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From: "The Code" <thecode@...
To: [email protected]
Date: Tue, 23 Jun 2026 14:05:56 GMT
Subject: ⚡ Google takes the hit in AI's talent war
To: [email protected]
Date: Tue, 23 Jun 2026 14:05:56 GMT
Subject: ⚡ Google takes the hit in AI's talent war
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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: The complete AI security course  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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 23, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9sj-LDpVv_wzU9EuObuaaqWMdmLnM8pipZwVzrfwVfriaHoIh5_n98WEN6D-_FqycRVDQqqY9c45-r-hFkghGGczUTI34rsenx83vSEZkUhuhk26-WQjuyCFUxoYCGdamZ9c8vtMhi4CgbvOWF3pbjmlle7uXL7DAbRuA2FhxY0oHeSQE3-MJbBCssCTp1Y7vEOjHzptAxWehDJoo8iyEeBuS89MmiH-aK9yymSklC0Cohau4X0pBKk-7RAmEFXpSbZVAZ3Y-LUv9jm7kyTmdxMlEEBiTir6BOUYrQBdQefgEW9LXcXHeG4n35wIfUKNSya6F1uNYvSN3BOI57nKJ939DZInLM7AUpvxRpTdn2o6x-alwGjgMNOQ8Dz0MQksQGIOpYc9A8mf_OW2ywIdN7zatxoas5jhFjHzJVbDfnH7YE0Yzibk6YsD_ica6DcaLA-0t2LI3q8zAIX3RmCWsrGLH6Xf7Bchrry6lpbDq7OJOLa5Cq5SE09bOF-_M4KBVnr8JdyRdV7_UTVUwXmazdkSq5q9uO8SMY2I5ZBi9OFu-6jsJdnc0LNil1gHO2p0GjZLALb8pSeSk6Mon98NBkTDYdHTcI275c_jM36lL_67Eg1lJMCMrI8CosAjNwQAbrSp5TIHBZ0U2nvL_JVySvWMY-0sdtonqShwgT9L0_AAYqg2GEAbcbc5XbrZtwWQbavoq-nXxyz9Nl1CA21kKnvZwQwqBHy0cfypQrwd9tiG0VYs_wtuxJ801K4Y4mI4NU6Lcin4FVOyk1U-oUm4nw4/4rq/I71kn065QiSNCL5kCos8pA/h0/h001.drMy9aCC4fPTD9Fw71zHEvXCfW3GQZwVK-HG1MvLYsA">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/4rq/I71kn065QiSNCL5kCos8pA/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/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIu-GDRHy17gkwvf6_F9PGVlJ3KAp_leV20r669Is0KhmW5flxfmhkXMgDFp0nK3sxzq2cQTgH2oSalqzLAiL42KsnGeKuHRxeBfXHDVepDJ0By9-bbrsOubR0Hn19_N81oAkE2qSRY54i40OeCkawDDQ/4rq/I71kn065QiSNCL5kCos8pA/h1/h001.2L3PATLbWec3FTIufzzxG7ANDV2Ggg7LDNJ-yCGYg8s" 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/4d9fadb0-2742-4e14-bcda-40f8ba3833bf/Group_Wispr__4_.jpg?t=1782144540" 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> Google is feeling the heat in the talent wars. In just 48 hours, they lost two titans. Transformer co-inventor Noam Shazeer headed to OpenAI on Thursday, and Nobel laureate John Jumper left for Anthropic just a day later. Now, the stock is tumbling toward its biggest single-day <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_K_tDMdF3IJehCov1DW5pAs4f2ejgJw27KiZiBbONWQqjgaDRtlPsq_i5GrfYL8zQhiXCwJ1pJA64HyWmIVIFvyV6mRfJsAq_ICZlX1xp5FF4RXTSt4InXWQqpL9GKI4wU8tzSogR5LupGOKh3OrsUVsjRh7CmenJZUIop3IMV-bCFUu-RP82oEJXhDecjQZuBUg2bc2JwepswmwGkEsH4fof01_XdxIiSVVUL38rVa-fApQQrBcx-nXfNOxdtRp25WEMyHh38AlEk1eoSZh4MGXzeLxoVzmRmL7Qk7jOoP/4rq/I71kn065QiSNCL5kCos8pA/h2/h001.dKeCxLqjOxCOVuZ4lzGNQ9GE4HIZrZZ4QZqjHa9m-I0" target="_blank" rel="noopener noreferrer nofollow"><span>drop</span></a> in a year. </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 make Codex catch its own bugs with one loop, keep your Claude Code context clean with subagents, and use Vercel’s framework to define an agent with .md files. </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>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_0gOXDT9L8rcbUn-mre-a4Sv76xSCoE7D6AeJoIYgkhFFnhWHLWnyLvLdJHLedAEWPQWWuJu1qwnSfMCxaNxxm6_qxWn4w-NSDCFsrdbp-Pnl1lEEIiHjqojoV1gAul-SPHyvc2aATU4UzMxYfdBoeBO4vpp1UbvTbNUSqXUgXdSQC9EA14FPb_j7wZvGmj3OfodbK94KLsI58yRZa3xW7Fr12q1lUlj7Dtu9xrtwOubHn8UNupMbL52U5MLK-a1-3MA1m2L-whCJUcM-ballFY33loHhps/4rq/I71kn065QiSNCL5kCos8pA/h3/h001.RtG_He4p2Op54gEMO-I8NjMv40XJPZeWaRGz6fk8mWY" 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/fba2980e-c802-4f80-8b76-b5e6f725d3b6/Frame_1000003546.jpg?t=1782203454" 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 GPT-5.5-Cyber’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>OpenAI hands security teams an AI that fixes vulnerabilities it finds:</b> The ChatGPT maker just expanded <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g-bQKFAHvK0_DHac38oXrifGET-RgN6QSyh3JvlVLZnzgY9uVHhRBUQeoWjAq4fh_wy--EHMwySiQ2KolVmPS765beBmRfyQIyuSAfRGbWFZqImkHFl22vzv6gVxinhe-aTxfO_2IwP5qBOdT6xoDMrM4wHSInAnRuaaJV8Tn_k0cfSLedp1JIStm9UDJVtadc3l6d-_aTZskBK7-KwJ-UhaYSpv1BI-tCA-zzcxEkDGggBhF_eAekECSSTq3aBXwEBBya56B8R22bfQ6RrPHMr/4rq/I71kn065QiSNCL5kCos8pA/h4/h001.KOIIEK5AHGTcnwQ0wCEa8GexgfB67ijG1Dueo_Lkkys" target="_blank" rel="noopener noreferrer nofollow"><span>Daybreak</span></a>, its push to patch vulnerable software at scale. They’ve updated the Codex plugin so teams can scan code, validate findings from other tools, and auto-generate patches to clear backlogs. They also rolled out GPT-5.5-Cyber to vetted defenders, claiming the model hit 85.6% on the CyberGym benchmark, beating out the standard GPT-5.5. </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>Stripe debuts a search engine for autonomous agents:</b> The payments giant just opened <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7K98tiWEuqkI_NLCgnbQODmoYY1EG1GU90zlwY5JNnKbVdAfF-E1UoN7AUtNciWYeEkPm44YM6aQ9pIdzEA04nrV0VaiQnV2kxehzBPJOQd97fTN0aEj09n4jRjhbJE6zXb8_iO8TPLnDYetMM5coxSzwQwmYclw_dSNOqvGbjGfrt6xZTETAmTre4EiCnMOkNtS-uq4LRDrTtq_iammsvcZGGbQNGHk8MAq19IB9qhv-CWQHb0RCx7cVRo2G99rsw/4rq/I71kn065QiSNCL5kCos8pA/h5/h001.poti1SAMKwapNC2EIvRl_u0UKqaDlaoQ5IGr9qU77pw" target="_blank" rel="noopener noreferrer nofollow"><span><b>Directory</b></span></a> in public preview, allowing both developers and AI agents to find businesses across its network. With a single terminal command, you can pull up apps, infrastructure providers, and pay-per-call APIs as machine-readable data. From there, an agent can evaluate the options and handle the integration entirely on its own. