--B1oJQmOY
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Apple plans to shift the focus of mobile Safari's search experience to
AI=
search engines. Searches in Safari fell for the first time ever
last
y=
ear=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=20
=09=09TOGETHER WITH [Aptum] [4]
TLDR 2025-05-08
=
YOU DON'T HAVE TO CHOOSE SIDES IN THE CLOUD WARS (SPONSOR) [4]=20
60% =
of IT leaders say cloud complexity is their biggest challenge.
Endless de=
bates about cloud providers aren't helping. Instead of
religious battles =
over public vs. private, Aptum takes a pragmatic
approach [4] of putting =
each workload where it makes sense.
Here's how Aptum's Hybrid Cloud ap=
proach [4] works:
=E2=9C=85 Some things belong in the cloud. Some don'=
t. You'll get UNBIASED
ADVICE on what goes where.
=E2=9C=85 24/7 HUM=
AN SUPPORT that can range from on-demand guidance to full
infrastructure =
management.
=E2=9C=85 One portal to manage your entire hybrid environm=
ent from a single
place with clarity and control - NO VENDOR SILOS.
=
Get your cloud strategy unstuck =E2=86=92 [4]
=F0=9F=93=B1=20
BIG T=
ECH & STARTUPS
APPLE WILL ADD AI SEARCH IN MOBILE SAFARI, CHALLENGING=
GOOGLE (2
MINUTE READ) [5]=20
Apple plans to shift the focus of mobi=
le Safari's search experience
to AI search engines. Searches in Safari fe=
ll for the first time ever
last year due to people increasingly using lar=
ge language model-based
solutions. Google and Apple shares dropped after =
Apple's plans were
revealed as investors fear that the deal that makes Go=
ogle the default
search engine may not last. It is unlikely an AI search =
engine will
become the default as the technology still needs to improve,=
particularly when it comes to indexing.=20
STRIPE BRINGS STABLECOIN =
ACCOUNTS TO MORE THAN 100 COUNTRIES (2
MINUTE READ) [6]=20
Stripe is =
launching USDC and USDB accounts in 101 countries. The new
stablecoin-fun=
ded accounts will help Stripe facilitate cross-border
transactions betwee=
n businesses. The accounts will also support
balances held in British pou=
nds, euros, and US dollars. Stripe has
also announced a profiles feature =
to help businesses find each other
and verify their identities and a tool=
to make it easy for developers
to embed artificial intelligence agents i=
nto their products.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOG=
Y
AMAZON SAYS NEW WAREHOUSE ROBOT CAN =E2=80=98FEEL' ITEMS, BUT WON'T=
REPLACE
WORKERS (5 MINUTE READ) [7]=20
Amazon's new warehouse robot =
has a sense of touch, allowing it to
handle jobs previously only done by =
humans. Vulcan has an innovative
gripper that can manipulate 75% of the o=
ne million unique items in
inventory at Amazon's Spokane warehouse. Vulca=
n will not be used to
replace people - Amazon will create new, higher-ski=
lled jobs. The
robot can handle items up to 8 pounds and operate for 20 h=
ours a day.=20
GOOGLE AGREES TO FUND THE DEVELOPMENT OF THREE NEW NUCLE=
AR SITES (3
MINUTE READ) [8]=20
Elementl Power has signed an agreemen=
t with Google to develop three
project sites for advanced reactors. Each =
site will generate at least
600 megawatts of power capacity. Google will =
have the option to buy
the power once the sites are up and running. Eleme=
ntl has yet to
choose the type of reactor it will use. It plans to choose=
the reactor
technology that's furthest along in development when it is r=
eady to
begin construction.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN =
& DATA SCIENCE
FIGMA INTRODUCES =E2=80=98VIBE-CODING' AI SOFTWARE DES=
IGN FEATURE (3 MINUTE
READ) [9]=20
Figma Make is an artificial intell=
igence feature that automates the
process of building websites and applic=
ations. It will be available
starting at $16 per person per month when pu=
rchased annually - there
is no free tier. The tool uses Anthropic's Claud=
e 3.7 Sonnet model. It
is currently being tested. There is no information=
