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  • TikTok microdramas 📱, NYSE blockchain exchange 📈, LLMs & dev careers 👨‍💻

    From TLDR@VERT to All on Tue Jan 20 11:23:32 2026
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    TikTok's new app, PineDrama, offers access to microdramas, bite-sized
    TV =
    shows that can be watched in a series of one-minute
    episodes=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 2026-01-20

    GOODBYE =
    LOW TEST COVERAGE AND SLOW QA CYCLES (SPONSOR) [4]=20

    Bugs sneak out wh=
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    shipping. However, getti=
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    eam.

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    =09* Zero flakes, guaranteed

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    cases and 86% FAS=
    TER QA CYCLES.

    Get Started For Free [9]

    =F0=9F=93=B1=20

    BIG TE=
    CH & STARTUPS

    TIKTOK QUIETLY LAUNCHES A MICRODRAMA APP CALLED =
    =E2=80=98PINEDRAMA' (2
    MINUTE READ) [10]=20

    TikTok's new app, PineDra=
    ma, offers access to microdramas, bite-sized
    TV shows that can be watched=
    in a series of one-minute episodes. It
    features a variety of genres, inc=
    luding thriller, romance, and family.
    The microdrama industry is projecte=
    d to bring in $26 billion in annual
    revenue by 2030. PineDrama will compe=
    te with existing microdrama
    platforms like ReelShort and DramaBox.=20

    =
    OPENAI TEASES HARDWARE UNVEIL THIS YEAR AS JONY IVE'S TEAM HIRES MORE
    AP=
    PLE ALUMNI (1 MINUTE READ) [11]=20

    OpenAI is on track to unveil its fir=
    st hardware product in the second
    half of 2026. Jony Ive's 'io' team at O=
    penAI recently hired Janum
    Trivedi, who previously worked on SpringBoard =
    at Apple. Trivedi also
    built Split View, Multitasking Drag & Drop, iPad P=
    ointer Gestures, and
    more for iPadOS 15.=20

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

    SCIENCE=
    & FUTURISTIC TECHNOLOGY

    THE FASTEST HUMAN SPACEFLIGHT MISSION IN HIS=
    TORY CRAWLS CLOSER TO
    LIFTOFF (9 MINUTE READ) [12]=20

    NASA rolled out=
    the Artemis II rocket to its launch pad over the
    weekend. The Artemis II=
    mission will set several notable spaceflight
    records. The astronauts wil=
    l travel further from the Earth than any
    human in history, flying to the =
    far side of the Moon and back. The
    mission is on track for liftoff as soo=
    n as next month.=20

    A MATIC HOME STORY (16 MINUTE READ) [13]=20

    Mat=
    ic's robots have cleaned over 50 million square feet across real
    homes si=
    nce launch. The company was designed from the ground up to
    iterate quickl=
    y. It shipped early, observed behavior, learned from
    real homes, and refi=
    ned constantly. This article tells the story of
    Matic's founders and how =
    they built the company.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN & DATA=
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    Start building with Auth0 today. [14]

    LLMS AND YOUR CAREE=
    R (3 MINUTE READ) [15]=20

    Interesting software development jobs aren't =
    likely to disappear. The
    jobs that are dependent on the fundamentals of s=
    oftware aren't going
    to stop being dependent on the fundamentals of softw=
    are. More LLM
    usage will mean more stress on the tools and applications t=
    hat rely on
    the fundamentals of software. The most conservative way to bu=
    ild a
    career as a software developer is to be practical and effective at=

    problem-solving and to better understand over time how the tools you
    u=
    se work so that you can make better decisions.=20

    I WAS A TOP 0.01% CUR=
    SOR USER. HERE'S WHY I SWITCHED TO CLAUDE CODE
    2.0 (32 MINUTE READ) [16] =


    Claude Code 2.0 has a flexible and robust harness with an evolved UX=

    and fewer bugs. The RLHF Anthropic did on Opus 4.5 completely changed
    =
    the equation. Users no longer need to review code or instruct the
    model a=
    t the level of files or functions: they can just test behaviors
    instead. =
    Claude Code can be used by developers who never plan on
    learning how to c=
    ode and just care about outputs.=20

