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Apple quietly formed a new team called Answers, Knowledge, and
Informatio=
n earlier this year. The group is exploring a number of
in-house AI
ser=
vices=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0
Sign Up [1] |Advertise [2]|View Online [3]=20
=
=09=09TLDR
=09=09TOGETHER WITH [Vanta] [4]
TLDR 2025-08-04
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=F0=9F=93=
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BIG TECH & STARTUPS
APPLE'S NEW =E2=80=98ANSWERS' TEAM EYES=
CHATGPT-LIKE PRODUCT IN AI PUSH (12
MINUTE READ) [5]=20
Apple quietl=
y formed a new team called Answers, Knowledge, and
Information earlier th=
is year. The group is exploring a number of
in-house AI services with the=
goal of creating a new ChatGPT-like
search experience. Apple recently st=
arted advertising job openings for
the team, with several listings specif=
ically mentioning experience
with search algorithms and engine developmen=
t.=20
REDDIT PLANS TO UNIFY ITS SEARCH INTERFACE AS IT LOOKS TO BECOME =
A
SEARCH ENGINE (2 MINUTE READ) [6]=20
Reddit has ambitions to become=
the go-to search engine people use.
Its search function has more than 70=
million weekly users, and Reddit
Answers, its AI-powered Q&A product, is=
now used by 6 million people.
Reddit Answers is currently available in a=
dozen countries. The
company wants to eventually unify the core search f=
unction with Reddit
Season certificates and redesign its app to have the =
search box be
more prominently visible.=20
=F0=9F=9A=80=20
SCIENCE =
& FUTURISTIC TECHNOLOGY
THESE DRONES DROP BURNING BALLS IN THE FOREST=
TO CONTROL WILDFIRES (8
MINUTE READ) [7]=20
One of the oldest method=
s of preventing wildfires is doing controlled
burns, which preemptively r=
emove leaves, dead branches, and other dry
materials. Nebraska-based star=
tup Drone Amplify uses small quadcopter
drones carrying hundreds of ping-=
pong ball-sized combustible eggs to
ignite small, trackable, and containe=
d fires. Its drones are currently
operating more than 200 systems in the =
US, Canada, Germany, and
Australia. Using drones enables better monitorin=
g as well as nighttime
operations.=20
SYNTHETIC E. COLI WITH COMPRESS=
ED DNA OUTSMARTS VIRUSES IN RADICAL
GENETIC LEAP (4 MINUTE READ) [8]=20
=
Researchers at Cambridge have created synthetic E. coli bacteria with=
just 57 codons - virtually all known life has 64. Syn57 has the most
r=
adically compressed genetic code ever built. The technique used to
create=
the strain opens up the possibility of future organisms that
can create =
unnatural materials and virus-resistant biofactories. Syn57
may be immune=
to many viruses, as viruses rely on the host's genetic
code to replicate=
.=20
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DEEP AGENTS (GITHUB REPO) [13]=20
Deep Agents is a Python packag=
e that implements a planning tool, sub
agents, access to a file system, a=
nd detailed prompts in a general
purpose way so that developers can easil=
y create deep agents for their
applications. The project was primarily in=
spired by Claude Code and
was initially an attempt to see what made Claud=
e Code general purpose.
HOW TO WRITE A GOOD DESIGN DOCUMENT (7 MIN=
UTE READ) [14]=20
A design document is a technical report that outlines=
the
implementation strategy of a system in the context of trade-offs and=
constraints. The goal of a design document is to convince the reader
t=
hat the design is optimal given the situation. The act of writing a
desig=
n document helps the author think through designs and add
substance to ot=
herwise vague intuitions. This post walks through how
to write high quali=
ty design documents.=20
=F0=9F=8E=81=20
MISCELLANEOUS
APPLE CEO=
TELLS STAFF AI IS =E2=80=98OURS TO GRAB' IN HOURLONG PEP TALK (7
MINUTE =
READ) [15]=20
Apple CEO Tim Cook recently rallied employees around the =
company's
artificial intelligence prospects at a rare all-hands meeting=
following earnings results. He told staff at the meeting that the AI
r=
evolution is as big or bigger than the internet, smartphones, cloud
compu=
ting, and apps. Apple was late to AI, and its AI tools fell flat
when the=
y were finally released. However, Cook noted that while Apple
is typicall=
y late to promising new technologies, it invents the modern
versions of t=
hose product categories.=20
ANTHROPIC CUTS OFF OPENAI'S ACCESS TO ITS C=
LAUDE MODELS (1 MINUTE
READ) [16]=20
Anthropic has revoked OpenAI's a=
ccess to its Claude family of AI
models due to a direct violation of its =
terms of service. OpenAI was
connecting Claude to its internal tools to c=
ompare its performance to
OpenAI's own models in categories like coding, =
writing, and safety.
