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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Thu, 03 Sep 2026 13:17:49 GMT
Subject: 👀 Devs are moving onto this coding harness
To: [email protected]
Date: Thu, 03 Sep 2026 13:17:49 GMT
Subject: 👀 Devs are moving onto this coding harness
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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: Find the best agent harness  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> September 03, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tpc8rbQ1O1m3VydAORKbwoCeBAqd-42vIghK7uYr_i1wguDSJdGW6OcLEcJIi6GJ2d4ZhbJwZ5tyfN9zf0IOg2NHHEHjvKdcbXmBqMduM3dk6iVKPhdgUhgE9siCtJRjiNMmJ7VTc4a0gkT5UTzOXho2Fb8ZFJrjSye4ag0z7QldtBg9NM9txGLl30hZFKZ5AFV_D3mW8bPGxmtS94VgSkOVLnRIbb7W474uu-C4bhJjv1lNlMZ9Kb-WqGip7hO-eusR-uc-T3Hl31vQi6xy7KzIhqcBhvElMssI81SIRPOrqn2YgN5phGjt40hgrffKiiKPyMwqp3vlszOqTeGFiggHa9RCvSD-V3BZneAlHtgsD2VFr5Ua36v8TFJcEObUFk-f_RYEAZqn2UgHqkgjOKXFQ6gTxT4DnlwIEUdjnIMe3HnEXhRTs1Jg2r4GSaegyYeQ7pPNO9btdThk13Gj_hBx3VEa2oqBQPrEjRS1rLF58jncjYH2MgW_0LHaBHDLq8_pjBlJXC1-pe-4rvU8kAQrFMc0Y0tBDQ6Suus6jfjEgfTBbVzYsB8VJUhRelPkrJa2GwS2nsRxJZ_wxcqOmZKmn55a1Oi13tXpEn1cCUASvbRdzHmLQLdP87qxCV1rFBMFBNfKZX9VYP2Jpi4ZDLB3ohJVT4f4r9W_RjwMrVg9cxE1pA0aZRdGhBU8_G9VQvE07Ut1Zp_2iexTzkybbf6wvJF4Rvtz3nlNCj2RFKtg/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h0/h001.nLGj1LHRJN8XQG8Cy-VGw7srsTICgqHroBN1CQc6dQQ">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/4tq/RvG6tzg2SrSE4_xuj4QF8Q/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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.wnAt04iMKBc-3Ax9jpUtUo-aerUiYNVUCOls-yqcYwzxyEvB-bk3yjhtgJjrgDqGxSMLPq8EwgRPPb-7-GmSfNlDY3pPkGCoGczWL2k3UJBPszLLuLsxxiLwPQm0Q4Kw8HX3JmIgytHhWIBe52fovksAVR2LQHHJFN6LRfRYIEDsptM6Amc3r7hqt4a7c1iyodsPwjsvrkjnRoeUOYgzTS0kfRKRRTDzMTZnVQgrejMHdtcTnCccD92bXztoYO0R/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h1/h001.nYLdrVnFCUMKooWmRmSLemlOHgjQ4_h_ZdD_4fRY32Y" 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/483477ef-2ee5-45ef-bac6-d37ebcb36f58/Group_Trigger.jpg?t=1788440005" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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> Google is on a “flash streak”. Just weeks after the launch of its fastest model, the search giant has now released two new updates. Meanwhile, an AI startup revealed how Claude Code and Codex costs 30x more for the same coding tasks than other alternatives. Read details below. </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 Claude Code fixed a broken TV, how Uber used an employee’s anonymous feedback against them for firing, and a prompt to delete over-engineered code. </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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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;">Why should you build your own coding agent</span></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 use your tokens efficiently with Fable </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Find the best agent harness for coding (tutorial) </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Google’s 5 things to know about agent sandboxes (cookbook) </p></li></ul></div></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcE1iLYxXqLak1TlbiulHWpin1jonu8pM_jeRW9J3Et3IiTmHWcXRC1Iw-tPxVrFOKEgnMKFRKLfvxlBNw2MrRm0R8_VG3I1IyIPI13H4QJ_j8Ngq5Udpuxc-8WShfuK0Kjg5E00XP0j3RRGEGGGm5Z-l4p9CWXw6rX8GT21fd62dpPSxFNRVTLUjtTwUH1dNYtislkOyKeRZwAP0aBcpXaXS-t53xzUUXBBdTYz1BH7c4w1h4ECGafmyo1CnOY-ygU/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h2/h001.ialadMsd2G1hbFZVBznyHoyyw6h-yN1YIShYO5SVqQQ" 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/5c8b6d36-915f-41ad-a2c7-c6cbcffff616/Thumbnail__10_.jpg?t=1788428163" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch Google’s Gemini 3.8 Flash 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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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>Google unveils two models on the same day:</b> The search giant dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAGQZmb0x9YTiAbUsrUYpyBwwSOxqUY227zPaBTj3Hz5is0Ya6tubsHD_dKGIot3nZl_koDOzEyEQu7FM2Mw6U8OkCrD8dHKX6WhYweMnkUksEg5C6M7ySBtZZNb7CibKODjrNSgdm4-14HEi8nDfSvOoSPHpg0DV8lA6nGIp0Sfma2RxjHUnCX4oMCtpqrjMEXv0gUpvQgqNRuTXSub10mOxzwU1Fxe_aQPRoAjZXAT_gCFI4GscsvCLV9LP-xU5ScYIp_FKhB3G7II7lvCh5ri9sV5KE6_BwhcKpFJitNPACsRDCZ90-ZLmq9P1adqVUG8-eXlOGcAkZG6vkYucaOI/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h3/h001.vwuNMuRqR13a7pyz6_UtgTVv9T4Sik-7nKA-QdDNSlA" target="_blank" rel="noopener noreferrer nofollow"><span>Gemini 3.8 Flash</span></a>, its smartest model yet. It’s built to outwork larger models across coding, agentic workflows, and multi-step reasoning. Whether you prefer speed or savings, it doesn’t matter. You can dial the effort down or stay on 3.7 Flash for efficiency-first