_  _    __    ___  __    ___  _____  _  _
 ( \( )  /__\  / __)(  )  / __)(  _  )( \( )
  )  (  /(__)\( (__  )(__( (__  )(_)(  )  (
 (_)\_)(__)(__)\___)(____)\___)(_____)(_)\_)

The History of Hacking  ·  May 31 – June 2, 2026  ·  Carolina Beach, NC

Connect from your terminal: telnet naclconbbs.net 23  |  ssh naclconbbs.net -p 2222

  • Meta Anthropic deal 🤝, SpaceX Pentagon compute ⚡, AI code migrations 👨‍💻

    From TLDR@VERT to All on Mon Jul 20 10:36:25 2026
    --xrq4V1Dx
    Content-Type: text/plain; charset=utf-8
    Content-Transfer-Encoding: quoted-printable

    Anthropic proposed a computing deal with Meta in June that could be
    worth=
    as much as $10 billion over two years. Meta is considering the
    deal=
    =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 [TLDR] [4]

    TLDR 2026-07-20

    REACH THE =
    PEOPLE WHO MAKE TECH BUYING DECISIONS (SPONSOR) [4]=20

    One of the bigge=
    st challenges in digital advertising is reaching the
    people who actually =
    make buying decisions. Founders, CTOs, engineering
    leaders, and product m=
    anagers read TLDR every day to stay on top of
    the tools, platforms, and t=
    rends shaping their industry. Unlike social
    media, where attention is spl=
    it across endless content, TLDR readers
    are intentionally engaged, giving=
    your brand the opportunity to reach
    the people who influence technology =
    purchases when they're actively
    paying attention. See how TLDR sponsorshi=
    p works. [4]=20

    =F0=9F=93=B1=20

    BIG TECH & STARTUPS

    META IN TAL=
    KS TO LEASE COMPUTING POWER TO ANTHROPIC IN POTENTIAL $10
    BILLION DEAL (5=
    MINUTE READ) [5]=20

    Anthropic proposed a computing deal with Meta in J=
    une that could be
    worth as much as $10 billion over two years. Meta is co=
    nsidering the
    deal, which would involve monthly payments and the option t=
    o opt out
    of any agreement early. The talks show how demand for more comp=
    uting
    power is still high. The deal could open up a new line of business =
    for
    Meta and provide Meta with a new revenue stream until demand for its=

    own AI services catches up.=20

    SPACEX IN TALKS TO PROVIDE COMPUTING =
    POWER FOR PENTAGON'S AI PUSH (3
    MINUTE READ) [6]=20

    SpaceX is in talk=
    s to provide the Defense Department with computing
    capacity at a cost of =
    up to several billion dollars. Some national
    security officials have rais=
    ed concerns that the Pentagon is becoming
    too reliant on Elon Musk's serv=
    ices. Pentagon officials have said they
    want to reduce reliance on indivi=
    dual tech companies. The Pentagon is
    seeking $30 billion in funding for a=
    n initiative that will focus on
    securing high-end AI chips.=20

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

    SCIENCE & FUTURISTIC TECHNOLOGY

    INDIA'S FIRST PRIV=
    ATELY-DEVELOPED ROCKET REACHES ORBIT ON DRAMATIC
    DEBUT LAUNCH (12 MINUTE =
    READ) [7]=20

    Skyroot Aerospace's Vikram-1 rocket, India's first fully c=
    ommercial
    satellite launcher, launched into a 280-mile-high orbit from an=
    island
    spaceport in the Bay of Bengal on Saturday. The launch was delaye=
    d for
    more than half an hour to resolve a last-minute technical problem, =
    but
    the flight was deemed a grand success. The Vikram-1 is India's first=

    private orbital rocket to reach orbit on its very first attempt. A
    sec=
    ond Vikram-1 launch could happen before the end of the year.=20

    CHINA J=
    OINS RUSH TO RETHINK THE SMARTPHONE FOR THE AI ERA (5 MINUTE
    READ) [8] =


    Several companies are now racing to develop devices with built-in AI=

    agents. ZTE Corp. has unveiled a lineup of co-designed smartphones
    wit=
    h built-in AI services. The NaviX Ultra, which it calls the world's
    first=
    agentic smartphone, pulls up ByteDance's AI agent Doubao with a
    voice co=
    mmand or the press of a button. It comes in black, pink,
    white, and blue.=
    =20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA SCIENCE

