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⚡ Midjourney engineer changes websites forever
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From: "The Code" <thecode@...
To: [email protected]
Date: Mon, 30 Mar 2026 14:05:51 GMT
Subject: ⚡ Midjourney engineer changes websites forever
To: [email protected]
Date: Mon, 30 Mar 2026 14:05:51 GMT
Subject: ⚡ Midjourney engineer changes websites forever
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</style><![endif]--><!-- __merge_tags_in_links__ --><style></style></head><body class="a" style="margin:0px auto;padding:0px;word-wrap:normal;word-spacing:normal;background-color:#FFFFFF;"><div role="article" aria-roledescription="email" aria-label="email_name" lang="en" style="font-size:1rem"><div style="display:none;max-height:0px;overflow:hidden;"> Also: How to build a deep research agent  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:8px 0px 0px 0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #FFFFFF;border-radius:10px 10px 0px 0px;background-color:#FFFFFFFF;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:0px 0px 0px 0px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> March 30, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tatuBtWgq71QBgyl_Gb1cM8qBb_lbtf5rPyayTkfSsZ-RHHiEkCoi-nZjop_BAtcXsEFCQDoYOJdA4CsCbTE49WQQcZGcL-NDI9oeKF9F_q51omu0yR-FxLCja7Jh6MBIvbV0cSPciP3jfM149NYM1XQd7GVIjlIEW2ezEZA6AaGAkKEglAb4WZeU65fnTB2FmsAFQ-pSg2DWCR6wBMoGgk0w4bevj4V_D9N0-KjKCDI-DwFiQm4nkRobxzzuWmjRZNBCMfsjY1g7ZmhZ6TvMjI0eYNdvH2WCrpAvZQj8z9DY2wcg_3hhYMmCuLuLxB0uqc3XgNMlXV4IqvstP63Om848mvpvAd-cPYfmpeSrqOWVK4loVrd2skD9ngxCss_f-c19yJukJHfmq2tgEZMX3iCmq3VNRoOXQpsr3eXgNj3VevOZRDpKoFp7u7CLnHuawnVoDtBNF00-gxyh7blStjpkS5wydz1MoN3XPuUhEORR2QbAPbTcQCHlXpCchoNSPznupjQ9IJeShnMmisL9W-7hZE6N-898cucGalY8PZNFTdTpfQhyjm2VSswOxF6hlJHnbrhv3d1ZblMF_MMhqtWD5F2LthxAQOgG1W7-UE7P0eXdkiN3IeqrHgpDdx1j_S3vRqjYotLmg6XIAsBvhn8FLIrf5Xiso0785cZDGYBeJ8S_e2f30IQm3nUu1BPT1diAxzbopPHVjd0PM2I1AKm806odbMMLxkHdpWK13tUErGLyLwvQMSkldzWVVYMTPSytjQfjgeInaB3Q7CZyQlVziYK15n9IPlk90ZgZzIj4XLMuYdWyF9P5Aj5dKG3ggA9_ahBwJer17EC3C5XxUetFPLGQ4kklq8XGWM3mdXMFyJmdWkt3B_H3fC7iZzWchXhEMlLD-ahenQm4tKDVO/4pd/jtCQIHVQRceRsSVdZ-tC1g/h0/h001.7zz-1CUVvpZ7zstcLXUXiAkIHD7FseKgh_LTROX2pEQ">Read online</a></p></td></tr><tr><td style="line-height:0;"><div data-open-tracking="true"> <img src="https://link.mail.beehiiv.com/ss/o/u001.KyojDkr7Qchq5lk88rZzJw/4pd/jtCQIHVQRceRsSVdZ-tC1g/ho.gif" alt="" width="1" height="1" border="0" style="height:1px !important;width:1px !important;border-width:0 !important;margin-top:0 !important;margin-bottom:0 !important;margin-right:0 !important;margin-left:0 !important;padding-top:0 !important;padding-bottom:0 !important;padding-right:0 !important;padding-left:0 !important;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/32c8c971-340a-4f62-a6b8-f362e57e5397/image__83_.jpg?t=1770628392" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Welcome back.</b> Web layouts have been constrained by CSS for decades, limiting how we interact with text. One Midjourney engineer had enough and built a tiny TypeScript library that handles layout 500x faster. The demos went <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-xFqdzO2QOlv81FRGpLY4DZ073UbJ124xtvfWG1UyTVS3LChUsweprdSATv3yiRZWtMVNHOARPiYL-vC8lo5OQzLpUJ1yvtypM0ka9i25g0cxDuXKJTnfGdVLlBkoLLGLLkkUTwgXBGwGeA5BMFP45B7HkgfttVTEwiAyY2Yfbbo4izkbo-OIGcvh__gcZ4v-8ovYoGWaHamTeY0m6vQPryNFys4uCwEKRHPv7i_dHs8uX7i5wcLJvIPcB67zVblQ-l3RE7rhBj7FpwFshD70EUt-Liv0m2b6youUm5wuRa/4pd/jtCQIHVQRceRsSVdZ-tC1g/h1/h001.8wkuxMRdMtHP5PCROt1gB-mSMJ5mG_rrlfhm_8KaodU" target="_blank" rel="noopener noreferrer nofollow"><span><b>viral</b></span></a> within hours. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Also:</b> How to harness long-running AI agents, OpenAI dropped a repo of ready-to-use Codex prompts, and how Claude found unknown security flaws on its own in a live demo. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:rgb(34, 34, 34);border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>Today’s Insights</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-size:16px;">Powerful new updates and hacks for devs</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Vertical models are outperforming the giants </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How to skip Cursor's permission prompts </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Trending social posts, top repos, and more </p></li></ul></div></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lzcrjwn7Eti6qJdtzlHLJQ0K4XIiSDA6NXfhtxQZYk3klvk8EijYdDWXrWgx4Szj7fLLQOWI3TuCIvQ9COx7z1nYT-K3y2Le3yU2M_08cAwoCctzLU3uIpqqvLnLYUDLar2RD2udaUzV0NUwRAWqn1TA6_9UUaUzobjHVpLuiRlo07SYMLjwRtA-uBpPTPPSFr2auTtbW4Xnd3lAW_jIiZaCc6OUoGYM0NPlyYNphJhM0T3c-S_k6BQ0mQGr9cQAkKR2EJuSx5tqu88TcaAnds71cA2Wb3s9YowpdcMhqVXU/4pd/jtCQIHVQRceRsSVdZ-tC1g/h2/h001.rxRMFYtryk5HD_KHU_UVclxYg7ShqVF7RcL_YDA-Lks" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3d51275f-1216-4943-ba5c-f73550cf4bbb/Untitled_design__31_.jpg?t=1774852696" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to see it in action.