work. The initial reports on the pricing suggest just $0.75 per million input tokens. Google also announced Gemini 3.8 Flash Cyber, built to hunt down security bugs. The company says it produces 2.6 times more correct Chrome patches than larger models. Try it <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTpEuzBNHRwpsMal9soRmMyzwdM2fCFjWfUZHvGOR4UXYIbnMRJZFfEjaYVhbFs_RTrWdOR390G35Q1n_Hp15hnesznkhsAwIyVf9DIlxtvwvTaE2t6zH_heYyQqXf7yGyTuvImuR35wIFJ3CJJjXS4-IfqkSsqReb3b_o0NwtVi8cQd3txA4FmYicSO9uIGf6WtzNnbM-spflr32af5aleub5KYjP1nHkTCbbtgWIqyalJCTALs__alsba0Qn-wqQ/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h4/h001.v0cNRk1QSMvNPTbJmHGJCXuP0SDUCimg7Zhwa1RHIKk" target="_blank" rel="noopener noreferrer nofollow"><span>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>Pi coding harness won't break the bank like Codex or Claude Code:</b> AI startup Runta just dropped a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcG-i1r_WOfwF7PC4IZnKDrtk7GT3OS8fjS3bPc1GAGtQgnYqgCjrHNbi_otAl23CDC4pPy5vh8fdppqK3EiJb-mT2oNSWWNUz_0nKEEf9eEnOSXIxswRhRJT4yv1pq7EWrHWD69Ygw0kAyvt-uEF-YaN89qOn7IaoSeFMv1tNlo3E3SFzNaYPRcYL5HJSGihgFZDAtlwefPEdI-J89zyWU_Karzcl4gV_hm1Xia0f2LKS7nXilSy0Jn7w0-FQ3TizE/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h5/h001.9YET7Vu0QT7vj0u2ssjmpSqwMvoFgTO63Ffev6iy75w" target="_blank" rel="noopener noreferrer nofollow"><span>new benchmark</span></a>, testing nine coding harnesses on the same model to see who's actually delivering. While pass rates were pretty close across the board, the cost gap was massive. Some harnesses cost 17.5x more than others. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLk4Tq-gYjNWBYEpWMn-2jnfU9E-Et7tbnZVrLs5dIoh7W5sXLTxeLRsy8uEFZY4ZEw1XK_BoNhUiFNoGUIMThb24_xvlxzHlfU0WobGAH0gaXlgG607rfftelXhsGPw4GL8vA4WYq1WlBIH5rxpoPiWmcJXFcTnke5C45g83k_siWwqHm_Heg5g5BBt8szkmzB9Q01SHSrNxD35C13wyVA4/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h6/h001.DpKNbxYxrIaOJmOMmUtuTRcB47d3tVIEJyiuoCueTCM" target="_blank" rel="noopener noreferrer nofollow"><span>Pi harness </span></a>crushed it by fixing a tough bug for just $2.50, while Claude Code burned through $64.36 for the same task. It turns out your harness choice matters just as much as your model choice if you want to ship without breaking the bank. </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>Meta takes its biggest model leap yet: </b>The social media giant just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpIFsdgeMlX8sSNmNA96nM00SZzg_JiRd7vr9ZOiti9iL8DuUub-g7Sx4UKFGTA5tH1AyvlM3MYc-CfgMJ6DGV-hC_DpVSgujpYhouQtT4j0jklhT3lU08l0wDWRnDMcy4k-EXSJz9_gRVxXqA0kp-LRH2arlenpzcXZRZedAkr25jW0XQuJhBIo4lBSTgcPLzGu2f5K98zgbi3MV7885ZXo4AMD60y6S52t6vLRY-qrmfiaBuE416py0-SMWCHeuGOrEaeZ4x_5cHgtydIpWQmo/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h7/h001.cssTe-VMgi2LDcUEnZGzjC9tXwHOkDQPL2ayOElTZ-Y" target="_blank" rel="noopener noreferrer nofollow"><span>Muse Spark 1.3</span></a> through Muse Code and the Meta Model API. Chief AI Officer <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcE0bn4nIno-Cb2AlyPayo9xGHqU0BBpODx4vQexVIsIC56mG2KQXsR29Na5kHjbHbSQr4Qi4k4WlK8fEGzrXw7FnrkeWUnuIo8JiQIxd8cxPP_EcuINlpDVyfuWEqUS_rF03UibXc9j6ghnBE2cbmDZcFteUxFEJntelqEOMLQ1m2HB0rJEoWm8W0iDlq7TUYDU5DW71i__w2uuK9JH3BBOW-hm2ZNZVKEOCTlqGWqpm5-lJ-3G4E1IKtSZwU0u-Mo/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h8/h001.5rqhXASEWIR_-4j289blxnZUxl9jV0qzFgCtYgGpdiE" target="_blank" rel="noopener noreferrer nofollow"><span>Alexandr Wang</span></a> is calling it their biggest performance jump yet, especially for coding and agentic workflows. It’s 25% more token-efficient and handles complex details way better than older versions. Plus, it’s smart enough to know its limits and double-checks with you before doing anything permanent.<span style="background-color:#ffffff;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"> </span><span style="background-color:#ffffff;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7IZKIEyZBpZpKiv0w6ZbLm4UZu1i4oLJRnygk8KEX0M3kGAyl4W-dP_K_U5buZa7avPZvtMYAEjiAQtKd1xoVJTmkmTRAnMVMLpGodsh0tZSEIfmi4cFwcYW4J4h_o6d1uXtLuDsXaxUTOT9srJbsSjOrUhn22aISW1PPpPFR8hchAJi43Dv2K-alA1sx7mLLR8qtIfQnyKhIAi8YMUIQOWufjhljkMGxfyaqkEknwVS/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h9/h001.-QyWV1mLuv3QSnHamMWpWH0SgFNTQtyIXWOGJTlq2xo" target="_blank" rel="noopener noreferrer nofollow"><span>Start building</span></a></span><span style="background-color:#ffffff;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;">. </span></p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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 TRIGGER. DEV</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.wnAt04iMKBc-3Ax9jpUtUo-aerUiYNVUCOls-yqcYwzxyEvB-bk3yjhtgJjrgDqGxSMLPq8EwgRPPb-7-GmSfNlDY3pPkGCoGczWL2k3UJBPszLLuLsxxiLwPQm0Q4Kw8HX3JmIgytHhWIBe52fovksAVR2LQHHJFN6LRfRYIEAqkdaMq_wOO9DMGR11jWsGoku7xN4iPvFsiXXDIQlYsvI5M5r9eQnDO_1hMyiAm2LeiMMv0P02fltHxGWrWXC5/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h10/h001.