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TikTok's US operations will soon be housed in a new joint venture
named T=
ikTok USDS Joint Venture LLC. The company has signed agreements
with
Or=
acle=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 [Semrush] [4]

TLDR 2025-12-19
=

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BIG TECH & STARTUPS

T=
IKTOK SIGNS AGREEMENT TO CREATE NEW US JOINT VENTURE, MEMO SAYS (3
MINUTE=
READ) [5]=20

TikTok's US operations will soon be housed in a new joint=
venture
named TikTok USDS Joint Venture LLC. The company has signed agre=
ements
with Oracle, Silver Lake, and Abu Dhabi-based MGX. The deal's clos=
ing
date is on January 22. Oracle will serve as the 'trusted security
p=
artner' in charge of auditing and validating that TikTok complies
with ag=
reed-upon national security terms.=20

WARNER DEMANDS LARRY ELLISON'S PE=
RSONAL GUARANTEE IN PARAMOUNT BID (6
MINUTE READ) [6]=20

Warner has u=
rged shareholders to reject Paramount's hostile takeover
bid due to conce=
rns about the financing. Paramount is using an Ellison
family trust to ba=
ckstop the deal - Warner wants Larry Ellison to give
a stronger personal =
guarantee that he is fully committed to the bid.
Paramount isn't likely t=
o raise its bid. Instead, it is engaging with
shareholders and gathering =
feedback on its tender about what it needs
to do.=20

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

SCIENCE & FUTURISTIC TECHNOLOGY

THE INSIDE STORY OF SPACEX'S HISTO=
RIC ROCKET LANDING THAT CHANGED
LAUNCH FOREVER (60 MINUTE READ) [7]=20
=

SpaceX launched the Orbcomm-2 mission on an upgraded version of its
F=
alcon 9 rocket on December 21, 2015. That night, the company landed
the f=
irst stage for the first time. This article tells the inside
story of the=
landing, starting with the disintegration of a Falcon 9
rocket in June 2=
015, the first time a Falcon 9 had been lost in
flight.=20

TRUMP COMM=
ITS TO MOON LANDING BY 2028, FOLLOWED BY A LUNAR OUTPOST
TWO YEARS LATER =
(5 MINUTE READ) [8]=20

President Donald Trump signed an executive order=
outlining NASA's
policy objectives for the next three years a couple of =
hours after a
judge formally swore Jared Isaacman as the agency's adminis=
trator. The
executive order states that the country must pursue a space p=
olicy
that will extend the reach of human discovery, secure the nation's=

vital economic and security interests, unleash commercial development,=

and lay the foundation for a new space age. There are no concrete
plan=
s to send humans to Mars in the document. There's also a lack of
referenc=
e to space science. An overview of the contents of the
executive order is=
available in the article.=20

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ale
adoption beyond pilots.

Get access to the course here. [9]

=
INTRODUCING GPT-5.2-CODEX (9 MINUTE READ) [10]=20

GPT=E2=80=915.2-Code=
x is a version of GPT=E2=80=915.2 optimized for agentic
coding. It featur=
es improvements in long-horizon work through context
compaction, stronger=
performance on large code changes, improved
performance in Windows envir=
onments, and significantly stronger
cybersecurity capabilities. The model=
is now available in all Codex
surfaces for paid ChatGPT users. OpenAI is=
working towards safely
enabling the model for API users in the coming we=
eks.=20

CLOUDFLARE'S LATEST OUTAGE PROVES DANGERS OF GLOBAL CONFIGURATI=
ON
CHANGES (8 MINUTE READ) [11]=20

Cloudflare's most recent outage wa=
s caused by a seemingly innocent
but global configuration change. The inc=
ident shows why the largest
systems in the world will have to implement s=
afer ways to roll out
configs. Implementing gradual rollouts for all conf=
iguration files is
a lot of work, so it doesn't make sense unless the sta=
bility of
systems is more important than fast iteration. Smaller companie=
s and
products probably won't need to implement staged configuration
ro=
llouts because the infrastructure work slows down product
development. =


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

MISCELLANEOUS

LET A THOUSAND SOCIETIES BLOOM=
(50 MINUTE READ) [12]=20

One of the recurring ideological themes of th=
e last few decades has
been the idea of creating entirely new communities=
, cultures, cities,
and even countries. In this world of a thousand natio=
ns, people would
be able to choose the communities that best fit their va=
lues. These
ideas inspired Vitalik Buterin to create Zuzalu, an experimen=
tal
pop-up city in Montenegro, in 2023. This post provides an updated
p=
icture of the space, detailing what Buterin has learned since 2023,
and s=
ketches out a world that the movement could be driving towards.=20