Its technical staff were also using Anthropic's codi=
ng tools. An
OpenAI spokesperson described the company's usage as 'indust=
ry
standard'. OpenAI's API remains available to Anthropic.=20
=
=E2=9A=A1=20
QUICK LINKS
GOOGLE ROLLS OUT GEMINI DEEP THINK AI, A =
REASONING MODEL THAT TESTS
MULTIPLE IDEAS IN PARALLEL (5 MINUTE READ) [17=
]=20
Google Ultra subscribers will gain access to Gemini 2.5 Deep Think=
,
Google's most advanced AI reasoning model, in the Gemini app on
Frida=
y.=20
FULL-BREADTH DEVELOPERS (17 MINUTE READ) [18]=20
Developers w=
ith both technical and product capabilities stand to gain
as clear winner=
s in the age of AI.=20
THE BEST ADVICE I GOT AT PAGERDUTY (4 MINUTE REA=
D) [19]=20
Seven bits of advice gained over seven years.=20
HIDING =
SECRET CODES IN LIGHT PROTECTS AGAINST FAKE VIDEOS (4 MINUTE
READ) [20] =
Researchers at Cornell have developed a way to watermark light in
=
videos, making it possible to detect if a video is fake or has been
manip=
ulated.=20
BING IS GROWING WITH THE HELP OF AI AS GOOGLE SLIGHTLY SHRIN=
KS (2
MINUTE READ) [21]=20
Bing is the search backend for some AI age=
nts, such as ChatGPT and
Meta AI, giving its numbers a bit of a boost. =
ELON MUSK IS BRINGING BACK VINE'S ARCHIVES THAT WERE THOUGHT TO BE=
LOST MEDIA (3 MINUTE READ) [22]=20
Twitter bought Vine almost a deca=
de ago.=20
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[6]
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[7]
https://www.popsci.com/t= echnology/drones-wildfires/?utm_source=3Dtldrnewsletter
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https://justin.searls.co/posts/full-breadth-developers/?ut= m_source=3Dtldrnewsletter
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[22]
https://www.dexerto.com/entertainment/elon-musk-is-bringin= g-back-vines-archives-that-were-thought-to-be-lost-media-3233479/?utm_sourc= e=3Dtldrnewsletter
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple quie= tly formed a new team called Answers, Knowledge, and Information earlier th=
is year. The group is exploring a number of in-house AI services =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&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 </div>
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<a href=3D"
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https://i= mages.tldr.tech/vanta50.png" valign=3D"middle" style=3D"vertical-align: mid= dle !important; height: 100%;" alt=3D"Vanta"></a></td></tr></tbody></table>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2025-08-04</span></strong></h1>
</div>
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id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.vanta.com%2Fwebinars%2Fproduct-demo-automating-comp= liance-for-soc-2-iso-27001-hipaa-and-more-aug-20%3Futm_campaign=3Dlive-demo= %26utm_source=3Dtldr%26utm_medium=3Dnewsletter/2/0100019874b3280b-706ea71d-= 09c0-46b6-9505-cdc019b80d9d-000000/JrWMAdchmlfunDhlS3-n_YiIdKmb1UspM-Nd6wgz= odU=3D416">
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<strong>Get Audit-Ready Fast with V= anta's Compliance Automation (Sponsor)</strong>
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Whether you're a fast-growing startup o=
r an established security team, <a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.vanta.com%2Fwebinars%2Fproduct-demo-automating-comp= liance-for-soc-2-iso-27001-hipaa-and-more-aug-20%3Futm_campaign=3Dlive-demo= %26utm_source=3Dtldr%26utm_medium=3Dnewsletter/3/0100019874b3280b-706ea71d-= 09c0-46b6-9505-cdc019b80d9d-000000/dboIdHewtj5q9hV0KeZ4ya9cmoOormJGjxLLPEfN= VuI=3D416" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Van=
ta can help you achieve continuous compliance</span></a> (and more).
