Forum: Kingdom's End BBS

Uber x Travis Kalanick 🚗, YouTube AI 📺, writing to RAM 👨‍💻

From TLDR@VERT to All on Fri Jun 27 10:45:37 2025

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Uber is in talks with Travis Kalanick to help fund his acquisition of
the=
US subsidiary of Chinese autonomous vehicle company
Pony.ai=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 [Warp] [4]

TLDR 2025-06-27

=E2=9A=
=A1WARP'S AI CODING AGENT LEAPS AHEAD OF CLAUDE CODE TO HIT #1 ON
TERMINA=
L-BENCH (SPONSOR) [4]=20

Warp just launched the first=C2=A0Agentic Deve=
lopment Environment [4],
built for devs who want to move faster.

It'=
s the top overall coding agent, jumping ahead of Claude Code by 20%
to be=
come the=C2=A0#1 agent on Terminal-Bench and scoring 71% on SWE-bench
Ver=
ified [5].

=E2=9C=85=C2=A0Long-running commands: something no other to=
ol can support

=E2=9C=85=C2=A0Agent multi-threading: run multiple agen=
ts in parallel =E2=80=93 all
under your control

=E2=9C=85=C2=A0Acros=
s the development lifecycle: setup =E2=86=92 coding =E2=86=92 deployment
=

=E2=80=9CAbsolutely amazing. Transformed my workflow.=E2=80=9D =E2=80=
=94 Yash Patil,
Technical Staff at OpenAI

Try Warp's state-of-the-ar=
t coding agent for yourself =E2=86=92 [4]

=F0=9F=93=B1=20

BIG TECH =
& STARTUPS

UBER IN TALKS WITH ITS FOUNDER, TRAVIS KALANICK, TO FUND S=
ELF-DRIVING
CAR DEAL (5 MINUTE READ) [6]=20

Uber is in talks with Tra=
vis Kalanick, the company's co-founder, to
help fund his acquisition of t=
he US subsidiary of Chinese autonomous
vehicle company Pony.ai. Kalanick =
was forced out of Uber in a
boardroom coup eight years ago - after, he fo=
unded CloudKitchens,
where he will remain if the deal goes through. Pony.=
ai has permits to
operate robot taxis and trucks in the US and China. Kal=
anick will run
Pony.ai if the deal is completed.=20

GOOGLE BEGINS ROL=
LING OUT AI SEARCH ON YOUTUBE (3 MINUTE READ) [7]=20

Google has been tr=
ansforming its web search into a zero-click
experience with AI, and now, =
the same focus is coming to YouTube.
Select searches on YouTube will now =
return a collection of relevant
videos with AI-generated summaries. Each =
summary will extract the
information most related to users' search querie=
s, so they may not
even have to watch the videos. The AI results carousel=
is currently
being tested with YouTube Premium subscribers and is entire=
ly opt-in.=20

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

SCIENCE & FUTURISTIC TECHNOLOGY

T=
HE FAILURES AND FUTURES OF CANCER VACCINES (10 MINUTE READ) [8]=20

The =
cancer vaccine field has yet to become a systematic science
despite decad=
es of work. This article speculates on why the field has
failed and the n=
ext-gen approaches worth looking out for. One of the
core problems in can=
cer vaccine development lies in the nature of
neoantigens, which are ofte=
n overwhelmingly similar to normal cellular
proteins. The field has had s=
ome tentative early successes in
pancreatic cancer, kidney cancer, and a =
range of solid tumors. There
is potential for a startup to outcompete inc=
umbents by exploring novel
target areas outside of the field's almost sin=
gular focus on single
nucleotide variants.=20