LEVE=
LS.FYI WRAPPED (15 MINUTE READ) [13]=20

Levels.fyi started in 2017 to m=
ake compensation information clear and
easy to compare. Millions of profe=
ssionals today rely on its shared
salary data to better understand pay ac=
ross roles, companies, and
levels. This report details how compensation h=
as evolved, the highest
paying companies, high-level compensation trends,=
the top paying
locations, and more.=20

=E2=9A=A1=20

QUICK LINKS
=

DO LONG TECHNICAL POSTS WORK? (5 MINUTE READ) [14]=20

Only around 9=
% of readers end up finishing long posts.=20

YOUR JOB IS TO DELIVER COD=
E YOU HAVE PROVEN TO WORK (5 MINUTE READ)
[15]=20

Good taste in testi=
ng code is one of the skills that differentiates a
senior engineer.=20
=

MY LLM CODING WORKFLOW GOING INTO 2026 (28 MINUTE READ) [16]=20

Thi=
s post provides tips and best practices for planning, coding, and
collabo=
rating with AI.=20

GOOD IF MAKE PRIOR AFTER DATA INSTEAD OF BEFORE (16 =
MINUTE READ) [17]


Refusing to change your prior after you see the =
data often leads to
tragedy.=20

THE MISSING OS (7 MINUTE READ) [18] =


A Datacenter OS could transform an assembly of computers into one
=
computer.=20

WE LET AI RUN OUR OFFICE VENDING MACHINE. IT LOST HUNDREDS=
OF DOLLARS
(11 MINUTE READ) [19]=20

Anthropic designed an AI-powered=
vending machine to see what happens
when an AI agent is given autonomy, =
money, and human colleagues.=20

Love TLDR? Tell your friends and get rew=
ards!

Share your referral link below with friends to get free TLDR sw=
ag!=20

https://refer.tldr.tech/66662a80/ [20]=20

=09=09 Track your r=
eferrals here. [21]=20

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If =
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executives, de=
cision-makers and engineers, you may want to ADVERTISE
WITH US [22].=20
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Want to work at TLDR? =F0=9F=92=BC

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If you have any comments or feedback, just respond to this email=
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[9] https://about.you.com/from-hype-to-value-unlocking-roi-fr= om-genai?utm_campaign=3D29503087-TLDR%20tech%20Q4&utm_source=3Dexternal-new= sletter&utm_medium=3Demail&utm_term=3Dtldrtech_secondary_1219&utm_content= =3Dtldrtech_secondary_1219
[10] https://links.tldrnewsletter.com/AzoRbc=

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[12] https://vitalik.eth.limo/general/20= 25/12/17/societies.html?utm_source=3Dtldrnewsletter
[13] https://www.leve=
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[14] https://lucalp.dev/do-long-= technical-posts-work/?utm_source=3Dtldrnewsletter
[15] https://simonwilli= son.net/2025/Dec/18/code-proven-to-work/#atom-everything?utm_source=3Dtldrn= ewsletter
[16] https://addyo.substack.com/p/my-llm-coding-workflow-going-= into?utm_source=3Dtldrnewsletter
[17] https://dynomight.net/prior/?utm_so=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">TikTok&#03= 9;s US operations will soon be housed in a new joint venture named TikTok U= SDS Joint Venture LLC. The company has signed agreements with Oracle&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;</div>

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<div style=3D"text-align: center;">

<h1><strong>TLDR <span id=3D"date">2025-12-19</span></strong></h1>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
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<strong>If you're selling online, L=
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Like it or not, ChatGPT and Perplexity = are part of your customers' buying journey. Does SEO still matter? Sure. Is=
it the entire picture? No.<p></p><p><a href=3D"https://tracking.tldrnewsle= tter.com/CL0/https:%2F%2Fwww.semrush.com%2Flp%2Fsemrush-one%2F/3/0100019b36= 592d24-ae32de53-d7a3-4e5b-8506-cd55c6a095f1-000000/kr8PHwND9F84NAqJnBKEl3iz= 9f76NW2QepHXJ72mc8Y=3D436" rel=3D"noopener noreferrer nofollow" target=3D"_= blank"><span>Semrush One</span></a> tracks brand mentions across AI search = platforms (ChatGPT, Perplexity, Google AI Mode) alongside traditional SEO. = You get <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.= semrush.com%2Flp%2Fsemrush-one%2F/4/0100019b36592d24-ae32de53-d7a3-4e5b-850= 6-cd55c6a095f1-000000/VZUUqzp4kSAcIMRqJEwheo3H3NNp3FVc5iKfGaFWnbk=3D436" re= l=3D"noopener noreferrer nofollow" target=3D"_blank"><span>one dashboard fo=
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<div style=3D"text-align: center;">