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

    MISCELLANEOUS
    =

    NYSE BUILDS VENUE FOR 24/7 TRADING OF TOKENIZED STOCKS, ETFS (5
    MINUT=
    E READ) [17]=20

    The New York Stock Exchange is building a new digital t=
    rading
    platform using blockchain technology to allow for around-the-clock=

    trading of tokenized stocks and exchange-traded funds. The platform
    wi=
    ll launch later this year, pending regulatory approval. It will
    allow for=
    new types of investor accessibility and create new
    opportunities for ret=
    ail to participate in stablecoin-funded markets.
    The digital infrastructu=
    re will allow trades to be funded and settled
    in real-time without the cu=
    rrent one-day delay.=20

    ALL BETS ARE ON: THE RISE OF PREDICTION MARKETS=
    (10 MINUTE READ) [18]


    Nearly $12 billion was traded on Kalshi and=
    Polymarket in December,
    up more than 400% from a year earlier. The rise =
    of prediction markets
    has created new risks and raised fears about the sp=
    read of gambling.
    There are also concerns about market manipulation and i=
    nsider trading.
    Proponents of prediction markets claim that the platforms=
    are
    fundamentally different from gambling and that they offer a valuable=

    new source of information by allowing people to bet on world events.=20
    =

    =E2=9A=A1=20

    QUICK LINKS

    NEW FORRESTER STUDY: FRAGMENTATION IS =
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    APPLE TESTING NEW AP=
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    AGENT PSYCHOSIS: ARE WE GOING INSANE? (12 MINUTE READ)=
    [25]=20

    AI agents are massive slop machines if you turn off your brain=
    and
    let go immediately.=20

    PALMER LUCKEY: META ISN'T ABANDONING VR, =
    STUDIO CLOSURES "A GOOD
    THING" (6 MINUTE READ) [26]=20

    Oculus founder=
    Palmer Luckey says Meta was crowding out the ecosystem
    and that recent s=
    tudio shutdowns and layoffs will be a good thing for
    the long-term health=
    of the VR industry.=20

    AMAZON IS ENDING ALL INVENTORY COMMINGLING AS O=
    F MARCH 31, 2026 (1
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    The change will reduce the c=
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    [29]=20

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

    If your company i=
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    Want to work=
    at TLDR? =F0=9F=92=BC

    APPLY HERE [31], CREATE YOUR OWN ROLE [32] or =
    send a friend's resume
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    R is one of INC.'S
    BEST BOOTSTRAPPED BUSINESSES [33] of 2025.=20

    If y=
    ou have any comments or feedback, just respond to this email!=20

    Thanks =
    for reading,=20
    Dan Ni [34] & Stephen Flanders [35]=20

    Manage your subs=
    criptions [36] to our other newsletters on tech,
    startups, and programmin=
    g. Or if TLDR isn't for you, please
    unsubscribe [37].=20