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Cursor makes its biggest push yet for autonomous coding:</b> The AI coding startup just previewed <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyG2heOTpmVxJmXrtYmOCpDfqFpvwZp_j_OBN4QRmBUu4pCu863oH2M27mOUkc-IUd69n1y-XWWisGYO2FtahHBsJupyS_b4mwTrO_uTt4We35JPF0MfrhCUxUysHWsroxLweOuW9_V2JSUtxZdwtUQ0gOVpBed4VUfF4ttS5MVOMrA-v8Fa4z69-ZPEXcJZ9zOpBV03wGeXE7V8DjyoLVjKTTiWoi04dia450TB4fhFHyT7H6k_v78xgRcqCf2Z20/4rq/I71kn065QiSNCL5kCos8pA/h6/h001.oSEnL03aXkHWpIi5rcLP-zg1qceTJD7Li_q3bE5vwus" target="_blank" rel="noopener noreferrer nofollow"><span>three drops</span></a> for developers at its first Compile keynote. Cloud agents now run in their own virtual machines, clicking through UIs and shipping merge-ready PRs. There's also a new iOS app so you can keep an eye on them and clear any blockers on the go. And it teased Origin, Git infrastructure rebuilt so thousands of agents can push code without drowning humans in merge conflicts. </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 WISPR</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-size:24px;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIu-GDRHy17gkwvf6_F9PGVlJ3KAp_leV20r669Is0KhmW5flxfmhkXMgDFp0nK3sxzq2cQTgH2oSalqzLAiL42KkV0LM6aRFlWqYYsRiKOcgFglvIccKjBUpt3pHwqAEWidarinlxqnJIE2lbxCUgCZA/4rq/I71kn065QiSNCL5kCos8pA/h7/h001.QXIAMCA5_VmmITo-V-kgmabh3Qq4dvI5GvLyRcHwGQs" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: rgb(53, 147, 255);"><span style="color: rgb(53, 147, 255);">Cursor for code. Claude for thinking. What about input?</span></a></b></span></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIu-GDRHy17gkwvf6_F9PGVlJ3KAp_leV20r669Is0KhmW5flxfmhkXMgDFp0nK3sxzq2cQTgH2oSalqzLAiL42KndrO6pHGKuHQ9qUTcM_Cplh085agxQcyOR4cOzA0s0SkOVShj39yCj641_BzYLeHA/4rq/I71kn065QiSNCL5kCos8pA/h8/h001.vu5edgSKHhHKNZWR44_eblOQJwCO42dkgRTtM9reQ84" 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/7ab7d4be-90fd-4d0d-a6e9-420910eceb90/Stats_Graphic_V2__1___1___1_.jpg?t=1782144623" 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%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-size:16px;">Your dev stack got an AI upgrade everywhere except the input layer. You're still typing every prompt, every ticket, every review comment by hand.</span></span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIu-GDRHy17gkwvf6_F9PGVlJ3KAp_leV20r669Is0KhmW5flxfmhkXMgDFp0nK3sxzq2cQTgH2oSalqzLAiL42Kk_1ezt1CumX8Aa6GAVtgSbCTmnsJEKG5dLc2IqI67gESPJqn7eUoIgS-mhiEKEXEg/4rq/I71kn065QiSNCL5kCos8pA/h9/h001.OJRdo7Zi9Or2P0EdUK44wffI_RDN90j2FTmPBdxKiVs" target="_blank" rel="noopener noreferrer nofollow"><span><b>Wispr Flow</b></span></a></span></span><span style="background-color:rgb(255, 255, 255);"><span style="font-size:16px;"> closes that gap. Dictate into Cursor, VS Code, Slack, Linear, or anywhere else you work. It's syntax-aware: camelCase, snake_case, acronyms, and file names all come through clean. Mention a file in Cursor or Windsurf, and it auto-tags.</span></span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIu-GDRHy17gkwvf6_F9PGVlJ3KAp_leV20r669Is0KhmW5flxfmhkXMgDFp0nK3sxzq2cQTgH2oSalqzLAiL42KpaaLAGhlExrdVE6BbJChUibpNiTB8nda7z1fuZI3dwyZMDoriAkwDUZvEj1Z0RRVg/4rq/I71kn065QiSNCL5kCos8pA/h10/h001.jipceK3LdvAxlbfK0m7vbBUx5uVBjO0thC6bzhVr7XY" target="_blank" rel="noopener noreferrer nofollow"><span><b>It's the voice layer for an AI-native workflow</b></span></a></span></span><span style="background-color:rgb(255, 255, 255);"><span style="font-size:16px;">. Speak your intent. Your tools do the rest.</span></span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-size:16px;">Available on Mac, Windows, iPhone, and Android. Used by millions of developers, including teams at OpenAI and Mercury.</span></span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIu-GDRHy17gkwvf6_F9PGVlJ3KAp_leV20r669Is0KhmW5flxfmhkXMgDFp0nK3sxzq2cQTgH2oSalqzLAiL42KvIHSA2Kl8JckW2GBMbrmdSEO-_nEoy2v-8dMzUXDz2cgm45KKyWIho5NR_3ABUBpQ/4rq/I71kn065QiSNCL5kCos8pA/h11/h001.1qgYysm5P-0aMfz7Ol7fhrp5r_seFT6_DKcgv_pZHcc" target="_blank" rel="noopener noreferrer nofollow"><span><b>Try free</b></span></a></span></span></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/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>Stop paying top dollar for every coding task. GLM-5.2 has changed the math:</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/dd7545b8-bd2f-441a-bd22-0c846ceb294f/superhumanteam_a_software_engineering_team_working_on_buildin_4b142056-afb7-4181-ae85-273b35cd7c52_2.jpg?t=1782203503" 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>Open models have caught up.