Subj : Apple + Gemini 📱, Meta Compute ⚡, Claude Cowork 💼 To : All From : TLDR Date : Tue Jan 13 2026 11:23 am --EJNOSwkH Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable Apple and Google have formed a partnership to power Apple's AI features w= ith Google's Gemini model. Apple's future models will lean on Google's = cloud=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 [QA Wolf] [4] TLDR 2026-01-13 = =E2=9C=82=EF=B8=8F CUT YOUR QA CYCLES DOWN TO MINUTES WITH AUTOMATED TE= STING (SPONSOR) [4]=20 If QA is a bottleneck on your software enginee= ring team and you're releasing slowly because of it, you must check out Q= A Wolf. Their AI-native service gets engineering teams to 80% automate= d end-to-end test coverage, [5] and helps dev teams SHIP 5X FASTER by r= educing QA cycles from hours to minutes. QA Wolf [6] takes testing off= your plate. They can get you: =09* Unlimited parallel test runs for = web and mobile =09* 24-hour maintenance and on-demand test creation = =09* Human-verified bug reports sent directly to your team =09* Zero fla= kes guarantee The benefit? No more manual E2E testing. No more slow QA= cycles. No more bugs reaching production. With QA Wolf, Drata's tea= m of 80+ engineers [7] achieved 4x more test cases and 86% FASTER QA CYCL= ES. Schedule a demo to learn more [8] =F0=9F=93=B1=20 BIG TECH= & STARTUPS APPLE PICKS GOOGLE'S GEMINI TO RUN AI-POWERED SIRI COMING= THIS YEAR (4 MINUTE READ) [9]=20 Apple and Google have formed a mult= iyear partnership to power Apple's AI features with Google's Gemini model= .. Apple's future foundation models will lean on Google's cloud technology= .. Models will continue to run on Apple devices and the company's private = cloud compute. The terms of the deal have not been made public, but in Au= gust, Apple was reportedly planning to pay about $1 billion a year to uti= lize Google's AI.=20 META CREATES HIGH-POWERED TEAM TO OVERSEE AI INF= RASTRUCTURE BUILDOUT (4 MINUTE READ) [10]=20 Meta Compute is a new in= itiative by Meta aimed at securing the enormous amounts of computing powe= r the company's AI models need. Meta plans to build tens of gigawatts thi= s decade as it races to develop superhuman untell agency. The company nam= ed Dina Powell McCormick as the new president and vice chair on Monday. P= owell McCormick will work on developing partnerships with governments to = finance and deploy data centers across the world.=20 =F0=9F=9A=80=20 = SCIENCE & FUTURISTIC TECHNOLOGY NVIDIA TO INVEST $1 BILLION IN AI = DRUG LABORATORY WITH ELI LILLY (4 MINUTE READ) [11]=20 Nvidia plans t= o invest $1 billion over five years in a new laboratory with Eli Lilly. T= he facility, to be built in Silicon Valley, will bring Lilly's lab expert= ise close to the center of AI innovation. It will help AI engineers learn= what it takes to run lab equipment and research tasks. Nvidia plans to m= ake its suite of AI models and agents tailored for the healthcare industr= y open source, so anyone will be able to tinker with the technology and a= dapt it to their needs.=20 1X UNVEILS 1XWM WORLD MODEL FOR NEO ROBOT PL= ATFORM (1 MINUTE READ) [12]=20 1X has integrated its new video-pretra= ined world model, 1XWM, into its NEO robot platform. The 1XWM model predi= cts robot actions by generating text-conditioned video rollouts and then = translating them into motion commands through an Inverse Dynamics Model. = It uses a 14B parameter generative video model as a backbone, with infere= nce currently taking about 11 seconds per rollout. The method enables f= aster adaptation to new tasks as it doesn't require tens of thousands of = robot demonstration hours.=20 =F0=9F=92=BB=20 PROGRAMMING, DESIGN & D= ATA SCIENCE REACH REAL BUYERS IN TLDR INSTEAD OF FIGHTING FOR ATTENTI= ON ON SOCIAL (SPONSOR) [13]=20 TLDR puts you in front of your target = audience with almost no competition. Each issue features only three adver= tisers max, giving your message the space it needs to stand out. Millions= of developers, product managers, CEOs, and other tech decision makers ac= tually see what you have to say. Learn more [13] about running a test cam= paign.=20 WHY WE BUILT OUR OWN BACKGROUND AGENT (17 MINUTE READ) [14] = Inspect is a coding agent that closes the loop on verifying its work= by having all of the context and tools needed to prove it. It can run = tests, review telemetry, and query feature flags, and it visually verifie= s its work and gives users screenshots and live previews. Each session ru= ns in a sandboxed VM with everything an engineer would have locally. This= post contains the spec for Inspect so anyone can replicate the tool.