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>New TypeScript library makes web text render 500x faster:</b> A Midjourney engineer just open-sourced <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lzcrjwn7Eti6qJdtzlHLJQ0K4XIiSDA6NXfhtxQZYk3klvk8EijYdDWXrWgx4Szj7fLLQOWI3TuCIvQ9COx7z1nYT-K3y2Le3yU2M_08cAwoCctzLU3uIpqqvLnLYUDLar2RD2udaUzV0NUwRAWqn1TA6_9UUaUzobjHVpLuiRlo07SYMLjwRtA-uBpPTPPSFr2auTtbW4Xnd3lAW_jIiZaCc6OUoGYM0NPlyYNphJhMz5W5QCKGE5YX6Rhk9lG4Rh5oR-20ME4STgEBeenJFdtk7kG4dDFD6o1zPo7W-7An/4pd/jtCQIHVQRceRsSVdZ-tC1g/h3/h001.-kNd4qzOLtzCUJqh-MK1KZxVECR8ybI5LySYuESShK4" target="_blank" rel="noopener noreferrer nofollow"><span><b>Pretext</b></span></a>, a pure TypeScript engine designed to measure and position multiline text without relying on CSS or DOM reflow. Developed over several weeks using Claude Code and Codex, it validates against browser ground truth to support all languages, RTL scripts, and emojis. The repository quickly gained traction with 11.9k GitHub stars as demos went viral. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Mistral drops a lightweight text-to-speech model:</b> The French AI lab shipped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.pljPPsurrJ8ITcFAp15gIdmJa-CRFcGEmg00cJMbIfBCDqSkESB6eYlZrYv6loQRHXCDG1k2POZw-SSDHWSJMYneOcFBCe5wHko9i8eYWiq8C3E-YvREPzzFXg2PT8qLAYiwJGTN6iYiFbeH20rOmJx-pIBFxV0D-Gq_hXAPFzX0138ihn8eEjVZ7VtD-MFAvagPZala0G9ubl9a0Jf9TxF24_ZUQDm7zXLu16vLwWB9NqvPzB_72z4UGTOUUH5o_Oi8xXZj4NqVFYVubXqAb4hBP71k5kh_Smzc1HWSnZzVTAurSAY0I9ZvKCY8v3kq/4pd/jtCQIHVQRceRsSVdZ-tC1g/h4/h001.ETMFwCCtQ-yYq51pUg3w9FPmlzdrIo_Qb9AHp1lOVG0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Voxtral TTS</b></span></a>, a 4B-parameter model that delivers realistic, expressive speech in nine languages. It can clone any voice from just a three-second clip, capturing natural nuances like pauses, accents, and intonation. In human evaluations, it outperformed ElevenLabs Flash v2.5 on naturalness with latency of just 70ms. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>OpenAI's Codex adds plugins to streamline dev workflows:</b> The ChatGPT maker just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_ciJ3yfbgnSCGMs9ZvmplKwq_VDwJE3CRZ2W0cq-L7GxM6ASrJIvEuKrTDKvKcLj3ODN7_VeBjX5ZjxNrBJYE9telHxDCH1tTtm0xmQnhhglQkEk6Egr5BgRAatpy3hmgruqoHR7QqdoDZNPqhlCLNIj-7epNaUF0noarrbGzXejNb3Lm7O0nTHV_jLpgV_FsGem03mlW88d2MrOIUZl9C_M4bTLKkf4jAovaw7nP0YqB0VCQVB9IueJLzCLW1wzVTtWBDIlz39pDfq3jgqz-1gTa8QpOdrxDBhHIjlASfJlGKvYVH6Mf61m2wYM5Gu1A/4pd/jtCQIHVQRceRsSVdZ-tC1g/h5/h001.jDXlbySRKPOX3p-P8khlX9JcSZztMJPo-AD3QMCntdY" target="_blank" rel="noopener noreferrer nofollow"><span><b>plugins</b></span></a> that bundle MCP servers, app integrations, and reusable workflows into simple one-click installs. There are over 20 plugins available at launch, including tools like Figma, Linear, Notion, Sentry, Slack, and Gmail. This brings Codex in line with Anthropic's Claude Code and Google's Gemini CLI. All three major AI coding agents now support installable plugin packages. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(3, 7, 18);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY GOOGLE</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePUqIva89qF9EVZ_4OJ49JikmUgmOP3QBFmrnzhjIw20ZiNe9jSJ64xdrKb7TzoYpFoHiJRn0sIfiOoh1Xqz9p1tZnrJpzfE9aUNX35pfybssQAT-oF0_77kvc6-rSfDkqZe5p0ViJcbauc7YDGISr1pggYJUvzoMUOPGCKV-_wHoEgWJxNmIGlNSvDmA8ZahJyUs5s60-RykJhujaimbgbINl-KP7r9l78mlDeqp5WHgVkMyH9NSmuPM6YCAxGvqT5GjtqOzFlWK4yweEsg9lbjMYx8CyoQbirUQV8ZrA_fVGSjJIxcdEKRGGPyMul2NaQ/4pd/jtCQIHVQRceRsSVdZ-tC1g/h6/h001.r0xDjjP9WQiBlRDxx6Lhkf7FttR7qAu7TYd17YfWS0M" target="_blank" rel="noopener noreferrer nofollow"><span>Startups: Don’t touch an AI agent until you read this</span></a></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePUqIva89qF9EVZ_4OJ49JikmUgmOP3QBFmrnzhjIw20ZiNe9jSJ64xdrKb7TzoYpFoHiJRn0sIfiOoh1Xqz9p1tZnrJpzfE9aUNX35pfybssQAT-oF0_77kvc6-rSfDkqZe5p0ViJcbauc7YDGISr1pggYJUvzoMUOPGCKV-_wHoEgWJxNmIGlNSvDmA8ZahJyUs5s60-RykJhujaimbgbINl-KP7r9l78mlDeqp5WHgVkMyH9NSmuPM6YCAxGvqTyJPLj7QN3qI_yLKSDIumATz5HHL6yy9TngOJr9yd1InTprOmEWki3ysL87cMRIpPQ/4pd/jtCQIHVQRceRsSVdZ-tC1g/h7/h001.57X0Nwpmh_QryGy7SRZQggXTP2lzx2pwmSpJBDNk6Ys" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7631905a-66cf-4605-9f38-d76b16a131cd/resize_thecode__1_.jpg?t=1774857410" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Launching a startup is all about moving fast, but too many startups incorrectly scale their agent fleets, wasting precious resources and eroding trust. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePUqIva89qF9EVZ_4OJ49JikmUgmOP3QBFmrnzhjIw20ZiNe9jSJ64xdrKb7TzoYpFoHiJRn0sIfiOoh1Xqz9p1tZnrJpzfE9aUNX35pfybssQAT-oF0_77kvc6-rSfDkqZe5p0ViJcbauc7YDGISr1pggYJUvzoMUOPGCKV-_wHoEgWJxNmIGlNSvDmA8ZahJyUs5s60-RykJhujaimbgbINl-KP7r9l78mlDeqp5WHgVkMyH9NSmuPM6YCAxGvqT__nR4RCyP1aH6lPGDNrxjfWncg9PR3cXqpXsc1QKWuaiUxW8iEI4SXA-rRzO0aocg/4pd/jtCQIHVQRceRsSVdZ-tC1g/h8/h001.mmXN9WqHMdkVkl0JLS6DNb_4svrEW8NqxVvYzRBVILI" target="_blank" rel="noopener noreferrer nofollow"><span>Google Cloud’s startup agent guide</span></a> shows you how to nail your agent fleet the first time, so you can deploy without worry. </p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Accelerate product development with Google Cloud tools like Vertex AI Platform, Vertex AI Model Garden, and Agent Development Kit </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePUqIva89qF9EVZ_4OJ49JikmUgmOP3QBFmrnzhjIw20ZiNe9jSJ64xdrKb7TzoYpFoHiJRn0sIfiOoh1Xqz9p1tZnrJpzfE9aUNX35pfybssQAT-oF0_77kvc6-rSfDkqZe5p0ViJcbauc7YDGISr1pggYJUvzoMUOPGCKV-_wHoEgWJxNmIGlNSvDmA8ZahJyUs5s60-RykJhujaimbgbINl-KP7r9l78mlDeqp5WHgVkMyH9NSmuPM6YCAxGvqT-6r0jH97aEtRUD7m9k1C0p5WfDAXrpXPKXqQMmXPNqaQeiyn6sE1K8qonvIHdYN1g/4pd/jtCQIHVQRceRsSVdZ-tC1g/h9/h001.qiRiCrcpVdc2eZcuc1P7jv3Sa24_VLPJkZfDaO7Os-I" target="_blank" rel="noopener noreferrer nofollow"><span>Implement RAG and leverage multimodal capabilities with Gemini</span></a></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Streamline AgentOps through an Agent Starter Pack </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePUqIva89qF9EVZ_4OJ49JikmUgmOP3QBFmrnzhjIw20ZiNe9jSJ64xdrKb7TzoYpFoHiJRn0sIfiOoh1Xqz9p1tZnrJpzfE9aUNX35pfybssQAT-oF0_77kvc6-rSfDkqZe5p0ViJcbauc7YDGISr1pggYJUvzoMUOPGCKV-_wHoEgWJxNmIGlNSvDmA8ZahJyUs5s60-RykJhujaimbgbINl-KP7r9l78mlDeqp5WHgVkMyH9NSmuPM6YCAxGvqT6vr5LEbVq9_1EjBvH2_wFgmvCtyfXs219kOQVGea7owkW9PDDpzmzYYzJ0Wyu0Mxg/4pd/jtCQIHVQRceRsSVdZ-tC1g/h10/h001.62jYr-FdLFqwfiiykDo1Y0LWzLvEXzzS8WUVRB0V_3w" target="_blank" rel="noopener noreferrer nofollow"><span>Master your agent journey here.</span></a></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>INSIGHT</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>Vertical models are outperforming the giants</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqutTsg8bB7V2gvpSR45LBZ23q16s0LPQ-1DqefYFf3RMMUmGlo-Qg2fhTEPzfSGSKlb0ZfIRMllmQDv60CI7cTL1Jh84CcEo0PuxcxfqW6Nhc-abJhF_dnrjAkunycgygk0ZqocMCe0cIMmMSWBXNfzH5wFNnYJjRolS_TmfQBRb9TFouXrogStNgzVmdHIktXVbQp5Q3-QzM0P6_BQ2_sKtl6SpGXtFv5EFGy7X355Axzj14vU3KYhxrb2lwQ1jCBkajT6s4d4t-ED4mdgl6MkvYNZE-Wx2QKQcCFCQOdCqZKBvGuovcAg3hyXEWQOoyXAnNyD_E7jNHBDKE36pnYr67xYMhuzZ0KR2kbztOr-XI/4pd/jtCQIHVQRceRsSVdZ-tC1g/h11/h001.sGiia11t8inxqWvRAzeK6zccqqVfE37S4OtdZjEvSQA" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/24e6f63b-99eb-4d49-98af-ca0e6b982ce8/HESoJDoaEAACiWG.jpg?t=1774847668" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Source: Intercom.com</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Frontier labs got outscored.</b> Intercom CEO Eoghan McCabe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqutTsg8bB7V2gvpSR45LBZ23q16s0LPQ-1DqefYFf3RMMUmGlo-Qg2fhTEPzfSGSKlb0ZfIRMllmQDv60CI7cTL1Jh84CcEo0PuxcxfqW6Nhc-abJhF_dnrjAkunycgygk0ZqocMCe0cIMmMSWBXNfzH5wFNnYJjRolS_TmfQBRb9TFouXrogStNgzVmdHIktXVbQp5Q3-QzM0P6_BQ2_sKtl6SpGXtFv5EFGy7X355Axzj14vU3KYhxrb2lwQ1jCBkajT6s4d4t-ED4mdgl6MkuARzEEEm8XKf-HOLW0JqIDCSbnAqjYDLT_eRSQSvy69gz6v_sm2WvCftZGSWTC-ga29W483ApWxYgo1w7mIvXn/4pd/jtCQIHVQRceRsSVdZ-tC1g/h12/h001.mYcOE4p7GuTYQRcalU1pCyahiF9XKbNlM1KdZSnRWQ8" target="_blank" rel="noopener noreferrer nofollow"><span>announced</span></a> last week that their custom model, Apex 1.0, is now outperforming GPT-5.4 and Opus 4.5 in customer service. It resolves 73.1% of issues, hallucinates 65% less, and responds faster than the general-purpose giants. With Fin already handling 2 million issues a week, Intercom is nearing $100M in revenue. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Cursor played the same card.</b> Just days later, the coding startup <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePdWM2L22K_1lyhjpdw3gKMdZ2o4TtCIRWC_ttjh3kEVfPwPAd2LZIwotcggLFDH-Ji6fjkOQyaydJC2xQh_FKaQtrJE_v92IPM17BvdmrHdhaGNFe1BpKQsuTFVSDwVfc5q4L-036UcadSqKNh7tsRQDVfguB8_vGckpPoRC1umye088CxghbvkYc_vuQuINysJ5wT02oXJ_bfOL2qwJ0Fwtg9XcH1Vrha7pALxNrT0PxaHbkhwfbZYgGL6DX0BWJsoPa9QMcaYiWubxs3pXTqM/4pd/jtCQIHVQRceRsSVdZ-tC1g/h13/h001.rrftLPKDPbCo27eJYiyOwCuLPCiw11yewMDJ-8N8ngg" target="_blank" rel="noopener noreferrer nofollow"><span>shipped</span></a> Composer 2. This model, fine-tuned on the open-source Kimi K2.5, beats Claude Opus 4.6 on terminal benchmarks at just one-tenth the cost. Both companies followed the same playbook: take an open-weight base model and post-train it on proprietary domain data until it beats frontier models. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Data is the moat.</b> Intercom built Apex using billions of real-world customer service interactions curated by its 60-person AI team. Cursor trained on millions of actual coding sessions. This domain-specific data is something frontier labs simply don't have. This creates a massive gap between SaaS companies that can train vertical models and those that can't. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Labs face a squeeze.</b> Andrej Karpathy recently <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxe4PULqPocyrxWnBGfoheVd4jNfmb3397kJLpjnmAH8BCgTzQrH2sLH9_8B_gQVYBQcTTbzSvzLRfaurIuFNR9xxIOd5AASJSWh45k9qyoIQnPDeyI2yLkznVj2IcZqkPytKzJp30tHjHWAp2EEYh59nKWaxob1tISgEqpL1uaZXf0PaESu0s-4HcVumnOsk1juUuwkMaYdVwlZizY4LXatdSzAm-LU-Eg2cu7DXnSob5Fddb7G2VG_R79rXwzJo8y7jAYzufOB9gr17UdTyBR/4pd/jtCQIHVQRceRsSVdZ-tC1g/h14/h001.LFJpn9RbuRhPUoBev1p6By5MUgzSanHEJ7Lz7E92bvw" target="_blank" rel="noopener noreferrer nofollow"><span><b>noted</b></span></a> that AI is shifting toward specialization instead of one-size-fits-all models. Frontier models are currently over-serving specific industries with general intelligence that simply costs too much. Companies with direct access to real-world data are already building cheaper, faster alternatives, forcing the big labs to either specialize or watch their margins disappear. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>What’s trending on socials and headlines</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b2311e4c-9214-4818-a305-f76450f805f7/CleanShot_2026-03-30_at_13.07.47_2x.jpg?t=1774856306" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Meme of the day.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Lazy Agents:</b> AI coding agents degrade the longer they run. This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0ld5M6BqWsKxTdv3zRZhlt9Rdz4l4uaawdXvndcmsu5J0ZkX_reMuOz7_bk_F6ria2CrDKOP-tAB6PDc6KgbxLL_4-7nwPtM0uPv9nokUrPnk135N8jS6_SBe4xLINK4iIhkeo4773hRrfpzyKKn-fOuf6HGH9VqXuSQqxVwGCUSj9GMQL7lXQrJrxfk13Axpxr5-EF7OVV8Jhno43RlmOjuvPNHfwCsN2Ma_hRTwAlK5EbbdmoKiZMJaS0Hf4RYhezxENEJpIj-3qDHNKtYMgr_w_TiOwDWtkRjcL1UhGl4i_iBp3qI7hUcoNj_rUnmA/4pd/jtCQIHVQRceRsSVdZ-tC1g/h15/h001.cslakdNUJJVgJR2OHMAolORhrrAoJTnPBSFF9qPeTys" target="_blank" rel="noopener noreferrer nofollow"><span>post explains</span></a> why and how to design harnesses that keep them on track. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Flattery Trap:</b> Andrej Karpathy spent 4 hours perfecting a blog post with an LLM. The same LLM flipped his <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1-2R6d1vDP0x0NzlcRCyOg9_HLK__GkzChpN5ieF_1tRFKuVKyRD1qyj29Qh5FcjxFAxPVPoQWojFLSl31nUbzOLDY-dWoZiz6psPklP6LOEpvrwKZTkcUyuB0xtmiosWLeykK1zdh8Yr2DJwdqjVu64jF04LB078Qrd0WWvZFOeYZJ75BZiYxR4mTT3N0Bpln1zEDygsf96I4aFxY-vmDWFhIK0bBVRG1Vang2MF77LaFNQcqsydUmgS5rP7-AG8dRmRsTO-YDv3Y0quOcOHL0UB9KY1vMAwe7aAV7Hgfz/4pd/jtCQIHVQRceRsSVdZ-tC1g/h16/h001.I3y-G6-7FW-5ej9TcVGG3j8wKIShoA-yKiYlJBFeggw" target="_blank" rel="noopener noreferrer nofollow"><span>entire argument</span></a></b> in seconds (3M views). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Buried Features:</b> The creator of Claude Code just shared <span style="color:rgb(20, 20, 19);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:430;">15 under-utilized </span><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8jlDD186r19C3bxo6ItMFOaEh8li86lLDTygzdFtzrNOngsTPWPmBhnHbR7LzJmtQ-DoaXgLe14OXeYIZBt91e7Zqn4CFeRhVjVoJ86vpj3O1zAQ2DgskN0VYrjk5JrqfFffmSzrifJHJSvMJQc-lcoXnWbi56eBlHirjEiAOEDOgmn-NndqmwU7O3dnuj7F68Alp4TvZo6w6IPYeVdJnPx7ssPBVfF-gAivRxLQpzJm_vpBg-wp7WU_oaUJfkg5zla9V-EhYpz2urPmvX7cqW1gzeTmqdUb512UKV8WQb9/4pd/jtCQIHVQRceRsSVdZ-tC1g/h17/h001.MRhmE8RwLxIHymB8LsaGO-CxJzl1sfgLtZklzYps-nY" target="_blank" rel="noopener noreferrer nofollow"><span>features</span></a><span style="color:rgb(20, 20, 19);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:430;"> that can drastically change how you build.