</b> For two years, open models have been chasing closed ones, but never gotten close enough to actually replacing them. GLM-5.2 appears to have finally closed that gap. Z.ai dropped the model with a 1M-token context window, and leading engineers took notice. </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%;"> Nathan Lambert, the open-model researcher at Ai2, called it the first open-weight model that feels <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurmAMDGcpbrmr_unuMv3KytyRblgEifz913c2nmFZ5lFBJTpXyNF2OQ4zoiWodJqc22XzHVA7UfdnBsdQ-6PU113YsuZRUVWRIaZNrl61odXlsALXhk2l-LQRNRAJDKSYAZMueTXsGAPaWl-v_GANj80TvNQvc2QB509Ted7MqpO1WDaExyTbNoziqju9m6zWQqhidtMOaDzYNs2_pASPau8P3M4erj5HSiU1tQBQbSgjA7djW8dFrs0ROMjow7dmoGbEHJYV9KmdVjOzQn5qJr9TVC5SxnCePLHuFgQgQrF/4rq/I71kn065QiSNCL5kCos8pA/h12/h001.M5I7PzJ7juDOGe3PX2LAQjO261YrDPf458vF7CtO9a8" target="_blank" rel="noopener noreferrer nofollow"><span>natural</span></a></b> in a coding setup. And many developers are ranking it on par with Opus 4.8 and GPT-5.5 — the first time an open model has passed the vibe check with developers. </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>Don't cancel the flagship.</b> It's tempting to call this a win for open source and ditch the pricey Claude Code subscription. But that misses the point: heavy lifting still happens at the frontier. On Artificial Analysis's <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquqD-2OdlO6Q6R44RzKF2H2rCQulweWWGBu2x1ho1wRBlLuZ-nJbhfe9FSf4dbHdrtpscB56ZzpuYgeoY7dhhr9Oo7glRMDg4E5QL377P5KHDLI8BJcIbgw8pNRvgWNIB3m87ID42WjVElCQjAG-Lu-SJ2WAbHX-dHyS4c2J_pI3VcBCW5hczfyv8B-Aq8hdpfZuzggCw5nT0PRPW5AMSKyMbzbDGHIl5UxJ1GIL98kw7Jte3zdgImJqH_e1P8hfqtHIt_bOa9b1lHvQV_E_MgdcZX7ZQr7H2dCAcMZoM38BI/4rq/I71kn065QiSNCL5kCos8pA/h13/h001.pnt2GlVTa9IVZxCb6KDw23RLf29Lr-dYhyz3tb4YBAM" target="_blank" rel="noopener noreferrer nofollow"><span>AA-Briefcase test</span></a> for multi-week projects, GLM-5.2 trails both Opus 4.8 and Claude Fable 5, and even the best model nailed every part of a task only 3% of the time. Those long, messy projects are exactly why frontier intelligence is still worth the premium. </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>Price moved the burden.</b> What changed is the math, not the ranking. GLM-5.2 runs at a fraction of the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0ielihvD-5Sd1EZZb5BrovDbnK05aBm7al3_jFJnMb8C67gNUL5S3Y5k7_aEFKhcmQTmK6U-vIzSx2STNWpq_4Pl1eA7ZuiomTuUs7rYLJzvIyGIbpbjIEWuCaEPqAeZ3xtE4s6CVZghiSBomwELokADQG00fwsssDGsNm3NY4An16luMRTy-kgNkGQsUeYYAB2Hty-eOgsP4pd105GfgJPPWsb1dKXpNEbzTU_BpemA2Jyn6wWHPr5JflNlFUeASOqKxXQHQqPq2-8sZ0aDuEY/4rq/I71kn065QiSNCL5kCos8pA/h14/h001.4uEi8Uhovv2y1aeq2l00pJGDkM2LAeek4ugMCL4Bc58" target="_blank" rel="noopener noreferrer nofollow"><span>per-token cost</span></a> of GPT-5.5 or Opus, so the same coding work is far cheaper than a month ago. The default didn't break. Frontier models must now justify their cost for lower ranking tasks. The real question isn't which model is best, but which tasks actually require the best. </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>Route, don't switch.</b> Send the deep reasoning and multi-step work to the frontier model. And send the routine, well-defined tasks to GLM-5.2. You don't need a new tool to make it happen, because GLM-5.2 runs inside Claude Code. You can refer to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyOd6pglNxnJGYCViuUujVHZCiJdPuGXbHh-DiMf4bGBc5xQp_M3ffesO64im5W8fA8fN0_DQ9cliXPEGRepjoCRlsDp596pML-1dYoODewhME5tB4U-AecEd2dFhv7jDzehq272KHD51hHhFuF_9-9XuS0UfQ40Zf3FpNWRM65kKSoNN6g22CfyUwqjjT4o6XQXqrsgVLGeldZ4pq7_k3zJCNPIcLzXMzaqC13nJTGXNzlVftUqnQ8q_XjU7_UDefY8_vi9s49MgDhsQVjsofDJZQERWkS2vk3WJro43G9J/4rq/I71kn065QiSNCL5kCos8pA/h15/h001.lbeGJD_Tn6rgOU6rwVRWsh7DABLvc1H15V3DAZ1C9OU" target="_blank" rel="noopener noreferrer nofollow"><span>this guide</span></a> from Baseten engineer Alex Ker to get started. Whoever nails that routing first gets to ship considerably cheaper without sacrificing any performance at the top end. </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 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_xSSSRU3XkyGuTYIylstnjvrqCUUNWhLslY4dOgVzENovQOXg2eN6cHbZEjqLQ5ze5rnVz9nb8lp73j3oZASzo6S1EzQAvz5hfXGTHpu58x5tslLf5Kf89lIYva4dMJkX_mAahT60D6FYhCvx0aNJpkSsNeDh7AX906xFbscup62DE0ZH2iAG6s3rGclv8euwUXbDiDM8ZovjYhR2vuNGwHcOwjF23VA7wYTmm9Fk9RSU646bemGv2HsmzYWGTnten9yB3LRGpkacRZNxXYSYMbiyxnAtYiFqMjmrJVJF-RDWIeOPiSlRsSTtd8x7z1A0g-UVNyuO_zmC0k_EHtUkLhI6uLh6Mmi2GTIb8cDxg_i5I80U63CfFpQCqlZUimUqie-BIA1QmxGNGg/4rq/I71kn065QiSNCL5kCos8pA/h16/h001.sW-o0YZtBbPMYPahnVUzH0NiV_Pa0wcOET0r_imAUE4" target="_blank" rel="noopener noreferrer nofollow"><span>What do you fund when ROI isn’t clear?