmxH7-WTt-1gChtTcndEMyBoSwgSdDaOALV1M=
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NeC2Ce1BvaK9M_uz7JDb4XFIRNP2annlqN61_y8c5JxJF-Po1g7_NDekaopD7SbyVw9T-sH-43e=
sTWmupVzPx9vJSYW_-80VSXT1JdpMyekzYI_J1WoZeXrV0Ff-jNpe3484I5Wk3iJ1LCfYEHki8A=
XTdlIN616dKFnNsKqvMdH7uVyrRV9jX81EZNKN51rRVOk9jAHj1SRTkFNAsQM-uyAfWHrqnzwqN=
F8FgsHdNsRWc5P1biGjBLXKteDov/4h4/84y-Y6O6QAav_kp7d6D9zg/h1/h001.XDF4yoRy6S0=
jvy6Tp0BEsxeYj2EGLfA6eyZQ__qvQdc" style=3D"text-decoration:none; display:bl=
ock;"><table role=3D"none" border=3D"0" cellspacing=3D"0" cellpadding=3D"0"=
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r: 1px solid #E5E7EB; border-radius: 100%; width: 18px; height: 18px; paddi=
ng: 8px;"><img style=3D"display:block; width:100%; height:100%; max-width:1=
8px; max-height:18px; object-fit: contain;" alt=3D"share on facebook" width=
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r/facebook.png"/></td></tr></table></a></td><td width=3D"8" style=3D"width:=
8px;">&nbsp;</td><td align=3D"center" valign=3D"middle"><a href=3D"https://=
link.mail.beehiiv.com/ss/c/u001.eT_HH9j2kUx6jXW0PHemwzOjQOpuqUKCn7LAbiCzlo1=
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InI4IfhRZkM1lUOXxmVU/4h4/84y-Y6O6QAav_kp7d6D9zg/h2/h001.hZW8bQbJwqvXXT51Wf7=
QM0Mm6xcC6703zLJ0oOzDGcI" style=3D"text-decoration:none; display:block;"><t=
able role=3D"none" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" align=
=3D"center"><tr><td align=3D"center" valign=3D"middle" style=3D"border: 1px=
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s/header/x.png"/></td></tr></table></a></td><td width=3D"8" style=3D"width:=
8px;">&nbsp;</td><td align=3D"center" valign=3D"middle"><a href=3D"https://=
link.mail.beehiiv.com/ss/c/u001.UY7-jEMcRLZ5W6M0bzLpm9U9S1JYcj8zH88ooT01vXO=
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UQbUXxb1RBNZJKh5h5Jp76wqK3QBivJ77IpicxS1HUG2fbAhOZlUeC7Sm7tI7w974KG8UlqOLUL=
ei_C3GGwqh2GRBvugaFb5uBdiK1V11WXpb56ynp5tHQBx84fGdNCPgXeUss7f7__0F1cPUvhcvI=
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riUJDay5GhUELb3p1VTjc7sE" style=3D"text-decoration:none; display:block;"><t=
able role=3D"none" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" align=
=3D"center"><tr><td align=3D"center" valign=3D"middle" style=3D"border: 1px=
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x;"><img style=3D"display:block; width:100%; height:100%; max-width:18px; m=
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s/header/threads.png"/></td></tr></table></a></td><td width=3D"8" style=3D"=
width:8px;">&nbsp;</td><td align=3D"center" valign=3D"middle"><a href=3D"ht=
tps://link.mail.beehiiv.com/ss/c/u001.UY7-jEMcRLZ5W6M0bzLpm5Vsol3-4mO68bGpS=
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-right:0 !important;margin-left:0 !important;padding-top:0 !important;paddi=
ng-bottom:0 !important;padding-right:0 !important;padding-left:0 !important=
;"/> </div></td></tr></table></div></td></tr><tr id=3D"content-blocks"><td =
class=3D"email-card-body" align=3D"center" valign=3D"top" style=3D"padding-=
bottom:15px;"><table role=3D"none" width=3D"100%" border=3D"0" cellspacing=
=3D"0" cellpadding=3D"0" align=3D"center"><tr><td class=3D"dd" align=3D"lef=
t" style=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p sty=
le=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">H=
ello Andrew, </span></p></td></tr><tr><td class=3D"dd" align=3D"left" style=
=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p style=3D"ms=
o-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);font-weight=
:700;"><i><b>=F0=9F=93=9A Book Pre-Order Alert - </b></i></span><span style=
=3D"color:rgb(44, 62, 80);"><i>my book on finding your first customers is c=
