--fT1o4qqY
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Elon Musk's Terafab team has reached out to chip industry suppliers
for p=
rice quotes and delivery times for a variety of chipmaking
gear=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 [WorkOS] [4]
TLDR 2026-04-16
NPX WORKO=
S: FROM AUTH INTEGRATION TO ENVIRONMENT MANAGEMENT, ZERO
CLICKOPS (SPONSO=
R) [4]=20
NPX WORKOS@LATEST launches an AI agent, powered by Claude [5]=
, that
reads your project, detects your framework, and writes a complete =
auth
integration into your codebase. No signup required. It creates an
=
environment, populates your keys, and you claim your account later
when y=
ou're ready.=20
But the CLI goes way beyond installation. [6] WorkOS Ski=
lls make your
coding agent a WorkOS expert. WORKOS SEED defines your envi=
ronment as
code. WORKOS DOCTOR finds and fixes misconfigurations. And onc=
e you're
authenticated, your agent can manage users, orgs, and environmen=
ts
directly from the terminal. No more ClickOps.=20
See how it works =
=E2=86=92 [4]=20
=F0=9F=93=B1=20
BIG TECH & STARTUPS
MUSK ASKS =
SUPPLIERS TO MOVE AT =E2=80=98LIGHT SPEED' ON NEW CHIPMAKING PLAN
(6 MINU=
TE READ) [7]=20
Elon Musk's Terafab team has reached out to chip indust=
ry suppliers
for price quotes and delivery times for a variety of chipmak=
ing gear.
The outreach suggests Musk is continuing with the project in th=
e face
of scepticism from the semiconductor industry. Musk's representati=
ves
have asked for speedy price estimates while providing minimal
infor=
mation about the products to be made. The project is offering to
pay a co=
nsiderable amount above quoted figures if suppliers give
Terafab priority=
.=20
SIRI ENGINEERS SENT TO AI CODING BOOTCAMP AS APPLE PREPARES TO
D=
ELIVER SIRI OVERHAUL (1 MINUTE READ) [8]=20
Apple is sending a large po=
rtion of its Siri engineers to a
multi-week bootcamp on learning how to c=
ode with AI. Around 60 members
of the Siri development team will continue=
working on Siri, with
another 60 evaluating how the assistant is perform=
ing. Apple is
expected to unveil a smarter, more capable version of Siri =
in two
months at WWDC. The new Siri is under testing to ensure it meets=
Apple's safety standards and can interpret and execute commands from
u=
sers.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY
ARTEMI=
S II WAS A BLOCKBUSTER. LANDING ON THE MOON WILL BE A LOT
HARDER (6 MINUT=
E READ) [9]=20
The Artemis III mission next year will help NASA and its=
contractors
set up an attempt at one or more visits to the moon in 2028.=
Both
SpaceX and Blue Origin have run into delays in developing spacecraf=
t
for the missions. A landing operation with astronauts within the next=
few years may not be achievable. Both companies have key tests coming
=
up that will inform their lunar work and vehicles.=20
FRONTIER SYSTEMS =
FOR THE PHYSICAL WORLD (34 MINUTE READ) [10]=20
The paradigm is shiftin=
g to robot learning, autonomous science, and
human-machine interfaces. Th=
ese are not entirely separate efforts and
thematically form a group of em=
erging frontier systems for the
physical world. They share common technic=
al primitives and are
mutually reinforcing in ways that create compound d=
ynamics across
domains. These domains create a structural flywheel for ex=
tending AI
into the physical world. This post looks at the technical prim=
itives
underlying these domains and examines why they present frontier
=
opportunities.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE=
12 DAYS TO DIGITALOCEAN DEPLOY: THE AI INFERENCE ERA IS HERE
(SPON=
SOR) [11]=20
DigitalOcean Deploy is April 28 in SF. Leaders from Charac=
ter,
Workato, VAST Data, Arcee, and vLLM on stage sharing how they run AI=
in production. Plus a fireside chat with NVIDIA's Kari Briski on the
f=
uture of agentic AI and a first look at DigitalOcean's next-gen
inference=
products. Free to attend, limited spots. REGISTER NOW! [11]=20
OPENAI =
