To : All

Subj : Nvidia GPU cloud ⚡, DeepMind CEO interview 🤖, Carta CTO learnings 👨‍💻
To : All
From : TLDR
Date : Mon May 26 2025 10:44 am

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Nvidia's DGX Cloud Lepton is a new service designed to link artificial
in=
telligence developers with Nvidia's network of cloud
providers=C2=A0=
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=A0

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=09=09TLDR =

=09=09TOGETHER WITH [WorkOS] [4]

TLDR 2025-05-26

WORKOS AU=
THKIT + RADAR: AUTHENTICATION WITH REAL-TIME THREAT
PROTECTION (SPONSOR) =
[4]=20

Authentication isn't just login. It's building secure flows, man=
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sessions, handling tokens, supporting SSO, and protecting user data=
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AuthKit [5] provides a fully hosted, customizable UI for sign-up,
pas=
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=F0=9F=93=B1=20

=
BIG TECH & STARTUPS

THE MAN WHO =E2=80=98A.G.I.-PILLED' GOOGLE (56 MI=
NUTE READ) [8]=20

Demis Hassabis, the chief executive of Google DeepMin=
d, has been
dreaming of artificial general intelligence (AGI) for years. =
He was
already taking the possibility of AGI seriously when Google acquir=
ed
DeepMind in 2014. Today, he is among a growing number of tech leaders=

racing to build AGI. Hassabis and a colleague received the Nobel Prize=

in Chemistry last year for their work on AlphaFold, an AI system
capab=
le of predicting the three-dimensional structures of proteins.
This artic=
le contains a transcript of an interview with Hassabis about
his views on=
AGI and the future that follows its arrival.=20

NVIDIA PUSHES FURTHER =
INTO CLOUD WITH GPU MARKETPLACE (2 MINUTE READ)
[9]=20

Nvidia's DGX C=
loud Lepton is a new service designed to link
artificial intelligence dev=
elopers with Nvidia's network of cloud
providers, including CoreWeave, La=
mbda, and Crusoe. It provides access
to Nvidia's graphics processing unit=
s, making those chips more widely
accessible to all developers. The platf=
orm will have a marketplace of
GPU cloud vendors that developers can pick=
from to train and use their
AI models. Developers can choose which cloud=
provider to work with and
even work with multiple cloud providers.=20
=

=F0=9F=9A=80=20

SCIENCE & FUTURISTIC TECHNOLOGY

ROBOTS ARE STAR=
TING TO MAKE DECISIONS IN THE OPERATING ROOM (11
MINUTE READ) [10]=20

=
Autonomous robots aren't being used to operate on people yet, but the
te=
chnology is almost capable of such a feat and more autonomy is on
the way=
. The technology could help hospitals meet the high demand for
safety and=
consistency during surgeries, manage routine tasks, and
prevent mistakes=
. Future robots will use AI to autonomously manage
movements and decision=
-making during surgical tasks, reducing the need
for constant human input=
. With the number of surgeons around the world
declining while the number=
of people who need surgery continues to
increase, the need for the techn=
ology is clear.=20

VALVE CEO GABE NEWELL'S NEURALINK COMPETITOR IS EXPE=
CTING ITS FIRST
BRAIN CHIP THIS YEAR (3 MINUTE READ) [11]=20

Starfish=
Neuroscience, a brain-computer interface startup
incorporated by Valve c=
o-founder and CEO Gabe Newell, plans to produce
its very first brain chip=
later this year. The company is currently
seeking collaborators to open =
up avenues for the technology.
Starfish's goal is to create a smaller and=
less invasive implant than
the competition that can enable simultaneous =
access to multiple brain
regions. Details from the chip's current spec sh=
eet are available in
the article. The article also links to a video of a =
talk from Valve
that explains how the technology could enhance gaming. =