oming soon, and I&#39;m giving early access to Chapter 1 for anyone who pre=
-orders. If you&#39;ve been following along with these newsletters and want=
 the full playbook on what actually works (and what doesn&#39;t), this is y=
our chance to get ahead of the crowd. </i></span><a class=3D"link" href=3D"=
https://link.mail.beehiiv.com/ss/c/u001.UY7-jEMcRLZ5W6M0bzLpmzKZu4CMZ-4VPqY=
NLlg6yrGxR2XQhddm9dZyX6mpnTOell2BYjET-Y8l9HDSfj1AJQh-u__Ozm5nzjGP54xQkGt8Bk=
BwNf31D79F3CPl6rqE0csmgiDjAQi8JfWYU1YHq8qLIL3rukeIoNRtPc66neihCiQ-9xchQDhpE=
mGm0Bdy75La-ZQ1UgTD8Wvef67W1aRljickRjyAjC_Y1Lp6F5Re36E8nts6xq7EG5icL69Y58UB=
ZWJSIZ4p08Brg32W4xEPzsLKTGzmgB_NFZl8C8B6KwWvJ9qXpEV7nnRNoZod_d_pYC0qDFBcTiF=
f2qD_6Q/4h4/84y-Y6O6QAav_kp7d6D9zg/h5/h001.1J0oe0tgoLybtPiz25n-mb5Ip5NKXK5w=
fQkQJpO-AK0" target=3D"_blank" rel=3D"noopener noreferrer nofollow"><span><=
i>Pre-order here</i></span></a><span style=3D"color:rgb(44, 62, 80);"><i> a=
nd you&#39;ll get advanced access to Chapter 1.</i></span></p></td></tr><tr=
><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;=
word-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span styl=
e=3D"color:rgb(44, 62, 80);font-weight:700;"><i><b>A Quick Thank You - </b>=
</i></span><span style=3D"color:rgb(44, 62, 80);"><i>last week&#39;s email =
about my 13-year entrepreneur rollercoaster and the Cockroach Club got the =
highest number of replies and thank-yous I&#39;ve had in months. If you mis=
sed it, I shared the messy reality of building companies=E2=80=94the near-d=
eath experiences, the pivots, the times I almost gave up=E2=80=94and invite=
d you to join the Cockroach Club of entrepreneurs who just refuse to die. T=
he response was incredible. Thank you for sharing your own stories and remi=
nding me why I love this community. Check it out </i></span><a class=3D"lin=
k" href=3D"https://link.mail.beehiiv.com/ss/c/u001.r7o6LfRLXwQ-3g4cvdmKtd8S=
JB4D4z2stBRrWAMoYsj-l-_wk6nyOrQwy1IX_6cJyteVFsyQxjQjDO_W5WTqhO-m_JVW2Hbc9ji=
J5XoW1lReF4skcWP7BWVPSQ1Ksdei9HFU8RvusfxHrKoOJFumxG6bHzuLxSeDeU0XXX5kya2XVS=
qtp2kX6-EOX0j644icba1TEU_MUeT0XlemaCu97HoaUITt4BEmYA6Fs2CWJPfu6g-xUEX2JDz9Q=
q-fXyZ9AeqosYnljqOFzXMptnTYqhnS2ANBaoh7US-alrl2RwrFSpb910Aw4cIiUgN2aTUvJan2=
kGtKAOVv7YxyOQA0049s2E-oePDKF0DDWEvVORbqXJEKzKAaVhuO8-7IcMGd35rzXaJfayeYkhg=
S8A6noxHT11-pZ96yHa3HAZ8yV2beYKsqnrN166-4rkn8GWwQqpM09DsYpmuGWM6Nfos_IFizeG=
VHWK8bfVUE6PmUEEieRqjPQP8DOAITlqgKEXDIwbH8oPxCIn0rDnmSa5CFKA4qYPEKbuP9wiFj7=
DIsMX7aTHeXyARnheTlEHJfKMqcc7hN5wnK1kaMonKpAsAtuzR7lxE5_XKPMT2-5-96k2vaY3Nr=
0EnJU0ilGNhtDResfOKCxAFkGVJ70lVzMhQBw-Zwk5mrfGnyjTFnXIhC_MvJc5lBPLPHxDzf-hp=
Etmcv1c7nFZaJDEPB-ERBAmtf_6Dl0wGTO3TUiPwz0meft2SYieMBYkQsDda7yw_C17QIdQF9eP=
qmyicmB5jHl81BsuI7fwtfXVlWd-QP0CSRKyg/4h4/84y-Y6O6QAav_kp7d6D9zg/h6/h001.H4=
F65J9Ry66nT0xuf9fITFz6l2Lc7jda0icsFlmd8oc" target=3D"_blank" rel=3D"noopene=
r noreferrer nofollow"><span><i>here</i></span></a><span style=3D"color:rgb=
(44, 62, 80);"><i> if you missed it.</i></span></p></td></tr><tr><td class=
=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-break=
:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"color=
:rgb(44, 62, 80);">Ok, now to the newsletter.=C2=A0</span></p></td></tr><tr=
><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;=
word-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"> =E2=80=94=
 </p></td></tr><tr><td id=3D"the-click-labor-revolution-is-here" class=3D"d=
d" align=3D"left" valign=3D"top" style=3D"color:#2A2A2A;font-weight:normal;=
padding:0px 15px;text-align:left;"><h2 style=3D"color:#2A2A2A;font-weight:n=
ormal;mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">A=
I is Coming for the Schlep</span></h2></td></tr><tr><td class=3D"dd" align=