-NZDd2IKR5pFJ0sXIyB9H0gYAgrlKdvH548ICDyhXt0" target="_blank" rel="noopener noreferrer nofollow"><span>Build durable, type-safe AI agents in TypeScript.</span></a></h2></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:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.wnAt04iMKBc-3Ax9jpUtUo-aerUiYNVUCOls-yqcYwzxyEvB-bk3yjhtgJjrgDqGxSMLPq8EwgRPPb-7-GmSfNlDY3pPkGCoGczWL2k3UJBPszLLuLsxxiLwPQm0Q4Kw8HX3JmIgytHhWIBe52fovksAVR2LQHHJFN6LRfRYIEAm2L9bbdSSIEok0Zn0O95TXIe_nqDRlXdzVLfS6SqWcmmrdQpLw9DvSyc3IBaQwEt1XSMyLfBKg2lHQ44Del6S/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h11/h001.TAxxCnLjqiNYybuiGt9riJdH3HjYfLPN5gzvfiHigzQ" 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/cc3785eb-cf4c-455e-b170-1d3f9529be6b/image1__23_.jpg?t=1788440288" 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 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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:#ffffff;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><span style="color:inherit;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wnAt04iMKBc-3Ax9jpUtUo-aerUiYNVUCOls-yqcYwzxyEvB-bk3yjhtgJjrgDqGxSMLPq8EwgRPPb-7-GmSfNlDY3pPkGCoGczWL2k3UJBPszLLuLsxxiLwPQm0Q4Kw8HX3JmIgytHhWIBe52fovksAVR2LQHHJFN6LRfRYIEDgPHV93WRzNFoMibdno8KtACoxCsNdabWlmhHWFas-vvCJ9WbdGr_lOejYIGmbD7phRa_K-3TViYa9dgHdY0-t/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h12/h001.NfwL7Uempb55G7MzVyLO-WyZ4-_y6diVAmKanUxdJL8" target="_blank" rel="noopener noreferrer nofollow"><span>Trigger.dev</span></a></span></span><span style="background-color:#ffffff;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"> runs your AI agents as durable tasks inside your codebase, in plain TypeScript with full control of the runtime. No serverless timeouts, so even long agents run to completion, surviving refreshes, redeploys, and crashes along the way.</span><br><br><span style="background-color:#ffffff;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;">Write your logic, test it, and deploy agents that scale on demand.</span><br><br><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wnAt04iMKBc-3Ax9jpUtUo-aerUiYNVUCOls-yqcYwzxyEvB-bk3yjhtgJjrgDqGxSMLPq8EwgRPPb-7-GmSfNlDY3pPkGCoGczWL2k3UJBPszLLuLsxxiLwPQm0Q4Kw8HX3JmIgytHhWIBe52fovksAVR2LQHHJFN6LRfRYIEAFzwLX9OxQiBTwdo38Xc_BMBxZU07wUNCFx3pqGp41yQOonmnaP97m9lc0iv8w7dAfxFZ_mVWRhq1leNUa8CBe/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h13/h001.9QsOq3rqg7I7tddztsYJFjILsQPvWmtP9tTcjr8yiCg" target="_blank" rel="noopener noreferrer nofollow"><span>Start building agents here.</span></a></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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%;"><span style="font-weight:700;"><b>Why Ramp built its own coding agent, and you should too</b></span></h2></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:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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/21e69fdf-14eb-4525-a112-b5233861ff5a/superhumanteam_3_software_engineers_building_a_white_AI_robot_4402a8f0-2545-4a0c-9b02-bfe58565ddcf_3.jpg?t=1788440326" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t bb" style="width:670px; padding: 4px 4px 4px 4px;"><p><span style="background-color:#f9f9f9;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><i>Source: The Code, Superhuman</i></span></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 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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 ceiling nobody talks about.</b> Off-the-shelf coding agents like Claude Code or Codex are great on day one. But they often stall inside real companies because they run locally, which usually limits them to fewer tasks at a time and cuts them off from internal systems. A <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NHDu1izkjMV_-j5sn31aAMSukmAFTzrkRYOP3XlzomogmNZ_1kD38a-OHt8MpVjlFht3XjNjgeVot2huyfUEfFYyf-VHU9_sg_lkk6mH30nZDXxg8oPgp5W4D3PskX7zfRyr04aXlkP-7YDCdZiuyXgaNrUB-YbPqDuv9_6uHDEXeD6dABqHKZEWSMFYYY6PMhyxDwkKifJ5SW7eB8yj40r6cYMYvDPL9duW1IZK4IjyvOHctYGPohxnbkiIwvlAh40nxwNBwmD85GSzLLDa-TE/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h14/h001.Hwag3gf_jP9OlKqCnmWSQBcrdQLGIL0tYZA9KLVpZBM" target="_blank" rel="noopener noreferrer nofollow"><span>deep-dive</span></a> by veteran engineer Gergely Orosz shows how Ramp got past this. </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>Do it yourself.</b> Ramp built Inspect, a background agent that now handles about 75% of its merged pull requests. Each session runs in a remote sandbox set up like a dev machine, with the same internal access as a Ramp engineer. </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 it shows up.