    =20

    Links:=

    ------
    [1] https://tldr.tech/signup?utm_source=3Dtldr
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    [3] https://a.tldrnewsletter.com/web-version?ep=3D1&lc= =3D265280dc-d4e0-11f0-a661-1b9fa34a893d&p=3D0c0d5b1e-f5df-11f0-8bcf-e7733f7= 7e92a&pt=3Dcampaign&t=3D1768908212&s=3D793b8a8435f287d8d825975892cfc2a03ac9= 0d5a73d48efd7851af45378a0284
    [4] https://www.qawolf.com?utm_source=3Dtldr= &utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__Newslette= rAudience_-_Newsletter_GoodbyeLowTestCoverage_20260120-None_Experiment-FALS= E&utm_term=3Dheadline-GoodbyeLowTestCoverageAndSlowQACycles&utm_content=3DG= oodbyeLowTestCoverage_GetStartedForFree_None_Headline%3AGoodbyeLowTestCover= ageAndSlowQACycles____Newsletter-PrimaryPlacement_20260120_v1_
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    [6] https:/= /www.qawolf.com/how-it-works?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_= campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_Goodby= eLowTestCoverage_20260120-None_Experiment-FALSE&utm_term=3Dbody-80PercentAu= tomatedE2ETestCoverageInWeeks&utm_content=3DGoodbyeLowTestCoverage_GetStart= edForFree_None_Headline%3AGoodbyeLowTestCoverageAndSlowQACycles____Newslett= er-PrimaryPlacement_20260120_v1_
    [7] https://www.qawolf.com/how-it-works?= utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conve= rsions__NewsletterAudience_-_Newsletter_GoodbyeLowTestCoverage_20260120-Non= e_Experiment-FALSE&utm_term=3Dbody-UnlimtiedParallelTestRuns&utm_content=3D= GoodbyeLowTestCoverage_GetStartedForFree_None_Headline%3AGoodbyeLowTestCove= rageAndSlowQACycles____Newsletter-PrimaryPlacement_20260120_v1_
    [8] https= ://www.qawolf.com/customers/drata?utm_source=3Dtldr&utm_medium=3Dnewsletter= &utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_G= oodbyeLowTestCoverage_20260120-None_Experiment-FALSE&utm_term=3Dbody-Dratas= TeamOfEngineers&utm_content=3DGoodbyeLowTestCoverage_GetStartedForFree_None= _Headline%3AGoodbyeLowTestCoverageAndSlowQACycles____Newsletter-PrimaryPlac= ement_20260120_v1_
    [9] https://www.qawolf.com?utm_source=3Dtldr&utm_mediu= m=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_= -_Newsletter_GoodbyeLowTestCoverage_20260120-None_Experiment-FALSE&utm_term= =3DCTA-GetStartedForFree&utm_content=3DGoodbyeLowTestCoverage_GetStartedFor= Free_None_Headline%3AGoodbyeLowTestCoverageAndSlowQACycles____Newsletter-Pr= imaryPlacement_20260120_v1_
    [10] https://techcrunch.com/2026/01/16/tiktok= -quietly-launches-a-micro-drama-app-called-pinedrama/?utm_source=3Dtldrnews= letter
    [11] https://9to5mac.com/2026/01/19/openai-teases-hardware-unveil-= this-year-as-jony-ives-team-hires-more-apple-alumni/?utm_source=3Dtldrnewsl= etter
    [12] https://arstechnica.com/space/2026/01/nasas-artemis-ii-rocket-= rolls-to-launch-pad-but-key-test-looms-ahead/?utm_source=3Dtldrnewsletter=

    [13] https://arenamag.com/articles/a-matic-home-story?utm_source=3Dtldrn= ewsletter
    [14] https://auth0.com/signup?onboard_app=3Dauth_for_aa&ocid=3D= 701KZ000000cXXxYAM_aPA4z0000008OZeGAM?utm_source=3Dtldr&utm_campaign=3Damer= _namer_usa_all_ciam_dev_dg_plg_auth0_native_tldr_native_aud_jan_2026_placem= ents_utm2&utm_medium=3Dcpc&utm_id=3DaNKWR000002mh1V4AQ
    [15] https://notes= .eatonphil.com/2026-01-19-llms-and-your-career.html?utm_source=3Dtldrnewsle= tter
    [16] https://blog.silennai.com/claude-code?utm_source=3Dtldrnewslett=
    er
    [17] https://links.tldrnewsletter.com/AE2ofe
    [18] https://links.tldr=
    newsletter.com/HPKbwL
    [19] https://thoughtleadership.forrester.com/go/mir= o/aiforcollaboration/?lang=3Den-us&utm_campaign=3Dquicklink&utm_source=3DTL= DR&utm_medium=3Demail&utm_content=3Dsponsorship&src=3D-newsletter_glb
    [20=
    ] https://www.nicolasbustamante.com/p/model-market-fit?utm_source=3Dtldrnew= sletter
    [21] https://news.ycombinator.com/item?id=3D46678550&utm_source= =3Dtldrnewsletter
    [22] https://9to5mac.com/2026/01/16/iphone-apple-app-st= ore-search-results-ads-new-design/?utm_source=3Dtldrnewsletter
    [23] https= ://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5-4127-be71-602d30e5001e?utm_sour= ce=3Dtldrnewsletter
    [24] https://jobs.ashbyhq.com/tldr.tech/3b21aaf8-dea5=
    -4127-be71-602d30e5001e
    [25] https://lucumr.pocoo.org/2026/1/18/agent-psy= chosis/?utm_source=3Dtldrnewsletter
    [26] https://www.uploadvr.com/palmer-= luckey-meta-isnt-abandoning-vr-studio-closures-a-good-thing/?utm_source=3Dt= ldrnewsletter
    [27] https://threadreaderapp.com/thread/2012824754319753456= .html?utm_source=3Dtldrnewsletter
    [28] https://refer.tldr.tech/66662a80/=

