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Amazon's negotiations with the US Postal Service have fallen apart.
Amazo=
n last year committed triple the size of its rural delivery
network.= =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


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TLDR 2026-03-19

INSID=
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Under pressure=
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BIG TECH & STA=
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STITCH BY GOOGLE (5 MINUTE READ) [5]=20

Stitch is a vibe de=
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and reason across images=
, code, and text simultaneously. The design
agent understands users' enti=
re canvas context, allowing them to swap
images, generate product briefs,=
or mix mobile and desktop screens on
the same canvas. Users can vibe des=
ign with just their voice, and also
ask for design critiques and variatio=
ns. The tool creates instant
prototypes so users can preview the interact=
ive app flow.=20

AMAZON SAYS US POSTAL SERVICE =E2=80=98WALKED AWAY AT =
THE ELEVENTH HOUR' IN
NEGOTIATIONS (3 MINUTE READ) [6]=20

Amazon's co=
ntract renewal negotiations with the US Postal Service
have fallen apart.=
The company plans to sharply reduce the number of
packages it sends thro=
ugh the Postal Service when the contract expires
at the end of September.=
It has submitted a bid as part of the Postal
Service's auction process w=
ith the hope of continuing the partnership,
even at a reduced level. Amaz=
on last year committed to spending
roughly $4 billion by the end of 2026 =
to triple the size of its rural
delivery network.=20

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

SCIENCE & FUTURISTIC TECHNOLOGY

A PRIVATE SPACE COMPANY HAS A RADI=
CAL NEW PLAN TO BAG AN ASTEROID (4
MINUTE READ) [7]=20

TransAstra, a =
Los Angeles-based company, plans to fly out to a
smallish, near-Earth ast=
eroid, throw a large bag around it, and bring
the body back to a safe gat=
hering point near Earth. One of its
customers has agreed to fund a feasib=
ility study of the mission. The
study will be completed by May, after whi=
ch the company will further
refine its mission plan. If fully funded, the=
mission could rendezvous
with an asteroid as early as 2028.=20

WHY I=
S STARLINK ON PLANES SO GOOD? (6 MINUTE READ) [8]=20

Starlink is a true=
technological leap over every other form of
airline Wi-Fi. The older for=
ms of satellite Wi-Fi are fundamentally
constrained by the laws of physic=
s. Starlink's network can provide
global coverage, and its lower orbit me=
ans that planes are much
closer. However, the lower orbit also means much=
more damage to the
satellites, causing them to degrade in about five yea=
rs.=20

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HOW OPENAI CODEX WORKS =
(12 MINUTE READ) [10]=20

OpenAI Codex is a coding agent that can write =
features, fix bugs,
answer questions about codebases, and propose pull re=
quests. Each task
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The =
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MISCELLANEOUS

ASK HN: WHAT IS IT LIKE BEING IN =
A CS MAJOR PROGRAM THESE DAYS?
(HACKER NEWS THREAD) [12]=20

The field=
of computer science is changing as AI is now able to
perform many of the=
tasks expected of junior developers. This is
causing some students to fe=
el apathetic about their career potential
in the field. Teachers face cha=
llenges with figuring out how to teach
the fundamentals that students wil=
l need to become senior engineers
without the experience that working as =
a junior provides.=20

THE ROBOTIC TORTOISE & THE ROBOTIC HARE (1 MINUTE=
READ) [13]=20

Local models can often run faster than large proprietary=
models, and
without much decline in performance. Faster responses mean q=
uicker and
more revision cycles. Some tasks need the increased performanc=
e of
larger models, but many everyday tasks will benefit more from tighte=
r
feedback loops. The smartest AI is not always the best AI to get the
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job done.=20

=E2=9A=A1=20

QUICK LINKS

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S COSTING YOU 30% DEV CAPACITY (SPONSOR)
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WE'VE BEEN BUILDING AN INTERNAL CLAUDE CODE PLUGIN S=
YSTEM (4 MINUTE
READ) [15]=20

Intercom's internal Claude Code plugin =
system has 13 plugins, over
100 skills, and hooks that turn Claude into a=
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SOFTWARE IS EATING ITSELF (3 MIN=
UTE READ) [16]=20

Software has always wanted to be free, and it eventua=
lly will be, so
the business of software needs a different approach.=20
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A SUFFICIENTLY DETAILED SPEC IS CODE (11 MINUTE READ) [17]=20