THE FIRST NON-OPIOID PA=
INKILLER (11 MINUTE READ) [9]=20

The FDA approved Vertex Pharmaceutical=
s' Journavx (suzetrigine), the
first non-opioid pain reliever suitable fo=
r treating post-surgery
pain, in January. Clinical trials found that pati=
ents didn't show any
of the problematic side effects associated with opio=
ids. Unlike
opioids, Journavx doesn't meaningfully interact with the brai=
n - it
instead targets a specific sodium ion channel found almost exclusi=
vely
on peripheral nociceptors (pain-sensing neurons), blocking them from=

sending pain signals to the brain. The drug is a product of 27 years
o=
f research and billions of dollars.=20

=F0=9F=92=BB=20

PROGRAMMING, D=
ESIGN & DATA SCIENCE

DELVE GENERATED $1M IN PIPELINE FROM TLDR NEWSLE=
TTER ADS (SPONSOR)
[10]=20

Delve ran 4 ads across 2 TLDR newsletters =
and brought in 66 leads,
with a meaningful chunk from enterprise. The res=
ult: $1M in attributed
pipeline and a 52x ROI.

This case study break=
s down their strategy, results, and example ads.

Read the Delve case s=
tudy. [10]

MAGNITUDE (GITHUB REPO) [11]=20

Magnitude is an AI bro=
wser automation framework that uses vision AI
to enable users to control =
their browsers with natural language. It
can navigate and interact with a=
ny interface and extract useful
structured data. Magnitude has a built-in=
test runner with powerful
visual assertions for verification. The framew=
ork can be used to
automate tasks on the web, integrate between apps with=
out APIs,
extract data, test web apps, or as a building block for browser=

agents.=20

SAVE YOUR DISK, WRITE FILES DIRECTLY INTO RAM WITH /DEV/S=
HM (2 MINUTE
READ) [12]=20

/dev/shm is a world-accessible RAM scratch=
pad available in virtually
every Unix (Linux system already has it mounte=
d as a tmpfs by
default). Files in the folder perform much better as they=
are running
in RAM. The folder is cleared on reboot.=20

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

MISCELLANEOUS

SCALE AI'S SPAM, SECURITY WOES PLAGUED THE CO=
MPANY WHILE SERVING
GOOGLE (9 MINUTE READ) [13]=20

Scale AI's long re=
lationship with Google was fraught with lapses in
security protocols for =
at least 11 months between March 2023 and April
2024. Scale AI's efforts =
to train Google AI programs were meant to be
exclusively staffed by exper=
ts in various specialties, but the program
instead became flooded by spam=
mers who abused the system by submitting
transparently shoddy work that m=
anaged to evade detection. The
spammers were often paid because it was to=
o difficult to detect them
due to their sheer numbers.=20

I FOUGHT IN=
UKRAINE AND HERE'S WHY FPV DRONES KIND OF SUCK (18 MINUTE
READ) [14]=20
=

FPV drones are unmanned aerial vehicles commonly used in the Ukraine
=
war to deliver and detonate explosive charges of up to 1.5 kilograms.
Whi=
le they are touted as a cheap and accessible solution for precision
strik=
es, their actual success rate, when including pre-aborted
missions, is be=
tween 20 to 30 percent. These drones are rarely
successful because they a=
re often more expensive than other options,
hard to use, susceptible to e=
lectronic interference, and most don't
have night-vision capabilities, wh=
ich is important for a battlefield
that's in the dark for 14 hours a day.=
=20

=E2=9A=A1=20

QUICK LINKS

CODACY GUARDRAILS: REAL-TIME SECUR=
ITY AND QUALITY CHECKS FOR
AI-GENERATED CODE (SPONSOR) [15]=20

Make A=
I-generated code meet your standards. Codacy Guardrails
silently scans an=
d auto-fixes issues that AI agents generate in your
IDE, _before_ code is=
printed. Get the free IDE plugin [15]=20

