• Apple AI search 📱, Stripe stablecoin accounts 🏦, McKinsey vs startups 💼 

    From TLDR@VERT to All on Thursday, May 08, 2025 10:42:48
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    Apple plans to shift the focus of mobile Safari's search experience to
    AI=
    search engines. Searches in Safari fell for the first time ever
    last
    y=
    ear=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 [Aptum] [4]

    TLDR 2025-05-08

    =
    YOU DON'T HAVE TO CHOOSE SIDES IN THE CLOUD WARS (SPONSOR) [4]=20

    60% =
    of IT leaders say cloud complexity is their biggest challenge.
    Endless de=
    bates about cloud providers aren't helping. Instead of
    religious battles =
    over public vs. private, Aptum takes a pragmatic
    approach [4] of putting =
    each workload where it makes sense.

    Here's how Aptum's Hybrid Cloud ap=
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    =E2=9C=85 Some things belong in the cloud. Some don'=
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    ent from a single
    place with clarity and control - NO VENDOR SILOS.

    =
    Get your cloud strategy unstuck =E2=86=92 [4]

    =F0=9F=93=B1=20

    BIG T=
    ECH & STARTUPS

    APPLE WILL ADD AI SEARCH IN MOBILE SAFARI, CHALLENGING=
    GOOGLE (2
    MINUTE READ) [5]=20

    Apple plans to shift the focus of mobi=
    le Safari's search experience
    to AI search engines. Searches in Safari fe=
    ll for the first time ever
    last year due to people increasingly using lar=
    ge language model-based
    solutions. Google and Apple shares dropped after =
    Apple's plans were
    revealed as investors fear that the deal that makes Go=
    ogle the default
    search engine may not last. It is unlikely an AI search =
    engine will
    become the default as the technology still needs to improve,=

    particularly when it comes to indexing.=20

    STRIPE BRINGS STABLECOIN =
    ACCOUNTS TO MORE THAN 100 COUNTRIES (2
    MINUTE READ) [6]=20

    Stripe is =
    launching USDC and USDB accounts in 101 countries. The new
    stablecoin-fun=
    ded accounts will help Stripe facilitate cross-border
    transactions betwee=
    n businesses. The accounts will also support
    balances held in British pou=
    nds, euros, and US dollars. Stripe has
    also announced a profiles feature =
    to help businesses find each other
    and verify their identities and a tool=
    to make it easy for developers
    to embed artificial intelligence agents i=
    nto their products.=20

    =F0=9F=9A=80=20

    SCIENCE & FUTURISTIC TECHNOLOG=
    Y

    AMAZON SAYS NEW WAREHOUSE ROBOT CAN =E2=80=98FEEL' ITEMS, BUT WON'T=
    REPLACE
    WORKERS (5 MINUTE READ) [7]=20

    Amazon's new warehouse robot =
    has a sense of touch, allowing it to
    handle jobs previously only done by =
    humans. Vulcan has an innovative
    gripper that can manipulate 75% of the o=
    ne million unique items in
    inventory at Amazon's Spokane warehouse. Vulca=
    n will not be used to
    replace people - Amazon will create new, higher-ski=
    lled jobs. The
    robot can handle items up to 8 pounds and operate for 20 h=
    ours a day.=20

    GOOGLE AGREES TO FUND THE DEVELOPMENT OF THREE NEW NUCLE=
    AR SITES (3
    MINUTE READ) [8]=20

    Elementl Power has signed an agreemen=
    t with Google to develop three
    project sites for advanced reactors. Each =
    site will generate at least
    600 megawatts of power capacity. Google will =
    have the option to buy
    the power once the sites are up and running. Eleme=
    ntl has yet to
    choose the type of reactor it will use. It plans to choose=
    the reactor
    technology that's furthest along in development when it is r=
    eady to
    begin construction.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN =
    & DATA SCIENCE

    FIGMA INTRODUCES =E2=80=98VIBE-CODING' AI SOFTWARE DES=
    IGN FEATURE (3 MINUTE
    READ) [9]=20

    Figma Make is an artificial intell=
    igence feature that automates the
    process of building websites and applic=
    ations. It will be available
    starting at $16 per person per month when pu=
    rchased annually - there
    is no free tier. The tool uses Anthropic's Claud=
    e 3.7 Sonnet model. It
    is currently being tested. There is no information=
    on when it will be
    released.=20

    THE MAGIC OF SOFTWARE; OR, WHAT MAKE=
    S A GOOD ENGINEER ALSO MAKES A
    GOOD ENGINEERING ORGANIZATION (10 MINUTE R=
    EAD) [10]=20