UPDATES ITS AGENTS SDK TO HELP ENTERPRISES BUILD SAFER, MORE
CAPABLE AGEN=
TS (3 MINUTE READ) [12]=20
OpenAI has introduced a number of new featur=
es designed to help
businesses create their own agents using its agents s=
oftware
development toolkit. This includes a sandboxing ability that allo=
ws
agents to operate in controlled computer environments. There is a new=
in-distribution harness for frontier models that allows agents to work=
with files and approved tools within a workspace. The new features are=
designed to allow users to build long-horizon agents on their own
infr=
astructure.=20
INTRODUCING XATA OSS: POSTGRES PLATFORM WITH BRANCHING, =
NOW APACHE
2.0 (8 MINUTE READ) [13]=20
Xata is a cloud-native Postgre=
s platform with fast branching,
scale-to-zero functionality, 100% vanilla=
Postgres, and all the
production-grade requirements. It can be used to c=
reate preview and
testing environments quickly and with real data, and as=
a
fully-managed PostgreSQL service to run the production database. The=
core Xata platform is open-source under the Apache 2 license.=20
=
=F0=9F=8E=81=20
MISCELLANEOUS
SNAP TO CUT 16% OF WORKFORCE AS IT S=
EEKS PROFITABILITY (2 MINUTE
READ) [14]=20
Snap plans to cut around 1=
,000 jobs from its full-time workforce and
close more than 300 open posit=
ions. The company is facing pressure
from investors over its struggles fo=
r profitability. The cuts will
enable Snap to increase efficiency and pur=
sue profitable growth. Snap
now projects that its total revenue will incr=
ease by 12% in the first
quarter.=20
WHY CHATGPT CITES ONE PAGE OVER =
ANOTHER (STUDY OF 1.4M PROMPTS) (11
MINUTE READ) [15]=20
ChatGPT is a=
n aggressive editor. It favors its general search index,
uses semantic si=
milarity to select and cite sources, and treats Reddit
like a textbook. T=
he pages that get cited are the ones whose titles
and content match the q=
uestions ChatGPT is asking behind the scenes,
and that surface through th=
e right retrieval channel.=20
=E2=9A=A1=20
QUICK LINKS
YOUR JOB =
WON=E2=80=99T MAKE YOU AI-FIRST. GAUNTLET WILL (SPONSOR) [16]=20
Gaunlet=
is a 10-week engineering fellowship built around sustained
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join Cohort 5 [16]=20
=
STRUGGLING SHOE RETAILER ALLBIRDS MAKES BIZARRE PIVOT TO AI, ADDS
$12=
7 MILLION IN VALUE (3 MINUTE READ) [17]=20
Allbirds, a shoe retailer, i=
s pivoting its business to AI compute
infrastructure and will change its =
name to NewBird AI.=20
HOW ELON MUSK PLANS TO BYPASS THE ASML BOTTLENEC=
K TO BUILD TERAFAB
(22 MINUTE READ) [18]=20
TERAFAB's strategy relies=
on raw scale and vertical integration.=20
FISSION IMPOSSIBLE: UNCLE SA=
M WANTS NUCLEAR REACTORS IN SPACE BY 2031
(2 MINUTE READ) [19]=20
The=
US Office of Science and Technology Policy has published an
initiative t=
o develop low- to mid-power space reactors in orbit and on
the lunar surf=
ace.=20
TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($250K-$3=
50K,
FULLY REMOTE) [20]=20
TLDR's Applied AI team is tasked with maki=
ng every process at TLDR
legible to code, runnable by anyone, and composa=
ble into larger
workflows. Join a small, fast moving team using the lates=
t AI tools
with an unlimited token budget. Learn more [21].=20
YOUR D=
EPENDENCIES ARE SOMEONE ELSE'S ATTACK SURFACE (8 MINUTE READ)
[22]=20
=
Supply-chain attacks are becoming more common as some dependencies
don't=
have the resources to ensure security.=20
AN END TO CERVICAL CANCER IS=
POSSIBLE (11 MINUTE READ) [23]=20
Many cancers are caused by preventab=
le infections.=20
UKRAINE'S MILITARY ROBOT SURGE AIMS TO OFFSET DRONE R=
ISKS TO HUMANS
(3 MINUTE READ) [24]=20
Drones now account for the maj=
ority of casualties in the
Russia-Ukraine war.=20
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ech and get $1k if we hire them! TLDR is one of INC.'S
BEST BOOTSTRAPPED =
BUSINESSES [30] of 2025.=20
If you have any comments or feedback, just =