AI DISRUPTOR DEEPSEEK'S NEXT-=
GEN MODEL DELAYED BY NVIDIA GPU EXPORT
RESTRICTIONS TO CHINA (2 MINUTE RE=
AD) [16]=20

DeepSeek's AI software is reportedly optimized for Nvidia's=
hardware,
which makes the company particularly vulnerable to US policy=

decisions.=20

LEARNINGS FROM BUILDING AI AGENTS (6 MINUTE READ) [17]=
=20

This post looks at how the team at cubic reduced false positives in=

their AI code review agent by 51% without sacrificing recall.=20

AI =
IS DOING UP TO 50% OF THE WORK AT SALESFORCE, CEO MARC BENIOFF
SAYS (2 MI=
NUTE READ) [18]=20

Salesforce is accelerating its use of artificial int=
elligence in
automating workload - the technology currently accounts for =
about 30%
to 50% of the company's work.=20

WINDOWS IS GETTING RID OF =
THE BLUE SCREEN OF DEATH AFTER 40 YEARS (2
MINUTE READ) [19]=20

Micro=
soft plans to overhaul its BSOD error message in Windows 11 in
favor of a=
simplified black screen known as the Black Screen of Death.

FRENC=
H SCIENTISTS DISCOVER NEW BLOOD TYPE IN GUADELOUPE WOMAN (2
MINUTE READ) =
[20]=20

The new blood type, dubbed 'Gwada negative', is the 48th blood =
group
system officially recognized by the International Society of Blood=

Transfusion.=20

TIKTOK AND META WANT A PIECE OF YOUTUBE'S TV SUCCESS=
(4 MINUTE READ)
[21]=20

ByteDance and Meta are planning to introduce=
TV apps of their own to
chase YouTube's success.=20

Love TLDR? Tell y=
our friends and get rewards!

Share your referral link below with frie=
nds to get free TLDR swag!=20

https://refer.tldr.tech/1fd848fa/ [22] =

=09=09 Track your referrals here. [23]=20

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R? =F0=9F=93=B0

If your company is interested in reaching an audience=
of tech
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TISE
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Want to work at TLDR? =F0=9F=92=BC

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ERE [25] or send a friend's resume to jobs@tldr.tech and get
$1k if we hi=
re them!=20

If you have any comments or feedback, just respond to this =
email!=20

Thanks for reading,=20
Dan Ni [26] & Stephen Flanders [27]=20
=

Manage your subscriptions [28] to our other newsletters on tech,
star=
tups, and programming. Or if TLDR isn't for you, please
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Uber is in=
talks with Travis Kalanick to help fund his acquisition of the US subsidia=
ry of Chinese autonomous vehicle company Pony.ai =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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<h1><strong>TLDR <span id=3D"date">2025-06-27</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;">
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.warp.dev%2F%3Futm_source=3Dpublications%26utm_mediu= m=3Dnewsletter%26utm_campaign=3D6_27_2025_primary%26utm_content=3Dtldr/2/01= 000197b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/Phk_2UaBZ7QUwema= 1oVJVSUlFwGsszbClcYF1M1v1PY=3D411">
<span>
<strong>=E2=9A=A1Warp's AI coding a= gent leaps ahead of Claude Code to hit #1 on Terminal-Bench (Sponsor)</stro=

</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Warp just launched the first <a hr= ef=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.warp.dev%2F%3= Futm_source=3Dpublications%26utm_medium=3Dnewsletter%26utm_campaign=3D6_27_= 2025_primary%26utm_content=3Dtldr/3/01000197b0fe2da5-e9b6c591-d9b7-48fa-bc4= 6-7e4471cb431d-000000/FO5pHFBR_GNWf1roHLKGZrjP5Yx73MpMKdPNh3NeH_I=3D411" re= l=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Agentic Developm= ent Environment</span></a>, built for devs who want to move faster.