    Many of today's best practices were drawn from long-establ=
    ished
    internet companies like Google. However, the problem with copying i=
    ts
    current practices on the basis of its success is that most of those
    =
    companies found near-invincible business models, and so almost any
    practi=
    ce developed or selected at random likely would continue to be
    successful=
    to some degree. The practices and cultures that have
    developed at these =
    companies more often reflect optimizations for the
    benefit of various dec=
    ision makers rather than optimizations for
    actually creating something gr=
    eat. The qualities that make a good
    engineer are often the same ones that=
    create good engineering
    organizations - both start with deep understandi=
    ng as the basis for
    innovation and recognize that vision and engineering =
    are often deeply
    intertwined and mutually informative rather than linear.=
    =20

    =F0=9F=8E=81=20

    MISCELLANEOUS

    KNOW YOUR ENEMY: HOW THREE YE=
    ARS AT MCKINSEY SHAPED MY SECOND STARTUP
    (7 MINUTE READ) [11]=20

    Zac =
    Townsend was an Associate Partner at McKinsey. This post talks
    about the =
    reasons he joined the company, his time there, the projects
    he worked on,=
    and the lessons he learned from the experience. After
    working there for =
    three years, Townsend learned that it is impossible
    to fix institutions t=
    hat have gotten too big - there are too many
    people, too many processes, =
    and too much regulatory overhang. This led
    him to create his own company.=
    =20

    WORKING WITH LLMS: A FEW LESSONS (7 MINUTE READ) [12]=20

    Large =
    Language Models (LLMs) are inherently probabilistic, which
    means you have=
    to add evaluation frameworks, human-in-the-loop
    processes, and design fo=
    r graceful failure, using LLMs for
    probabilistic guidance rather than det=
    erministic answers. Unlike with
    traditional software, there is no way to =
    get better at using AI than
    using AI - there is no substitute for trial a=
    nd error. This makes it
    hard to predict development and makes building fu=
    ture-proof technology
    almost impossible. While software is inexpensive to=
    distribute once
    written, LLMs have continued costs.=20

    =E2=9A=A1=20
    =

    QUICK LINKS

    REGISTER FOR SNYK'S SECURITY CHAMPIONS WEBINAR | MAY 1=
    5 (SPONSOR)
    [13]=20

    Security Champions programs are a proven way to s=
    cale AppSec across
    dev teams. Join Snyk's live webinar on May 15 @ 11AM E=
    T and earn bonus
    CPE credits. Save your spot now! [13]=20

    TY (GITHUB =
    REPO) [14]=20

    ty is an extremely fast Python type checker and language =
    server.=20

    NEW COURT FILING SHOWS THAT META EXECS AGREED THAT FACEBOOK =
    WAS
    LOSING TO TIKTOK (3 MINUTE READ) [15]=20

    The US government is att=
    empting to prove that Meta violated
    competition laws, but new evidence sh=
    ows that Meta had identified
    TikTok as a major competitor several years a=
    go.=20

    'I PAID FOR THE WHOLE GPU, I AM GOING TO USE THE WHOLE GPU': A=

    HIGH-LEVEL GUIDE TO GPU UTILIZATION (20 MINUTE READ) [16]=20

    This ar=
    ticle discusses GPU utilization with a focus on neural network
    inference =
    workloads.=20

    NETFLIX WILL TRY A TIKTOK-LIKE FEED ON ITS MOBILE APP (1 =
    MINUTE READ)
    [17]=20

    Users will be able to watch shows or movies righ=
    t away, add them to
    their list of saved things to watch, and share clips =
    with friends.=20

    STRINGLY TYPED (2 MINUTE READ) [18]=20

    Application=
    s are 'stringly typed' when type information is available,
    but systems or=
    functions are called based on strings or stringified
    data.=20

    APPLE =
    PUSHES TO HALT APP STORE OVERHAUL AS EPIC GAMES APPEAL MOVES
    FORWARD (2 M=
    INUTE READ) [19]=20

    Apple has requested a stay on a court injunction th=
    at requires the
    company to allow developers to link to alternative paymen=
    t methods in
    their apps.=20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Apple plan=
    s to shift the focus of mobile Safari&#039;s search experience to AI search=
    engines. Searches in Safari fell for the first time ever last year&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;= =E2=80=8C&nbsp;&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C= &nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;</div>




