Subj : Perplexity AI phone ¨, stablecoin wars ¨, Yoke infrastructure as code ¨¨ To : All From : TLDR Date : Tue Mar 04 2025 11:43:13 --Tf3Aodp4 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable Deutsche Telekom and Perplexity are partnering to develop an AI phone tha= t will have Perplexity's AI integrated on a system-wide level=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 [QA Wolf] [4] TLDR 2025-03-04 = =F0=9F=9A=80 FASTER MOBILE APP RELEASES WITH AUTOMATED QA (SPONSOR) [4]=20 = Manual testing on personal devices is TOO SLOW AND TOO LIMITED. It fo= rces teams to CUT RELEASES A WEEK EARLY just to test before submitting th= em to app stores. And without broad device coverage, issues slip through.= QA Wolf's [5] AI-NATIVE SERVICE delivers 80% AUTOMATED TEST COVERAGE= IN WEEKS [6], with tests running on REAL IOS DEVICES and ANDROID EMULA= TORS=E2=80=94all in 100% PARALLEL with ZERO FLAKES. [7] =E2=9C=85 QA c= ycles reduced to just 15 minutes =E2=9C=85 Multi-device + gesture inte= ractions fully supported =E2=9C=85 Reliable test execution with no fla= kes or false positives =E2=9C=85 Zero flakes, human-verified bug repor= ts Engineering teams MOVE FASTER, releases stay on track, and testing= happens automatically=E2=80=94so developers can focus on building, not= debugging. Rated 4.8/5 =E2=AD=90 on G2 SCHEDULE A DEMO TO LEAR= N MORE [8] =F0=9F=93=B1=20 BIG TECH & STARTUPS T-MOBILE'S PAR= ENT COMPANY IS MAKING AN AI PHONE WITH PERPLEXITY (3 MINUTE READ) [9]=20 = Deutsche Telekom and Perplexity are partnering to develop an AI phone= that will have Perplexity's AI integrated on a system-wide level. User= s will be able to interact with the phone's AI assistant even on the lock= screen. The phone will offer access to various AI providers. It will hav= e some agentic capabilities, but it is unclear yet how it will execute ta= sks. The phone will be officially launched in the second half of this yea= r priced at under a thousand dollars and hit the shelves at some point in= 2026.=20 AMAZON-BACKED AI FIRM ANTHROPIC VALUED AT $61.5 BILLION AFTER= LATEST ROUND (3 MINUTE READ) [10]=20 Anthropic has just closed a fun= ding round at a $61.5 billion post-money valuation. The $3.5 billion roun= d was led by Lightspeed Venture Partners - other investors included Sales= force, Cisco, and Fidelity. Anthropic plans to use the funds to advance i= ts development of next-generation AI. It plans to expand its compute capa= city, deepen its research in mechanistic interpretability and alignment, = and accelerate its international expansion in Asia and Europe.=20 = =F0=9F=9A=80=20 SCIENCE & FUTURISTIC TECHNOLOGY NASA'S UPCOMING TE= LESCOPE LAUNCH AIMS TO ADDRESS SOME EXISTENTIAL QUESTIONS (2 MINUTE READ)= [11]=20 NASA plans to launch a telescope this week to provide insight = into how the universe began. The SPHEREx telescope has a very wide field = of view. It can detect infrared light and other wavelengths too long to= be seen with the naked eye. The mission will image the entire universe= four times over two years and create a very large data set about the v= isible universe.=20 ROCHE ROLLS OUT NEW DNA 'SEQUENCING-BY-EXPANSION' A= PPROACH (3 MINUTE READ) [12]=20 Sequencing-by-expansion is a new prop= rietary method that pulls apart DNA molecules and amplifies the signal of= each individual base, allowing scientists to avoid the time requirements= of cycle-based sequencing as well as the comparable difficulties in dist= inguishing true signals among the noise. The technology is still in devel= opment and not yet commercially available, but it could one day be suitab= le for whole genome and exome sequencing as well as parsing RNA. The sc= ience behind the technology represents a significant breakthrough that ad= dresses the limitations of existing sequencing solutions. It has the pote= ntial to revolutionize the use of sequencing in research and healthcare. = =F0=9F=92=BB=20 PROGRAMMING, DESIGN & DATA SCIENCE MOST ADS = GET IGNORED=E2=80=94HERE'S WHERE THEY DON'T (SPONSOR) [13]=20 Tech pros= scroll past ads all day=E2=80=94but not here. TLDR reaches millions of d= evs, founders, and decision makers who actually open, read, and engage wi= th what's inside. And to make things easier, TLDR's team writes the ad co= py for you, for free. Learn more [13] about running your first ad campaig= n.=20 AGENTS.JSON (GITHUB REPO) [14]=20 The agents.json Specificati= on is an open specification that formally describes contracts for API and= agent interactions. It is built on OpenAPI, the gold standard for descri= bing how API endpoints work and can be executed. The specification introd= uces flows and links to enable AI agents to take the right sequence of ac= tions.