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Elon Musk's lawsuit against OpenAI has unveiled over 200 documents
that o=
ffer an inside look into the relationship between OpenAI and
Microsoft= =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=09TLD=
R=20
=09=09TOGETHER WITH [Microsoft Azure] [4]
TLDR 2026-01-21
=
FEEL LIKE YOUR TABS HAVE TABS? (SPONSOR) [4]=20
Developer tool spra=
wl is real. You've got one tab for logs, another
for metrics, half a doze=
n for cloud services, and somewhere in there
is the code you're actually =
trying to ship.
=F0=9F=AB=A3 Stop playing hide-and-seek with your tool=
s. Microsoft Azure [4]
brings together everything you need to build and r=
un software in a
single workspace.
Goodbye, hunting for the right da=
shboard. Hello, one unified
view=E2=80=94and a faster path to innovation.=
Simplify your stack with Azure =E2=86=92 [4]
=F0=9F=93=B1=20
=
BIG TECH & STARTUPS
THE MICROSOFT-OPENAI FILES: INTERNAL DOCUMENTS RE=
VEAL THE REALITIES
OF AI'S DEFINING ALLIANCE (27 MINUTE READ) [5]=20
=
Elon Musk's lawsuit accusing OpenAI and its CEO Sam Altman of
abandoning =
the nonprofit mission has unveiled over 200 documents that
offer an insid=
e look into the relationship between OpenAI and
Microsoft. Musk, an OpenA=
I co-founder, is seeking up to $134 billion
in damages, with a jury trial=
scheduled for this Spring. The files
reveal how Microsoft pursued, rebuf=
fed, and backed OpenAI at various
moments over the past decade. The previ=
ously undisclosed emails,
messages, slide decks, reports, and deposition =
transcripts show how
Microsoft ultimately shaped the course of the lab th=
at launched the
generative AI era.=20
X OPEN SOURCES ITS ALGORITHM WH=
ILE FACING A TRANSPARENCY FINE AND
GROK CONTROVERSIES (6 MINUTE READ) [6]=
=20
X has open sourced its algorithm, giving the world a peek behind th=
e
company's algorithmic curtain. The site's algorithm considers
engagem=
ent history and surveys recent in-network posts when finding
content for =
individual users. It conducts a machine-learning-based
analysis of 'out o=
f network' posts that it believes the user might
also find appealing. The=
algorithm then filters out certain kinds of
posts, as well as content de=
emed too violent or spam-like, and ranks
the content based on what it thi=
nks users will find most appealing.=20
=F0=9F=9A=80=20
SCIENCE & FUTU=
RISTIC TECHNOLOGY
MODERNA, MERCK REPORT POSITIVE RESULTS FROM CANCER-=
VACCINE STUDY (1
MINUTE READ) [7]=20
In a Phase 2b trial, Moderna and=
Merck's cancer vaccine reduced the
risk of relapse or death in melanoma =
patients by 49% when used in
combination with Merck's immunotherapy Keytr=
uda, compared to when
using Keytruda alone. The results illustrate mRNA's=
potential in
cancer care. The treatment continues to demonstrate sustain=
ed and
clinically meaningful improvement. The companies are currently run=
ning
eight Phase 2 and Phase 3 clinical trials across multiple tumor type=
s.
THE FIRST COMMERCIAL SPACE STATION, HAVEN-1, IS NOW UNDERGOING=
ASSEMBLY FOR LAUNCH (14 MINUTE READ) [8]=20
The International Space =
Station is due to be decommissioned in less
than five years, but NASA has=
yet to formally publish rules and
requirements for a potential replaceme=
nt. There are currently four
main contenders for NASA's commercial space =
station program: Voyager
Technologies, Axiom Space, Blue Origin, and Vast=
Space. NASA is
expected to select one or two of these companies for cont=
racts later
this year. This article contains an interview with Vast's chi=
ef
executive, Max Haot. Vast is currently building a smaller interim
sp=
ace station capable of short-duration stays called Haven-1.=20
=
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA SCIENCE
=F0=9F=93=8A HO=
W MANY DASHBOARDS IS TOO MANY?=C2=A0(SPONSOR) [9]=20
Every new monitori=
ng tool, service, or "quick integration" adds
another dashboard to the pi=
le=E2=80=94and before you know it, you're
spending more time switching be=
tween tools than actually building.