</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_xSSSRU3XkyGuTYIylstnjvrqCUUNWhLslY4dOgVzENovQOXg2eN6cHbZEjqLQ5ze5rnVz9nb8lp73j3oZASzo6S1EzQAvz5hfXGTHpu58x5tslLf5Kf89lIYva4dMJkX_mAahT60D6FYhCvx0aNJpkSsNeDh7AX906xFbscup62DE0ZH2iAG6s3rGclv8euwUXbDiDM8ZovjYhR2vuNGwHcOwjF23VA7wYTmm9Fk9RSU646bemGv2HsmzYWGTnten9yB3LRGpkacRZNxXYSYMbiyxnAtYiFqMjmrJVJF-RDWIeOPiSlRsSTtZlSdORJcr-iFqpxBnpMhurgG2-OQjQJ_smxt9iXqrHBRIt-xx35cEJobjme9EfHrEK-0_oJ4vzHJ90yFtU9s5I/4rq/I71kn065QiSNCL5kCos8pA/h17/h001.ss9AJTwHleucjVvO7g296hJ3mAOIxhwclJ6tigu3coU" 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/75664f4e-db4f-43a4-8bc0-f0411866d6dc/6.23_Superhuman_Newsletter__1___1_.jpg?t=1782157770" 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 isn’t about ROI—yet. It’s a positioning move. It reshapes how work happens, how value is generated and how advantage accumulates. The CFO’s job isn’t defending AI spend. It’s making the cost of delay visible in financial terms. AI fails when companies hesitate. With <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYIylstnjvrqCUUNWhLslY4dOgVzENovQOXg2eN6cHbZEjqLQ5ze5rnVz9nb8lp73j3oZASzo6S1EzQAvz5hfXGTHpu58x5tslLf5Kf89lIYva4dMJkX_mAahT60D6FYhCvx0aNJpkSsNeDh7AX906xFbscup62DE0ZH2iAG6s3rGclv8euwUXbDiDM8ZovjYhR2vuNGwHcOwjF23VA7wYTmm9Fk9RSU646bemGv2HsmzYWGTnten9yB3LRGpkacRZNxXYSYMbiyxnAtYiFqMjmrJVJF-RDWIeOPiSlRsSTtWKBU4t69G7WPtGkvo29rS1Pkq6RTo_CsqXs4j-hUQ-QGQ8rJKAK3w79ukOvOhCUJuEqpxnUwYa1Ix93oJkNhTw/4rq/I71kn065QiSNCL5kCos8pA/h18/h001.lFMpfaGFB0SySSaaiBVrskrOkPH6NFoV_O2qkfsDEQ0" target="_blank" rel="noopener noreferrer nofollow"><span>55% of executives tying future advantage to execution speed</span></a>, waiting is the risk. Finance can set the pace—if it shifts: </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;"> From explaining variance to designing financial systems </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> From control to conditions for experimentation </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> From oversight to scaling AI with the C-suite </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquntVjHmY_xSSSRU3XkyGuTYIylstnjvrqCUUNWhLslY4dOgVzENovQOXg2eN6cHbZEjqLQ5ze5rnVz9nb8lp73j3oZASzo6S1EzQAvz5hfXGTHpu58x5tslLf5Kf89lIYva4dMJkX_mAahT60D6FYhCvx0aNJpkSsNeDh7AX906xFbscup62DE0ZH2iAG6s3rGclv8euwUXbDiDM8ZovjYhR2vuNGwHcOwjF23VA7wYTmm9Fk9RSU646bemGv2HsmzYWGTnten9yB3LRGpkacRZNxXYSYMbiyxnAtYiFqMjmrJVJF-RDWIeOPiSlRsSTtQx99448mOCSYCOf8n5bU6REI_8XoB6EM2cMLcqw_yfMCLISJphcrvbLoG1-sQAsXfm2ESZAsbEui3hNd19x1is/4rq/I71kn065QiSNCL5kCos8pA/h19/h001.aFCwff_NkMGO9irlQVfvSdr4_iKrn9eHanmgcUBaWdM" target="_blank" rel="noopener noreferrer nofollow"><span>Read more in ‘Go big or get left behind’</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/0611f2dd-f895-4836-a485-fce02e297ee6/CleanShot_2026-06-23_at_13.47.07_2x.jpg?t=1782202705" 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>Subagent Setup:</b> Thirty minutes in, your context drowns under 80k tokens of tool-call noise. This guide shows how to fork <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9rqb_A7Vc5Jhbwg7I9lRFV35p1TC2DA68i1jMGTzOoUhIVUbCPeTiyP2vE9iP6tJBennXd1oidWjcFTZ2EduUp-MbjuD5atgWVpd0m3AlZyciK20dD2C_w4Wodcgo0xRE3hXu3Gh6t6Bl0Nh-30UyQ6nPmPMj_soc_ycU7aB3LfPlvvL8aixDDTCXzx2EtZ6NiDyZBUdr2Z7ODy0WF5VJy1cF7eehXQQV1P_iRnXnCQSYQZOESpVs9oPqHKVTSMLx8bHcpJ2pkQuvvQ_CmMyeKb1yawbad0XJ9PnpvSS1al/4rq/I71kn065QiSNCL5kCos8pA/h20/h001.fWjskxfR8AUKSBOqms2lDI0D2TBy0CLZu4frHWBUrKY" target="_blank" rel="noopener noreferrer nofollow"><span>your context</span></a> to keep it cheap. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>SSD Killer:</b> Codex secretly writes diagnostic logs to your disk 24/7, eating your drive's write limit. Here’s one <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-vBkGFSNKq4g0ll_STjuHYALIXw06w7JHSDqokUullMu1fbhYQml9InKyT9ABsdHF5RJq_iK_GbtPe3cpV2fxtB4xC-a3cKhND46sa83RVHPW4NmUuxFiBojqjf-8AKpPcWj8cHSb-e07nPgxcquEnAGljOx7PRwnar6Q0afJdBxTmVfuUM-Kd74F1N4Wv-EX502_f9NdSD6Qs5UQ3bRKaZE3GdQqVBGvd4-SlHLRlp2O6kHVceMdPjm-6eYI0QVITv0rl8AxdwEmAgWC0om5o/4rq/I71kn065QiSNCL5kCos8pA/h21/h001.ftuuAd3Bw2ZuhpMf-E8Bx0wGFIeVmw_LWF1Lf_9yfsM" target="_blank" rel="noopener noreferrer nofollow"><span>command</span></a> that kills it (5.3K 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>Loop Library:</b> Coding agents run while you sleep, but most skip their own review. This breakdown of <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LzWzer3czJCORfspZFa6ESCdjZZoz9WvLzAirVaYU0lgpQYi0a7jSljW1M5ux-F41tRnnaQkmryBAHNkFUd-ESPEknWsYhewoDnzGHB5Tdd_9-IP3RKUqfl__xsFJfq9LJeisrY49YtvH2izjZ9Ld0oYYiRo9vvWBRjlfAbD4t9WAYRf0oK5eyMZ6Afq2RhOYoq7I8SH_vNI9M45yJGLCy3ffqoxoMt6qwDhfPBGMhqAlq1RuT9JijvOtqVO0CRL14llctQajsJ_NafydQPqQQ0/4rq/I71kn065QiSNCL5kCos8pA/h22/h001.0M9XG274FCJa81pReshwhEEzgvdGUvnUSWJ2-Hh4_z0" target="_blank" rel="noopener noreferrer nofollow"><span>15 loops</span></a> hands you paste-ready commands. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Cross-Model Loop:</b> A popular dev's favorite Codex loop secretly pulls in a rival model to check its work. This vastly <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyLWmfe2ttQBK7sxZKRbbN173Yms0nkdFnNslDQd603Du01cZSMvfebPz2lC8XtXk8yhoCBYIrLy-USwXxsXOhb3-K9StYaXkngMIxvezPscAoiEh68hxWzkanTmyJwVsqbFPCsYN_fAMZIggN3GfzIUy1ra6eEM3X7dGGKSDSvyX49PmRnAD6iGTvKx2HcElXmypl47G8lXvoxhbiWfsLSa35XmTpnWqv9yrQBJtmUcfmLsNk10F6g40bE7alxqnE6PDDVIi6w4jzRo2zD2Kww/4rq/I71kn065QiSNCL5kCos8pA/h23/h001.pCxWtFsTp6-d97OY8IME8evhem_tmDYJ8OMdnJYyb_E" target="_blank" rel="noopener noreferrer nofollow"><span>improved</span></a> his OpenAI code quality (4.3K 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>Honeypot Trick:</b> Ghostty's creator hides prompt injections in his AGENTS.md to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6saBom8QxmV6fTuNqrOD2PT2-QZUyTqYCM-138hzFR5F8Bk7bekgXPuUeRyqIjGGWlyxCQg0g4Zf4AeC-RSoL7z2c_QOVEyBso1vqI886pTHi-E_6V9isizJ7JtzIRkKA3ur4OGj8OjSwjrhGF6p_MEwrGA1FyjaEvDoNsr8cUQRspPG2p3yNAYT20_evEmOGUOZ5SvL6XKXCEYxIRnJN0RY8ZC3xgq5IiBmRP8xI733ZixL2DAp3EUh9ge9Wex4rUB2tit_Ywh1yFlLraaDwk/4rq/I71kn065QiSNCL5kCos8pA/h24/h001.HFWyMoBA3uYcQxMqG4CcBXpSaOgDaaQX2JdoHC5PSEQ" target="_blank" rel="noopener noreferrer nofollow"><span>catch devs</span></a> shipping AI PRs they never read. Get caught, get banned. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Loop Engineering:</b> The model is becoming a commodity, so the real work moved to the system around it. This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwAZ2DUq4oh1K0NIy1CUsCAPukRXr8M_BBiVxeC9wNCiBgYANxcqTqiwwgUWDoP_Asz0BdFO6IfAzhrJEwL3BDOqFxP-bofbBneYYe8VYpimFSbJaDPrOibaevJdcilVkSDGjGTIPIz3jM4gyF9d31FOTKQZbjYoOwv8dKvlEnqN8YTVOoX5_XvmxjSvH2P-nyjePZqf31l88Y6qDiX33XbZlf1t9no2W0c9sm_8p2ayqTgivdu6yIN5QQE96pzDtWzckxxPiXntcXs4jN_LoPymOIzGNMtUGm7sFfdQOmXs/4rq/I71kn065QiSNCL5kCos8pA/h25/h001.erArQYxSRJTI-SkvERmEv1G82Ku5rs1e16dEo3Njm3U" target="_blank" rel="noopener noreferrer nofollow"><span>guide explains</span></a> the 4 parts of an agent loop that quietly break. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Markdown Mode:</b> Vercel's CEO believes Markdown is the next big programming language. Their <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lx09yx0PSQ9NarqZjqChQVdf82zROTPuWOGkBfLRZVzqTu9QFwdzLJ9aJiD4R66XMn9z95idxuqPovfqGU40kZ5gr8ygREEUNTgxv9bHB_fwCVv2qRnMYGj_ecKTJAUCK0YsvrH3Z1LID99COJOyiGiJ3hi8OUGc3U2IEhaJIfhwIbgbz50qiXoh2MURp55hgil4NgD70MQVABx42PVsKAW1Eef2DSnc6rKi9LJOoz06JXMYU0V4A9webfHAW6TNTf7irIs2SmDvAua4tjegnA0/4rq/I71kn065QiSNCL5kCos8pA/h26/h001.XJhDsrE1LUqxIXjsMCQrM3SHzywWawJHsqMCHWcjUQY" target="_blank" rel="noopener noreferrer nofollow"><span>new framework</span></a> lets you define an agent as a folder of .md files. </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 let Claude Code test its own frontend</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%;"> Claude Code can write your UI, but it can't actually see if it works. This usually means you're stuck clicking through the browser yourself after every single change. Microsoft's official Playwright MCP server <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLmY16lSPfTZWYdYXQfvvjtwmRaPH7P1_eU07f766SbLTx6qa25_ElE4LrS1LkapMvZEb1BRYOCgKD5AR5RQ7D7sonsC8y_UlhORGbomvuWZfEqTeiCbvGksseQajxOJ9nugCHCIL789B7T8Ifqf76z_NCoya9J6Eqgz4y0tM41bSlYa_UqAZIuiP0_2h5VCmJCSkyhd_ukx64hbGO7OXbTAoOfnsfpdduN2fvLprzyU8gqGqr9XanLh4tu62DrhBurL_CBY-YcMoARUIhljF8AU/4rq/I71kn065QiSNCL5kCos8pA/h27/h001.kS6OxhRjAy-7pPdQJfqHCuZOhEF49sqX0fER3GdfnKs" target="_blank" rel="noopener noreferrer nofollow"><span>fixes</span></a> that. With just one command, you can hook a real browser right into Claude Code. </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>claude mcp add playwright npx @playwright/mcp@latest</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%;"> Claude now controls Chromium directly. After making a change, just tell it: "Open localhost:5173, add two items to the cart, and confirm the total updates." </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%;"> It will navigate, fill out forms, and fix bugs on its own. Use the “--scope project” flag to share this setup with your team, and run /mcp to verify the connection. </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_32RHaPP9xsN0QiT_qX6pKFl_KI5qZA-xuoyCU7TyyQrPv1ucctY7UkOwMXOcOfGGDe5PoqorQJdpFN1jFXTgpJmegqcHS2T0_di80PIqIWjQryw8mTyVtGR_ekYyh7nys43hpmuQzxgetGc3EZVVA8oH0g/4rq/I71kn065QiSNCL5kCos8pA/h28/h001.izwJLnl6USTb737JGODGP172qwYnZNc5VxBtcxM3EPo" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyfsqeVULuM6OGAtjrHPjw2zRErz3RytAxVOB95LuX-x-5qNgBUp3WHQAbw6_MwyNJII_1GhMLXHsQdwbAQNtqgO7Ux4zO1Poh16qhbI2fw7txiSmeOxHQdBxersms6U9UMvngTOfeVPKcoFEQ0I7RXDQUtDbM2GvbALaWbdfcTiEQzbuPZiYbZ43rhx7676ECXIfeE2fks6IIKcreRte77Nu08ECussQgLMMFLGZ7PfNZoONj4bj0nh2JwzOkDTeE/4rq/I71kn065QiSNCL5kCos8pA/h29/h001.5E96NiCQ9CIOL7jfcnIqs3bGyjmIBJWvTqyMjNhHroQ" 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/e89ebadc-d06c-47eb-883e-343761686f54/Thumbnail__24_.jpg?t=1782203740" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyfsqeVULuM6OGAtjrHPjw2zRErz3RytAxVOB95LuX-x-5qNgBUp3WHQAbw6_MwyNJII_1GhMLXHsQdwbAQNtqgO7Ux4zO1Poh16qhbI2fw7txiSmeOxHQdBxersms6U9UMvngTOfeVPKcoFEQ0I7RXDQUtDbM2GvbALaWbdfcTiEQzbuPZiYbZ43rhx7676EDyVYpDGYAke0N2LNT9Wu4sRhqQDxmJyoSiHkhLEsV_u_dxwTDR6nfTpDZXLj0RaCs/4rq/I71kn065QiSNCL5kCos8pA/h30/h001.OwOVKrLlbct819xo6ylijIJgbP6KnVwjiae1DQi9QMM" target="_blank" rel="noopener noreferrer nofollow"><span><b>The complete AI security course in 8 hours:</b></span></a> You’ll master the four pillars of building secure AI agents. The tutorial covers how to set up guardrails against prompt injections, run LLM evaluations, build in agent memory, and use AgentOps to deploy and scale your autonomous systems. </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.ZELe4XSJUXiTVID8fUzIAIibcUcXs77g7qH1-NuPzofA7hnQPwEPJIYiOEamNdftU1Hxk4Cqhln5r890bAvC2Fl6rTp7G97oUT8v5WQHwvst0k3usy_Yz-gKz_frwAIFpK6Un2krwZr44BstsLbrWUc1CjQdW-4XWI_BV5YM7mqBcJJVH_KwzcoUa_rOYG3DU27Pp1-TieIosIHMp7APCwqI6rOFbvo8GUyOHIVjS35sq_CvGZkJG8I047AixkTRFD334jQyM_IkjagT0ILfVw/4rq/I71kn065QiSNCL5kCos8pA/h31/h001.pMs4k0tH0zM3oeNMG59aon2a0X4PP3zGeXNTkLrxiVk" target="_blank" rel="noopener noreferrer nofollow"><span><b>Backgrind:</b></span></a> It keeps your AI coding agent whether, it's Claude Code, Cursor, or our hosted model, in a floating, always-on-top window. Just fire off a task and get back to what you're doing. It'll only flash or chime when it actually needs your input. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Repo</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkjVuZysyfwM07QjptF-TbWKS9hjlPwf0NeB9KHhkmkQ0Z3IEoJdbJ7DL85s3LKaJmNFsLPc0x3aMITg6uke7qxOn9mpCoPmbLzpSurjMWkWmmlnR0yqJQfqVWuy840lWbj44uaLsE1ClOl5rPBoU5vYVwRV9aP1veGnNcMtIgNy_dP2Rzk5a2CMu-hxqZ6cn_qV8fzQi90sPfQne2JNEeLdrnbaH5ENAQcHfs3OAnvxMVt3oR4UTSjZk6eBEWEFoCIlkYj7WNv7zMiAjghyQ_LQ/4rq/I71kn065QiSNCL5kCos8pA/h32/h001.Z7EOtucH9MKQ3RRxSQ8W9mNSWIGe7EMB9hxYZGLdO6E" target="_blank" rel="noopener noreferrer nofollow"><span><b>Background Agents</b></span></a><b> (2K </b>⭐<b>):</b> A coding agent that handles the heavy lifting in the background so you can stay focused. Just plug it into your existing stack (GitHub, Slack, Linear, or webhooks) and let it spin up dev sandboxes, automate fixes, and open PRs on autopilot. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending Paper</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjOElSs3M319m3teuVOpYwYfMwdRlm_JUSLJBQj9cEsZ4oW-gyzzHAusyVMMTE9ylsiKVEKLcy24pguNez1S8xNFWArEap0aqJh-Efj7ltiVB7EBEzclzj8ckOzLe8HS1XqHVd9bixYUslc79olYJHsTm0Z9BhWmcGM77oLfuyhs-hLD11BEzYqVgvI1-GsARjbKGaz2j5Lc3F_7-1nFKwJtdrQIXidX02yF2tSLoZiyqw/4rq/I71kn065QiSNCL5kCos8pA/h33/h001.CfXDph33Fv90aMM_w5r0PMempXvAwDiZjnwOkoWsk_Q" target="_blank" rel="noopener noreferrer nofollow"><span><b>Can LLM agents infer world models:</b></span></a> This research paper looks at whether interactive LLM agents can figure out an environment's underlying structure through tool queries. It shows that their performance takes a major hit as complexity grows, making them way less reliable and efficient than traditional algorithms. </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%;"> A PhD candidate heading to OpenAI went through 57 interviews across 11 companies before landing an ML role. Here's a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LzX7kJLA9_O0e-3htgVcCL22wigwwL2MyirRGj38lhpEjHSXQGsrF17O44sO2EG9pCkqeDu1NySdCbKMeZ_9GLBT-_8-4G52mlzKRhW_i9Qz0_MVdXefCOfdjAakNJfmFBjlGHVnrZKO7vjEOWLRDJnls7of8ftgAwk3WbSZ8KpRa8WJiQKG_RqvDcx28jDD4-sSNCFFo4xBjfJ9fgfuIiTnrPznMp5mzMQH6__Z6ZNMCgCokNkZEOYNmme0Wk-r_40Gs6H60_5WskCUzQZ9RKJ8tY_lo9s03lidED8cyr-_/4rq/I71kn065QiSNCL5kCos8pA/h34/h001.ILBVbmPFuSkliwJINukphGPrX7ZoIF4v2pREurR9NW4" target="_blank" rel="noopener noreferrer nofollow"><span><b>breakdown</b></span></a> of what every round taught her (4M views). </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:5px;padding:8.0px 8.0px 8.0px 8.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:#f1ff00;"><b>Grow customers & revenue:</b></span> Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585KGa05QZ-u4YxQKCpdk6OtW9nXxZ0pYZeGNRvhS3uM7NkXrP4EdBBMmwu1pcfUqvCmrDv2pnyexBjIhrjXr7hhJr-YVCWfeG4kXxZhi3LTymSFSjR1JEcbT4NW3Xlp9OoQDbFZSyDDRqYDg4q6pF0qgKAXVbU6kr7T3Dm6VlpqJU/4rq/I71kn065QiSNCL5kCos8pA/h35/h001.FCwTlnRtbTb5Fp5Kl56Y3sWP43zcuEsaOsRnAU1LPfs" 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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GHCoX5i-t85TXN7QO6nNcc6iv6N6-IWf6N7tW0SYodRl32TefRXIPwiO6YjIPCRREyg2vgAJLXAVxOR9jUTGN7E_1MDDibzUKpI52iP7Fb5fVjbe-XLwzl8oNKNDBXTYIz5v5M_eaP5UBUgJwnqLn2eVMQwgtfLGV5qVcOuDreLo9Kuh5NsHqZpW-C8WX4C_Air-uNRevZ0Zxd5YU6Yw8sUfdXl4n7x-K1Vuf1CVJXZweg00tG1BVOP0UP24CMLs5sWQZV1gcz4PYEFXMfGMgCD-oSVcLxEwn5csQj20IVtLIrEcPcb0BK6EQ7s7xHad_44JBCXnLuyDdcbSKKjOwOr_exsVriEpGs6D59dtAS8P9GY4OHu9kZPXpUH2v1iTrt3oJwRkpYXNzCPvd9-Es7r4m6Ehxz9Jv2GdJP-SNtQ7HRJC0jnoe0D4GxfxXhybLBv-7vnRvf3NypyrxJdTfRqm28ATqFIpLv_gR5REhDDhg4EUWQkLcPc7ikwWaTn4uvCs9yzcplv0r5P5UiB8jJaBEbdpI4mBLSRnMN6bklxI8E-dVV_MyPICzKelFuWYurgREx9kzqO3UWOU5ajufhEKGdBa3of927Pe1h2-r2zlyYPs6eKEQ4ok-s9t3g5Qvj36I1AA2s1a1TM-PSLUDdXxsz9gwpmg5STmhV4x7tKy1EfMuI1A2YEfFMh2293c_MWY8HtT7LVJnfdKjnkjoAtkFgBxzPOiqZ7sXKVGb-JMz8bLcS5osk0HmtEWeZDknA-qSVMHBhPHYifI-t6hltGl0TuzlRf58lccKRt72clefO2cowE5dUJmsFc3DpGdK-jISG6DvpPy8cM9NX9j6R3j5ctXmoP6FQZl074JGlC5UbRGzg-P2iTTeWPL-zwT5ccQ960a4zf6DSoAMjveFA2/4rq/I71kn065QiSNCL5kCos8pA/h36/h001.JrR5kKdh_fYb27XkKQlIpWHbMGF4KaftO2SjcP5R-gg"><p style="font-size:14px;color:inherit;"> Loved it 🧠🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAO_5iK01-grb5B6b9rxJbggCgMjlnTyujZ67LuZkL4w3QYbSZASQEjt_h9ck9FHbNIZH2bnWEsuBQiTcTDYD04352rZhka-jz5A02s5NQauFzTtWNykgsEpUbW9PNqwYUJnE-1OVgg7I-juEtA0pPNqEWRDwKwTmGMw2xhWto9n4R0m-nfzaXk4rU22hmZBedsE57thkcILcR_QP4418DZ6r0TO7Yb9lBnlRsSqcaVSKhvIlRE9xj-pfqvhdY-hT1LvH2eOv_tBnTQsN2XgBe6A6f1Wz29M11IsKdbbr6evPD5ndYegiCftnOg-S1jep8R8zd3cy41X12VQeZrse2e1dFrO7zepSCm5TlR3usmRT2cj-DTZYZeC66n5eRe0lPp9yZyYsLorNMLz8DuNMBxtpcRyFuWfzIF4Bfb_2G5u7TJXOzq54WS1bZXI8trqrVNWclu-X4lmwiStCb1NvG16sgHm35kzI3loWu4LSBzs30e2cd1SkjACiQsqibHnwWSnDyoNpUvUugA3SrQv4AoYn67JttMMg375Lfqz97ZHx2M8tOC9YQ7FXT4GFuIpMh8kHKXPY91LazOWFrXcuHr5hZlmluYb_8vMOYraUc0_sSyIViGz-Glm71wZtSjvQR5z3GCazpqMeO714qUp6n1-OV_JJOC-RxFFX89N0HwqwzSXGTj3NrxY2g6QPgSWnKk6WPMzJ3bZpOzLXgfCSo-e6_Nu9FkpGDTnq5hpXdo91sYMZ9CTsmHGW3oyG0VMUghGeOjkI6pph4OJWdEdPbJPjzUDMWxiZ6XVD8cQrOBGhxzm1ZDRMNOUtv78HJXBkNYkJYnp_4fduvA9QZcWKPAsR5yYaeiRjuDIqcIBkAJUdqiPswqbRRNGN531E9BP9GEPu4O4aGgj2EEd2U33sfRcUXp_0wUmMm5s1bQYs1C25upHTl4Hxp7t3WKv-RPkpLCrW25vyKarDIKKzdMd0wGE/4rq/I71kn065QiSNCL5kCos8pA/h37/h001.Bfo_Ff-9hcnfo46_Z10Fj5fL1Ym1VaSc_bS970kPvOo"><p