=20 YOKE IS REALLY COOL (14 MINUTE READ) [15]=20 Yoke is a pr= oject that takes the idea of Infrastructure as Code to the next level. It= allows developers to write infrastructure definitions in Go or Rust, com= pile them to WebAssembly, and then take input and output from Kubernetes = manifests that get applied to the cluster. Yoke has a feature called Air = Traffic Control, which is a Kubernetes operator that lets developers defi= ne infrastructure as CustomResourceDefinitions - the data in the CustomRe= source is passed into the Flight you associate with it, and the Flight ge= nerates the manifests that get applied to the cluster. Air Traffic Contro= l makes deploying things to clusters easier than ever.=20 =F0=9F=8E= =81=20 MISCELLANEOUS THE KILL-OR-BE-KILLED FIGHT FOR CRYPTO'S FUTU= RE (20 MINUTE READ) [16] The call to bring crypto into the mainstr= eam through government regulation has opened up a kill-or-be-killed battl= e among industry players. New laws could be devastating for individual pl= ayers depending on what side of new rules they are on. Tether may be an= industry leader, but Circle has been calling for greater regulation th= at would benefit Circle at Tether's expense. This article details the bat= tle between Circle and Tether, which has been going on since crypto tradi= ng hit the mainstream in 2020.=20 YES, WE DID SHUT DOWN SALESFORCE A YE= AR AGO, AS WE HAVE MANY SAAS PROVIDERS (4 MINUTE READ) [17]=20 Klarna= shut down around 1,200 SaaS a year ago as it had developed an internal t= ech stack that brought data and knowledge together, resulting in serious = productivity gains. The company found it was able to use AI to quickly de= ploy new interfaces and interactions. There was no longer any need for it= to continue with a lot of its SaaS as the tech stack allowed it to conso= lidate its technology and knowledge and remove the silos. Besides the sav= ings, Klarna gained the unification and standardization of its knowledge = and data.=20 =E2=9A=A1=20 QUICK LINKS EVALS ARE NOT ALL YOU NEE= D (6 MINUTE READ) [18]=20 Evals aren't great due to their false appeal = as a substitute for proper testing with users.=20 OBSERVATIONS ABOUT = LLM INFERENCE PRICING (19 MINUTE READ) [19]=20 Pricing for the same mod= el can differ substantially across providers - model size is a good predi= ctor of price.=20 DUCKDB GOES DISTRIBUTED? DEEPSEEK'S SMALLPOND TAKES O= N BIG DATA (12 MINUTE READ) [20]=20 DeepSeek's smallpond project allo= ws the company to scale up simply without having to rely on complex and h= eavy distributed frameworks by default 'just in case'.=20 ARE AIS PEO= PLE? (34 MINUTE READ) [21]=20 There will quite likely be sentient AI sy= stems in the future.=20 ON GPT-4.5 (27 MINUTE READ) [22]=20 GPT-4.5= has a different form factor with unique advantages that are hard to desc= ribe precisely in words.=20 OLLAMA FUNCTION CALLER (GITHUB REPO) [23] = The Ollama function caller is a command-line tool for prompting Ol= lama models locally that supports streaming and gives users access to imp= ortant settings, like context length and temperature.=20 Love TLDR? Tell= your friends and get rewards! Share your referral link below with fr= iends to get free TLDR swag!=20 https://refer.tldr.tech/1fd848fa/ [24] = =09=09 Track your referrals here. [25]=20 Want to advertise in TLD= R? =F0=9F=93=B0 If your company is interested in reaching an audience= of tech executives, decision-makers and engineers, you may want to ADVER= TISE WITH US [26].=20 Want to work at TLDR? =F0=9F=92=BC APPLY H= ERE [27] or send a friend's resume to jobs@tldr.tech and get $1k if we hi= re them!=20 If you have any comments or feedback, just respond to this = email!=20 Thanks for reading,=20 Dan Ni [28] & Stephen Flanders [29]=20 = Manage your subscriptions [30] to our other newsletters on tech, star= tups, and programming. Or if TLDR isn't for you, please unsubscribe [31].= =20 =20 Links: ------ [1] https://tldr.tech/signup?utm_source=3Dt= ldr [2] https://advertise.tldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsl= etter&utm_campaign=3Dadvertisetopnav [3] https://a.tldrnewsletter.com/web= -version?ep=3D1&lc=3Db5bb39ac-a04f-11ee-8692-6388dbdd6fd1&p=3De3878ad6-f8df= -11ef-b718-43441dcdbc53&pt=3Dcampaign&t=3D1741088593&s=3Dd83a5d1bea8b79308a= 62fee025171da4bdedf8d566e3905d697f3f27c3edf84f [4] https://www.qawolf.com= /?