</b> That access is what makes Inspect useful across the whole workflow: </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>Small coding jobs: </b>Engineers hand it a bite-sized task, and it often lands the change in one pass. For bigger work, they use it to rough out a first draft, then take over locally. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Bug fixes from Slack:</b> An "@inspect fix this" in a thread tells the agent to read the conversation, work out what broke, and open a pull request. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Answers from live data:</b> Inspect steps through code in a debugger and queries a safe, read-only copy of the production database to explain why the numbers do not line up. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>A base for other agents:</b> Teams have built over 200 custom tools on top of Inspect, from code reviews and incident response to automated QA. </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 takeaway.</b> The agent alone isn't the breakthrough. It uses OpenCode, which anyone can install. The real secret is the sandbox: every Inspect session boots a nearly identical copy of a Ramp dev machine, giving it internal access most tools never get. That's the true value of building your own agent. It bridges the gap from the first idea to finished code. Ramp's full engineering <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ewyx0VA-ZCEh4luIETE-YluVFLzlUAf7CiSLpSrIavJgJN1FkE53ii1pKJhBka0_t3Fk_P7_bQllJ60zC7F-clCFEi2CfMZjOZxU5D1YWh26kl5V2H48aZp6wTfmzvokuCw9StU_3Rh76lKyFrEGSe6B2l73CE8_4Y0fNPz9wPiTQ-oVtrINjd85zI1Dxv53wCqqmF3x2RMpuSdICO71dJRbqmU-9z0Rm8tw-4YHEkTCawgCvzV3K0UIB3_jg35itc3oExUtPDZuAP06wcReQkFT8FeTT1-414q-K5btACMO5IU-56-mHU5HyQUNcOGI/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h15/h001.2pZ6VGIuN7GZWGhcdfoftN65YC6gqPNpOVpdfGcemt4" target="_blank" rel="noopener noreferrer nofollow"><span>write-up</span></a> shows how they pulled it off. </p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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/18aae0a2-d057-4111-ac01-0df8783a80d3/Screenshot_2026-09-03_at_12.35.34_PM.jpg?t=1788424568" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t bb" 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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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>TV Revival:</b> A developer let <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHhpvUyuMvUn-wCLLEIkY5Uy7599pkgmCkRjmDzi24s0_MSW6nc4dmU5fIf1ct08UbaRjVmAdETpwUgSd7B6sCkA6kBBY0xlaqVCvWdBWvJQXzfcPeYxokjgFYzP8XAIAG9cWePYw2pAgRxVrUU1528qcBCKDW6V3dSZYubI0xt-RbD9PYRrf38iGw-xwnhHYxWle6vExTtgWX-giyUj3HJKxYa0BUXfOxWuzLejfPQ19hI9DH-TBfkz7OMLj46NVs/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h16/h001.Dqe0Gd57uZ-_utc17xYoB15bqul0iHHMyFV1-r52k2M" target="_blank" rel="noopener noreferrer nofollow"><span>Claude Code</span></a> loose on his four-year-old Android TV, no root needed. He says it now runs smoother than ever. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2MwJSandolvduwI67mP2-AxsO01l_gmvFnfVhTzBtsaj-KNlbfFZyWDXyteKqkrswT2c0f3ydKGLGJnc3aSQgx3oN12b4I5SqAbQ8BNXcaJnttk419yKNwCkroEv2efz_DIVRxLhe0sck3HKlolElji3OSxG9bBzl4Pocep_5JLLDW7NxV4dLg-gHRgWZt4RauHYRtf_lW9LwhBCFeWyzoM5q8YeeW17eVWTLXjKzsHx/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h17/h001.s6BOmc0viT4SXaF9UratfVUVVr5HW0-wSCIW8XyEmCQ" target="_blank" rel="noopener noreferrer nofollow"><span>Prompt included</span></a> (3.5K 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>Prompt Surgery:</b> A dev found a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L4QBInn5AqVNHHVsgAGbifgdJL99Un5csRrdwetvl1JBxbxr8QsdvtY2dHiHyl6ZrBlkiaCxG6X-ia4eEuAg-4KKAYYq2UK-DdTU3x2mwouuZRTRydTsYFD6k6DrRS3ZUe39Z15Va4R41Md9FlKQRci_kZf5EZZbsnY9R2RwDFEeFgH5B0LJ64afaKzxDHNShdVlnPfNbuztim-gayBgyivO06TZaXK8Onv9vsRsk0bcfYT8NxQUjFw2-k73qL2otw/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h18/h001.hJcqMoNwcgBi6A8Q8hH2usqd1OSHvtnWTj8shipH__o" target="_blank" rel="noopener noreferrer nofollow"><span>two-word phrase</span></a> that makes AI models strip out their own over-engineered code. No skill, no MCP, just one keyword (1.8K bookmarks). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Anonymous Feedback: </b>A senior engineer opens up on how Uber used employee’s <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHEk9vtHjGtRDl6Z9ruxpGYf3Pb5urZp5JQz6bBrwDMY9ybyNOZGzOkU9F8kyRGvWJHcy9oQITENjFlJS7OapbLXoUy8pAPeU6Y-aUBsAG0f2d3Ewcl1_o9J_AsS9pzxeufrLmPfgKdzmzsrSKmbP-SQ3yLLPN1LHK84sCBSvA7H_ySgwrqv62uTvKB8tdM6dMnOEZSkBRM1IIqoLYeYrWvMH692RUg37-zg8aQz0NjPAUpFzxgXBT8A21NsJ4-NVI/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h19/h001.dh2gSHN1xyyNo_zNkdJWdXN_quUKR6fNM73CsEo5QN8" target="_blank" rel="noopener noreferrer nofollow"><span>"anonymous feedback”</span></a> against them for firing (600K 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>Skill Cleanup:</b> One senior PM found