=20 = FIRST IMPRESSIONS OF CLAUDE COWORK, ANTHROPIC'S GENERAL AGENT (8 MINU= TE READ) [15]=20 Claude Cowork is a general agent with a UI now availab= le as a research preview to Max subscribers as part of the updated Claude= Desktop macOS application. It looks very similar to the desktop interf= ace for regular Claude Code. The general agent is designed to bring the p= owerful capabilities of Claude Code to a wider audience with a less intim= idating interface. Screenshots of the feature are available in the articl= e.=20 =F0=9F=8E=81=20 MISCELLANEOUS THE AI-POWERED VEBLEN ECONO= MY (9 MINUTE READ) [16]=20 We will still want human-sourced goods and s= ervices in the future. Humans have been shown to be incredibly creative w= hen manufacturing scarcity for the purpose of playing status games. This = ability is increasing, and the trend is accelerating. Humans will be able= to create enough scarcity to employ people to produce artisan goods.=20 = THE AI REVOLUTION IS HERE. WILL THE ECONOMY SURVIVE THE TRANSITION? (= 37 MINUTE READ) [17]=20 This post contains a conversation between Micha= el Burry, Dwarkesh Patel, Patrick McKenzie, and Jack Clark on the AI revo= lution and its impact on the economy. Burry, who called the subprime mort= gage crisis when everyone else was buying in, is skeptical of the trillio= ns powering into AI infrastructure. Clark is one of Anthropic's co-foun= ders, and McKenzie and Patel have interviewed many people across the indu= stry.=20 =E2=9A=A1=20 QUICK LINKS CES 2026 =E2=80=93 =E2=80= =9CTHE FUTURE IS HERE=E2=80=9D AND =E2=80=9CINNOVATORS SHOW UP=E2=80=9D #= CES2026 (64 MINUTE READ) [18]=20 This year's CES had a lot of extremely= solid advances in things that matter.=20 APPLE: YOU (STILL) DON'T UN= DERSTAND THE VISION PRO (16 MINUTE READ) [19]=20 The Vision Pro has t= he potential to be a way to experience any live experience in the world o= n demand.=20 META REPORTEDLY PLANS TO CUT ABOUT 10% OF EMPLOYEES IN REA= LITY LABS' METAVERSE BUSINESS (1 MINUTE READ) [20]=20 Employees worki= ng on the metaverse are the target of the cuts.=20 AI AGENTS ARE A STRE= SS TEST FOR YOUR DEV STACK (5 MINUTE READ) [21]=20 AI agent loops expos= e how brittle, non-standard, and half-tribal our development environments= really are.=20 WHAT IS AN ENGINEER? (22 MINUTE READ) [22]=20 Engin= eers make the right observations, make the right decisions, and take the = right actions, in the right sequence, to accomplish the right intentions.= =20 BEHIND THE UNRAVELING OF APPLE'S CREDIT-CARD PARTNERSHIP WITH GOLDM= AN SACHS (11 MINUTE READ) [23]=20 Apple decided to move from Goldman = to JPMorgan, ending Goldman's consumer-lending journey.=20 Love TLDR? = Tell your friends and get rewards! Share your referral link below wit= h friends to get free TLDR swag!=20 https://refer.tldr.tech/66662a80/ [= 24]=20 =09=09 Track your referrals here. [25]=20 Want to advertise in= TLDR? =F0=9F=93=B0 If your company is interested in reaching an audi= ence of tech executives, decision-makers and engineers, you may want to A= DVERTISE WITH US [26].=20 Want to work at TLDR? =F0=9F=92=BC APP= LY HERE [27], CREATE YOUR OWN ROLE [28] or send a friend's resume to jobs= @tldr.tech and get $1k if we hire them! TLDR is one of INC.'S BEST BOOTST= RAPPED BUSINESSES [29] of 2025.=20 If you have any comments or feedback= , just respond to this email!=20 Thanks for reading,=20 Dan Ni [30] & St= ephen Flanders [31]=20 Manage your subscriptions [32] to our other news= letters on tech, startups, and programming. Or if TLDR isn't for you, ple= ase unsubscribe [33].=20 =20 Links: ------ [1] https://tldr.tec= h/signup?utm_source=3Dtldr [2] https://advertise.tldr.tech/?utm_source=3D= tldr&utm_medium=3Dnewsletter&utm_campaign=3Dadvertisetopnav [3] https://a= ..tldrnewsletter.com/web-version?ep=3D1&lc=3D265280dc-d4e0-11f0-a661-1b9fa34= a893d&p=3D6b728f02-f062-11f0-b9e5-4b957e92d9fa&pt=3Dcampaign&t=3D1768303437= &s=3D31d9e04e9f28396e89fc1b6d0bcbab5db960fee5a2b571fe1926cdf0961b1556 [4]= https://www.qawolf.com/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_camp= aign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycle= s_20260113-None_Experiment-FALSE&utm_term=3Dheadline-CutYourQACyclesDownToM= inutesWithAutomatedTesting&utm_content=3DCutQACycles_ScheduleADemoToLearnMo= re_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____News= letter-PrimaryPlacement_20260113_v1_ [5] https://www.qawolf.com/how-it-wo= rks?