<h1><strong>Big Tech &amp; 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%2Fwww.cnbc.com%2F2025%2F12%2F18%2Ftik-tok-us-sale-china.h= tml%3Futm_source=3Dtldrnewsletter/1/0100019b36592d24-ae32de53-d7a3-4e5b-850= 6-cd55c6a095f1-000000/xFuoj_ZStWDllRkJyeJq0ZMIeAEcIf0EfOzh__81Ngg=3D436">
<span>
<strong>TikTok signs agreement to c= reate new US joint venture, memo says (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
TikTok's US operations will soon be hou= sed in a new joint venture named TikTok USDS Joint Venture LLC. The company=
has signed agreements with Oracle, Silver Lake, and Abu Dhabi-based MGX. T=
he deal's closing date is on January 22. Oracle will serve as the 'trusted = security partner' in charge of auditing and validating that TikTok complies=
with agreed-upon national security terms.
</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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FE1P1x7/1/0100019b36592d24-ae= 32de53-d7a3-4e5b-8506-cd55c6a095f1-000000/0dm8CM1relrRnfu-5SVE1iZ0BibVP8d1c= 1Z34vM9Q1Y=3D436">
<span>
<strong>Warner Demands Larry Elliso= n's Personal Guarantee in Paramount Bid (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Warner has urged shareholders to reject=
Paramount's hostile takeover bid due to concerns about the financing. Para= mount is using an Ellison family trust to backstop the deal - Warner wants = Larry Ellison to give a stronger personal guarantee that he is fully commit= ted to the bid. Paramount isn't likely to raise its bid. Instead, it is eng= aging with shareholders and gathering feedback on its tender about what it = needs to do.
</span>
</span>
</div>
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<h1><strong>Science &amp; 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%2Farstechnica.com%2Fspace%2F2025%2F12%2Ften-years-ago-spa= cex-turned-tragedy-into-triumph-with-a-historic-rocket-landing%2F%3Futm_sou= rce=3Dtldrnewsletter/1/0100019b36592d24-ae32de53-d7a3-4e5b-8506-cd55c6a095f= 1-000000/w2kHB3-v5-WQi41vt8CVBrPQSvmT57W75OSeKkio4RY=3D436">
<span>
<strong>The inside story of SpaceX'=
s historic rocket landing that changed launch forever (60 minute read)</str=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
SpaceX launched the Orbcomm-2 mission o=
n an upgraded version of its Falcon 9 rocket on December 21, 2015. That nig= ht, the company landed the first stage for the first time. This article tel=
ls the inside story of the landing, starting with the disintegration of a F= alcon 9 rocket in June 2015, the first time a Falcon 9 had been lost in fli= ght.
</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%2Farstechnica.com%2Fspace%2F2025%2F12%2Ftrump-commits-to-= moon-landing-by-2028-followed-by-a-lunar-outpost-two-years-later%2F%3Futm_s= ource=3Dtldrnewsletter/1/0100019b36592d24-ae32de53-d7a3-4e5b-8506-cd55c6a09= 5f1-000000/oI7bShsuMRRz8RwVYgkdpvfJ3JVliPIRQFmOPdieHlU=3D436">
<span>
<strong>Trump commits to Moon landi=
ng by 2028, followed by a lunar outpost two years later (5 minute read)</st= rong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
President Donald Trump signed an execut= ive order outlining NASA's policy objectives for the next three years a cou= ple of hours after a judge formally swore Jared Isaacman as the agency's ad= ministrator. The executive order states that the country must pursue a spac=
e policy that will extend the reach of human discovery, secure the nation's=
vital economic and security interests, unleash commercial development, and=
lay the foundation for a new space age. There are no concrete plans to sen=
d humans to Mars in the document. There's also a lack of reference to space=
science. An overview of the contents of the executive order is available i=
n the article.
</span>
</span>
</div>
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<h1><strong>Programming, Design &amp; 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=

