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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Mon, 04 May 2026 14:02:16 GMT
Subject: 👀 OpenAI made coding fun again
To: [email protected]
Date: Mon, 04 May 2026 14:02:16 GMT
Subject: 👀 OpenAI made coding fun again
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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: Build and ship with Codex  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> May 04, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9sHVZQygtqtO1WfYznfGJIbKiCABssDOW8zTUeKoCAsigPhI8BWKv8yYeboxGcanjoTr9DAsf0n2AsGnJZe-EAhz1mIT3REQE4gHId4C9mWqfEbONBxM-X1-phbCn4_Ho_wzw6MH2KL2bOTAfUZ99cK8VjoCUxeeS3VxHAyMJzN-8nNNyH95M9FoFweH-KL3iYJgyfsf7_RrS8-y6mk8yi3yu08jNFKRWyjGGdseoszv6mFFuJgQ8wG7gQVV2fLQ9XUb3clZGmJq6otsOD4MzA0nnKRSJJIVcjslDeCxJ7vU-kpcvsNTcJAwd9kOG_qMQXVFPUymiHmP4l6jbRMspMt4vthiXVGndNUvYJElQFCak3sQjN1azS3hc8wnBZA8sRsdK-Mz_RQEMWSMLpfoakiri3xeskuu8K0PcQMpJKCfN76WqGiKSP9JhDDNdYuO8kZ0uaxw11pg7eDvOI92QQfZ_ocDl49Mor0q91o0XZa2E_L4jAxwd4C1RenV_Ae8ScpjJ9s6yikTewtVOkNPRG3PD4e-yoDfZR_TAiSMv03D64mCHk8VnpA9C4BKnOS2EQCIL4dKaMP3_Zv9VwA85YaQ0TXfyVqVQmnDkzM55JjvbAM6gvmege26o8VB5QrIePhELWSQZGmCOlSx3df0yqvd58K9DmzEDPIDzjyJjuegBIDjrhumEFJOv_PphK7vwcY7qagZF_s3ml6Kqy3vg5IuqARFY3qiZ4DiRSREhPqNu1h2pugVwPswac7ao4NKY9awuJZuf7av3m2GoiZ-ueSZ4M2AZd2Md9OcT4gafvck5HEigR3STbg0ZxcALxNMCf_WveceVNUPvgYN0zN62fs/4qc/SjbG3KowTaK-jJlHolOuOA/h0/h001.iBYz9NFzfjaBbJDewTBb0ynwREnYZGGQ-JqKeWbEVRU">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/4qc/SjbG3KowTaK-jJlHolOuOA/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.yBywWjiZ7oCsTrXLmaNhko7Pj1pfeqtTYOv2duxnJqfCjUusJrJSnVoLUlAQfbM1Pz4XNCqqdK1iQjSO6wMPVqf6YuFnMRg3cEfD0Z5IHovjLUhvzrHgMM2ZFakMbVDHGIw4DnWffEL2IXGMpJN7Ty6EN7lryrh03BNmoQ9y2B-W6cCWkbQul95cj4OybRKstXH6dE3o2QsvkCE5JRTq7DK1_FqSPb8y8eOCFkpbNMv6IfCfoBM0xQfyp7JOFHau8Iawk71POPMut6kvlGzL6sGrk4ep2uIRuxxc0Lul2Rw/4qc/SjbG3KowTaK-jJlHolOuOA/h1/h001.8uUMiJ4NCKkP4U6UJl4KGNZzU0nTSw_1hnWnM1Rfmzg" 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/48c26b5b-5e41-45b8-87bc-f7e3479347c3/Group_thecode_Granola__1_.jpg?t=1777638195" 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> OpenAI keeps finding ways to make coding feel fun again. Their weekend update pulled over 3 million views on X — and developers are loving the playful twist. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_ciJ3yfbgnSCGMs9ZvmplKEY25ExsUrEkhmnH-tMwPjb-fftv7QexX6QhOIM2n7q-rjJwrajJQxRW8drkdhNVbZ8f6u75nchkjMO1XtTap0NjF8_Aus9WZUFrSJO1HoFtDJrPNIQ89xFKuEh1Bq5z5_jw1Z3w_D0KJKUuNX4Z6kkA0I-2z0k7te7vDpPY3nTLkJui_5BRQhye6BqlVOsvgrva4bJQPxEMeMVC4pOiAzC3r5cUr0_fp_wR0y3O4q7j1F4-mRISqeDOecwLoMs843xiFf2LKkYKrHRobCvMKTu6DJZfK4NMyyJoMSvFYBGg/4qc/SjbG3KowTaK-jJlHolOuOA/h2/h001.afeatAdk3lNuddPN-JNpfBw-US8Nk4Rwp6nATCh3kPY" target="_blank" rel="noopener noreferrer nofollow"><span><b>See it here.</b></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>Also:</b> How to do agent-native product management, pressure-test a startup idea with a Codex skill, and follow the Musk v. Altman trial in a transcript-built wiki. </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;"> Cursor's bet: the agent harness is the product </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How to skip copy-pasting errors into Claude Code </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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjzclfkzwvXHp4OCgVu6yrQCBwaXriaIyJBnjR1MLzC8hcBeObbxqXAphc_i2Eyq4YSO65pyp9SYJhrlRfgsJcIYGDgSTsRWnH7S4hy5OWMkXaXFYPejhEMlj8fE5RwjEi6TxCsI_HdzTTu92toJwh_ZoAKx7u82nlw6YUe1xq_j8E-MO26dLZK1TkpnmjTOdl-4aPFBknuUrKF7tXgNP_tW8HS8c78pwZMruWRDDruiYHegF20DDTjZLPZl9HvVliURYegG-TtiIc-HbACHwV20/4qc/SjbG3KowTaK-jJlHolOuOA/h3/h001.cp8OzyFQdO-ASVgys62wiX6qp49gxqYB7jQZpNTaXcc" 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/5271c70b-c639-4d29-92a2-0fdc55b7e1ea/Thumbnail__15_.jpg?t=1777882662" 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 Claude Security in action.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Anthropic unveils an AI vulnerability scanner for enterprise teams:</b> The AI lab just released <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePWhEIXjB6EN1hA-gPDdAM7PmQCNHN752SRFLvsUtKcfHaPWBWoKXD7lrUJgQrY-RLXpAJOBnEy1lZIWVzDgFdtVhrdD1F74xY3dzh3HUR_nVaps19sP_e7S8V7SbtQ0rywSdKLMfXhV_gR1sr0MTEuU4juN2HmQmG2rSxr9CUhcidxWShB6-fuYGgllgcw9DAMv-b_2z6lq3S-LAS6ULziN1kgcS-D1cred-HGWdrsf_XHBdmjNF2VyWCzy7SVymQisw95_pdEF7LdHplV2LOlJRCs3hjgIefPB7x9xfAe9ldsq-HdYnBt7mRJBY0gDxtg/4qc/SjbG3KowTaK-jJlHolOuOA/h4/h001.8FNvQSTppFdwqk5CtOUkxe7egsQFNQJPSCG5uWC-9_g" target="_blank" rel="noopener noreferrer nofollow"><span><b>Claude Security</b></span></a> in public beta, using Opus 4.7 to find and patch vulnerabilities in enterprise code. Its multi-stage validation cuts down on false positives, letting teams fix issues quickly. You can send scan results to Slack and Jira via webhooks or export them as CSV and Markdown. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xquo0AOQqCbFSABUDTCnyAuY0jKdvZzSWs5rn8CiUKrF-Ptnu5PUMHl04D4yrCWP7QXF2d0ySxIw5bPB850q-0wRdKtVCxn2ASWIBhgrDF92GW5uxlaraJiEmvPEU-ddCZbAT27VV5Jp2-v7ukV20uxoX9sDrFk_N1hRWrPZTDhBPsaF7ROgl5NjhxBnTK_IceuvU3Fdjy91CW9Oq-nX6Wf5Bjw2bJfZBOvXycB_am53Je3MKApa23TSrQoOzCQm66-tNFKXXqlbR70oHh8db9EKo6eEh95gfYrLMmQewDwh8QnaEevYufsLokHuU_9iSqqw/4qc/SjbG3KowTaK-jJlHolOuOA/h5/h001.gvUnnXLC6AgLNMxEG5PNM6kaTr3UJWUiiIcz1s9MjdA" target="_blank" rel="noopener noreferrer nofollow"><span><b>See how it works.</b></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>xAI's newest model brings always-on reasoning at a fraction of the cost:</b> The Musk-founded AI lab just shipped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nlNyt-7byyNE7aOaVBNll5D7rU9nHhz3Af796jf70xaHqW2e49IRhdAJPc64eSksfEOEEkRQ1C30aqIEgiCw0Ug4HaQLmfJz-Ii98N3u0WkU0I3t20pvAI2xDiGZunC5KylR485vBYnBtSmMDOyX0LEE9KOBagyFcFA_cUQp2RWNaaH5bxmO3q3wktDKRpfeVJYboz_UfrM4wurf5YUecmgFmdO_ACFWvoARgwAwZdiDxp4n5U90oTeYZxWRbBXPKn3oXM_EJY_FmzqNQnXnuBL0ouBp71fxl-JJ7IogPInLEKmvoW3Wn7SX3lINTAWxO692nSEelRunZEKFmz0u_qvCXQPMaOt3Yl1ruhhfATdsLM-HTLmWkcCrjE7IuGKMPoo9BONmpI8-AQuGl9SQShDXDhiYSrj8jxnrlnJpvF4ZimiQoykwddAvk7_bPfSh/4qc/SjbG3KowTaK-jJlHolOuOA/h6/h001.BwLDW8zGOtayA3Mi_v6z1zc7DeRR8U_PVB2zQEAihjE" target="_blank" rel="noopener noreferrer nofollow"><span><b>Grok 4.3</b></span></a>, which features a reasoning-first engine and a massive 1M token context window. At $1.25 per million input tokens and $2.50 for output, it's significantly cheaper than Claude Opus or GPT-5.5. They also launched a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9Bg7qEYdlkWCFAj3OS3mOGuJKfPwoip0xeZOZNHIsIiveB3uspSxfhObhu0tvJUoETTO2T0Qg-grDQ0Z0Efe3g-QWUMH53MR6FYTcuAHkMAfnUKCNK9NZfeQGcVBpxtOXlSBoVjR6eTg829J6X8l3tfxMRD6Y6oNF4zpNgR7sgrM_GUO1sa4fnprXyPDcyX5667bzlt3BYd9nXERA7wT0RhVnxMyH2PtQL1MlbHBbJO6_RQkqrbgEZPF2WRPrHTksitWlCEzJxBqc3P5ASk48yqD5jPgmNmQbR2yS8Jqnan/4qc/SjbG3KowTaK-jJlHolOuOA/h7/h001.o83mMD63uA1skLDzyVVOrt8BqgcLIXgEZ8RC1cnVRYI" target="_blank" rel="noopener noreferrer nofollow"><span>voice cloning API</span></a> that lets developers create custom voices in under two minutes or choose from over 80 voices in 28 languages. </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>Developer's AI-coded app success turns into maintenance nightmare:</b> A viral Reddit <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-xFqdzO2QOlv81FRGpLY4AQDewclWL3h1IuC_KHndAA0_TmYKhd1BidyxVkmqjtP8CBKNvfQa3ot0yqJGvZvvAbLk_ysz3XlIgoqkwOs6UELeejocfZwQ8Ytr__NtLlYMoaG2xnWIotxH1gSIvOPWjyprS_QA5O5mihMvNDLYcW_csTrLSTcHooMNqPikQPC6eBkP9j4il1f_XNRZDklhB_2W5egyLL3yUAIJeFTprSftCv3VyOOShCWzHc59cKgvwtnZy8P8ohPtOByULX8xbkfOTRjT5FcZ5-QtJYGwqA/4qc/SjbG3KowTaK-jJlHolOuOA/h8/h001.GCnMh9QWN-UfQ1ljPd-MxnGxY9BxqYopaXlMfGK4CRI" target="_blank" rel="noopener noreferrer nofollow"><span><b>post</b></span></a> detailed how a developer spent six months shipping with Cursor, Lovable, and Bolt, resulting in a successful app but a codebase that was a total disaster. When a new hire joined and saw the repo, they were completely lost. Now, senior engineers are calling for stricter code reviews and treating sloppy, unchecked AI-generated pull requests as a performance issue. </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 GRANOLA</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.yBywWjiZ7oCsTrXLmaNhko7Pj1pfeqtTYOv2duxnJqfCjUusJrJSnVoLUlAQfbM1Pz4XNCqqdK1iQjSO6wMPVqf6YuFnMRg3cEfD0Z5IHovjLUhvzrHgMM2ZFakMbVDHGIw4DnWffEL2IXGMpJN7Ty6EN7lryrh03BNmoQ9y2B-W6cCWkbQul95cj4OybRKstXH6dE3o2QsvkCE5JRTq7DK1_FqSPb8y8eOCFkpbNMt-bNrgYtyehcLPYDdpW8Km1_8X2AzhM9gqMag2eJ85jbCFNGHW_1voH9_dCodc6uo/4qc/SjbG3KowTaK-jJlHolOuOA/h9/h001.RA1qgZHD513J75a-v9bm5ExSoU9sp4nMQ26YGsZoQE0" target="_blank" rel="noopener noreferrer nofollow"><span>Try this once—you’ll never use an AI notetaker again</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.yBywWjiZ7oCsTrXLmaNhko7Pj1pfeqtTYOv2duxnJqfCjUusJrJSnVoLUlAQfbM1Pz4XNCqqdK1iQjSO6wMPVqf6YuFnMRg3cEfD0Z5IHovjLUhvzrHgMM2ZFakMbVDHGIw4DnWffEL2IXGMpJN7Ty6EN7lryrh03BNmoQ9y2B-W6cCWkbQul95cj4OybRKstXH6dE3o2QsvkCE5JRTq7DK1_FqSPb8y8eOCFkpbNMuvdGR2gbzQbsHM5R-4c2E045lq98-PMw7adtZhCtDMzMXM1kjVJkXypbqLjOV1oAE/4qc/SjbG3KowTaK-jJlHolOuOA/h10/h001.IzCykfdjfvBfyxHFJxDZGQOj-deq3qc0r_mgkz8nTWE" 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/0dc9d13b-7e22-4235-bbda-56d000d6f81f/1920x1080_-_Main_Granola_Value_Proposition__1_.jpg?t=1777638261" 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%;"> Most AI notetakers just transcribe and send a summary. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhko7Pj1pfeqtTYOv2duxnJqfCjUusJrJSnVoLUlAQfbM1Pz4XNCqqdK1iQjSO6wMPVqf6YuFnMRg3cEfD0Z5IHovjLUhvzrHgMM2ZFakMbVDHGIw4DnWffEL2IXGMpJN7Ty6EN7lryrh03BNmoQ9y2B-W6cCWkbQul95cj4OybRKstXH6dE3o2QsvkCE5JRTq7DK1_FqSPb8y8eOCFkpbNMvOSR4GGr3v_Lji5Rn-LcemessohsuwBBXfiAspW9Zm3aYMsyg9BnILwH63f2Tojw0/4qc/SjbG3KowTaK-jJlHolOuOA/h11/h001.9jSQlhmBuhvZk32iV4e_oXBNJ_gUnfwnpEl09mVkIZc" target="_blank" rel="noopener noreferrer nofollow"><span>Granola is different</span></a>—it’s built for everything after the meeting. </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 <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhko7Pj1pfeqtTYOv2duxnJqfCjUusJrJSnVoLUlAQfbM1Pz4XNCqqdK1iQjSO6wMPVqf6YuFnMRg3cEfD0Z5IHovjLUhvzrHgMM2ZFakMbVDHGIw4DnWffEL2IXGMpJN7Ty6EN7lryrh03BNmoQ9y2B-W6cCWkbQul95cj4OybRKstXH6dE3o2QsvkCE5JRTq7DK1_FqSPb8y8eOCFkpbNMtqH8u8sroUI4KAMmxG8p-i_0fFEVbkGb7Q9BWfHn_1TkgKgygxY8trw4kZHMuM2fM/4qc/SjbG3KowTaK-jJlHolOuOA/h12/h001.7ZYGThHq_se2fhaZ4lA0lsVRWsV5mrOFWUG1DxIcRKc" target="_blank" rel="noopener noreferrer nofollow"><span>runs quietly in the background</span></a> while you take notes your way—no interruptions. </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%;"> Then turns your notes into clear summaries, action items, and next steps—from your POV. </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%;"> Chat with your notes to draft follow-ups, prep meetings, or turn conversations into work instantly. </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%;"> Perfect for back-to-back meetings. </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.yBywWjiZ7oCsTrXLmaNhko7Pj1pfeqtTYOv2duxnJqfCjUusJrJSnVoLUlAQfbM1Pz4XNCqqdK1iQjSO6wMPVqf6YuFnMRg3cEfD0Z5IHovjLUhvzrHgMM2ZFakMbVDHGIw4DnWffEL2IXGMpJN7Ty6EN7lryrh03BNmoQ9y2B-W6cCWkbQul95cj4OybRKstXH6dE3o2QsvkCE5JRTq7DK1_FqSPb8y8eOCFkpbNMvmkQCZCVfVkOdK-pKVZy0qvaNlzaIQ9XBr-jaTwtG3HYAH3YIzGoWilwrnG2ikUB4/4qc/SjbG3KowTaK-jJlHolOuOA/h13/h001.JUBSg2A_XgXd5cwjPAT_iBis6Z_i8brTgE9heNhz1Ns" target="_blank" rel="noopener noreferrer nofollow"><span>Try Granola for a month</span></a> at no cost with code: THECODE (1 month off any paid plan) </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's bet: the agent harness is the product</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/a393e2b1-9c33-4c17-9232-886283bb7365/superhumanteam_a_software_engineering_team_working_on_a_detai_64560258-ec76-468c-9b3b-716c855c4a14_1.jpg?t=1777889154" 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>Beyond the model.</b> Most devs experimenting with AI coding agents start by looking for the best model. Cursor’s betting that's the wrong starting point. They just <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePQ5ZAXHYW8c4N5tCjffBeOraP-fBMIuYkwVEb_szsf8kHZ5YuHXKhGywiPE4HfLIztrO3n3TizvIQw_t5KvGbbYSLDEX5_1ur_CHcSkh7v-OkK25EDR-U3YbApFA7Ubypc15r0IQobqBG9zBL_sE-aPmOIUKUP68fGL3nIaRTeJvOgv5qDZpyRQzLUz8wN-AmI8KN6NyBlTITTjNnbwzZSOEleATTyADn0p6BKkA9aDA_Mtre6qUYNtlHHtxXa6v8dejYDH22ELOAN1N9F8GHjDuIxEua6TPaloXqWz1WSaP/4qc/SjbG3KowTaK-jJlHolOuOA/h14/h001.1rahE5-ORjjI-edE5m6Cj0s9m_f0rX5lm9MGHBjvJVY" target="_blank" rel="noopener noreferrer nofollow"><span>released an SDK</span></a> that treats their agent harness (the tools, prompts, and edit logic surrounding the model) as the actual product. Their pitch is simple: the real value isn't the model itself, but the layer that manages how it works. </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>Inside the harness.</b> OpenAI and Claude models are trained on different file-editing formats, so Cursor <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePdWM2L22K_1lyhjpdw3gKMd-GMYO6wucQ18AYmpSCXRvKb3WMWmSgNwHxlIUd3L-xy2-hOA9G8NWFKQ-1Dsg59oOV-28XUfbZ3o3fTZ0RzQHq55OyGTwNw57KdGoo-ukB-9R7tl6rPfFvvllBZK81X8GU-kHfa5Z7ccBAXDpwHcKkSj5oaZZtOC1sqG4-S_8MCHQF0Fjmg54W4YSPda4TA6tVAzBxc4XUNHoDlmbyiXpgtBoVrHUZDPV8KQgklxo9g3DF8QJ8Dtz0el5pS5HmtVI56eysxFpqxz-WXc-faKiaRImziF5pYTmR1xA_iEThw/4qc/SjbG3KowTaK-jJlHolOuOA/h15/h001.GZJoxPb5Lg0NuLpyICMdw9zQ7I5AY5-Ep9HKbIpN6Dk" target="_blank" rel="noopener noreferrer nofollow"><span>tailors the output</span></a> to each model to save reasoning tokens and reduce errors. Since standard benchmarks overlook these nuances, they use a custom metric called “Keep Rate” to track how much AI code stays after user edits, with every update tested via A/B test. </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 payoff is real.</b> In just one sprint, Cursor slashed unexpected tool call errors by 10x. They also used clever prompting to fix a Claude quirk where the model would avoid long-context tasks, proving that better scaffolding was the answer. </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>Call it “Model-Harness-Fit”.</b> Cursor isn't alone here. Nicolas Bustamante, whose startup Fintool was acquired by Microsoft, showed how Claude Code, Codex CLI, and Copilot CLI produce <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L3uYMR41pZTS5YF30Hh1cHx84wKBSvPw4kXEGpuFHG47KPTVlSp6cMOrHC7CDBLk2iZm5tvWmcFkHLINjytufIq8LhqlQO1WgllA5mtnbf7wx5LgnQc8Z9NttpZ3vEbmZbPc8YXCa9gJNVJtfsVXqJewi5meeVa1wYrpW7td0FH1JHGwvpLGLa0pPG4_IBfVZ7zsodiVo5EISb0t5Aw4gMRg_e08CFY9fM9O39uHn0sXFYQKc11eJJlA3X5MPZsPgkE_gOrQ85IZHDW6yU02bJOa4nApH750m0seQLwe6YNghvM-Oozt7x69AjsXht6MHQ/4qc/SjbG3KowTaK-jJlHolOuOA/h16/h001.29Fljj5ORoL99sBx8GZsNuCEy3FmGSzJQtJkr9bBBUA" target="_blank" rel="noopener noreferrer nofollow"><span>totally different results</span></a> from the same model. Bustamante argued that since each new model breaks the previous version's harness, the work of maintaining these AI tools