    TUNE IT,=
    DEPLOY IT, OWN IT: CRUSOE SERVERLESS FINE-TUNING IS NOW LIVE
    (SPONSOR) [=
    9]=20

    Fine-tune leading open models (Qwen, DeepSeek, Gemma, gpt-oss) on=

    your proprietary data with no clusters to provision and no surprise
    bi=
    lls [9]. Crusoe's token-based pricing ends the moment your model
    stops im=
    proving, and weights export in .safetensors format. Deploy in
    one click. =
    Get started =E2=86=92 [9]=20

    HOW ANTHROPIC RUNS LARGE-SCALE CODE MIGRAT=
    IONS WITH CLAUDE CODE (14
    MINUTE READ) [10]=20

    Code migrations were t=
    ypically multi-year endeavors until recently.
    Claude Code's capabilities =
    change the math for these types of
    projects. This post details the six-st=
    ep process Anthropic uses to
    perform code migrations. The core principle =
    is to fix the process that
    produces the code rather than fixing the code =
    itself.=20

    SCROLL-WORLD (GITHUB REPO) [11]=20

    scroll-world is a ski=
    ll that turns any brand into a scrollable 3D
    world. It works with Claude =
    Code, Codex, and any SKILL.md-compatible
    agent. The skill builds immersiv=
    e, control-scrubbed 'fly through the
    world' landing pages for any industr=
    y or brand. A video example is
    available in the repository.=20

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

    MISCELLANEOUS

    MAYBE INTELLIGENCE AIN'T ALL THAT (4=
    MINUTE READ) [12]=20

    AI chatbots are now smarter and more capable than=
    a lot of people,
    but there has yet to be an explosion or take-off in usa=
    ge. Coming up
    with ideas was never the hard part. Most problems can't be =
    worked out
    at a desk by thinking. Reality stays bound by how fast a thing=
    can be
    built and whether it holds.=20

    THESE AI-NATIVE COMPANIES HAVE=
    TINY STAFFS AND FEWER BOSSES (7 MINUTE
    READ) [13]=20

    The newest gene=
    ration of AI-infused companies offer a vision of how
    work could soon be s=
    tructured in other American corporations. They
    have fewer workers, more o=
    n-staff engineers, and a flatter structure
    where everyone is a player-coa=
    ch instead of strictly overseeing teams.
    The structure is a proving groun=
    d for the philosophy that corporate
    giants are trying to channel through =
    reorganizations, de-layering, job
    cuts, and investment into AI.=20

    =
    =E2=9A=A1=20

    QUICK LINKS

    APPLE, NVIDIA VIE FOR TITLE OF WORLD'S MO=
    ST VALUABLE COMPANY (2
    MINUTE READ) [14]=20

    Apple briefly became the =
    world's most valuable company on Friday.=20

    AN AWS BILLING BUG SENT USE=
    RS ESTIMATED CHARGES OF UP TO $2.5
    TRILLION (2 MINUTE READ) [15]=20

    A=
    mazon has confirmed a unit pricing error and is recomputing all
    estimates=
    .=20

    ARE THE LLM WARS THE DATABASE WARS? (2 MINUTE READ) [16]=20

    Th=
    e winners of the database wars weren't the ones everyone was
    arguing abou=
    t.=20

    DOMAIN-SPECIFIC HARNESSES (2 MINUTE READ) [17]=20

    Different w=
    orkloads perform better with certain combinations of
    models and harnesses=
    .=20

    QWEN3.8 HAS LAUNCHED (1 MINUTE READ) [18]=20

    The massive 2.4T =
    parameter model is also going open weight soon.=20

    AI MANIA IS EVISCERA=
    TING GLOBAL DECISIONMAKING (38 MINUTE READ) [19]=20

    The people in charg=
    e either have no plan or see no path forward other
    than keeping their hea=
    ds down.=20

    Love TLDR? Tell your friends and get rewards!