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<p>Plus, get answers to your questions directly from the Vanta team. <a hre= f=3D"
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<h1><strong>Big Tech & Startups</strong></h1>
</div>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.bloomberg.com%2Fnews%2Fnewsletters%2F2025-08-03%2Fa= pple-s-chatgpt-rival-from-new-answers-team-iphone-17-spotted-in-the-wild-md= vmqs6g%3FaccessToken=3DeyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJ= TdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc1NDI4NTQ4MywiZXhwIjoxNzU0ODkwMj= gzLCJhcnRpY2xlSWQiOiJUMEYyT1NHUFdDSlUwMCIsImJjb25uZWN0SWQiOiJBOEExRDhFQTI5O= Tc0OTRGQTQ1QUE2REJBMjAwNTM3MSJ9.oQ1avqhBs75sZ0lbwphrdglGB56Q3pwf_pkmc_jIXSs= %26utm_source=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-c= dc019b80d9d-000000/l1Di0CS2rxMuMYUQn4vbJIR3XzkOFYJvkjomykeQMCU=3D416">
<span>
<strong>Apple's New =E2=80=98Answer=
s' Team Eyes ChatGPT-Like Product in AI Push (12 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple quietly formed a new team called = Answers, Knowledge, and Information earlier this year. The group is explori=
ng a number of in-house AI services with the goal of creating a new ChatGPT= -like search experience. Apple recently started advertising job openings fo=
r the team, with several listings specifically mentioning experience with s= earch algorithms and engine development.
</span>
</span>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2025%2F08%2F01%2Freddit-plans-to-unify= -its-search-interface-as-it-looks-to-become-a-search-engine%2F%3Futm_source= =3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-0= 00000/8JZob9iFRlB9xpdsg2z14yr0Sk2iAUPZxd4cRr7-934=3D416">
<span>
<strong>Reddit plans to unify its s= earch interface as it looks to become a search engine (2 minute read)</stro=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Reddit has ambitions to become the go-t=
o search engine people use. Its search function has more than 70 million we= ekly users, and Reddit Answers, its AI-powered Q&A product, is now used=
by 6 million people. Reddit Answers is currently available in a dozen coun= tries. The company wants to eventually unify the core search function with = Reddit Season certificates and redesign its app to have the search box be m= ore prominently visible.
</span>
</span>
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</td></tr></tbody></table>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Science & Futuristic Technology</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.popsci.com%2Ftechnology%2Fdrones-wildfires%2F%3Futm= _source=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b= 80d9d-000000/Fi6_r07k_MUT9fZK3-8cmXELVr4IUfNAXdTY74d4TsY=3D416">
<span>
<strong>These drones drop burning b= alls in the forest to control wildfires (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
One of the oldest methods of preventing=
wildfires is doing controlled burns, which preemptively remove leaves, dea=
d branches, and other dry materials. Nebraska-based startup Drone Amplify u= ses small quadcopter drones carrying hundreds of ping-pong ball-sized combu= stible eggs to ignite small, trackable, and contained fires. Its drones are=
currently operating more than 200 systems in the US, Canada, Germany, and = Australia. Using drones enables better monitoring as well as nighttime oper= ations.
</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%2Finterestingengineering.com%2Fscience%2Frecoded-ecoli-sy= n57-genetic-code%3Futm_source=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-= 09c0-46b6-9505-cdc019b80d9d-000000/7b-sthY9ffKzQEpyB01Xq1rCEzHfmv6H1mpbMMj-= NQ4=3D416">
<span>
<strong>Synthetic E. coli with comp= ressed DNA outsmarts viruses in radical genetic leap (4 minute read)</stron=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Researchers at Cambridge have created s= ynthetic E. coli bacteria with just 57 codons - virtually all known life ha=
s 64. Syn57 has the most radically compressed genetic code ever built. The = technique used to create the strain opens up the possibility of future orga= nisms that can create unnatural materials and virus-resistant biofactories.=
Syn57 may be immune to many viruses, as viruses rely on the host's genetic=
code to replicate.