never really stops. </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/09a4af45-db27-4fda-a5e6-d1bb402f9922/CleanShot_2026-05-04_at_12.14.45_2x.jpg?t=1777877178" 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>Always On:</b> If your long-running coding agents die the second you shut your MacBook, this <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-DvyyQJdytmKLVhxdmT_qFX_Vy2JtQS8OteYWAIne_Ofv6V-ry-7FjSNzIMaIcWY2zb2avmhYUOO6hKWd1MFgQBgjF0MOSefPuOkCk5DKzcQmR95jLtaYVfTE1GHhUnG6M0SFtfC_gWvsShxoMZgFJiRzYaYUwD1PYEAoXYJyI_Ejh_OnXQmNFH4yU8Y_nLNlqOHiEHpSZAK-KBr3Qi3YL4rWlxJNlhb0kYbbC1oRKX5fxBI_RbNzEL6CiMi6wTLmpivTl21vfnBiRLteU2J9GOvWMDYmLaXJ8ruDkdcmf_bXB4kf6kLzg9tTHwMVVBmQ/4qc/SjbG3KowTaK-jJlHolOuOA/h17/h001.2tvmL_52-KoJgCRQRwXfV_2k6LvT-aUs8niUB8Yx9Zk" target="_blank" rel="noopener noreferrer nofollow"><span><b>2-step setup</b></span></a> lets them run even when it's closed. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Agent-Native PM:</b> One PM is running his entire product on coding agents alone. Here's the step-by-step <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ewyx0VA-ZCEh4luIETE-Ym8RwXNUKOkShkbwr8iwK4BCNh6Jo0WuTljdd6dXT8P3eQ2awc_sRK32t6CYF0IOsrvcSRB8V1mXLR42Zhl1wowCov_wcZ47HDgEFX1TO3OBYFZOCvy9p0RVnJ9oO_lp6zrFA0MHYugcLEHHtd7fnaI0Cg0-RXqYWSdr7Sv9FNVQOBioSQeukcZhFyuajLvZ3PUostPhLOA40a4F_HjEqcgYdXUiTCxFNAdOYTDEqbrVKyZVjscH4m2Ph3k-92NXA4uBxz9qH_lCHZgj_UW-8r90yrXbwpq3D4zRzM5CEYWHQ3UBUvm18vxytVUnJen5qA/4qc/SjbG3KowTaK-jJlHolOuOA/h18/h001.iCdBRLDZKxhszXuxuAkgKDe7NG_9f3lF8kjR0COBosA" target="_blank" rel="noopener noreferrer nofollow"><span><b>breakdown</b></span></a> of his exact stack. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Skill Check:</b> A Google senior engineer shares which <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjzptVMz1kH8EFL5iAGmlgM6n20Hh9Ei09MIGaQ4-zcT4UHGmhMFcTobWpyGFj2U-OpqQh8vIxZb6OPT4lSoEWVdNdjUjP8Csmhj7LMZ33f8cqJceqRW-r0g-_Lf2CZnhfQ6uZK_vxrCUgLgiCT4rDYMnS2gEbZtSMwXxXAkFzMqOsf7CWAy-iKEdDhz9OvRFI0-iy4ZUoyVZnL2T1pE5jcrFipF36ps--t4yoR5ghyV8GK7mKgUixsX_zqJb9qWuERNn6lrvc9alAvq_uiiB0nk/4qc/SjbG3KowTaK-jJlHolOuOA/h19/h001.8n7QpXN0L9Feuya-g_FvoZezBFZo5G9n6jv5TtP23YE" target="_blank" rel="noopener noreferrer nofollow"><span><b>AI certifications</b></span></a> hiring managers actually care about, and which ones quietly collect dust on your resume. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Idea Killer</b>: This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyEoPZrLR7S0pcxl8T-t5oUCiwkFHsADfv-2AhyOg3-I5bEEwGuyHceZsEOXwrwZfb-0l84QCxNDQe-ercYMCquv7qA0HlHQGb3W122SL7nWonrmUAH_dj5xFCMwpfVdioMR5vZxQ65PF5zQ_3I6SaQotVr3xcBwy2jzTfZbRyM2LvoXUkr6OQsL4jqPa6f6vf9-xVTsg6ri6EEV9gUxnyFPyW4PTlysvhRz5qWZj2nIq2oUvrMv6jJ8C_UOKLoMdxG_C9eyU8Un6DjjqO09fcAf_rYpttzthfBYMjGpUyPm/4qc/SjbG3KowTaK-jJlHolOuOA/h20/h001.x0ZobwTTarybsodtqi0kbWLsypMIU219FaSpZc9JFAM" target="_blank" rel="noopener noreferrer nofollow"><span><b>Codex skill</b></span></a> pressure-tests your startup idea, hunts fatal flaws, maps competitors, and scopes a 2-week MVP. OpenAI cofounder Greg Brockman approved (1.9k 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>Codex Pets</b>: OpenAI quietly shipped a /pet command in Codex, and one developer wasted no time turning Anthropic's CEO into <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5Xok_gRJ_GN8c6ZsHsrXtVKu1xRpccDt8SlMmBtrv4P5HXiISwKyAzmgO37MsBwDCodE4aY30uC2tIFOk8P0nBBe-q1Tr3r2yQIM7JTrbdgrghEP0K6A717hZUI5vW1IP7LJPloM4PeNVEAthigDuFAXWb1rT4MLv0hBM5ewbMeBRIdphrX9VtXdPDjcf_tdfjSsn8oiOjgwDok0BdK0YW1CqRPl5cxTYRrWLodpZu0bXEojudmDjUxpNsbaFIHcnIEuOAVo9qq-ZKN9RRwZsZRuj0ljtlI0R0tIs4LypRbdDPE5Ij7aMu2_AGHtv-o1Q/4qc/SjbG3KowTaK-jJlHolOuOA/h21/h001.9x3g6awAp_S0xKv84fCVWe2aGRrKtWujNxVbkekrCZA" target="_blank" rel="noopener noreferrer nofollow"><span><b>his pet</b></span></a>. You can make your <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_ciJ3yfbgnSCGMs9ZvmplLsKfBj9uuy8Pg8bbuGdHfLXCN8u92SiF86d5p9gplAsvBN31A-ldX1UGX_a7n1EmJkb39SzPj85ChZa-DOMA2viDdKF2WKF-eMh1hxcN5tTdq64aSidae4uNeIyKhjlL35p5r4oV_-8FlEyXTEh-RCBElfAKgdBAe-qiL2jUV6gbH92FjgcLCvFSX-vFbul06XcvrWfnUbTHEXiUwcTnxEUfke9w7Pa1rpYr-YjB0UhT9DO79df5cCQ_uUNNne_5BJY_7QFaP5XPQppZqEmHQ5W9QU5PeuOZD6_ChaT4yrnQ/4qc/SjbG3KowTaK-jJlHolOuOA/h22/h001.hKvM26RI-0Srhtz1zWFU1lVTZ38A0835rKzl_9UB-q4" target="_blank" rel="noopener noreferrer nofollow"><span>own</span></a> too (4.8k likes). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>One-Prompt Module</b>: A founder built a native image processing module for his JavaScript runtime using a three-sentence Claude prompt. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9emSsnbTLMyxXdg2a1EHMNiVndubmHfY-h6Z1QLpJbstQrtHSOZKEIS_DQCcezWpKQkmJ8KDrm1n8U6U-c6Z-sOahslivTeBImMnCOcbuwx78tIIYVV-WqiVCBbhad6yLuk61w6OEWpJazWwEvjRVlzTRjYBSkN7d3ZrpyTKS9pdKIT4DH21vz80dYjCZdF-5QRBb4LzoCIi-iB4AC-2yct2FxiLwtETYq8SmhN3Ya6hwzeKQRVrq956noDPMxuq3wR924f9eUx-NFdKLU_KkX9A4nIA2-MMbNB_lN5f6fWD-XvUib47RdUvJtvDhg2fw/4qc/SjbG3KowTaK-jJlHolOuOA/h23/h001.UNq-bOmP0f-5xqI12IofOrCy5f-59zF2MLXQW-4hDlI" target="_blank" rel="noopener noreferrer nofollow"><span>Here’s the prompt.