    [29] https://hub.sparklp.co/sub_e87ba9c7d7c0/1
    [30] https://advertise.= tldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadverti= secta
    [31] https://jobs.ashbyhq.com/tldr.tech
    [32] https://jobs.ashbyhq=
    .com/tldr.tech/c227b917-a6a4-40ce-8950-d3e165357871
    [33] https://www.link= edin.com/feed/update/urn:li:activity:7401699691039830016/
    [34] https://tw=
    itter.com/tldrdan
    [35] https://twitter.com/SteveFlanders22
    [36] https:/=
    /tldr.tech/tech/manage?email=3Dtldrnewsletter%40synchro.net
    [37] https://= a.tldrnewsletter.com/unsubscribe?ep=3D1&l=3Dcfa2d55a-b7be-11e8-a3c9-06b79b6= 28af2&lc=3D265280dc-d4e0-11f0-a661-1b9fa34a893d&p=3D0c0d5b1e-f5df-11f0-8bcf= -e7733f77e92a&pt=3Dcampaign&pv=3D4&spa=3D1768906876&t=3D1768908212&s=3Db5bf= a6f83d3020e5f3b375ab193144a8d53db25f2f5bae482701c487a60ee1f5
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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">TikTok&#03= 9;s new app, PineDrama, offers access to microdramas, bite-sized TV shows t= hat can be watched in a series of one-minute episodes&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%2Fwww.qawolf.c= om%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_D= emo_Conversions__NewsletterAudience_-_Newsletter_GoodbyeLowTestCoverage_202= 60120-None_Experiment-FALSE%26utm_term=3Dheadline-GoodbyeLowTestCoverageAnd= SlowQACycles%26utm_content=3DGoodbyeLowTestCoverage_GetStartedForFree_None_= Headline%253AGoodbyeLowTestCoverageAndSlowQACycles____Newsletter-PrimaryPla= cement_20260120_v1_/1/0100019bdb2548c3-69792f30-eaa0-481c-b157-cc27fb7f2197= -000000/-rSW8qC510NpY3f0wX3qpF69Sb3n4GB1ZtwH4NfGPFI=3D440"><img src=3D"http= s://images.tldr.tech/qawolf-3.png" valign=3D"middle" style=3D"vertical-alig=
    n: middle !important; height: 100%;" alt=3D"QA Wolf"></a></td></tr></tbody>= </table>