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Con= versions__NewsletterAudience_-_Newsletter_FasterMobileReleases_20250304-Non= e_Experiment-FALSE&utm_term=3Dheadline-FasterMobileAppReleasesWithAutomated= QA&utm_content=3DFasterMobileReleases_ScheduleADemoToLearnMore_None_Headlin= e%3AFasterMobileAppReleasesWithAutomatedQA_None_None_None_Newsletter-Primar= yPlacement_20250304_v1_ [5] https://www.qawolf.com?utm_source=3Dtldr&utm_= medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudi= ence_-_Newsletter_FasterMobileReleases_20250304-None_Experiment-FALSE&utm_t= erm=3Dbody-QAWolf&utm_content=3DFasterMobileReleases_ScheduleADemoToLearnMo= re_None_Headline%3AFasterMobileReleasesWithAutomatedQA_None_None_None_Newsl= etter-PrimaryPlacement_20250304_v1_ [6] https://www.qawolf.com/how-it-wor= ks?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Co= nversions__NewsletterAudience_-_Newsletter_FasterMobileReleases_20250304-No= ne_Experiment-FALSE&utm_term=3Dbody-80PercentAutomatedtestCoverageInWeeks&u= tm_content=3DFasterMobileReleases_ScheduleADemoToLearnMore_None_Headline%3A= FasterMobileReleasesWithAutomatedQA_None_None_None_Newsletter-PrimaryPlacem= ent_20250304_v1_ [7] https://www.qawolf.com/how-it-works?utm_source=3Dtld= r&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__Newslett= erAudience_-_Newsletter_FasterMobileReleases_20250304-None_Experiment-FALSE= &utm_term=3Dbody-100ParallelWithZeroFlakes&utm_content=3DFasterMobileReleas= es_ScheduleADemoToLearnMore_None_Headline%3AFasterMobileReleasesWithAutomat= edQA_None_None_None_Newsletter-PrimaryPlacement_20250304_v1_ [8] https://= www.qawolf.com?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ= _All_Demo_Conversions__NewsletterAudience_-_Newsletter_FasterMobileReleases= _20250304-None_Experiment-FALSE&utm_term=3Dcta-ScheduleADemoToLearnMore&utm= _content=3DFasterMobileReleases_ScheduleADemoToLearnMore_None_Headline%3AFa= sterMobileReleasesWithAutomatedQA_None_None_None_Newsletter-PrimaryPlacemen= t_20250304_v1_ [9] https://www.digitaltrends.com/mobile/deutsche-telekom-= tmobile-perplexity-ai-phone-launch-mwc-2025/?utm_source=3Dtldrnewsletter = [10] https://www.cnbc.com/2025/03/03/amazon-backed-ai-firm-anthropic-valued= -at-61point5-billion-after-latest-round.html?utm_source=3Dtldrnewsletter = [11] https://www.npr.org/2025/03/03/nx-s1-5316164/nasa-new-telescope-sphere= -x-launch-tuesday?utm_source=3Dtldrnewsletter [12] https://www.fiercebiot= ech.com/medtech/roche-rolls-out-new-dna-sequencing-expansion-approach?utm_s= ource=3Dtldrnewsletter [13] https://advertise.tldr.tech/?utm_source=3Dtld= r&utm_medium=3Dnewsletter&utm_campaign=3Dsecondary03042025 [14] https://g= ithub.com/wild-card-ai/agents-json?tab=3Dreadme-ov-file&utm_source=3Dtldrne= wsletter [15] https://xeiaso.net/blog/2025/yoke-k8s/?utm_source=3Dtldrnew= sletter [16] https://www.wsj.com/finance/currencies/who-is-giancarlo-deva= sini-tether-jeremy-allaire-circle-90a408b9?st=3D926oCc&reflink=3Ddesktopweb= share_permalink&utm_source=3Dtldrnewsletter [17] https://threadreaderapp.= com/thread/1896698293759230429.html?utm_source=3Dtldrnewsletter [18] http= s://www.marble.onl/posts/evals_are_not_all_you_need.html?utm_source=3Dtldrn= ewsletter [19] https://links.tldrnewsletter.com/DVBwhS [20] https://meh= dio.substack.com/p/duckdb-goes-distributed-deepseeks?utm_source=3Dtldrnewsl= etter [21] https://asteriskmag.com/issues/09/are-ais-people?utm_source=3D= tldrnewsletter [22] https://links.tldrnewsletter.com/UM2Z7B [23] https:= //github.com/elijah-potter/ofc?tab=3Dreadme-ov-file&utm_source=3Dtldrnewsle= tter [24] https://refer.tldr.tech/1fd848fa/ [25] https://hub.sparklp.co= /sub_32edf8dd66ae/1 [26] https://advertise.tldr.tech/?utm_source=3Dtldr&u= tm_medium=3Dnewsletter&utm_campaign=3Dadvertisecta [27] https://jobs.ashb= yhq.com/tldr.tech [28] https://twitter.com/tldrdan [29] https://twitter= ..com/SteveFlanders22 [30] https://tldr.tech/tech/manage?email=3Dtldr%40sy= nchro.net [31] https://a.tldrnewsletter.com/unsubscribe?ep=3D1&l=3Dcfa2d5= 5a-b7be-11e8-a3c9-06b79b628af2&lc=3Db5bb39ac-a04f-11ee-8692-6388dbdd6fd1&p= =3De3878ad6-f8df-11ef-b718-43441dcdbc53&pt=3Dcampaign&pv=3D4&spa=3D17410862= 31&t=3D1741088593&s=3Dd429261e4a2e3fa1fb50b12c6fc436b78f5271304e7d45e9d1208= 787f3893d38 --Tf3Aodp4 Content-Type: text/html; charset=utf-8 Content-Transfer-Encoding: quoted-printable TLDR
Deutsche T= elekom and Perplexity are partnering to develop an AI phone that will have = Perplexity's AI integrated on a system-wide level =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 2025-03-04

