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Claude can now take control of a computer to perform tasks. It can
manual=
ly perform tasks by typing or moving the
cursor=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0
Sign =
Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=20
=09=09TOGETHER=
WITH [Orkes] [4]
TLDR 2026-03-24
TECHNICAL WEBINAR: THE 4-LAYER=
PRODUCTION AI STACK FOR AGENTS THAT
ACTUALLY DELIVER (SPONSOR) [4]=20
=
Most enterprise teams are still building agents that work in demos
bu=
t fail in production. The problem isn't the model. It's the missing
found=
ation around it.
Agents built in isolation can't deliver real business=
outcomes without
orchestration, reliability, and governance. In this web=
inar [4], Orkes
breaks down the four layers leading engineering teams are=
using to
take agents from prototype to production:
=09* TOOL CONNE=
CTIVITY WITH MCP =E2=80=93 Turn existing APIs, microservices,
and workflo=
ws into agent-ready tools without replatforming
=09* AGENT BUILD LAYER =
=E2=80=93 Rapidly design and iterate on agentic
workflows
=09* DURABLE=
EXECUTION =E2=80=93 Run agents on a fault-tolerant, scalable
orchestrati=
on runtime [4]
=09* OBSERVABILITY AND GOVERNANCE =E2=80=93 Track, audit,=
and control every
agent decision
SAVE YOUR SPOT=C2=A0FOR APRIL 1=
6TH [4]
=F0=9F=93=B1=20
BIG TECH & STARTUPS
ANTHROPIC'S CLAUD=
E CAN NOW CONTROL YOUR COMPUTER (3 MINUTE READ) [5]=20
Claude can now t=
ake control of a computer to perform tasks for Claude
Pro and Claude Max =
users on macOS. It can manually perform tasks by
typing or moving the cur=
sor and use programs like web browsers, dev
tools, and file browsers. The=
agent will always ask for permission
before performing tasks, and users =
can stop the agent from performing
a task at any time. Anthropic has impl=
emented safeguards to minimize
risks like prompt injections.=20
MORE =
MAGIC MATH FROM OPENAI? (3 MINUTE READ) [6]=20
OpenAI is offering 17.5%=
guaranteed returns to private equity firms.
It is likely offering the de=
al because the company needs money, and
private equity is the last large =
pool of capital it can tap. No
healthy business needs to offer the terms =
that OpenAI is offering. The
need for cash is real.=20
=F0=9F=9A=80 =
SCIENCE & FUTURISTIC TECHNOLOGY
ALPHABET'S DRONE DELIVERY START=
UP, WING, EXPANDS SERVICE TO THE BAY
AREA (1 MINUTE READ) [7]=20
Wing=
is bringing its ultra-fast residential drone delivery service to
the Bay=
Area. The company currently operates in limited areas of
Atlanta, Charlo=
tte, Houston, and Dallas-Fort Worth. It has completed
more than 750,000 d=
eliveries. Users can get drone delivery through
eligible apps like Walmar=
t and DoorDash, as well as Wing's own
marketplace.=20
DESIGNING AI FO=
R DISRUPTIVE SCIENCE (27 MINUTE READ) [8]=20
There is hope that, if we =
build systems with much stronger general
reasoning, discovery will follow=
as a near-automatic consequence, but
there is no guarantee that this wil=
l happen. Many technologies have
promised radical scientific acceleration=
yet failed to do so. For
example, the Internet has made it much easier t=
o search and
collaborate, but revolution has not largely emerged at scale=
, mostly
because of deeper inefficiencies in how science is organized. Th=
ere is
even evidence that online journals narrow what researchers read an=
d
cite, potentially accelerating consensus instead of expanding the
spa=
ce of ideas explored.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIGN & DATA S=
CIENCE
RAW MEETING NOTES + GRANOLA =3D AWESOME, RICH CONTEXT. NO AWKW=
ARD
MEETING BOT REQUIRED (SPONSOR) [9]=20
Ever notice how AI transcri=
ption bots miss the big picture? Granola
[10] takes your raw meeting note=
s and enriches them so you get the
information you actually need from eac=
h call. REPLIT, VERCEL, and
POSTHOG use it to auto-create pitches, standu=
ps, and strategy docs.
