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👀 SpaceX just bought Cursor
Wed, 17 Jun 2026 14:06:55 GMT
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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Wed, 17 Jun 2026 14:06:55 GMT
Subject: 👀 SpaceX just bought Cursor
To: [email protected]
Date: Wed, 17 Jun 2026 14:06:55 GMT
Subject: 👀 SpaceX just bought Cursor
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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: Make evals your new AI product PRD  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:8px 0px 0px 0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #FFFFFF;border-radius:10px 10px 0px 0px;background-color:#FFFFFFFF;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:0px 0px 0px 0px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> June 17, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9uCB208x7eOz7PiFCL48frIzKZSMn533z-EeZUi0OxkdCz-0s9pf23ie3T0SXeH7S8ZXH_GqRWzQeKs1-5DHkTcg4Y63cMsFgm2EFM4zZ4JR-tCV8wfXy_onomD3qPpWDZPYAeBBs8pWtGM89j14or2A_NEzkEW6thoL2DT9Rsg7mHBjxuPGf50tf6CP48E3pYLsyJpyytWSgi7gysZCMzZdr9Sljnw4uP0bHgSX3Fb9hP3eGIcGIKg42bKcyMnOn8XT5ApbBqMfdOeS_0lMW0djn8zqHj51RI1gs9y-pNJON9FtbYWo53QUwPkUhWoI2bNR0aWNMsxVAQ8CJs331t4ADHxbCdMGcatB9Dq_0VtSEdY0o9cJL_Qwp_kAVWa8HhQ2BfMiAVBJH2qMhHGLVX-9Qtqv1F5pWJA6_Dve_izO-gIui2NxeCM7B-UN7eFf-QcBHDQNhhfTiMJxYjQMpdx5LVaaBzunxcjsDqjF-uO_qr1xP6FUd-C2So51Zihy7Iu0E6i41Fhw4_LX-ntQONHGKqYD9rEs-byaFHLv4cpQisdsJKCBkM0SSjk32zSrBsKMu9wwN7CPbG5ECwwcGDIvpeIDuGMqAeDEY4ixa2DLP_SkfRqBabXCew4mOtKamrT6xhN8uj-tG-UNwWSFozKmGjNLYkgPgyikDuchzFmgLITk1l3nGJlOkye8wjc0BXu1DLSJNO_Agr9Nw5V7SVJOE52qWvFoI1GRcyvAdu75GVQC3Ad1fpKrb8SVKkDgr-eK0VwYAmdauNAXT4eeToVYrk08hmGM3xoaLfGmOvnPYhJ5Zx2RMYGCvqukBxz6SwA7UBK8JD-3M4hkzZIrjBE/4rk/mnpDy1f7Sj-20x0pFE7j9w/h0/h001.TjQsO0y2DN8C4RB4DvLpoGYeBOg70_OmMc_XI8PKOY4">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/4rk/mnpDy1f7Sj-20x0pFE7j9w/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.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL4_FK54pqBq-Xh4LzxC5tPrrO6GQowp-U6MTiyjmQEU-Q86fjbeclLvUj-4QHdm4o4/4rk/mnpDy1f7Sj-20x0pFE7j9w/h1/h001.XoeCg2wDz5WlGH1FEEFSlg2Wzmu_PSLd5F6S2JaYiNg" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/722440e9-1d4f-44e4-af05-60c390f1070a/Group_IBM.jpg?t=1781636330" 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> SpaceX went public five days ago in the largest IPO ever. Its first move out of the gate was buying Cursor, the coding startup that spent months renting GPUs from OpenAI and Anthropic — the same rivals it was trying to beat. We break down what the deal means for your stack in today’s insight section. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Also:</b> How to give your Skills a self-improvement loop, the one local model to download for AI coding, and an Amazon engineer explains how to land a $300K AI role. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:rgb(34, 34, 34);border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>Today’s Insights</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-size:16px;">Powerful new updates and hacks for devs</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> The breakdown of Cursor's $60B SpaceX bet </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 stop Codex draining your weekly limit </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Trending social posts, top repos, and more </p></li></ul></div></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyW8Zkg7ORTtNWCc4M7CiTAR3P7wrUEld4sstLBeIIZi7RFdRQs3dzrIbeEW4HjEtUwCk9gFJQyFpoQkO85yAbA9jClyZzIlPxQP-lDqaZYBc7uKL2QOE7Bd4Gi20vPxgBq3MQT37IjM5Hl0PiMJAVo7K0wfrETihhDtUPtypzYNLzyQBWe1vz-nlrAP2QBcVD7Tkg964rbvZcgJv-WDL1qTeKKLDUm0EjkRerVLuDcfD8Y-zpzVTFvjedtncjMDCUjf4QgeBPM5E5qg7Cdex20XNPWb9dwbaXlo0YkOsGIfMpx0rXSYVsBqM_i-UL8jBw/4rk/mnpDy1f7Sj-20x0pFE7j9w/h2/h001.HqNdy4BM4zsYFrW5ryssklXiczra0JW9fQeeGaHLnFo" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/03749c8f-a2e4-44be-a8ac-656d78ee3f4b/Frame_1000003543.jpg?t=1781679491" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to see Z.ai GLM-5.2’s full benchmarks.</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>Z.ai drops an open model built for long-horizon coding:</b> The Chinese AI lab just unveiled <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.D9U5b4HcCkTRlmlLL6JbuI0b4213GBK9Bjpjy8OZ-o7-pag1jKDdrMg1EKc6xzpgbbdMwxjPKYG6kvR_8SmhmFHjzVPZxonKBTOxdmAIEsmfmdcuaf1Y6T0h7a2xW5Kib6NK6MaFAp_UauU5iH7CotoihgnHGVmEsl0h_criccDXMuFAFq-TPm4PzOF9PW5VAJ45oG0oxlUwbb2GstojrOd28iEq25TxAX5uMfAfwIrusZEB065ii_neOfWgsDfPdk54JcDF6N6v3R4jb2TMcftvau5YmmGgz9fkQUzU9IE/4rk/mnpDy1f7Sj-20x0pFE7j9w/h3/h001.UVg1q-ic5NiHQ0X7lBLJTaRm3Ty14W7TsobOlh9185k" target="_blank" rel="noopener noreferrer nofollow"><span><b>GLM-5.2</b></span></a>, a flagship coding model with a one-million-token context window that stays reliable during long, complex agent sessions. It integrates with Claude Code, ZCode, and OpenCode, with adjustable thinking effort to balance speed and cost. The MIT-licensed weights run locally, and the lab calls it the strongest open-source coding model yet. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7q_ecvIDfRRUOzdwls2T6miYjzQ0NdbDBdLJkkEUoVUnOvnIWi_BYxah5p0GQBbnbyANB_yeHq6aZIUmXeYeQaALFnemHQUGfaaZr3WjA0jSHzZtZU6pPGy7WWKcEZa_dPn00Shlp_i52glB5TiZoWkK8eIg1O8KlVXgQlzagTCO6XsHLksNw9wjjwjoU_zwF_5EypP9e7NT9sqpmjUVKUfqNYpErmBIuGhXVDr7FyqvmXROumq_8fthdJ1V9Udo9oJtVfphMJqO0NYChWKq6toBsmbhpDFLVLKWHxyXZzEh/4rk/mnpDy1f7Sj-20x0pFE7j9w/h4/h001.n8Fj8DOQz6WdubQybzeJGETXi9DtmxuK_1qDh-9HEoo" target="_blank" rel="noopener noreferrer nofollow"><span>Download the weights.</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>Google ships Android 17 to showcase its newest AI:</b> The search giant just rolled out the final build of its <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2K4UXucb5bbbYmXzTiaKS3qSsNwokIK4Oelgg2InxE8vHBFfcTxKLy5mGtRB7BYfaxrkcP637vvAD4PfZPajH7PiHN0IS53pr2aJouuxKxwN82gnLKU6SZRrbStzSzN_U7vUwt4dd-q2vG1Cg-_SonOstDa-w_gKlIbJyTg00dzP9P77Yq9WCYyPcZpiOtgAE9qYK8B3RSAXd13a9I_2uHNmci2Mnj183YReq452Wd4fgAwEZD1sfOYw3Yw53ayD5R7_17stPQlu-f-cDJF4Zi-slqAfc8pHad3iiVxfmHSERgp9YYtvoL_9l6jZttMq_rKjFHjssWbysFJQZKQwvSarz1uz9emB1ctmi2FDZegrEDiklMWreuYO076N6mNvUVxlV0LJbt5jM3Jt57HmXio/4rk/mnpDy1f7Sj-20x0pFE7j9w/h5/h001.w2A-lRj6Xlj7ydqHo0-B3Y6lF4JocyHQGGXaSYJKjEI" target="_blank" rel="noopener noreferrer nofollow"><span><b>latest OS</b></span></a>, along with Wear OS 7, using both to push its freshest models to Pixel owners. Gemini Omni can now handle video edits right in the chat, while Lyria 3 generates music from just text or images. On top of that, a new bubble bar makes jumping between different apps way faster. </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>Microsoft eyes a Chinese model to cut Copilot costs:</b> The software giant is reportedly weighing a self-hosted, fine-tuned version of DeepSeek V4 <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhW-BDLNWxZXNmcXZ5PFQ_wF--xTqFeHrumwBXAhINZdmvpm2Vkg2-7gVjPSIU_WwnGydKexmZIa9wfRdmAcdctrHcJXUffq5Ahywh35rdg1b-Uswb-pflgLwJVtsZ6Oo2Rf3k86orNqNCqzxjViXLmxgLtXSLS44y3Qlvt-SHjeqauih5SPDycj3s5Y5EWOPeE9qYFH6wqevFsvxkB9swi7Vu4rzfu3SdKDNDi_8NXRQvkx71McBJSm_xrba1vCinRAsLvd1LsRNuqcArxabk5cfZsRSSIygHmA0uPirhDwep3jTDqq9RbwSrLrxt6a2Vv4w0MQhov1n18N-oD-pxM/4rk/mnpDy1f7Sj-20x0pFE7j9w/h6/h001.cTcV0MdTzxVoHFfdbRno327nkNcSq5eS62H2K1mheJ4" target="_blank" rel="noopener noreferrer nofollow"><span>to lower costs</span></a> for its enterprise AI agent, Copilot Cowork. This comes as the company shifts to usage-based pricing after seeing bills skyrocket from power users running hundreds of tasks a week. If this goes through, the model would be an optional choice running on Azure, ensuring all data stays within Microsoft's cloud. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(3, 7, 18);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY IBM</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.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL7w_d2OQKzUFiZ50CcCZMLyN_RMy7KVjN6jMHp02RZ3dYjy5h3U4V7V4cFE6q27uq8/4rk/mnpDy1f7Sj-20x0pFE7j9w/h7/h001.UXTiPwE8HdZZM_LfjCt0QW7A0PjkQX7nUCd51vm5B2I" target="_blank" rel="noopener noreferrer nofollow"><span>From vibe coding to agentic engineering</span></a></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL485rJq4BwtMKr_xcjBy5mHc-k1z8F8daZw9CkDG3ck69T3tuU0bpfde-QQwO54AJw/4rk/mnpDy1f7Sj-20x0pFE7j9w/h8/h001.Zn8ME3Fbh3PE7KyafGWffSxaRLLXHPv-etzfgl7fhjA" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/76feb6ba-8366-458e-94d0-4f31e058fd08/The_Code_Primary_6.17_Image.jpg?t=1781636483" 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%;"> Vibe coding made it easy to explore what AI can do in development, but production<br>work asks for more control. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL72KRES_YNZ1ZIx_Z4id1rGSyug37jf9-CXCwSa0qfqeMBpA49wFnW5LfkSsFjkxPw/4rk/mnpDy1f7Sj-20x0pFE7j9w/h9/h001.KwZydRckdiFKZz7tnSGaJYU3zgHsZwONyFzkbJPWdss" target="_blank" rel="noopener noreferrer nofollow"><span>Agentic engineering</span></a> builds on that foundation by placing AI within <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL5gyqpF3X8VTovGVHt4-moVYaFWs7gVCIVFTNGrnXw1pzdkG-KsHkuJcK-0ZKGTiFk/4rk/mnpDy1f7Sj-20x0pFE7j9w/h10/h001.aN-x9ZLR2UPNxLSAQ2xJQbdEsobO1ZqZm0Nub5T9q9Y" target="_blank" rel="noopener noreferrer nofollow"><span>structured, accountable workflows</span></a>. Developers stay involved at every step, reviewing outputs and guiding decisions. This shift supports everyday tasks while adding consistency, traceability and governance. It reflects how teams need to build, ship and maintain software today. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL5r0skPO1LkE1NR7vwBzLxP8uyq6D1qr7QzJ2JMWzJRVLR9fDTImza571zC4NVmXOs/4rk/mnpDy1f7Sj-20x0pFE7j9w/h11/h001.2oQoQjlnCdS_HvRAlRjb9nNAOw7cGMF73ORszEi9kgM" target="_blank" rel="noopener noreferrer nofollow"><span><b>See how teams are doing it</b></span></a></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>INSIGHT</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>Cursor just hitched its fate to Musk's rocket ship. Here's what it means for your stack:</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e97490d3-ba7b-41b5-97a8-7ac52c92041e/superhumanteam_a_software_engineering_team_working_on_their_l_c8b168b0-cfcc-45c8-9c5f-c09a9c6fb689_0.jpg?t=1781680118" 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>Source: The Code, Superhuman</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>How it began.</b> SpaceX just agreed to buy Cursor in an all-stock deal worth $60 billion, expected to close in Q3. Business Insider did a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquprI64qpSLx4ZbDuOvJE_fGtOZ5P76slRNxDOzYLtCaPDI_2Ud3Xa1GQYN1B3WSW77HTIQexMx8rsk7gL7z31zX_3ke08V5dIzCpCslS2P1008QdmicGjPuujp8ywWbkA6uP7FWxLFSLW6Jfbl7glWjHKxlJxjUiwHNci-1HQPzM70jucTSRcw3ZbV97wTsYbl_OF7yP_SV7-6VY5JqAUvT7A8am6Dmf6TtN6FKZrW0M7sJMkdCOAp2elZeyQiK5hQu3r9TN-q9dkL3fWmt9hd7Io-Eyfu3GE0B1E-f152CKkqd9xSviY7RCDjVd7HEWXO9lgqPxLOEu_ZpZX2_g0bYDCLhGvD-eh_0VBuaYxep0/4rk/mnpDy1f7Sj-20x0pFE7j9w/h12/h001.FMOaSv9yjXtqdWNmiVnj5HBeF3tMaKWTk5HSTatkGtM" target="_blank" rel="noopener noreferrer nofollow"><span>profile</span></a> and found that Cursor once drove nearly half of Anthropic's revenue. The relationship soured when Anthropic shipped Claude Code to compete for the same market. Now the fastest-growing startup in the AI coding space is tying its future to Elon Musk. </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 Anthropic squeeze.</b> Anthropic reportedly told Cursor that Claude Code was only a research project. Then it launched anyway. Its run rate climbed to $2.5 billion, past Cursor's $2 billion, and developers started churning. Fearing they'd be cut off next like <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2K4UXucb5bbbYmXzTiaKS3oOqSkQowvl1jZz6QmxjRuYVnE6g1Pb7s1CFToajW3hSrrLXZpWcRbRge3j8fFqrJr1meiwA02LpDpZWOBE-iHjKKUwdTtJhy0m4g84Mz6SICvaTvdLT63hdDoXiSvC98AFjBaOBZafKyax-HDZiPR1xN1ps86hTeYxbLv-AMBpwaHjNOQ3N10hKh-QkU7l1L2qwz8OBYt61Roy47Pm-cfWvmnHPY49uQrdxMjH1aD0m3uvXsD_yriQAehOOQp7lGtKuVnjsaEiZHQz5c8T8zvcS0doMM1qot8NgbcGD3o0qRWHekUX0tkRibQUV5fANtJW9ogEAoUANNdLQY8HdDH4tVQPFyZV0_rGlBJZWBwDljc94SdeWlM2ynXG7uR4O_d0saifDZGym4LyuymQqQKP/4rk/mnpDy1f7Sj-20x0pFE7j9w/h13/h001.VOWdN42f-bGcmjyK3YoVfdJQksGRQYlwEKKhU6lMehw" target="_blank" rel="noopener noreferrer nofollow"><span>Windsurf</span></a>, CEO Michael Truell called an emergency all-hands on January 5 and ordered the team to build their own model. </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>Bring your keys.</b> Cursor just felt what supplier lock-in costs and is building its way out. You don't get that exit. You can wire in your own Claude or GPT key, but it only powers the standard models. Cursor's signature features, Tab autocomplete and the apply step, run on Cursor's <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePaO6nTER3A6wsUwBRv-vF4XrwbvjFfXllkmRi48r1XIQDnv96pX7rSJEHPeUe5Cdt1F0lfSfsJ3Xl3RCRJ3KkKtWJD3-rj57O4jBdhq5WuXJmgGoMCn-0q-fcux3ip5OppMhAko9YiVSLSuUftQvmi4b4Y057eu-k7d2gV8EsZjKZvmR_aA95AuhtnOkqlFfu3zK8XBLAjwi7boHIzCeFsT4HLwBKziCrBvqqXQMBzkk5KpopM7Gm7L6SSoDl6VBXCJl04m2PxpfZI1MM1P2a2PWkgVzSyaftny34y-p-Lsxm1UCPXyDAMwxnJ6QA4x7XA/4rk/mnpDy1f7Sj-20x0pFE7j9w/h14/h001.goPBk7mgxycPz3nc8-AaiEMRTjMqkHcpUpmVFwWrY20" target="_blank" rel="noopener noreferrer nofollow"><span>own models</span></a> and ignore your key entirely. So you own the commodity layer and rent the part that makes Cursor feel like Cursor. Once SpaceX takes over, that part answers to Musk. </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>Own your exit.</b> If you stay all-in, you're basically stuck wherever Musk decides to take you. If you wait to leave, you'll be stuck with a messy mid-project migration. The safer bet is to keep your editor and your model separate. Tools like Cline, Continue, or Kilo work with your own keys right inside <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.YkWaMlfmurywZ72vhb-m6udytrsBGLZ18BvFaB5c4H7m5Z_6LSb0zgUqeTi1FNTrwMsaPfkLeBqzQFyVYRp7QERuS7Aa6W58PEowE3ouKjTDWb4Y1FGvZbg6nbbUVqnfD8mIa6Q-yVwjP1UpsC_83wwNH-pWbLGcThViuOtolpIflc_4fD5B1o6iFNOCnCA-piercQqXKYIicn2yyu7gg2qCCsEtwwNsw23w0c99Hy6UeqlZmcJKjT9OAFLqJYrYMkMF4CO1tvlqLd8CfBbuk1pJceWdGbfnQyTleFHuDYD0yrFs6IDuGlEEXdhoICS8waMAEeq-Yn5Nh4LCHBpP-g/4rk/mnpDy1f7Sj-20x0pFE7j9w/h15/h001.CVLbHKRJ4YDatS4_ACoZAk7LJfXwncWZLNL92xqs36M" target="_blank" rel="noopener noreferrer nofollow"><span>the IDE</span></a> you already use, and they have a gateway that makes swapping models as easy as a simple config change. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(3, 7, 18);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY UNBLOCKED</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.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL6eyw1ZDLT5NhwRjzTOmvWfc0pxYc5SlMMCbfg9z3uThwsj9DtI-PF6GEnhDrny3CM/4rk/mnpDy1f7Sj-20x0pFE7j9w/h16/h001.Bti9WteKYJWJJ-88wcWMgXZ44PpPP2h_8g71GT2wNyE" target="_blank" rel="noopener noreferrer nofollow"><span>[Webinar] Your agents are missing context. Here's how to fix "You're absolutely right!"</span></a></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL6r3P49j78clBYGR9v8oXHHbUlpgg6WA5Nt4OkqO3nRNC9BrebU-mvcu7sAJEyIsg0/4rk/mnpDy1f7Sj-20x0pFE7j9w/h17/h001.YSrTu3BrhzidchawRuSjAOGlcRPB5A125dNfgcWjscE" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/10309bad-53ef-4714-b2d0-c6dc8f1f8fea/1280_x_720_-_Jun_24_webinar.jpg?t=1781636740" 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 shows up in 60% of engineering work. Only about a fifth of it can be handed off without someone babysitting the output. That’s because agents are still missing the context you have. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL6AMQv8IH5G_0poK0iPttfF_XyDBQrIvN_M_SPSch5fzu6_IeWelzciPJeGt-AGWCo/4rk/mnpDy1f7Sj-20x0pFE7j9w/h18/h001.hpn8cNwUnh-ZSTAIL4G-0dmHa0GLKDcPg4g3CEqJbZE" target="_blank" rel="noopener noreferrer nofollow"><span>Join live June 24 (FREE)</span></a> to find out how teams pulling ahead are using a context layer to level up. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYlhAbasdyTNbftWva5kQ8YwTe-X4ItNesCzBUUYGGBD8rjSs3VL--opJS15ja71ZM_0K8C4YXv9kVThiIjmG7vAZTFtM283hzstRgRdSn5rKM7uIBW93b66yk10lVBM7CgVPBDvpVB1ewXspm_Nwd08E7p3ni4xO4QMXfC4WWkhPFjWeaRtB10dsJmY1USCRHATA2AW4EM9z9DLesYE4cvCANzivEBlMdTG2nl5lAnXOcDJewv2qiPUOaSCbMQchxiVVP1iBJLcWIznmTURh25us_3xSt-s-0IoJqW4FsFIcBe4bCgrXjP3lC5QVt0HL76r9_b5OVQM_9cw2Bv41B3wj9uW-ezwUQsQaDTy0CHIuwgiODFWhbiqNaJ4EAp_S0/4rk/mnpDy1f7Sj-20x0pFE7j9w/h19/h001.cdyG6l2FOj1i-bfsaoIlEsHwzPKV975hdnjTZDZhgFo" target="_blank" rel="noopener noreferrer nofollow"><span><b>Register Now</b></span></a></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>What’s trending on socials and headlines</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/5b418a86-0d52-4d23-8e96-b7225ae693b0/CleanShot_2026-06-17_at_12.25.40_2x.jpg?t=1781679372" 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>Self-Healing Skills:</b> Warp's founder <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5KFqZvKkJt8456Ba5EAjjhHy77CYwnNSCTDyOEA3hwmx9Xezb0woUyeJl4ejtM4mJ6P4me-HNqhBRuGjoqGKeyjbILSrE3XQnQUzP9StSp2oxSxqBYIyj1lqo1gee5VKYPE5fi7bUV5a2xEuenOgxDGV4RWUJ8R0oQfHAMLyGnxN0tRAMrWf3WNutNOzn5OKAopDiuaShZotYXPAmcWCSO02lL7d7dSKpDrBvDxp47OXCnod7_UE7Vq1TMlwzJeD-RfA-ZK8dU4KiU_T5A4D4s6YBqoJEAx4gOOpuc2wQOJBO1x1lwGINsUyvnz1tQbHw/4rk/mnpDy1f7Sj-20x0pFE7j9w/h20/h001.56KWHTTuD4QBT5gedwnLZq8X-SEbibRfyDkGgaorVm8" target="_blank" rel="noopener noreferrer nofollow"><span>built a setup</span></a> where a Skill watches its own mistakes, takes feedback, and ships a diff to fix itself (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>What Labs Want:</b> Google DeepMind's pre-training lead names the two skills frontier labs are desperate for <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Ly_faLZVFkZGUWuea772nDH8TbKkCWC4NLh-Wtm2WB9ZjwToY02HmGykiqZdO70N3hbse9yz2T_ZbwWZNAwEx56SuSZ0C_N8wyk-YkmhmRivXNhXDsjie1R0-KrLwk1ERIfmyll-2bENjNEUlYVM6e3Tz7BuEKdOKP4cKfMRJ9WPpQ_gsBmlekFbm7SgVNUPUyhTlnNk2VUb7abSspR30mVDfZ_UTtJeOG_K0OvYZQO6Qe3q9I-9Mj_XZdyhwHierKf6v-0OFH73KPgXmDBom2bqmPCzCkUBDIqFHdCEJiJ7iQGoLrL-oLWyL9RlBAFhCg/4rk/mnpDy1f7Sj-20x0pFE7j9w/h21/h001.G4RzDmTTBLYbjcN7j2Pa58ejeEltZpQcjofSR8NvBTY" target="_blank" rel="noopener noreferrer nofollow"><span>right now</span></a>. Neither is prompt engineering, and both go low-level. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Skip Half the Course:</b> A Twitch senior applied scientist <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjz6-9gGcVFXfyXB05NWZiSZBElZ1TGhevlgxuwL9kezx3jkLLdg7RnsXFjLvavT2id8G9D1IZM8GdvQcZ73FP6swkfz_KJo2bQCHGx-XG1PYgBMwnkEjrXph7M4Zo7LH4YQmqJNWzXEJO_shN4HLfcVLQnj_bk2vvxKAPClDCnarPm6nwQybDuLfjzY4CvEZK9pyauX60mPsVVfPfkR2Blok-fJ2IOjSMoaycQ8IwLARzajggLXX1eT0qoC5gj9r8F9TENAh2SBAcOxiQ1VS744/4rk/mnpDy1f7Sj-20x0pFE7j9w/h22/h001.4iLKz3FXJ1lcO3Kk9NDWG5KkKV-9Nlnd-b9xrE-EY2E" target="_blank" rel="noopener noreferrer nofollow"><span><b>breaks down</b></span></a> what to learn for a $300K AI engineering role and which half of every Python course you can skip. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Insurance Policy:</b> Devs are stockpiling one thing — a local coding model that runs fully offline. Here's the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L7AVy_Xys9MkAM2Op8gdXsa9pRFG7RPettvItXGrMBb_t_E_iQM-E4sUhj3pGcPpUdSPLGl18vtCYNuiz6sR7w_lS7dSMp8RwwQsTzwAvQavmd3TIOPNd_jT0Z1AfNyqPiBLDl14bHrWWE8wL3P1HfCVcmlWD1CxRzb5WFcmiME_9omPo_HxZN72n-81qZLBe1PA5ZXUPU3S7oW8xLAysD9P3oON3FXBQ4Ap_pKOAd5iv0cFLDbdEQaf3-_DTZNUIRByqPGzoSc8Idz2wiZN3_00X_FgKc__mAK_W2HnEieElewTEPDJMhmJX6XVXCM53w/4rk/mnpDy1f7Sj-20x0pFE7j9w/h23/h001.eS3gJrsPdpLRzyrXXmFJIh8JVl9MjO0Po_DsNIRo8Hw" target="_blank" rel="noopener noreferrer nofollow"><span>one to download</span></a> before you ever need it. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Codex On Autopilot:</b> An OpenAI engineer handed Codex an <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.gH5RgZm94rxplfgqHmILHZUK4siktF0rG8GKwe91BWHiZ5SlR2L5lD5dPzccsgzZb3yS6nngceGtIkdRvXdhC5TpqVQaYMNH_AoLGf0mk08LmhYN2dwLF8elaVkXOpy-wHeFGAY-etwfHI1NZOON8BuhRSIaq5Uh7uvi7Wx_L9b9moRnJLfBMPhV3wi0nyG3nyTZlYtN_X6RE5YW-DyRnaA_uQNvLekEgjTqnKecP8kjvRJslPUJ8GByiAKUhul6OlDwX4hE6_KS4MsGYZyYAsJobJYPxX7zmSPUTSDLElVM23-LBAMX-Hm014vZVS6bC9hl6iH5RWY3ASJuHehGRQ/4rk/mnpDy1f7Sj-20x0pFE7j9w/h24/h001.89baI4Rt5b2SW_Heq3xBolxt5DZYqjAvxDIZZcjj5Os" target="_blank" rel="noopener noreferrer nofollow"><span><b>operating loop</b></span></a> instead of code tasks: durable memory, scheduled check-ins, and work that runs itself while he's away. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Cognitive Surrender:</b> Google's Cloud AI Director on what happens when you stop reviewing agent code and <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjz6goHTgVS5y3JjKGccxbLhRH9A9-cQ4E3GXbRn9RGYQhGDWhLmd9uFfAktz_ZvkPWzE2QMeOxrXgN-NrZ217ecoAjLoU0AMaRSFAWQNF6cvUeb2Q1yZgG1PFktaokXpWQY1TtuLIwLQ5pk_uy-jIfuKjXnP-vfj6xHcbfjNAZE-Dk1P6FJS6ZT7Y2Do1Y6N1H54YNnthfZYp8cLpIyDGDWR7l_kFBi3c_Nam46jQK0Q7MCWTHzYub2rYDaxc3rSumfvm36njqZkHmJ_2LUVZIa/4rk/mnpDy1f7Sj-20x0pFE7j9w/h25/h001.PHpanqLhE5xX4T9aKuFWOZSL-VDFcXg6VlrewhvXYc8" target="_blank" rel="noopener noreferrer nofollow"><span>just ship it</span></a> and how the best engineers stay in the loop anyway. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Not Alone:</b> A developer made a video for everyone panicking about getting replaced by AI. Watch the honest take on how to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjy1P2Oc8CMYlq9jLd35zpcyWlGBRlYzQhqu_uNijBrx1uuh9_QYQVRpR1olzrVLsKt7Zom_tdLkBOO6A9w81Fi8H9C87GwvBny2oGCu5u55W0YdfkHEdGHRrQ0GMFhKkRlcykVSxQ7yq9RYL-BEJ75d6QzQsOqAh08ifA3O1Ylf38-VcMWoUXwGmVw_h-2JFMkxRFngSsPsIUTelwkqtit1CSJeEIzOSgNz7mCdYLmJzO0NF3yw62X8YR_l7bLlibRi0oLBGo2s3_zuVqzYuHQJ/4rk/mnpDy1f7Sj-20x0pFE7j9w/h26/h001.qQKtwa0ESr9PawvE7VJuDNeI4-NWsg_qyBXmv8hZ-PE" target="_blank" rel="noopener noreferrer nofollow"><span>stay sane and sharp</span></a>. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>The Harness Wins:</b> Loops get the glory, but the harness does the work. This guide turns Claude Code <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8HqmHTLjTdBZFowMjPs2H5nP4-zUwhfhqMKOgiNBDdRCU4HbB9HyZUeBiAQ-SjrUoiD6Wv-AVlMBFfFepeeD5BRL4QDSnPC1tOlQd-O_6Nb0YuyRhELXuwdmdJxi8qnKNl1G_fuF6ZfeYQcI7qOfCcuxlRFdHeyUsUKQ-TngEg1bjUA8FtUX08LDqNl1g72zI2JO6qmK_5VPSyPjJAZwePHyeEUU3BVgFIagEQcNaNYcwbbPdd_mlPacdcT7DNHyKVNEsA10GTvzMfXJxj5uhxp-nYhiCbqHnWpmlivbUmNmRENagqrAW740J86i7GFnw/4rk/mnpDy1f7Sj-20x0pFE7j9w/h27/h001.EAANhy5lW4RbeIMlbYvnMg39kzLdsfbe4ojC970TlJs" target="_blank" rel="noopener noreferrer nofollow"><span>into a system</span></a></b> that sharpens its own Skills every run. </p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr></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 stop Codex draining your weekly limit</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's Pro capacity boost expired on May 31, meaning you'll hit your limit twice as fast now. Plus, recent model sunsets can lead to unexpected costs. If your pinned model in config.toml is retired, Codex quietly switches to the premium default, billing you at top rates for routine tasks. </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%;"> To fix this, check OpenAI's docs and pin a current <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7DUPRWRdPsaLfmgqOHOTzZ-WD2zURFmeCOcnQ4VPE_LZQCERQBUggc3du84Qs8101Z5UumvSHJhtl5RKTC28yte9Fx9c1D-pwKOjUoKaF_2UYoidKj1iUYykc2718Ulf-L5PB13Wg9dQXEBAnCtGXoCBbKn_GVaQvL2dPReIa8jiELwCzrs97P0IMJfj6uIflhEyFusRBOkDyBjL9kGhz1YaGDwt4Kul0vtUF_mKm1baiEjkjBOvHRSv2kgEu3yUK0VT_WE2J1H6luRTiGOLs7uNbXN1p_aOqwwQDXnmdtGN/4rk/mnpDy1f7Sj-20x0pFE7j9w/h28/h001.hSWZ6Zk90jS_T---2GduHMtmV9nfFPDWRo5NP__weYQ" target="_blank" rel="noopener noreferrer nofollow"><span>lightweight model</span></a> in ~/.codex/config.toml for everyday work: </p></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code><span style="color: #79c0ff">model</span> <span style="color: #c9d1d9">=</span> <span style="color: #a5d6ff">"gpt-5.4-mini"</span></code></pre></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Verify the change by running /model in your session. Since gpt-5.4-mini uses only 30% of the standard gpt-5.4 limit, your routine tasks will last three times longer. Only switch back to the default /model when you need heavy-duty reasoning. </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. 