• Microsoft OpenAI negotiations 🤝, SpaceX Starship v2 🚀, StackOverflow dev survey 👨‍💻

    From TLDR@VERT to All on Wednesday, July 30, 2025 10:46:51
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    Microsoft and OpenAI are in advanced talks over an agreement that
    would r=
    emove a major obstacle to OpenAI's efforts to become a
    for-profit
    enter=
    prise=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 [WorkOS] [4]

    TLDR 2025-07-30
    =

    THE MCP AUTHORIZATION PROBLEM, SOLVED WITH OAUTH (SPONSOR) [4]=20

    M=
    odel Context Protocol (MCP) [5] is becoming a standard for
    connecting too=
    ls to LLMs. But how do you securely authorize MCP
    servers?

    OAuth now=
    provides the answer, with five complementary specs for
    delegation, token=
    exchange, and scoped access.

    The WorkOS advantage:

    =09* Package=
    s all 5 OAuth specs into one simple API. [6]
    =09* Pre-built infrastructu=
    re that saves engineering time.
    =09* Enterprise ready security out of th=
    e box.

    Implement MCP Auth with WorkOS =E2=86=92 [4]

    =F0=9F=93=
    =B1=20

    BIG TECH & STARTUPS

    MICROSOFT NEARS OPENAI AGREEMENT FOR ON=
    GOING TECH ACCESS (8 MINUTE
    READ) [7]=20

    Microsoft and OpenAI are in =
    advanced talks over an agreement that
    would remove a major obstacle to Op=
    enAI's efforts to become a
    for-profit enterprise. The new terms would let=
    Microsoft use OpenAI's
    latest technology even if the startup decides it =
    has reached its goal
    of building artificial general intelligence. The dea=
    l has still not
    been finalized and could change.=20

    SPACEX UNVEILS NE=
    W VERSION OF MARS-BOUND STARSHIP (2 MINUTE READ) [8]


    A new iterati=
    on of SpaceX's Starship, V2, has been moved to Starbase
    in Texas for pref=
    light testing. V3 is expected to launch by the end of
    this year. The Star=
    ship project is the only privately owned, fully
    reusable super heavy-lift=
    launch vehicle under active development. If
    successful, the spacecraft c=
    ould drastically reduce the cost of
    launching payloads to orbit and enabl=
    e ambitious missions such as
    NASA's Artemis lunar program and the eventua=
    l establishment of a human
    colony on Mars.=20

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

    SCIEN=
    CE & FUTURISTIC TECHNOLOGY

    OVER-THE-AIR LASERS AIM TO SOLVE THE INTER=
    NET'S =E2=80=9CMIDDLE MILE=E2=80=9D (7
    MINUTE READ) [9]=20

    Startup Ta=
    ara has a simple alternative to fiber-optic cables for
    crossing cities an=
    d tough terrain: free-space optical lasers. Its
    technology can reliably d=
    eliver 20-gigabit-per-second bandwidth across
    distances up to 20 kilomete=
    rs. The company is planning to create a
    smaller version that can point, t=
    rack, send, and receive signals at
    tens of gigabits per second indoors at=
    60 meters, as well as outdoors
    at 1 kilometer. Its biggest challenge is =
    weather, but the technology
    will usually work as long as the other side i=
    s visible.=20

    A PILL FOR SLEEP APNEA COULD BE ON THE HORIZON (6 MINUTE =
    READ) [10]=20

    Apnimed achieved positive results for its first oral pill=
    for
    treating sleep apnea in a Phase 3 clinical trial. The pill is taken=

    just before bedtime to help keep a person's airway open. It could be a=

    game-changer for those with sleep apnea - the current treatment
    involv=
    es putting on a face mask connected to a Continuous Positive
    Airway Press=
    ure (CPAP) machine, which keeps airways open by forcing
    air into them. Th=
    e machines are effective, but they are noisy and can
    be uncomfortable, so=
    many end up abandoning them, leaving them feeling
    exhausted, irritable, =
    and unfocused during the day.=20

    =F0=9F=92=BB=20

    PROGRAMMING, DESIGN =
    & DATA SCIENCE

    =E2=9C=8D=EF=B8=8F=C2=A0HOW TO DIAGRAM YOUR CLOUD ARCH=
    ITECTURE: ADVICE FROM AWS
    SOLUTION ARCHITECTS (SPONSOR) [11]=20

    A goo=
    d architecture diagram is worth a thousand docs. This best
    practices guid=
    e [11], co-authored by two AWS solution architects,
    covers:

    =09* Ge=
    neral principles for diagramming cloud resources.=20
    =09* Keeping cloud di=
    agrams up-to-date.=20
    =09* Tips, tutorials, and examples.=20

    Download f=
    ree from Datadog [11]

    THE 2025 DEVELOPER SURVEY (WEBSITE) [12]=20

    =
    Stack Overflow's 2025 Developer Survey received over 49,000 responses
    fr=
    om 177 countries across 62 questions focused on 314 different
    technologie=
    s. The survey provides a snapshot into the needs of the
    global developer =
    community with a focus on the tools and technologies
    they use or want to =
    learn more about. Topics covered include cloud
    platforms, AI agents, larg=
    e language models, AI tools, and job
    satisfaction.=20

    CONTEXT ENGINEE=
    RING FOR AGENTS (12 MINUTE READ) [13]=20

    Context engineering is the art=
    and science of providing agents with
    just the right amount of informatio=
    n at each step of a task. It
    involves providing the right instructions, k=
    nowledge, and tools to
    optimize output while reducing token use. There ar=
    e four common
    approaches to context engineering: writing context (saving =
    it outside
    the context window to help an agent perform a task), selecting=
    context
    (pulling it into the context window to help an agent perform a t=
    ask),
    compressing context (retaining only the tokens required to perform =
    a
    task), and isolating context (splitting it up to help an agent perform=

    a task). Understanding and using these patterns is a central part of
    b=
    uilding effective agents.=20

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

    MISCELLANEOUS

    OPEN=
    AI HIRING ENGINEERS TO BUILD THE =E2=80=98WORLD'S MOST INNOVATIVE
    MOBILE =
    DEVICES' (3 MINUTE READ) [14]=20

    OpenAI is looking for a hardware syste=
    ms product designer, a hardware
    system design electrical engineer, and a =
    wireless/inductive charging
    electrical engineer. It appears that the comp=
    any is hiring for the io
    device, which probably has a camera, a small scr=
    een, and a mic. The
    company has reportedly denied that it will design any=
    thing that can be
    worn. Links to the job descriptions are available in th=
    e article.=20

    AI IS WRECKING AN ALREADY FRAGILE JOB MARKET FOR COLLEGE =
    GRADUATES
    (15 MINUTE READ) [15]=20

    A growing number of employers thin=
    k that AI can do the work of a
    22-year-old college graduate - some compan=
    ies have stopped requesting
    entry-level staff. As companies hire and trai=
    n fewer young people,
    they may also be shrinking the pool of workers that=
    will be ready to
    take on more responsibility in five to 10 years. Compan=
    ies will have
    to rethink how to develop the next generation of talent. =


    =E2=9A=A1=20

    QUICK LINKS

    HAS THIS STARTUP FINALLY CRACKED AR=
    /VR FOR WORK? (SPONSOR) [16]=20

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    CHINA GREENLIGHTS AUTONOMOUS RIDE-HAILING SERVICE IN ALL FIRS=
    T-TIER
    CITIES (4 MINUTE READ) [17]=20

    Baidu and Pony.ai can now opera=
    te their fully autonomous ride-hailing
    services and charge for robotaxi r=
    ides in about 300 square miles of
    downtown Shanghai.=20

    CHATGPT'S NEW=
    STUDY MODE IS DESIGNED TO HELP YOU LEARN, NOT JUST GIVE
    ANSWERS (3 MINUT=
    E READ) [18]=20

    OpenAI's Study Mode is designed to ask guiding question=
    s, pause for
    periodic knowledge checks, and personalize feedback to make =
    sure the
    user understands before moving on.=20

    META IS STEPPING INTO =
    THE FUTURE BY ALLOWING CANDIDATES TO USE AI IN
    CODING TESTS SOON (2 MINUT=
    E READ) [19]=20

    The company is currently in the experimentation phase a=
    nd is looking
    for volunteers to participate in mock interviews to further=
    shape and
    refine the interview experience.=20

    APPLE JUST RELEASED NE=
    W AIRPODS PRO 2, AIRPODS 4 BETA FIRMWARE (1
    MINUTE READ) [20]=20

    The =
    AirPods beta firmware includes early access to features like
    automatic pa=
    using when users fall asleep, studio-quality audio
    recording, camera remo=
    te, automatic switching for CarPlay, and
    enhanced voice quality on calls.=
    =20