a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHQc3w1g0lI80_9jSbVxFXjvlIegMGxaflqCskNRrQ-dObwEtMrbJUy3utOx4GivjYVC9-nOwMkO-q96t5MmllrAqr9QERObPK2KPTnyKEFm9Wo3KRLOd-bkIAlDNpnqrGGV02KaO09ScUNvXz5IEWxml2kWzp1ZWzDRhEuC5U-rIJKdx4OhioOPdAjdiE7yMi9LUfx9PHb2t_vTvr-RRzah7iExTLdrLqGW-u1wmB2_fpGsr-qgnBL0SzHXp1tIoU/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h20/h001.NdXOnygM5lmZouhs0Y0mVvkKNs3W46rPv5IyJeZgWbI" target="_blank" rel="noopener noreferrer nofollow"><span>single command</span></a> that exposed every flaw in his Claude prompts, from redundancies to contradictions. Now he's running it on all of them (7.5K bookmarks). </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 Efficiency:</b> Is Fable 5.1 eating up your weekly credits? Here are <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGQ2k7hWRDhmI_RRC5w9k04X1fPgg-9tjCLqDk2UVyC1p5TGTF4dxZfRp4qGqdk2UixGLMB9cWF6A3nE6FEPiuBNTb1XuJ5LQ0XNJau2iervFK9hnWSjdAhN93IWpEEF3vnpAmr17dG0iuK8qYnovQuGWywLtmmNNB4IxFIUH9xpTMfLQCmo07z8MLiigkEeaRjjfmhL4KM7Dd5W0w-WO6AoAthqC9XYPy4WdSS5Epp6JxBX6320yda1kk2FnvLsek/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h21/h001.rCB5aYJxmFqm0msi1dougQpKtePwzQaX4XQfHAEfIQs" target="_blank" rel="noopener noreferrer nofollow"><span>four commands </span></a>that'll stop the bleeding right now (1.7K bookmarks). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Ranking Reset:</b> The new CursorBench <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcFEYGVv6yJ6PX2ceu4XPzvfSVsdJOaAld3fEzW-kTB11U-p1Ch8TTKEi2JWsQR4_sfN1rzfdbyI26ShM4PXFdjH-a3PJPg0LbVBhuhxkr8AMmeqHvoz5DkZ1lMBDaGnJMgqF3i0N4jKnf5vHGqOo9LK6kd9vz7Nymv5Pp_pPRbzPFZ9o4znlbCo6Ojct33U8OOxOdx9IjBCj-bZ1J95SR--yz1fyIYCvzaL2Q1cXWqKbYMOwcSy0JBy7YyOFhwvI5c/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h22/h001.Sx_6uwYylHY-NhEsf2ZhnvbxDNeTJvkESSXbRsNeYlQ" target="_blank" rel="noopener noreferrer nofollow"><span>leaderboard</span></a> just flipped the script on paying more for better coding models. One budget pick actually outperformed models costing 6x as much (1.8K likes). </p></li></ul></div></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyOnBnBSBKKly5x4uAd4ev3CzhbCQIp5vxA0vpfp2ChJxgUnGBgPl0T7jh5DeW-vcdl77pTNQpWJygPVI3G_F8N_U8X_Pkz9rGK4K1KCV9-IRJPpoI5ZoL63x5vpUoEmO54j-hEpdC_eySU06GfH7RjBxqFuRrCp9aL-pnc_JKP3NjjCYRtmOttPN2wSic-jFGl27okpf7F3W0VDZCK4fIU1_cqQ8VPVwkTdMPjOYakew/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h23/h001.4rbdfqq2iLnmNO4S-QL5gFI0xG6qECm50SRKVkuMeTc" 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/fb3d9e3c-8f60-415e-a1d4-7876c5cc099d/Thumbnail__11_.jpg?t=1788430170" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" 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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyOnBnBSBKKly5x4uAd4ev3CzhbCQIp5vxA0vpfp2ChJxgUnGBgPl0T7jh5DeW-vcdl77pTNQpWJygPVI3G_F8N_U8X_Pkz9rGK4K1KCV9-IRJPpoI5ZoL63x5vpUoEmO54j-hEpdC_eySU06GfH7RjBxqFuRrCp9aL-pnc_JKP3Js0GK_RP1Uvwe0AR_WecSqRXsU1PD9IA5QSwtbSP3BTGUWDosT9BMegRDQzehebYg/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h24/h001.bf6s9RsUqSbyRZduZcdTs8SoOTAguM4lRnTbiJH2M_s" target="_blank" rel="noopener noreferrer nofollow"><span>What is the best agent harness and how to use them:</span></a> In this tutorial developers<span style="font-family:"Google Sans Text", sans-serif;"> can explore top agent harnesses like Pi, OMP, and Zcode.</span> <span style="font-family:"Google Sans Text", sans-serif;">You’ll learn how to integrate these frameworks into your workflows, automate non-coding tasks, build custom agent setups, and boost daily productivity using AI coding environments.</span></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.yBywWjiZ7oCsTrXLmaNhkhVmOXjUFDku3R-NlKM2v21907NkCN-_PVGxLsSSpc5y_YlE9rPwRDZ9jctrKGeIoDdV45qbiuRL24mPSjvrFEsw5z90McOf8yB9dmZ9xrR9XLxaUarLY0LEgqkHwMflwtLJu-27sjGsoNBFPmHb5A1jlaNNEzpnJN7UJMDiDQHUyr5asFyhkI86cG3sOiJGerUTy4kn-8KG2CTiFSV3c7Gd4ILB6blA0ln87TwKjd3-/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h25/h001.bmIRp-LAsXaEBRqC5mGxjKmCJ9r_2kxO88EvUM6oB5A" target="_blank" rel="noopener noreferrer nofollow"><span><b>Boop</b></span></a><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkhVmOXjUFDku3R-NlKM2v21907NkCN-_PVGxLsSSpc5y_YlE9rPwRDZ9jctrKGeIoDdV45qbiuRL24mPSjvrFEsw5z90McOf8yB9dmZ9xrR9XLxaUarLY0LEgqkHwMflwtLJu-27sjGsoNBFPmHb5A1jlaNNEzpnJN7UJMDiDQHUGemtI4ArFm4YpZILMjhy7sAeItqSnLnR8QwS7C8IoL_XzIHHqE4OJ90fQDej3wOl/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h26/h001.3EPoK6ejdvgW7a3cispc_x0C_nSMoJwSB68Yt_b9w_M" target="_blank" rel="noopener noreferrer nofollow"><span>:</span></a> A self-hosted alternative to Sentry that sends app error and event alerts straight to your phone as native iOS notifications, using 8 MB of memory. </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-B2EJc5HI2THLgeYmsOoM5E0hcHcSyUBJ5DuYGkhUJAc_hchifqjafWgCP-m1uT6RJo4uu8xo78mjSpzTDTa9__4aXI5Ow35qary3V-PWWQ4fgJs4rtxynyZ0ON1k8u9r5GEC_wjVTr3bD3N4wJs2QuyhSFpMctKh_0ic0cRKoXbVc9l_LtMcUuQ0IYUi6OWY6sv0N0gjq7Cy3hsfidtz1tPlYrEUi3UTo4YIBI7s18oj-kCsUqxnChxJtntgA0a9PEBcJqfD8JVO1ysvFw7bNoVIgA/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h27/h001.ZyVXFw5KkdAx85TeasABM1C3YZM9B1hegQeqkfYrV3o" target="_blank" rel="noopener noreferrer nofollow"><span><b>5 things AI engineer should know about agent sandboxes (by Google):</b></span></a> This cookbook breaks down why cold-start benchmarks mislead and why network egress, not the hypervisor, is the real attack surface for agents. Includes a 4-question rubric for picking a sandbox stack. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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 put all your AI coding subscriptions to work at once</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%;"> Your Codex and Claude quotas sit idle while you work in one tool. This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcEbXkOcjzFbVRbLNDocBmKEdyicYHW9FZieMc-ZcEgpgwsSp_9RsdQ3ZDu6LmokkzTnz4bQoZ25o5-Xk_l-2vI3QyxpovFIXf_Ut0rx-ljJTrh0b1nosZFs7jo4_QoEXyh18iK3HOpwfOF1S9b_K4JdXb8Z2_1XWDO162YcYykQexfZk--bNAP5DlWo9NNxe8dNa5J7BhxEHISFvJ5ApgLlsD1K-qBccJbeqVVoiB4IWhD-oqlB74KVqtOAOd1kGtw/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h28/h001.NPVSnxNq7S2SEz9ZLDLvEGeeXkOFdG5-TI81qeJJKOE" target="_blank" rel="noopener noreferrer nofollow"><span>dev’s fix</span></a>: install the agents inside Grok Bot's cloud machine and delegate from one chat. </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> Send Grok Bot this (swap in your repo and task): </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>Install Codex CLI on your cloud machine; guide me through signing in with my existing subscription. Clone [REPO URL] and complete [TASK].
Acceptance criteria: [RESULT]. Don't modify [OUT-OF-SCOPE]. Review the changes and send me the diff and test results.</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> Sign in when prompted. Codex runs on Grok Bot's machine; diffs and test results come back in chat. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Step 3:</b> Repeat for Claude Code or Cursor. Add Herdr to run sessions in parallel. </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_32RHJJ8PRO_0-bPKU2bcdpW_YiipCWzbE3COHL2XpNZe021U3B3alrrPCELB6KprBCHfItTh8xuSQIzZ8SPo3YGsHmaun2Ek7wpjV9QGzIwU9D2AZ9Zt66yqci2bPuhVd9b4/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h29/h001.E28Km3kMWFDBw4D-if6KHikLCiKNEM6jKlGh7Aq-u40" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><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%;"> A designer just dropped a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHzg0P84Jbmazbi6YTqeiUUUwkT5uj-Vrm-U4cNtADkt5gjU16QjhzupCWFNI4J23MXe7x_qRs9Km-pXGmOzgBNCYEWpHovk-ZOHGK-Qhd-CpJh1HoKftr7t_noKtezRkLc9JY5u7zjZSkgGcLLSAj_Gj_7ubTphmliKMh4QIlReDCwrvKZdF_OofQ-l84CAA0lpqkZOFijJgZPZ5lcyCrc2gC2aWzNGJmBpuQ65y-k3k76o2ju7NELEExVgaMJ_EM/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h30/h001.5RZv8cLMvWLQos_OC2eJJ2nJGUWDXWpGO0wKWi2u8Mc" target="_blank" rel="noopener noreferrer nofollow"><span>library</span></a> that adds a human touch back to polished UIs. One quick install, and your interface feels way less AI-made. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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 0px 8.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="8" style="line-height:1px;font-size:1px;width:8px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><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_ygjggEXBnwdJX50VI3VNf5mA585j_CpptjnuC6S08YKI7q9QSCHkJyHKN8av9W-fmlVs76fW9l_2J8gu2Vs27bXYGY8hUrcJ2DIdZMV8wxjdozrWav1pzaq2qZkdwq4NU9URauRjH7avGHY4HqIv9lMoHnxASsb4BkupnopHJ22y4da1g/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h31/h001.ypOMf2ifQdTkVQp1luRkY5DfN7U-d1U8B7J78uRjZa0" 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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GH7QNYd1CaMjNLJJtvjib28k7gEUxcSM5C76gY73GOH8qieTCzQMRqY31brTlaOu3Lcih0IBlhT47uhQT4xCAERAWGXKrFVZHXKoYdg0H2cJrPpEMvWzOPOPQsQy1scrwY4acgce-HN4Q-dzdynn8hfDZ-sLP30ppsEq8bU2NA6J4APfL1TD8WhnTXZwXGk7hZhIDMjk5mv34JOZi_93QvFJV74r9qvuoFtqpJRitfEkanfqClXvbiDhJgdtCnBVi2wl_sVAkGmZ4HuuPaPo57f18Wyh0ojaj8uHB7dZT5deU3eYGsnOwg3JxH4nSMZwIs7KaCZ9TBTJWH6xJAkx8CNptHuJWTucKNwlO43ABir5r8kx70-hR-eUGHnN4VSafLZKZs4HSDgQI4zyCuydFAa07fC2vavjTip53Zjy-kSz1obS8BtTf9Nj9Re323ZlRWbybX1E9_W5U6yFd5Hm6u1DSLffRuC8vlfkumJY9jUuX_XZLY4-NQtbeeLkVSXTigFu8h16W5DFDWzlr1NL-gn81ZT7hUi_c0-nEmDWdQlyRy3siUlTfAp8PD2Yf5_jFILXO0rFumALpd53GrZ1wlM5kS63Tw2ssYecCbYfrAI67c9jHgBsh4HovQVGBJTzGF7nWday3DdWbqodAEnCmajT7LM6gDi75ZpIEfta-eGkbgiow1zbk2_1EYS5_c_hUCchHnk_7n2a-krE5ps0IkdV6mcBMGEY-F-L6V8e0iMkFxK_R3zs6AXZWTV4P964uV4Dve12xIyqvdXcxNTLBDx6fq22xB1SS1GqwofVJAMTeSKpLQ3fmAS-Mb1xi81qOkaPvb7XnSRgPj-VodRHgsSyvjPOlt-2aWza9ARgdQKdOoe81mEuM-NsVjXJuN-4ig/4tq/RvG6tzg2SrSE4_xuj4QF8Q/h32/h001.kviSWyAcuV8ntUAyoePrmVqk5a0prYl0caIIa3y4wgg"><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; 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Follow image link: (https://fandf.co/4x0DYQ9)