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_32RHszg_rhaHb4bTs0XhZ_BADGKLtH4TvL9aDvRoZ6xg4_TJj4e-1W4fietydieuMNXOySv-K_e9kKEaL87SahHJvh27-FWGCu5YEX_IDqyjQqdSGIiNiMvIBtpswAfvJys6ftcvFeJ6-Ll-NW_MRwpOVy6X2a9WR4Dtmx0AKW0HUTRzjcwFCgfOY9YSJ9hFlud1/4rk/mnpDy1f7Sj-20x0pFE7j9w/h29/h001.MwYVa-I8LPW93JhCzoKmsIKBv7AfZ6wxsElGnXeFSi4" 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/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TOP & TRENDING RESOURCES</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjw4GwSfgfCB5wkeWnMrAZvBjhWotx1wgAbLbVeDW8MBxlEOXSV04GlmEl1fOOyantZqn71pFYY4p_vRtlqWnqhHzmJcDOt0L-4ii-8ptBUZHAFUFQxaW4g1WyJdTlq4-ccrNHbLVAuyXZ5RvgvjPb6DCJOs_My6Egb05pkf-QrOgU7i6VxQ4tQydoOMA3akJoliBD0mOVgcPPAJkfT62naVoW3wpw-b5IRAC3jQDGHNXtqH9p9yfLiulN5BqR1cuD2W0rSNDV2Q9B14rBhWMQfx/4rk/mnpDy1f7Sj-20x0pFE7j9w/h30/h001.EazWp6rqBUpDQpZ_2kpeEqsNMOIzow4sVbZ2Uxq4t-w" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/294ce826-d5d9-4a09-859a-f2d7e0a09f06/Thumbnail__14_.jpg?t=1781679315" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjw4GwSfgfCB5wkeWnMrAZvBjhWotx1wgAbLbVeDW8MBxlEOXSV04GlmEl1fOOyantZqn71pFYY4p_vRtlqWnqhHzmJcDOt0L-4ii-8ptBUZHAFUFQxaW4g1WyJdTlq4-ccrNHbLVAuyXZ5RvgvjPb6DCJOs_My6Egb05pkf-QrOgU7i6VxQ4tQydoOMA3akJoliBD0mOVgcPPAJkfT62naVCftfjBxxyrTY5YyYun0oZjPGFSOkthSkIWzYBIc5jRWrViyonQeu9v2fXjXpaTgh/4rk/mnpDy1f7Sj-20x0pFE7j9w/h31/h001.EMbToJbpLdath04eo0xFEMbBsKYHNBiNWDg6FI5WQuM" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to make evals your new AI product PRD:</b></span></a> You'll learn to use AI coding agents for complex infrastructure and benchmarking tasks. The tutorial also dives into designing solid evaluation systems (or "evals") for AI products. This shifts your focus from just managing code to defining and measuring real product success. </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.AtRzLqL3EQmRcf6rV4XquvnJCqIiwjUXg11VH7soIE5lbeUXOuQPbvE3pkyJxMTenirvd5BeOWjldjfIEsxRVfE0Mt8MgjmhNWG-3mlVSuuUikqX981Ym9RRrnRDy5rwXY0efPlfblxeZE6xpr1xN0nzuTCPBNiP0Sr20vxhlAWsepFq0MwMVkwKyypWDGlC1Wzg4gSai8EVW_ZCMqrbLd6vzV-je1d3a23qAPC_U1hYCgBcVgmPr4d9lmCewS6ajorMY_HVQeo79npDSAvJlT0hkhYQEj9wk2zgWvPYEFM/4rk/mnpDy1f7Sj-20x0pFE7j9w/h32/h001.Pkwy_2fnwzamQHMLgIltKmYVw1Ep1NTXI14zBgMVbWY" target="_blank" rel="noopener noreferrer nofollow"><span><b>Notra:</b></span></a> Turn your team's daily output into ready-to-publish content. It instantly converts PRs, releases, commits, and Linear issues into polished changelogs, blog posts, and social media updates. </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.yBywWjiZ7oCsTrXLmaNhkp7e1vwYx28e5pAqMrJWCqz130-bXYsIMWjq0nyUPvl7wMR7R269p0M_rBtSRuYk7titewAT-2yAOTZIN0qZTChl9fahBJD429k1yWCsEN7qsP9-7fv01RRPX6yNjAY1kCfTNCMNawg7X7VRBBqG0EBY1aOPUV8XlFwpcYtjUrBR30sPlp-S0ARo5fns50LV4cIn3f4kJ0VcQUjoTFE02boCtWoPs7UA-lmcWAt2IGaKoy_WLKI0BNuoCaI3PVPtW3ofVxOwrUYbICHNU-SbF3oKUD1-tB262a_w0azR0DQI/4rk/mnpDy1f7Sj-20x0pFE7j9w/h33/h001.PN9FDz-LW6YYSGljbNPXshu5ZnbnKtK3CMT4A7_7l7M" target="_blank" rel="noopener noreferrer nofollow"><span><b>Ralph for Claude Code</b></span></a><b> (9.4K </b>⭐<b>):</b> This repo enables continuous autonomous development cycles where Claude Code iteratively improves your project until completion, with built-in safeguards to prevent infinite loops and API overuse. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending Paper</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePcLyOjp2A_mntoODbXyevohEA4Ph0uq5QUK4R8eTwUmdb4K7jWLZXsDj88vXwPOuC6gMy8YcopiW0uIE22yJ21ZMZbcqY7XNzD6F7bddY53aIHBMVoHw4hdDjF_RkYULkel1FU0FF4-ejzrsRUa1DEE1L2RQhjXgq2G2p5OHSDdmulhFqcSu3LpbHvAjt06Dg2Iu3j-k_fqAHLwtIyfFQz9T2F5ghxT9-PZRcpoBLA8zmUKlobJxKrxPEqHsJPHJZwFo44UOomvKKL8-VkZGaKjcU0Yl7esHbTd35vH-TBqeIl_JQ7SkoywXMvJpCkPw6A/4rk/mnpDy1f7Sj-20x0pFE7j9w/h34/h001.rU9Oqoo7YFBvy2Tic-FimoV-5H7iW-3FYUM7nEJhgOk" target="_blank" rel="noopener noreferrer nofollow"><span><b>How do teams get agents into production:</b></span></a> Scaling AI agents usually gets bogged down by infrastructure headaches, not the models themselves. By separating an agent's reasoning from its execution environment, you can cut down on latency while keeping your credentials locked down and secure. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>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:rgb(255, 255, 255);"><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 this <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwDeJQLxqX7MIiuDb0g_RQVTDCcAz0iCXyRr3gzoiLhQblW2ulsPA4Z7Yv5C5ltN3ZnvSQkiEXT0GM5d1GmDrCubQpsoa1KC1TUpmqOvxNzbrHQqVmq58NRXABvIMtHbcf-vXg-AbQohnPIxIxF7-vffOJ3TFWXWu7FU-lUfkyQVl8UM-_ogP95t7kkTwfHeNhHBQk86RNywEH4xIhbERE5Ruh4RhGL53xG9ygzmsDkuQtOcrIEnma_idmz9X8F2JUvtKQhdxt37I4Go7T7iFee/4rk/mnpDy1f7Sj-20x0pFE7j9w/h35/h001.WgpADG2JzZtTCKkGcaAoHyI1Xx-jo8cNwvfvoX7vw3g" target="_blank" rel="noopener noreferrer nofollow"><span>tutorial</span></a> on how to do spec-driven development with Claude Code. </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. 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Follow image link: (https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06)
