Subj : Microsoft OpenAI docs leak 📄, X open sources algo 👨‍💻, MCP vs Skills vs Agents 🤖
To   : All
From : TLDR
Date : Wed Jan 21 2026 11:23 am

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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=
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=C2=A0


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 =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]
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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

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IRING A SENIOR SOFTWARE ENGINEER, APPLIED AI ($200K-$300K,
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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=
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sweeten the offer for s=
hareholders.=20

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=09=09<div style=3D"display: none; max-height: 0px; overflow: hidden;">Elon=
 Musk&#039;s lawsuit against OpenAI has unveiled over 200 documents that of=
fer an inside look into the relationship between OpenAI and Microsoft&nbsp;=
=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=
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=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=
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&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;</div>

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: 30px;"><span data-darkreader-inline-color=3D"" style=3D"color: rgb(232, 1=
92, 96) !important; --darkreader-inline-color:#e8c163; font-size:30px;">L</=
span><span data-darkreader-inline-color=3D"" style=3D"color: rgb(101, 195, =
173) !important; --darkreader-inline-color:#6ec7b2; font-size:30px;">D</spa=
n></span><span data-darkreader-inline-color=3D"" style=3D"--darkreader-inli=
ne-color:#dd6e6e; color: rgb(220, 107, 107) !important; font-size: 30px;">R=
</span>
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</td>
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r>
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y>
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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<br>

=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" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0=
" 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=
>
=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=
 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=
 !important; height: 100%;">Together With </strong>
=09=09=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 href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tld=
rnewsletter.com%2FNEyzgk/1/0100019be04bed71-fe0d2942-cc0e-41ec-ac7c-a8313bc=
8626e-000000/kp5Z1jrCK37i3_5hy0OAwLUNjiL6u12gvWm0rCq4PB0=3D441"><img src=3D=
"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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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 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=
>
=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 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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 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=
>
=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=
 id=3D"sponsy-copy">
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<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%2FNEyzgk/2/0100019be04bed71-fe=
0d2942-cc0e-41ec-ac7c-a8313bc8626e-000000/C7lycnHty1iKG7dDOmdq915PUS2azqqGI=
5L9R0rEmUA=3D441">
                                    <span>
                                        <strong>Feel like your tabs have ta=
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=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: &quot;Helvetica Neue&quot;, 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>

=09=09=09=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><a href=3D"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=
ck with Azure =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</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</span></span></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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=09=09=09=
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
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=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</td>
=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<tr bgcolor=3D"">
=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"container">

=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"center" bgcolor=
=3D"" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" width=3D"100%">
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D"padding: 0p=
x;">

=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=93=B1<=
/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%">
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=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>Big Tech &amp; 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=
op">

=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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>
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r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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 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: &quot;Helvetica Neue&quot;, 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>
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r>
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y>
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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>
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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</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>
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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</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 &amp; 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=
op">

=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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>
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r>
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y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
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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=92=BB<=
/span></div></div>
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=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 &amp; 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=
op">

=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=
0%">
=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?&nbsp;(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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
op">

=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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>
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</td>
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r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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>
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r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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>
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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</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>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
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=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>
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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</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>
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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 style=3D=
"padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign=3D"t=
op">

=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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.&nbsp;<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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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=
g>
                                    </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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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=
g>
                                    </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: &quot;Helvetica Neue&quot;, 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=
r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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=
0%">
=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: &quot;Helvetica Neue&quot;, 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>
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r>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbod=
y>
=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>
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"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=
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=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=
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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<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>
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=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>
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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<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>
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=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>
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"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>
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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</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>
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"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
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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<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=
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