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🔥 DeepSeek's new model rivals Fable 5
Thu, 13 Aug 2026 14:11:19 GMT
🚀 Grok gets frontier intelligence
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🤖 SpaceXAI drops Grok Bot
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🚪 OpenAI's exodus continues
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👀 Anthropic adds invisible watermarks
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🌎 Researchers simulate Earth's population
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🤯 OpenClaw runs another cyber attack
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📸 Grok Imagine 2.0 debuts as #2 image model
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🦠AI just created viruses that never existed before
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💣 Qualcomm robot bombs on-stage
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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Wed, 12 Aug 2026 14:06:26 GMT
Subject: 🤖 SpaceXAI drops Grok Bot
To: [email protected]
Date: Wed, 12 Aug 2026 14:06:26 GMT
Subject: 🤖 SpaceXAI drops Grok Bot
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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: 7 Codex skills for devs  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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:#FFFFFF;" 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> August 12, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9s8WHIg_nUvc9iJWczAaabv3uOSHTnr9SFIB5sL3vWqjXVQAwZDBwb-C6BYj5IQ3EnFK6eKtFQ29yDLC8nHRRckqmYoSkLNDuPxj8GEPrkkxO28JWXLeDdaSsP7lV9I1u4smVNToUOunpOH47QSpgMZ3AFPnZNSJBSfOQDtdlODVXg8n41BCEqQ4Gr0ak3PxIRCnLRyoQaoLXP_G7B-cgZYEZVxtt1wiG5OC3xOVZMLkpZoolgosezSTG7YR17G4vD3ZE9fQp6TcSf00nNgLUzeexXYvx567rSN4zY3rOGFLFraVtMm08oUApdyBAmddTaj5tenf1N6J4NINwdwshXXKXE16-ZbgLFH-GXro4F9Z_TehrRhH6sdnMo_UbMcojOFK4yW6SXNWpq8VxVfKonkwevBBs3P61K4YNyUPnfsM8KtkeC4CWcCSz9YQMaweR_0QEBx1Z4qlzDol8KrStsG369KCicCMtA2-LS-p3uLdWRccn7yQpud_Ayec0gTzCsAMC8Whg9XLM2mLRZusC6SfUBTDH0JBwyo8iEC2sQKH5RZFS44t_OnnAEbGcVfP2A-HX5yuSeJTKS3NqzVRhSB3V-f2uibeD1RqedSm-loeQmq3-FU7-aX7QHqDyU5h9lMEGLnZLkbYn1NVJReilAMu-_NUjP2oDisw3xEIMsYMEa_hX4NM_ph0NapfAJhT_i-l4Dkj5bMcEsm6YYgxn0nbqlkwAzW69gvkGfbTSanxir5qMGbg4WFb9-S537ymPc/4t4/IiHVv05URUCc3fjcZ2juJg/h0/h001.0nzJKzJI-UtDLbPnApuaMhLvKhZ46g2rgk4CTW0CBio">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/4t4/IiHVv05URUCc3fjcZ2juJg/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;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmnTS0wYBpmiDONhKz9pVeKtQn5wVkq5H-g12Ikmx2gfi5A5ILpYNnLCFC0VcSIz_S3NuUR2fyg9cotRHqzso6eDiPCa-klyjvnUb_MbFwqYL5MTEL5icQpCw8gHQlxCkjkH2QFQuMuHLm8gaqfEb73oXDNNWx61QPSGxN-jA8CFWNE7pHc-jAQQspSIFb6X8XxjIeP713DVsfaanJnQBHUI2oJ7QQ4wGSf1vK4f7izn4slcdkGp9mxZjfc8bIhrGDsqd4yKI1sOd_0ZxLSEPZUoe0d44IKcrbFFX6l0_a96I8l1c1IKuNgyWoQozjfMkN4/4t4/IiHVv05URUCc3fjcZ2juJg/h1/h001.XqOoFIzWUHKDqYoo_4OggApbycIlR-Q8UhYsfFAw5bA" 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,width=1920,height=3840/uploads/asset/file/bf6b817f-17ea-4998-a2bb-cc10e4e8d63e/Group_Datadog__1_.jpg?t=1786485815" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></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> Frontier labs like OpenAI and Anthropic have been accidentally leaving the door wide open for model distillation. German researchers just uncovered security flaws in the OpenAI and Claude APIs that allow their internal reasoning to be cloned into smaller models. ML researcher <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGDLtbVdL4ssO9N8gou0j9V2U_47sAeAndpP8IFddAjHe0bgprOOwWfxuzxUehwNMywAg1ntmq2Cpy5cLBZKqAR0uz_w_8IY1uVs7QP0dfkJYyfbpyN7wFS7ytNFgSs7ohIn5VzKXxZYhMaAIQn8FKaXaGdjsckhg1SOjDcSbkoy9h1Km44VAfV60YotiHch1EMD2DM9nGd5PHIC-uAj-rJGsIJZBBNvUHISdJGqolKzDRNtuQXyCLNFQKjt2jnVUY/4t4/IiHVv05URUCc3fjcZ2juJg/h2/h001.UHlZBhghgDoJO-jwTtoTp3LXIFwv346bRdh029dbggU" target="_blank" rel="noopener noreferrer nofollow"><span>argues</span></a> that this is quietly being exploited by Chinese labs to bridge the gap. </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 Cursor turned agents into better engineers, how to fix your colleagues who don’t read PRs, and a refined prompt to manage your Claude Code token usage. </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:#222222;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 Brief</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;">How Claude watermarks affect developers</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> 100 real use cases for Grok Bot (by Cursor engineer) </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> 7 essential Codex skills (by Oracle engineer) </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> The 14 step roadmap from prompter to loop designer (cookbook) </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,width=1920,height=3840/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:#3593ff;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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjx0j2PdgnVfLaycKmXJEpVgIl1TPrq3TaRsRS9o7MkmpU2G9MaTNdujM7Z7Xef5-FzeL8RzS-zrSS6xwOW-Oi3aYr2ux2ScmFgQGjsL0tYD4CNXjN0V6oZsAB5E7AIhyguFC57Uw5iUVaaTrfwRMnICCnbkiToOrHtLXBKSuO23Vqz8OHVOgmtm87bKvZAyxOzeBlf7Db2EesZwpmarnDUkNdqw8mKzasAsGJ5WqGm1kouwBuXh4QJ30cL899Gt8e4/4t4/IiHVv05URUCc3fjcZ2juJg/h3/h001.r3cfiaNJZWgkmzSNxK-gBArCMs4bkassQDktfMxRV-c" 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,width=1920,height=3840/uploads/asset/file/6e3ca500-8aa6-466a-b25b-8085d989f47a/Thumbnail__2_.jpg?t=1786528589" 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 SpaceXAI’s Grok Bot 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>SpaceXAI ships AI coworkers that never log off: </b>Elon Musk's lab just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lx7GuyLnzgHMpTv8USDV3O8eN7Q1dYcLDJ6Kt3NDkEUHW04Koo9_kgQzH_rFHv1WteI9NqPFfeTbac1lcuadM42jme1jAlSnEFi9jowoPC4AXl6uY1a8EBfZbQZ8kriCpxhMvpdOwRXnKyKYul9ynYfNQOcCBmu1i4zgWSPJBNnT4i6JsKjpFpYOX7ZKC2vojQvXX8BsNQjX5WUXrlSfTokKJbJeB7yiLyG5DxrD1lBfvDCF9KqG8xm4jvfuLVtmqw/4t4/IiHVv05URUCc3fjcZ2juJg/h4/h001.QDtleT32OkDFdz3D0szBBZiTuOim5RUT4kbx0MWnUeU" target="_blank" rel="noopener noreferrer nofollow"><span>Grok Bot</span></a> in early beta. It's a team of AI coworkers that can sign into your tools, operate them directly, and deliver finished work. These always-on agents can log into apps like Gmail and Salesforce to handle multi-step workflows for you. They also coordinate behind the scenes, handing off tasks to one another just like a human team. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6lYDRJKDl5bQhdpQtj58nz6zdyQ2-Yf-ArNFiRBpw72wOr9yxTKhADtxILpgCZ2LyO4mWuf5hngtEMZNWf1HJKThWYBwT72hi_K4FPajm5EdKunhi67u4vnGLiRqRtt0T0reWmuGORoadakYtLS_gpZrrWbbE23OGFr2iwg4Wid0azFyqxW4QAsP4CQqLyrj5E41fNkfa6f9Yi-zGW7Tlcc3tgsRmZGcM3UXdWQOumd/4t4/IiHVv05URUCc3fjcZ2juJg/h5/h001.vENdSNrP3JqEXdrE6FN78rIKn7KFigm2msDcZITrY50" target="_blank" rel="noopener noreferrer nofollow"><span>Try it here.</span></a></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>New flaw in OpenAI and Anthropic APIs explains how they could be distilled:</b> Security researchers <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHxjmEtOq4jIybJIdF4AcHTdoUt0G3ifXCPowG0rB0r1b0vnHyRbVdHWYzV45_-TUZAncqlUltYgoSYNhMX895UKUk-fwUDgGtfZLputgkxAbmgixTOq6a81xdLstUOSZoZyDvcI_SUOAb3ESi7ZsokHOp4MXau9ab-HBq7nDIJ3CRpVyX9yJ9-BLFFkgD5_DKVSCGrzlGUJOYjK7MST5liHcnsH4sy4TkFT45b2b8UDDNhSNOBalWpEH4OMrSKk7c/4t4/IiHVv05URUCc3fjcZ2juJg/h6/h001.8u8lVsfVXlQSzt7wvMTf-pYDP3cSxun1aXY7jWL-GHY" target="_blank" rel="noopener noreferrer nofollow"><span>found</span></a> a vulnerability across OpenAI, Anthropic, and Google APIs. Models from these labs hide their reasoning in encrypted blocks, but new research shows that attackers can pass these blocks to a weaker model and have it print the reasoning in plain text. This allows competitors to steal proprietary reasoning to train cheaper clones and enables model distillation. These same blocks could also leak API keys and passwords, carry hidden malicious instructions, or even expose unsafe thoughts that the model had buried. </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>Nvidia unveils an open model on a budget:</b> The chip maker just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGAr2Z--m-LTgXsx81l2oKOFxy_EFlmfrj5gm0vSozVPlfBIFmjQ5tOa6kl350OKrtXsYdepPE4W-iPIIyA2GdXfoOqX6BHb3YmEJQmcwbyseYp9KxlWWk4nNWr0-wvWuBVIowAbdCpcaGD6iYAWZCF6ul4nGy5zo-LMGvTzm2le5_ZTwMMhnHtyYTHZiOJuRtWZ0rJhZkMJmEW256HNTu0pqR4HaeE0weidk9T3L-q5X7Lhw9XbNfz0jx0usErKRQ/4t4/IiHVv05URUCc3fjcZ2juJg/h7/h001.fC-_3P8MwjM8FI5gVybU0zRyVESFFq1-CTbf2RA6Rnk" target="_blank" rel="noopener noreferrer nofollow"><span>Nemotron 3.5 Lightning</span></a>, a 30B open model that only uses 3B parameters at a time. It’s designed to handle the routine steps in long agentic workflows and is efficient enough to run on a single GPU. Along with the model, Nvidia also released NeMo Switchyard, an open-source router that automatically sends tasks to the most suitable model. The company claims Lightning can deliver speeds up to 4x faster than similar models. More details on the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7mW4UnxgMhNJpLho4LwzPtHra51UUvCgHo6m_DFFAQzw60FfDRUkItomWIas3_TUTriNumI1bxQFHZC4ZSGkUSMd8FXHx-bada36rZsI6YEurJvkWTRk_8pK3_B4l5paAODJXZ3Vs6mtfSS36gKaEOncVlIHbJzzHSC0pnj0dsapO0EScqrTMJKXAXYnKO1LZJBepAicx4jCfl0mRpMrYEOUOK0wjybFHOX6ttID51wuMaVAE-RyBLJlbiSdLXy5USWHOHRT8MCqxiOHMn5l552tVNlc0mZc2DgF0U_kb6Q2/4t4/IiHVv05URUCc3fjcZ2juJg/h8/h001.rYFziJdN9BXKKEm7BDIXDQg1KST9kZqhEac_sNk8a0A" target="_blank" rel="noopener noreferrer nofollow"><span>weights here.</span></a></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,width=1920,height=3840/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:#030712;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY DATADOG</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%;"><span style="font-weight:700;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmnTS0wYBpmiDONhKz9pVeKtQn5wVkq5H-g12Ikmx2gfi5A5ILpYNnLCFC0VcSIz_S3NuUR2fyg9cotRHqzso6eDiPCa-klyjvnUb_MbFwqYL5MTEL5icQpCw8gHQlxCkjkH2QFQuMuHLm8gaqfEb73oXDNNWx61QPSGxN-jA8CFWNE7pHc-jAQQspSIFb6X8XxjIeP713DVsfaanJnQBHUI2oJ7QQ4wGSf1vK4f7izn4lpLfkRxKsdm9uVmXgNCTgD6tTKL_dBR4-HHsaIs642avHfMP-LZiZz_uWsU2FwZ80rLMeVCQsgKmEEKRZmZvOs/4t4/IiHVv05URUCc3fjcZ2juJg/h9/h001.826NmbllmopFjuYJ-51PTQaf51Hu_Q9sj-VQjGD1eZE" target="_blank" rel="noopener noreferrer nofollow"><span>Your AI bill keeps growing. Do you know why?</span></a></span></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/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmnTS0wYBpmiDONhKz9pVeKtQn5wVkq5H-g12Ikmx2gfi5A5ILpYNnLCFC0VcSIz_S3NuUR2fyg9cotRHqzso6eDiPCa-klyjvnUb_MbFwqYL5MTEL5icQpCw8gHQlxCkjkH2QFQuMuHLm8gaqfEb73oXDNNWx61QPSGxN-jA8CFWNE7pHc-jAQQspSIFb6X8XxjIeP713DVsfaanJnQBHUI2oJ7QQ4wGSf1vK4f7izn4uFUN4TICGusLU68bZJmx2YBZEvKEw-iH0vf6shIOlg0-yRhfohmEwWgGofubCZAPkxe62icx_ArvFvw7IfM7Ks/4t4/IiHVv05URUCc3fjcZ2juJg/h10/h001.qjnmeBC7f5TCGcNxo6CNMG-IdQ68M1AEhkkzER_lUyI" 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,width=1920,height=3840/uploads/asset/file/8eac45a6-86b6-4e32-acce-b633528bc915/Datadog_X_The_Code_Ad_August_26_V2__Compressed___1_.jpg?t=1786485895" 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%;"> Tracking AI spend is fairly easy, but understanding <i>why</i> it costs what it does (and what the actual ROI is), is a challenge for most teams. </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%;"> If you want to cut costs and gain value, <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmnTS0wYBpmiDONhKz9pVeKtQn5wVkq5H-g12Ikmx2gfi5A5ILpYNnLCFC0VcSIz_S3NuUR2fyg9cotRHqzso6eDiPCa-klyjvnUb_MbFwqYL5MTEL5icQpCw8gHQlxCkjkH2QFQuMuHLm8gaqfEb73oXDNNWx61QPSGxN-jA8CFWNE7pHc-jAQQspSIFb6X8XxjIeP713DVsfaanJnQBHUI2oJ7QQ4wGSf1vK4f7izn4nwHEN3vhWE-wWr4izP7vRNzXxdlYqj5kS08cLdCUD35ytZi7Zu3Y8Zkubs0YdZ790lIqMyoBDvRwSQHRu4Xqws/4t4/IiHVv05URUCc3fjcZ2juJg/h11/h001.XrMknJ0qbiXqHLxwvZ_1zRW8UBiw4ZDjnSKK0UD05tE" target="_blank" rel="noopener