</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;"><span style="color:rgb(18, 18, 18);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:400;"><b>Trial Tracker:</b></span><span style="color:rgb(18, 18, 18);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:430;"> The Musk v. Altman</span><span style="color:rgb(18, 18, 18);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:400;"> </span><span style="color:rgb(18, 18, 18);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:430;">trial is unfolding right now, and this </span><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2KcBIT_Qdo8t6TyG1NdsnTl3nfTB8T5D6q1zkFm3t_U73rkQk2R8CjdZ9I9l4ZjDGxI7_w1fQKNPcaqGRS5-MCC45fMGT_dGI9kKAWpxug4nAv8RVOSa4vGhCbrmQRtmyk90q3LL636It1NLR1s7JZFLJlrdhZFwqZzJXpWqGMMfPo4U4yz2I78fc4d5lHNUv06R0kMWjNTYjImZZYRw4cI2A6QPkvHcJbEv8wOYy0HNMND9JIitJnOYl9ddtmoJdyaqO-hNtiMcOWRIXIwkyao/4qc/SjbG3KowTaK-jJlHolOuOA/h24/h001.u12BF3qYFwfFC0Kn7dejemtPx6gbZKOgpHGTOmD7HgU" target="_blank" rel="noopener noreferrer nofollow"><span>wiki</span></a><span style="color:rgb(18, 18, 18);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:430;"> built from court transcripts is the </span><span style="color:rgb(18, 18, 18);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:400;">cleanest</span><span style="color:rgb(18, 18, 18);font-family:"Anthropic Sans", system-ui, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;font-size:16px;font-weight:430;"> way to follow every twist.</span></p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to skip copy-pasting errors into Claude Code</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6GIJdfKvwtincv886S3Q32q2klQIfDHTv1vTdzKpGCglLJTjFoiZe92FMqNHexk4oTdlJ0YPwvNWoVaq5U_rof0bHJvmCwmjAe-Oscnuov1GDYSE_NtXMjf_-bKt37uQy5qOIvV7ceQaKwQ0J0n5KotAUhQKnLHXtBqQX5BsHpTZNvk2MLB6xrH7jkOlj1TyvR800tYDM5G6XY1v8I8pngdlniNCnwoDhO0-3Lg6BqIhfM5DyltUtTnczbneH_RWo9-spS0cj5djFWWQmw_63d12u9ESWE_GcMTYFeEmMGjkfndKJ22VkcQ_y4gPLYtQA/4qc/SjbG3KowTaK-jJlHolOuOA/h25/h001.GVTuSTJpr-oR8_yk2Z-GiCTa-y_FBompB27TSEyf_7I" 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/21cfce1a-0483-4ec3-8a0d-f099a2387caa/superhumanteam_a_software_engineer_sitting_at_a_desk_typing_o_5650cccb-5ee5-4366-8ced-a6406a67f2e7_3.jpg?t=1777889275" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Copy-pasting error logs into Claude is a major pain. You lose formatting, waste time, and truncation often cuts off the parts you actually need. This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6GIJdfKvwtincv886S3Q32q2klQIfDHTv1vTdzKpGCglLJTjFoiZe92FMqNHexk4oTdlJ0YPwvNWoVaq5U_rof0bHJvmCwmjAe-Oscnuov1GDYSE_NtXMjf_-bKt37uQy5qOIvV7ceQaKwQ0J0n5KotAUhQKnLHXtBqQX5BsHpTZNvk2MLB6xrH7jkOlj1TyvR800tYDM5G6XY1v8I8pngdlniNCnwoDhO0-3Lg6BqI8831m4twS_pH8g1dDtvt966Mj3W6cPwNRzIdaoaDs2e9b0329oE1jVFtgUeyocodERDf7NAAdnZY1QN07ZBf2g/4qc/SjbG3KowTaK-jJlHolOuOA/h26/h001.FXZIqbjJlK9Zk0Ga5vXFRK2jkNhz25PTUK52SsM3w14" target="_blank" rel="noopener noreferrer nofollow"><span>fix</span></a> lets you skip the manual step entirely by sending any command's output directly into Claude: </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>cat error.log | claude "fix this"</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%;"> By reading the full “stdout” exactly as it appears in your terminal, the model gets much better context than a messy copy-paste. This works for any command, making it easy to diagnose failing tests: </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>npm test 2><span style="color: #f0f6fc;background-color: #8e1519">&</span>1 | claude "diagnose the failures"</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%;"> To move even faster, set up a shell alias like: <code>alias fix='claude "fix this"'</code> to close the loop instantly. </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. You can find 50+ AI coding hacks <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7smScni7E9ePvR5sqx4-vEhrh5sne6QCT0Gd4jR5noE-KnDcX2VEX6-H6mXwrLdqL6Pg7PR7i8k299H-_Dbk8evJGgOTFpO078C8TtC_32RHs55vkeN42vyABxhj0FDD2LWhCTSr0GqkH34MVBFo0wYLFs7IXIWar9PH-YU9gWeR9aR5BrH7JrxGJj80_StIej0rIAeOkgFyrZ5Mxeho0mqQJUjrwCKQs6Fq8RdaGu6rdC_AwscOkPVPINpBxKq5ZDaXi5WqdyUDk3hR7OeW1EFf3QDCZdS3vFlOUvOaP-AP/4qc/SjbG3KowTaK-jJlHolOuOA/h27/h001.jlTivZbqGUK7fCnTSjvebp35DiR5OapI8HCXReyoOkQ" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyX_KqclD3v5O4B5AOeB-esJKaaT0lE5q5FzqiuuUFACjToFlQu_0tjY9I1_1pZKsZOBVZVAvteXl28NsSN9g31akViSMCqSEC0KfrEa56Ktr-YQm0BRJDvDwL3aTrN-_dLcZPBJaGz1JtPoUtahouLDGJwhCH-8ttAcCCavwak9stXo6Lawy_R0LOv-Jk110dNUEdtFa9KX6caQbuWPFocgg8yXTFnNBuuR29a-sz6D0eQYpYFjLqGfqR4LnGJqKH7xIbJ8goMS1DzBvFvGiPH/4qc/SjbG3KowTaK-jJlHolOuOA/h28/h001.6Ut3jzPv98HSmdArcE3KJnE-s_CSVCbSwvziqOoQvJo" 