With Microsoft Azure [10], your entir=
e stack lives in one workspace:
infrastructure, data, AI, and more. See h=
ow Azure brings it all
together =E2=86=92 [10]=20
MCP, SKILLS, AND AG=
ENTS (10 MINUTE READ) [11]=20
Harnesses are constantly improving by ite=
rating on what works well.
However, every time someone releases a new beh=
avior, the thought
leaders of the internet determine that it has replaced=
all previous
functionality. Developers should try both skills and MCP to=
learn the
fundamentals of how the technology works and what that means f=
or
managing the context window. How the technologies shift in the future=
depends entirely on the workflows they help people solve.=20
SKILLS.=
SH (WEBSITE) [12]=20
Skills are reusable capabilities for AI agents. Th=
is site contains an
open agent skills ecosystem with a collection of skil=
ls anyone can
install with a single command to enhance their agents with =
access to
procedural knowledge. The site contains thousands of skills. Th=
e index
is searchable and shows how many times each skill has been instal=
led.=20
=F0=9F=8E=81=20
MISCELLANEOUS
I'M ADDICTED TO BEING USE=
FUL (5 MINUTE READ) [13]=20
People think software engineers are addicte=
d to being useful, driven
by an addiction to solving puzzles, or drawn by=
power and money. What
actually motivates software engineers is often mor=
e of an internal
compulsion. It's worth figuring out what really motivate=
s you so that
you can harness that compulsion most effectively.=20
AG=
ENTIC AI AND THE MYTHICAL AGENT-MONTH (6 MINUTE READ) [14]=20
The conce=
pt of 'Scalable Agency', where a developer could
theoretically spin up th=
ousands of agents to complete tasks faster,
relies on a flawed assumption=
that software engineering is an
embarrassingly parallel task. Context lo=
ading is not the same as
common knowledge, and reading tokens is not the =
same as understanding
the causal chain of changes across a system. Adding=
manpower to a late
software project makes it later. Multi-agent systems =
do not escape
this law, they simply hit the wall of state-space explosion=
faster
than humans do.=20
=E2=9A=A1=20
QUICK LINKS
TLDR IS H=
IRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K,
FULLY REMOTE) =
[15]=20
As the first engineer on TLDR's new Applied AI team, you'll bui=
ld AI
agents and composable Claude Skills to let non-technical teammates=
create their own AI workflows.=C2=A0Learn more [16].=20
SYNTUX (GITH=
UB REPO) [17]=20
syntux is a generative UI library that is consistent a=
nd flexible.=20
THE TRAGEDY OF THE AGENTIC COMMONS (18 MINUTE READ) [18=
]=20
AI agents help facilitate better match quality through centralized=
mechanisms in 'thin' markets.=20
THE MICROSTRUCTURE OF WEALTH TRANSF=
ER IN PREDICTION MARKETS (26
MINUTE READ) [19]=20
Prediction markets =
are creating a systematic wealth transfer, where
impulsive Takers pay a s=
tructural premium for affirmative outcomes
while Makers capture an 'Optim=
ism Tax' simply by selling into this
biased flow.=20
SOFTWARE AS CLAY=
ON THE WHEEL (6 MINUTE READ) [20]=20
Just like when working with clay,=
when software doesn't work, you
throw it back, refine it, and spin again=
until it's right.=20
NETFLIX TO PAY ALL CASH FOR WARNER BROS. TO FEND =
OFF PARAMOUNT
HOSTILE TAKEOVER (8 MINUTE READ) [21]=20
Netflix origin=
ally planned to buy each Warner Bros. share with $23.25
in cash and $4.50=
in Netflix stock, but it has amended the deal to
sweeten the offer for s=
hareholders.=20
PIPENET (WEBSITE) [22]=20
pipenet is an alternative=
to localtunnel that bundles client and
server to host self-hosted tunnel=
infrastructure for full control over
security, domains, and availability=
.=20
Love TLDR? Tell your friends and get rewards!