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=
GOOGLE ENGINEERS LAUNCH "SASHIKO" FOR AGENTIC AI CODE REVIEW OF THE
LINU=
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Sashiko ingests patches from mailing l=
ists, analyzes them using
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lp maintainers and
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META WILL PAY INSTAGRAM, TIKTOK, AND YOUTUBE CREATORS WI=
TH BIG
FOLLOWINGS TO POST ON FACEBOOK (2 MINUTE READ) [21]=20

Meta's =
new Creator Fast Track program offers creators with an
established follow=
ing guaranteed monthly payments and increased reach
on Facebook.=20

W=
E HAVE LEARNED NOTHING (28 MINUTE READ) [22]=20

Any time someone insist=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Amazon&#03= 9;s negotiations with the US Postal Service have fallen apart. Amazon last = year committed triple the size of its rural delivery network.&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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<a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atlassia= n.com%2Fwebinars%2Fenterprise-cloud%2Finside-reddits-it-playbook%3Futm_sour= ce=3Dtldr%26utm_medium=3Demail%26utm_campaign=3DP:twc*O:gdc*C:webinar*H:fy2= 6q3*I:tldr-flagship-newsletter-primary-mar-19*E:cloud*%26utm_sfdc-campaign_= id=3D701QB00000h0yxyYAA/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf= 107f-000000/C0GEiiqcK5NzYQgAN_bk9v7S1m44NsDzoSh0n5OZ6Q4=3D449"><img src=3D"= https://images.tldr.tech/atlassian.png" valign=3D"middle" style=3D"vertical= -align: middle !important; height: 100%;" alt=3D"Atlassian"></a></td></tr><= /tbody></table>

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

<h1><strong>TLDR <span id=3D"date">2026-03-19</span></strong></h1>
</div>
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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.atlassian.com%2Fwebinars%2Fenterprise-cloud%2Finsid= e-reddits-it-playbook%3Futm_source=3Dtldr%26utm_medium=3Demail%26utm_campai= gn=3DP:twc*O:gdc*C:webinar*H:fy26q3*I:tldr-flagship-newsletter-primary-mar-= 19*E:cloud*%26utm_sfdc-campaign_id=3D701QB00000h0yxyYAA/2/0100019d05a1b82d-= e9f262b4-d04e-4276-a7cc-15239ddf107f-000000/iS5NRiOf2OCgOY5QBtusSI_imKIFyEf= f2nTsjKr4zTI=3D449">
<span>
<strong>Inside Reddit's IT playbook=
for AI and scale (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Under pressure to modernize <strong>and=
get AI-ready fast,</strong> but unsure where to start? In <a href=3D"https= ://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atlassian.com%2Fwebinars= %2Fenterprise-cloud%2Finside-reddits-it-playbook%3Futm_source=3Dtldr%26utm_= medium=3Demail%26utm_campaign=3DP:twc*O:gdc*C:webinar*H:fy26q3*I:tldr-flags= hip-newsletter-primary-mar-19*E:cloud*%26utm_sfdc-campaign_id=3D701QB00000h= 0yxyYAA/3/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-000000/tv8g= VLq8MV6w2PaRiLeWr678ymBqKaBfwUr0mZGASXQ=3D449" rel=3D"noopener noreferrer n= ofollow" target=3D"_blank"><span>this fireside chat</span></a>, Reddit CISO=
and Head of Corporate Engineering Sean Joerg shares the playbook his team = used to <strong>unify work and build an AI=E2=80=91ready foundation</strong=

.

<br><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atla= ssian.com%2Fwebinars%2Fenterprise-cloud%2Finside-reddits-it-playbook%3Futm_= source=3Dtldr%26utm_medium=3Demail%26utm_campaign=3DP:twc*O:gdc*C:webinar*H= :fy26q3*I:tldr-flagship-newsletter-primary-mar-19*E:cloud*%26utm_sfdc-campa= ign_id=3D701QB00000h0yxyYAA/4/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-1523= 9ddf107f-000000/axXNEVKeunDZa_nJQZ58oaPj_CQWJ5snZhdTrySQZHo=3D449" rel=3D"n= oopener noreferrer nofollow" target=3D"_blank"><span>Join to learn</span></=

how Reddit:

<p></p>


<li>Led change management,</li>
<li>gained cross-functional buy-in,</li>
<li>and set up guardrails to <strong>safely</strong> unlock Al and automati= on,</li>
</ul>

<p>while also keeping one of the world's busiest websites working as intend= ed. Sean will share his top recommendations for anyone embarking on a moder= nization drive.