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/fae6150b-dbb5-47cb-99ca-50d69053b21d/Thumbnail__16_.jpg?t=1777887918" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyX_KqclD3v5O4B5AOeB-esJKaaT0lE5q5FzqiuuUFACjToFlQu_0tjY9I1_1pZKsZOBVZVAvteXl28NsSN9g31akViSMCqSEC0KfrEa56Ktr-YQm0BRJDvDwL3aTrN-_dLcZPBJaGz1JtPoUtahouLDGJwhCH-8ttAcCCavwak9stXo6Lawy_R0LOv-Jk110dNUEdtFa9KX6caQbuWPFockqBEhByARQCzzoF75mhH83kkI5kZOTOSqQe7ItuyU2ryCg5oJvdZNOm11xAaA_bh/4qc/SjbG3KowTaK-jJlHolOuOA/h29/h001.8LU1CcXRwzG2TLjKsbg7HpK-ZqobtGQAo3mVKrskotE" target="_blank" rel="noopener noreferrer nofollow"><span><b>Build and ship with Codex:</b></span></a> This 4-hour tutorial shows you how to build and ship full-stack web apps using OpenAI’s Codex. You'll pick up hands-on agentic coding skills like leveraging plugins, setting up automations, and running sub-agents, while mastering stacks like Next.js and Vercel to level up your workflow. </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.AtRzLqL3EQmRcf6rV4XqukHYoV3rk3-pt6ZXQ1X32B51chKkAqiFcvvNew7n8roi1Cn0xk16C9cSkxpk0BXfa1RQrC-hWDHrghQH4_lhr5vgpGlMWUn_oXr5P2XYSkLDaXxnXsjNphG9ufCqZ82gpM0i09L4sGIisJmJWXpzWw3h_Q3ZHU-CiUMMN6p2RBe3G4dqhfgEA3dNvcoMTbsnj7qblb7TNKm1zzqnD9IcYrz2OojGO8te4puQNyw6B5jAHc0Nqx09welEVuD04e_G9ioll5VDNsSvPY8MgJVg5oc/4qc/SjbG3KowTaK-jJlHolOuOA/h30/h001.X507npiCPZ4YZsIQhIr3tHAAtM6rM2vR_08GJFvEF_s" target="_blank" rel="noopener noreferrer nofollow"><span><b>Montage:</b></span></a> AI agents are notoriously slow and expensive when it comes to rendering UI. Montage solves this by turning simple intent schemas into production-ready components. It’s 10x faster, slashes token usage by 100x, and keeps everything perfectly on-brand. </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.yBywWjiZ7oCsTrXLmaNhksM4ix3em1of7rr8JgdA1ZVnqwhaWoMwnGsPiYEUaRG-sY8xKaWqwPs8gekPr0Jlqj60ftDnHFPOpRPVQtv9fMDJKYpsEJZKa0Rh2piMXf5AXDI3mjJz3-K7YjYQBdpCmfwZcKWF8l5jnFyez1FUIuXz6_dUQkrcw-GojDDPh82XGW_4Vkfq66yvO-aiGjcvIdI3rTuoYUBc_iIZEWCkXHexLbuVspGOLPvokDzaCFUOw80N8EMebVsKtsQ2koQ6zbLMSQMnogzSPvdNUPGwNbi6oo1bX853guAH63a8Axmy/4qc/SjbG3KowTaK-jJlHolOuOA/h31/h001.7FmK4UmqI0WeM83apLS0DnrbBXBgheKpxAWIOaUMopk" target="_blank" rel="noopener noreferrer nofollow"><span><b>Ruflo</b></span></a><b> (39.5k ⭐):</b> This repo is the leading orchestration platform for Claude, designed to deploy multi-agent swarms and coordinate autonomous workflows. It features an enterprise-grade architecture with self-learning swarm intelligence, RAG integration, and native support for Claude Code and Codex. </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.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g_C8NHnaUjNVobjYB-YcLQztNcUKRRwLqjutRKd-uI2LTZHIMQFUx6CekmMlHA3VBBOA3Seen4CriLpEN6DYL-fJN8lMIw-16pL5IyYVhfmYeqamakxlBSKPoMfHLcW7DoiEzmbgZU8f3YqkWuizRXlA6wCssMH59z9clW6xP2m3wt1uWVFkAVRQWGrcNbPR92C8qrpgUUM5fv4nVmYoKW6xU5epmsDwAWDmJezqXSjQaR4Eg7N6MGgQTZFT3jRxrXysWijbk2HvsxYH63uybBLj3LFFbbkhRe3IExVhphtQjJzIK0ONT_loz97FMgqt_o/4qc/SjbG3KowTaK-jJlHolOuOA/h32/h001.QeG1AyC6PzvqNRzmDK72x17NQCwZqlV9sN79_PyX_34" target="_blank" rel="noopener noreferrer nofollow"><span><b>Speeding up agentic workflows (by OpenAI):</b></span></a> Traditional API requests created major latency bottlenecks for coding agents by repeatedly processing the entire conversation history for every action. Switching to persistent WebSocket connections cached this state, eliminating redundant work and speeding up end-to-end agentic workflows by 40%. </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 260K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585SS6VgV6WQzoQR3tHYy65eWOdMUrALuvsWNb4_G2DjezgCBSReIe1DWPP2aowT1YbpAqyRXw6PmwH5OsgAOwhVvwgXyEqsnCNmXGSFyI2FMVBSXQyjrymFQRnRPcunRcgdBXAivtyeUQkgiAAvJvejBDUbKILrKKkj3If5an_AGvT6wZBMDTZ2fda4UEsmpso/4qc/SjbG3KowTaK-jJlHolOuOA/h33/h001.wVlxPVo5Do5ap1Pr3gQQ1dwuYYWfQqoCQYALN5LhFLc" target="_blank" rel="noopener noreferrer nofollow"><span>Get in touch.</span></a></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="e" align="left" valign="top" style="padding:0px 0px 7px;"><h3 style="">What did you think of today's newsletter?</h3><p style="">Your feedback helps us create better emails for you!</p></td></tr><tr><td class="ee e " style="padding:0px 0px 0px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; 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border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAO_5iK01-grb5B6b9rxJbggCgMjlnTyujZ67LuZkL4w3QYbSZASQEjt_h9ck9FHbNJyiCcuTRHCUX-cemAuxHPIiicBbbS1Rp76tWo4GvBcA_jhBmQ65Ekn_ZwY75xN2XOMqnqDwdM-7QIWrViu9A4Lb2USFtXeU8W9WNTfVQC4xBsTPMHTLdcWSaWVMZx6JrSo6J45WppkC8DlLzZFFVP4WVOY3Q3aykOIpJCA6nIhk6vaMgEGblFdfZQcq7dDK-epck-5JvEb1D5jTe9Yo6UlvttbOKJvYX6OB0OQAP0tpXVgtKaLg4TmXNQe-Ow6UA1KeDbDLxy0TU7Uz9C3q9AlADXvuzOW-LqQlbIXcn6NYUivHLB86KLXXDB54G8SK8lejFatlx7hr6FeNPrukvUiCnpzrBBMQkHKX5V-LA35nNWmb8byhlnWMEgFb8EHZfEhjpjKdPRln24vUWWdktQK-Mqf31IqtavT1IBWR8dmwajFHYebFUACxtHpY4kEjm5dKe4WDyvDcUwNfIG6zZ9EzHzBoASslTo7DwIoWRQggr3OGVzMLSY0NDHat6b8KI1ETdfMQBpiPExa3AbTFOUSg6tZUPVgRIeeH4j8Y-4vdIIz6ZXdeENsKQqkl1cliQFNS0jSVeOgNF_p-r1tR4Gw6aIoNyK2zRG3t7SC4Hz10QbBKdkE1IMGex8H3zjtgsUrl-ARv1Dv8wgbcEx5IXALWUuWjZs-DeD0USb7PWsIWXrvi7Gpyaajj_OfFXnHkIV6l_4XKsO6uhcsBgP0sPDXSQbNWXGApAGEYhdPnukVl0e6bqOFPsJvvyS4G7XlR9nMqSU6u4MtXDUNT8YahkxRIjLoST9tvQtrtcrdQ1geIeXXZPbitAwphyy65Y8XKoHaGuAUjA2cnHN0YaxRs47vrsONedcTFpnrSjJ_dUSh2fVfHwiCljlZYqS0nqA-3fEodmhuv43UHgDbUPZ-31OK_E_iBp-caDHBstvKGfO_SA/4qc/SjbG3KowTaK-jJlHolOuOA/h35/h001.LT6rlwAK1MZhGPIN8ol4xOfKHYvY-pA3qZvqQoBacHA"><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_s6AftXBC3OfCry1RhCNn2W6_XdnZs13y8MwlLNdDpoFoxFYKQ53jwAw2yEF3qv-ge3s2Tc0Q1XSqNezu-z64opzyihEs-vSvrsafrCsuw_3u40M0e2SjjXYZqA92X9vl1ZvA2Ahpvpb5RKU_t3PIPrLENUjfXoPh50HWaO9QmXKielpFNTkSccdmy0vL5N7qydWNZAf59PGuLGHaSimN7dQEpO9LLigMQooQwmlKtnCRqIn96Yd2N3hmSIaJFN8TK_1V6EI9Ux2lTuFcVmhNZD76DId-M51D0WJuPQSdZsvrSXMV_04zUJ9OwEgaPmMhUNNH_onxgZyfnvKsS_il-5YpBxzc39VuWyYpYU_bampYeeUaieKVJy7cYJF9sr-f2ARiXraI4kmUDKsE79JKI2nis8D0Jm22NFggAXv_NjUTKn8YNWI1prPIK8t6FiHDvwtv8RB9TqMjn1bkQQywPUtZJ99RocZj2YRRMssgrFZl47MQ8xDE8ESP2em_d0bO1qzzi5cBgUGyL0Grbn6qk-VXid7g5CEtvmKnPzTTK9RrK_TmC1uRCgJFjtJhkouC0AjNuoIDgBHzjDcNs4hT_qosRkW_6s5l17bWNe4ymb0JDwi-4r7rMOYylqZqmbyvZtgTFzlRcmKLRMfUWGO1S3ZKXEy7--5GHpnedIXJjTvoAslhbHTRonbCE8zjua_TEKHE5-sWehbkXAndX7JO372ni3R_YlAoTY7izNZMcJRmPp4dUzL6FojpyfxATmeLQOll0vyJaYSS3_yyOK3gCluQfJeBNjeXJcZgASlZIGPx64durXJmSY3CfHC4ic8QUV0SXYpGiF0YyZbqIAU3S0IXZ1v545i--7klxvQ56B0gOTP0ISkR4CI7LyHg7r7JOVqZh0jENCO00bsb5KWI71f5tnFFWnWYYY8YCqkvN7W6WBn0cUcqBRyPeMGlQ/4qc/SjbG3KowTaK-jJlHolOuOA/h36/h001.htyTa8a2X7AWzF8L29BLWCnUpZ7ur0Jw18gWwW-Yjb4"><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-nul-t_W-awc7xC1Rujqk4biQMcMhM-ewQQ5UHfbCb_gJzKsl_DcbSXKqsYrVtIRXh0uMD7tezbK6pfLMal83cGooDB80kUMymNrIJYmDKbAt8RABe1QVpm9RakZ2cDzDXTkOBTqr0Q1WXAq_QCDM452QfJGckzJqzmhszUaSzVUuEhFhbIuRUSO5wgZhnYknwHZwQK8dripAjC_IdX8nG_d9CkuGxUSsKlH_6bmgGnLdSTg3xNunltQyOCE5WPWthyTpdoYqCIDugFBgssm7sXQ275lXwel51gGudz58_4uOlbHqzO4KZ9nWAD3TQl-WanQK1zPdCk_VExg8PTGkvSGsrlAub5XtsmQ73pSY5jtN4HoR8RtT9Lg0DWepMFznHet95jjzZ2UQaCaUM29Sg8g6xtfmvGV_LpE3fUrgSifNUIaLIQBw-qGpipZMYkG76Jy6p4c2ZITVwMOg__RYw6-exHrdA45da6JccecCJlWqxX1Mv_0e-GxpaGqUpQn0Tg0N6UlDOHEv5jQHFERl1MHVE-ZWQeYQfZUjqLnGlTdrm7dsTbzXI16GKOjoZcZEUVDO-YnVynWmxIpnyyu9HSy43UEU2-vhzqiSa-YDSFv6TdRjcYLZLA95kdPYsE4b7wdMsXWcbeU3cnqlqhFrLSdMtBgkEsfuGGAAEPzPTW_rfBbagiX2np9GbwEErtS8aNDN4CXZZyBQ3vS15KRu8nYk3xwrBYyyGJNRCRi_vPhN_Ny884C_PPpOfh1_fLzT_wNoR9KfwDDJP_fMjcTiIpC8gXG_Kxc1KDl9gjP1irr94rSWf_61-8GVoUL12QE9dlOVhyG2BTQSGl4g2W79jeXNWOKSmWSYt8RXzEZ0t60vIU5dLzUGkff51OahEWxEay_iZN2uNCdkdZzpXohj6D9Hp9ARG0GVblVDkHi3T_FWkYun2OpGODQpZUuq8pXWXSp/4qc/SjbG3KowTaK-jJlHolOuOA/h37/h001.nmaEPjT9eMWOyoSIlx74hvGmNSgQfzif2ouV2QaoO-0" 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;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4qc/SjbG3KowTaK-jJlHolOuOA/h38/h001.IxiQNLodF9hk_1giQ7npRhPbeKjt4WJDsR3_-d0SNqU' style="color: #030712 !important; 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Plain Text
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48c26b5b-5e41-45b8-87bc-f7e3479347c3/Group_thecode_Granola__1_.jpg?t=1777638195)
Follow image link: (https://go.granola.ai/thecode)
Caption:
----------
**Welcome back.** OpenAI keeps finding ways to make coding feel fun again. Their weekend update pulled over 3 million views on X — and developers are loving the playful twist. [**See it here.**](https://x.com/OpenAIDevs/status/2050275713824211041)
**Also:** How to do agent-native product management, pressure-test a startup idea with a Codex skill, and follow the Musk v. Altman trial in a transcript-built wiki.
--------------------
### **Today’s Insights**
* Powerful new updates and hacks for devs
* Cursor's bet: the agent harness is the product
* How to skip copy-pasting errors into Claude Code
* Trending social posts, top repos, and more
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **TODAY IN PROGRAMMING**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/5271c70b-c639-4d29-92a2-0fdc55b7e1ea/Thumbnail__15_.jpg?t=1777882662)
Follow image link: (https://www.youtube.com/watch?v=0SgCiUfoYo8)
Caption: Click here to watch Claude Security in action.
--------------------
**Anthropic unveils an AI vulnerability scanner for enterprise teams:** The AI lab just released [**Claude Security**](https://claude.com/blog/claude-security-public-beta) in public beta, using Opus 4.7 to find and patch vulnerabilities in enterprise code. Its multi-stage validation cuts down on false positives, letting teams fix issues quickly. You can send scan results to Slack and Jira via webhooks or export them as CSV and Markdown. [**See how it works.**](https://www.hedgineer.io/content/claude-security/)
**xAI's newest model brings always-on reasoning at a fraction of the cost:** The Musk-founded AI lab just shipped [**Grok 4.3**](https://venturebeat.com/technology/xai-launches-grok-4-3-at-an-aggressively-low-price-and-a-new-fast-powerful-voice-cloning-suite), which features a reasoning-first engine and a massive 1M token context window. At $1.25 per million input tokens and $2.50 for output, it's significantly cheaper than Claude Opus or GPT-5.5. They also launched a [voice cloning API](https://x.com/xai/status/2050355373052223585) that lets developers create custom voices in under two minutes or choose from over 80 voices in 28 languages.