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_C= onversions__NewsletterAudience_-_Newsletter_CutQACycles_20260113-None_Exper= iment-FALSE&utm_term=3Dbody-80PercentAutomatedEndToEndTestCoverage&utm_cont= ent=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesD= ownToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260113_v1= _ [6] https://www.qawolf.com?utm_source=3Dtldr&utm_medium=3Dnewsletter&ut= m_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQ= ACycles_20260113-None_Experiment-FALSE&utm_term=3Dbody-QAWolf&utm_content= =3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDown= ToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20260113_v1_= [7] https://www.qawolf.com/customers/drata?utm_source=3Dtldr&utm_medium= =3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-= _Newsletter_CutQACycles_20260113-None_Experiment-FALSE&utm_term=3Dbody-Drat= asTeamOf80PlusEngineers&utm_content=3DCutQACycles_ScheduleADemoToLearnMore_= None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTesting____Newslet= ter-PrimaryPlacement_20260113_v1_ [8] https://www.qawolf.com?utm_source= =3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__Ne= wsletterAudience_-_Newsletter_CutQACycles_20260113-None_Experiment-FALSE&ut= m_term=3Dcta-ScheduleADemoToLearnMore&utm_content=3DCutQACycles_ScheduleADe= moToLearnMore_None_Headline%3ACutYourQACyclesDownToMinutesWithAutomatedTest= ing____Newsletter-PrimaryPlacement_20260113_v1_ [9] https://www.cnbc.com/= 2026/01/12/apple-google-ai-siri-gemini.html?utm_source=3Dtldrnewsletter [= 10] https://links.tldrnewsletter.com/fyZTzi [11] https://links.tldrnewsle= tter.com/uI4ZtU [12] https://www.testingcatalog.com/1x-unveils-1xwm-world= -model-for-neo-robot-platform/?utm_source=3Dtldrnewsletter [13] https://a= dvertise.tldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign= =3Dsecondary01132026 [14] https://builders.ramp.com/post/why-we-built-our= -background-agent?utm_source=3Dtldrnewsletter [15] https://simonwillison.= net/2026/Jan/12/claude-cowork/#atom-everything?utm_source=3Dtldrnewsletter= [16] https://reducibleerrors.com/the-veblen-economy/?utm_source=3Dtldrne= wsletter [17] https://post.substack.com/p/the-ai-revolution-is-here-will-= the?utm_source=3Dtldrnewsletter [18] https://hardcoresoftware.learningbys= hipping.com/p/237-ces-2026-the-future-is-here-and?utm_source=3Dtldrnewslett= er [19] https://stratechery.com/2026/apple-you-still-dont-understand-the-= vision-pro/?utm_source=3Dtldrnewsletter [20] https://sherwood.news/tech/m= eta-reportedly-plans-to-cut-about-10-of-employees-in-reality-labs-metaverse= /?utm_source=3Dtldrnewsletter [21] https://www.nibzard.com/agent-stress-t= est/?utm_source=3Dtldrnewsletter [22] https://www.codesimplicity.com/post= /what-is-an-engineer/?utm_source=3Drss&utm_medium=3Drss&utm_campaign=3Dwhat= -is-an-engineer [23] https://links.tldrnewsletter.com/uxzw4O [24] https= ://refer.tldr.tech/66662a80/ [25] https://hub.sparklp.co/sub_e87ba9c7d7c0= /1 [26] https://advertise.tldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsl= etter&utm_campaign=3Dadvertisecta [27] https://jobs.ashbyhq.com/tldr.tech= [28] https://jobs.ashbyhq.com/tldr.tech/c227b917-a6a4-40ce-8950-d3e16535= 7871 [29] https://www.linkedin.com/feed/update/urn:li:activity:7401699691= 039830016/ [30] https://twitter.com/tldrdan [31] https://twitter.com/St= eveFlanders22 [32] https://tldr.tech/tech/manage?email=3Dtldrnewsletter%4= 0synchro.net [33] https://a.tldrnewsletter.com/unsubscribe?ep=3D1&l=3Dcfa= 2d55a-b7be-11e8-a3c9-06b79b628af2&lc=3D265280dc-d4e0-11f0-a661-1b9fa34a893d= &p=3D6b728f02-f062-11f0-b9e5-4b957e92d9fa&pt=3Dcampaign&pv=3D4&spa=3D176830= 2081&t=3D1768303437&s=3Db581e0c6dff291abb0ae3add4189f53a6ae7617470f6d9b7c25= 89a65e2982bc0 --EJNOSwkH Content-Type: text/html; charset=utf-8 Content-Transfer-Encoding: quoted-printable TLDR
Apple and = Google have formed a partnership to power Apple's AI features with Goo= gle's Gemini model. Apple's future models will lean on Google= 9;s cloud =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C = =E2=80=8C =E2=80=8C  =E2=80=8C =E2=80=8C =E2=80=8C=  =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C=  =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C=  =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C=  =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C=  =E2=80=8C =E2=80=8C =E2=80=8C 