on when it will be
released.=20
THE MAGIC OF SOFTWARE; OR, WHAT MAKE=
S A GOOD ENGINEER ALSO MAKES A
GOOD ENGINEERING ORGANIZATION (10 MINUTE R=
EAD) [10]=20
Many of today's best practices were drawn from long-establ=
ished
internet companies like Google. However, the problem with copying i=
ts
current practices on the basis of its success is that most of those
=
companies found near-invincible business models, and so almost any
practi=
ce developed or selected at random likely would continue to be
successful=
to some degree. The practices and cultures that have
developed at these =
companies more often reflect optimizations for the
benefit of various dec=
ision makers rather than optimizations for
actually creating something gr=
eat. The qualities that make a good
engineer are often the same ones that=
create good engineering
organizations - both start with deep understandi=
ng as the basis for
innovation and recognize that vision and engineering =
are often deeply
intertwined and mutually informative rather than linear.=
=20
=F0=9F=8E=81=20
MISCELLANEOUS
KNOW YOUR ENEMY: HOW THREE YE=
ARS AT MCKINSEY SHAPED MY SECOND STARTUP
(7 MINUTE READ) [11]=20
Zac =
Townsend was an Associate Partner at McKinsey. This post talks
about the =
reasons he joined the company, his time there, the projects
he worked on,=
and the lessons he learned from the experience. After
working there for =
three years, Townsend learned that it is impossible
to fix institutions t=
hat have gotten too big - there are too many
people, too many processes, =
and too much regulatory overhang. This led
him to create his own company.=
=20
WORKING WITH LLMS: A FEW LESSONS (7 MINUTE READ) [12]=20
Large =
Language Models (LLMs) are inherently probabilistic, which
means you have=
to add evaluation frameworks, human-in-the-loop
processes, and design fo=
r graceful failure, using LLMs for
probabilistic guidance rather than det=
erministic answers. Unlike with
traditional software, there is no way to =
get better at using AI than
using AI - there is no substitute for trial a=
nd error. This makes it
hard to predict development and makes building fu=
ture-proof technology
almost impossible. While software is inexpensive to=
distribute once
written, LLMs have continued costs.=20
=E2=9A=A1=20
=
QUICK LINKS
REGISTER FOR SNYK'S SECURITY CHAMPIONS WEBINAR | MAY 1=
5 (SPONSOR)
[13]=20
Security Champions programs are a proven way to s=
cale AppSec across
dev teams. Join Snyk's live webinar on May 15 @ 11AM E=
T and earn bonus
CPE credits. Save your spot now! [13]=20
TY (GITHUB =
REPO) [14]=20
ty is an extremely fast Python type checker and language =
server.=20
NEW COURT FILING SHOWS THAT META EXECS AGREED THAT FACEBOOK =
WAS
LOSING TO TIKTOK (3 MINUTE READ) [15]=20
The US government is att=
empting to prove that Meta violated
competition laws, but new evidence sh=
ows that Meta had identified
TikTok as a major competitor several years a=
go.=20
'I PAID FOR THE WHOLE GPU, I AM GOING TO USE THE WHOLE GPU': A=
HIGH-LEVEL GUIDE TO GPU UTILIZATION (20 MINUTE READ) [16]=20
This ar=
ticle discusses GPU utilization with a focus on neural network
inference =
workloads.=20
NETFLIX WILL TRY A TIKTOK-LIKE FEED ON ITS MOBILE APP (1 =
MINUTE READ)
[17]=20
Users will be able to watch shows or movies righ=
t away, add them to
their list of saved things to watch, and share clips =
with friends.=20
STRINGLY TYPED (2 MINUTE READ) [18]=20
Application=
s are 'stringly typed' when type information is available,
but systems or=
functions are called based on strings or stringified
data.=20
APPLE =
PUSHES TO HALT APP STORE OVERHAUL AS EPIC GAMES APPEAL MOVES
FORWARD (2 M=
INUTE READ) [19]=20
Apple has requested a stay on a court injunction th=
at requires the
company to allow developers to link to alternative paymen=
t methods in
their apps.=20
Love TLDR? Tell your friends and get rewar=
ds!