=F0=9F=92=BB=20

PROGRAMMING, DESIGN & DATA SCIENCE

STUFF I L=
EARNED AT CARTA (7 MINUTE READ) [12]=20

Will Larson worked at Carta as =
its CTO for the past two years. This
post contains the most important les=
sons Larson learned in his time at
the company, covering topics such as e=
ngineering strategy, large
language model adoption, multi-dimensional tra=
deoffs, creating
software quality, and more.=20

OPENAI: SCALING POSTG=
RESQL TO THE NEXT LEVEL (18 MINUTE READ) [13]=20

Bohan Zhang, a member =
of OpenAI's Infrastructure team, recently
shared the company's best pract=
ices with PostgreSQL at the PGConf.dev
2025 Global Developer Conference. =
The talk offers a glimpse into the
database usage of one of the most prom=
inent unicorn companies and
demonstrates how PostgreSQL can scale gracefu=
lly under massive read
loads. OpenAI utilizes managed databases on Azure,=
employing a classic
PostgreSQL primary-replication architecture without =
sharding. This
article covers the content of Zhang's talk along with comm=
ents and
includes some more details about OpenAI's infrastructure.=20

=
=F0=9F=8E=81=20

MISCELLANEOUS

AT AMAZON, SOME CODERS SAY THEIR JOB=
S HAVE BEGUN TO RESEMBLE
WAREHOUSE WORK (12 MINUTE READ) [14]=20

As A=
I spreads through the labor force, many white-collar workers say
their wo=
rk is becoming more routine, less thoughtful, and much
faster-paced. Comp=
anies seem to be persuaded that AI can increase
productivity. Teams are g=
etting smaller, but they're being expected to
output the same amount of w=
ork by using AI. Managers say that AI can
relieve employees of tedious ta=
sks and enable them to perform more
interesting work, but for inexperienc=
ed workers, the change resembles
the shift from artisanal work to factory=
work in the 19th and 20th
centuries.=20

ASK HN: GO DEEP INTO AI/LLMS=
OR JUST USE THEM AS TOOLS? (HACKER NEWS
THREAD) [15]=20

Large langua=
ge models are becoming commodities. Many people use them,
but few people =
are developing them from scratch. Developing large
language models involv=
es a lot of hardcore computer science and math -
people can use them with=
out having to know any of the internals. While
it might be helpful to und=
erstand some of the internals and math, it's
probably best to stick to le=
arning how to get good at using these
models and integrating what they do=
into agentic systems.=20

=E2=9A=A1=20

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ROOT FOR YOUR FRIENDS (4 MINUTE READ) [17]=20
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Rooting for your friends is the best way to improve your career,
happ=
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F2 (GITHUB REPO) [18]=20

F=
2 is a cross-platform command-line tool for batch renaming files and
dire=
ctories quickly and safely.=20

REINVENT THE WHEEL (3 MINUTE READ) [19] =

You should learn from others, but you also need to put your knowledg=
e
to the test so you learn enough about your field to advance it.=20

=
ON FILE FORMATS (3 MINUTE READ) [20]=20

This post presents things to co=
nsider if you are thinking about
creating a new file format.=20

TRAIL=
BASE (GITHUB REPO) [21]=20

TrailBase is an application server with sub-=
millisecond latencies,
eliminating the need for dedicated caches.=20

=
MCP IS THE COMING OF WEB 2.0 2.0 (5 MINUTE READ) [22]=20

MCP could insp=
ire a new generation of developers to push for the web
to go back towards=
its natural architecture, programmable through
janky specs that everybod=
y adopted for the sheer joy of something fun
to hack on.=20