</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Plug and Play:</b> OpenAI dropped a gallery of real-world <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8msdiqL-NqhXlyI9nhZDvhKfACNVZw6uQPNnEeIYrYp9sVEtGCgmnAeLGLOTo9e6IyFPFq_VUMh8atJxxuIcG4FQH4vSEXtHSNiLf9ujOUUMxvsqzr49CVyKK_X77BKI9nCs2VyEE2xYbVVdgudII2EzZU6GLZJ8IZqKILiTOINsmCiDKPgkUwztggTk1QCnqLSkI3Khlbu6kp7y9rN3yyZlXhGOqUCg3LpVq_PwnwsdqvQTQQEbns0qwbrKbjpIAnilmjZn30iRwGkcX5NO0C-EVD1s_4pbejpx6zeN5h2PNsvDi8YXCsbzZqIdyivxw/4pd/jtCQIHVQRceRsSVdZ-tC1g/h18/h001.D3E8lI97OnjMGK47nbWGDYk-LD_XMgFSM1hzYfmvkcs" target="_blank" rel="noopener noreferrer nofollow"><span><b>Codex examples</b></span></a> with starter prompts you can use directly in the app. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Zero-Day Hunter:</b> In a live demo, a security expert <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L2aGaQ_oS4cUcvpgW0bY4K_EgiiZMCJKHHo-hqlyNgx41EovCkT5kEF7D1oFZqRsD3L8LsSNvyl_XN0jD76TLjdHGWC9661KoQAzU8HVGmI_IY0LQNhuDNF_-TVr-LYwktfRYgxRjsekbk3zV0_R-wOoS4xUKkxISNKRa6wxqen8xoBAxI5nnUsiW4mo8ykHB0C52NJAzeDRFFPvJOmjjYgXUJjJVGPol3x7ItrsJr2S7ZGMnJEYRh81sZoX_sM7TRwyPO4kwsypnVe_3K0yKU8skSZ7YqixKprVH70OiNFuS3EUG7vjUnI3Sj_08Z-e8A/4pd/jtCQIHVQRceRsSVdZ-tC1g/h19/h001.YE9N9OpS79E0fon0R0sH-OjsKwES1ShNK4ZToyHerQ0" target="_blank" rel="noopener noreferrer nofollow"><span>showed</span></a></b> Claude finding unknown vulnerabilities in Ghost CMS and the Linux kernel entirely on its own (1.6M views). </p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to skip Cursor's permission prompts</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqugUPCP5ic_RJ_ISNxQWT183pLMwGu77bmMqeCRic5xySDDfvTc2ngLd81h4m5Qg6gA-CKapsRdOcpipn83QjsJu2_PswLw9MsWrvq0wKmLURA4pierfUvEg9EhhMbNq5_eZifHhk3a4dKV4jd0Udl89Z_SIa5qq6B8VsVt8gPJ7Q4DTC-ak5c1W_G_PtsBUsACi8W2jZRiUQSI_pm8hmuwMJSiJVYiW7FCwCfHaG_Ekoqx61dckGFqeApRdyaoC7iHnDa7aqea9eTQqgjfX_CVNk23z5voLSS9qi23SJDe1xyjwT4PjUA19HazvpGKPVPw/4pd/jtCQIHVQRceRsSVdZ-tC1g/h20/h001.a2GdVs9hShTH8pbaNwK_rcqXJhSOOHddfHEDe_bhZR4" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2c80003c-f864-4a04-8b5b-fe9b53fec369/CleanShot_2026-03-30_at_10.48.40_2x.jpg?t=1774847955" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Every time Cursor tries to run a test or build your project, it pauses and asks for permission. You click "allow," it runs, hits another snag, and asks all over again. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqugUPCP5ic_RJ_ISNxQWT183pLMwGu77bmMqeCRic5xySDDfvTc2ngLd81h4m5Qg6gA-CKapsRdOcpipn83QjsJu2_PswLw9MsWrvq0wKmLURA4pierfUvEg9EhhMbNq5_eZifHhk3a4dKV4jd0Udl89Z_SIa5qq6B8VsVt8gPJ7Q4DTC-ak5c1W_G_PtsBUsACi8W2jZRiUQSI_pm8hmuwPtT9oVJyqmeEDMXGdPjd07bn9wbd7MIhawU_wtAygK16JDQiERvtA7mYQboTLNXR35QkrvY_TCErSbcArVT0WNV_7y3PFQEKHRmU2avMDU9Q/4pd/jtCQIHVQRceRsSVdZ-tC1g/h21/h001.6o5t1Bb15LtnjAY04YQ284YG3uAjKfkIBsSxdAUykNk" target="_blank" rel="noopener noreferrer nofollow"><span><b>YOLO mode</b></span></a> solves this by letting the agent execute commands autonomously, but simply toggling the setting isn't enough. You need a scoped prompt to whitelist safe commands. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Go to <b>Cursor Settings > Features</b> and enable <b>YOLO mode</b>. Once active, you'll find a prompt field that dictates which commands the agent can run without intervention. Paste this: </p></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code>any kind of tests are always allowed like vitest, npm test, nr test, etc. also basic build commands like build, tsc, etc. creating files and making directories (like touch, mkdir, etc) is always ok too</code></pre></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Now, when Cursor hits a TypeScript error, it automatically runs “tsc”, fixes the issue, and restarts the build until it passes. You can swap in your own tools (like “pytest” or “cargo build”) and use the deny list to block destructive commands like “rm -rf” or database migrations. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TOP & TRENDING RESOURCES</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwp8_VzjNJTLVjRrZ6iFARUTPOCBqFd4RCLrCyZ92RAL7kJXKC3DkLaMul2UtTY9KlxSKleKL7OLixxVSmyHTiAIUeJG4cbcwcYmM1eIsU31Nb5Clys4S-Uoh9DNE0OtN4VUayENX4OUbd7IRU2QC89aFSD1YsuIb2XuTpkfmBzwSufpfs-24QOoSm8ReM8zRO20hr5P3iW_6K6XLUuMuYbooX4CT4nlJ9gib5cff-Tz77pkI8AN7w_3BucOmKa0W8sDzr4qBXzU6F5zJUVUBPE/4pd/jtCQIHVQRceRsSVdZ-tC1g/h22/h001.cgBm44N2uU4I2bSD1miy3YN_tWZAOxjohuWMwjZQP6w" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/362adb7d-6fe0-4299-81bb-9c3d4cd4f786/Untitled_design__32_.jpg?t=1774856677" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch the tutorial.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Tutorial</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwp8_VzjNJTLVjRrZ6iFARUTPOCBqFd4RCLrCyZ92RAL7kJXKC3DkLaMul2UtTY9KlxSKleKL7OLixxVSmyHTiAIUeJG4cbcwcYmM1eIsU31Nb5Clys4S-Uoh9DNE0OtN4VUayENX4OUbd7IRU2QC89aFSD1YsuIb2XuTpkfmBzwSufpfs-24QOoSm8ReM8zRO20hr5P3iW_6K6XLUuMuYbViqVPELKHry_FdQD2iUSwkTf-30fJOplDMrMMPbpNvIYa1FyC3xwKXwNPqb6wPAm/4pd/jtCQIHVQRceRsSVdZ-tC1g/h23/h001.dcmp7FXM59lJL1K-RtpbSekWBsgikFw3tBhDkTwAF-0" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to build a deep research agent:</b></span></a> This tutorial teaches developers how to build a deep research AI agent from scratch using the Google Gemini API. You will learn to implement core agentic workflows, including tool calling, state management, and deploying sub-agents to handle complex, multi-step tasks efficiently. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Repo</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkjVuZysyfwM07QjptF-TbWKS9hjlPwf0NeB9KHhkmkQ0Nr--v7ctz4ticuKStqQ0nfWOlYxggySiGtnNN5OfHBwTDYsbG12kQmNl7xzNokszBjrt_8WlkPZ9o8QK2tDetkd589pv_vb9E-HOPf8czDpoi7HKqajycRdZnXa0HxZziQMTtr1CD4bJIKtRz5nx38boISfp6bCsPc-XAoXxULnfyHQZMnMbeoRZfze9wpwfJOBT7ZKtHC1Z880b_Ak_GbsfTtuNQKrOT-QfbIMowsQ-Yp1XHUVkwJT76HZ7W3ND/4pd/jtCQIHVQRceRsSVdZ-tC1g/h24/h001.v0n1DrB-aLG4hG3X-__ZT58NrsWsZCpNX6o7CCZK-8o" target="_blank" rel="noopener noreferrer nofollow"><span><b>Background Agents:</b></span></a> A coding agent system that runs tasks in full development environments via Modal. It offers fast-start sandboxes, multiplayer sessions, and PR creation using your own GitHub or AI providers like Claude and OpenAI, making it ideal for self-hosted or internal team use. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending Paper</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjOTApCd6xk7sr9A6oqP7RhGd9-VRCLl643SecFIhYYi49eI7MumzaNao2inaJx8qWx-7QjglDZI9Qfbl_tksjo9XuhUM0fYopf35_e7Ulz8jZ4EMeUsfc8pjDF6r1laKB0FHaUzktD9giCvajfrv1wgfoYytFx1f_5PYf16SJSY6MWs1EoMxAxe0G97mMtR2Pl4AaTn1LkZaNQliijq3sTS00kd9K6ywe_UFCSY5-iq3Kp89mAImgX4M7KWym2zRH0/4pd/jtCQIHVQRceRsSVdZ-tC1g/h25/h001.3DuPrjFFHRFB8izWkmzG00XiWWFIwXUEN82WysnVHuo" target="_blank" rel="noopener noreferrer nofollow"><span><b>Agentic AI and the next intelligence explosion (by Google):</b></span></a> <span style="font-family:"Google Sans Text", sans-serif;">Many expect future AI to be a single, massive super-brain. However, researchers discovered that advanced models solve hard problems through internal debate, proving the next AI leap will actually be a collaborative, social network of humans and machines.</span></p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:5px;padding:8.0px 8.0px 8.0px 8.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:#f1ff00;"><b>Grow customers & revenue:</b></span> Join companies like Google, IBM, and Datadog. Showcase your product to our 200K+ engineers and 100K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585W4bIQfxgnyS97B7PCq0ZjyD_M2puz3bbwnEeZFNsxMrd7d1jimtn_0DqPYSTYvzEM0JEuOgwRvBYslHv4LlognINjP2IypTlxFHLqzvwUCd5duRVXtJkSBF-BNIUblqKIJ3XhXBOdJZoRS8b0rfDSG90ul9t86XaUt-djXVfXuqlVJsyhHJUoMc6xlJSSzmK/4pd/jtCQIHVQRceRsSVdZ-tC1g/h26/h001.M5X-nEFTJK--b4mMPR4hR2bWNlNP1u5obQAmzNUXyv0" target="_blank" rel="noopener noreferrer nofollow"><span>Get in touch.</span></a></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="e" align="left" valign="top" style="padding:0px 0px 7px;"><h3 style="">What did you think of today's newsletter?</h3><p style="">Your feedback helps us create better emails for you!