noreferrer nofollow"><span>read Datadog’s latest AI ROI guide</span></a>. Inside you’ll learn: </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;"><span style="font-weight:700;"><b>AI cost breakdowns by token, model, provider, and team</b></span> across OpenAI, Anthropic, and beyond </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> The correlation between cost increases and architectural changes for instant root-cause analysis </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How Kevel cut AWS costs by up to $100,000 per month with real-time visibility tools </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/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmnTS0wYBpmiDONhKz9pVeKtQn5wVkq5H-g12Ikmx2gfi5A5ILpYNnLCFC0VcSIz_S3NuUR2fyg9cotRHqzso6eDiPCa-klyjvnUb_MbFwqYL5MTEL5icQpCw8gHQlxCkjkH2QFQuMuHLm8gaqfEb73oXDNNWx61QPSGxN-jA8CFWNE7pHc-jAQQspSIFb6X8XxjIeP713DVsfaanJnQBHUI2oJ7QQ4wGSf1vK4f7izn4poeM-vte5rakVMSk-Op_aE64zsX7gKZ9EF1GKkS12xV_FyOTKzyQXWvevJZRl3_zoUvyIz6OFr9MyKgYmgtXWc/4t4/IiHVv05URUCc3fjcZ2juJg/h12/h001.JjULPntNhANrxRP3ihxlB1ceFT_ZMib5q4VXDWWfQKA" target="_blank" rel="noopener noreferrer nofollow"><span>Download the guide at no cost.</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,width=1920,height=3840/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:#3593ff;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>Claude not only watermarks text but also code. Here's how this affects developers:</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,width=1920,height=3840/uploads/asset/file/3b829220-553e-4a49-8f54-88eae55e6df4/Thumbnail__1_.jpg?t=1786525505" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></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>The mark is shipping.</b> Anthropic confirmed this week that Claude models have started to weave a watermark into generated text, including code. It applies across Claude Code, the API, and deployments through AWS, Google Cloud, and Microsoft Foundry worldwide. The move quickly drew pushback from devs online. Senior software engineer Nick Dobos <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcE_zDlU_02r8cyYa-l81YWS8D7tybOxl9FxKll3XvTXzsp7xM229rrXAmUgD48HCHLTG2g365EZo96-SNxLyNPIt-WYrIExMOQDh8rvo1sKyDqeDOQ0jJq1EAiBUjUg9qMrHN-ayyfUYKJdU7Jwb_fD2T7cbBKuEQhJhekdxkFRpWfkNUokjXm3ceFsvlu_0XJ2nYx-vtgTUFrf5xtqdQrO4rP3UNZ4vXTLEUM4FTnslhGLfr9beim2iiysyStPqbw/4t4/IiHVv05URUCc3fjcZ2juJg/h13/h001.45Qn4x9Ol3XqII0h3tag-AzqvSCuzLT-0LSa7Q_EEPQ" target="_blank" rel="noopener noreferrer nofollow"><span>summed up</span></a> the concern perfectly: he doesn't want invisible information in his codebase that he cannot control. </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>The AI lab holds the power.</b> Anthropic has gone public with the policy, but they haven't released the inspection tools yet. This imbalance is exactly what's putting developers on edge. Their main concerns are: </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;"> The watermarking method is unpublished, so nobody outside Anthropic knows exactly what changes in the output. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> There is no local detector, so teams cannot scan their own repositories for the mark. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Teams cannot test the effect of the mark on refactoring or token selection. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Anthropic says quality and readability are unaffected, but has shared no code-specific evidence. </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%;"><b>The EU did not ask for this.</b> While Anthropic frames the move as part of its EU AI Act compliance, it’s worth noting that the European Commission's <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJYGEuRqg2UFxBeqn5vIWHrWCMzouNx7juOHTErk91fvcx4PRH_QUGRYoSkq2JpiNzbEPp65VJ2uJid-Exgz5J773Qs5e4rLpCdpRbFObhGtQJfMC41zphbeXJHtWcXPl_ECW8QtiEEztJrO1HYq5fGmPQWXvFPPQfr8u2p-EaIPizUTOQuXpPxXp0FSHy60zGWh5orwaMRdWkIE0bS6LWWYQjfbiERGh51A0XS6z9PhXzHIR0UqJyGPGOQeHGRIds7ZonzUbms1NcDNbIgWT2FrmV6xHmLNytbd6RP2tKVFd/4t4/IiHVv05URUCc3fjcZ2juJg/h14/h001.XJ4vzatap-srgxU8VqV_vU7X2beZ8OpULxNo4KXkhpY" target="_blank" rel="noopener noreferrer nofollow"><span>guidelines</span></a> exempt source code from the marking requirement. The AI lab’s policy marks all generated text, with no exception for code. This means production code can now carry underlying data that its own developers can't even inspect. </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>Where to dig in.</b> This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjz8Szw-DSbZiS9EVY4EX3huvntCFZSQgRblaWw4w7fWB1A4FS9ungyvw9bJkYmBGJBE8O0Svdmi-rYC0vWp71OBgwC492b_qtM9Udv1wnRd2yGhETr2c9NllV-nFD44OYZm6zPJKgcM_-3DyQqkeqrEkC_JMPIuYwNMcmkD8dL739kWi24hiWlW1v1CP31FyaCwMhAheTBjbWI8VEY17RZKsI-1IJB6iH876I-0sxx1zyl8eQWe9fv20KEZgWCw29U/4t4/IiHVv05URUCc3fjcZ2juJg/h15/h001.vYWJzGTTkBbVS24OGQZ5EKU3tk_8Kq_QEifCJsnm-Yo" target="_blank" rel="noopener noreferrer nofollow"><span>walkthrough</span></a> breaks down how Claude's text watermarks actually work, while Anthropic's official <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0nHjWYmVcKK4BOCL1kMmltknOzJJSwaU6e2rNNbFULZ127S05saKboRrtrxO96j3baVE6tfeiGDbc-_Z0BFJ1en9D9GWqEgRzLEGMjrvQ2nvgv29jf5-aQ3qhY26yDmR_nqVoz80-5tS27UnhnglNkM7q6E1PjZJEzZbke3juwcy1YhJfObTclXoJ4Y6yF-GdmkVn44rBMSBRix14EYxTiYDKtJI7PsvAyFwYB6v-Y40CvPsvxAswRa66cpBgKfOsPz-3fqP3NgHJOGCLiDGiAqi6n1jGmdWyngcQw3FRDHQMhjBRSCNeBKAIe1X6nepog/4t4/IiHVv05URUCc3fjcZ2juJg/h16/h001.8W1T_ZJK0baQXCaLl_1w6bxKmbbGbLyf6x8gYHh9BlI" target="_blank" rel="noopener noreferrer nofollow"><span>policy page</span></a> outlines what’s covered now and what ships later. </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%;"> P.S. Devs