Caption:
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**Welcome back.** SpaceX went public five days ago in the largest IPO ever. Its first move out of the gate was buying Cursor, the coding startup that spent months renting GPUs from OpenAI and Anthropic — the same rivals it was trying to beat. We break down what the deal means for your stack in today’s insight section.
**Also:** How to give your Skills a self-improvement loop, the one local model to download for AI coding, and an Amazon engineer explains how to land a $300K AI role.
--------------------
### **Today’s Insights**
* Powerful new updates and hacks for devs
* The breakdown of Cursor's $60B SpaceX bet
* How to stop Codex draining your weekly limit
* Trending social posts, top repos, and more
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##### **TODAY IN PROGRAMMING**
--------------------
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Follow image link: (https://x.com/Zai_org/status/2066938937344495629)
Caption: Click here to see Z.ai GLM-5.2’s full benchmarks.
--------------------
**Z.ai drops an open model built for long-horizon coding:** The Chinese AI lab just unveiled [**GLM-5.2**](https://z.ai/blog/glm-5.2), a flagship coding model with a one-million-token context window that stays reliable during long, complex agent sessions. It integrates with Claude Code, ZCode, and OpenCode, with adjustable thinking effort to balance speed and cost. The MIT-licensed weights run locally, and the lab calls it the strongest open-source coding model yet. [Download the weights.](https://huggingface.co/zai-org/GLM-5.2)
**Google ships Android 17 to showcase its newest AI:** The search giant just rolled out the final build of its [**latest OS**](https://techcrunch.com/2026/06/16/android-17-launches-with-new-multitasking-tools-as-google-expands-gemini-features/), along with Wear OS 7, using both to push its freshest models to Pixel owners. Gemini Omni can now handle video edits right in the chat, while Lyria 3 generates music from just text or images. On top of that, a new bubble bar makes jumping between different apps way faster.
**Microsoft eyes a Chinese model to cut Copilot costs:** The software giant is reportedly weighing a self-hosted, fine-tuned version of DeepSeek V4 [to lower costs](https://www.axios.com/2026/06/16/microsoft-copilot-cowork-tokenmaxxing-cowork) for its enterprise AI agent, Copilot Cowork. This comes as the company shifts to usage-based pricing after seeing bills skyrocket from power users running hundreds of tasks a week. If this goes through, the model would be an optional choice running on Azure, ensuring all data stays within Microsoft's cloud.
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##### **PRESENTED BY IBM**
## [From vibe coding to agentic engineering](https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06)
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Follow image link: (https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06)
Caption:
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Vibe coding made it easy to explore what AI can do in development, but production
work asks for more control. [Agentic engineering](https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06) builds on that foundation by placing AI within [structured, accountable workflows](https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06). Developers stay involved at every step, reviewing outputs and guiding decisions. This shift supports everyday tasks while adding consistency, traceability and governance. It reflects how teams need to build, ship and maintain software today.
[**See how teams are doing it**](https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06)
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##### **INSIGHT**
## **Cursor just hitched its fate to Musk's rocket ship. Here's what it means for your stack:**
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Caption: Source: The Code, Superhuman
--------------------
**How it began.** SpaceX just agreed to buy Cursor in an all-stock deal worth $60 billion, expected to close in Q3. Business Insider did a [profile](https://www.businessinsider.com/cursor-ceo-michael-truell-spacex-elon-musk-anthropic-2026-6) and found that Cursor once drove nearly half of Anthropic's revenue. The relationship soured when Anthropic shipped Claude Code to compete for the same market. Now the fastest-growing startup in the AI coding space is tying its future to Elon Musk.