=3D"left" style=3D"padding:0px 15px;text-align:left;word-break:break-word;"=
><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, =
80);">AI is gonna change the way we interact with software. But not in the =
way most people think.</span></p></td></tr><tr><td class=3D"dd" align=3D"le=
ft" style=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p st=
yle=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">=
Everyone&#39;s talking about AI taking over jobs, creating mass unemploymen=
t, and fundamentally disrupting the workforce. The feeling seems to have ma=
de it to the mainstream because I was coaching my kids=E2=80=99 baseball ga=
me last night and it came up while talking to one of the other coaches. The=
 predictions paint a picture of human obsolescence. But I think they&#39;re=
 looking at it completely backwards.</span></p></td></tr><tr><td class=3D"d=
d" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-break:brea=
k-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(=
44, 62, 80);">I had a conversation just before the game with Jacob Bank, fo=
under of </span><span style=3D"color:rgb(44, 62, 80);"><a class=3D"link" hr=
ef=3D"https://link.mail.beehiiv.com/ss/c/u001.5gCVPgUBUULjg7dW0pMm-6Zlg3-gW=
X_UH7Dqk5kGYaANlBbRT_kNSdUSEcxCSOAwonecAy-i3GhrF60IeuKT0k21mMLRuZ2TWZiz5Us8=
jcrWob82HJLOXxRzELSPY94FC0XA_6dEI3Xb0sWJqIH6mNaoJNKOFHhw_tZeeUcHKvYRT-XLRk5=
XyMaCkNJU6zXOjfkCM24H8DNUX6LcqUcKX4hYEIxIqUQXjMxssuxBQCA/4h4/84y-Y6O6QAav_k=
p7d6D9zg/h7/h001.7Ion-F51lA6k1jQFVfHkbtBatXXEGQ4CuRXFOV-zll4" target=3D"_bl=
ank" rel=3D"noopener noreferrer nofollow"><span>Relay.app</span></a></span>=
<span style=3D"color:rgb(44, 62, 80);">, that perfectly crystallized this p=
oint. He told me about a customer who works for a recruiting agency. Previo=
usly, creating matching documents between candidates and clients took recru=
iters 30 minutes of careful work=E2=80=94reading resumes, matching them to =
job descriptions, considering company culture fit. Now their AI agent does =
this automatically at 95-99% human quality. The cost? $1.30 in AI credits f=
or what used to be hours of manual work.</span></p></td></tr><tr><td class=
=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-break=
:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"color=
:rgb(44, 62, 80);">That&#39;s not job elimination. That&#39;s schlep elimin=
ation.</span></p></td></tr><tr><td id=3D"the-click-labor-revolution-is-here=
" class=3D"dd" align=3D"left" valign=3D"top" style=3D"color:#2A2A2A;font-we=
ight:normal;padding:0px 15px;text-align:left;"><h2 style=3D"color:#2A2A2A;f=
ont-weight:normal;mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44,=
 62, 80);">The Click Labor Revolution Is Here</span></h2></td></tr><tr><td =
class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-=
break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"=
color:rgb(44, 62, 80);">The doom-and-gloom predictions about mass job displ=
acement miss the real story. Yes, certain roles are evolving=E2=80=94the tr=
aditional Salesforce admin who knows how to click all the buttons is becomi=
ng obsolete. But even their role is probably safe. Companies will still nee=
d someone who understands the data model, what users want, and can tell the=
 AI agent what to change. In this paradigm, they=E2=80=99re still fulfillin=
g a similar function but they don=E2=80=99t have to click the buttons. This=
 means they can accomplish more work with less schlep. The change isn=E2=80=
=99t the end of the story, it&#39;s the beginning of a much better one.</sp=
an></p></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px 1=
5px;text-align:left;word-break:break-word;"><p style=3D"mso-line-height-alt=