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    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr id=3D"together-with"><td align=3D"cent= er" height=3D"20" style=3D"vertical-align:middle !important;" valign=3D"mid= dle" width=3D"100%"><strong style=3D"vertical-align:middle !important; heig= ht: 100%;">Together With </strong>
    <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Faptum.it%2F3= RKi8hK/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/rO4Ch= 37rETYBpnzCVwqkOE4_mZ-0RdqdtrAWTW9CiNI=3D404"><img src=3D"https://images.tl= dr.tech/aptum.png" valign=3D"middle" style=3D"vertical-align: middle !impor= tant; height: 100%;" alt=3D"Aptum"></a></td></tr></tbody></table>

    <table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr= ><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0;=

    <div style=3D"text-align: center;">

    <h1><strong>TLDR <span id=3D"date">2025-05-08</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;">
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    <span>
    <strong>You don't have to choose si= des in the cloud wars (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    60% of IT leaders say cloud complexity =
    is their biggest challenge. Endless debates about cloud providers aren't he= lping. Instead of religious battles over public vs. private, <a href=3D"htt= ps://tracking.tldrnewsletter.com/CL0/https:%2F%2Faptum.it%2F3RKi8hK/3/01000= 196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/ZzbeY8GmRvqkYlKNJ8h= 8Rjf9uLtp-9FrkZhdpo4IcSQ=3D404" rel=3D"noopener noreferrer nofollow" target= =3D"_blank"><span>Aptum takes a pragmatic approach</span></a> of putting ea=
    ch workload where it makes sense.

    <p></p>

    <p>Here's how Aptum's <a href=3D"https://tracking.tldrnewsletter.com/CL0/ht= tps:%2F%2Faptum.it%2F3RKi8hK/4/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d= 895f86cf8-000000/Q1lN_CQaMJtkykZuekBZIgKff_Br7i6dJt-keO-ymf4=3D404" rel=3D"= noopener noreferrer nofollow" target=3D"_blank"><span>Hybrid Cloud approach= </span></a> works:</p>

    <p>=E2=9C=85 Some things belong in the cloud. Some don't. You'll get <stron= g>unbiased advice</strong> on what goes where.</p>

    <p>=E2=9C=85 24/7 <strong>human support</strong> that can range from on-dem= and guidance to full infrastructure management.</p>

    <p>=E2=9C=85 One portal to manage your entire hybrid environment from a sin= gle place with clarity and control - <strong>no vendor silos</strong>.</p>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Faptum.it%= 2F3RKi8hK/5/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/74= _jIkEDbii8RWIWlwl04OJb0nVWiS3UIrXL4XJaPXw=3D404" rel=3D"noopener noreferrer=
    nofollow" target=3D"_blank"><span>Get your cloud strategy unstuck =E2=86= =92</span></a>



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    <h1><strong>Big Tech &amp; 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%2Farstechnica.com%2Fapple%2F2025%2F05%2Fcue-apple-will-ad= d-ai-search-in-mobile-safari-challenging-google%2F%3Futm_source=3Dtldrnewsl= etter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/8xKEFg= s_3Z7wV9jghQnIZ1w3_PcxrdPlP20xskAPZiU=3D404">
    <span>
    <strong>Apple will add AI search in=
    mobile Safari, challenging Google (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple plans to shift the focus of mobil=
    e Safari's search experience to AI search engines. Searches in Safari fell = for the first time ever last year due to people increasingly using large la= nguage model-based solutions. Google and Apple shares dropped after Apple's=
    plans were revealed as investors fear that the deal that makes Google the = default search engine may not last. It is unlikely an AI search engine will=
    become the default as the technology still needs to improve, particularly = when it comes to indexing.
    </span>
    </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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    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FQj6gJJ/1/01000196af7da309-4b= db32c3-e50c-4523-b20c-17d895f86cf8-000000/EvDhgX_jmF6OPPLZ1zOQMhj54-5tdCHKZ= z34tHU22WY=3D404">
    <span>
    <strong>Stripe Brings Stablecoin Ac= counts to More Than 100 Countries (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Stripe is launching USDC and USDB accou= nts in 101 countries. The new stablecoin-funded accounts will help Stripe f= acilitate cross-border transactions between businesses. The accounts will a= lso support balances held in British pounds, euros, and US dollars. Stripe = has also announced a profiles feature to help businesses find each other an=
    d verify their identities and a tool to make it easy for developers to embe=
    d artificial intelligence agents into their products.
    </span>
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    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
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    <h1><strong>Science &amp; 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.cnbc.com%2F2025%2F05%2F07%2Fmeet-amazons-robot-vulc= an-the-first-with-a-sense-of-touch.html%3Futm_source=3Dtldrnewsletter/1/010= 00196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/-ptbY2jTKB-HIzJ2d= KKlESvyO3vdFIa1oZqsTL1Awl4=3D404">
    <span>
    <strong>Amazon says new warehouse r= obot can =E2=80=98feel' items, but won't replace workers (5 minute read)</s= trong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Amazon's new warehouse robot has a sens=
    e of touch, allowing it to handle jobs previously only done by humans. Vulc=
    an has an innovative gripper that can manipulate 75% of the one million uni= que items in inventory at Amazon's Spokane warehouse. Vulcan will not be us=
    ed to replace people - Amazon will create new, higher-skilled jobs. The rob=
    ot can handle items up to 8 pounds and operate for 20 hours a day.
    </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.cnbc.com%2F2025%2F05%2F07%2Fgoogle-agrees-to-fund-t= he-development-of-three-new-nuclear-sites.html%3Futm_source=3Dtldrnewslette= r/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/QwmCIqWFWq= rRoyP3oKPcHxlf_YZxTajKPIm5FK51F6E=3D404">
    <span>
    <strong>Google agrees to fund the d= evelopment of three new nuclear sites (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Elementl Power has signed an agreement = with Google to develop three project sites for advanced reactors. Each site=
    will generate at least 600 megawatts of power capacity. Google will have t=
    he option to buy the power once the sites are up and running. Elementl has = yet to choose the type of reactor it will use. It plans to choose the react=
    or technology that's furthest along in development when it is ready to begi=
    n construction.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