</span>
</span>
</div>
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<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
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<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.qawolf.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsl= etter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsl= etter_KissBugsGoodbye_20250804-None_Experiment-FALSE%26utm_term=3Dheadline-= KissBugsGoodbyeWithFullyAutomatedEndToEndTestCoverage%26utm_content=3DKissB= ugsGoodbye_ScheduleADemoToLearnMore_None_Headline%253AKissBugsGoodbyeWithFu= llyAutomatedEndToEndTestCoverage____Newsletter-SecondaryPlacement_20250804_= v1_/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-000000/znxSeaqY= pjhUzfIMA5PjhYxJEIuTmggctFzblQhYhXg=3D416">
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Bugs sneak out when less than 80% of us=
er flows are tested before shipping. However, getting that kind of coverage=
(and staying there) is hard and pricey for any team.<p></p><p><a href=3D"h= ttps://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%3Futm_sou= rce=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversi= ons__NewsletterAudience_-_Newsletter_KissBugsGoodbye_20250804-None_Experime= nt-FALSE%26utm_term=3Dbody-QAWolf%26utm_content=3DKissBugsGoodbye_ScheduleA= DemoToLearnMore_None_Headline%253AKissBugsGoodbyeWithFullyAutomatedEndToEnd= TestCoverage____Newsletter-SecondaryPlacement_20250804_v1_/1/0100019874b328= 0b-706ea71d-09c0-46b6-9505-cdc019b80d9d-000000/Mg3oXjE-GhAxM6ztPl6-Vpu9T93z= 0IhVP8lFJDLDuik=3D416" rel=3D"noopener noreferrer nofollow" target=3D"_blan= k"><span>QA Wolf's</span></a> AI-native service provides high-volume, high-= speed test coverage for <strong>web and mobile apps</strong>, reducing your=
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<p>Engineering teams <strong>move faster</strong>, releases stay on track, = and testing happens automatically=E2=80=94so developers can focus on buildi= ng, not debugging.</p>
<p>The result? <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fwww.qawolf.com%2Fcase-studies%2Fdrata%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience= _-_Newsletter_KissBugsGoodbye_20250804-None_Experiment-FALSE%26utm_term=3Db= ody-Drata%26utm_content=3DKissBugsGoodbye_ScheduleADemoToLearnMore_None_Hea= dline%253AKissBugsGoodbyeWithFullyAutomatedEndToEndTestCoverage____Newslett= er-SecondaryPlacement_20250804_v1_/1/0100019874b3280b-706ea71d-09c0-46b6-95= 05-cdc019b80d9d-000000/78vMePs5NLYBYt1SKjIBw7bfVRZfJpUOrSv3ZFnqksA=3D416" r= el=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Drata</span></a=
achieved <strong>4x more test cases</strong> and <strong>86% faster QA cy=
cles</strong>.</p>
<p>=E2=AD=90 Rated 4.8/5 on G2.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_KissBugsGoodbye_2025080= 4-None_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_con= tent=3DKissBugsGoodbye_ScheduleADemoToLearnMore_None_Headline%253AKissBugsG= oodbyeWithFullyAutomatedEndToEndTestCoverage____Newsletter-SecondaryPlaceme= nt_20250804_v1_/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-000= 000/UQyPmigTwgwgI8mzHUCgDjq6_VUN16nsHuUuq2gtDjk=3D416" rel=3D"noopener nore= ferrer nofollow" target=3D"_blank"><span>Schedule a demo to learn more</spa= n></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%2Fgithub.com%2Fhwchase17%2Fdeepagents%3Fref=3Dblog.langch= ain.com%26utm_source=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6= -9505-cdc019b80d9d-000000/ExZgm_dvFE58LG9Hbl3wJi0fgDPaSozmDSwYPDIWVQ8=3D416=
<span>
<strong>Deep Agents (GitHub Repo)</= strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Deep Agents is a Python package that im= plements a planning tool, sub agents, access to a file system, and detailed=
prompts in a general purpose way so that developers can easily create deep=
agents for their applications. The project was primarily inspired by Claud=
e Code and was initially an attempt to see what made Claude Code general pu= rpose.
</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%2Fgrantslatton.com%2Fhow-to-design-document%3Futm_source= =3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-0= 00000/P04EQVISiB8DJYJNm05KgP_1_fQqRlg9zSrKZ49uv74=3D416">
<span>
<strong>How to write a good design = document (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
A design document is a technical report=
that outlines the implementation strategy of a system in the context of tr= ade-offs and constraints. The goal of a design document is to convince the = reader that the design is optimal given the situation. The act of writing a=
design document helps the author think through designs and add substance t=
o otherwise vague intuitions. This post walks through how to write high qua= lity design documents.
</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%2Fwww.bloomberg.com%2Fnews%2Farticles%2F2025-08-01%2Fappl= e-ceo-tells-staff-ai-is-ours-to-grab-in-hourlong-pep-talk%3FaccessToken=3De= yJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ= 0aWNsZSIsImlhdCI6MTc1NDI4NTUwMiwiZXhwIjoxNzU0ODkwMzAyLCJhcnRpY2xlSWQiOiJUME= JVSEJHUTdMNzIwMCIsImJjb25uZWN0SWQiOiJBOEExRDhFQTI5OTc0OTRGQTQ1QUE2REJBMjAwN= TM3MSJ9.cVmeWspDo5eKVEeovTU3icteyez_0VXAG_bPAzVIdCk%26utm_source=3Dtldrnews= letter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-000000/kOKQ1= uCFsvkGbBuNvtPCu17MzoMCLf2loQKasQjtVLI=3D416">
<span>
<strong>Apple CEO Tells Staff AI Is=
=E2=80=98Ours to Grab' in Hourlong Pep Talk (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple CEO Tim Cook recently rallied emp= loyees around the company's artificial intelligence prospects at a rare all= -hands meeting following earnings results. He told staff at the meeting tha=
t the AI revolution is as big or bigger than the internet, smartphones, clo=
ud computing, and apps. Apple was late to AI, and its AI tools fell flat wh=
en they were finally released. However, Cook noted that while Apple is typi= cally late to promising new technologies, it invents the modern versions of=
those product categories.