=F0=9F=9A=80 Faster mobile = app releases with automated QA (Sponsor)

Manual testing on personal devices is <= strong>too slow and too limited. It forces teams to cut re= leases a week early just to test before submitting them to app sto= res. And without broad device coverage, issues slip through.

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=E2=9C=85 Reliable test execution with no flakes or false positives

=E2=9C=85 Zero flakes, human-verified bug reports

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Rated 4.8/5 =E2=AD=90 on G2

Schedule a demo to learn= more

=F0=9F= =93=B1

Big Tech & Startups

T-Mobile's parent company i= s making an AI Phone with Perplexity (3 minute read)

Deutsche Telekom and Perplexity are par= tnering to develop an AI phone that will have Perplexity's AI integrated on= a system-wide level. Users will be able to interact with the phone's AI as= sistant even on the lock screen. The phone will offer access to various AI = providers. It will have some agentic capabilities, but it is unclear yet ho= w it will execute tasks. The phone will be officially launched in the secon= d half of this year priced at under a thousand dollars and hit the shelves = at some point in 2026.
Amazon-backed AI firm Anthr= opic valued at $61.5 billion after latest round (3 minute read)

Anthropic has just closed a funding rou= nd at a $61.5 billion post-money valuation. The $3.5 billion round was led = by Lightspeed Venture Partners - other investors included Salesforce, Cisco= , and Fidelity. Anthropic plans to use the funds to advance its development= of next-generation AI. It plans to expand its compute capacity, deepen its= research in mechanistic interpretability and alignment, and accelerate its= international expansion in Asia and Europe.
=F0=9F= =9A=80

Science & Futuristic Technology

NASA's upcoming telescope l= aunch aims to address some existential questions (2 minute read)