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f INC.'S
BEST BOOTSTRAPPED BUSINESSES [28] of 2025.=20
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=09<body class=3D"">
=09=09<div style=3D"display: none; max-height: 0px; overflow: hidden;">Elon=
Musk's lawsuit against OpenAI has unveiled over 200 documents that of= fer an inside look into the relationship between OpenAI and Microsoft = =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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id=3D"together-with"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td align=3D"center" height=3D"20" style=3D"vertical-align:middle !importan= t;" valign=3D"middle" width=3D"100%"><strong style=3D"vertical-align:middle=
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https://images.tldr.tech/microsoftazure.png" valign=3D"middle" style=3D"ve= rtical-align: middle !important; height: 100%;" alt=3D"Microsoft Azure"></a= ></td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table st= yle=3D"table-layout: fixed; width:100%;" width=3D"100%"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;"=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div style=3D"text-align: center;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<h1><strong>TLDR <span id=3D"date">2026-01-21</span></strong></h1> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
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id=3D"sponsy-copy"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
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<strong>Feel like your tabs have ta= bs? (Sponsor)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Developer tool sprawl is real. You've g=
ot one tab for logs, another for metrics, half a dozen for cloud services, = and somewhere in there is the code you're actually trying to ship.<p></p><p= >=F0=9F=AB=A3 Stop playing hide-and-seek with your tools. <a href=3D"https:= //tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FNE= yzgk/3/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/C1wZxyI= TMZgnV_KU_DGoAG8PFtLwurlbl3lZNs8cAAM=3D441" rel=3D"noopener noreferrer nofo= llow" target=3D"_blank"><span>Microsoft Azure</span></a> brings together ev= erything you need to build and run software in a single workspace.</p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<p>Goodbye, hunting for the right dashboard. Hello, one unified view= =E2=80=94and a faster path to innovation.</p>
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https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flin= ks.tldrnewsletter.com%2FNEyzgk/4/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a= 8313bc8626e-000000/wZ-6aR_jRyx9RG8C073q9_3zNpB-f4VVZEalN9vZuOs=3D441" rel= =3D"noopener noreferrer nofollow" target=3D"_blank"><span>Simplify your sta=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1= ><strong>Big Tech & Startups</strong></h1> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table style=3D"table= -layout: fixed; width: 100%;" width=3D"100%"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D= "padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FWf7hlf/1/0100019be04bed71-fe= 0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/AqCwfpjsNKQhA13gkbSUcHhwMevHR8baH= RezVEynPPg=3D441">
<span>
<strong>The Microsoft-OpenAI Files:=
Internal documents reveal the realities of AI's defining alliance (27 minu=
te read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Elon Musk's lawsuit accusing OpenAI and=
its CEO Sam Altman of abandoning the nonprofit mission has unveiled over 2=
00 documents that offer an inside look into the relationship between OpenAI=
and Microsoft. Musk, an OpenAI co-founder, is seeking up to $134 billion i=
n damages, with a jury trial scheduled for this Spring. The files reveal ho=
w Microsoft pursued, rebuffed, and backed OpenAI at various moments over th=
e past decade. The previously undisclosed emails, messages, slide decks, re= ports, and deposition transcripts show how Microsoft ultimately shaped the = course of the lab that launched the generative AI era.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F01%2F20%2Fx-open-sources-its-al= gorithm-while-facing-a-transparency-fine-and-grok-controversies%2F%3Futm_so= urce=3Dtldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc862= 6e-000000/rW7M9gumQ5DTyGWcsXG7I49a5Qdk2LC1F8Die_wCS0A=3D441">
<span>
<strong>X open sources its algorith=
m while facing a transparency fine and Grok controversies (6 minute read)</= strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
X has open sourced its algorithm, givin=
g the world a peek behind the company's algorithmic curtain. The site's alg= orithm considers engagement history and surveys recent in-network posts whe=
n finding content for individual users. It conducts a machine-learning-base=
d analysis of 'out of network' posts that it believes the user might also f= ind appealing. The algorithm then filters out certain kinds of posts, as we=
ll as content deemed too violent or spam-like, and ranks the content based =
on what it thinks users will find most appealing.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=9A=80<= /span></div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1= ><strong>Science & Futuristic Technology</strong></h1> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table style=3D"table= -layout: fixed; width: 100%;" width=3D"100%"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D= "padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FHQOwBt/1/0100019be04bed71-fe= 0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/R3vIiirwnHSQSOFhXobZQ27imUcj3BER_= kP2JnNupo4=3D441">
<span>
<strong>Moderna, Merck Report Posit= ive Results From Cancer-Vaccine Study (1 minute read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