Caption:
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**Welcome back.** Google is on a “flash streak”. Just weeks after the launch of its fastest model, the search giant has now released two new updates. Meanwhile, an AI startup revealed how Claude Code and Codex costs 30x more for the same coding tasks than other alternatives. Read details below.
**Also: **How Claude Code fixed a broken TV, how Uber used an employee’s anonymous feedback against them for firing, and a prompt to delete over-engineered code.
--------------------
### **Today’s Brief**
* Why should you build your own coding agent
* How to use your tokens efficiently with Fable
* Find the best agent harness for coding (tutorial)
* Google’s 5 things to know about agent sandboxes (cookbook)
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##### **TODAY IN PROGRAMMING**
--------------------
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Follow image link: (https://archive.codenewsletter.ai/2095229139573690606)
Caption: Click here to watch Google’s Gemini 3.8 Flash in action.
--------------------
**Google unveils two models on the same day:** The search giant dropped [Gemini 3.8 Flash](https://blog.google/innovation-and-ai/models-and-research/gemini-models/3-8-flash-and-3-8-flash-cyber/), its smartest model yet. It’s built to outwork larger models across coding, agentic workflows, and multi-step reasoning. Whether you prefer speed or savings, it doesn’t matter. You can dial the effort down or stay on 3.7 Flash for efficiency-first work. The initial reports on the pricing suggest just $0.75 per million input tokens. Google also announced Gemini 3.8 Flash Cyber, built to hunt down security bugs. The company says it produces 2.6 times more correct Chrome patches than larger models. Try it [here](https://aistudio.google.com/prompts/new_chat).
**Pi coding harness won't break the bank like Codex or Claude Code:** AI startup Runta just dropped a [new benchmark](https://archive.codenewsletter.ai/2095179765355540575), testing nine coding harnesses on the same model to see who's actually delivering. While pass rates were pretty close across the board, the cost gap was massive. Some harnesses cost 17.5x more than others. [Pi harness ](https://pi.dev/)crushed it by fixing a tough bug for just $2.50, while Claude Code burned through $64.36 for the same task. It turns out your harness choice matters just as much as your model choice if you want to ship without breaking the bank.
**Meta takes its biggest model leap yet: **The social media giant just dropped [Muse Spark 1.3](https://research.meta.ai/blog/introducing-muse-spark-1-3) through Muse Code and the Meta Model API. Chief AI Officer [Alexandr Wang](https://archive.codenewsletter.ai/2095232916276260884) is calling it their biggest performance jump yet, especially for coding and agentic workflows. It’s 25% more token-efficient and handles complex details way better than older versions. Plus, it’s smart enough to know its limits and double-checks with you before doing anything permanent.== ====[Start building](https://dev.meta.ai/)====. ==
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##### **PRESENTED BY TRIGGER. DEV**
## [Build durable, type-safe AI agents in TypeScript.](https://fandf.co/4x0DYQ9)
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/cc3785eb-cf4c-455e-b170-1d3f9529be6b/image1__23_.jpg?t=1788440288)
Follow image link: (https://fandf.co/4x0DYQ9)
Caption:
--------------------
==[Trigger.dev](https://fandf.co/4x0DYQ9)==== runs your AI agents as durable tasks inside your codebase, in plain TypeScript with full control of the runtime. No serverless timeouts, so even long agents run to completion, surviving refreshes, redeploys, and crashes along the way.==
==Write your logic, test it, and deploy agents that scale on demand.==
[Start building agents here.](https://fandf.co/4x0DYQ9)
----------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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##### **INSIGHT**
## **Why Ramp built its own coding agent, and you should too**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/21e69fdf-14eb-4525-a112-b5233861ff5a/superhumanteam_3_software_engineers_building_a_white_AI_robot_4402a8f0-2545-4a0c-9b02-bfe58565ddcf_3.jpg?t=1788440326)
Caption: ==_Source: The Code, Superhuman_==
--------------------
**The ceiling nobody talks about.** Off-the-shelf coding agents like Claude Code or Codex are great on day one. But they often stall inside real companies because they run locally, which usually limits them to fewer tasks at a time and cuts them off from internal systems. A [deep-dive](https://newsletter.pragmaticengineer.com/p/why-ramp-built-inspect) by veteran engineer Gergely Orosz shows how Ramp got past this.