Share your referral link below with friends to get free TLDR swag=
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https://refer.tldr.tech/1fd848fa/ [20]=20
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple plan=
s to shift the focus of mobile Safari's search experience to AI search=
engines. Searches in Safari fell for the first time ever last year = =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"
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https://images.tl= dr.tech/aptum.png" valign=3D"middle" style=3D"vertical-align: middle !impor= tant; height: 100%;" alt=3D"Aptum"></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">2025-05-08</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%2Faptum.it%2F3RKi8hK/2/01000196af7da309-4bdb32c3-e50c-452= 3-b20c-17d895f86cf8-000000/_clCAMDCjPT8RB-oiZqNnXV9g3Ucb61GsPVPdIYIxRg=3D40=
<span>
<strong>You don't have to choose si= des in the cloud wars (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
60% of IT leaders say cloud complexity =
is their biggest challenge. Endless debates about cloud providers aren't he= lping. Instead of religious battles over public vs. private, <a href=3D"htt= ps://tracking.tldrnewsletter.com/CL0/https:%2F%2Faptum.it%2F3RKi8hK/3/01000= 196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/ZzbeY8GmRvqkYlKNJ8h= 8Rjf9uLtp-9FrkZhdpo4IcSQ=3D404" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>Aptum takes a pragmatic approach</span></a> of putting ea=
ch workload where it makes sense.
<p></p>
<p>Here's how Aptum's <a href=3D"
https://tracking.tldrnewsletter.com/CL0/ht= tps:%2F%2Faptum.it%2F3RKi8hK/4/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d= 895f86cf8-000000/Q1lN_CQaMJtkykZuekBZIgKff_Br7i6dJt-keO-ymf4=3D404" rel=3D"= noopener noreferrer nofollow" target=3D"_blank"><span>Hybrid Cloud approach= </span></a> works:</p>
<p>=E2=9C=85 Some things belong in the cloud. Some don't. You'll get <stron= g>unbiased advice</strong> on what goes where.</p>
<p>=E2=9C=85 24/7 <strong>human support</strong> that can range from on-dem= and guidance to full infrastructure management.</p>
<p>=E2=9C=85 One portal to manage your entire hybrid environment from a sin= gle place with clarity and control - <strong>no vendor silos</strong>.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Faptum.it%= 2F3RKi8hK/5/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/74= _jIkEDbii8RWIWlwl04OJb0nVWiS3UIrXL4XJaPXw=3D404" rel=3D"noopener noreferrer=
nofollow" target=3D"_blank"><span>Get your cloud strategy unstuck =E2=86= =92</span></a>
</span></span></div>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
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<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%2Farstechnica.com%2Fapple%2F2025%2F05%2Fcue-apple-will-ad= d-ai-search-in-mobile-safari-challenging-google%2F%3Futm_source=3Dtldrnewsl= etter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/8xKEFg= s_3Z7wV9jghQnIZ1w3_PcxrdPlP20xskAPZiU=3D404">
<span>
<strong>Apple will add AI search in=
mobile Safari, challenging Google (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple plans to shift the focus of mobil=
e Safari's search experience to AI search engines. Searches in Safari fell = for the first time ever last year due to people increasingly using large la= nguage model-based solutions. Google and Apple shares dropped after Apple's=
plans were revealed as investors fear that the deal that makes Google the = default search engine may not last. It is unlikely an AI search engine will=
become the default as the technology still needs to improve, particularly = when it comes to indexing.
</span>
</span>
</div>
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<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%2FQj6gJJ/1/01000196af7da309-4b= db32c3-e50c-4523-b20c-17d895f86cf8-000000/EvDhgX_jmF6OPPLZ1zOQMhj54-5tdCHKZ= z34tHU22WY=3D404">
<span>
<strong>Stripe Brings Stablecoin Ac= counts to More Than 100 Countries (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Stripe is launching USDC and USDB accou= nts in 101 countries. The new stablecoin-funded accounts will help Stripe f= acilitate cross-border transactions between businesses. The accounts will a= lso support balances held in British pounds, euros, and US dollars. Stripe = has also announced a profiles feature to help businesses find each other an=
d verify their identities and a tool to make it easy for developers to embe=
d artificial intelligence agents into their products.
</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= =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%2Fwww.cnbc.com%2F2025%2F05%2F07%2Fmeet-amazons-robot-vulc= an-the-first-with-a-sense-of-touch.html%3Futm_source=3Dtldrnewsletter/1/010= 00196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/-ptbY2jTKB-HIzJ2d= KKlESvyO3vdFIa1oZqsTL1Awl4=3D404">
<span>
<strong>Amazon says new warehouse r= obot can =E2=80=98feel' items, but won't replace workers (5 minute read)</s= trong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Amazon's new warehouse robot has a sens=
e of touch, allowing it to handle jobs previously only done by humans. Vulc=
an has an innovative gripper that can manipulate 75% of the one million uni= que items in inventory at Amazon's Spokane warehouse. Vulcan will not be us=
ed to replace people - Amazon will create new, higher-skilled jobs. The rob=
ot can handle items up to 8 pounds and operate for 20 hours a day.