respond to this email!=20
Thanks for reading,=20
Dan Ni [31] & Stephen F=
landers [32]=20
Manage your subscriptions [33] to our other newsletters=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Elon Musk&= #039;s Terafab team has reached out to chip industry suppliers for price qu= otes and delivery times for a variety of chipmaking gear =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nbs= p; =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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<a href=3D"
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https://images.tldr.tech/workos50.png" valign=3D"middle" style=3D"verti= cal-align: middle !important; height: 100%;" alt=3D"WorkOS"></a></td></tr><= /tbody></table>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-04-16</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%2Fworkos.com%2Fdocs%2Fauthkit%2Fcli-installer%3Futm_sourc= e=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22026/2/0100019d95d419= 53-0271fa75-e557-4f99-a5d5-32a22e1c538f-000000/kHiyg1aagfj76JiwqljYWbruzr2f= f7uyRwDY55JdpHs=3D452">
<span>
<strong>npx workos: From Auth Integ= ration to Environment Management, Zero ClickOps (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
<strong>npx workos@latest</strong> laun= ches <a class=3D"in-cell-link" href=3D"
https://tracking.tldrnewsletter.com/= CL0/https:%2F%2Flinks.tldrnewsletter.com%2FH1jLU5/1/0100019d95d41953-0271fa= 75-e557-4f99-a5d5-32a22e1c538f-000000/BHgFmzVMo9nxd2IpUmdA7LGiDSK37UvVaxwhm= 7FxWVg=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>=
an AI agent, powered by Claude</span></a>, that reads your project, detects=
your framework, and writes a complete auth integration into your codebase.=
No signup required. It creates an environment, populates your keys, and yo=
u claim your account later when you're ready.
<br><a class=3D"in-cell-link" href=3D"
https://tracking.tldrnewsletter.com/C= L0/https:%2F%2Fworkos.com%2Fblog%2Fagent-experience%3Futm_source=3Dtldr%26u= tm_medium=3Dnewsletter%26utm_campaign=3Dq22026/1/0100019d95d41953-0271fa75-= e557-4f99-a5d5-32a22e1c538f-000000/A6_74sITPw7xR-jxYx4CToKJvnOnsCa5d2LGvYSA= Gng=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>But=
the CLI goes way beyond installation.</span></a> WorkOS Skills make your c= oding agent a WorkOS expert. <strong>workos seed</strong> defines your envi= ronment as code. <strong>workos doctor</strong> finds and fixes misconfigur= ations. And once you're authenticated, your agent can manage users, orgs, a=
nd environments directly from the terminal. No more ClickOps.
<br><a class=3D"in-cell-link" href=3D"
https://tracking.tldrnewsletter.com/C= L0/https:%2F%2Fworkos.com%2Fdocs%2Fauthkit%2Fcli-installer%3Futm_source=3Dt= ldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22026/3/0100019d95d41953-02= 71fa75-e557-4f99-a5d5-32a22e1c538f-000000/8g56_SLqrgrO9vEQiWLQEI86u2UBn_ChF= gYr929eGoA=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><s= pan>See how it works =E2=86=92</span></a>
</span>
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<div style=3D"text-align: center;">
<h1><strong>Big Tech & Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F31E9kI/1/0100019d95d41953-02= 71fa75-e557-4f99-a5d5-32a22e1c538f-000000/AZy_3bf2tys-LrTOslrucjgBCvDaCIVWM= 0YYWL66TII=3D452">
<span>
<strong>Musk Asks Suppliers to Move=
at =E2=80=98Light Speed' on New Chipmaking Plan (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Elon Musk's Terafab team has reached ou=
t to chip industry suppliers for price quotes and delivery times for a vari= ety of chipmaking gear. The outreach suggests Musk is continuing with the p= roject in the face of scepticism from the semiconductor industry. Musk's re= presentatives have asked for speedy price estimates while providing minimal=
information about the products to be made. The project is offering to pay =
a considerable amount above quoted figures if suppliers give Terafab priori= ty.