:150.0%;"><span style=3D"color:rgb(44, 62, 80);">Jacob shared another examp=
le that drove this home. He built an AI agent that analyzes the top 100-200=
 LinkedIn posts every week, identifying engagement patterns and trending to=
pics. It generates a personalized 5-page content strategy report. &quot;Ima=
gine how much you would have to pay an agency to create that report every w=
eek,&quot; he said. &quot;5,000 bucks? More? It costs me 40 cents.&quot;</s=
pan></p></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px =
15px;text-align:left;word-break:break-word;"><p style=3D"mso-line-height-al=
t:150.0%;"><span style=3D"color:rgb(44, 62, 80);">We&#39;re witnessing a fu=
ndamental evolution: from Static SaaS (Database + GUI) to AI-Powered Apps (=
Database + GUI + System of AI Agents). The AI agents become the new layer t=
hat work on behalf of the user.=C2=A0</span></p></td></tr><tr><td id=3D"why=
-this-makes-me-optimistic" class=3D"dd" align=3D"left" valign=3D"top" style=
=3D"color:#2A2A2A;font-weight:normal;padding:0px 15px;text-align:left;"><h2=
 style=3D"color:#2A2A2A;font-weight:normal;mso-line-height-alt:150.0%;"><sp=
an style=3D"color:rgb(44, 62, 80);">Why This Makes Me Optimistic</span></h2=
></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;te=
xt-align:left;word-break:break-word;"><p style=3D"mso-line-height-alt:150.0=
%;"><span style=3D"color:rgb(44, 62, 80);font-weight:700;"><b>First: The Re=
source Constraint Finally Disappears</b></span></p></td></tr><tr><td class=
=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-break=
:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"color=
:rgb(44, 62, 80);">Think of the last time you were in a product prioritizat=
ion meeting. There&#39;s always a whiteboard covered with sticky notes repr=
esenting features everyone agrees would be valuable, but there&#39;s never =
enough time or people to build them all. Look at the features requested on =
Discord servers, Slack groups, and Reddit communities of any major software=
 platform=E2=80=94it quickly becomes clear that we&#39;re nowhere near solv=
ing </span><span style=3D"color:rgb(44, 62, 80);"><i>all</i></span><span st=
yle=3D"color:rgb(44, 62, 80);"> of the problems for </span><span style=3D"c=
olor:rgb(44, 62, 80);"><i>all</i></span><span style=3D"color:rgb(44, 62, 80=
);"> of the users.</span></p></td></tr><tr><td class=3D"dd" align=3D"left" =
style=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p style=
=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">Whe=
n people don&#39;t have to spend time on click labor=E2=80=94updating CRMs,=
 copying data between systems, sending status updates=E2=80=94we&#39;ll hav=
e bandwidth for exponentially more ambitious projects. The strategic thinki=
ng that&#39;s currently squeezed into Friday afternoons. The creative probl=
em-solving that gets deprioritized because &quot;we don&#39;t have capacity=
.&quot; The experiments we never run because someone would need to manually=
 track the results.</span></p></td></tr><tr><td class=3D"dd" align=3D"left"=
 style=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p style=
=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">Eli=
minating the schlep is just going to increase the number of things that com=
panies are able to do. This point hits home if you&#39;ve ever worked for a=
 large company=E2=80=94the more layers that exist in an organization, the g=
reater the schlep required to keep them functioning.</span></p></td></tr><t=
r><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left=
;word-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span sty=
le=3D"color:rgb(44, 62, 80);font-weight:700;"><b>Second: Corporate Bureaucr=