    ELON MUSK SETS EXPECTATIONS FOR TESLA'S AI6 DEAL WITH SAMSUNG (3
    =
    MINUTE READ) [21]=20

    Elon Musk will personally walk the lines of Samsun=
    g's upcoming
    facility to ensure that the production of AI6 chips goes acc=
    ording to
    Tesla's requirements.=20

    ON THE EDGE OF COMPETENCE (4 MINUT=
    E READ) [22]=20

    Creating a clear circle of competence - the zone where =
    you know you
    are fluent - allows you to make faster and smarter decisions=
    , avoid
    overconfidence traps, grow in ways that truly matter to your
    or=
    ganization, and scale your impact through teaching and
    collaboration.=20
    =

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    ack, just respond to this email!=20

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    <div style=3D"display: none; max-height: 0px; overflow: hidden;">Microsoft = and OpenAI are in advanced talks over an agreement that would remove a majo=
    r obstacle to OpenAI&#039;s efforts to become a for-profit enterprise&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%2Fworkos.com%2= Fblog%2Fmcp-authorization-in-5-easy-oauth-specs%3Futm_source=3Dtldr%26utm_m= edium=3Dnewsletter%26utm_campaign=3Dq22025/1/010001985af12a07-bd1c341f-f52b= -4f42-ae66-4896c6f98baa-000000/kO5K93iItC3DKWg21P9PCPSYFlsAkrS9m-k1YYCdmKI= =3D416"><img src=3D"https://images.tldr.tech/workos50.png" valign=3D"middle=
    " style=3D"vertical-align: middle !important; height: 100%;" alt=3D"WorkOS"= ></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">2025-07-30</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;">
    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fworkos.com%2Fblog%2Fmcp-authorization-in-5-easy-oauth-s= pecs%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22025/= 2/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-000000/p-EeYbGs5duq= ravfT-smICZzvsQpWLPLiKZFhbQwJG0=3D416">
    <span>
    <strong>The MCP Authorization Probl= em, Solved with OAuth (Sponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    <a href=3D"https://tracking.tldrnewslet= ter.com/CL0/https:%2F%2Fworkos.com%2Fguide%2Fmodel-context-protocol%3Futm_s= ource=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dq22025/1/010001985a= f12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-000000/McG-mNq-VaFUUrE8qfHdxStN= Uuz3R4FzyJKkt3pvZRs=3D416" rel=3D"noopener noreferrer nofollow" target=3D"_= blank"><span>Model Context Protocol (MCP)</span></a> is becoming a standard=
    for connecting tools to LLMs. But how do you securely authorize MCP server=
    s?

    <p></p>

    <p>OAuth now provides the answer, with five complementary specs for delegat= ion, token exchange, and scoped access.</p>

    <p>The WorkOS advantage:</p>


    <li><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.c= om%2Fdocs%2Fuser-management%2Fmcp%3Futm_source=3Dtldr%26utm_medium=3Dnewsle= tter%26utm_campaign=3Dq22025/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-489= 6c6f98baa-000000/58Be0DTDjxnpjGGxI2zH2YJEWDRyYEtuPglOfM9h7k4=3D416" rel=3D"= noopener noreferrer nofollow" target=3D"_blank"><span>Packages all 5 OAuth = specs into one simple API.</span></a></li>
    <li>Pre-built infrastructure that saves engineering time.</li>
    <li>Enterprise ready security out of the box.</li>
    </ul>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkos.co= m%2Fblog%2Fmcp-authorization-in-5-easy-oauth-specs%3Futm_source=3Dtldr%26ut= m_medium=3Dnewsletter%26utm_campaign=3Dq22025/3/010001985af12a07-bd1c341f-f= 52b-4f42-ae66-4896c6f98baa-000000/VdxAtJH6EW_fF8Xxktq5n3tlMID96m6RQe2iRm6Aa= rc=3D416" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>Impl= ement MCP Auth with WorkOS =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%2Fwww.bloomberg.com%2Fnews%2Farticles%2F2025-07-29%2Fmicr= osoft-s-access-to-openai-tech-is-focus-of-contract-talks%3FaccessToken=3Dey= JhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0= aWNsZSIsImlhdCI6MTc1Mzg1MjM5OSwiZXhwIjoxNzU0NDU3MTk5LCJhcnRpY2xlSWQiOiJTWkx= JNVFHUTFaMTIwMCIsImJjb25uZWN0SWQiOiJBOEExRDhFQTI5OTc0OTRGQTQ1QUE2REJBMjAwNT= M3MSJ9.5IUP365_jp95mDXuk9PLGov-aMokumt4i-aniDA2ju4%26utm_source=3Dtldrnewsl= etter/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-000000/ZRfmC6= DR31wFhKXi-XoyN8fkKAOJ_qMgWZP6TUhHwMI=3D416">
    <span>
    <strong>Microsoft Nears OpenAI Agre= ement for Ongoing Tech Access (8 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Microsoft and OpenAI are in advanced ta= lks over an agreement that would remove a major obstacle to OpenAI's effort=
    s to become a for-profit enterprise. The new terms would let Microsoft use = OpenAI's latest technology even if the startup decides it has reached its g= oal of building artificial general intelligence. The deal has still not bee=
    n finalized and could change.
    </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>
    <strong>SpaceX unveils new version =
    of Mars-bound starship (2 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A new iteration of SpaceX's Starship, V=
    2, has been moved to Starbase in Texas for preflight testing. V3 is expecte=
    d to launch by the end of this year. The Starship project is the only priva= tely owned, fully reusable super heavy-lift launch vehicle under active dev= elopment. If successful, the spacecraft could drastically reduce the cost o=
    f launching payloads to orbit and enable ambitious missions such as NASA's = Artemis lunar program and the eventual establishment of a human colony on M= ars.
    </span>
    </span>
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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;">
    <div class=3D"text-block">
    <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=