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

    <h1><strong>TLDR <span id=3D"date">2026-01-20</span></strong></h1>
    </div>
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    <table style=3D"table-layout: fixed; width:100%;" width=3D"100%"><tbody><tr=
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    " rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>80% automate=
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    er noreferrer nofollow" target=3D"_blank"><span>Unlimited parallel test run= s</span></a></li>
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    rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Drata's team =
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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 class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
    <div class=3D"text-block">
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    </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;">
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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%2Ftechcrunch.com%2F2026%2F01%2F16%2Ftiktok-quietly-launch= es-a-micro-drama-app-called-pinedrama%2F%3Futm_source=3Dtldrnewsletter/1/01= 00019bdb2548c3-69792f30-eaa0-481c-b157-cc27fb7f2197-000000/ihQk3Gq21P3S97Q7= PNxczHENzTqMq-LpnbVBXVxnVj8=3D440">
    <span>
    <strong>TikTok quietly launches a m= icrodrama app called =E2=80=98PineDrama' (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    TikTok's new app, PineDrama, offers acc= ess to microdramas, bite-sized TV shows that can be watched in a series of = one-minute episodes. It features a variety of genres, including thriller, r= omance, and family. The microdrama industry is projected to bring in $26 bi= llion in annual revenue by 2030. PineDrama will compete with existing micro= drama platforms like ReelShort and DramaBox.
    </span>
    </span>
    </div>
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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>
    <strong>OpenAI teases hardware unve=
    il this year as Jony Ive's team hires more Apple alumni (1 minute read)</st= rong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI is on track to unveil its first = hardware product in the second half of 2026. Jony Ive's 'io' team at OpenAI=
    recently hired Janum Trivedi, who previously worked on SpringBoard at Appl=
    e. Trivedi also built Split View, Multitasking Drag &amp; Drop, iPad Pointe=
    r Gestures, and more for iPadOS 15.
    </span>
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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>
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    ;" 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 style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
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    o its launch pad over the weekend. The Artemis II mission will set several = notable spaceflight records. The astronauts will travel further from the Ea= rth than any human in history, flying to the far side of the Moon and back.=
    The mission is on track for liftoff as soon as next month.
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    <table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farenamag.com%2Farticles%2Fa-matic-home-story%3Futm_sour= ce=3Dtldrnewsletter/1/0100019bdb2548c3-69792f30-eaa0-481c-b157-cc27fb7f2197= -000000/95ktxrnEld8CaBh46_EDOSwAwnlJBY-2l3gMavJAld0=3D440">
    <span>
    <strong>A Matic Home Story (16 minu=
    te read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Matic's robots have cleaned over 50 mil= lion square feet across real homes since launch. The company was designed f= rom the ground up to iterate quickly. It shipped early, observed behavior, = learned from real homes, and refined constantly. This article tells the sto=
    ry of Matic's founders and how they built the company.
    </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%2Fauth0.com%2Fsignup%3Fonboard_app=3Dauth_for_aa%26ocid= =3D701KZ000000cXXxYAM_aPA4z0000008OZeGAM%3Futm_source=3Dtldr%26utm_campaign= =3Damer_namer_usa_all_ciam_dev_dg_plg_auth0_native_tldr_native_aud_jan_2026= _placements_utm2%26utm_medium=3Dcpc%26utm_id=3DaNKWR000002mh1V4AQ/1/0100019= bdb2548c3-69792f30-eaa0-481c-b157-cc27fb7f2197-000000/iVPoXRlcIIwF3kDUg_8AM= nT_WbNJ8JdDATXppaMglGs=3D440">
    <span>
    <strong>Want to ship AI agents with=
    built-in auth and security? (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Connect your AI agents to apps and data=
    more securely, give users control over the actions AI agents can perform a=
    nd the data they can access, and enable human confirmation for critical age=
    nt actions.&nbsp;<p></p><p><a href=3D"https://tracking.tldrnewsletter.com/C= L0/https:%2F%2Fauth0.com%2Fsignup%3Fonboard_app=3Dauth_for_aa%26ocid=3D701K= Z000000cXXxYAM_aPA4z0000008OZeGAM%3Futm_source=3Dtldr%26utm_campaign=3Damer= _namer_usa_all_ciam_dev_dg_plg_auth0_native_tldr_native_aud_jan_2026_placem= ents_utm2%26utm_medium=3Dcpc%26utm_id=3DaNKWR000002mh1V4AQ/2/0100019bdb2548= c3-69792f30-eaa0-481c-b157-cc27fb7f2197-000000/iHx3Fm76sz83X5qYGGDKMz6lap-w= 7eOJxkQuyy3rmBA=3D440" rel=3D"noopener noreferrer nofollow" target=3D"_blan= k"><span>Start building with Auth0 today.</span></a>