have already turned to the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhku5e8NxXVaslx9OG2lhnNha9TjzVwKzRvqlL3jeqb67LJejhdJBVQUQ82Z__zitMY_TWuhssc9Zm86XSkP5BgwBlsT17aGCt7JAnGmMRVcXAWrbZcj-2LrErzW5gdApQQec5FrA1HJCxVYGc1ILb8k8jPoiHpXgiNHnnGRICFTW3xOzioFt2VwueyttVFdbvrsD-KZygX17RhQUmn6f8xPHiokHPaxSo3DFace08BDYxUG7U5dx6nh3TS0FciehTCumcmOFldbfDG73HOfUn7nA/4t4/IiHVv05URUCc3fjcZ2juJg/h17/h001.TIrZq5TQRN5L9d7R8Kp3eSLBZY8tpvD28mu_XlnPdCc" target="_blank" rel="noopener noreferrer nofollow"><span>Watermarks-Remover GitHub repo</span></a> to remove Claude’s watermarks from their content. </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,width=1920,height=3840/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:#030712;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY CODERABBIT</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%;"><span style="font-weight:700;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePetTWE0dH6L9coBog_0gPCvwkla76IfQEj_kZR10lDkFTQuJ6cXn8TMbgUN_Rt2VCVAsJD2aQjceLQvHXLNOg9luZVuPwACyWD7QB1yHCHTcbi7AzqbWaF86q-EY0VkLCUCHAfE5yz2JL3Pkbw0ozUiUQYEhpRwmMQtrEpycHO9Dl1frrcd9qM3ALAxHXtYgXQ27Ja6wpjQesfV_AoV9Sa5hlxV_b73wtscRUvNlCR27IgnZ8FNMwJrUSKTZlqk12A/4t4/IiHVv05URUCc3fjcZ2juJg/h18/h001.l_YiyDpHXaX4atblmrqqDCYQxxkf71WNgixZZLGZR0I" target="_blank" rel="noopener noreferrer nofollow"><span>Understand the real change behind your code</span></a></span></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.kro7WBsAmEsY5mGgiUDePetTWE0dH6L9coBog_0gPCvwkla76IfQEj_kZR10lDkFTQuJ6cXn8TMbgUN_Rt2VCVAsJD2aQjceLQvHXLNOg9luZVuPwACyWD7QB1yHCHTcbi7AzqbWaF86q-EY0VkLCUCHAfE5yz2JL3Pkbw0ozUiUQYEhpRwmMQtrEpycHO9Dl1frrcd9qM3ALAxHXtYgXUSS_MNSqPERyQMlvMHjaXSH3FhhRLkPqrgXuO5VLJU3DtIV1RSt_PZT0qRJPX-ahw/4t4/IiHVv05URUCc3fjcZ2juJg/h19/h001.trTfkkIBSQvo5uH7Hivq2m-lnjVmP15I5Kqw83jM5x8" 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,width=1920,height=3840/uploads/asset/file/ca158566-2ce6-4909-8e5c-ced902840948/image1.png?t=1786486414" 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%;"> AI writes more code than ever. Reviewing it shouldn’t mean going through files in alphabetical order. </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%;"><span style="font-weight:400;">CodeRabbit Change Stack</span> turns any PR into a layered walkthrough - <span style="font-weight:400;"><b>overview page</b></span><span style="font-weight:400;">, </span><span style="font-weight:400;"><b>timeline view</b></span><span style="font-weight:400;">, </span><span style="font-weight:400;"><b>semantic diff</b></span><span style="font-weight:400;"> and </span><span style="font-weight:400;"><b>agentic chat</b></span><span style="font-weight:400;"> - so you understand the real change behind your code. </span></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%;"><span style="font-weight:400;"><b>Free in early access</b></span><span style="font-weight:400;"><b>. </b></span><span style="font-weight:400;"><b>Review your next PR with </b></span><span style="font-weight:400;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePetTWE0dH6L9coBog_0gPCvwkla76IfQEj_kZR10lDkFTQuJ6cXn8TMbgUN_Rt2VCVAsJD2aQjceLQvHXLNOg9luZVuPwACyWD7QB1yHCHTcbi7AzqbWaF86q-EY0VkLCUCHAfE5yz2JL3Pkbw0ozUiUQYEhpRwmMQtrEpycHO9Dl1frrcd9qM3ALAxHXtYgXat7pxrUz5LqJV0KJSG7Kh6XzRdyxBGCa46OpnQuYHMQkXYWmNYSaiAO1cXvjn5JNw/4t4/IiHVv05URUCc3fjcZ2juJg/h20/h001.-wyL3b50wopmPVlwzn_v3Gg1xKFeAU5g10U5Y4zu8pM" target="_blank" rel="noopener noreferrer nofollow"><span><b>CodeRabbit Change Stack</b></span></a></span><span style="font-weight:400;"><b> Today</b></span></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,width=1920,height=3840/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:#3593ff;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,width=1920,height=3840/uploads/asset/file/fa3d158c-644b-4c58-9ab0-8606e7f32ffc/CleanShot_2026-08-12_at_15.13.59_2x.jpg?t=1786527868" 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>Read PRs:</b> Some of your colleagues quietly ship AI code without reading. This developer's idea might just fix that overnight. <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcEVaFBiyg14xq72lQMFJWE25Z4Z-CEgsithL23cLgLUknbszQk35Iux7_kHLcl8I7bdHwyN2rsewFLqepP-6spnYU98RzDCue63ckI9a5NBdOuAgajpbhFixwWTaVq0LVl1iCuQ3YlwolXz1zWEiKSgMvrAa4nFDiqywRZEIABnXCGnb2i--Dn5dzCcB1Ja3PvMnQN_xKG1b046gpVifeTYMokuMV3ymOY2IehtcV0e6aGGeL9490rOnJ57FgSLUfA/4t4/IiHVv05URUCc3fjcZ2juJg/h21/h001.HPhIK7gFeoHUo2To3_pNv9mITeEtBNFwP8XXHYTneHc" target="_blank" rel="noopener noreferrer nofollow"><span>See how it works</span></a></b> (3.8K likes). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Cursor Webinar:</b> Cursor's engineering team is pulling back the curtain on the internal framework they use to turn flaky agents into reliable ones. The <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.pljPPsurrJ8ITcFAp15gIVBlcYkom_l02SVnWrsxQw0bBpDHBmDGq9QufpGUs4uWhj1je34M-ikpNLXs8oqDUT9bjfJ8iTrLI6nIX9XfCmJol1l_RreSkWVDRz6-Fa4W_UyVKR7IJdiii0_rUP9R95FQnJHzQtqzUz7iN69Ysu4yoYXjvmIGLA-VVT_6FcSilPg-OtaciCkjQZfX4Cpbj89RLFGrf7245aW91QP1G0ZbdMqGgpFdkaD3v1Dm7GM84nck7Lh113JczUGF-FfH2A1moFqP2wA3I5TCIQDVL0IKsPtGfAngnrl8Y08YaLe2e5zPiP5NZlPU63_zOQGhvg/4t4/IiHVv05URUCc3fjcZ2juJg/h22/h001._6NQCrhIp0YxcZjh0_X5r0dPLhCAxXNqjKnXRLXyCHM" target="_blank" rel="noopener noreferrer nofollow"><span>session kicks off</span></a> today at 12 PM EDT. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Hottest Role:</b> "Forward deployed engineer" is suddenly AI's hottest new role. This AI CEO explains how to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcG7ymhCxM85iOlkQYJaVoN10OyGQWfnWwB1l_JMSwNFxMbo_P0KBpyDyngc9cnRGEWfBRvANL8ReegUUojDKpzKunfQ29CjOiFw84JFbQAzmOjNrGarCesuvfGJCklW0KpAC8zQ9zH4HdmmGx5uyOCwrZt9xCMGHRsy0bG26f2TGiujiZZW-8NrGrwlwiodHArjBRzh-_BW8ha5aV5T8cyqPVpX1JJV1UHpGxR516E2d3545m-UFVX3a0QRtcZ98l0/4t4/IiHVv05URUCc3fjcZ2juJg/h23/h001.Ddsz47SY-S3KYmoElNOrtjeYaSUQsZ7A7kFDICPnwkw" target="_blank" rel="noopener noreferrer nofollow"><span>actually work as one</span></a>, and when to walk away (1.5K interactions). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>100 Use Cases:</b> Grok Bot just hit beta, and a Cursor engineer already catalogued <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcEU0baTD8qWhHudADu4OLXV0GSem5PeaEheXn45K1OdLHtcZU_q_AcMtwZhXGGtT0ePom_ZqSPXnmyj0UDumWPasaG-bkf4Nz2k_wEwx_2OjWBmeDnJluEZV80rxZQ71f2OOZxLx0TYjm0HTkAFGABS1797joUFmvcitEf1ouid9s5iZXGEFf8nDC7fuJSNS7sPteOEc2oJygX75pf-73ftO_6iLGCBsQZZ41IZ2BaBfc6hCniXF0zLoux7P8ynr6c/4t4/IiHVv05URUCc3fjcZ2juJg/h24/h001.YaEXFRrkhHgEMDKsJd1h6506PM42k-Eyekdw8u_mvTo" target="_blank" rel="noopener noreferrer nofollow"><span>100 real use cases</span></a>, from routine dev work to things you wouldn't expect an AI to handle. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Token Saver:</b> Claude Code burns tokens, argues, and slows down by default. This thread shares a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcG8XjVc2WpYmSb_3J7zZWlTwKrtRhPZjLtYB5sZAG7CaoV6DRi-gM8keNMk2RH11JgtR1u9WIqcJBg2pl7a3XtDTPPittAoynjMcAnMPnRouRc-nWgzrfB7lxt0i21d2VBYtyo6Uxxy7GgrotCg2axaTzXKMSdRtVdoFWzrkw_vyA-5AhV4TcdrI7UbnBpdQM0_URkm0cotNLpC9oCaptjJrxvHkRrQ3tKzG8WtHBJnY4eHUCbGilVtMAYy2BF7Wvg/4t4/IiHVv05URUCc3fjcZ2juJg/h25/h001.XAsLdonEhFUAQf3aMYYIFmE6bMYoD6ZRJLWoVQMvpV8" target="_blank" rel="noopener noreferrer nofollow"><span>prompt</span></a> that makes it faster and leaner (1.7K bookmarks). </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,width=1920,height=3840/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:#3593ff;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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwvsbFAtooAzI74OZ6ZC404a2T_AwGFPl7vgrcNlHI1MnvSTjkEkAMZcnJqDaAcswcN8k5pZCIT5N7ioMDsqi_kRqrcvrryuaFRgeiRdkTX4KtHvnWLS73eWCOYvE8FBDKwmyAOXzPYd1AH0e4_ma45JEmBI4d-n_uwwTNxh51kPlG6AsRJ2PWSWiT0TBbkfNde8zZNrbg2-oW3tqll9r1P_iQChhFvicWdsQ-n7LMqTO7dLj4hwkvZTRWYCAl0FQ8/4t4/IiHVv05URUCc3fjcZ2juJg/h26/h001.EBeADOpY0SZGvbGLTnaUCghjdUV4QydI9uh1PN3hsA8" 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,width=1920,height=3840/uploads/asset/file/528ca019-962d-4073-880c-24b4a3b16fc5/Thumbnail.jpg?t=1786525483" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwvsbFAtooAzI74OZ6ZC404a2T_AwGFPl7vgrcNlHI1MnvSTjkEkAMZcnJqDaAcswcN8k5pZCIT5N7ioMDsqi_kRqrcvrryuaFRgeiRdkTX4KtHvnWLS73eWCOYvE8FBDKwmyAOXzPYd1AH0e4_ma45JEmBI4d-n_uwwTNxh51kPh3kFRHQ_G6kTHTzV-oK66CODAnD8fnhGUhXUy8k1lJL-g7p8Fd9_MRxreMsyKWwLk8f5TgaHJwFe_f7PwJzxkA/4t4/IiHVv05URUCc3fjcZ2juJg/h27/h001.UcBBSIBMM2NBlxW5LbWmEGpsaKLE4Be1YwtD0cfpwdI" target="_blank" rel="noopener noreferrer nofollow"><span><b>7 Codex skills to use daily (by an engineering leader at Oracle):</b></span></a> You'll learn how to streamline your workflow using seven essential Codex skills. This tutorial covers managing skills across AI coding agents, creating clear technical specs, and breaking work into GitHub issues. You'll also learn to generate visual docs, clarify vague prompts, automate pull request reviews, and draft architecture design docs. </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 Tool</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/u001.9gcMOkjOtNYGV3uudiXU2By2HX6QxZkteNbDgc9aE5Yc6DEEdaFDTtHjZf9vV9ukeBdHZ7USdOM1LPt3UxHYrcLaSka9KGZfIExOdNdkBvUMfYK-8d9H-vHC2F-nHikrCzNlZFaispY68935EVsK9xqGv1V1eIAW9vevUQRRaetU7yBhOemJ0jDug-ZUJUNt5gW62W6QX0brlYssjzFBGaxOjpPo-0tBy43XkbnBcfqOPP5KhuX3soKoiYUrvMHTP8B_AvNZeIbywcFrHOpFcA/4t4/IiHVv05URUCc3fjcZ2juJg/h28/h001.HLgwsBCwm8HmyHMLNwPINRY2XyrRMK13iY29TqZ32mw" target="_blank" rel="noopener noreferrer nofollow"><span>OpenRouter for agent tools:</span></a> This tool simplifies how AI agents access data. Instead of managing multiple accounts, you can use a single URL and token to access over 2,600 different services. </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 Cookbook</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-B2EJVEDjlCOPcO8ayHZMbDJ4ocjDnzpwHOLrlZWATC0qVztg-EinJ4AbM5KuyaZvMDKYCFeELlPOlQGW277TkwXKQ_MJJHLXvFfFg44QDaFMznGEl7r8RDPiIVjdlYv57uMJC_KMpu0NYFqMvOaxdjtC1frpI9alK0n6ce1fp350KQbjF3B1HlNiMzHn1v6w_r8VK7zqcJNSNHhD_GXpQQckTn1tKeUbaXi1cltQWPOlOXVVo8XAvwy4Yp2TSwr26zYR7g3zNc76Hed8hQuzqYgwIkYE2s87ph_yKBEGlGdLAOHXDP_WRZ8H0ntnsndfmIlITmoUMNxafjWUaq4d-NeDuo/4t4/IiHVv05URUCc3fjcZ2juJg/h29/h001.gineuZAsNOcrfIDXumyD-6e_uSgZLZP2pdh0H0fuLg8" target="_blank" rel="noopener noreferrer nofollow"><span><b>The 14-step roadmap from prompter to loop designer:</b></span></a> Developers often burn time manually prompting coding agents, which kills productivity on repetitive tasks that a machine could easily check. This guide walks you through how to automate that workflow by building structured agentic loops with built-in verification and persistent state files. </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,width=1920,height=3840/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:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></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" 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 make your coding agent sharp again</b></h2></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%;"> Codex, Claude Code, and Cursor tend to degrade over time, and the problem usually isn't the model itself. It's often due to old skills, MCPs, and instruction files piling up in the workspace and creating silent conflicts. </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%;"> This AI developer just shared a prompt that lets the agent audit its own configuration for you. </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;"><b>Step 1:</b> Paste this into any coding agent: </p></li></ul></div></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>Audit every persistent configuration in this workspace that shapes how you work: project instructions, skills, MCPs, and memory.