NASA plans to launch a telescope this w= eek to provide insight into how the universe began. The SPHEREx telescope h= as a very wide field of view. It can detect infrared light and other wavele= ngths too long to be seen with the naked eye. The mission will image the en= tire universe four times over two years and create a very large data set ab= out the visible universe.
Roche rolls out new DNA 'se= quencing-by-expansion' approach (3 minute read)

Sequencing-by-expansion is a new propri= etary method that pulls apart DNA molecules and amplifies the signal of eac= h individual base, allowing scientists to avoid the time requirements of cy= cle-based sequencing as well as the comparable difficulties in distinguishi= ng true signals among the noise. The technology is still in development and= not yet commercially available, but it could one day be suitable for whole= genome and exome sequencing as well as parsing RNA. The science behind the= technology represents a significant breakthrough that addresses the limita= tions of existing sequencing solutions. It has the potential to revolutioni= ze the use of sequencing in research and healthcare.
=F0=9F= =92=BB

Programming, Design & Data Science

Most ads get ignored=E2=80= =94here's where they don't (Sponsor)

Tech pros scroll past ads all day=E2=80= =94but not here. TLDR reaches millions of devs, founders, and decision make= rs who actually open, read, and engage with what's inside. And to make thin= gs easier, TLDR's team writes the ad copy for you, for free. Learn more about running your first = ad campaign.
agents.json (GitHub Repo)

The agents.json Specification is an ope= n specification that formally describes contracts for API and agent interac= tions. It is built on OpenAPI, the gold standard for describing how API end= points work and can be executed. The specification introduces flows and lin= ks to enable AI agents to take the right sequence of actions.
Yoke is really cool (14 min= ute read)

Yoke is a project that takes the idea o= f Infrastructure as Code to the next level. It allows developers to write i= nfrastructure definitions in Go or Rust, compile them to WebAssembly, and t= hen take input and output from Kubernetes manifests that get applied to the= cluster. Yoke has a feature called Air Traffic Control, which is a Kuberne= tes operator that lets developers define infrastructure as CustomResourceDe= finitions - the data in the CustomResource is passed into the Flight you as= sociate with it, and the Flight generates the manifests that get applied to= the cluster. Air Traffic Control makes deploying things to clusters easier= than ever.
=F0=9F= =8E=81

Miscellaneous

<= /div>
The Kill-or-Be-Killed Fight= for Crypto's Future (20 minute read)

The call to bring crypto into the mains= tream through government regulation has opened up a kill-or-be-killed battl= e among industry players. New laws could be devastating for individual play= ers depending on what side of new rules they are on. Tether may be an indus= try leader, but Circle has been calling for greater regulation that would b= enefit Circle at Tether's expense. This article details the battle between = Circle and Tether, which has been going on since crypto trading hit the mai= nstream in 2020.
Yes, we did shut down Sales= force a year ago, as we have many SaaS providers (4 minute read)

Klarna shut down around 1,200 SaaS a ye= ar ago as it had developed an internal tech stack that brought data and kno= wledge together, resulting in serious productivity gains. The company found= it was able to use AI to quickly deploy new interfaces and interactions. T= here was no longer any need for it to continue with a lot of its SaaS as th= e tech stack allowed it to consolidate its technology and knowledge and rem= ove the silos. Besides the savings, Klarna gained the unification and stand= ardization of its knowledge and data.
=E2=9A= =A1

Quick Links

Evals are not all you need = (6 minute read)

Evals aren't great due to their false a= ppeal as a substitute for proper testing with users.
Observations About LLM Infe= rence Pricing (19 minute read)

Pricing for the same model can differ s= ubstantially across providers - model size is a good predictor of price.
DuckDB goes distributed? De= epSeek's smallpond takes on Big Data (12 minute read)

DeepSeek's smallpond project allows the= company to scale up simply without having to rely on complex and heavy dis= tributed frameworks by default 'just in case'.
Are AIs People? (34 minute = read)

There will quite likely be sentient AI = systems in the future.
On GPT-4.5 (27 minute read)=

GPT-4.5 has a different form factor wit= h unique advantages that are hard to describe precisely in words.
Ollama Function Caller (Git= Hub Repo)

The Ollama function caller is a command= -line tool for prompting Ollama models locally that supports streaming and = gives users access to important settings, like context length and temperatu= re.

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Apply here or send a friend's resume to jobs@tldr.tech and get $1k if we hire them!

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 on tech, st= artups, and programming. Or if TLDR isn't for you, please unsubscribe.
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