</p></td></tr><tr><td class="ee e " style="padding:0px 0px 0px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; 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border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAO_5iK01-grb5B6b9rxJbggCgMjlnTyujZ67LuZkL4w3QYbSZASQEjt_h9ck9FHbNLu1L27iFmiDkpNNjur1Kduc31H3vzFJjX2_6ZsYQTKeqizqCVOcwTPXSQAXG62mGgtZ3THI7EL4FI25_eTg6f2E0Jh9O__5j7iHlgvFzXK5SBozZ6ZnVg3VIsWhjiC8Bf0qetMgcsluIknQRu7AYiqSuC1BSfQNDk2ewKd4ES880R_6QEMLyLSKt1t3-mCLPogrgCSmhBOmBD1J9N38lxS4MDxFPHkie9_SNLCkxW_X44AYOQrQY9SwzJGVHqXEBMVTZdI8NDT-EaZ_xIKZq5bCr97fCgiH4cWUYXM14ULgyBjmu3eBJH1AU4o5wRA2XUT6ld04AZoulJaBEwONFGoPsOUHE2QgusUx3IlhunlIfvtec-vw9sp-4BO7PRBMXP51gA5W8VhPj38xF-t3M7-NVGsQ3T2L4ANdnd8Xfn2AwHJiqCMGOBdEmOF7OnDIh4MY9Hr5ENj22Jdx5IQenIiO2AOcJoWquj2uRTWJb3VvsP5lQzR-KVjd58rwQVMUSBYW9oLX9363EfqSbCKFhHBdJkfOzrK4sxqFiuhEXahZXCyqK0g5Q7-DT2b3ElOy3zWmiTqC_q5uqo5LotNHP7mS5O9Jcuv_FWnJsw7WwCbVXaphadMAJZYlMdcoYvwi6A6RePYggUOlDzlzrfY1LBAi9tDp16FBAfNzczvo0EidQLoOGsPMzgu84Lv1BoBvukMPwFt_9y_Q-5-vaqSE8_uT_N-Dk9QPujw0eGlXA-GAWXTheENmF4F9jTQpvTZmdVjG5h9NzCPwTxGNZPDRJfU-_EZRam16v0xPCZ66mxy6vAKhuOv5z0RyU2a6vR8n59FhlEeQyTgu0r7u8UxtqZb3w7uIfbSuyjTZYQsgGilnWdmYDxF95oVUp9dA57FTbFMQYWfGPxL29CdcGMvrE1pglz-8K6d65vJXMzDwM_ftA/4pd/jtCQIHVQRceRsSVdZ-tC1g/h28/h001.NkoYz9gtn5y5RfOU7l8XbcL_VqQSyufc9-KJ-WtEkfM"><p style="font-size:14px;color:inherit;"> Average 🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; 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**Welcome back.** Web layouts have been constrained by CSS for decades, limiting how we interact with text. One Midjourney engineer had enough and built a tiny TypeScript library that handles layout 500x faster. The demos went [**viral**](https://x.com/i/trending/2037743015843037360) within hours.
**Also:** How to harness long-running AI agents, OpenAI dropped a repo of ready-to-use Codex prompts, and how Claude found unknown security flaws on its own in a live demo.
--------------------
### **Today’s Insights**
* Powerful new updates and hacks for devs
* Vertical models are outperforming the giants
* How to skip Cursor's permission prompts
* Trending social posts, top repos, and more
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://x.com/_chenglou/status/2037713766205608234)
Caption: Click here to see it in action.
--------------------
**New TypeScript library makes web text render 500x faster:** A Midjourney engineer just open-sourced [**Pretext**](https://x.com/_chenglou/status/2037713766205608234), a pure TypeScript engine designed to measure and position multiline text without relying on CSS or DOM reflow. Developed over several weeks using Claude Code and Codex, it validates against browser ground truth to support all languages, RTL scripts, and emojis. The repository quickly gained traction with 11.9k GitHub stars as demos went viral.
**Mistral drops a lightweight text-to-speech model:** The French AI lab shipped [**Voxtral TTS**](https://mistral.ai/news/voxtral-tts), a 4B-parameter model that delivers realistic, expressive speech in nine languages. It can clone any voice from just a three-second clip, capturing natural nuances like pauses, accents, and intonation. In human evaluations, it outperformed ElevenLabs Flash v2.5 on naturalness with latency of just 70ms.
**OpenAI's Codex adds plugins to streamline dev workflows:** The ChatGPT maker just dropped [**plugins**](https://x.com/OpenAIDevs/status/2037296316104282119) that bundle MCP servers, app integrations, and reusable workflows into simple one-click installs. There are over 20 plugins available at launch, including tools like Figma, Linear, Notion, Sentry, Slack, and Gmail. This brings Codex in line with Anthropic's Claude Code and Google's Gemini CLI. All three major AI coding agents now support installable plugin packages.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### **PRESENTED BY GOOGLE**
## [Startups: Don’t touch an AI agent until you read this](https://cloud.google.com/resources/content/building-ai-agents?utm_source=google_start_up&utm_medium=et&utm_campaign=FY25-Q3-GLOBAL-SMB34129-website-dl-ai-agent-report-51052&utm_content=thecode_1)
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7631905a-66cf-4605-9f38-d76b16a131cd/resize_thecode__1_.jpg?t=1774857410)
Follow image link: (https://cloud.google.com/resources/content/building-ai-agents?utm_source=google_start_up&utm_medium=et&utm_campaign=FY25-Q3-GLOBAL-SMB34129-website-dl-ai-agent-report-51052&utm_content=thecode_1)
Caption:
--------------------
Launching a startup is all about moving fast, but too many startups incorrectly scale their agent fleets, wasting precious resources and eroding trust.
[Google Cloud’s startup agent guide](https://cloud.google.com/resources/content/building-ai-agents?utm_source=google_start_up&utm_medium=et&utm_campaign=FY25-Q3-GLOBAL-SMB34129-website-dl-ai-agent-report-51052&utm_content=thecode_1) shows you how to nail your agent fleet the first time, so you can deploy without worry.