Find anything redundant, outdated, conflicting, or irrelevant to this project. Give me a KEEP / REMOVE list with one sentence per item. Do not edit any files. Wait for my approval.</code></pre></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;"><b>Step 2:</b> Approve the REMOVE items and let it clean up. Click here to see the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHkE_10_Pd7WieekxMsY9tOQIcoYuSQVbtduu8FyuFKbxD4mR_PygR0SRAy3F0aTbQD-fH1ryRNXmwmcmNEFRvmKS-MCz-8_nDjAh69OJ0NdwhgW8JP2sySea-5u7WJqpkHt5xWADktdNJK7JG2voP19nv7D7vL2BiBCu4ijjTYnQH4dw_xwpoHKG6-962qOGzfDmUh6iG4XQmH1Y1U4aAL_4SICWmUSQlSmgS6lkOpZW9W7a7cI_OfKYqkIQnyBrs/4t4/IiHVv05URUCc3fjcZ2juJg/h30/h001.E3R-wOfciKtvAQv1JKOtFC1-JcmDgbPrpQCOYNL7fzY" target="_blank" rel="noopener noreferrer nofollow"><span><b>full prompt</b></span></a> in the original post. </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%;"> P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7smScni7E9ePvR5sqx4-vEhrh5sne6QCT0Gd4jR5noE-KnDcX2VEX6-H6mXwrLdqL6Pg7PR7i8k299H-_Dbk8evJGgOTFpO078C8TtC_32RH_TpXpEKYhDp38F_idks9VMnlYo2rrc2qA-WsmtiihLI4N1cgDY7Qalylmddb_fzawG7fPaZ1LBGT7M3TT8i2C2Tg8aQuHpqyuCFLHZcnxSh5qXC5719iFfBL5ua05XqCD6yxQtctlGleb1aejafliA/4t4/IiHVv05URUCc3fjcZ2juJg/h31/h001.yVAwC9knPkdiHmK5xpdbsLFYLFHM7q3nmbKSzqeqIs4" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </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,width=1920,height=3840/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:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN CASE YOU MISSED IT</b></span></h5></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%;"><span style="background-color:#ffffff;"><span style="font-family:inherit;font-size:18px;font-weight:600;"><b>Our most-clicked story from yesterday</b></span></span></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%;"> Check out these <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0kPwsUoQnCY0rCk8KVO4M-Ep_FKnz_lh00F7V1zVVClE2BjQCmvCeyfrle0F6l8Mh7kMXF5dxkF6itgENFhJo1ZAmtEgNuK4-dK-zLUOu6AkR1WKtGZ5ARME1RamAd38X9EQtSPU516VxKyncydDSmeAMaqfUQQGF_-SkAlSKsR3boPqM5DO2jz9JlRPXZxDGe-KDEdF2qPAg44xMFNlTrTHfGXuN3kIRzBNwOsnKBHUx6oZmReQKe68lufXHn7phUdrXQXu8hoIGVlK-xXTVOI/4t4/IiHVv05URUCc3fjcZ2juJg/h32/h001.S2RYpTm5xoA5uy92v4B7aoOBiqxx0Lo8OVToCyQNxsw" target="_blank" rel="noopener noreferrer nofollow"><span>4 terminal tools</span></a> a senior engineer relies on daily and see if they can help streamline your own workflow. </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 300K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585owMzx2EeI3dszJEDUwWbnpc-nI1aL6ohQ1wfo6NH_Q2SJZTBw4RQHqH_PMgLcMtV4nCT8VToZJyC9lmhxM4Ld0IcGbhVVGVtbO0KkvFr-kSz7ZwQJ0A1FdW3zf6eeOwC7XGhc6s_NyFCHZ3W4ssqVA/4t4/IiHVv05URUCc3fjcZ2juJg/h33/h001.APPB671a9kzS_VGysR7aI-pQsKfpmLff0z6m3bP07zM" 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; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GG2Y1pXYm0CLPSoDaRfKql9xqgVwp_a5CDqOMe7VdmYuOfT2OqEaWrAHEdhafnGxd_iRfb4puM3vMtWkC7ZWdS0CINqCGs-YVs1NEnbTcuDqOGYOrNl4dIIuNyew1aoxj-JlxOMWYjn4uvpIqDyPU0xiz1f2PLQ46F08uKFLN4Z276Av6KBFUm-MZwdspa3H6I5U7zNz-e_yNtAnXYflm7v_jUULjg7-6KO9DvNlkGq5iBIKilCGnhb3dL2bWOSDlBXlNHEfdNvFwSRjmQqCDccfNxpxIeIuvKp3JXunCBBGno0GsBr8x_TZxX2kz4BXpoUovhzcsGEkpmmxnXRBcE2S39c0GYqIt-qc6mMg7cl3aTLosrregcKJp6CFY69bAzrbyqjH9ZriQtK16vveZaF9Zm8dd-wMQfy1RQ5d_1F0ILM5vMN0wgIM9HY1SPlZ80Hm6Q7X9MZyQZSJ6LeKLT8Ff3udcGAHUGQqt3CmtCL-wC5VocCLBSG9bevhyKN2wocWIyJnwK5JgxaLCi9al2f6x6g_iJqkPwZEpxZXdtO1gSZLyXj3YPhWNhicXoaE8_WM4ZzyTZHy_KJEqeJHCshJxFcLi45yP7GcJzJvqlNw2_obsAlMNHXLZehupkZjtsCJI99pNHd_TSzE-oyMIOnNBntHOT_k2iciFvvAhUSXsuECpJS2u4h6wWrDQKYpcRPHWtUDgxSo2cx3OKUkfBa7_FJjJ4Ji4Qq1dcmC90Cm86prMAAWPl-XazEdqSFFdQu5ZCeSEJpAPB7fZ_3YHuDdKo_sbot02OVK98slBfTdDE_J8mU25aHtdSmmfOB4qnMFtR5AeUzWIicnAF5p7GVb4fw3HnpQMjsBuLTTWemMKt_0jV6Rt3V6XmxGrfvjDs/4t4/IiHVv05URUCc3fjcZ2juJg/h34/h001.AANUMwyD-8r0LnIUvjuDUjScUOYyjA7eExO03u9pYDg"><p style="font-size:14px;color:inherit;"> Loved it 🧠🧠🧠</p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; 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_h9ck9FHbNLruw0Dv_tJQlhGOkr2vTeI5TpmH6OKu6hIXqvPHfEpnqZxEfQEYjM-x7JF4Kwe_fmzURnTORcoI3IfKSepu1gnEeHYnmjLaYDIeN0k373vF9zr_9az9rWLOSHx4zU8g2x-Muf6SnRbAdzWo9HNMzikVYqlVkBH9fnIJcGLRFEciCJRGXj-b07f1FiRGl83fEjV3TDeVRSCdTPg2ghBZ7kK46y75Zm-AKd_VZgapOZM6lePa_Hr2z4Z3zzqc-s3-52RiV6ZZA55TRBVHmuqWUuAJinja3emuV4cj5Uq5BK2yIh7QXenr-GRcvdARgO-YL5FLSbx2RS0D5kpgr2iGOx2BF0sQReJgOu0UFsqXvHjHV6L5tO-AaZtxEcngrkahidjOTavICbc2TbFBj6lbBWoeXg1OIecGfDDE6-CCYSIWEtDeSuj1iwDfb27NHYljgAHUvp8DSV63punjuKNGl6PnKm0UZscdwyMK4wjX8vKRcwXcGT9WyrPeHhByhNPj2GyV_v8RI3aIPMH0EPleeOM6qgH94jGLText1oW_yx66EObXgMoBL5rr8m2nQ0D-iDWQQylW-WR7hZtBdtL6Iy-xnLaegN3J7p4GDgiv-LEf2aUd_PkIxVS63f0Enhy12LawNAwj3FBUBRL9O-GuW8tYSp--Je9_c2LW1ZjtXZ3JJnbUgYIVUPdakoNcohy1LcG-lZP_HaJSIgIEMuM5TiI7daJ_xT50ejeE1AkVKOPq1psl08Ys3RBsQkpYVPJ2DYt0DGgzP7pERwFBooHcqD9h6DuJpKrbfLoOdzAPrgqorXVpYg20TqGjyaQYmIi_bvCRchBNY9J8OIunfQOHBIag3ekfLoW5Mm5jAi2fYCwQ98Pkc71TNqjc5mw7xEcum4/4t4/IiHVv05URUCc3fjcZ2juJg/h35/h001.HHNRlmVoq9V_BY0cqZGkedcMCOiJd_537eTdz75SAHs"><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; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrANqaaF2ft4LZNSaoIDXjUpqdWD4X47Cztewvx9_eSAMyt-U_s6AftXBC3OfCry1RhB58BBDufBGPll_xy-ph4vM0D1QIreJDh_MPf4p70gATZgbODC8ZYfBHG3CyHTwJ4MutoIropbCTUDENNVi1cn33smcvOiFZEAkumF052Kz4vJrTZu88MJsTf1dkp5XiGfPrk8m37voIGHJMSEeoUYLlT8i0oCYBYnz-V-VhAeeC2me-or5yAxm2fSzUSBIXqC6x5v8Uj3fej2fcvkaw4tnBvVOtLbDpDX4by4S7LCbmhubsnQAHvvgUq8O2zPuJpgG-U8_PvPkPr4pQcqc8LQ0q91wmQ7o4rVK_7Qwb0zP38MwE9g8IQUEzwGlmMzHmKuSNbEKCJmSB1eG69riYV5XgNGN5CDLB9uqDQST9ZytN-v53ksYj5scFEMLbvcwoSBr736n0TaVVZ3QFPIVMIpuscd_SodLTN7ghC7gDaPFPSLhokH5-q4GjcbqBzepnYYaYQC2BmJq9Dd8hDY-4SokZ2lm4XH1mA3tb92YJ_gmuyUpCc3pYqzEfXGndt_Yg4PN6BrYAcYkhvxB0J9f0Idz2HMwquf25shr-5530SU78SgOvek1lADMsrUJ4ayiAHcPEyAHKi_3bCJP-m6DLi3F1mSo1mTgXpHJBkRUNktvoRFpMqYJTCLr5-fVbwCJbHM57-QrVnHuNk_4gITxW4w0AnbmGEq8Li4zdM8QsYhxbn0uq94vH63BkaqnjeVmJuYxE4b8aFKOjBsZtod56Bso7KlRT4xQcHIT8k9gD6JHs200bhumW5HFWAVnNwbzBN_naGxMyo7x3DnoEGHQb85EYUai49YTTigtlWsS2zNKqrG8jlYa0X6YpYT3tvQlwymabOfLQIAaaxazyz7NjA00lb0LPVHRUKMtbOBnYZHK7TlU9qwwx9ZTDaBKF8dPo6c/4t4/IiHVv05URUCc3fjcZ2juJg/h36/h001.nE2tvr8DZyhJWPgbCdehEqphxNx4WmreNgFlUQGgZko"><p style="font-size:14px;color:inherit;"> It sucked 🧠</p></a></td></tr></table></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%;"> You can also reply directly to this email if you have suggestions, feedback, or questions. </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%;"> Until next time — The Code team </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></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9szpjhO_X7CGaQ-dHuFN4dv2nDJM7VwywhH_aNIWJ7DpCUiK5m3JnN9be-e_wBbmchHe5y58AGenpvwTn14-nulzMCLRLQOihnsI2hcxp5332PDh52nFZeidnJ14b4ta3eQxzSD_ebD0CFHePTZoKOl69kd-Fdfmj_X318dbdN242LzYa3joCUkcTL3ouiKDMdJu4TwEV6c4ETnvTbHSghgM5sETPQ2XMk5c1lAVCf8lJxfZfOAQS3e9iy2iQJ95wTdLdwMg0k-qoiP4ysTciOxmy0gJ4kbFs5QFNoCTN6QZHtkjplyY51nxjcVjiamH9EkyDECaFt1lwQVN9VJmb9J6jACC3hLjTNrDZlvMhr4rZA5ZSVInWIqL_-AgAmxwkEPPA9wniutdqihe7XcnELkpq60e5LcIprubNP_ycAEXlwlg1qV7O2IklK11ghx1JYmlzyeUJZybEJ9Hc4tvy9qOtCyJhqMelYW8uPKLUeEZDhHT0V9SsJoIIGr0cTxChr8OwJMxhk1TJG-abI_IlBAd4VgDIryEn37yc1OPkSVdU-i8WFoqBBYKw0ssS9AKIKuwy9QjRhTRgcKQiDT0RoTZjc42QJRP1fHKhADdrR4o05SKAakNpJqRIdpQoIRetBPSa1Xisj8x6cFYUyZQaGrwjy4HVtlttupB_2wr4iO8H31mTe1povr2qp0XacCbqeDQF9SOy3cpL1tbpZe7bPm-djIrGb-LCekbrdjF96VbfQ-uoej8jn5R8fuHyl9cE-NvWLK5SIP2NMniz1b_zVw35gvkS8br5gbn7hT6z9paftjNeX4bhLEZo4NakYG0wwGGqBPkDiUl9i2VggfOnLyc8_7b5LdgzWbT0kbWBUyBpBLZw88FkQo_jXD9WRrBVOD4afMOoqvOv4i1o-YQgdzW1IEWV0c7yHX690fZAODJupY1DFyCIOg2S7M7_9TcYAB_iKUOaggZ-effTbhblaogwuxOnG0utUsHAwWYAYlOCO-fHbaChgJ9Kp_NKPlc3I/4t4/IiHVv05URUCc3fjcZ2juJg/h37/h001.Bt50ZXM8prMKOBKdGBCXZFvJb1StbEwSyVqSrVEgE3k" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2026 The Code </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;line-height:1px;font-size:1px;mso-line-height-rule:exactly;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4t4/IiHVv05URUCc3fjcZ2juJg/h38/h001.bAX6C81ECn4RN8Nm_o1aCuQfr7Hgr6vZk1L0De8m1Ug' style="color: #030712 !important; 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**Welcome back.** Frontier labs like OpenAI and Anthropic have been accidentally leaving the door wide open for model distillation. German researchers just uncovered security flaws in the OpenAI and Claude APIs that allow their internal reasoning to be cloned into smaller models. ML researcher [argues](https://archive.codenewsletter.ai/2087212343067541605) that this is quietly being exploited by Chinese labs to bridge the gap.
**Also:** How Cursor turned agents into better engineers, how to fix your colleagues who don’t read PRs, and a refined prompt to manage your Claude Code token usage.
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### **Today’s Brief**
* How Claude watermarks affect developers
* 100 real use cases for Grok Bot (by Cursor engineer)
* 7 essential Codex skills (by Oracle engineer)
* The 14 step roadmap from prompter to loop designer (cookbook)
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://www.youtube.com/watch?v=F1_0Lkp16Rc)
Caption: Click here to watch SpaceXAI’s Grok Bot in action.
--------------------
**SpaceXAI ships AI coworkers that never log off: **Elon Musk's lab just dropped [Grok Bot](https://x.ai/news/introducing-grok-bot) in early beta. It's a team of AI coworkers that can sign into your tools, operate them directly, and deliver finished work. These always-on agents can log into apps like Gmail and Salesforce to handle multi-step workflows for you. They also coordinate behind the scenes, handing off tasks to one another just like a human team. [Try it here.](https://x.ai/bot)
**New flaw in OpenAI and Anthropic APIs explains how they could be distilled:** Security researchers [found](https://archive.codenewsletter.ai/2087147042888114428) a vulnerability across OpenAI, Anthropic, and Google APIs. Models from these labs hide their reasoning in encrypted blocks, but new research shows that attackers can pass these blocks to a weaker model and have it print the reasoning in plain text. This allows competitors to steal proprietary reasoning to train cheaper clones and enables model distillation. These same blocks could also leak API keys and passwords, carry hidden malicious instructions, or even expose unsafe thoughts that the model had buried.