<br><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atla= ssian.com%2Fwebinars%2Fenterprise-cloud%2Finside-reddits-it-playbook%3Futm_= source=3Dtldr%26utm_medium=3Demail%26utm_campaign=3DP:twc*O:gdc*C:webinar*H= :fy26q3*I:tldr-flagship-newsletter-primary-mar-19*E:cloud*%26utm_sfdc-campa= ign_id=3D701QB00000h0yxyYAA/5/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-1523= 9ddf107f-000000/R3TBtBBma4MIW7skS2Ev-kWBxZNERZIZiOX9mQb6GOQ=3D449" rel=3D"n= oopener noreferrer nofollow" target=3D"_blank"><span>Join live on <strong>A= pril 6, 2026</strong></span></a>



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<h1><strong>Big Tech &amp; Startups</strong></h1>
</div>
</div>
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<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%2Fthreadreaderapp.com%2Fthread%2F2034332847893574080.html= %3Futm_source=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-1= 5239ddf107f-000000/a1YZ8aSt6xh0souI6hWbTy-IOFE4z7uCzPzRtJaVOO4=3D449">
<span>
<strong>Stitch by Google (5 minute = read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Stitch is a vibe design tool with an AI= -native canvas that can hold and reason across images, code, and text simul= taneously. The design agent understands users' entire canvas context, allow= ing them to swap images, generate product briefs, or mix mobile and desktop=
screens on the same canvas. Users can vibe design with just their voice, a=
nd also ask for design critiques and variations. The tool creates instant p= rototypes so users can preview the interactive app flow.
</span>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnbc.com%2F2026%2F03%2F18%2Famazon-usps-shipping-ne= gotiations.html%3Futm_source=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d= 04e-4276-a7cc-15239ddf107f-000000/wP7gKU74-bLPK3jLt51GCuSAXnGjiOHQVoMbmVAmn= n8=3D449">
<span>
<strong>Amazon says US Postal Servi=
ce =E2=80=98walked away at the eleventh hour' in negotiations (3 minute rea= d)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Amazon's contract renewal negotiations = with the US Postal Service have fallen apart. The company plans to sharply = reduce the number of packages it sends through the Postal Service when the = contract expires at the end of September. It has submitted a bid as part of=
the Postal Service's auction process with the hope of continuing the partn= ership, even at a reduced level. Amazon last year committed to spending rou= ghly $4 billion by the end of 2026 to triple the size of its rural delivery=
network.
</span>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</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%2F2026%2F03%2Fa-private-space-c= ompany-has-a-radical-new-plan-to-bag-an-asteroid%2F%3Futm_source=3Dtldrnews= letter/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-000000/iyCRa= xKq4di7cJClXQsKoZQupslA0TyJzTQgt9PXDaU=3D449">
<span>
<strong>A private space company has=
a radical new plan to bag an asteroid (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
TransAstra, a Los Angeles-based company=
, plans to fly out to a smallish, near-Earth asteroid, throw a large bag ar= ound it, and bring the body back to a safe gathering point near Earth. One =
of its customers has agreed to fund a feasibility study of the mission. The=
study will be completed by May, after which the company will further refin=
e its mission plan. If fully funded, the mission could rendezvous with an a= steroid as early as 2028.
</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%2Fstardrift.ai%2Fblog%2Fwhy-is-starlink-so-good%3Futm_sou= rce=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107= f-000000/ZpSaQJN6qxpLa7ikHIjZ6y5kZmPVNA1AaQnADLLHMYk=3D449">
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<strong>Why is Starlink on planes s=
o good? (6 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Starlink is a true technological leap o= ver every other form of airline Wi-Fi. The older forms of satellite Wi-Fi a=
re fundamentally constrained by the laws of physics. Starlink's network can=
provide global coverage, and its lower orbit means that planes are much cl= oser. However, the lower orbit also means much more damage to the satellite=
s, causing them to degrade in about five years.
</span>
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<h1><strong>Programming, Design &amp; Data Science</strong></h1>
</div>
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<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=
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<span>
<strong>Get the CRM that automatica= lly captures every email, call, and meeting =E2=80=94 FREE for 3 months (Sp= onsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Every deal you've lost to a forgotten f= ollow-up was preventable. <a href=3D"https://tracking.tldrnewsletter.com/CL= 0/https:%2F%2Flightfield.app%2F%3Futm_source=3Dnewsletter%26utm_medium=3Dpa= id%26utm_campaign=3Dtldr%26utm_content=3Dsecondary_3-19-2026/2/0100019d05a1= b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-000000/_lT7Wwz3RvLbTbcxUfMRPdd9_D= L1I93Ls46Ii6OCMjc=3D449" rel=3D"noopener noreferrer nofollow" target=3D"_bl= ank"><span>Lightfield</span></a> is the first AI-native CRM with complete c= ustomer memory =E2=80=94 it updates itself, drives next steps, and answers = questions so you stop losing deals. TLDR readers get <a href=3D"https://tra= cking.tldrnewsletter.com/CL0/https:%2F%2Flightfield.app%2F%3Futm_source=3Dn= ewsletter%26utm_medium=3Dpaid%26utm_campaign=3Dtldr%26utm_content=3Dseconda= ry_3-19-2026/3/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-000000= /sflcQSmaryOc69q7DPHiwqO9vgUjOyn7FaxQwyZa02M=3D449" rel=3D"noopener norefer= rer nofollow" target=3D"_blank"><span>3 months free with code: TLDRTS23</sp= an></a>