* Accelerate product development with Google Cloud tools like Vertex AI Platform, Vertex AI Model Garden, and Agent Development Kit
* [Implement RAG and leverage multimodal capabilities with Gemini](https://cloud.google.com/resources/content/building-ai-agents?utm_source=google_start_up&utm_medium=et&utm_campaign=FY25-Q3-GLOBAL-SMB34129-website-dl-ai-agent-report-51052&utm_content=thecode_1)
* Streamline AgentOps through an Agent Starter Pack
[Master your agent journey here.](https://cloud.google.com/resources/content/building-ai-agents?utm_source=google_start_up&utm_medium=et&utm_campaign=FY25-Q3-GLOBAL-SMB34129-website-dl-ai-agent-report-51052&utm_content=thecode_1)
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### **INSIGHT**
## **Vertical models are outperforming the giants**
--------------------
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Follow image link: (https://www.intercom.com/blog/announcing-fin-apex-the-age-of-vertical-models-is-here/)
Caption: Source: Intercom.com
--------------------
**Frontier labs got outscored.** Intercom CEO Eoghan McCabe [announced](https://www.intercom.com/blog/announcing-fin-apex-the-age-of-vertical-models-is-here/) last week that their custom model, Apex 1.0, is now outperforming GPT-5.4 and Opus 4.5 in customer service. It resolves 73.1% of issues, hallucinates 65% less, and responds faster than the general-purpose giants. With Fin already handling 2 million issues a week, Intercom is nearing $100M in revenue.
**Cursor played the same card.** Just days later, the coding startup [shipped](https://cursor.com/blog/composer-2) Composer 2. This model, fine-tuned on the open-source Kimi K2.5, beats Claude Opus 4.6 on terminal benchmarks at just one-tenth the cost. Both companies followed the same playbook: take an open-weight base model and post-train it on proprietary domain data until it beats frontier models.
**Data is the moat.** Intercom built Apex using billions of real-world customer service interactions curated by its 60-person AI team. Cursor trained on millions of actual coding sessions. This domain-specific data is something frontier labs simply don't have. This creates a massive gap between SaaS companies that can train vertical models and those that can't.
**Labs face a squeeze.** Andrej Karpathy recently [**noted**](https://www.youtube.com/watch?v=kwSVtQ7dziU) that AI is shifting toward specialization instead of one-size-fits-all models. Frontier models are currently over-serving specific industries with general intelligence that simply costs too much. Companies with direct access to real-world data are already building cheaper, faster alternatives, forcing the big labs to either specialize or watch their margins disappear.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b2311e4c-9214-4818-a305-f76450f805f7/CleanShot_2026-03-30_at_13.07.47_2x.jpg?t=1774856306)
Caption: Meme of the day.
--------------------
* **Lazy Agents:** AI coding agents degrade the longer they run. This [post explains](https://x.com/systematicls/status/2038241033755168959) why and how to design harnesses that keep them on track.
* **Flattery Trap:** Andrej Karpathy spent 4 hours perfecting a blog post with an LLM. The same LLM flipped his **[entire argument](https://x.com/karpathy/status/2037921699824607591)** in seconds (3M views).
* **Buried Features:** The creator of Claude Code just shared 15 under-utilized [features](https://x.com/bcherny/status/2038454336355999749) that can drastically change how you build.
* **Plug and Play:** OpenAI dropped a gallery of real-world [**Codex examples**](https://x.com/romainhuet/status/2037604733847003367) with starter prompts you can use directly in the app.
* **Zero-Day Hunter:** In a live demo, a security expert **[showed](https://x.com/chiefofautism/status/2037951563931500669)** Claude finding unknown vulnerabilities in Ghost CMS and the Linux kernel entirely on its own (1.6M views).
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **AI CODING HACK**
## **How to skip Cursor's permission prompts**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2c80003c-f864-4a04-8b5b-fe9b53fec369/CleanShot_2026-03-30_at_10.48.40_2x.jpg?t=1774847955)
Follow image link: (https://www.builder.io/blog/cursor-tips#using-yolo-mode)
Caption:
--------------------
Every time Cursor tries to run a test or build your project, it pauses and asks for permission. You click "allow," it runs, hits another snag, and asks all over again. [**YOLO mode**](https://www.builder.io/blog/cursor-tips#using-yolo-mode) solves this by letting the agent execute commands autonomously, but simply toggling the setting isn't enough. You need a scoped prompt to whitelist safe commands.
Go to **Cursor Settings > Features** and enable **YOLO mode**. Once active, you'll find a prompt field that dictates which commands the agent can run without intervention. Paste this:
```
any kind of tests are always allowed like vitest, npm test, nr test, etc. also basic build commands like build, tsc, etc. creating files and making directories (like touch, mkdir, etc) is always ok too
```
Now, when Cursor hits a TypeScript error, it automatically runs “tsc”, fixes the issue, and restarts the build until it passes. You can swap in your own tools (like “pytest” or “cargo build”) and use the deny list to block destructive commands like “rm -rf” or database migrations.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **TOP & TRENDING RESOURCES**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/362adb7d-6fe0-4299-81bb-9c3d4cd4f786/Untitled_design__32_.jpg?t=1774856677)
Follow image link: (https://www.youtube.com/watch?v=LUfqQgz1-Os)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How to build a deep research agent:**](https://www.youtube.com/watch?v=LUfqQgz1-Os) This tutorial teaches developers how to build a deep research AI agent from scratch using the Google Gemini API. You will learn to implement core agentic workflows, including tool calling, state management, and deploying sub-agents to handle complex, multi-step tasks efficiently.
———————————————————————————
### **Top Repo**
[**Background Agents:**](https://github.com/ColeMurray/background-agents/) A coding agent system that runs tasks in full development environments via Modal. It offers fast-start sandboxes, multiplayer sessions, and PR creation using your own GitHub or AI providers like Claude and OpenAI, making it ideal for self-hosted or internal team use.
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### **Trending Paper**
[**Agentic AI and the next intelligence explosion (by Google):**](https://arxiv.org/abs/2603.20639) Many expect future AI to be a single, massive super-brain. However, researchers discovered that advanced models solve hard problems through internal debate, proving the next AI leap will actually be a collaborative, social network of humans and machines.
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 200K+ engineers and 100K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
———————————————————————————
You can also reply directly to this email if you have suggestions, feedback, or questions.
Until next time — The Code team
----------
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