</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.cnbc.com%2F2025%2F05%2F07%2Fgoogle-agrees-to-fund-t= he-development-of-three-new-nuclear-sites.html%3Futm_source=3Dtldrnewslette= r/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/QwmCIqWFWq= rRoyP3oKPcHxlf_YZxTajKPIm5FK51F6E=3D404">
<span>
<strong>Google agrees to fund the d= evelopment of three new nuclear sites (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Elementl Power has signed an agreement = with Google to develop three project sites for advanced reactors. Each site=
will generate at least 600 megawatts of power capacity. Google will have t=
he option to buy the power once the sites are up and running. Elementl has = yet to choose the type of reactor it will use. It plans to choose the react=
or technology that's furthest along in development when it is ready to begi=
n construction.
</span>
</span>
</div>
</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>
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<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%2Fwww.cnbc.com%2F2025%2F05%2F07%2Ffigma-launches-premium-= figma-make-vibe-coding-ai-software-designer.html%3Futm_source=3Dtldrnewslet= ter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/KVDeyj8C= OJ8V4MU8MI0wSsZXaYttyu6bLTn99Mx1gMM=3D404">
<span>
<strong>Figma introduces =E2=80=98v= ibe-coding' AI software design feature (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Figma Make is an artificial intelligenc=
e feature that automates the process of building websites and applications.=
It will be available starting at $16 per person per month when purchased a= nnually - there is no free tier. The tool uses Anthropic's Claude 3.7 Sonne=
t model. It is currently being tested. There is no information on when it w= ill be released.
</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%2Fmoxie.org%2F2024%2F09%2F23%2Fa-good-engineer.html%3Futm= _source=3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f= 86cf8-000000/wyfUfWRoImkqwXHexdUmHWI5glZN3k9XKB-I_cRHQZ4=3D404">
<span>
<strong>The magic of software; or, = what makes a good engineer also makes a good engineering organization (10 m= inute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Many of today's best practices were dra=
wn from long-established internet companies like Google. However, the probl=
em with copying its current practices on the basis of its success is that m= ost of those companies found near-invincible business models, and so almost=
any practice developed or selected at random likely would continue to be s= uccessful to some degree. The practices and cultures that have developed at=
these companies more often reflect optimizations for the benefit of variou=
s decision makers rather than optimizations for actually creating something=
great. The qualities that make a good engineer are often the same ones tha=
t create good engineering organizations - both start with deep understandin=
g as the basis for innovation and recognize that vision and engineering are=
often deeply intertwined and mutually informative rather than linear.
</span>
</span>
</div>
</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= =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%2Fblog.zactownsend.com%2Fknow-your-enemy-how-three-years-= at-mckinsey-shaped-my-second-startup%3Futm_source=3Dtldrnewsletter/1/010001= 96af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/e33rVVIpZ774rgSy9mri= IG6boLTLFhDARj5Jhg1lVhM=3D404">
<span>
<strong>Know Your Enemy: How Three = Years at McKinsey Shaped My Second Startup (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Zac Townsend was an Associate Partner a=
t McKinsey. This post talks about the reasons he joined the company, his ti=
me there, the projects he worked on, and the lessons he learned from the ex= perience. After working there for three years, Townsend learned that it is = impossible to fix institutions that have gotten too big - there are too man=
y people, too many processes, and too much regulatory overhang. This led hi=
m to create his own company.
</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.strangeloopcanon.com%2Fp%2Fworking-with-llms-a-few-= lessons%3Futm_source=3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523= -b20c-17d895f86cf8-000000/RlDDa4oczvXociL5g7lSSxxr8spnP4cIMpv98W0vl6Y=3D404=
<span>
<strong>Working with LLMs: A Few Le= ssons (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Large Language Models (LLMs) are inhere= ntly probabilistic, which means you have to add evaluation frameworks, huma= n-in-the-loop processes, and design for graceful failure, using LLMs for pr= obabilistic guidance rather than deterministic answers. Unlike with traditi= onal software, there is no way to get better at using AI than using AI - th= ere is no substitute for trial and error. This makes it hard to predict dev= elopment and makes building future-proof technology almost impossible. Whil=
e software is inexpensive to distribute once written, LLMs have continued c= osts.