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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fabout.you.com%2Ffrom-hype-to-value-unlocking-roi-from-g= enai%3Futm_campaign=3D29503087-TLDR%2520tech%2520Q4%26utm_source=3Dexternal= -newsletter%26utm_medium=3Demail%26utm_term=3Dtldrtech_secondary_1219%26utm= _content=3Dtldrtech_secondary_1219/1/0100019b36592d24-ae32de53-d7a3-4e5b-85= 06-cd55c6a095f1-000000/cShlHcRJiEvh9cJd-TpFzZEFV8u2qQqs64_tV1nkL2g=3D436">
<span>
<strong>Go From Hype to Value. Unlo=
ck GenAI ROI With This Exclusive Course (Sponsor)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
95% of AI pilots fail, yet executives a=
re under pressure to move quickly. <a href=3D"https://tracking.tldrnewslett= er.com/CL0/https:%2F%2Fabout.you.com%2Ffrom-hype-to-value-unlocking-roi-fro= m-genai%3Futm_campaign=3D29503087-TLDR%2520tech%2520Q4%26utm_source=3Dexter= nal-newsletter%26utm_medium=3Demail%26utm_term=3Dtldrtech_secondary_1219%26= utm_content=3Dtldrtech_secondary_1219/2/0100019b36592d24-ae32de53-d7a3-4e5b= -8506-cd55c6a095f1-000000/L0joyXCnQq8tsSicNu05_fER_HbgXi0ExuNcaR5hKcI=3D436=
" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>This exclusi=
ve course</span></a> from <a href=3D"https://tracking.tldrnewsletter.com/CL= 0/https:%2F%2Fabout.you.com%2Ffrom-hype-to-value-unlocking-roi-from-genai%3= Futm_campaign=3D29503087-TLDR%2520tech%2520Q4%26utm_source=3Dexternal-newsl= etter%26utm_medium=3Demail%26utm_term=3Dtldrtech_secondary_1219%26utm_conte= nt=3Dtldrtech_secondary_1219/3/0100019b36592d24-ae32de53-d7a3-4e5b-8506-cd5= 5c6a095f1-000000/iX8iYH18LjQD1O3zLKuwxWtZsc13seBovO1TVTieth0=3D436" rel=3D"= noopener noreferrer nofollow" target=3D"_blank"><span>You.com</span></a>, f= eaturing Field CTO Adam Oliner, provides a roadmap to transform your organi= zation into a super-intelligent workforce. You'll learn how to identify whe=
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<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fabout.you= .com%2Ffrom-hype-to-value-unlocking-roi-from-genai%3Futm_campaign=3D2950308= 7-TLDR%2520tech%2520Q4%26utm_source=3Dexternal-newsletter%26utm_medium=3Dem= ail%26utm_term=3Dtldrtech_secondary_1219%26utm_content=3Dtldrtech_secondary= _1219/4/0100019b36592d24-ae32de53-d7a3-4e5b-8506-cd55c6a095f1-000000/CVGGK0= FpnRfDJZvedyUZsTcLmqEKxnIITaQwfP1yVbU=3D436" rel=3D"noopener noreferrer nof= ollow" target=3D"_blank"><span>Get access to the course here.</span></a>



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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FAzoRbc/1/0100019b36592d24-ae= 32de53-d7a3-4e5b-8506-cd55c6a095f1-000000/OcQJzrjnVGvlLMCqFtZH3P-6WObwa4dxJ= Pigv9gXogA=3D436">
<span>
<strong>Introducing GPT-5.2-Codex (=
9 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
GPT=E2=80=915.2-Codex is a version of G= PT=E2=80=915.2 optimized for agentic coding. It features improvements in lo= ng-horizon work through context compaction, stronger performance on large c= ode changes, improved performance in Windows environments, and significantl=
y stronger cybersecurity capabilities. The model is now available in all Co= dex surfaces for paid ChatGPT users. OpenAI is working towards safely enabl= ing the model for API users in the coming weeks.
</span>
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</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=

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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fblog.pragmaticengineer.com%2Fthe-pulse-cloudflares-late= st-outage%2F%3Futm_source=3Dtldrnewsletter/1/0100019b36592d24-ae32de53-d7a3= -4e5b-8506-cd55c6a095f1-000000/rPd--0nz8swNhSYCegkaQ6xYyE7uDhsETmUjQ8eWuws= =3D436">
<span>
<strong>Cloudflare's latest outage = proves dangers of global configuration changes (8 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Cloudflare's most recent outage was cau= sed by a seemingly innocent but global configuration change. The incident s= hows why the largest systems in the world will have to implement safer ways=
to roll out configs. Implementing gradual rollouts for all configuration f= iles is a lot of work, so it doesn't make sense unless the stability of sys= tems is more important than fast iteration. Smaller companies and products = probably won't need to implement staged configuration rollouts because the = infrastructure work slows down product development.
</span>
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