TLDR readers get 1 month free with code: TLDR1MO [=
10]=20
CQ: STACK OVERFLOW FOR AGENTS (5 MINUTE READ) [11]=20
cq is =
a way for agents to share the useful knowledge they have
locally for the =
benefit of other agents. It allows agents to share
knowledge, with other =
agents confirming what works and flagging what's
gone stale. This stops a=
gents from wasting tokens on what doesn't
work. The more knowledge the ag=
ents share, the better they all get.=20
HOW WE MADE RAMP SHEETS SELF-MA=
INTAINING (9 MINUTE READ) [12]=20
Ramp built an agentic system to maint=
ain Ramp Sheets that
continuously monitors production, triages alerts, an=
d proposes fixes
without human intervention. All code still requires engi=
neer review
before it is merged. This article explains how the team built=
the
system. Strong observability and QA means fewer bugs, less downtime,=
and a better experience for Ramp customers, and agents make exhaustive=
monitoring feasible at a production scale.=20
=F0=9F=8E=81=20
MISC=
ELLANEOUS
THERE ARE ONLY TWO PATHS LEFT FOR SOFTWARE (13 MINUTE READ)=
[13]=20
Public markets are saying that software is not as valuable as =
it used
to be. CEOs need to either accelerate revenue growth by 10+ perce=
ntage
points, year over year, through genuinely new AI-native products ov=
er
the course of the next 12-18 months, or rebuild their companies to
4=
0%+ true operating margins, including stock-based compensation. By
the en=
d of next year, everything between those paths of high growth
and high pr=
ofits will look like no-man's land. CEOs today need clear
initiatives to =
drive toward one of these outcomes.=20
HOW NVIDIA KEEPS ITS IRON GRIP O=
N THE AI BOOM (14 MINUTE READ) [14]=20
Nvidia generates more profit tha=
n almost any other public company on
the planet, thanks to the astronomic=
al demand for its chips prompted
by the global AI boom. It has used its f=
unds to become the industry's
most powerful financier. The company's deal=
s have grown the broader AI
ecosystem by providing the crucial financing =
backing for companies
crushed by the high costs of building the technolog=
y. It also keeps
customers hooked on Nvidia's products and steers them aw=
ay from rival
chipmakers.=20
=E2=9A=A1=20
QUICK LINKS
TRY LIG=
HTFIELD THE CRM THAT CAPTURES EVERY CALL AND EMAIL
AUTOMATICALLY, FOR 3 M=
ONTHS - FREE (SPONSOR) [15]=20
Ask any question about your customers an=
d get cited answers from real
conversations. No data entry required. Use =
code TLDRTQL23 for 3 months
free [15].=20
THE BROKEN ECONOMICS OF DAT=
ABASES (14 MINUTE READ) [16]=20
Database vendors have incentives that p=
ush them away from simplicity
and toward defensibility, which results in =
products that get worse
over time.=20
AUTORESEARCH ON AN OLD RESEARCH=
IDEA (7 MINUTE READ) [17]=20
Autoresearch is effective when the search=
space is clearly defined,
but it falls apart when entering into unknown =
territory.=20
MARKDOWN ATE THE WORLD (13 MINUTE READ) [18]=20
Markd=
own is easy to write and produces an output that is consumable
in a unive=
rsal and highly performant way that requires nothing except
access to a w=
eb browser.=20
MAKE SMARTER APPLICATION DECISIONS WITH AZURE COPILOT MI=
GRATION AGENT
(SPONSOR) [19]=20
Stop guessing what to modernize. This=
playbook from Microsoft's Azure
Copilot Migration Agent team gives you s=
trategies to decide what to
re-platform, refactor, and what to leave as i=
s. Try it
yourself=E2=80=93download a copy today. [20]=20
ARROWJS (WE=
BSITE) [21]=20
ArrowJS is a fast, type-safe UI framework for the agenti=
c era with
zero dependencies.=20
AUTO-DREAM (1 MINUTE READ) [22]=20
=
Claude Code has a new feature called Auto-dream that basically runs a=
sub-agent periodically to consolidate Claude's memory files for better=
long-term storage.=20
Love TLDR? Tell your friends and get rewards!=
Share your referral link below with friends to get free TLDR swag! =
https://refer.tldr.tech/66662a80/ [23]=20
=09=09 Track your refer=
rals here. [24]=20
Want to advertise in TLDR? =F0=9F=93=B0
If your=
company is interested in reaching an audience of tech
executives, decisi=
on-makers and engineers, you may want to ADVERTISE
WITH US [25].=20
Wa=
nt to work at TLDR? =F0=9F=92=BC
APPLY HERE [26], CREATE YOUR OWN ROL=
E [27] or send a friend's resume
to
jobs@tldr.tech and get $1k if we hire=
them! TLDR is one of INC.'S
BEST BOOTSTRAPPED BUSINESSES [28] of 2025. =
If you have any comments or feedback, just respond to this email! =
Thanks for reading,=20
Dan Ni [29] & Stephen Flanders [30]=20
Man=
age your subscriptions [31] to our other newsletters on tech,
startups, a=
nd programming. Or if TLDR isn't for you, please
unsubscribe [32].=20