    Share yo=
    ur referral link below with friends to get free TLDR swag!=20

    https://r=
    efer.tldr.tech/66662a80/ [20]=20

    =09=09 Track your referrals here. [21] =


    Want to advertise in TLDR? =F0=9F=93=B0

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    Thanks for re=
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    Manage your subscripti=
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    =20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Anthropic = proposed a computing deal with Meta in June that could be worth as much as = $10 billion over two years. Meta is considering the deal&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbs= p;&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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    <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tl= dr.tech%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dp= rimary07202026/1/0100019f7f1931ba-76fb2d40-baaf-4ef9-92cb-0a5fd38550fd-0000= 00/ntJ55It5yr37hb8IDmPsvtkdqt7g4aK9Nv1-xZoI_r8=3D452"><img src=3D"https://i= mages.tldr.tech/tldr50.png" valign=3D"middle" style=3D"vertical-align: midd=
    le !important; height: 100%;" alt=3D"TLDR"></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">2026-07-20</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>Reach the people who make t= ech buying decisions (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    One of the biggest challenges in digita=
    l advertising is reaching the people who actually make buying decisions. Fo= unders, CTOs, engineering leaders, and product managers read TLDR every day=
    to stay on top of the tools, platforms, and trends shaping their industry.=
    Unlike social media, where attention is split across endless content, TLDR=
    readers are intentionally engaged, giving your brand the opportunity to re= ach the people who influence technology purchases when they're actively pay= ing attention. <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F= %2Fadvertise.tldr.tech%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26u= tm_campaign=3Dprimary07202026/3/0100019f7f1931ba-76fb2d40-baaf-4ef9-92cb-0a= 5fd38550fd-000000/GwP5KTu7o_rga_d_16FSMPYzr724tI11OWp3C--BodY=3D452" rel=3D= "noopener noreferrer nofollow" target=3D"_blank"><span>See how TLDR sponsor= ship works.</span></a>
    </span>
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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><td style=3D"padding: 0px;">

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    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
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    <div style=3D"text-align: center;">

    <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=

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    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F9m4Uyc/1/0100019f7f1931ba-76= fb2d40-baaf-4ef9-92cb-0a5fd38550fd-000000/N3sbzn2XiGSFnlqFbk4hM4S7etiw8EiYP= DthRAaY3tE=3D452">
    <span>
    <strong>Meta in Talks to Lease Comp= uting Power to Anthropic in Potential $10 Billion Deal (5 minute read)</str=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Anthropic proposed a computing deal wit=
    h Meta in June that could be worth as much as $10 billion over two years. M= eta is considering the deal, which would involve monthly payments and the o= ption to opt out of any agreement early. The talks show how demand for more=
    computing power is still high. The deal could open up a new line of busine=
    ss for Meta and provide Meta with a new revenue stream until demand for its=
    own AI services catches up.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F1Hy09U/1/0100019f7f1931ba-76= fb2d40-baaf-4ef9-92cb-0a5fd38550fd-000000/mNfkP8hhTIezubgzyvRf8bpxahf291E7A= Azcg7dUnQc=3D452">
    <span>
    <strong>SpaceX in Talks to Provide = Computing Power for Pentagon's AI Push (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    SpaceX is in talks to provide the Defen=
    se Department with computing capacity at a cost of up to several billion do= llars. Some national security officials have raised concerns that the Penta= gon is becoming too reliant on Elon Musk's services. Pentagon officials hav=
    e said they want to reduce reliance on individual tech companies. The Penta= gon is seeking $30 billion in funding for an initiative that will focus on = securing high-end AI chips.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    </td></tr></tbody></table>


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    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;">

    <h1><strong>Science &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%2Farstechnica.com%2Fspace%2F2026%2F07%2Findias-first-priv= ately-developed-rocket-reaches-orbit-on-dramatic-debut-launch%2F%3Futm_sour= ce=3Dtldrnewsletter/1/0100019f7f1931ba-76fb2d40-baaf-4ef9-92cb-0a5fd38550fd= -000000/WiFe7MWX0kamXdUSOyo8VqNobW7e7eXJKg1BGWuE1FY=3D452">
    <span>
    <strong>India's first privately-dev= eloped rocket reaches orbit on dramatic debut launch (12 minute read)</stro=