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<strong>How OpenAI Codex Works (12 = minute read)</strong>
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<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
OpenAI Codex is a coding agent that can=
write features, fix bugs, answer questions about codebases, and propose pu=
ll requests. Each task runs in its own isolated cloud sandbox, and users ca=
n assign multiple tasks in parallel while monitoring progress in real time.=
The system has three layers: the agent loop, prompt and context management=
, and the multisurface architecture that lets one agent serve many differen=
t interfaces. Understanding how the system works helps users work more effe= ctively.
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<strong>Machine Payments Protocol (= Website)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The Machine Payments Protocol is an ope=
n protocol for machine-to-machine payments. It allows developers to charge = for API requests, tool calls, or content. Agents and apps pay per request i=
n the same HTTP call. The protocol works with stablecoins, cards, and bank = transfers in any currency.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>



<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>

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<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%2Fnews.ycombinator.com%2Fitem%3Fid=3D47397190%26utm_sourc= e=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-= 000000/PND8rnBYdIia0Ilvoo_HKnm8PT6rujvEQ8p_nY6cLIs=3D449">
<span>
<strong>Ask HN: What is it like bei=
ng in a CS major program these days? (Hacker News Thread)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The field of computer science is changi=
ng as AI is now able to perform many of the tasks expected of junior develo= pers. This is causing some students to feel apathetic about their career po= tential in the field. Teachers face challenges with figuring out how to tea=
ch the fundamentals that students will need to become senior engineers with= out the experience that working as a junior provides.
</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%2Ftomtunguz.com%2Flocal-vs-cloud-speed%2F%3Futm_source=3D= tldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-0000= 00/M4HlnFIx5579a7bzWaQdSbtlyOuI0M7quaS4Y_PN20M=3D449">
<span>
<strong>The Robotic Tortoise &amp; = the Robotic Hare (1 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Local models can often run faster than = large proprietary models, and without much decline in performance. Faster r= esponses mean quicker and more revision cycles. Some tasks need the increas=
ed performance of larger models, but many everyday tasks will benefit more = from tighter feedback loops. The smartest AI is not always the best AI to g=
et the job done.
</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;">=E2=9A= =A1</span></div></div>
</td></tr></tbody></table>