<p></p>

<p>It's the top overall coding agent, jumping ahead of Claude Code by 20% t=
o become the <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:= %2F%2Fwww.warp.dev%2Fblog%2Fterminal-bench%3Futm_source=3Dpublications%26ut= m_medium=3Dnewsletter%26utm_campaign=3D6_27_2025_primary%26utm_content=3Dtl= dr/1/01000197b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/F8mpeBCFK= U3uDuIa_kK9BwVXxeEFGjJNU8wS-ULePxQ=3D411" rel=3D"noopener noreferrer nofoll= ow" target=3D"_blank"><span>#1 agent on Terminal-Bench and scoring 71% on S= WE-bench Verified</span></a>.</p>

<p><strong>=E2=9C=85</strong> Long-running commands: something no othe=
r tool can support</p>

<p><strong>=E2=9C=85</strong> Agent multi-threading: run multiple agen=
ts in parallel =E2=80=93 all under your control</p>

<p><strong>=E2=9C=85</strong> Across the development lifecycle: setup = =E2=86=92 coding =E2=86=92 deployment</p>

<p>=E2=80=9CAbsolutely amazing. Transformed my workflow.=E2=80=9D =E2=80=94=
Yash Patil, Technical Staff at OpenAI</p>

<p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.warp.= dev%2F%3Futm_source=3Dpublications%26utm_medium=3Dnewsletter%26utm_campaign= =3D6_27_2025_primary%26utm_content=3Dtldr/4/01000197b0fe2da5-e9b6c591-d9b7-= 48fa-bc46-7e4471cb431d-000000/ztGitS_zpy3wrJw5Zp2GDe234Sg04mNScT7o9aso9Lk= =3D411" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Try Wa= rp's state-of-the-art coding agent for yourself =E2=86=92</span></a>

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<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%2FIUOySA/1/01000197b0fe2da5-e9= b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/Q9hxLb2VD99sMdbIp18G4Un1IE9aOWhHq= h2yPfk2Vgw=3D411">
<span>
<strong>Uber in Talks With Its Foun= der, Travis Kalanick, to Fund Self-Driving Car Deal (5 minute read)</strong=

</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Uber is in talks with Travis Kalanick, = the company's co-founder, to help fund his acquisition of the US subsidiary=
of Chinese autonomous vehicle company Pony.ai. Kalanick was forced out of = Uber in a boardroom coup eight years ago - after, he founded CloudKitchens,=
where he will remain if the deal goes through. Pony.ai has permits to oper= ate robot taxis and trucks in the US and China. Kalanick will run Pony.ai i=
f the deal is completed.
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fgadgets%2F2025%2F06%2Fgoogle-begins-r= olling-out-ai-search-in-youtube%2F%3Futm_source=3Dtldrnewsletter/1/01000197= b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/BYXHbAekKvsyey2xn_THzy= C8ndGy6k8lcVsaJSivpS0=3D411">
<span>
<strong>Google begins rolling out A=
I search on YouTube (3 minute read)</strong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google has been transforming its web se= arch into a zero-click experience with AI, and now, the same focus is comin=
g to YouTube. Select searches on YouTube will now return a collection of re= levant videos with AI-generated summaries. Each summary will extract the in= formation most related to users' search queries, so they may not even have =
to watch the videos. The AI results carousel is currently being tested with=
YouTube Premium subscribers and is entirely opt-in.
</span>
</span>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
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<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.mackenziemorehead.com%2Fthe-failures-and-futures-of= -cancer-vaccines%2F%3Futm_source=3Dtldrnewsletter/1/01000197b0fe2da5-e9b6c5= 91-d9b7-48fa-bc46-7e4471cb431d-000000/_hCy0WYVpMHjzRTghqbJIiePOIlATbpYsUWLo= HrHgoY=3D411">
<span>
<strong>The Failures and Futures of=
Cancer Vaccines (10 minute read)</strong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The cancer vaccine field has yet to bec= ome a systematic science despite decades of work. This article speculates o=
n why the field has failed and the next-gen approaches worth looking out fo=
r. One of the core problems in cancer vaccine development lies in the natur=
e of neoantigens, which are often overwhelmingly similar to normal cellular=
proteins. The field has had some tentative early successes in pancreatic c= ancer, kidney cancer, and a range of solid tumors. There is potential for a=
startup to outcompete incumbents by exploring novel target areas outside o=
f the field's almost singular focus on single nucleotide variants.
</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.worksinprogress.news%2Fp%2Fthe-first-non-opioid-pai= nkiller%3Futm_source=3Dtldrnewsletter/1/01000197b0fe2da5-e9b6c591-d9b7-48fa= -bc46-7e4471cb431d-000000/NGAFVX4oAIlUI5pp5q45LqfyOqBrb3odsDmShdxmGAQ=3D411=