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    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fspectrum.ieee.org%2Ffree-space-optical-communication-ta= ara%3Futm_source=3Dtldrnewsletter/1/010001985af12a07-bd1c341f-f52b-4f42-ae6= 6-4896c6f98baa-000000/jY2l2RkNBiIUCctQdTYHpRkDNL6sQ1KWSI78m1UzMR8=3D416">
    <span>
    <strong>Over-the-Air Lasers Aim to = Solve the Internet's =E2=80=9CMiddle Mile=E2=80=9D (7 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Startup Taara has a simple alternative =
    to fiber-optic cables for crossing cities and tough terrain: free-space opt= ical lasers. Its technology can reliably deliver 20-gigabit-per-second band= width across distances up to 20 kilometers. The company is planning to crea=
    te a smaller version that can point, track, send, and receive signals at te=
    ns of gigabits per second indoors at 60 meters, as well as outdoors at 1 ki= lometer. Its biggest challenge is weather, but the technology will usually = work as long as the other side is visible.
    </span>
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    </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=

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    <span>
    <strong>A Pill for Sleep Apnea Coul=
    d Be on the Horizon (6 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Apnimed achieved positive results for i=
    ts first oral pill for treating sleep apnea in a Phase 3 clinical trial. Th=
    e pill is taken just before bedtime to help keep a person's airway open. It=
    could be a game-changer for those with sleep apnea - the current treatment=
    involves putting on a face mask connected to a Continuous Positive Airway = Pressure (CPAP) machine, which keeps airways open by forcing air into them.=
    The machines are effective, but they are noisy and can be uncomfortable, s=
    o many end up abandoning them, leaving them feeling exhausted, irritable, a=
    nd unfocused during the day.
    </span>
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    </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;">
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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.datadoghq.com%2Fresources%2Fdesigning-cloud-archite= cture%2F%3Futm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter%26utm_camp= aign=3Ddg-coreplatform-ww-cloud-architecture-tldr/1/010001985af12a07-bd1c34= 1f-f52b-4f42-ae66-4896c6f98baa-000000/Eeij_InbEYxY5S3p8rXWCck59-FkRhtf4xFwy= zWvZ9I=3D416">
    <span>
    <strong>=E2=9C=8D=EF=B8=8F&nbsp;How=
    to diagram your cloud architecture: advice from AWS solution architects (S= ponsor)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A good architecture diagram is worth a = thousand docs. This <a href=3D"https://tracking.tldrnewsletter.com/CL0/http= s:%2F%2Fwww.datadoghq.com%2Fresources%2Fdesigning-cloud-architecture%2F%3Fu= tm_source=3Dtldrnewsletter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-co= replatform-ww-cloud-architecture-tldr/2/010001985af12a07-bd1c341f-f52b-4f42= -ae66-4896c6f98baa-000000/osV6YWn4CZEjOUaW_ufR7HS4qXaKiJkJ8vBLVVCJN4g=3D416=
    " rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>best practic=
    es guide</span></a>, co-authored by two AWS solution architects, covers:

    <p></p>




    General principles for diagramming cloud resources.
    </li>


    Keeping cloud diagrams up-to-date.
    </li>


    Tips, tutorials, and examples.
    </li>

    </ul>

    <p><a href=3D"https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datad= oghq.com%2Fresources%2Fdesigning-cloud-architecture%2F%3Futm_source=3Dtldrn= ewsletter%26utm_medium=3Dnewsletter%26utm_campaign=3Ddg-coreplatform-ww-clo= ud-architecture-tldr/3/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98ba= a-000000/2mdLvcvyy0n3evQ-9nz1AO6qCjtqLwNvRIXeAzEFI8c=3D416" rel=3D"noopener=
    noreferrer nofollow" target=3D"_blank"><span>Download free from Datadog</s= pan></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%2Fsurvey.stackoverflow.co%2F2025%2F%3Futm_source=3Dtldrne= wsletter/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-000000/Lvs= RKYyhOrqSvWQfnaAbx-g66xPzSBZjLZEdD_ScY68=3D416">
    <span>
    <strong>The 2025 Developer Survey (= Website)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Stack Overflow's 2025 Developer Survey = received over 49,000 responses from 177 countries across 62 questions focus=
    ed on 314 different technologies. The survey provides a snapshot into the n= eeds of the global developer community with a focus on the tools and techno= logies they use or want to learn more about. Topics covered include cloud p= latforms, AI agents, large language models, AI tools, and job satisfaction.
    </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%2Frlancemartin.github.io%2F2025%2F06%2F23%2Fcontext_engin= eering%2F%3Futm_source=3Dtldrnewsletter/1/010001985af12a07-bd1c341f-f52b-4f= 42-ae66-4896c6f98baa-000000/46ntAjmz4fyO_XKDJS5f58pwiJQuYYf8s8J54nzHBRg=3D4=

    <span>
    <strong>Context Engineering for Age= nts (12 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Context engineering is the art and scie= nce of providing agents with just the right amount of information at each s= tep of a task. It involves providing the right instructions, knowledge, and=
    tools to optimize output while reducing token use. There are four common a= pproaches to context engineering: writing context (saving it outside the co= ntext window to help an agent perform a task), selecting context (pulling i=
    t into the context window to help an agent perform a task), compressing con= text (retaining only the tokens required to perform a task), and isolating = context (splitting it up to help an agent perform a task). Understanding an=
    d using these patterns is a central part of building effective agents.
    </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%2Fanalyticsindiamag.com%2Fai-news-updates%2Fopenai-hiring= -engineers-to-build-the-worlds-most-innovative-mobile-devices%2F%3Futm_sour= ce=3Dtldrnewsletter/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa= -000000/pp6jjtil7DTWDh7xog2HrR7RmI7tOcHqWwwFdWL6cRE=3D416">
    <span>
    <strong>OpenAI Hiring Engineers to = Build the =E2=80=98World's Most Innovative Mobile Devices' (3 minute read)<= /strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI is looking for a hardware system=
    s product designer, a hardware system design electrical engineer, and a wir= eless/inductive charging electrical engineer. It appears that the company i=
    s hiring for the io device, which probably has a camera, a small screen, an=
    d a mic. The company has reportedly denied that it will design anything tha=
    t can be worn. Links to the job descriptions are available in the article.
    </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%2FzZcmxT/1/010001985af12a07-bd= 1c341f-f52b-4f42-ae66-4896c6f98baa-000000/x-PMMHvdy-0pSAfE4avO3xuQhuoYOWJ-_= MDoPuemEvs=3D416">
    <span>
    <strong>AI Is Wrecking an Already F= ragile Job Market for College Graduates (15 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    A growing number of employers think tha=
    t AI can do the work of a 22-year-old college graduate - some companies hav=
    e stopped requesting entry-level staff. As companies hire and train fewer y= oung people, they may also be shrinking the pool of workers that will be re= ady to take on more responsibility in five to 10 years. Companies will have=
    to rethink how to develop the next generation of talent.
    </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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    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Finvest.immersed.com%2F%3Futm_source=3Ddmrimmersedlandin= gpage%26utm_medium=3Dpartnership000006_%26tnames=3Dpartnership000006__20491= 560784/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-000000/SXB4i= W6upCjLRo8OAGvKlby8xuWy2nsftygxX7kcq_A=3D416">
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    <strong>Has this startup finally cr= acked AR/VR for work? (Sponsor)</strong>
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    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Immersed has 1.4M users with power user=
    s spending 40-60 hours weekly in VR. $71M projected revenue, Google/Qualcom=
    m backing. 8% investor discount ends today (July 30)! <a href=3D"https://tr= acking.tldrnewsletter.com/CL0/https:%2F%2Finvest.immersed.com%2F%3Futm_sour= ce=3Ddmrimmersedlandingpage%26utm_medium=3Dpartnership000006_%26tnames=3Dpa= rtnership000006__20491560784/2/010001985af12a07-bd1c341f-f52b-4f42-ae66-489= 6c6f98baa-000000/RCsxHv-JXu-hxKTP7SjPJ17tdAzzYEM26BVcukXg970=3D416" rel=3D"= noopener noreferrer nofollow" target=3D"_blank"><span>Invest in Immersed</s= pan></a>
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    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechnode.com%2F2025%2F07%2F29%2Fchina-greenlights-auton= omous-ride-hailing-service-in-all-first-tier-cities-waic-2025%2F%3Futm_sour= ce=3Dtldrnewsletter/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa= -000000/YnTKuyjLaY5AM0DyTEWUYNacwN4BZyQYwLUAsJVSaAY=3D416">
    <span>
    <strong>China greenlights autonomou=
    s ride-hailing service in all first-tier cities (4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Baidu and Pony.ai can now operate their=
    fully autonomous ride-hailing services and charge for robotaxi rides in ab= out 300 square miles of downtown Shanghai.
    </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>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fai%2F2025%2F07%2Fchatgpts-new-study-m= ode-is-designed-to-help-you-learn-not-just-give-answers%2F%3Futm_source=3Dt= ldrnewsletter/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-00000= 0/UdrWYRxpwgr_KfD17D9JNg30QXK3XQExZi5xaMamqpE=3D416">
    <span>
    <strong>ChatGPT's new Study Mode is=
    designed to help you learn, not just give answers (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    OpenAI's Study Mode is designed to ask = guiding questions, pause for periodic knowledge checks, and personalize fee= dback to make sure the user understands before moving on.
    </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.neowin.net%2Fnews%2Fmeta-is-stepping-into-the-futur= e-by-allowing-candidates-to-use-ai-in-coding-tests-soon%2F%3Futm_source=3Dt= ldrnewsletter/1/010001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-00000= 0/UQX5mXgeA4wPKxxZIfVZbFAuLsmEcHnbxezT5y1gFOU=3D416">
    <span>
    <strong>Meta is stepping into the f= uture by allowing candidates to use AI in coding tests soon (2 minute read)= </strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The company is currently in the experim= entation phase and is looking for volunteers to participate in mock intervi= ews to further shape and refine the interview experience.
    </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=

