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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Thu, 11 Jun 2026 13:01:52 GMT
Subject: 👀 Devs love and hate Fable 5
To: [email protected]
Date: Thu, 11 Jun 2026 13:01:52 GMT
Subject: 👀 Devs love and hate Fable 5
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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 a local agentic coding workflow  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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 11, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9sBwYe9Us8bRPvCOZsmnhTjsbKiKimy70TQ_c3tCH5I7VUOo1Yi-bAX79rP9MoF-qCw_SvKS0zHVBFxGDtk4m72Gvs3op4GWkDlOBfXX8yFhpHpFyazN-zqvjQjUVIQF3A3a1AKzaDOUGw5-MzyHwSi2oJMTc7nttwn3If717_ZyYUKniKiSgu4N1qzJxnd3nU8IgdXj8YMMv9Ou6M9KQGOzlSet73JbWCkUSiy45dfh5mvtDy7EJWklfkfIyLJZcuI4OPdCuMQenRja34d5ONfJmqBP1MbhCRI2cntgcwB_X7L07Vi3ed1BsDF6JPtH9l-E0gNujkNaPRru4LPdg0EN97daQTfWHsKMbwIAHTMrOwrPTjHgxkF33nTUBJnaUczvfsL-3XNu2oGYSgqYVqVoXrP8eZ8bWRg7FMbgOGZUmbItzzqGmFBAWHhTmiN2qekb5kfoha_M0b4V4TEZt6nYwfY0Dx0z8BoGnx-QSyRWyDdzurmGIw-aRv3yjqQdshe84dJEwEuNYmbWbEtmugYh3F17eJQYJbQ_IaanhwKo-Z4V6cmXLhREyjmyUDoJPUluT0TqECUgRIvrd6pq2gTjKm7vIEnxp7iUHgyc5ANvDhD_Vtn75XzbpyCqljwFhjUdXYN1bLkTh-ngQRVks3oVhkKICCAtFIe6NOCUlzvqeGMe-u_vi_6fa0xXJrULl_Tx-KwFfOs3ebJx8XHDYmBB3gMIX4Ft8o8BtVAI_sIQpEeLhbcDPu1mqq0nT4XHo4xe7hoLVqZgElPjdt3QZa4aWtUNrGWQMUCiAGqpfV_mg/4re/vWM6GXEESqy6veHaAlY7Ww/h0/h001.xj-fZ1j6x8ukTeimF51TXhje3mBqveme6v__amBULHE">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/4re/vWM6GXEESqy6veHaAlY7Ww/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/u001.9gcMOkjOtNYGV3uudiXU2FLuLYiy1F90fzUpgxZduSpEzFlIibgb3my_834VSSkPot81QI6is5FGmrZ4N-nxGdJ-RiKM7I7R5Ruwnex73_uHDXh7hZQaKSbt307yCSGxVb2QdCZed5YXJSAdWxYkpEX3lgDpvJFmuaNPQnAeWA8ZGHphOBMwJKrvtgwt9P67knQXXk_Zkp70PAj9vi-T4Q/4re/vWM6GXEESqy6veHaAlY7Ww/h1/h001.ZQ1srji-w7CrI_AmogC9dSRgxJnzN04AMKhcddqx-sk" 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/4465669c-c6c8-4a48-af73-16fa2a571a33/Group_Tweethunter.jpg?t=1781131537" 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> Anthropic's Fable 5 launch is causing a ton of controversy. The company reportedly apologized for secretly rerouting some requests to an older model, admitting it made the "wrong trade-off." </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%;"> Meanwhile, developers are shipping all kinds of wild projects. One dev used Fable to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LxHCH-Q6PIca65b49nsd8DqZ3HgSxdZYzX_iQ7S525RjhLkDud-kSal0sjBcQOTcrz9OKRvXXdDs-7UHfqDvdZNvWl2yf7HbVrqJhoyLs-4sabFDVKLin5SHKIhKxpwZLmXxX9G3h5mZxMFjuLdi9z5zPjY-_vHGS86baNZMJxPuiilUJuutpmQDYsIIbdXqr_W1oJ1AGvBqY-81494W-NgydNdzdAW_5ezQGl1mQJinSMzDi7xKiZtqxa-Kc-6s6nqhyp8Z42daKASwhu7BN9fuKeABsmxRfl6GyD8kbuXn/4re/vWM6GXEESqy6veHaAlY7Ww/h2/h001.sQnnzlBuk33Hrb_m94HIkrcqtZ7BhTIwWLv8_fYpIlE" target="_blank" rel="noopener noreferrer nofollow"><span>reverse-engineer</span></a> his Whoop heart rate data to figure out which coworker was stressing him out the most. </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> Watch how Claude Fable 5 edited its launch video entirely through code, an ML researcher's playbook for landing frontier lab offers, and a new market for devs to build on. </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;"> Why is company speed lagging despite AI coding gains </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 catch bugs