--Cq5FwTFu
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Alphabet has announced an ambitious capital spending plan that far
surpas=
ses predictions. The company will spend as much as $185 billion
this
ye=
ar=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 [Wispr] [4]
TLDR 2026-02-05
=
YOU TALK FASTER THAN YOU TYPE =E2=80=94 LET WISPR FLOW TURN YOUR WORDS INT=
O
FLAWLESS TEXT (SPONSOR) [4]=20
"People go from skeptical to instant=
ly obsessed with Wispr [4].=E2=80=9D
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LinkedIn and partner at Greylock.=C2=A0
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er dictation tools. It produces clean,
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=09* 4=C3=97 QUICKER THAN TYPING. Dictate emails, docs, and DMs in r=
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time and save precious hours every week.
=09* 89% OF MESSAGES SENT=
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fixes grammar, and formats pe=
rfectly as you speak.
=09* WORKS INSIDE EVERY APP WITH NO SETUP. Fly thr=
ough Slack threads,
give more context to ChatGPT, or brain dump into Noti=
on. Even works in
your IDE.
Try Wispr Flow Free =E2=86=92 [4]
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=F0=9F=93=B1=20
BIG TECH & STARTUPS
ALPHABET PLANS RECORD SPENDING=
IN RACE TO WIN AI CUSTOMERS (5 MINUTE
READ) [5]=20
Alphabet has anno=
unced an ambitious capital spending plan that far
surpasses predictions. =
The company will spend as much as $185 billion
this year on capital expen=
ditures. CEO Sundar Pichai has reassured
investors that the costs are nec=
essary. Alphabet claims its massive
investments are essential for competi=
ng against rivals.=20
ALEXA+ PLUS CHATGPT? (4 MINUTE READ) [6]=20
A=
mazon may put upwards of $50 billion into OpenAI's next fundraise.
The co=
mpanies are discussing a commercial agreement that could require
OpenAI t=
o dedicate researchers and engineers to develop customized
models for Ama=
zon. Amazon recently opened up Alexa+ to the US market.
Adding OpenAI's t=
echnology could help Amazon combat Apple's upcoming
rollout of Siri power=
ed by Gemini.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
=
NASA FINALLY ACKNOWLEDGES THE ELEPHANT IN THE ROOM WITH THE SLS
ROCKE=
T (5 MINUTE READ) [7]=20
The Space Launch System rocket program is now =
a decade and a half
old. It has so far cost US taxpayers more than $30 bi=
llion. The
program continues to be plagued with issues. NASA's new admini=
strator
has acknowledged the low flight rate issue, saying that it should=
be a
topic of discussion.=20
FIRST-EVER EXPERIMENTAL GENE THERAPY SE=
EKS TO RESTORE VISION BY
REJUVENATING EYE NEURONS (5 MINUTE READ) [8]=20
=
ER-100 is an experimental gene therapy designed to restore vision by
=
reviving damaged neurons in the eye. The approach resets aged retinal
cel=
ls to a healthier state using epigenetic reprogramming. It received
FDA a=
pproval for human trials last week. If successful, ER-100 could
signal a =
broader shift in how age-related diseases are treated.=20
=F0=9F=92=
=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
TLDR IS HIRING A SENIOR =
SOFTWARE ENGINEER, APPLIED AI ($200K-$300K,
FULLY REMOTE) [9]=20
As t=
he first engineer on TLDR's new Applied AI team, you'll build AI
agents a=
nd composable Claude Skills to let non-technical teammates
create their o=
wn AI workflows. Learn more [10].=20
AGENTIC ENGINEERING (7 MINUTE READ=
) [11]=20
Agentic engineering is a professional term that describes wha=
t is
actually happening: the engineer orchestrates AI agents as they act =
as
an architect, reviewer, and decision maker. It is a serious
engineer=
ing discipline that involves autonomous agents. The term
definitely sound=
s better than 'vibe coding' in professional settings.