</span>
</span>
</div>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.macrumors.com%2F2026%2F04%2F15%2Fsiri-engineers-ai-= coding-bootcamp%2F%3Futm_source=3Dtldrnewsletter/1/0100019d95d41953-0271fa7= 5-e557-4f99-a5d5-32a22e1c538f-000000/cmOVrOryR5Rmpm3Q_8mKkqyl0hnnXaGttbS7YS= aOj3E=3D452">
<span>
<strong>Siri Engineers Sent to AI C= oding Bootcamp as Apple Prepares to Deliver Siri Overhaul (1 minute read)</= strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple is sending a large portion of its=
Siri engineers to a multi-week bootcamp on learning how to code with AI. A= round 60 members of the Siri development team will continue working on Siri=
, with another 60 evaluating how the assistant is performing. Apple is expe= cted to unveil a smarter, more capable version of Siri in two months at WWD=
C. The new Siri is under testing to ensure it meets Apple's safety standard=
s and can interpret and execute commands from users.
</span>
</span>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
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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%2Flinks.tldrnewsletter.com%2FgdbpZY/1/0100019d95d41953-02= 71fa75-e557-4f99-a5d5-32a22e1c538f-000000/7XHcnSdbNrAQFyWTObMfwJbuD3CXmMnvF= RMqOVxEM7k=3D452">
<span>
<strong>Artemis II Was a Blockbuste=
r. Landing on the Moon Will Be a Lot Harder (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The Artemis III mission next year will = help NASA and its contractors set up an attempt at one or more visits to th=
e moon in 2028. Both SpaceX and Blue Origin have run into delays in develop= ing spacecraft for the missions. A landing operation with astronauts within=
the next few years may not be achievable. Both companies have key tests co= ming up that will inform their lunar work and vehicles.
</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.a16z.news%2Fp%2Ffrontier-systems-for-the-physical%3= Futm_source=3Dtldrnewsletter/1/0100019d95d41953-0271fa75-e557-4f99-a5d5-32a= 22e1c538f-000000/ws98qgbRdWK_h1Jzt5RVn2UA-b3GGGa5kay8vnF1dN4=3D452">
<span>
<strong>Frontier Systems for the Ph= ysical World (34 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The paradigm is shifting to robot learn= ing, autonomous science, and human-machine interfaces. These are not entire=
ly separate efforts and thematically form a group of emerging frontier syst= ems for the physical world. They share common technical primitives and are = mutually reinforcing in ways that create compound dynamics across domains. = These domains create a structural flywheel for extending AI into the physic=
al world. This post looks at the technical primitives underlying these doma= ins and examines why they present frontier opportunities.