TLDR

Together With 3D"QA

TLDR 2026-01-13

=E2=9C=82=EF=B8=8F Cut your= QA cycles down to minutes with automated testing (Sponsor)

If QA is a bottleneck on your software = engineering team and you're releasing slowly because of it, you must check = out QA Wolf.

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QA Wolf takes testing off your plate. They can get you:=

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The benefit? No more manual E2E testing. No more slow QA cycles. No more= bugs reaching production.

With QA Wolf, Drata's tea= m of 80+ engineers achieved 4x more test cases and 86% f= aster QA cycles.

Schedule a demo to learn more

=F0=9F= =93=B1

Big Tech & Startups

Apple picks Google's Gemini= to run AI-powered Siri coming this year (4 minute read)

Apple and Google have formed a multiyea= r partnership to power Apple's AI features with Google's Gemini model. Appl= e's future foundation models will lean on Google's cloud technology. Models= will continue to run on Apple devices and the company's private cloud comp= ute. The terms of the deal have not been made public, but in August, Apple = was reportedly planning to pay about $1 billion a year to utilize Google's = AI.
Meta Creates High-Powered T= eam to Oversee AI Infrastructure Buildout (4 minute read)

Meta Compute is a new initiative by Met= a aimed at securing the enormous amounts of computing power the company's A= I models need. Meta plans to build tens of gigawatts this decade as it race= s to develop superhuman untell agency. The company named Dina Powell McCorm= ick as the new president and vice chair on Monday. Powell McCormick will wo= rk on developing partnerships with governments to finance and deploy data c= enters across the world.
=F0=9F= =9A=80

Science & Futuristic Technology

Nvidia to Invest $1 Billion= in AI Drug Laboratory With Eli Lilly (4 minute read)

Nvidia plans to invest $1 billion over = five years in a new laboratory with Eli Lilly. The facility, to be built in= Silicon Valley, will bring Lilly's lab expertise close to the center of AI= innovation. It will help AI engineers learn what it takes to run lab equip= ment and research tasks. Nvidia plans to make its suite of AI models and ag= ents tailored for the healthcare industry open source, so anyone will be ab= le to tinker with the technology and adapt it to their needs.
1X unveils 1XWM world model= for NEO robot platform (1 minute read)