Agentic engineering=
disproportionately benefits senior engineers who
understand system desig=
n, security patterns, and performance
tradeoffs. They know what good code=
looks like, so they can
efficiently review and correct AI output.=20
=
CLAUDE AND CODEX ARE NOW AVAILABLE IN PUBLIC PREVIEW ON GITHUB (2
MINUTE=
READ) [12]=20
Claude by Anthropic and OpenAI Codex are now available a=
s coding
agents for Copilot Pro+ and Copilot Enterprise customers. Users =
can
assign work to these agents directly from issues, pull requests, the=
Agents tab in enabled repositories, and the agent sessions view in VS
=
Code. Access to Claude and Codex is included with existing Copilot
subscr=
iptions. Each coding agent session consumes one premium request
during pu=
blic preview.=20
=F0=9F=8E=81=20
MISCELLANEOUS
AS ROCKS MAY THI=
NK (6 MINUTE READ) [13]=20
LLM-based reasoning is both powerful and fle=
xible. However, there is
likely still room to make the recipe even simple=
r. There are also
still more gains to be had by understanding all the pla=
ys in which
thinking behavior can be found. The extra reasoning data gene=
rated
over recent years may help further train models to reason better
=
through previously unviable methods.=20
OPENCLAW IS WHAT APPLE INTELLIG=
ENCE SHOULD HAVE BEEN (3 MINUTE READ)
[14]=20
Mac Minis are selling o=
ut everywhere because people are using them to
run OpenClaw, an open sour=
ce framework for local AI agents that has
become a killer app for Mac har=
dware. The rush shows that there is a
clear demand for agents and automat=
ion, and Apple is getting the
hardware revenue from it. However, it's mis=
sing out on the platform
revenue - Apple could have created its own nativ=
e agent, but this
would likely have caused significant legal issues.=20
=
=E2=9A=A1=20
QUICK LINKS
DEVELOPERS _BELIEVE_ THAT AI INCREASES=
PRODUCTIVITY. DOES IT?
(SPONSOR) [15]=20
211M lines of code reveal A=
I's real impact: duplication is rising,
delivery is less stable, and top =
teams are adapting faster than the
rest. Download GitKraken's guide for e=
ngineering managers [15]=20
AI WON'T KILL THE SOFTWARE BUSINESS, JUST I=
TS GROWTH STORY (3 MINUTE
READ) [16]=20
The persistent belief that AI=
will destroy the software business
could be more damaging than the actua=
l impact the technology will have
on the industry.=20
I MISS THINKING=
HARD (4 MINUTE READ) [17]=20
Vibe coding is great for building, but it=
drastically cuts down the
time it takes to come up with creative solutio=
ns for technical
problems, leading some developers to feel like something=
is missing.=20
UPDATE: AI OVERVIEWS REDUCE CLICKS BY 58% (3 MINUTE REA=
D) [18]=20
It seems categorically true that AI Overviews siphon away th=
e
majority of the clicks once available to top-ranking pages.=20
IN P=
RAISE OF THE STACKED PULL REQUEST (6 MINUTE READ) [19]=20
Stacked pulle=
d requests are PRs that build on top of each other.=20
MOBILE CARRIERS =
CAN GET YOUR GPS LOCATION (5 MINUTE READ) [20]=20
Cellular standards ha=
ve built-in protocols that make your device
silently send GNSS locations =
to carriers.=20
GIFT CULTURE AND THE INTELLIGENCE THRESHOLD (10 MINUTE =
READ) [21]=20
We create bridges to grow new possibilities and acceptanc=
e by giving
gifts to each other.=20
Love TLDR? Tell your friends and g=
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Share your referral link below with friends to get free T=
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WITH US [24=
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OUR OWN ROLE [26] or send a friend's resume
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BEST BOOTSTRAPPED BUSINESSES [27]=
of 2025.=20
If you have any comments or feedback, just respond to this=
email!=20
Thanks for reading,=20
Dan Ni [28] & Stephen Flanders [29] =
Manage your subscriptions [30] to our other newsletters on tech,
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Alphabet h=
as announced an ambitious capital spending plan that far surpasses predicti= ons. The company will spend as much as $185 billion this 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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https://imag= es.tldr.tech/wispr.png" valign=3D"middle" style=3D"vertical-align: middle != important; height: 100%;" alt=3D"Wispr"></a></td></tr></tbody></table>
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<h1><strong>TLDR <span id=3D"date">2026-02-05</span></strong></h1>
</div>
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<strong>You talk faster than you ty=
pe =E2=80=94 let Wispr Flow turn your words into flawless text (Sponsor)</s= trong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
"People go from skeptical to instantly = obsessed with <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%= 2Fref.wisprflow.ai%2Ftldr/3/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d= 167aba-000000/Rtu70x5x_Fkk-jmagWiQCZIk6OYDygNrFeeIXc6wa4w=3D443" rel=3D"noo= pener noreferrer nofollow" target=3D"_blank"><span>Wispr</span></a>.=E2=80=
=9D =E2=80=94Reid Hoffman, co-founder of LinkedIn and partner at Greylock.&= nbsp;
<p></p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wispr= flow.ai%2Ftldr/4/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-0000= 00/Guh3jIP8lIFS3no6VGSr-XPedZ4e5G4qGGD3YwSHzu8=3D443" rel=3D"noopener noref= errer nofollow" target=3D"_blank"><span>Wispr Flow</span></a> isn't like ot= her dictation tools. It produces clean, sendable text with zero cleanup:</p=