    </span></span></div>
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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>
    <strong>LLMs and your career (3 min= ute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Interesting software development jobs a= ren't likely to disappear. The jobs that are dependent on the fundamentals =
    of software aren't going to stop being dependent on the fundamentals of sof= tware. More LLM usage will mean more stress on the tools and applications t= hat rely on the fundamentals of software. The most conservative way to buil=
    d a career as a software developer is to be practical and effective at prob= lem-solving and to better understand over time how the tools you use work s=
    o that you can make better decisions.
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    </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>
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    <span>
    <strong>I was a top 0.01% Cursor us= er. Here's why I switched to Claude Code 2.0 (32 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Claude Code 2.0 has a flexible and robu=
    st harness with an evolved UX and fewer bugs. The RLHF Anthropic did on Opu=
    s 4.5 completely changed the equation. Users no longer need to review code =
    or instruct the model at the level of files or functions: they can just tes=
    t behaviors instead. Claude Code can be used by developers who never plan o=
    n learning how to code and just care about outputs.
    </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%2FAE2ofe/1/0100019bdb2548c3-69= 792f30-eaa0-481c-b157-cc27fb7f2197-000000/1qRMgrcO7BK3tmBObcP_PkwNcxmezEaT-= XX5iNGebj8=3D440">
    <span>
    <strong>NYSE Builds Venue for 24/7 = Trading of Tokenized Stocks, ETFs (5 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The New York Stock Exchange is building=
    a new digital trading platform using blockchain technology to allow for ar= ound-the-clock trading of tokenized stocks and exchange-traded funds. The p= latform will launch later this year, pending regulatory approval. It will a= llow for new types of investor accessibility and create new opportunities f=
    or retail to participate in stablecoin-funded markets. The digital infrastr= ucture will allow trades to be funded and settled in real-time without the = current one-day delay.
    </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%2FHPKbwL/1/0100019bdb2548c3-69= 792f30-eaa0-481c-b157-cc27fb7f2197-000000/t_fBlwKfKZTH_8PrkkvKSHwci1E7H2deV= DpEZTgmKzM=3D440">
    <span>
    <strong>All Bets Are On: The Rise o=
    f Prediction Markets (10 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Nearly $12 billion was traded on Kalshi=
    and Polymarket in December, up more than 400% from a year earlier. The ris=
    e of prediction markets has created new risks and raised fears about the sp= read of gambling. There are also concerns about market manipulation and ins= ider trading. Proponents of prediction markets claim that the platforms are=
    fundamentally different from gambling and that they offer a valuable new s= ource of information by allowing people to bet on world events.
    </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;">=E2=9A= =A1</span></div></div>
    </td></tr></tbody></table>