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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Nvidia&#03=
9;s DGX Cloud Lepton is a new service designed to link artificial intellige=
nce developers with Nvidia's network of cloud providers =E2=80=8C=
 =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C=
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px;">T</span><span style=3D"font-size: 30px;"><span data-darkreader-inline-=
color=3D"" style=3D"color: rgb(232, 192, 96) !important; --darkreader-inlin=
e-color:#e8c163; font-size:30px;">L</span><span data-darkreader-inline-colo=
r=3D"" style=3D"color: rgb(101, 195, 173) !important; --darkreader-inline-c=
olor:#6ec7b2; font-size:30px;">D</span></span><span data-darkreader-inline-=
color=3D"" style=3D"--darkreader-inline-color:#dd6e6e; color: rgb(220, 107,=
107) !important; font-size: 30px;">R</span>
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<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr id=3D"together-with"><td align=3D"cent=
er" height=3D"20" style=3D"vertical-align:middle !important;" valign=3D"mid=
dle" width=3D"100%"><strong style=3D"vertical-align:middle !important; heig=
ht: 100%;">Together With </strong>
<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2=
Fblog%2Fhow-workos-radar-really-works%3Futm_source=3Dtldr%26utm_medium=3Dne=
wsletter%26utm_campaign=3Dq22025/1/010001970c314112-fdd25b4c-d59e-481b-88c3=
-3c56ae141084-000000/Xtb4ASrdvJnCaeSj0jjjN1mdG3HKTm2WfSQoSeA4xUA=3D406"><im=
g src=3D"https://images.tldr.tech/workos50.png" valign=3D"middle" style=3D"=
vertical-align: middle !important; height: 100%;" alt=3D"WorkOS"></a></td><=
/tr></tbody></table>

<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;=
">
<div style=3D"text-align: center;">

<h1><strong>TLDR <span id=3D"date">2025-05-26</span></strong></h1>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fworkos.com%2Fblog%2Fhow-workos-radar-really-works%3Futm=
_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22025/2/01000197=
0c314112-fdd25b4c-d59e-481b-88c3-3c56ae141084-000000/yQHY-Bx4OFOOcgFiXFtx6x=
8_5fLWX1LmJ0S2lXTbUi8=3D406">
<span>
<strong>WorkOS AuthKit + Radar: Aut=
hentication with Real-Time Threat Protection (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Authentication isn't just login. It's b=
uilding secure flows, managing sessions, handling tokens, supporting SSO, a=
nd protecting user data. <a class=3D"c-link" href=3D"https://tracking.tldrn=
ewsletter.com/CL0/https:%2F%2Fwww.authkit.com%3Futm_source=3Dtldr%26utm_med=
ium=3Dnewsletter%26utm_campaign=3Dq22025/1/010001970c314112-fdd25b4c-d59e-4=
81b-88c3-3c56ae141084-000000/UPRJxs9RfKuYZQiCPWdsskV5IsILjM7tHFcD3kfxI-o=3D=
406" rel=3D"noopener noreferrer" target=3D"_blank"><span>AuthKit</span></a>=
provides a fully hosted, customizable UI for sign-up, password resets, MFA=
, and seamless SSO =E2=80=94 production-ready from day one.

<p></p>

<p>But authentication alone doesn't stop abuse. <a class=3D"c-link" href=3D=
"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.com%2Fradar%3Fu=
tm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22025/1/010001=
970c314112-fdd25b4c-d59e-481b-88c3-3c56ae141084-000000/FjGCqK3eoLgjiGoQIpm-=
5c2UX3IOQ_wQ3BH3LPLez3Y=3D406" rel=3D"noopener noreferrer" target=3D"_blank=
"><span>WorkOS Radar</span></a> adds real-time threat prevention, detecting=
brute force, credential stuffing, and more. Built-in protections can be en=
abled instantly =E2=80=94 no scripts or custom logic required.</p>

<p><a class=3D"c-link" href=3D"https://tracking.tldrnewsletter.com/CL0/http=
s:%2F%2Fworkos.com%2Fdocs%2Fuser-management%2Fauthkit%3Futm_source=3Dtldr%2=
6utm_medium=3Dnewsletter%26utm_campaign=3Dq22025/1/010001970c314112-fdd25b4=
c-d59e-481b-88c3-3c56ae141084-000000/LHBCx18PMcRhcdNb7rDMYUAyhwUrfNAND4NxTe=
Amhe8=3D406" rel=3D"noopener noreferrer" target=3D"_blank"><span>Build secu=
re, scalable authentication from day one with AuthKit and WorkSO Radar.</sp=
an></a>