**Developer's AI-coded app success turns into maintenance nightmare:** A viral Reddit [**post**](https://x.com/i/trending/2050965519042265551) detailed how a developer spent six months shipping with Cursor, Lovable, and Bolt, resulting in a successful app but a codebase that was a total disaster. When a new hire joined and saw the repo, they were completely lost. Now, senior engineers are calling for stricter code reviews and treating sloppy, unchecked AI-generated pull requests as a performance issue.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **PRESENTED BY GRANOLA**
## [Try this once—you’ll never use an AI notetaker again](https://go.granola.ai/thecode)
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/0dc9d13b-7e22-4235-bbda-56d000d6f81f/1920x1080_-_Main_Granola_Value_Proposition__1_.jpg?t=1777638261)
Follow image link: (https://go.granola.ai/thecode)
Caption:
--------------------
Most AI notetakers just transcribe and send a summary. [Granola is different](https://go.granola.ai/thecode)—it’s built for everything after the meeting.
It [runs quietly in the background](https://go.granola.ai/thecode) while you take notes your way—no interruptions.
Then turns your notes into clear summaries, action items, and next steps—from your POV.
Chat with your notes to draft follow-ups, prep meetings, or turn conversations into work instantly.
Perfect for back-to-back meetings.
[Try Granola for a month](https://go.granola.ai/thecode) at no cost with code: THECODE (1 month off any paid plan)
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **INSIGHT**
## **Cursor's bet: the agent harness is the product**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a393e2b1-9c33-4c17-9232-886283bb7365/superhumanteam_a_software_engineering_team_working_on_a_detai_64560258-ec76-468c-9b3b-716c855c4a14_1.jpg?t=1777889154)
Caption: Source: The Code, Superhuman
--------------------
**Beyond the model.** Most devs experimenting with AI coding agents start by looking for the best model. Cursor’s betting that's the wrong starting point. They just [released an SDK](https://cursor.com/blog/typescript-sdk) that treats their agent harness (the tools, prompts, and edit logic surrounding the model) as the actual product. Their pitch is simple: the real value isn't the model itself, but the layer that manages how it works.
**Inside the harness.** OpenAI and Claude models are trained on different file-editing formats, so Cursor [tailors the output](https://cursor.com/blog/continually-improving-agent-harness) to each model to save reasoning tokens and reduce errors. Since standard benchmarks overlook these nuances, they use a custom metric called “Keep Rate” to track how much AI code stays after user edits, with every update tested via A/B test.
**The payoff is real.** In just one sprint, Cursor slashed unexpected tool call errors by 10x. They also used clever prompting to fix a Claude quirk where the model would avoid long-context tasks, proving that better scaffolding was the answer.
**Call it “Model-Harness-Fit”.** Cursor isn't alone here. Nicolas Bustamante, whose startup Fintool was acquired by Microsoft, showed how Claude Code, Codex CLI, and Copilot CLI produce [totally different results](https://x.com/nicbstme/status/2051131906327212298) from the same model. Bustamante argued that since each new model breaks the previous version's harness, the work of maintaining these AI tools never really stops.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/09a4af45-db27-4fda-a5e6-d1bb402f9922/CleanShot_2026-05-04_at_12.14.45_2x.jpg?t=1777877178)
Caption: Meme of the day.
--------------------
* **Always On:** If your long-running coding agents die the second you shut your MacBook, this [**2-step setup**](https://x.com/petergyang/status/2050963126234034387) lets them run even when it's closed.
* **Agent-Native PM:** One PM is running his entire product on coding agents alone. Here's the step-by-step [**breakdown**](https://every.to/guides/ai-product-management-guide) of his exact stack.
* **Skill Check:** A Google senior engineer shares which [**AI certifications**](https://www.youtube.com/watch?v=1LlW9rdtWZ4) hiring managers actually care about, and which ones quietly collect dust on your resume.
* **Idea Killer**: This [**Codex skill**](https://x.com/gdb/status/2050972114077843772) pressure-tests your startup idea, hunts fatal flaws, maps competitors, and scopes a 2-week MVP. OpenAI cofounder Greg Brockman approved (1.9k likes).
* **Codex Pets**: OpenAI quietly shipped a /pet command in Codex, and one developer wasted no time turning Anthropic's CEO into [**his pet**](https://x.com/damnGruz/status/2050351249162375176). You can make your [own](https://x.com/OpenAIDevs/status/2050299857974489153) too (4.8k likes).
* **One-Prompt Module**: A founder built a native image processing module for his JavaScript runtime using a three-sentence Claude prompt. [Here’s the prompt.](https://x.com/jarredsumner/status/2050504432081908210)
* **Trial Tracker:** The Musk v. Altman trial is unfolding right now, and this [wiki](https://trial.mts.now/) built from court transcripts is the cleanest way to follow every twist.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **AI CODING HACK**
## **How to skip copy-pasting errors into Claude Code**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/21cfce1a-0483-4ec3-8a0d-f099a2387caa/superhumanteam_a_software_engineer_sitting_at_a_desk_typing_o_5650cccb-5ee5-4366-8ced-a6406a67f2e7_3.jpg?t=1777889275)
Follow image link: (https://x.com/svpino/status/2046928263134802314)
Caption:
--------------------
Copy-pasting error logs into Claude is a major pain. You lose formatting, waste time, and truncation often cuts off the parts you actually need. This [fix](https://x.com/svpino/status/2046928263134802314) lets you skip the manual step entirely by sending any command's output directly into Claude:
```
cat error.log | claude "fix this"
```
By reading the full “stdout” exactly as it appears in your terminal, the model gets much better context than a messy copy-paste. This works for any command, making it easy to diagnose failing tests:
```
npm test 2>&1 | claude "diagnose the failures"
```
To move even faster, set up a shell alias like: `alias fix='claude "fix this"'` to close the loop instantly.
P.S. You can find 50+ AI coding hacks [here](https://hackbook-chi.vercel.app/).
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Caption:
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##### **TOP & TRENDING RESOURCES**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/fae6150b-dbb5-47cb-99ca-50d69053b21d/Thumbnail__16_.jpg?t=1777887918)
Follow image link: (https://www.youtube.com/watch?v=j7d5rs0iMlE)
Caption: Click here to watch the tutorial.
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### **Top Tutorial**
[**Build and ship with Codex:**](https://www.youtube.com/watch?v=j7d5rs0iMlE) This 4-hour tutorial shows you how to build and ship full-stack web apps using OpenAI’s Codex. You'll pick up hands-on agentic coding skills like leveraging plugins, setting up automations, and running sub-agents, while mastering stacks like Next.js and Vercel to level up your workflow.
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### **Top Tool**
[**Montage:**](https://www.usemontage.ai/) AI agents are notoriously slow and expensive when it comes to rendering UI. Montage solves this by turning simple intent schemas into production-ready components. It’s 10x faster, slashes token usage by 100x, and keeps everything perfectly on-brand.
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### **Top Repo**
[**Ruflo**](https://github.com/ruvnet/ruflo)** (39.5k ⭐):** This repo is the leading orchestration platform for Claude, designed to deploy multi-agent swarms and coordinate autonomous workflows. It features an enterprise-grade architecture with self-learning swarm intelligence, RAG integration, and native support for Claude Code and Codex.
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### **Trending Paper**
[**Speeding up agentic workflows (by OpenAI):**](https://openai.com/index/speeding-up-agentic-workflows-with-websockets/) Traditional API requests created major latency bottlenecks for coding agents by repeatedly processing the entire conversation history for every action. Switching to persistent WebSocket connections cached this state, eliminating redundant work and speeding up end-to-end agentic workflows by 40%.
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==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 260K+ engineers and 150K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
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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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