acy Gets a Solution</b></span></p></td></tr><tr><td class=3D"dd" align=3D"l=
eft" style=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p s=
tyle=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);"=
>Anyone who&#39;s worked at a large company knows the schlep well: simple r=
equests become email chains with twelve people CC&#39;d. Projects that shou=
ld take days stretch into months because of coordination overhead. Informat=
ion gets lost between organizational layers not because people are incompet=
ent, but because human-to-human coordination at scale is inherently complex=
.</span></p></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:=
0px 15px;text-align:left;word-break:break-word;"><p style=3D"mso-line-heigh=
t-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">AI agents can handle =
the mechanical aspects of coordination=E2=80=94the status updates, the data=
 syncing, the follow-up reminders=E2=80=94freeing humans to focus on the de=
cisions that actually require human judgment.</span></p></td></tr><tr><td c=
lass=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-b=
reak:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"c=
olor:rgb(44, 62, 80);">Here&#39;s a simple test: Ask any friend at a big co=
mpany what percentage of their day goes toward value-creating activities ve=
rsus administrative overhead. The answer may depress you.</span></p></td></=
tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align=
:left;word-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><spa=
n style=3D"color:rgb(44, 62, 80);">Most people enjoy the core challenges of=
 their role=E2=80=94problem-solving, creative thinking, meaningful collabor=
ation. What they hate is the administrative schlep. When you remove the fea=
r of job loss and ask what tasks they&#39;d hand over to AI, almost everyon=
e has a long list: data entry, status reporting, scheduling coordination, r=
outine follow-ups.</span></p></td></tr><tr><td id=3D"the-mental-model-shift=
" class=3D"dd" align=3D"left" valign=3D"top" style=3D"color:#2A2A2A;font-we=
ight:normal;padding:0px 15px;text-align:left;"><h2 style=3D"color:#2A2A2A;f=
ont-weight:normal;mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44,=
 62, 80);">The Mental Model Shift</span></h2></td></tr><tr><td class=3D"dd"=
 align=3D"left" style=3D"padding:0px 15px;text-align:left;word-break:break-=
word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44=
, 62, 80);">I&#39;ve been thinking for a while that the future of UX is no =
UX=E2=80=94that we&#39;re moving away from interfaces designed around human=
 button-clicking toward systems that just get things done. When I shared th=
is idea with Jacob, he immediately understood and built on it perfectly:</s=
pan></p></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px =
15px;text-align:left;word-break:break-word;"><p style=3D"mso-line-height-al=
t:150.0%;"><span style=3D"color:rgb(44, 62, 80);">&quot;That sounds abstrac=
t, but we all already have a mental model for this. We&#39;ve all hired con=
tractors, managed interns, worked with plumbers. We know how to delegate wo=
rk to other people. That&#39;s exactly what working with AI agents will be =
like.&quot;</span></p></td></tr><tr><td class=3D"dd" align=3D"left" style=
=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p style=3D"ms=
o-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">You becom=
e less of a systems operator and more of a systems architect. Less of an in=
formation processor and more of a decision maker.</span></p></td></tr><tr><=
td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;wo=
rd-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=