<span>
<strong>The first non-opioid painki= ller (11 minute read)</strong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The FDA approved Vertex Pharmaceuticals=
' Journavx (suzetrigine), the first non-opioid pain reliever suitable for t= reating post-surgery pain, in January. Clinical trials found that patients = didn't show any of the problematic side effects associated with opioids. Un= like opioids, Journavx doesn't meaningfully interact with the brain - it in= stead targets a specific sodium ion channel found almost exclusively on per= ipheral nociceptors (pain-sensing neurons), blocking them from sending pain=
signals to the brain. The drug is a product of 27 years of research and bi= llions of dollars.
</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= =92=BB</span></div></div>
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<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%2Fadvertise.tldr.tech%2Fcase-studies%2Fdelve-drives-1m-in= -attributed-pipeline-52x-roi-through-tldr-ads%2F%3Futm_source=3Dtldr%26utm_= medium=3Dnewsletter%26utm_campaign=3Dsecondary06272025/1/01000197b0fe2da5-e= 9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/wKtVrPqh2b17215E6UJFJo9EZAdll_bG= pKid64f27i8=3D411">
<span>
<strong>Delve generated $1M in pipe= line from TLDR newsletter ads (Sponsor)</strong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Delve ran 4 ads across 2 TLDR newslette=
rs and brought in 66 leads, with a meaningful chunk from enterprise. The re= sult: $1M in attributed pipeline and a 52x ROI.<p></p><p>This case study br= eaks down their strategy, results, and example ads.</p><p><a href=3D"https:= //tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2Fcase-st= udies%2Fdelve-drives-1m-in-attributed-pipeline-52x-roi-through-tldr-ads%2F%= 3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dsecondary062= 72025/2/01000197b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/1IBeRg= eKc1YI-RPuAweFB1qiHPt2FPvIV-ywNCBl7QA=3D411" rel=3D"noopener noreferrer nof= ollow" target=3D"_blank"><span>Read the Delve case study.</span></a>

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<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2Fmagnitudedev%2Fmagnitude%3Futm_source=3Dtl= drnewsletter/1/01000197b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000= /NvdCCpyhYTWXRf6i8nr9aOPyGBEgJAGbrfgRS8MHEgY=3D411">
<span>
<strong>Magnitude (GitHub Repo)</st= rong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Magnitude is an AI browser automation f= ramework that uses vision AI to enable users to control their browsers with=
natural language. It can navigate and interact with any interface and extr= act useful structured data. Magnitude has a built-in test runner with power= ful visual assertions for verification. The framework can be used to automa=
te tasks on the web, integrate between apps without APIs, extract data, tes=
t web apps, or as a building block for browser agents.
</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%2Fhiandrewquinn.github.io%2Ftil-site%2Fposts%2Fsave-your-= disk-write-files-directly-into-ram-with-dev-shm%2F%3Futm_source=3Dtldrnewsl= etter/1/01000197b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/WWlLYg= jf17PDKe-da7_8i-QT4JmDETDbiIoiSLAcMhA=3D411">
<span>
<strong>Save your disk, write files=
directly into RAM with /dev/shm (2 minute read)</strong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
/dev/shm is a world-accessible RAM scra= tchpad available in virtually every Unix (Linux system already has it mount=
ed as a tmpfs by default). Files in the folder perform much better as they = are running in RAM. The folder is cleared on reboot.
</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= =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>