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Claude can=
now take control of a computer to perform tasks. It can manually perform t= asks by typing or moving the cursor =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&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;</div>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2026-03-24</span></strong></h1>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Forkes.io%2Fwebinars%2Fthe-4-layer-production-stack-ever= y-ai-agent-needs%3Futm_campaign=3DTLDR%2520primary%26utm_source=3DNewslette= r%26utm_medium=3Demail/2/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83= be0-000000/xgr-ikd3jV1JxEXSj141A8z1cp0ANgSCnXG33ZumZUM=3D449">
<span>
<strong>Technical Webinar: The 4-La= yer Production AI Stack for Agents That Actually Deliver (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Most enterprise teams are still buildin=
g agents that work in demos but fail in production. The problem isn't the m= odel. It's the missing foundation around it.<p></p><p>Agents built in isola= tion can't deliver real business outcomes without orchestration, reliabilit=
y, and governance. <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https= :%2F%2Forkes.io%2Fwebinars%2Fthe-4-layer-production-stack-every-ai-agent-ne= eds%3Futm_campaign=3DTLDR%2520primary%26utm_source=3DNewsletter%26utm_mediu= m=3Demail/3/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/dc= BHTYzYNIOVGpUHRJAPuORnj9Z8kOt_kxIy_QUH-PY=3D449" rel=3D"noopener noreferrer=
nofollow" target=3D"_blank"><span>In this webinar</span></a>, Orkes breaks=
down the four layers leading engineering teams are using to take agents fr=
om prototype to production:</p>
<li><strong>Tool Connectivity with MCP</strong> =E2=80=93 Turn existing API=
s, microservices, and workflows into agent-ready tools without replatformin= g</li>
<li><strong>Agent Build Layer</strong> =E2=80=93 Rapidly design and iterate=
on agentic workflows</li>
<li><strong>Durable Execution</strong> =E2=80=93 Run agents on a fault-tole= rant, <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Forkes.= io%2Fwebinars%2Fthe-4-layer-production-stack-every-ai-agent-needs%3Futm_cam= paign=3DTLDR%2520primary%26utm_source=3DNewsletter%26utm_medium=3Demail/4/0= 100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/0mi7buzfQpoiJCB= qBHxZi6qTYzqanpLuYwm9YsXoSZ8=3D449" rel=3D"noopener noreferrer nofollow" ta= rget=3D"_blank"><span>scalable orchestration runtime</span></a></li> <li><strong>Observability and Governance</strong> =E2=80=93 Track, audit, a=
nd control every agent decision</li>
</ul>
<p>>> <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2F= orkes.io%2Fwebinars%2Fthe-4-layer-production-stack-every-ai-agent-needs%3Fu= tm_campaign=3DTLDR%2520primary%26utm_source=3DNewsletter%26utm_medium=3Dema= il/5/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/7uWwEOgJe= Aaic5uuWHFTZlKoypNka0c603O3T0jMQMY=3D449" rel=3D"noopener noreferrer nofoll= ow" target=3D"_blank"><span><strong>Save your spot for April 16th</str= ong></span></a>
</span></span></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Big Tech & Startups</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnet.com%2Ftech%2Fservices-and-software%2Fclaude-co= ntrol-your-computer-to-perform-tasks%2F%3Futm_source=3Dtldrnewsletter/1/010= 0019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/Qtl3B6FO6Ttc_JHQB= j6LDMyvko-KB3YHch2069ZsI3M=3D449">
<span>
<strong>Anthropic's Claude Can Now = Control Your Computer (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Claude can now take control of a comput=
er to perform tasks for Claude Pro and Claude Max users on macOS. It can ma= nually perform tasks by typing or moving the cursor and use programs like w=
eb browsers, dev tools, and file browsers. The agent will always ask for pe= rmission before performing tasks, and users can stop the agent from perform= ing a task at any time. Anthropic has implemented safeguards to minimize ri= sks like prompt injections.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fom.co%2F2026%2F03%2F23%2Fmore-magic-math-from-openai%2F= %3Futm_source=3Dtldrnewsletter/1/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7= 379fab83be0-000000/QsPBnxiq5BZrsY1W363QjPsYmca_vwhjDjCg5VOdKyQ=3D449">
<span>
<strong>More Magic Math from OpenAI=
? (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI is offering 17.5% guaranteed ret= urns to private equity firms. It is likely offering the deal because the co= mpany needs money, and private equity is the last large pool of capital it = can tap. No healthy business needs to offer the terms that OpenAI is offeri= ng. The need for cash is real.