=3D"color:rgb(44, 62, 80);">Jacob&#39;s point: &quot;Learning how to work w=
ith AI agents is not optional. Just like Excel was a foundational skill for=
 the last 40 years of knowledge work, creating and working with AI agents w=
ill be a foundational skill for the next era.&quot;</span></p></td></tr><tr=
><td id=3D"the-real-promise" class=3D"dd" align=3D"left" valign=3D"top" sty=
le=3D"color:#2A2A2A;font-weight:normal;padding:0px 15px;text-align:left;"><=
h2 style=3D"color:#2A2A2A;font-weight:normal;mso-line-height-alt:150.0%;"><=
span style=3D"color:rgb(44, 62, 80);">The Real Promise</span></h2></td></tr=
><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:l=
eft;word-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span =
style=3D"color:rgb(44, 62, 80);">Jacob&#39;s company went from begging user=
s for feedback meetings to having his calendar completely booked out. The t=
ransformation happened when they repositioned from &quot;automation tool&qu=
ot; to &quot;build AI agents that work for you.&quot; Same product, differe=
nt framing=E2=80=94but it tapped into what people actually wanted.</span></=
p></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;t=
ext-align:left;word-break:break-word;"><p style=3D"mso-line-height-alt:150.=
0%;"><span style=3D"color:rgb(44, 62, 80);">As Jacob told me: &quot;AI agen=
ts are way underhyped right now. The world does not understand how much wor=
k is going to change once we get better at creating and adapting these thin=
gs.&quot;</span></p></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"=
padding:0px 15px;text-align:left;word-break:break-word;"><p style=3D"mso-li=
ne-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">This isn&#39;=
t about humans becoming obsolete. It&#39;s about humans becoming more human=
=E2=80=94focusing on creativity, empathy, strategic thinking, and complex p=
roblem-solving, while machines handle the mechanical tasks that never requi=
red human intelligence in the first place.</span></p></td></tr><tr><td clas=
s=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-brea=
k:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"colo=
r:rgb(44, 62, 80);">The future of work isn&#39;t humans versus machines. It=
&#39;s humans and machines working together, with each focusing on what the=
y do best. When we get this partnership right, work becomes more engaging, =
more productive, and more rewarding for everyone involved.</span></p></td><=
/tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-alig=
n:left;word-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><sp=
an style=3D"color:rgb(44, 62, 80);">How much of your day is spent on valuab=
le work versus busywork? What tasks would you hand over to an AI agent tomo=
rrow if you could?=C2=A0</span></p></td></tr><tr><td class=3D"dd" align=3D"=
left" style=3D"padding:0px 15px;text-align:left;word-break:break-word;"><p =
style=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);=
">Hit reply and let me know=E2=80=94I read every response and this conversa=
tion is shaping how I think about the future of work.</span></p></td></tr><=
tr><td class=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:lef=
t;word-break:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span st=
yle=3D"color:rgb(44, 62, 80);">Collin=C2=A0</span></p></td></tr><tr><td cla=
ss=3D"dd" align=3D"left" style=3D"padding:0px 15px;text-align:left;word-bre=
ak:break-word;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"col=
or:rgb(44, 62, 80);">PS - The full episode with Jacob drops on the podcast =
next week, but you can check out our conversation from </span><a class=3D"l=
ink" href=3D"https://link.mail.beehiiv.com/ss/c/u001.G_FXh2WqEvTN6auln7aYy8=