**The Anthropic squeeze.** Anthropic reportedly told Cursor that Claude Code was only a research project. Then it launched anyway. Its run rate climbed to $2.5 billion, past Cursor's $2 billion, and developers started churning. Fearing they'd be cut off next like [Windsurf](https://techcrunch.com/2025/06/05/anthropic-co-founder-on-cutting-access-to-windsurf-it-would-be-odd-for-us-to-sell-claude-to-openai), CEO Michael Truell called an emergency all-hands on January 5 and ordered the team to build their own model.
**Bring your keys.** Cursor just felt what supplier lock-in costs and is building its way out. You don't get that exit. You can wire in your own Claude or GPT key, but it only powers the standard models. Cursor's signature features, Tab autocomplete and the apply step, run on Cursor's [own models](https://cursor.com/help/models-and-usage/api-keys) and ignore your key entirely. So you own the commodity layer and rent the part that makes Cursor feel like Cursor. Once SpaceX takes over, that part answers to Musk.
**Own your exit.** If you stay all-in, you're basically stuck wherever Musk decides to take you. If you wait to leave, you'll be stuck with a messy mid-project migration. The safer bet is to keep your editor and your model separate. Tools like Cline, Continue, or Kilo work with your own keys right inside [the IDE](https://kilo.ai/articles/ai-coding-assistant-buyers-guide) you already use, and they have a gateway that makes swapping models as easy as a simple config change.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### **PRESENTED BY UNBLOCKED**
## [[Webinar] Your agents are missing context. Here's how to fix "You're absolutely right!"](https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06)
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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/10309bad-53ef-4714-b2d0-c6dc8f1f8fea/1280_x_720_-_Jun_24_webinar.jpg?t=1781636740)
Follow image link: (https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06)
Caption:
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AI shows up in 60% of engineering work. Only about a fifth of it can be handed off without someone babysitting the output. That’s because agents are still missing the context you have. [Join live June 24 (FREE)](https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06) to find out how teams pulling ahead are using a context layer to level up.
[**Register Now**](https://www.ibm.com/think/topics/agentic-engineering?utm_content=PVLWW&p1=Display&p2=447719656&p3=247627917&utm_term=30A06)
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the day.
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* **Self-Healing Skills:** Warp's founder [built a setup](https://x.com/zachlloydtweets/status/2066908445425496348) where a Skill watches its own mistakes, takes feedback, and ships a diff to fix itself (1.8K bookmarks).
* **What Labs Want:** Google DeepMind's pre-training lead names the two skills frontier labs are desperate for [right now](https://x.com/Hesamation/status/2066666902257066250). Neither is prompt engineering, and both go low-level.
* **Skip Half the Course:** A Twitch senior applied scientist [**breaks down**](https://www.youtube.com/watch?v=otBkgSZr0no) what to learn for a $300K AI engineering role and which half of every Python course you can skip.
* **Insurance Policy:** Devs are stockpiling one thing — a local coding model that runs fully offline. Here's the [one to download](https://x.com/DataChaz/status/2066526796858978304) before you ever need it.
* **Codex On Autopilot:** An OpenAI engineer handed Codex an [**operating loop**](https://jxnl.co/writing/2026/05/10/codex-maxxing/#memory) instead of code tasks: durable memory, scheduled check-ins, and work that runs itself while he's away.
* **Cognitive Surrender:** Google's Cloud AI Director on what happens when you stop reviewing agent code and [just ship it](https://www.youtube.com/watch?v=jYvNSLQ_Qio) and how the best engineers stay in the loop anyway.
* **Not Alone:** A developer made a video for everyone panicking about getting replaced by AI. Watch the honest take on how to [stay sane and sharp](https://www.youtube.com/watch?v=9Zbi3pD7EBs).
* **The Harness Wins:** Loops get the glory, but the harness does the work. This guide turns Claude Code **[into a system](https://x.com/0xCodez/status/2066867539305459732)** that sharpens its own Skills every run.
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##### **AI CODING HACK**
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## **How to stop Codex draining your weekly limit**
Codex's Pro capacity boost expired on May 31, meaning you'll hit your limit twice as fast now. Plus, recent model sunsets can lead to unexpected costs. If your pinned model in config.toml is retired, Codex quietly switches to the premium default, billing you at top rates for routine tasks.
To fix this, check OpenAI's docs and pin a current [lightweight model](https://developers.openai.com/codex/models) in ~/.codex/config.toml for everyday work:
```
model = "gpt-5.4-mini"
```
Verify the change by running /model in your session. Since gpt-5.4-mini uses only 30% of the standard gpt-5.4 limit, your routine tasks will last three times longer. Only switch back to the default /model when you need heavy-duty reasoning.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
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##### **TOP & TRENDING RESOURCES**
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Follow image link: (https://www.youtube.com/watch?v=QE_1hRLsehM)
Caption: Click here to watch the tutorial.
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### **Top Tutorial**
[**How to make evals your new AI product PRD:**](https://www.youtube.com/watch?v=QE_1hRLsehM) You'll learn to use AI coding agents for complex infrastructure and benchmarking tasks. The tutorial also dives into designing solid evaluation systems (or "evals") for AI products. This shifts your focus from just managing code to defining and measuring real product success.
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### **Top Tool**
[**Notra:**](https://www.usenotra.com) Turn your team's daily output into ready-to-publish content. It instantly converts PRs, releases, commits, and Linear issues into polished changelogs, blog posts, and social media updates.
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### **Top Repo**
[**Ralph for Claude Code**](https://github.com/frankbria/ralph-claude-code)** (9.4K **⭐**):** This repo enables continuous autonomous development cycles where Claude Code iteratively improves your project until completion, with built-in safeguards to prevent infinite loops and API overuse.
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### **Trending Paper**
[**How do teams get agents into production:**](https://claude.com/blog/building-with-claude-managed-agents) Scaling AI agents usually gets bogged down by infrastructure headaches, not the models themselves. By separating an agent's reasoning from its execution environment, you can cut down on latency while keeping your credentials locked down and secure.
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##### **IN CASE YOU MISSED IT**
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### ==**Our most-clicked story from yesterday**==
Check out this [tutorial](https://www.youtube.com/watch?v=FpBYgYyU-SE) on how to do spec-driven development with Claude Code.
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==**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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