</span>
</span>
</div>
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</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Science & Futuristic Technology</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fsherwood.news%2Ftech%2Falphabets-drone-delivery-startup= -wing-expands-service-to-the-bay-area%2F%3Futm_source=3Dtldrnewsletter/1/01= 00019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/39QbmSuUohLdY39m= XYGt6x0COahMcsKtD9aDYl1p6kg=3D449">
<span>
<strong>Alphabet's drone delivery s= tartup, Wing, expands service to the Bay Area (1 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Wing is bringing its ultra-fast residen= tial drone delivery service to the Bay Area. The company currently operates=
in limited areas of Atlanta, Charlotte, Houston, and Dallas-Fort Worth. It=
has completed more than 750,000 deliveries. Users can get drone delivery t= hrough eligible apps like Walmart and DoorDash, as well as Wing's own marke= tplace.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.asimov.press%2Fp%2Fai-science%3Futm_source=3Dtldrne= wsletter/1/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/CO3= jppGxwH9sFEbF4M0ssz9ikpv-AYQi0Vqw18ZLDlU=3D449">
<span>
<strong>Designing AI for Disruptive=
Science (27 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
There is hope that, if we build systems=
with much stronger general reasoning, discovery will follow as a near-auto= matic consequence, but there is no guarantee that this will happen. Many te= chnologies have promised radical scientific acceleration yet failed to do s=
o. For example, the Internet has made it much easier to search and collabor= ate, but revolution has not largely emerged at scale, mostly because of dee= per inefficiencies in how science is organized. There is even evidence that=
online journals narrow what researchers read and cite, potentially acceler= ating consensus instead of expanding the space of ideas explored.
</span>
</span>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgo.granola.ai%2Fadops-tldr-tech%3Futm_source=3Dtldrnews= letter/1/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/9c8tP= cCGO-z_73D9EowiSQnVLnb-3QhbZ1ckebOr3ag=3D449">
<span>
<strong>Raw meeting notes + Granola=
=3D awesome, rich context. No awkward meeting bot required (Sponsor)</stro=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ever notice how AI transcription bots m= iss the big picture? <a href=3D"
https://tracking.tldrnewsletter.com/CL0/htt= ps:%2F%2Fgo.granola.ai%2Fadops-tldr-tech/1/0100019d1f5fbbe2-730ca7e0-73ad-4= 3f5-b2cb-7379fab83be0-000000/rRQN8YHr8j-rDVW21_IPL3poNYpEI2MUVvbk4rjTPdQ=3D= 449" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Granola</= span></a> takes your raw meeting notes and enriches them so you get the inf= ormation you actually need from each call. <strong>Replit</strong>, <strong= >Vercel</strong>, and <strong>PostHog</strong> use it to auto-create pitche=
s, standups, and strategy docs. TLDR readers get <a href=3D"
https://trackin= g.tldrnewsletter.com/CL0/https:%2F%2Fgo.granola.ai%2Fadops-tldr-tech/2/0100= 019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/qQrtXbj2OUT_t5V0EM= dCG9ej-DfZcn1AIYMEewbVgrA=3D449" rel=3D"noopener noreferrer nofollow" targe= t=3D"_blank"><span>1 month free with code: TLDR1MO</span></a>
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fblog.mozilla.ai%2Fcq-stack-overflow-for-agents%2F%3Futm= _source=3Dtldrnewsletter/1/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab= 83be0-000000/W0Xl82nssD_zMCpxiee7X51Guuim0l_OK4i0u-0UP9U=3D449">
<span>
<strong>cq: Stack Overflow for Agen=
ts (5 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
cq is a way for agents to share the use= ful knowledge they have locally for the benefit of other agents. It allows = agents to share knowledge, with other agents confirming what works and flag= ging what's gone stale. This stops agents from wasting tokens on what doesn=
't work. The more knowledge the agents share, the better they all get.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FKNphXj/1/0100019d1f5fbbe2-73= 0ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/TYjKR7v5exF81adReYZMWZcCTkYFw1PLy= Z-Gi4qKmNM=3D449">
<span>
<strong>How we made Ramp Sheets sel= f-maintaining (9 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Ramp built an agentic system to maintai=
n Ramp Sheets that continuously monitors production, triages alerts, and pr= oposes fixes without human intervention. All code still requires engineer r= eview before it is merged. This article explains how the team built the sys= tem. Strong observability and QA means fewer bugs, less downtime, and a bet= ter experience for Ramp customers, and agents make exhaustive monitoring fe= asible at a production scale.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>
<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F44HNuB/1/0100019d1f5fbbe2-73= 0ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/pIPoWC8D3lKqtCn66qvXnvgeIZExccvHU= fA2EgryDCs=3D449">
<span>
<strong>There are only two paths le=
ft for software (13 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Public markets are saying that software=
is not as valuable as it used to be. CEOs need to either accelerate revenu=
e growth by 10+ percentage points, year over year, through genuinely new AI= -native products over the course of the next 12-18 months, or rebuild their=
companies to 40%+ true operating margins, including stock-based compensati= on. By the end of next year, everything between those paths of high growth = and high profits will look like no-man's land. CEOs today need clear initia= tives to drive toward one of these outcomes.
</span>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
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<strong>How Nvidia Keeps Its Iron G= rip on the AI Boom (14 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Nvidia generates more profit than almos=
t any other public company on the planet, thanks to the astronomical demand=
for its chips prompted by the global AI boom. It has used its funds to bec= ome the industry's most powerful financier. The company's deals have grown = the broader AI ecosystem by providing the crucial financing backing for com= panies crushed by the high costs of building the technology. It also keeps = customers hooked on Nvidia's products and steers them away from rival chipm= akers.
</span>
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<h1><strong>Quick Links</strong></h1>
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https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.bitsxpages.com%2Fp%2Fthe-broken-economics-of-databa= ses%3Futm_source=3Dtldrnewsletter/1/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2c= b-7379fab83be0-000000/tv_PlrtgHy7MqsD0X97uy5M4dCj590SXZUZRSRUTjLY=3D449">
<span>
<strong>The broken economics of dat= abases (14 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Database vendors have incentives that p= ush them away from simplicity and toward defensibility, which results in pr= oducts that get worse over time.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fykumar.me%2Fblog%2Feclip-autoresearch%2F%3Futm_source= =3Dtldrnewsletter/1/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-0= 00000/WMKSLVe6-gBVOy2t9W18SWbQ2cpKQuob2Zslvmdq6-E=3D449">
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<strong>Autoresearch on an old rese= arch idea (7 minute read)</strong>
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Autoresearch is effective when the sear=
ch space is clearly defined, but it falls apart when entering into unknown = territory.
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fmatduggan.com%2Fmarkdown-ate-the-world%2F%3Futm_source= =3Dtldrnewsletter/1/0100019d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-0= 00000/gIaoWFdcHui6jkpXdxuCqD_jejGXqTWxSycl9Bf-0qs=3D449">
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<strong>Markdown Ate The World (13 = minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Markdown is easy to write and produces =
an output that is consumable in a universal and highly performant way that = requires nothing except access to a web browser.
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<a href=3D"
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<strong>Make smarter application de= cisions with Azure Copilot Migration Agent (Sponsor)</strong>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farrow-js.com%2F%3Futm_source=3Dtldrnewsletter/1/0100019= d1f5fbbe2-730ca7e0-73ad-43f5-b2cb-7379fab83be0-000000/MP97QTMXkjYjiUwAp9fls= 5rtXGIwMgfBvMEEMV7fIt0=3D449">
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<strong>ArrowJS (Website)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
ArrowJS is a fast, type-safe UI framewo=
rk for the agentic era with zero dependencies.
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</span>
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<strong>Auto-dream (1 minute read)<= /strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Claude Code has a new feature called Au= to-dream that basically runs a sub-agent periodically to consolidate Claude=
's memory files for better long-term storage.
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