**Nvidia unveils an open model on a budget:** The chip maker just dropped [Nemotron 3.5 Lightning](https://archive.codenewsletter.ai/2087162151995629926), a 30B open model that only uses 3B parameters at a time. It’s designed to handle the routine steps in long agentic workflows and is efficient enough to run on a single GPU. Along with the model, Nvidia also released NeMo Switchyard, an open-source router that automatically sends tasks to the most suitable model. The company claims Lightning can deliver speeds up to 4x faster than similar models. More details on the [weights here.](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4)
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##### **PRESENTED BY DATADOG**
## [Your AI bill keeps growing. Do you know why?](https://r2trck.com/the-code-datadog-13?utm_medium=newsletter&utm_source=the-code-r&utm_campaign=dg-content-ebook-eBook-2026AIROIGuide-ai-aiob-ww-en-701VY00000mH62AYAS&utm_content=paid&utm_term=1-1-2026)
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--------------------
Tracking AI spend is fairly easy, but understanding _why_ it costs what it does (and what the actual ROI is), is a challenge for most teams.
If you want to cut costs and gain value, [read Datadog’s latest AI ROI guide](https://r2trck.com/the-code-datadog-13?utm_medium=newsletter&utm_source=the-code-r&utm_campaign=dg-content-ebook-eBook-2026AIROIGuide-ai-aiob-ww-en-701VY00000mH62AYAS&utm_content=paid&utm_term=1-1-2026). Inside you’ll learn:
* **AI cost breakdowns by token, model, provider, and team** across OpenAI, Anthropic, and beyond
* The correlation between cost increases and architectural changes for instant root-cause analysis
* How Kevel cut AWS costs by up to $100,000 per month with real-time visibility tools
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##### **INSIGHT**
## **Claude not only watermarks text but also code. Here's how this affects developers:**
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**The mark is shipping.** Anthropic confirmed this week that Claude models have started to weave a watermark into generated text, including code. It applies across Claude Code, the API, and deployments through AWS, Google Cloud, and Microsoft Foundry worldwide. The move quickly drew pushback from devs online. Senior software engineer Nick Dobos [summed up](https://archive.codenewsletter.ai/2086957709258346819) the concern perfectly: he doesn't want invisible information in his codebase that he cannot control.Â
**The AI lab holds the power.** Anthropic has gone public with the policy, but they haven't released the inspection tools yet. This imbalance is exactly what's putting developers on edge. Their main concerns are:Â
* The watermarking method is unpublished, so nobody outside Anthropic knows exactly what changes in the output.
* There is no local detector, so teams cannot scan their own repositories for the mark.
* Teams cannot test the effect of the mark on refactoring or token selection.
* Anthropic says quality and readability are unaffected, but has shared no code-specific evidence.
**The EU did not ask for this.** While Anthropic frames the move as part of its EU AI Act compliance, it’s worth noting that the European Commission's [guidelines](https://artificialintelligenceact.eu/transparency-rules-article-50/) exempt source code from the marking requirement. The AI lab’s policy marks all generated text, with no exception for code. This means production code can now carry underlying data that its own developers can't even inspect.Â
**Where to dig in.** This [walkthrough](https://www.youtube.com/watch?v=H3PB7VD5yE8) breaks down how Claude's text watermarks actually work, while Anthropic's official [policy page](https://support.claude.com/en/articles/16266773-how-claude-marks-ai-generated-content) outlines what’s covered now and what ships later.Â
P.S. Devs have already turned to the [Watermarks-Remover GitHub repo](https://github.com/guillaumemeyer/watermarks-remover) to remove Claude’s watermarks from their content.
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##### **PRESENTED BY CODERABBIT**
## [Understand the real change behind your code](https://coderabbit.link/ad-the-code-001)
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ca158566-2ce6-4909-8e5c-ced902840948/image1.png?t=1786486414)
Follow image link: (https://coderabbit.link/ad-the-code-001)
Caption:
--------------------
AI writes more code than ever. Reviewing it shouldn’t mean going through files in alphabetical order.Â
CodeRabbit Change Stack turns any PR into a layered walkthrough - **overview page**, **timeline view**, **semantic diff** and **agentic chat** - so you understand the real change behind your code.Â
**Free in early access****. ****Review your next PR with **[**CodeRabbit Change Stack**](https://coderabbit.link/ad-the-code-001)** Today**
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/fa3d158c-644b-4c58-9ab0-8606e7f32ffc/CleanShot_2026-08-12_at_15.13.59_2x.jpg?t=1786527868)
Caption: Meme of the day.
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* **Read PRs:** Some of your colleagues quietly ship AI code without reading. This developer's idea might just fix that overnight. **[See how it works](https://archive.codenewsletter.ai/2086928108137988356)** (3.8K likes).
* **Cursor Webinar:** Cursor's engineering team is pulling back the curtain on the internal framework they use to turn flaky agents into reliable ones. The [session kicks off](https://maven.com/p/e23d9c/how-cursor-turned-ai-agents-into-better-engineers) today at 12 PM EDT.
* **Hottest Role:** "Forward deployed engineer" is suddenly AI's hottest new role. This AI CEO explains how to [actually work as one](https://archive.codenewsletter.ai/2087198484093149421), and when to walk away (1.5K interactions).
* **100 Use Cases:** Grok Bot just hit beta, and a Cursor engineer already catalogued [100 real use cases](https://archive.codenewsletter.ai/2087258914060664902), from routine dev work to things you wouldn't expect an AI to handle.
* **Token Saver:** Claude Code burns tokens, argues, and slows down by default. This thread shares a [prompt](https://archive.codenewsletter.ai/2087176716901023834) that makes it faster and leaner (1.7K bookmarks).
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##### **TOP & TRENDING RESOURCES**
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Follow image link: (https://www.youtube.com/watch?v=L_X2TEqRmR0)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**7 Codex skills to use daily (by an engineering leader at Oracle):**](https://www.youtube.com/watch?v=L_X2TEqRmR0) You'll learn how to streamline your workflow using seven essential Codex skills. This tutorial covers managing skills across AI coding agents, creating clear technical specs, and breaking work into GitHub issues. You'll also learn to generate visual docs, clarify vague prompts, automate pull request reviews, and draft architecture design docs.
———————————————————————————
### **Top Tool**
[OpenRouter for agent tools:](https://treg.superdesign.dev/) This tool simplifies how AI agents access data. Instead of managing multiple accounts, you can use a single URL and token to access over 2,600 different services.
———————————————————————————
### **Trending Cookbook**
[**The 14-step roadmap from prompter to loop designer:**](https://agent-cookbook.com/tutorial/loop-engineering-the-14-step-roadmap-from-prompter-to-loop-designer) Developers often burn time manually prompting coding agents, which kills productivity on repetitive tasks that a machine could easily check. This guide walks you through how to automate that workflow by building structured agentic loops with built-in verification and persistent state files.
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##### **AI CODING HACK**
--------------------
## **How to make your coding agent sharp again**
Codex, Claude Code, and Cursor tend to degrade over time, and the problem usually isn't the model itself. It's often due to old skills, MCPs, and instruction files piling up in the workspace and creating silent conflicts.
This AI developer just shared a prompt that lets the agent audit its own configuration for you.Â
* **Step 1:** Paste this into any coding agent:
```
Audit every persistent configuration in this workspace that shapes how you work: project instructions, skills, MCPs, and memory.
Find anything redundant, outdated, conflicting, or irrelevant to this project. Give me a KEEP / REMOVE list with one sentence per item. Do not edit any files. Wait for my approval.
```
* **Step 2:** Approve the REMOVE items and let it clean up. Click here to see the [**full prompt**](https://archive.codenewsletter.ai/2086150296842219888) in the original post.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
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##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
Check out these [4 terminal tools](https://spin.atomicobject.com/4-terminal-tools/) a senior engineer relies on daily and see if they can help streamline your own workflow.Â
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ 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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