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er words, fixes grammar, and formats perfectly as you speak.</li> <li><strong>Works inside every app with no setup.</strong> Fly through Slac=
k threads, give more context to ChatGPT, or brain dump into Notion. Even wo= rks in your IDE.</li>
</ul>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wispr= flow.ai%2Ftldr/5/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-0000= 00/OvO2H7XQUTDhlpt1Fz3mOsS4Frlc5QMrE5LOX2ZLQvk=3D443" rel=3D"noopener noref= errer nofollow" target=3D"_blank"><span>Try Wispr Flow Free =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%2FvD41O1/1/0100019c2d8d62bf-1c= 6c2a45-35f2-4fa3-a6d6-42335d167aba-000000/PrhALj-7SLiETQZFEJpX_PZMVDQkeP5Qu= 2oEe_FYh94=3D443">
<span>
<strong>Alphabet Plans Record Spend= ing in Race to Win AI Customers (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Alphabet has announced an ambitious cap= ital spending plan that far surpasses predictions. The company will spend a=
s much as $185 billion this year on capital expenditures. CEO Sundar Pichai=
has reassured investors that the costs are necessary. Alphabet claims its = massive investments are essential for competing against rivals.
</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%2Fspyglass.org%2Falexa-plus-chatgpt%2F%3Futm_source=3Dtld= rnewsletter/1/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-000000/= _3bfVQQJaW46P_Z6wiRNvGQfyQKi88_TDYvnhO2bVhg=3D443">
<span>
<strong>Alexa+ Plus ChatGPT? (4 min= ute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Amazon may put upwards of $50 billion i= nto OpenAI's next fundraise. The companies are discussing a commercial agre= ement that could require OpenAI to dedicate researchers and engineers to de= velop customized models for Amazon. Amazon recently opened up Alexa+ to the=
US market. Adding OpenAI's technology could help Amazon combat Apple's upc= oming rollout of Siri powered by Gemini.
</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%2Farstechnica.com%2Fspace%2F2026%2F02%2Fnasa-finally-ackn= owledges-the-elephant-in-the-room-with-the-sls-rocket%2F%3Futm_source=3Dtld= rnewsletter/1/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-000000/= 1RmNBFZ0dVNzquPsFMkLxjYHojDxGYQylmLsqS5CSjc=3D443">
<span>
<strong>NASA finally acknowledges t=
he elephant in the room with the SLS rocket (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The Space Launch System rocket program =
is now a decade and a half old. It has so far cost US taxpayers more than $=
30 billion. The program continues to be plagued with issues. NASA's new adm= inistrator has acknowledged the low flight rate issue, saying that it shoul=
d be a topic of discussion.
</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%2Finterestingengineering.com%2Fhealth%2Flife-biosciences-= er100-epigenetic-vision-therapy%3Futm_source=3Dtldrnewsletter/1/0100019c2d8= d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-000000/cMtaA9H62bs92BaNfDyQA3oAb= 79zosYsQhaG3IZ1acM=3D443">
<span>
<strong>First-ever experimental gen=
e therapy seeks to restore vision by rejuvenating eye neurons (5 minute rea= d)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
ER-100 is an experimental gene therapy = designed to restore vision by reviving damaged neurons in the eye. The appr= oach resets aged retinal cells to a healthier state using epigenetic reprog= ramming. It received FDA approval for human trials last week. If successful=
, ER-100 could signal a broader shift in how age-related diseases are treat= ed.
</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%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-= 602d30e5001e%3Futm_source=3Dtldrnewsletter/1/0100019c2d8d62bf-1c6c2a45-35f2= -4fa3-a6d6-42335d167aba-000000/7uZsUGcWPH7iPg4q6dq-xo-UF5KPIqsMbHvwrCu82q4= =3D443">
<span>
<strong>TLDR is hiring a Senior Sof= tware Engineer, Applied AI ($200k-$300k, Fully Remote)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
As the first engineer on TLDR's new App= lied AI team, you'll build AI agents and composable Claude Skills to let no= n-technical teammates create their own AI workflows. <a href=3D"
https://tra= cking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b2= 1aaf8-dea5-4127-be71-602d30e5001e/1/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d= 6-42335d167aba-000000/yY2jnuLE89ddJDBJcwQ1piUN6oRbengvMxIRW7n4FZI=3D443" re= l=3D"noopener noreferrer" target=3D"_blank"><span>Learn more</span></a>. </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%2Faddyosmani.com%2Fblog%2Fagentic-engineering%2F%3Futm_so= urce=3Dtldrnewsletter/1/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167a= ba-000000/CWIa0o23WecutubdbalabCGd_-9TepXQZ6t6-jdwVo4=3D443">
<span>
<strong>Agentic Engineering (7 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Agentic engineering is a professional t= erm that describes what is actually happening: the engineer orchestrates AI=
agents as they act as an architect, reviewer, and decision maker. It is a = serious engineering discipline that involves autonomous agents. The term de= finitely sounds better than 'vibe coding' in professional settings. Agentic=
engineering disproportionately benefits senior engineers who understand sy= stem design, security patterns, and performance tradeoffs. They know what g= ood code looks like, so they can efficiently review and correct AI output.