**Do it yourself.** Ramp built Inspect, a background agent that now handles about 75% of its merged pull requests. Each session runs in a remote sandbox set up like a dev machine, with the same internal access as a Ramp engineer.
**Where it shows up.** That access is what makes Inspect useful across the whole workflow:
* **Small coding jobs: **Engineers hand it a bite-sized task, and it often lands the change in one pass. For bigger work, they use it to rough out a first draft, then take over locally.
* **Bug fixes from Slack:** An "@inspect fix this" in a thread tells the agent to read the conversation, work out what broke, and open a pull request.
* **Answers from live data:** Inspect steps through code in a debugger and queries a safe, read-only copy of the production database to explain why the numbers do not line up.
* **A base for other agents:** Teams have built over 200 custom tools on top of Inspect, from code reviews and incident response to automated QA.
**The takeaway.** The agent alone isn't the breakthrough. It uses OpenCode, which anyone can install. The real secret is the sandbox: every Inspect session boots a nearly identical copy of a Ramp dev machine, giving it internal access most tools never get. That's the true value of building your own agent. It bridges the gap from the first idea to finished code. Ramp's full engineering [write-up](https://engineering.ramp.com/post/why-we-built-our-background-agent) shows how they pulled it off.
----------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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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
--------------------
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Caption: Meme of the day.
--------------------
* **TV Revival:** A developer let [Claude Code](https://archive.codenewsletter.ai/2095152431747178878) loose on his four-year-old Android TV, no root needed. He says it now runs smoother than ever. [Prompt included](https://tv.cobanov.dev/) (3.5K likes).
* **Prompt Surgery:** A dev found a [two-word phrase](https://x.com/xuanwo/status/2095025829424333044) that makes AI models strip out their own over-engineered code. No skill, no MCP, just one keyword (1.8K bookmarks).
* **Anonymous Feedback: **A senior engineer opens up on how Uber used employee’s ["anonymous feedback”](https://archive.codenewsletter.ai/2095168146118463734) against them for firing (600K views).
* **Skill Cleanup:** One senior PM found a [single command](https://archive.codenewsletter.ai/2094987791566622971) that exposed every flaw in his Claude prompts, from redundancies to contradictions. Now he's running it on all of them (7.5K bookmarks).
* **Token Efficiency:** Is Fable 5.1 eating up your weekly credits? Here are [four commands ](https://archive.codenewsletter.ai/2095231154261516641)that'll stop the bleeding right now (1.7K bookmarks).
* **Ranking Reset:** The new CursorBench [leaderboard](https://archive.codenewsletter.ai/2094862535422030328) just flipped the script on paying more for better coding models. One budget pick actually outperformed models costing 6x as much (1.8K likes).
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Caption:
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##### **TOP & TRENDING RESOURCES**
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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/fb3d9e3c-8f60-415e-a1d4-7876c5cc099d/Thumbnail__11_.jpg?t=1788430170)
Follow image link: (https://www.youtube.com/watch?v=eo0As3rieA8)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[What is the best agent harness and how to use them:](https://www.youtube.com/watch?v=eo0As3rieA8) In this tutorial developers can explore top agent harnesses like Pi, OMP, and Zcode. You’ll learn how to integrate these frameworks into your workflows, automate non-coding tasks, build custom agent setups, and boost daily productivity using AI coding environments.
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### **Top Repo**
[**Boop**](https://github.com/chrisgreg/boop)[:](https://github.com/chrisgreg/boop) A self-hosted alternative to Sentry that sends app error and event alerts straight to your phone as native iOS notifications, using 8 MB of memory.
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### **Trending Cookbook**
[**5 things AI engineer should know about agent sandboxes (by Google):**](https://archive.codenewsletter.ai/2094598332131709078) This cookbook breaks down why cold-start benchmarks mislead and why network egress, not the hypervisor, is the real attack surface for agents. Includes a 4-question rubric for picking a sandbox stack.
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##### **AI CODING HACK**
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## **How to put all your AI coding subscriptions to work at once**
Your Codex and Claude quotas sit idle while you work in one tool. This [dev’s fix](https://archive.codenewsletter.ai/2094757172185874896): install the agents inside Grok Bot's cloud machine and delegate from one chat.
* **Step 1:** Send Grok Bot this (swap in your repo and task):
```
Install Codex CLI on your cloud machine; guide me through signing in with my existing subscription. Clone [REPO URL] and complete [TASK].
Acceptance criteria: [RESULT]. Don't modify [OUT-OF-SCOPE]. Review the changes and send me the diff and test results.
```
* **Step 2:** Sign in when prompted. Codex runs on Grok Bot's machine; diffs and test results come back in chat.
* **Step 3:** Repeat for Claude Code or Cursor. Add Herdr to run sessions in parallel.
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**
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### ==**Our most-clicked story from yesterday**==
A designer just dropped a [library](https://archive.codenewsletter.ai/2094737661835571309) that adds a human touch back to polished UIs. One quick install, and your interface feels way less AI-made.
--------------------
==**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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