In a Phase 2b trial, Moderna and Merck'=
s cancer vaccine reduced the risk of relapse or death in melanoma patients =
by 49% when used in combination with Merck's immunotherapy Keytruda, compar=
ed to when using Keytruda alone. The results illustrate mRNA's potential in=
cancer care. The treatment continues to demonstrate sustained and clinical=
ly meaningful improvement. The companies are currently running eight Phase =
2 and Phase 3 clinical trials across multiple tumor types.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fspace%2F2026%2F01%2Fthe-first-commerc= ial-space-station-haven-1-is-now-undergoing-assembly-for-launch%2F%3Futm_so= urce=3Dtldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc862= 6e-000000/77rEocZ-AtPplYg0kwIYc8rQljw9xOY0StQH4gQ0QMI=3D441">
<span>
<strong>The first commercial space = station, Haven-1, is now undergoing assembly for launch (14 minute read)</s= trong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
The International Space Station is due =
to be decommissioned in less than five years, but NASA has yet to formally = publish rules and requirements for a potential replacement. There are curre= ntly four main contenders for NASA's commercial space station program: Voya= ger Technologies, Axiom Space, Blue Origin, and Vast Space. NASA is expecte=
d to select one or two of these companies for contracts later this year. Th=
is article contains an interview with Vast's chief executive, Max Haot. Vas=
t is currently building a smaller interim space station capable of short-du= ration stays called Haven-1.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=92=BB<= /span></div></div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1= ><strong>Programming, Design & Data Science</strong></h1> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table style=3D"table= -layout: fixed; width: 100%;" width=3D"100%"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D= "padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FePhqQc%3Futm_source=3Dtldrne= wsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/qUE= 3vQxL0m8oRkswWEwpcAslX1J7dxo-y0DGZOjF-EA=3D441">
<span>
<strong>=F0=9F=93=8A How many dashb= oards is too many? (Sponsor)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Every new monitoring tool, service, or = "quick integration" adds another dashboard to the pile=E2=80=94and before y=
ou know it, you're spending more time switching between tools than actually=
building. With <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2= F%2Flinks.tldrnewsletter.com%2FePhqQc/1/0100019be04bed71-fe0d2942-cc0e-41ec= -ac7c-a8313bc8626e-000000/vpy1MYAwA3NgXmqPd7obkNh1sn2F4IGmdtLW6lfWgY4=3D441=
" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Microsoft Az= ure</span></a>, your entire stack lives in one workspace: infrastructure, d= ata, AI, and more. <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https= :%2F%2Flinks.tldrnewsletter.com%2FePhqQc/2/0100019be04bed71-fe0d2942-cc0e-4= 1ec-ac7c-a8313bc8626e-000000/TZuAf03W2O6fIdaYauMw8xJTDxb3EGSxzivwkfEmqMM=3D= 441" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>See how A= zure brings it all together =E2=86=92</span></a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fcra.mr%2Fmcp-skills-and-agents%2F%3Futm_source=3Dtldrne= wsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/T8r= QpvG1zBN_NLwVibwdElHH7VtsyG2XJ6W6GQYQ638=3D441">
<span>
<strong>MCP, Skills, and Agents (10=
minute read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Harnesses are constantly improving by i= terating on what works well. However, every time someone releases a new beh= avior, the thought leaders of the internet determine that it has replaced a=
ll previous functionality. Developers should try both skills and MCP to lea=
rn the fundamentals of how the technology works and what that means for man= aging the context window. How the technologies shift in the future depends = entirely on the workflows they help people solve.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fskills.sh%2F%3Futm_source=3Dtldrnewsletter/1/0100019be0= 4bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/1lv244pY0zF4l916YUi8wYHz= _bFxdncR09evsa8a4jI=3D441">
<span>
<strong>Skills.sh (Website)</strong=
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Skills are reusable capabilities for AI=
agents. This site contains an open agent skills ecosystem with a collectio=
n of skills anyone can install with a single command to enhance their agent=
s with access to procedural knowledge. The site contains thousands of skill=
s. The index is searchable and shows how many times each skill has been ins= talled.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F=8E=81<= /span></div></div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong></div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table bgcolor=3D"" s= tyle=3D"table-layout: fixed; width: 100%;" width=3D"100%"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D= "padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.seangoedecke.com%2Faddicted-to-being-useful%2F%3Fut= m_source=3Dtldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313b= c8626e-000000/ozdBxUGpl00LKUnpAyCUEWE8B0af2-VDj-J3VBmhmcM=3D441">
<span>
<strong>I'm addicted to being usefu=
l (5 minute read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
People think software engineers are add= icted to being useful, driven by an addiction to solving puzzles, or drawn =
by power and money. What actually motivates software engineers is often mor=