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<h1><strong>Quick Links</strong></h1>
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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%2Fwww.gitkraken.com%2Fthe-6-hidden-productivity-killers-2= 025%3Fsource=3Dpaid_channel%26product=3Dgitkraken%26utm_source=3DTLDR%26utm= _medium=3Dsponsored%26utm_campaign=3Dinsights_launch%26utm_content=3Dproduc= tivity-killers/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-0000= 00/ollLXOgMHbfRbmmweXN8VFUECh4DE9nirYd6VzDff_4=3D449">
<span>
<strong>6 Hidden Productivity Gaps = Costing You 30% Dev Capacity (Sponsor)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Your metrics may look healthy, but hidd=
en inefficiencies are slowing your team down. <a href=3D"https://tracking.t= ldrnewsletter.com/CL0/https:%2F%2Fwww.gitkraken.com%2Fthe-6-hidden-producti= vity-killers-2025%3Fsource=3Dpaid_channel%26product=3Dgitkraken%26utm_sourc= e=3DTLDR%26utm_medium=3Dsponsored%26utm_campaign=3Dinsights_launch%26utm_co= ntent=3Dproductivity-killers/2/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-152= 39ddf107f-000000/4kRWlsdqyUWEK4yXFXzlITBTR-bNrSHHckfVXlHvuHc=3D449" rel=3D"= noopener noreferrer nofollow" target=3D"_blank"><span>Download the guide</s= pan></a>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fthreadreaderapp.com%2Fthread%2F2033978300003987527.html= %3Futm_source=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-1= 5239ddf107f-000000/ZTLJOjngUpDyJaULoLMWKJdUALinY6SO5MObHsWZgtQ=3D449">
<span>
<strong>We've been building an inte= rnal Claude Code plugin system (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Intercom's internal Claude Code plugin = system has 13 plugins, over 100 skills, and hooks that turn Claude into a f= ull-stack engineering platform.
</span>
</span>
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<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FrGGZ8d/1/0100019d05a1b82d-e9= f262b4-d04e-4276-a7cc-15239ddf107f-000000/BkDu0hbNKxZRbNQb44XSDYNyXUIXqrKg4= 36Wbnzxu0A=3D449">
<span>
<strong>Software is eating itself (=
3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Software has always wanted to be free, = and it eventually will be, so the business of software needs a different ap= proach.
</span>
</span>
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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%2Fhaskellforall.com%2F2026%2F03%2Fa-sufficiently-detailed= -spec-is-code%3Futm_source=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04= e-4276-a7cc-15239ddf107f-000000/JXVRWIzwCB0sjT8By1KGfrLOgc-V25IepDan43Gsl_8= =3D449">
<span>
<strong>A sufficiently detailed spe=
c is code (11 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Coding agents can't reliably fill in mi= ssing clarity and detail as they aren't mind readers, and even if they were=
, there's not much they can do if your own thoughts are confused.
</span>
</span>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-= 602d30e5001e%3Futm_source=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04e= -4276-a7cc-15239ddf107f-000000/LlyCkxoowrLSjeVXKqsTlZgYW6wsOEG6_VK-cf7ppxE= =3D449">
<span>
<strong>TLDR is hiring a Senior Sof= tware Engineer, Applied AI ($250k-$350k, Fully Remote)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
As the first engineer on TLDR's new App= lied AI team, you'll build AI agents to automate end-to-end workflows and l= ead our context engineering project to allow non-technical teammates create=
their own AI workflows. <a href=3D"https://tracking.tldrnewsletter.com/CL0= /https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e= 5001e/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-000000/sNSrF0= g-GhpSkLNc8LuODCe0NZY7ovRLfnr68kjKysg=3D449" rel=3D"noopener noreferrer" ta= rget=3D"_blank"><span>Learn more</span></a>.
</span>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.phoronix.com%2Fnews%2FSashiko-Linux-AI-Code-Review%= 3Futm_source=3Dtldrnewsletter/1/0100019d05a1b82d-e9f262b4-d04e-4276-a7cc-15= 239ddf107f-000000/cbL41qnRuiI39m8OsW5yqycdhNKl5sDM-TVRSw_vAlY=3D449">
<span>
<strong>Google Engineers Launch "Sa= shiko" For Agentic AI Code Review Of The Linux Kernel (1 minute read)</stro=

</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Sashiko ingests patches from mailing li= sts, analyzes them using AI-powered prompts, and provides feedback to help = maintainers and developers ensure code quality and adherence to kernel stan= dards.
</span>
</span>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnbc.com%2F2026%2F03%2F18%2Fmeta-creator-pay-instag= ram-tiktok-youtube-facebook.html%3Futm_source=3Dtldrnewsletter/1/0100019d05= a1b82d-e9f262b4-d04e-4276-a7cc-15239ddf107f-000000/V0NScINoQZetQkjV8FF0lWHz= LGxTjaawi3Sae9RSHfc=3D449">
<span>
<strong>Meta will pay Instagram, Ti= kTok, and YouTube creators with big followings to post on Facebook (2 minut=
e read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Meta's new Creator Fast Track program o= ffers creators with an established following guaranteed monthly payments an=
d increased reach on Facebook.
</span>
</span>
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<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fcolossus.com%2Farticle%2Fwe-have-learned-nothing-startu= p-pundits%2F%3Futm_source=3Dnewsletter/1/0100019d05a1b82d-e9f262b4-d04e-427= 6-a7cc-15239ddf107f-000000/e6EVt3afw-An7g1CROrAglQDBcE-OI_HHhJ1ubScoEw=3D44=

<span>
<strong>We Have Learned Nothing (28=
minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Any time someone insists on a method fo=
r how to build a successful startup, you should do something different.
</span>
</span>
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