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    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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    <div style=3D"text-align: center;">

    <h1><strong>Programming, Design &amp; 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%2Fwww.cnbc.com%2F2025%2F05%2F07%2Ffigma-launches-premium-= figma-make-vibe-coding-ai-software-designer.html%3Futm_source=3Dtldrnewslet= ter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/KVDeyj8C= OJ8V4MU8MI0wSsZXaYttyu6bLTn99Mx1gMM=3D404">
    <span>
    <strong>Figma introduces =E2=80=98v= ibe-coding' AI software design feature (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Figma Make is an artificial intelligenc=
    e feature that automates the process of building websites and applications.=
    It will be available starting at $16 per person per month when purchased a= nnually - there is no free tier. The tool uses Anthropic's Claude 3.7 Sonne=
    t model. It is currently being tested. There is no information on when it w= ill be released.
    </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%2Fmoxie.org%2F2024%2F09%2F23%2Fa-good-engineer.html%3Futm= _source=3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f= 86cf8-000000/wyfUfWRoImkqwXHexdUmHWI5glZN3k9XKB-I_cRHQZ4=3D404">
    <span>
    <strong>The magic of software; or, = what makes a good engineer also makes a good engineering organization (10 m= inute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Many of today's best practices were dra=
    wn from long-established internet companies like Google. However, the probl=
    em with copying its current practices on the basis of its success is that m= ost of those companies found near-invincible business models, and so almost=
    any practice developed or selected at random likely would continue to be s= uccessful to some degree. The practices and cultures that have developed at=
    these companies more often reflect optimizations for the benefit of variou=
    s decision makers rather than optimizations for actually creating something=
    great. The qualities that make a good engineer are often the same ones tha=
    t create good engineering organizations - both start with deep understandin=
    g as the basis for innovation and recognize that vision and engineering are=
    often deeply intertwined and mutually informative rather than linear.
    </span>
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    <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%2Fblog.zactownsend.com%2Fknow-your-enemy-how-three-years-= at-mckinsey-shaped-my-second-startup%3Futm_source=3Dtldrnewsletter/1/010001= 96af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/e33rVVIpZ774rgSy9mri= IG6boLTLFhDARj5Jhg1lVhM=3D404">
    <span>
    <strong>Know Your Enemy: How Three = Years at McKinsey Shaped My Second Startup (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Zac Townsend was an Associate Partner a=
    t McKinsey. This post talks about the reasons he joined the company, his ti=
    me there, the projects he worked on, and the lessons he learned from the ex= perience. After working there for three years, Townsend learned that it is = impossible to fix institutions that have gotten too big - there are too man=
    y people, too many processes, and too much regulatory overhang. This led hi=
    m to create his own company.
    </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.strangeloopcanon.com%2Fp%2Fworking-with-llms-a-few-= lessons%3Futm_source=3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523= -b20c-17d895f86cf8-000000/RlDDa4oczvXociL5g7lSSxxr8spnP4cIMpv98W0vl6Y=3D404=