e of an internal compulsion. It's worth figuring out what really motivates = you so that you can harness that compulsion most effectively.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fmuratbuffalo.blogspot.com%2F2026%2F01%2Fagentic-ai-and-= mythical-agent-month.html%3Futm_source=3Dtldrnewsletter/1/0100019be04bed71-= fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/cGre0l5Kyb4h8SEtkQLYsRkTvAfqZ8W= rQpWwGqLdYPE=3D441">
<span>
<strong>Agentic AI and The Mythical=
Agent-Month (6 minute read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
The concept of 'Scalable Agency', where=
a developer could theoretically spin up thousands of agents to complete ta= sks faster, relies on a flawed assumption that software engineering is an e= mbarrassingly parallel task. Context loading is not the same as common know= ledge, and reading tokens is not the same as understanding the causal chain=
of changes across a system. Adding manpower to a late software project mak=
es it later. Multi-agent systems do not escape this law, they simply hit th=
e wall of state-space explosion faster than humans do.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A=A1</sp= an></div></div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding-top: 0px; padding-bottom: 0px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div s= tyle=3D"text-align: center;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1= ><strong>Quick Links</strong></h1> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table bgcolor=3D"" s= tyle=3D"table-layout: fixed; width: 100%;" width=3D"100%"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D= "padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-= 602d30e5001e%3Futm_source=3Dtldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e= -41ec-ac7c-a8313bc8626e-000000/C5iEGnG7fScjfDvSKkNhRcS5MESrt32jrVa4Ok_TZig= =3D441">
<span>
<strong>TLDR is hiring a Senior Sof= tware Engineer, Applied AI ($200k-$300k, Fully Remote)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, 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 class=3D"c-lin=
k" href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq= .com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e/1/0100019be04bed71-= fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/AmrmOemWINGE5cqfjhnafpeBRKZOmHT= iFj7LwlTzZnU=3D441" rel=3D"noopener noreferrer" target=3D"_blank"><span>Lea=
rn more</span></a>. =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2Fpuffinsoft%2Fsyntux%3Futm_source=3Dtldrnew= sletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/ov4u= 3r6fAIzslzYq0OBbQcQ7-viPO20HKjkveeXhpaw=3D441">
<span>
<strong>syntux (GitHub Repo)</stron=
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
syntux is a generative UI library that =
is consistent and flexible.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.strangeloopcanon.com%2Fp%2Fthe-tragedy-of-the-agent= ic-commons%3Futm_source=3Dtldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e-4= 1ec-ac7c-a8313bc8626e-000000/YzoI6zlCB365_k02amamnzn7DFU848FKV2-d4-W3Yrs=3D= 441">
<span>
<strong>The Tragedy of the Agentic = Commons (18 minute read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
AI agents help facilitate better match = quality through centralized mechanisms in 'thin' markets.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.jbecker.dev%2Fresearch%2Fprediction-market-microstr= ucture%3Futm_source=3Dtldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-= ac7c-a8313bc8626e-000000/CWDwKV6O9F7VPeigtjMa9QjshxEOOCCYKQwZA-r5XLE=3D441"=
<span>
<strong>The Microstructure of Wealt=
h Transfer in Prediction Markets (26 minute read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Prediction markets are creating a syste= matic wealth transfer, where impulsive Takers pay a structural premium for = affirmative outcomes while Makers capture an 'Optimism Tax' simply by selli=
ng into this biased flow.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fdri.es%2Fsoftware-as-clay-on-the-wheel%3Futm_source=3Dt= ldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-00000= 0/NVQMvX9mQIuRXA72zdFiIEyU7tohvDQDjft-zqI5cNU=3D441">
<span>
<strong>Software as clay on the whe=
el (6 minute read)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Just like when working with clay, when = software doesn't work, you throw it back, refine it, and spin again until i= t's right.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Ftech-policy%2F2026%2F01%2Fnetflix-to-= pay-all-cash-for-warner-bros-to-fend-off-paramount-hostile-takeover%2F%3Fut= m_source=3Dtldrnewsletter/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313b= c8626e-000000/gl6fYBtRKsllbQObDWemgQAY7DiFz-LW-ivodgfJ8AI=3D441">
<span>
<strong>Netflix to pay all cash for=
Warner Bros. to fend off Paramount hostile takeover (8 minute read)</stron=
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
Netflix originally planned to buy each = Warner Bros. share with $23.25 in cash and $4.50 in Netflix stock, but it h=
as amended the deal to sweeten the offer for shareholders.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table al= ign=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"10=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= <td class=3D"container" style=3D"padding: 15px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09<div class=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fpipenet.dev%2F%3Futm_source=3Dtldrnewsletter/1/0100019b= e04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/Q0niKcZenJxl0hPOpAy7bm= 8CHKSJ0O7QfDGdF3EcbYs=3D441">
<span>
<strong>pipenet (Website)</strong>
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<br> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09<span style=3D"font-family: "Helvetica Neue", Helvetica, Ar= ial, Verdana, sans-serif;">
pipenet is an alternative to localtunne=
l that bundles client and server to host self-hosted tunnel infrastructure = for full control over security, domains, and availability.