RoHPMf9qr4czQJkASRA4bGi8U959ZUStyPcRuBMNe38wGA69Hq6E-W55OTCdYZsYNzFLS-F3JkT=
jAFSCi8Wy2MyC7Rp-1zVt-t4UrVB__rErW19EdBX7NOSp7AAD0cfq0jlOhjZbLWhEKdqLGJT_Cv=
CmOFW7kRKjiDXsmPoRk-qp6knsRbu4NguqTd0D1DAtyCPiNxPm3K7i81JaZUGnzaedingqwV3N-=
hz4coE9ABxFkrNipIFE_8WLTZAl1mnNyFyAn_hOXt3oaTqz0qAYM/4h4/84y-Y6O6QAav_kp7d6=
D9zg/h8/h001.aiTe82e3V6N-mkJ-n8e-nD22SvuU9HYFUY6Hct5yCXU" target=3D"_blank"=
 rel=3D"noopener noreferrer nofollow"><span>12 months ago</span></a><span s=
tyle=3D"color:rgb(44, 62, 80);"> to see how much has changed. </span><span =
style=3D"color:rgb(44, 62, 80);"><a class=3D"link" href=3D"https://link.mai=
l.beehiiv.com/ss/c/u001.5gCVPgUBUULjg7dW0pMm-6Zlg3-gWX_UH7Dqk5kGYaANlBbRT_k=
NSdUSEcxCSOAwonecAy-i3GhrF60IeuKT0k21mMLRuZ2TWZiz5Us8jcrWob82HJLOXxRzELSPY9=
4FC0XA_6dEI3Xb0sWJqIH6mNaoJNKOFHhw_tZeeUcHKvargVTrhfto1qoDhiwezKjsey4rPFkNZ=
2-Jq7nHRhQAXiVX0oc8Sm_Z_EWv39T5BBQ/4h4/84y-Y6O6QAav_kp7d6D9zg/h9/h001.6Vmby=
5SLq1sTENWCbWBCndTX_2iLgsk0g2FQwP9Gb8M" target=3D"_blank" rel=3D"noopener n=
oreferrer nofollow"><span>Relay.app</span></a></span><span style=3D"color:r=
gb(44, 62, 80);"> is absolutely taking off right now, and getting this behi=
nd-the-scenes look at a founder navigating the inflection point in real-tim=
e feels like a rare glimpse into how breakthrough moments actually happen. =
</span></p></td></tr><tr><td class=3D"dd" align=3D"left" style=3D"padding:0=
px 15px;text-align:left;word-break:break-word;"><p style=3D"mso-line-height=
-alt:150.0%;"><span style=3D"color:rgb(44, 62, 80);">PPS - Jacob shared a g=
uide for automating the LinkedIn research he mentioned above, you can check=
 it out </span><span style=3D"color:rgb(44, 62, 80);"><a class=3D"link" hre=
f=3D"https://link.mail.beehiiv.com/ss/c/u001.UY7-jEMcRLZ5W6M0bzLpmwn7z4y4s5=
djXDQaKwcDzWAnVjK7zqHSrpZtDTQ2-flOJMC3OFgRpaBFO9ncfhS2B9FDUjr6BZzZR5hC1_9_D=
ZYgMCj4zFntsRS08UmkJtcboYSh4nNsMDj61iegC2iDruyT7cPP9Sgzpp1RXRd71_8nEk5lm1_R=
HVnquVn-im9Iqvv9vY7k6ozst97euIIG-cEO2KMm_oZdEhLHptYWn4ELztwSBTUUNUCWTsDeTLz=
-2zj21B1ARCVs7obZYZyjAsWFggjpGjgr8WNu57iickA/4h4/84y-Y6O6QAav_kp7d6D9zg/h10=
/h001.cyLQqnxkT9NG6Bzjf3KP_CnGjTetPkBAPWuuc71EjDM" target=3D"_blank" rel=3D=
"noopener noreferrer nofollow"><span>here</span></a></span><span style=3D"c=
olor:rgb(44, 62, 80);">. This isn=E2=80=99t sponsored, I just think it=E2=
=80=99s awesome. </span><br><br><span style=3D"color:rgb(44, 62, 80);">PPPS=
 - any feedback on the pre-sale CTA? My publisher is getting on me about pr=
omoting it regularly so expect it to be a more regular occurrence. I=E2=80=
=99m trying to find ways of fulfilling their desire and keeping it fun for =
us. Hit me back with any ideas. </span></p></td></tr><tr><td class=3D"dd" a=
lign=3D"left" style=3D"padding:0px 15px;text-align:left;word-break:break-wo=
rd;"><p style=3D"mso-line-height-alt:150.0%;"><span style=3D"color:rgb(44, =
62, 80);">Last one - this post was inspired by Paul Graham=E2=80=99s </span=
><span style=3D"color:rgb(44, 62, 80);"><a class=3D"link" href=3D"https://l=
ink.mail.beehiiv.com/ss/c/u001.xDrLMY0giiSlGuELGCgU3gCdOpn5-y1d1a1LLuyaFSrT=
l2m8NMJR18SE4rrVJMtDZVYmGNdGu0X2C4YP3iSGJQWHd62UMnCwhQ9YTi8fkA8mWYAyk6rceXz=
9td_M6jTvXxGS5-fnZ4fGhrZ2OlapCSvMzDzST_ZvLwVGYP0Hfb-pfPl46M-KL8S9n1dQ4BL-Ai=
eyT4vuJSLhxGUhPmLnbfpqURnAT0e9Yi7Z9EnQy2P0LU62eWWT4Rlk3gDdB9i0/4h4/84y-Y6O6=
QAav_kp7d6D9zg/h11/h001.PfMeXkDtZw6nws-U5wWgaZ4j26VZCKlYTTZM5EPJahI" target=
=3D"_blank" rel=3D"noopener noreferrer nofollow"><span>Schlep Blindness</sp=
an></a></span><span style=3D"color:rgb(44, 62, 80);"> post, go check it out=
 if you haven=E2=80=99t read it before. </span></p></td></tr></table></td><=
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