</p>
</span></span></div>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr>
<tr bgcolor=3D""><td class=3D"container">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td style=3D"padding: 0px;">

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=
=93=B1</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Big Tech & Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t=
r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FfvM811/1/010001970c314112-fd=
d25b4c-d59e-481b-88c3-3c56ae141084-000000/GmTURZYpDz6OBfjXBM2FKr_erXlfurCdb=
dyI1-hHwlY=3D406">
<span>
<strong>The Man Who =E2=80=98A.G.I.=
-Pilled' Google (56 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Demis Hassabis, the chief executive of =
Google DeepMind, has been dreaming of artificial general intelligence (AGI)=
for years. He was already taking the possibility of AGI seriously when Goo=
gle acquired DeepMind in 2014. Today, he is among a growing number of tech =
leaders racing to build AGI. Hassabis and a colleague received the Nobel Pr=
ize in Chemistry last year for their work on AlphaFold, an AI system capabl=
e of predicting the three-dimensional structures of proteins. This article =
contains a transcript of an interview with Hassabis about his views on AGI =
and the future that follows its arrival.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FJ26a20/1/010001970c314112-fd=
d25b4c-d59e-481b-88c3-3c56ae141084-000000/QqIaa9ucich3buvDief3mOAS-CthmUWtz=
RxVOWIEoUM=3D406">
<span>
<strong>Nvidia Pushes Further Into =
Cloud With GPU Marketplace (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Nvidia's DGX Cloud Lepton is a new serv=
ice designed to link artificial intelligence developers with Nvidia's netwo=
rk of cloud providers, including CoreWeave, Lambda, and Crusoe. It provides=
access to Nvidia's graphics processing units, making those chips more wide=
ly accessible to all developers. The platform will have a marketplace of GP=
U cloud vendors that developers can pick from to train and use their AI mod=
els. Developers can choose which cloud provider to work with and even work =
with multiple cloud providers.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=
=9A=80</span></div>
</div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Science & Futuristic Technology</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t=
r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fspectrum.ieee.org%2Fstar-autonomous-surgical-robot%3Fut=
m_source=3Dtldrnewsletter/1/010001970c314112-fdd25b4c-d59e-481b-88c3-3c56ae=
141084-000000/GN0VQOrb8c91GyBjK5OgMhDAEnX3_O_hPQfMnkBBYgg=3D406">
<span>
<strong>Robots Are Starting to Make=
Decisions in the Operating Room (11 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Autonomous robots aren't being used to =
operate on people yet, but the technology is almost capable of such a feat =
and more autonomy is on the way. The technology could help hospitals meet t=
he high demand for safety and consistency during surgeries, manage routine =
tasks, and prevent mistakes. Future robots will use AI to autonomously mana=
ge movements and decision-making during surgical tasks, reducing the need f=
or constant human input. With the number of surgeons around the world decli=
ning while the number of people who need surgery continues to increase, the=
need for the technology is clear.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fwww.theverge.com%2Fnews%2F673938%2Fgabe-newell-valve-fo=
under-brain-computer-interface-first-chip-starfish%3Futm_source=3Dtldrnewsl=
etter/1/010001970c314112-fdd25b4c-d59e-481b-88c3-3c56ae141084-000000/1nmxGl=
r1_J8GodnosnR12LgJw-CrUiP14qmZlgadZOk=3D406">
<span>
<strong>Valve CEO Gabe Newell's Neu=
ralink competitor is expecting its first brain chip this year (3 minute rea=
d)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Starfish Neuroscience, a brain-computer=
interface startup incorporated by Valve co-founder and CEO Gabe Newell, pl=
ans to produce its very first brain chip later this year. The company is cu=
rrently seeking collaborators to open up avenues for the technology. Starfi=
sh's goal is to create a smaller and less invasive implant than the competi=
tion that can enable simultaneous access to multiple brain regions. Details=
from the chip's current spec sheet are available in the article. The artic=
le also links to a video of a talk from Valve that explains how the technol=
ogy could enhance gaming.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=
=92=BB</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t=
r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Flethain.com%2Fstuff-learned-at-carta%2F%3Futm_source=3D=
tldrnewsletter/1/010001970c314112-fdd25b4c-d59e-481b-88c3-3c56ae141084-0000=
00/QvAJ7m1E-Yc32ls6Hiau60AIQjkZaWJqm2HOSuoP7gY=3D406">
<span>
<strong>Stuff I learned at Carta (7=
minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Will Larson worked at Carta as its CTO =
for the past two years. This post contains the most important lessons Larso=
n learned in his time at the company, covering topics such as engineering s=
trategy, large language model adoption, multi-dimensional tradeoffs, creati=
ng software quality, and more.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fwww.pixelstech.net%2Farticle%2F1747708863-openai%253a-s=
caling-postgresql-to-the-next-level%3Futm_source=3Dtldrnewsletter/1/0100019=
70c314112-fdd25b4c-d59e-481b-88c3-3c56ae141084-000000/1uxHW9LNEKmmpcPPO8BYi=
grrjg-ZZljtGjuIa3aPMdw=3D406">
<span>
<strong>OpenAI: Scaling PostgreSQL =
to the Next Level (18 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Bohan Zhang, a member of OpenAI's Infra=
structure team, recently shared the company's best practices with PostgreSQ=
L at the PGConf.dev 2025 Global Developer Conference. The talk offers a gli=
mpse into the database usage of one of the most prominent unicorn companies=
and demonstrates how PostgreSQL can scale gracefully under massive read lo=
ads. OpenAI utilizes managed databases on Azure, employing a classic Postgr=
eSQL primary-replication architecture without sharding. This article covers=
the content of Zhang's talk along with comments and includes some more det=
ails about OpenAI's infrastructure.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=
=8E=81</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa=
cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi=
ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><=
/div>
</div>
</td></tr></tbody></table>