style="font-size:14px;color:inherit;"> Average 🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrANqaaF2ft4LZNSaoIDXjUpqdWD4X47Cztewvx9_eSAMyt-U_s6AftXBC3OfCry1RhAVB8chXsR3hCDkJmkGOaai7hRtdnPezq7negbHXhKjm72L7qAq8Pa4nJ5SVLIkLGmclQhQTC9PwGNYYnBAbYPgt7dXL96nJqlNwueRcITT-i3QG7ugXvhs_x2J7PiUlrZR-4FKSg3Ybse0bijvTIe2BIrkBYwB6kmqPLDDq8dlNkoo549e1rGW5n1SgKwbcaAPLg1KDeSIUtszxQxASAZ-h4RL1K2fbuzQYyauoUtg9CYTM81X0METoDxqJuQOWZsavloYunc2Bpd6DN9qF9sRyx5UfFxVg53yHwlegrQqApoJLkf6fCWc8UkaeuizjCvZ0km3IriDcoDN70tV6e0AYni8yjV5kItMSn_BgnxQ5ITnHw8EamzYTB_rR6gZwYfWX5H1m525a28wz9GvFXMvjRVvSpkRRzbK0SD46cTSS9WTepFw6x_YcL9ZW-aIDLNBXBrYQTj-u9_i5y0ZsqL4jHtt-9s4RDNXGWVSYCGjT-6h2LSa7FfwKjQuc9F_5JB0nbzFJ1s5kCtDyVljbC6jRma7aWVlR5PXSbtuFHQdilBDb6EHN-FLraorsyhnm2VTY83AjHqYoAeSCeYkAYKogn-cNS6sDfGpXeyxw01LR22jrOXzLgopoUzZyD6sB4gambKiNdBz2IydP-EhAT8nLqri-fsXQMwz8oFuD6SFGzliaKBE1Da7LFD6VEcFAieCkLkJWODOSFi7foimGks1wWI5FO2QZ_d2XUS3oa7aVVc8nB6YWgTT_6NwZJkYegGoqMKHyAZEGZsT5gnNiq8RKcfb4ejiN9fvggiCBwku8RI2Vd00NtQ3sHDcGaVpLLmpXrAUZcQ3Wbl7fue7xFt2wpeUN8rSauAauXFO5nynf2DRCUHFwlBrDQ3xK0EfQ-WPZJiB2HXSeEUw8nCgq0Yf/4rq/I71kn065QiSNCL5kCos8pA/h38/h001.HAprifLqDxmMLP9EwHWvNjqtGFmJHwp5K5XL8DJqi6I"><p style="font-size:14px;color:inherit;"> It sucked 🧠 </p></a></td></tr></table></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You can also reply directly to this email if you have suggestions, feedback, or questions. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Until next time — The Code team </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9szpjhO_X7CGaQ-dHuFN4dv2nDJM7VwywhH_aNIWJ7DpCUiK5m3JnN9be-e_wBbmchHe5y58AGenpvwTn14-nulY1gboPpvKHMcdA58WY5kz785yaXCBDXqdloZJu-gDBdLOE4O8An16YW1TTbfrP-1hBpatNdqVYNcNrjIASg97Ch9qNLexOCJkcpxTiWSYB5YwUxVCllMtKjveIPm3J_HA0MsV1UlVlEIDScT5mgG37tj2vnbc42puYza7wWDVJ8QYY8DEDURxsCa9W4uVzRkT87jZwHSS2RMaANA63JIV2Xi0CSg9LFS8_vMJmrgr7_i5TDjhV9jKqST78rl5MBxptzFbM4gyIZlhqwrNYVr8Fe_tCbZmaAxh-3B5kdWJCCdvatPCzJQi--_N95mJ7kUAqmrJJ-hOJR-C-omMB3BfhlFwwF7gtpDY_gdJ8LFypdIBt_L82dOal2_PKXo3dXlXV9LsC_idzBR7AyKz5aF2ip9su7CnFSX6B43T8Jo2JuoB_CKZteNHVEKcOvetZuaGNZbYkdsxwlvWb6h8ZHjIlIzu61L9AZPSIzlUiF_zd6zqvjeKmPdvP5mfkR4m5X9eHDxNKJFkq94lMx7IH_OvcFQUSvwL3rw8_Lyr3iXC2qLZE6hX-OiEh7202ltgDIOrI5a9zYKO5JQsYSugqduhh-GMD-dM061qd-lI8rL03BJIyYQkUjK1loOMbh1Ra34Y0xUlAZ9hUWaeQmNoC6N2dKRwACiNpaI_daednI2FVtY3JkHwr_VV5uOaNJ75by2U_iK99sITWmUDZ964JG8KdqWQFjeGJcN5F9FZxzh6vmZGr_W8-lmGdYlKi8XjjCbsi9CJpY1EqVdWDNGWDS7QQrb-uozsgKiAb5u6yanTswAM0_8bBd7Eik9K5vcjAjTNXM6D00K4g9gMliLxjcy97VtI1LcrSLuz4d9AVMhj3G4u7nEiLO4usjQy7YiLIfbUih1E3IdOvq2hz3SFj5CPTBTGvEPD-0P6yhJRsA4yC4/4rq/I71kn065QiSNCL5kCos8pA/h39/h001.9Zum8kKnisjPX6tEVLv0Kv0KSkwyVIlnShWo9hqQ2G8" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2026 The Code </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;line-height:1px;font-size:1px;mso-line-height-rule:exactly;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4rq/I71kn065QiSNCL5kCos8pA/h40/h001.UmoKVqDSKN2F5jgi4k3cCsKwoAXh4GN8yJhM36c4Uq4' style="color: #030712 !important; 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**Welcome back.** Google is feeling the heat in the talent wars. In just 48 hours, they lost two titans. Transformer co-inventor Noam Shazeer headed to OpenAI on Thursday, and Nobel laureate John Jumper left for Anthropic just a day later. Now, the stock is tumbling toward its biggest single-day [drop](https://x.com/Polymarket/status/2069104532290727948) in a year.
**Also:** How to make Codex catch its own bugs with one loop, keep your Claude Code context clean with subagents, and use Vercel’s framework to define an agent with .md files.
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://x.com/OpenAI/status/2069104283824640023)
Caption: Click here to see GPT-5.5-Cyber’s full benchmarks.
--------------------
**OpenAI hands security teams an AI that fixes vulnerabilities it finds:** The ChatGPT maker just expanded [Daybreak](https://openai.com/index/daybreak-securing-the-world/), its push to patch vulnerable software at scale. They’ve updated the Codex plugin so teams can scan code, validate findings from other tools, and auto-generate patches to clear backlogs. They also rolled out GPT-5.5-Cyber to vetted defenders, claiming the model hit 85.6% on the CyberGym benchmark, beating out the standard GPT-5.5.
**Stripe debuts a search engine for autonomous agents:** The payments giant just opened [**Directory**](https://docs.stripe.com/directory) in public preview, allowing both developers and AI agents to find businesses across its network. With a single terminal command, you can pull up apps, infrastructure providers, and pay-per-call APIs as machine-readable data. From there, an agent can evaluate the options and handle the integration entirely on its own.
**Cursor makes its biggest push yet for autonomous coding:** The AI coding startup just previewed [three drops](https://www.youtube.com/watch?v=fWa7uxyhVDE) for developers at its first Compile keynote. Cloud agents now run in their own virtual machines, clicking through UIs and shipping merge-ready PRs. There's also a new iOS app so you can keep an eye on them and clear any blockers on the go. And it teased Origin, Git infrastructure rebuilt so thousands of agents can push code without drowning humans in merge conflicts.