</span>
</span>
</div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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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%2Fwww.digitalocean.com%2Fdeploy%3Futm_source=3Dtldr-newsl= etter%26utm_medium=3Dsponsorship%26utm_campaign=3Ddeploy_2026_offer%26utm_c= ontent=3Dtech-nl-5th-april-16/1/0100019d95d41953-0271fa75-e557-4f99-a5d5-32= a22e1c538f-000000/1GJOFSUo10bdEcYC0Gtgd5AFz75AZsx2LeQxyLSvvSc=3D452">
<span>
<strong>12 days to DigitalOcean Dep= loy: the AI inference era is here (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
DigitalOcean Deploy is April 28 in SF. = Leaders from Character, Workato, VAST Data, Arcee, and vLLM on stage sharin=
g how they run AI in production. Plus a fireside chat with NVIDIA's Kari Br= iski on the future of agentic AI and a first look at DigitalOcean's next-ge=
n inference products. Free to attend, limited spots. <a href=3D"
https://tra= cking.tldrnewsletter.com/CL0/https:%2F%2Fwww.digitalocean.com%2Fdeploy%3Fut= m_source=3Dtldr-newsletter%26utm_medium=3Dsponsorship%26utm_campaign=3Ddepl= oy_2026_offer%26utm_content=3Dtech-nl-5th-april-16/2/0100019d95d41953-0271f= a75-e557-4f99-a5d5-32a22e1c538f-000000/KCQy5ox3UIgc8FlcfOGJhXDyjwkeRWqej1rD= 8DUkO28=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span= ><strong>Register now!</strong></span></a>
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F04%2F15%2Fopenai-updates-its-ag= ents-sdk-to-help-enterprises-build-safer-more-capable-agents%2F%3Futm_sourc= e=3Dtldrnewsletter/1/0100019d95d41953-0271fa75-e557-4f99-a5d5-32a22e1c538f-= 000000/c94ZYi-YrHpTvUesCo1IYbcPgNx2FHMIa7uEbnvlfJs=3D452">
<span>
<strong>OpenAI updates its Agents S=
DK to help enterprises build safer, more capable agents (3 minute read)</st= rong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI has introduced a number of new f= eatures designed to help businesses create their own agents using its agent=
s software development toolkit. This includes a sandboxing ability that all= ows agents to operate in controlled computer environments. There is a new i= n-distribution harness for frontier models that allows agents to work with = files and approved tools within a workspace. The new features are designed =
to allow users to build long-horizon agents on their own infrastructure.
</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%2Fxata.io%2Fblog%2Fopen-source-postgres-branching-copy-on= -write%3Futm_source=3Dtldrnewsletter/1/0100019d95d41953-0271fa75-e557-4f99-= a5d5-32a22e1c538f-000000/oAOH-RlFS-1SD_nClTrGO-jWvmEjifvQPzFETx06v_o=3D452"=
<span>
<strong>Introducing Xata OSS: Postg= res platform with branching, now Apache 2.0 (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Xata is a cloud-native Postgres platfor=
m with fast branching, scale-to-zero functionality, 100% vanilla Postgres, = and all the production-grade requirements. It can be used to create preview=
and testing environments quickly and with real data, and as a fully-manage=
d PostgreSQL service to run the production database. The core Xata platform=
is open-source under the Apache 2 license.
</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= =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>
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<strong>Snap to Cut 16% of Workforc=
e as It Seeks Profitability (2 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Snap plans to cut around 1,000 jobs fro=
m its full-time workforce and close more than 300 open positions. The compa=
ny is facing pressure from investors over its struggles for profitability. = The cuts will enable Snap to increase efficiency and pursue profitable grow= th. Snap now projects that its total revenue will increase by 12% in the fi= rst quarter.
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<strong>Why ChatGPT Cites One Page = Over Another (Study of 1.4M Prompts) (11 minute read)</strong>
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ChatGPT is an aggressive editor. It fav= ors its general search index, uses semantic similarity to select and cite s= ources, and treats Reddit like a textbook. The pages that get cited are the=
ones whose titles and content match the questions ChatGPT is asking behind=
the scenes, and that surface through the right retrieval channel.
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<br><span style=3D"font-family: ;">Gaunlet is a 10-week engineering fellows= hip built around sustained execution. Design and ship production-grade AI s= ystems that advance your career. Alumni land $200k-$950k starting compensat= ion. <a href=3D"
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Allbirds, a shoe retailer, is pivoting = its business to AI compute infrastructure and will change its name to NewBi=
rd AI.
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<strong>TLDR is hiring a Senior Sof= tware Engineer, Applied AI ($250k-$350k, Fully Remote)</strong>
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TLDR's Applied AI team is tasked with m= aking every process at TLDR legible to code, runnable by anyone, and compos= able into larger workflows. Join a small, fast moving team using the latest=
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ne Else's Attack Surface (8 minute read)</strong>
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Supply-chain attacks are becoming more = common as some dependencies don't have the resources to ensure security.
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Drones now account for the majority of = casualties in the Russia-Ukraine war.
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