</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%2Ftechcrunch.com%2F2025%2F08%2F02%2Fanthropic-cuts-off-op= enais-access-to-its-claude-models%2F%3Futm_source=3Dtldrnewsletter/1/010001= 9874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-000000/7rJ-YIa1KgkpZYMWIjRl= Rbwe3_689mq6q7XGo6JcWOo=3D416">
<span>
<strong>Anthropic cuts off OpenAI's=
access to its Claude models (1 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Anthropic has revoked OpenAI's access t=
o its Claude family of AI models due to a direct violation of its terms of = service. OpenAI was connecting Claude to its internal tools to compare its = performance to OpenAI's own models in categories like coding, writing, and = safety. Its technical staff were also using Anthropic's coding tools. An Op= enAI spokesperson described the company's usage as 'industry standard'. Ope= nAI's API remains available to Anthropic.
</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;">=E2=9A= =A1</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>Quick Links</strong></h1>
</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%2Ftechcrunch.com%2F2025%2F08%2F01%2Fgoogle-rolls-out-gemi= ni-deep-think-ai-a-reasoning-model-that-tests-multiple-ideas-in-parallel%2F= %3Futm_source=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-c= dc019b80d9d-000000/APAyEWrNQfDgRdTusmGYwzlxN4jWeUg85brx0G_cN5Y=3D416">
<span>
<strong>Google rolls out Gemini Dee=
p Think AI, a reasoning model that tests multiple ideas in parallel (5 minu=
te read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google Ultra subscribers will gain acce=
ss to Gemini 2.5 Deep Think, Google's most advanced AI reasoning model, in = the Gemini app on Friday.
</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%2Fjustin.searls.co%2Fposts%2Ffull-breadth-developers%2F%3= Futm_source=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc= 019b80d9d-000000/HeoXE847wmNHiEKBe8At2rBVlGFtJFfkf40LzY8-Aao=3D416">
<span>
<strong>Full-breadth Developers (17=
minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Developers with both technical and prod= uct capabilities stand to gain as clear winners in the age of AI.
</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%2Feuri.ca%2Fblog%2F2025-7-tips-from-7-years-at-pagerduty%= 2F%3Futm_source=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505= -cdc019b80d9d-000000/8ZEiKkjUdt20dCKRpUNrf95EcoChLYD4un9GVkmyzVc=3D416">
<span>
<strong>The Best Advice I Got at Pa= gerDuty (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Seven bits of advice gained over seven = years.
</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%2Fnews.cornell.edu%2Fstories%2F2025%2F07%2Fhiding-secret-= codes-light-protects-against-fake-videos%3Futm_source=3Dtldrnewsletter/1/01= 00019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-000000/SgkHqI5UQRXEHIFN= s2gA4YgpKPZOkMiYqRNHYbIsAXA=3D416">
<span>
<strong>Hiding secret codes in ligh=
t protects against fake videos (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Researchers at Cornell have developed a=
way to watermark light in videos, making it possible to detect if a video =
is fake or has been manipulated.
</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%2F9to5google.com%2F2025%2F08%2F01%2Fbing-is-growing-with-= the-help-of-ai-as-google-slightly-shrinks%2F%3Futm_source=3Dtldrnewsletter/= 1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d9d-000000/rOCRI6yhmJQY= QnIpCi8armj4Mj5OP6DhB4FXggIiuxA=3D416">
<span>
<strong>Bing is growing with the he=
lp of AI as Google slightly shrinks (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Bing is the search backend for some AI = agents, such as ChatGPT and Meta AI, giving its numbers a bit of a boost.
</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.dexerto.com%2Fentertainment%2Felon-musk-is-bringing= -back-vines-archives-that-were-thought-to-be-lost-media-3233479%2F%3Futm_so= urce=3Dtldrnewsletter/1/0100019874b3280b-706ea71d-09c0-46b6-9505-cdc019b80d= 9d-000000/Zq7fOyebvJtvwamu74blDRcvAEvhmlfBnHs-33CNQCQ=3D416">
<span>
<strong>Elon Musk is bringing back = Vine's archives that were thought to be lost media (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Twitter bought Vine almost a decade ago=
.
</span>
</span>
</div>
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