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Caption:
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##### **PRESENTED BY WISPR**
## **[Cursor for code. Claude for thinking. What about input?](https://ref.wisprflow.ai/thecode)**
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Follow image link: (https://ref.wisprflow.ai/thecode)
Caption:
--------------------
==Your dev stack got an AI upgrade everywhere except the input layer. You're still typing every prompt, every ticket, every review comment by hand.==
==[**Wispr Flow**](https://ref.wisprflow.ai/thecode)==== closes that gap. Dictate into Cursor, VS Code, Slack, Linear, or anywhere else you work. It's syntax-aware: camelCase, snake_case, acronyms, and file names all come through clean. Mention a file in Cursor or Windsurf, and it auto-tags.==
==[**It's the voice layer for an AI-native workflow**](https://ref.wisprflow.ai/thecode)====. Speak your intent. Your tools do the rest.==
==Available on Mac, Windows, iPhone, and Android. Used by millions of developers, including teams at OpenAI and Mercury.==
==[**Try free**](https://ref.wisprflow.ai/thecode)==
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Caption:
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##### **INSIGHT**
## **Stop paying top dollar for every coding task. GLM-5.2 has changed the math:**
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Caption: Source: The Code, Superhuman
--------------------
**Open models have caught up.** For two years, open models have been chasing closed ones, but never gotten close enough to actually replacing them. GLM-5.2 appears to have finally closed that gap. Z.ai dropped the model with a 1M-token context window, and leading engineers took notice.
Nathan Lambert, the open-model researcher at Ai2, called it the first open-weight model that feels **[natural](https://www.interconnects.ai/p/glm-52-is-the-step-change-for-open)** in a coding setup. And many developers are ranking it on par with Opus 4.8 and GPT-5.5 — the first time an open model has passed the vibe check with developers.
**Don't cancel the flagship.** It's tempting to call this a win for open source and ditch the pricey Claude Code subscription. But that misses the point: heavy lifting still happens at the frontier. On Artificial Analysis's [AA-Briefcase test](https://www.latent.space/p/ainews-glm-gpt-glm-52-passes-vibe) for multi-week projects, GLM-5.2 trails both Opus 4.8 and Claude Fable 5, and even the best model nailed every part of a task only 3% of the time. Those long, messy projects are exactly why frontier intelligence is still worth the premium.
**Price moved the burden.** What changed is the math, not the ranking. GLM-5.2 runs at a fraction of the [per-token cost](https://simonwillison.net/2026/jun/17/glm-52/) of GPT-5.5 or Opus, so the same coding work is far cheaper than a month ago. The default didn't break. Frontier models must now justify their cost for lower ranking tasks. The real question isn't which model is best, but which tasks actually require the best.
**Route, don't switch.** Send the deep reasoning and multi-step work to the frontier model. And send the routine, well-defined tasks to GLM-5.2. You don't need a new tool to make it happen, because GLM-5.2 runs inside Claude Code. You can refer to [this guide](https://x.com/thealexker/status/2069163621469335757) from Baseten engineer Alex Ker to get started. Whoever nails that routing first gets to ship considerably cheaper without sacrificing any performance at the top end.
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Caption:
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##### **PRESENTED BY IBM**
## [What do you fund when ROI isn’t clear?](https://www.ibm.com/think/leadership/enterprise-in-2030/go-big?utm_content=CXOWW&p1=Display&p2=448584405&p3=247627917&utm_term=20AJ5)
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Follow image link: (https://www.ibm.com/think/leadership/enterprise-in-2030/go-big?utm_content=CXOWW&p1=Display&p2=448584405&p3=247627917&utm_term=20AJ5)
Caption:
--------------------
AI isn’t about ROI—yet. It’s a positioning move. It reshapes how work happens, how value is generated and how advantage accumulates. The CFO’s job isn’t defending AI spend. It’s making the cost of delay visible in financial terms. AI fails when companies hesitate. With [55% of executives tying future advantage to execution speed](https://www.ibm.com/think/leadership/enterprise-in-2030/go-big?utm_content=CXOWW&p1=Display&p2=448584405&p3=247627917&utm_term=20AJ5), waiting is the risk. Finance can set the pace—if it shifts:
* From explaining variance to designing financial systems
* From control to conditions for experimentation
* From oversight to scaling AI with the C-suite
[Read more in ‘Go big or get left behind’](https://www.ibm.com/think/leadership/enterprise-in-2030/go-big?utm_content=CXOWW&p1=Display&p2=448584405&p3=247627917&utm_term=20AJ5)
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Caption:
----------
##### **IN THE KNOW**
## **What’s trending on socials and headlines**
--------------------
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Caption: Meme of the day.
--------------------
* **Subagent Setup:** Thirty minutes in, your context drowns under 80k tokens of tool-call noise. This guide shows how to fork [your context](https://x.com/dani_avila7/status/2048486242321662189) to keep it cheap.
* **SSD Killer:** Codex secretly writes diagnostic logs to your disk 24/7, eating your drive's write limit. Here’s one [command](https://x.com/hqmank/status/2069020259097735231) that kills it (5.3K bookmarks).
* **Loop Library:** Coding agents run while you sleep, but most skip their own review. This breakdown of [15 loops](https://x.com/mvanhorn/status/2068426104088748331) hands you paste-ready commands.
* **Cross-Model Loop:** A popular dev's favorite Codex loop secretly pulls in a rival model to check its work. This vastly [improved](https://x.com/theo/status/2068595585121484866) his OpenAI code quality (4.3K likes).
* **Honeypot Trick:** Ghostty's creator hides prompt injections in his AGENTS.md to [catch devs](https://x.com/mitchellh/status/2067970516951150721) shipping AI PRs they never read. Get caught, get banned.
* **Loop Engineering:** The model is becoming a commodity, so the real work moved to the system around it. This [guide explains](https://x.com/akshay_pachaar/status/2069118430582866051) the 4 parts of an agent loop that quietly break.
* **Markdown Mode:** Vercel's CEO believes Markdown is the next big programming language. Their [new framework](https://x.com/rauchg/status/2068165988005380478) lets you define an agent as a folder of .md files.
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Caption:
----------
##### **AI CODING HACK**
--------------------
## **How to let Claude Code test its own frontend**
Claude Code can write your UI, but it can't actually see if it works. This usually means you're stuck clicking through the browser yourself after every single change. Microsoft's official Playwright MCP server [fixes](https://playwright.dev/docs/getting-started-mcp) that. With just one command, you can hook a real browser right into Claude Code.
```
claude mcp add playwright npx @playwright/mcp@latest
```
Claude now controls Chromium directly. After making a change, just tell it: "Open localhost:5173, add two items to the cart, and confirm the total updates."
It will navigate, fill out forms, and fix bugs on its own. Use the “--scope project” flag to share this setup with your team, and run /mcp to verify the connection.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
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Caption:
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##### **TOP & TRENDING RESOURCES**
--------------------
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Follow image link: (https://www.youtube.com/watch?v=rQE3w8Qjx98)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**The complete AI security course in 8 hours:**](https://www.youtube.com/watch?v=rQE3w8Qjx98) You’ll master the four pillars of building secure AI agents. The tutorial covers how to set up guardrails against prompt injections, run LLM evaluations, build in agent memory, and use AgentOps to deploy and scale your autonomous systems.
———————————————————————————
### **Top Tool**
[**Backgrind:**](https://backgrind.com) It keeps your AI coding agent whether, it's Claude Code, Cursor, or our hosted model, in a floating, always-on-top window. Just fire off a task and get back to what you're doing. It'll only flash or chime when it actually needs your input.
———————————————————————————
### **Top Repo**
[**Background Agents**](https://github.com/ColeMurray/background-agents)** (2K **⭐**):** A coding agent that handles the heavy lifting in the background so you can stay focused. Just plug it into your existing stack (GitHub, Slack, Linear, or webhooks) and let it spin up dev sandboxes, automate fixes, and open PRs on autopilot.
———————————————————————————
### **Trending Paper**
[**Can LLM agents infer world models:**](https://arxiv.org/abs/2606.16576v1) This research paper looks at whether interactive LLM agents can figure out an environment's underlying structure through tool queries. It shows that their performance takes a major hit as complexity grows, making them way less reliable and efficient than traditional algorithms.
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Caption:
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##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
A PhD candidate heading to OpenAI went through 57 interviews across 11 companies before landing an ML role. Here's a [**breakdown**](https://x.com/alisawuffles/status/2068765723569324462) of what every round taught her (4M views).
--------------------
==**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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