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<strong>Scale AI's Spam, Security W= oes Plagued the Company While Serving Google (9 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Scale AI's long relationship with Googl=
e was fraught with lapses in security protocols for at least 11 months betw= een March 2023 and April 2024. Scale AI's efforts to train Google AI progra=
ms were meant to be exclusively staffed by experts in various specialties, = but the program instead became flooded by spammers who abused the system by=
submitting transparently shoddy work that managed to evade detection. The = spammers were often paid because it was too difficult to detect them due to=
their sheer numbers.
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwarontherocks.com%2F2025%2F06%2Fi-fought-in-ukraine-and= -heres-why-fpv-drones-kind-of-suck%2F%3Futm_source=3Dtldrnewsletter/1/01000= 197b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/WycM_w5sPSTqNxsoY5V= zoweV_FWULaS6rA_K2gS5P8g=3D411">
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<strong>I Fought in Ukraine and Her= e's Why FPV Drones Kind of Suck (18 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
FPV drones are unmanned aerial vehicles=
commonly used in the Ukraine war to deliver and detonate explosive charges=
of up to 1.5 kilograms. While they are touted as a cheap and accessible so= lution for precision strikes, their actual success rate, when including pre= -aborted missions, is between 20 to 30 percent. These drones are rarely suc= cessful because they are often more expensive than other options, hard to u= se, susceptible to electronic interference, and most don't have night-visio=
n capabilities, which is important for a battlefield that's in the dark for=
14 hours a day.
</span>
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<h1><strong>Quick Links</strong></h1>
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<span>
<strong>Codacy Guardrails: Real-tim=
e security and quality checks for AI-generated code (Sponsor)</strong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Make AI-generated code meet your standa= rds. Codacy Guardrails silently scans and auto-fixes issues that AI agents = generate in your IDE, <em>before</em> code is printed. <a href=3D"https://t= racking.tldrnewsletter.com/CL0/https:%2F%2Fwww.codacy.com%2Fguardrails%3Fut= m_source=3Dnewsletter%26utm_medium=3Dtldr%26utm_campaign=3Ddevops/2/0100019= 7b0fe2da5-e9b6c591-d9b7-48fa-bc46-7e4471cb431d-000000/POasC_IMFWMyWwN3IlnR7= k5Bx1g4bfO-aKantknpSQA=3D411" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>Get the free IDE plugin</span></a>
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<strong>AI disruptor DeepSeek's nex= t-gen model delayed by Nvidia GPU export restrictions to China (2 minute re= ad)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
DeepSeek's AI software is reportedly op= timized for Nvidia's hardware, which makes the company particularly vulnera= ble to US policy decisions.
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<strong>Learnings from building AI = agents (6 minute read)</strong>
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This post looks at how the team at cubi=
c reduced false positives in their AI code review agent by 51% without sacr= ificing recall.
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e work at Salesforce, CEO Marc Benioff says (2 minute read)</strong>
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Salesforce is accelerating its use of a= rtificial intelligence in automating workload - the technology currently ac= counts for about 30% to 50% of the company's work.
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<strong>Windows is getting rid of t=
he Blue Screen of Death after 40 years (2 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Microsoft plans to overhaul its BSOD er= ror message in Windows 11 in favor of a simplified black screen known as th=
e Black Screen of Death.
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<strong>French scientists discover = new blood type in Guadeloupe woman (2 minute read)</strong>
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The new blood type, dubbed 'Gwada negat= ive', is the 48th blood group system officially recognized by the Internati= onal Society of Blood Transfusion.
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<strong>TikTok and Meta want a piec=
e of YouTube's TV success (4 minute read)</strong>
</span>

<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
ByteDance and Meta are planning to intr= oduce TV apps of their own to chase YouTube's success.
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