    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Skyroot Aerospace's Vikram-1 rocket, In= dia's first fully commercial satellite launcher, launched into a 280-mile-h= igh orbit from an island spaceport in the Bay of Bengal on Saturday. The la= unch was delayed for more than half an hour to resolve a last-minute techni= cal problem, but the flight was deemed a grand success. The Vikram-1 is Ind= ia's first private orbital rocket to reach orbit on its very first attempt.=
    A second Vikram-1 launch could happen before the end of the year.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FvpNPtZ/1/0100019f7f1931ba-76= fb2d40-baaf-4ef9-92cb-0a5fd38550fd-000000/xhYa15DOx3ZPVFe6MviYvALxpZfKuaEzX= zddlNOg5GA=3D452">
    <span>
    <strong>China Joins Rush to Rethink=
    the Smartphone for the AI Era (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Several companies are now racing to dev= elop devices with built-in AI agents. ZTE Corp. has unveiled a lineup of co= -designed smartphones with built-in AI services. The NaviX Ultra, which it = calls the world's first agentic smartphone, pulls up ByteDance's AI agent D= oubao with a voice command or the press of a button. It comes in black, pin=
    k, white, and blue.
    </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= =92=BB</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>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.crusoe.ai%2Fcloud%2Fserverless-fine-tuning%3Futm_so= urce=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dsft-launch/1/0100019= f7f1931ba-76fb2d40-baaf-4ef9-92cb-0a5fd38550fd-000000/CnDrtzRve69Xxs11VoIUy= RyGqrZIxG6cSWppbuz89bI=3D452">
    <span>
    <strong>Tune it, deploy it, own it:=
    Crusoe Serverless Fine-Tuning is now live (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Fine-tune leading open models (Qwen, De= epSeek, Gemma, gpt-oss) on your proprietary data with no clusters to provis= ion and <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.= crusoe.ai%2Fcloud%2Fserverless-fine-tuning%3Futm_source=3Dtldr%26utm_medium= =3Dnewsletter%26utm_campaign=3Dsft-launch/2/0100019f7f1931ba-76fb2d40-baaf-= 4ef9-92cb-0a5fd38550fd-000000/xRHt8yi6UQLlGR124V3kkkIuGZ1w9q9x92W9HzEy3hc= =3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>no sur= prise bills</span></a>. Crusoe's token-based pricing ends the moment your m= odel stops improving, and weights export in .safetensors format. Deploy in = one click. <a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fw= ww.crusoe.ai%2Fcloud%2Fserverless-fine-tuning%3Futm_source=3Dtldr%26utm_med= ium=3Dnewsletter%26utm_campaign=3Dsft-launch/3/0100019f7f1931ba-76fb2d40-ba= af-4ef9-92cb-0a5fd38550fd-000000/r5LjoPLPwzHbwjjltB_C-ZW2VWQMEVZBZ2EBeKn99R= 4=3D452" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Get s= tarted =E2=86=92</span></a>
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fclaude.com%2Fblog%2Fai-code-migration%3Futm_source=3Dtl= drnewsletter/1/0100019f7f1931ba-76fb2d40-baaf-4ef9-92cb-0a5fd38550fd-000000= /KAeG6ILXJH9oz8R3fM81Ww3yHJUgpHNGpswj6Ajg-jI=3D452">
    <span>
    <strong>How Anthropic runs large-sc= ale code migrations with Claude Code (14 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Code migrations were typically multi-ye=
    ar endeavors until recently. Claude Code's capabilities change the math for=
    these types of projects. This post details the six-step process Anthropic = uses to perform code migrations. The core principle is to fix the process t= hat produces the code rather than fixing the code itself.
    </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%2Foso95%2Fscroll-world%3Futm_source=3Dtldrne= wsletter/1/0100019f7f1931ba-76fb2d40-baaf-4ef9-92cb-0a5fd38550fd-000000/Ic8= TXGkBqsRWU2o7CEnPclooEVCctSoCPtASXIP-pbE=3D452">
    <span>
    <strong>scroll-world (GitHub Repo)<= /strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    scroll-world is a skill that turns any = brand into a scrollable 3D world. It works with Claude Code, Codex, and any=
    SKILL.md-compatible agent. The skill builds immersive, control-scrubbed 'f=
    ly through the world' landing pages for any industry or brand. A video exam= ple is available in the repository.
    </span>
    </span>
    </div>
    </td></tr></tbody></table>

    </td></tr></tbody></table>



    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
    </td></tr></tbody></table>

    <table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
    <div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
    </div>
    </td></tr></tbody></table>

    <table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">

    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FnQJ49J/1/0100019f7f1931ba-76= fb2d40-baaf-4ef9-92cb-0a5fd38550fd-000000/9rWN4p15SCaesTEpT1iM8NWO0aRFsQ1cW= rKeNKOtrsk=3D452">
    <span>
    <strong>Maybe Intelligence Ain't Al=
    l That (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    AI chatbots are now smarter and more ca= pable than a lot of people, but there has yet to be an explosion or take-of=
    f in usage. Coming up with ideas was never the hard part. Most problems can=
    't be worked out at a desk by thinking. Reality stays bound by how fast a t= hing can be built and whether it holds.
    </span>
    </span>
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