    <span>
    <strong>Working with LLMs: A Few Le= ssons (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Large Language Models (LLMs) are inhere= ntly probabilistic, which means you have to add evaluation frameworks, huma= n-in-the-loop processes, and design for graceful failure, using LLMs for pr= obabilistic guidance rather than deterministic answers. Unlike with traditi= onal software, there is no way to get better at using AI than using AI - th= ere is no substitute for trial and error. This makes it hard to predict dev= elopment and makes building future-proof technology almost impossible. Whil=
    e software is inexpensive to distribute once written, LLMs have continued c= osts.
    </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>

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    <h1><strong>Quick Links</strong></h1>
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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>Register for Snyk's Securit=
    y Champions Webinar | May 15 (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Security Champions programs are a prove=
    n way to scale AppSec across dev teams. Join Snyk's live webinar on May 15 =
    @ 11AM ET and earn bonus CPE credits. <a href=3D"https://tracking.tldrnewsl= etter.com/CL0/https:%2F%2Fgo.snyk.io%2Fisc2-sec-champions-program-0515.html= %3Futm_campaign=3Ddm_pp_tldr_250508_wbn_250515_sec_champs_program%26utm_med= ium=3Dem-pa%26utm_source=3Dtldr%26utm_content=3Dwbn_250515_sec_champs_progr= am/2/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/y0ck0kQYW= Gts6oqeUlSPNqVBdtWJewgTlxrsaM4TREw=3D404" rel=3D"noopener noreferrer nofoll= ow" target=3D"_blank"><span>Save your spot now!</span></a>
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    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2Fastral-sh%2Fty%3Futm_source=3Dtldrnewslett= er/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/WDS34kNvt= pfPbf6rIfptG86tnoJ1Aak4mlWz7Xxolmk=3D404">
    <span>
    <strong>ty (GitHub Repo)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    ty is an extremely fast Python type che= cker and language server.
    </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%2F05%2F07%2Fnew-court-filing-show= s-that-meta-execs-agreed-that-facebook-was-losing-to-tiktok%2F%3Futm_source= =3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-0= 00000/MBK0LsGIsfaiLuWJJ_EoBgtRLg8VXC3vL_V20SQEuuY=3D404">
    <span>
    <strong>New court filing shows that=
    Meta execs agreed that Facebook was losing to TikTok (3 minute read)</stro=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The US government is attempting to prov=
    e that Meta violated competition laws, but new evidence shows that Meta had=
    identified TikTok as a major competitor several years ago.
    </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%2Fmodal.com%2Fblog%2Fgpu-utilization-guide%3Futm_source= =3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-0= 00000/MXiomH3oX8YYPbq8cR6IuA_LVOBLQ7NZI_rUFfZRMUE=3D404">
    <span>
    <strong>'I paid for the whole GPU, =
    I am going to use the whole GPU': A high-level guide to GPU utilization (20=
    minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    This article discusses GPU utilization = with a focus on neural network inference workloads.
    </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.theverge.com%2Fnews%2F662408%2Fnetflix-tiktok-feed-= vertical-video-mobile-app%3Futm_source=3Dtldrnewsletter/1/01000196af7da309-= 4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/vGCxYuVjbu9DGPBEkeJEsefy_8Remff= z8-vs6BebXE8=3D404">
    <span>
    <strong>Netflix will try a TikTok-l= ike feed on its mobile app (1 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Users will be able to watch shows or mo= vies right away, add them to their list of saved things to watch, and share=
    clips with friends.
    </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.stefanjudis.com%2Fblog%2Fstringly-typed%2F%3Futm_so= urce=3Dtldrnewsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86c= f8-000000/xbQ-rKPU97DceMzkPh3mqj-gsIJPI0NFkCWJE5S3Teo=3D404">
    <span>
    <strong>Stringly Typed (2 minute re= ad)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Applications are 'stringly typed' when = type information is available, but systems or functions are called based on=
    strings or stringified data.
    </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%2F9to5mac.com%2F2025%2F05%2F07%2Fapple-pushes-to-halt-app= -store-overhaul-as-epic-games-appeal-moves-forward%2F%3Futm_source=3Dtldrne= wsletter/1/01000196af7da309-4bdb32c3-e50c-4523-b20c-17d895f86cf8-000000/WfQ= FeBc0fMWt8igFIrdQGn7b_kBL81rKS9v8ruYbo5s=3D404">
    <span>
    <strong>Apple pushes to halt App St= ore overhaul as Epic Games appeal moves forward (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apple has requested a stay on a court i= njunction that requires the company to allow developers to link to alternat= ive payment methods in their apps.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

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