</span>
</span>
</div>
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<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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<h1><strong>Quick Links</strong></h1>
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https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgo.snyk.io%2Fisc2-sec-champions-program-0515.html%3Futm= _campaign=3Ddm_pp_tldr_250508_wbn_250515_sec_champs_program%26utm_medium=3D= em-pa%26utm_source=3Dtldr%26utm_content=3Dwbn_250515_sec_champs_program/1/0= 1000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/78iQvn5pzFELCy1= SaGBsNZnPedqD42WJueM5OV5vhLg=3D404">
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<strong>Register for Snyk's Securit=
y Champions Webinar | May 15 (Sponsor)</strong>
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Security Champions programs are a prove=
n way to scale AppSec across dev teams. Join Snyk's live webinar on May 15 =
@ 11AM ET and earn bonus CPE credits. <a href=3D"
https://tracking.tldrnewsl= etter.com/CL0/https:%2F%2Fgo.snyk.io%2Fisc2-sec-champions-program-0515.html= %3Futm_campaign=3Ddm_pp_tldr_250508_wbn_250515_sec_champs_program%26utm_med= ium=3Dem-pa%26utm_source=3Dtldr%26utm_content=3Dwbn_250515_sec_champs_progr= am/2/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/y0ck0kQYW= Gts6oqeUlSPNqVBdtWJewgTlxrsaM4TREw=3D404" rel=3D"noopener noreferrer nofoll= ow" target=3D"_blank"><span>Save your spot now!</span></a>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2Fastral-sh%2Fty%3Futm_source=3Dtldrnewslett= er/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/WDS34kNvt= pfPbf6rIfptG86tnoJ1Aak4mlWz7Xxolmk=3D404">
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<strong>ty (GitHub Repo)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
ty is an extremely fast Python type che= cker and language server.
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</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2025%2F05%2F07%2Fnew-court-filing-show= s-that-meta-execs-agreed-that-facebook-was-losing-to-tiktok%2F%3Futm_source= =3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-0= 00000/MBK0LsGIsfaiLuWJJ_EoBgtRLg8VXC3vL_V20SQEuuY=3D404">
<span>
<strong>New court filing shows that=
Meta execs agreed that Facebook was losing to TikTok (3 minute read)</stro=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The US government is attempting to prov=
e that Meta violated competition laws, but new evidence shows that Meta had=
identified TikTok as a major competitor several years ago.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fmodal.com%2Fblog%2Fgpu-utilization-guide%3Futm_source= =3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-0= 00000/MXiomH3oX8YYPbq8cR6IuA_LVOBLQ7NZI_rUFfZRMUE=3D404">
<span>
<strong>'I paid for the whole GPU, =
I am going to use the whole GPU': A high-level guide to GPU utilization (20=
minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
This article discusses GPU utilization = with a focus on neural network inference workloads.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.theverge.com%2Fnews%2F662408%2Fnetflix-tiktok-feed-= vertical-video-mobile-app%3Futm_source=3Dtldrnewsletter/1/01000196af7da309-= 4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/vGCxYuVjbu9DGPBEkeJEsefy_8Remff= z8-vs6BebXE8=3D404">
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<strong>Netflix will try a TikTok-l= ike feed on its mobile app (1 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Users will be able to watch shows or mo= vies right away, add them to their list of saved things to watch, and share=
clips with friends.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.stefanjudis.com%2Fblog%2Fstringly-typed%2F%3Futm_so= urce=3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86c= f8-000000/xbQ-rKPU97DceMzkPh3mqj-gsIJPI0NFkCWJE5S3Teo=3D404">
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<strong>Stringly Typed (2 minute re= ad)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Applications are 'stringly typed' when = type information is available, but systems or functions are called based on=
strings or stringified data.
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</span>
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https://tracking.tldrnewsletter.= com/CL0/https:%2F%2F9to5mac.com%2F2025%2F05%2F07%2Fapple-pushes-to-halt-app= -store-overhaul-as-epic-games-appeal-moves-forward%2F%3Futm_source=3Dtldrne= wsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/WfQ= FeBc0fMWt8igFIrdQGn7b_kBL81rKS9v8ruYbo5s=3D404">
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<strong>Apple pushes to halt App St= ore overhaul as Epic Games appeal moves forward (2 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple has requested a stay on a court i= njunction that requires the company to allow developers to link to alternat= ive payment methods in their apps.
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