1X has integrated its new video-pretrai= ned world model, 1XWM, into its NEO robot platform. The 1XWM model predicts= robot actions by generating text-conditioned video rollouts and then trans= lating them into motion commands through an Inverse Dynamics Model. It uses= a 14B parameter generative video model as a backbone, with inference curre= ntly taking about 11 seconds per rollout. The method enables faster adaptat= ion to new tasks as it doesn't require tens of thousands of robot demonstra= tion hours.
=F0=9F= =92=BB

Programming, Design & Data Science

Reach real buyers in TLDR i= nstead of fighting for attention on social (Sponsor)

TLDR puts you in front of your target a= udience with almost no competition. Each issue features only three advertis= ers max, giving your message the space it needs to stand out. Millions of d= evelopers, product managers, CEOs, and other tech decision makers actually = see what you have to say. Learn = more about running a test campaign.
Why We Built Our Own Backgr= ound Agent (17 minute read)

Inspect is a coding agent that closes t= he loop on verifying its work by having all of the context and tools needed= to prove it. It can run tests, review telemetry, and query feature flags, = and it visually verifies its work and gives users screenshots and live prev= iews. Each session runs in a sandboxed VM with everything an engineer would= have locally. This post contains the spec for Inspect so anyone can replic= ate the tool.
First impressions of Claude= Cowork, Anthropic's general agent (8 minute read)

Claude Cowork is a general agent with a= UI now available as a research preview to Max subscribers as part of the u= pdated Claude Desktop macOS application. It looks very similar to the deskt= op interface for regular Claude Code. The general agent is designed to brin= g the powerful capabilities of Claude Code to a wider audience with a less = intimidating interface. Screenshots of the feature are available in the art= icle.
=F0=9F= =8E=81

Miscellaneous

<= /div>
The AI-powered Veblen econo= my (9 minute read)

We will still want human-sourced goods = and services in the future. Humans have been shown to be incredibly creativ= e when manufacturing scarcity for the purpose of playing status games. This= ability is increasing, and the trend is accelerating. Humans will be able = to create enough scarcity to employ people to produce artisan goods.
The AI revolution is here. = Will the economy survive the transition? (37 minute read)

This post contains a conversation betwe= en Michael Burry, Dwarkesh Patel, Patrick McKenzie, and Jack Clark on the A= I revolution and its impact on the economy. Burry, who called the subprime = mortgage crisis when everyone else was buying in, is skeptical of the trill= ions powering into AI infrastructure. Clark is one of Anthropic's co-founde= rs, and McKenzie and Patel have interviewed many people across the industry= ..
=E2=9A= =A1

Quick Links

CES 2026 =E2=80=93 =E2=80= =9CThe Future Is Here=E2=80=9D and =E2=80=9CInnovators Show Up=E2=80=9D #CE= S2026 (64 minute read)

This year's CES had a lot of extremely = solid advances in things that matter.
Apple: You (Still) Don't Un= derstand the Vision Pro (16 minute read)

The Vision Pro has the potential to be = a way to experience any live experience in the world on demand.
Meta reportedly plans to cu= t about 10% of employees in Reality Labs' metaverse business (1 minute read= )

Employees working on the metaverse are = the target of the cuts.
AI Agents Are a Stress Test= for Your Dev Stack (5 minute read)

AI agent loops expose how brittle, non-= standard, and half-tribal our development environments really are.
What is an Engineer? (22 mi= nute read)

Engineers make the right observations, = make the right decisions, and take the right actions, in the right sequence= , to accomplish the right intentions.
Behind the Unraveling of Ap= ple's Credit-Card Partnership With Goldman Sachs (11 minute read)

Apple decided to move from Goldman to J= PMorgan, ending Goldman's consumer-lending journey.

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Want to work at TLDR? =F0=9F=92=BC

Apply here, create your own role or send a friend's resume to jobs@tldr.tech an= d get $1k if we hire them! TLDR is one of Inc.'s Best Bootstrapped businesses = of 2025.

If you have any comments or feedback, just respond to this email!

Thanks for reading,
Dan Ni &a= mp; Stephen = Flanders


Manage your subscriptions to our other newsletters o= n tech, startups, and programming. Or if TLDR isn't for you, please unsubscribe.
3D"" --EJNOSwkH-- .