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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= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=
=A0
Sign Up [1] |Advertise [2]|View Online [3]=20
=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=
aging
sessions, handling tokens, supporting SSO, and protecting user data=
.
AuthKit [5] provides a fully hosted, customizable UI for sign-up,
pas=
sword resets, MFA, and seamless SSO =E2=80=94 production-ready from day
o=
ne.
But authentication alone doesn't stop abuse. WorkOS Radar [6] adds=
real-time threat prevention, detecting brute force, credential
stuffin=
g, and more. Built-in protections can be enabled instantly =E2=80=94
no s=
cripts or custom logic required.
Build secure, scalable authentication=
from day one with AuthKit and
WorkSO Radar. [7]
=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,
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F2 (GITHUB REPO) [18]=20
F=
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REINVENT THE WHEEL (3 MINUTE READ) [19] =
You should learn from others, but you also need to put your knowledg=
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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
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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=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Nvidia= 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= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C </div>
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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>
<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>
</span></span></div>
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<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>
<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>
<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>
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<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>
<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>
<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>
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<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>
<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>
<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>
<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>
<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= ernals. While it might be helpful to understand some of the internals and m= ath, it's probably best to stick to learning how to get good at using these=
models and integrating what they do into agentic systems.
</span>
</span>
</div>
</td></tr></tbody></table>
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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><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;">=E2=9A= =A1</span></div></div>
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<strong>F2 (GitHub Repo)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
F2 is a cross-platform command-line too=
l for batch renaming files and directories quickly and safely.
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<strong>Reinvent the Wheel (3 minut=
e read)</strong>
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You should learn from others, but you a= lso need to put your knowledge to the test so you learn enough about your f= ield to advance it.
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<strong>On File Formats (3 minute r= ead)</strong>
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TrailBase is an application server with=
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0 2.0 (5 minute read)</strong>
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MCP could inspire a new generation of d= evelopers to push for the web to go back towards its natural architecture, = programmable through janky specs that everybody adopted for the sheer joy o=
f something fun to hack on.
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