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

    <h1><strong>Quick Links</strong></h1>
    </div>
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    <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%2Fthoughtleadership.forrester.com%2Fgo%2Fmiro%2Faiforcoll= aboration%2F%3Flang=3Den-us%26utm_campaign=3Dquicklink%26utm_source=3DTLDR%= 26utm_medium=3Demail%26utm_content=3Dsponsorship%26src=3D-newsletter_glb/1/= 0100019bdb2548c3-69792f30-eaa0-481c-b157-cc27fb7f2197-000000/1wyshWO3-eJhvd= sr7PhBSsFG1aahHRHgEDAmHc-DVcg=3D440">
    <span>
    <strong>New Forrester study: Fragme= ntation is killing AI ROI (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    75% of leaders believe that AI is overl=
    y focused on individual productivity, creating siloes and hurting collabora= tion. What's the alternative? <a class=3D"underline" href=3D"https://tracki= ng.tldrnewsletter.com/CL0/https:%2F%2Fthoughtleadership.forrester.com%2Fgo%= 2Fmiro%2Faiforcollaboration%2F%3Flang=3Den-us%26utm_campaign=3Dquicklink%26= utm_source=3DTLDR%26utm_medium=3Demail%26utm_content=3Dsponsorship%26src=3D= -newsletter_glb/2/0100019bdb2548c3-69792f30-eaa0-481c-b157-cc27fb7f2197-000= 000/6YuJKziRNblZeoAdTjVeWTXsqBcjTOglrC23MfMYT3w=3D440" rel=3D"noopener nore= ferrer nofollow" target=3D"_blank"><span>Get a free copy of the study from = Miro</span></a>
    </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>
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    <strong>Model-Market Fit (15 minute=
    read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    No amount of brilliant UX, go-to-market=
    strategy, or engineering can make customers adopt a product whose core AI = task doesn't solve their job to be done.
    </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">
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    <span>
    <strong>Ask HN: COBOL devs, how is =
    AI coding affecting your work? (Hacker News Thread)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    AI isn't competent enough yet to progra=
    m in COBOL, and keeping code compliant remains a tough challenge.
    </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%2F2026%2F01%2F16%2Fiphone-apple-app-store-s= earch-results-ads-new-design%2F%3Futm_source=3Dtldrnewsletter/1/0100019bdb2= 548c3-69792f30-eaa0-481c-b157-cc27fb7f2197-000000/X117lHKJ5arNRNBdKFnuNCz0V= p8Wuam_hxHN0AhXLjI=3D440">
    <span>
    <strong>Apple testing new App Store=
    design that blurs the line between ads and search results (1 minute read)<= /strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A recent change removes the blue backgr= ound around sponsored results.
    </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%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-= 602d30e5001e%3Futm_source=3Dtldrnewsletter/1/0100019bdb2548c3-69792f30-eaa0= -481c-b157-cc27fb7f2197-000000/rrYA1t6DqKIKUkBm8NFleW7nYcPLFPp_2Ja8Go_0NbY= =3D440">
    <span>
    <strong>TLDR is hiring a Senior Sof= tware Engineer, Applied AI ($200k-$300k, Fully Remote)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    As the first engineer on TLDR's new App= lied AI team, you'll build AI agents and composable Claude Skills to let no= n-technical teammates create their own AI workflows.&nbsp;<a class=3D"c-lin=
    k" href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq= .com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e/1/0100019bdb2548c3-= 69792f30-eaa0-481c-b157-cc27fb7f2197-000000/7uJBFa6uEbNmT3862X4pbHmA5gkbQcz= plb0M7h6vOVM=3D440" rel=3D"noopener noreferrer" target=3D"_blank"><span>Lea=
    rn more</span></a>.
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    ng Insane? (12 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    AI agents are massive slop machines if = you turn off your brain and let go immediately.
    </span>
    </span>
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    </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">
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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.uploadvr.com%2Fpalmer-luckey-meta-isnt-abandoning-v= r-studio-closures-a-good-thing%2F%3Futm_source=3Dtldrnewsletter/1/0100019bd= b2548c3-69792f30-eaa0-481c-b157-cc27fb7f2197-000000/8--U-w2jGdExG3uDwFwSPlV= GMIUholr8gEiQ1M5Ep7Y=3D440">
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    <strong>Palmer Luckey: Meta Isn't A= bandoning VR, Studio Closures "A Good Thing" (6 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Oculus founder Palmer Luckey says Meta = was crowding out the ecosystem and that recent studio shutdowns and layoffs=
    will be a good thing for the long-term health of the VR industry.
    </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%2Fthreadreaderapp.com%2Fthread%2F2012824754319753456.html= %3Futm_source=3Dtldrnewsletter/1/0100019bdb2548c3-69792f30-eaa0-481c-b157-c= c27fb7f2197-000000/xFkUFY-QkJA-YbutZqWfuWU1T4GJwJ9rgACSAkfNw2A=3D440">
    <span>
    <strong>Amazon is ending all invent= ory commingling as of March 31, 2026 (1 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The change will reduce the chance of cu= stomers getting counterfeits from Amazon when buying from a reliable seller=
    .
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    </div>
    </td></tr></tbody></table>

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


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