<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10=
0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci=
ng:0;margin:0;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FGi1o4O/1/010001970c314112-fd=
d25b4c-d59e-481b-88c3-3c56ae141084-000000/9pWm5RkPgMe_r10Itcdk11rTircqemGEh=
BUKDfBEBnk=3D406">
<span>
<strong>At Amazon, Some Coders Say =
Their Jobs Have Begun to Resemble Warehouse Work (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
As AI spreads through the labor force, =
many white-collar workers say their work is becoming more routine, less tho=
ughtful, and much faster-paced. Companies seem to be persuaded that AI can =
increase productivity. Teams are getting smaller, but they're being expecte=
d to output the same amount of work by using AI. Managers say that AI can r=
elieve employees of tedious tasks and enable them to perform more interesti=
ng work, but for inexperienced workers, the change resembles the shift from=
artisanal work to factory work in the 19th and 20th centuries.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi=
dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
;">
<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.=
com/CL0/https:%2F%2Fnews.ycombinator.com%2Fitem%3Fid=3D44079303%26utm_sourc=
e=3Dtldrnewsletter/1/010001970c314112-fdd25b4c-d59e-481b-88c3-3c56ae141084-=
000000/XyHUbLKwOAMR2gOCXYKiGMFfVB6o9d1nSECfPcrHSCo=3D406">
<span>
<strong>Ask HN: Go deep into AI/LLM=
s or just use them as tools? (Hacker News Thread)</strong>
</span>
</a>
<br>
<br>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V=
erdana, sans-serif;">
Large language models are becoming comm=
odities. Many people use them, but few people are developing them from scra=
tch. Developing large language models involves a lot of hardcore computer s=
cience and math - people can use them without having to know any of the int=
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