</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%2Fgithub.blog%2Fchangelog%2F2026-02-04-claude-and-codex-a= re-now-available-in-public-preview-on-github%2F%3Futm_source=3Dtldrnewslett= er/1/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-000000/LXHgUKBLr= sMVIOXEXGZWpd6MJY3dkDA-81uJVUu23vs=3D443">
<span>
<strong>Claude and Codex are now av= ailable in public preview on GitHub (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Claude by Anthropic and OpenAI Codex ar=
e now available as coding agents for Copilot Pro+ and Copilot Enterprise cu= stomers. Users can assign work to these agents directly from issues, pull r= equests, the Agents tab in enabled repositories, and the agent sessions vie=
w in VS Code. Access to Claude and Codex is included with existing Copilot = subscriptions. Each coding agent session consumes one premium request durin=
g public preview.
</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%2Fevjang.com%2F2026%2F02%2F04%2Frocks.html%3Futm_source= =3Dtldrnewsletter/1/0100019c2d8d62bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-0= 00000/CrSKJ5j8rCYvTYj9AdomZNRdetNGX5bGUyr-bRtBa2s=3D443">
<span>
<strong>As Rocks May Think (6 minut=
e read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
LLM-based reasoning is both powerful an=
d flexible. However, there is likely still room to make the recipe even sim= pler. There are also still more gains to be had by understanding all the pl= ays in which thinking behavior can be found. The extra reasoning data gener= ated over recent years may help further train models to reason better throu=
gh previously unviable methods.
</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%2Fwww.jakequist.com%2Fthoughts%2Fopenclaw-is-what-apple-i= ntelligence-should-have-been%3Futm_source=3Dtldrnewsletter/1/0100019c2d8d62= bf-1c6c2a45-35f2-4fa3-a6d6-42335d167aba-000000/2qQE6NsyxYvvOraJCFKHXKrxl5o_= KTxz1HvbAdwD20g=3D443">
<span>
<strong>OpenClaw is What Apple Inte= lligence Should Have Been (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Mac Minis are selling out everywhere be= cause people are using them to run OpenClaw, an open source framework for l= ocal AI agents that has become a killer app for Mac hardware. The rush show=
s that there is a clear demand for agents and automation, and Apple is gett= ing the hardware revenue from it. However, it's missing out on the platform=
revenue - Apple could have created its own native agent, but this would li= kely have caused significant legal issues.
</span>
</span>
</div>
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<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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<strong>Developers <em>believe</em>=
that AI increases productivity. Does it? (Sponsor)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
211M lines of code reveal AI's real imp= act: duplication is rising, delivery is less stable, and top teams are adap= ting faster than the rest. <a href=3D"
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<strong>AI Won't Kill the Software = Business, Just Its Growth Story (3 minute read)</strong>
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The persistent belief that AI will dest= roy the software business could be more damaging than the actual impact the=
technology will have on the industry.
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<strong>I miss thinking hard (4 min= ute read)</strong>
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Vibe coding is great for building, but =
it drastically cuts down the time it takes to come up with creative solutio=
ns for technical problems, leading some developers to feel like something i=
s missing.
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<strong>Update: AI Overviews Reduce=
Clicks by 58% (3 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
It seems categorically true that AI Ove= rviews siphon away the majority of the clicks once available to top-ranking=
pages.
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<strong>In praise of the stacked pu=
ll request (6 minute read)</strong>
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Stacked pulled requests are PRs that bu= ild on top of each other.
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<strong>Mobile carriers can get you=
r GPS location (5 minute read)</strong>
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Cellular standards have built-in protoc= ols that make your device silently send GNSS locations to carriers.
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<strong>Gift Culture and the Intell= igence Threshold (10 minute read)</strong>
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We create bridges to grow new possibili= ties and acceptance by giving gifts to each other.
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