    <div class=3D"text-block">
    <span>
    <a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2F9to5mac.com%2F2025%2F07%2F29%2Fapple-just-released-new-= airpods-pro-2-airpods-4-beta-firmware%2F%3Futm_source=3Dtldrnewsletter/1/01= 0001985af12a07-bd1c341f-f52b-4f42-ae66-4896c6f98baa-000000/kH1jjkHcjZMxberA= kG_BcMWpt8qXeYnpwvIHH28QcxI=3D416">
    <span>
    <strong>Apple just released new Air= Pods Pro 2, AirPods 4 beta firmware (1 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    The AirPods beta firmware includes earl=
    y access to features like automatic pausing when users fall asleep, studio-= quality audio recording, camera remote, automatic switching for CarPlay, an=
    d enhanced voice quality on calls.
    </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.teslarati.com%2Felon-musk-sets-expectations-tesla-a= i6-deal-samsung%2F%3Futm_source=3Dtldrnewsletter/1/010001985af12a07-bd1c341= f-f52b-4f42-ae66-4896c6f98baa-000000/H_wt-8epH_WYFWJtbAwGuOXwpi_0VdpariT_fA= 4oIas=3D416">
    <span>
    <strong>Elon Musk sets expectations=
    for Tesla's AI6 deal with Samsung (3 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Elon Musk will personally walk the line=
    s of Samsung's upcoming facility to ensure that the production of AI6 chips=
    goes according to Tesla's requirements.
    </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=

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    <span>
    <strong>On the Edge of Competence (=
    4 minute read)</strong>
    </span>



    <span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
    Creating a clear circle of competence -=
    the zone where you know you are fluent - allows you to make faster and sma= rter decisions, avoid overconfidence traps, grow in ways that truly matter =
    to your organization, and scale your impact through teaching and collaborat= ion.
    </span>
    </span>
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