</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09=09</span> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= =09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09= </td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</t=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09 =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D= "left" style=3D"word-break: break-word; vertical-align: top; padding: 5px 1= 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style= =3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.=
6; font-weight: bold;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Love T= LDR? Tell your friends and get rewards! =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</p> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D= "container" style=3D"padding: 0px 10px 15px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Share = your referral link below with friends to get free TLDR swag! =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D= "left" style=3D"padding: 10px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<a hre= f=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Frefer.tldr.tech%2F= 66662a80%2F/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/= x1l1Ng-mOVkXk9kuDHoKvwqoG6DUE862l_jZjIRir6o=3D441" style=3D"color: #464ba4;=
text-decoration: underline;">
https://refer.tldr.tech/66662a80/</a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr></tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D= "left" style=3D"padding:5px 10px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<a href= =3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhub.sparklp.co%2Fsu= b_e87ba9c7d7c0%2F1/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-= 000000/M_r88W8TTzc-SfTKF-xudbE83n_-1r2TOFqIFr_0F0U=3D441" style=3D"font-siz=
e: 16px; line-height: 1.6; padding: 10px 0; display: inline-block; text-d= ecoration: underline;"><span style=3D"mso-text-raise:13pt; text-decoration:=
underline;">Track your referrals here.</span></a> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"cente=
r" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"1= 00%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D= "left" style=3D"word-break: break-word; vertical-align: top; padding: 5px 1= 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style= =3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.=
6; font-weight: bold;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Want t=
o advertise in TLDR? =F0=9F=93=B0 =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</p> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block" style=3D"margin-top: 10px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09If you=
r company is interested in reaching an audience of tech executives, decisio= n-makers and engineers, you may want to <a href=3D"
https://tracking.tldrnew= sletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26ut= m_medium=3Dnewsletter%26utm_campaign=3Dadvertisecta/1/0100019be04bed71-fe0d= 2942-cc0e-41ec-ac7c-a8313bc8626e-000000/DmBQ0JOmPEBINs6k4ogYc9QaiCYUDMG62Ir= Wt6a2ghQ=3D441"><strong><span>advertise with us</span></strong></a>. =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<!-- New = "Want to work at TLDR?" section -->
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style= =3D"padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.=
6; font-weight: bold;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Want t=
o work at TLDR? =F0=9F=92=BC =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</p> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div clas= s=3D"text-block" style=3D"margin-top: 10px;"> =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<a hre= f=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2= Ftldr.tech/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/A= my3l3VZhVMZ7PllCMKvKGQaQNC9TioOuskwLah-IRg=3D441" rel=3D"noopener noreferre=
r" style=3D"color: #0000EE; text-decoration: underline;" target=3D"_blank">= <strong>Apply here</strong></a>, =09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<a hre= f=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2= Ftldr.tech%2Fc227b917-a6a4-40ce-8950-d3e165357871/1/0100019be04bed71-fe0d29= 42-cc0e-41ec-ac7c-a8313bc8626e-000000/dhoI2GOm_uaYf8Qoez1IzbDoUcJSG3Kv7jdBM= fp-6m0=3D441" rel=3D"noopener noreferrer" style=3D"color: #0000EE; text-dec= oration: underline;" target=3D"_blank"><strong>create your own role</strong= ></a> or send a friend's resume to <a href=3D"mailto:
jobs@tldr.tech" style= =3D"color: #0000EE; text-decoration: underline;">
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