before you commit </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Trending social posts, top repos, and more </p></li></ul></div></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5c2Qqqs_3BqH1zKSQMCo3dFLZCAp-IRDVMfK8E6YNNg85NibZNWEjfVuvHaJ4Gi1VN67VcDwOllxiIuUiTg0ZwGVDirljz_ZTuCTPotBB5E4vAK14zl-RfLitkwPPp8pYdFf4hiAgMXx0nBGWDhi6N_Lku6-n96jORP2JzIcMeQj_ouwblJkzOMktM15kHA1hoUfvJXbBwER57M1DF_8_jYcH6yCyRL7WzVQ87wD1-450GocW-yBXw9NacqXKkHpaYsNYrNcMPUQptuRcLhWfIGnOqknSB59I5wscZ1FnFs/4re/vWM6GXEESqy6veHaAlY7Ww/h3/h001.Ejk3yNWiTQxCL0vtRT7PmO1_0tI5DcUhmHYcpO5lnSo" 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/f76507cd-b67e-4617-95fa-18889bbd4384/Thumbnail__4_.jpg?t=1781158160" 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 how Google's DiffusionGemma works.</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>Google unveils an experimental model that generates text 4x faster:</b> The search giant just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAGQZmb0x9YTiAbUsrUYpyBy4XF1hsbCO3McHypEEeIz9W9s9fhnQRzQj1l0mjLkj48daL6ImgFHoLhXlhTN__tyK9PPfY8rthEcUNZMGQsSfOgN3C2T48u3jnmzlB-kofR_CybjqH0mPXWLg5J_vO4wI895J1MULzqtQSJosmLrrtwtAeaeCtOgvhMOTNU6Oa6JfnnDwYzu4S_8YT6UeOKBS63lSyYzy3YkKoCKL9MaO9nqNQsN9wvg723cVnyx1BSyyRSMCGPG2wuRTsktwytAZLsK-kCbQ47h_Y_weIk2DSUQp4xcDRiHAP8A1qjEweqpaxbgEmReQ9JrF9sxZ-Svqln8WsMYslkU4JFv7y82e/4re/vWM6GXEESqy6veHaAlY7Ww/h4/h001._Zrl6IoCCiK7oPRf3TcNY6BFGquiPNwXqk34g2S32VQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>DiffusionGemma</b></span></a>, an experimental open model that drafts 256 tokens at once instead of generating word by word. Google says it hits 1,000+ tokens per second on a single H100. The speed comes with a trade-off. Output quality trails standard Gemma 4, so it's best for local work like code infilling and in-line edits. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7pLEbZ5mnbJD18pNR9VZKTTX2EY_SPU9o-l8teJWrSZSwaJ7FfFt18NQsXSoET0NkobD3zfks1Ogn7pJF85yDUolcNxjC1kofKk_nOq-qA5XgkATDNChiQESA0rpYI7B7llIF89K5GCohICw5NpPr4xSQn3ESJG_pL2IF0waXdaW9iLp-88zcOSjcgwbkXamTXS_KUdjbTQ5ywPOruvQ4Y9owJn0LqB3zIqD8GapGZM_3ohVihk3ay509HMcPYUopiGXDdQwY3GCz6sx9mydYc7Fkx5sd1Qyo7ewqszS6lR8/4re/vWM6GXEESqy6veHaAlY7Ww/h5/h001.IEM1qA9MfJCm478ZsGOwGYjUxE2GY81h6cmh5f2JNbI" target="_blank" rel="noopener noreferrer nofollow"><span><b>Download the weights.</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>Supermemory ships a local-first memory engine:</b> The AI memory startup just announced <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_UPsP2gjVTQPJF75VSSscgOQMm18l3pSe1gfLya6LYFqrnwbZts3eeKa9vhXL_G8ZQtWkzbrJhQ5U_AmXxHSj1bNMvqGFIiZQiCCULOlsatz1qmR65-hxElL2lfqp7i9LZR-37XAvdOtpCcS_IjQ90WGiwVCNVmSaaCk3luVxfb36lgVwFITFIb5N6cKpwYV3KpdwRCcARBRWEv2FPAIHTqZD3VJ0_BN24-UqvA6phMx9QQVM5BiMATvmUlT4P9fJd2zgalV-d8nJZBCuZ_wDkvM6xIXgLvIcR2W90IOT2Y/4re/vWM6GXEESqy6veHaAlY7Ww/h6/h001.o9bZgm8IBFpAhw_q1clGHpAcoc1Pp15JkcGj2ESF-og" target="_blank" rel="noopener noreferrer nofollow"><span><b>Supermemory Local</b></span></a>, a self-contained build that packs its graph engine and embedding model into a single download. It works with Claude, OpenClaw, Hermes, and other agents on any machine. SDKs make it easy to give an agent long-term memory or set up a company brain. Plus, if you pair it with a local model, nothing ever leaves your machine. </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>Anthropic brings Claude to Apple's AI framework:</b> The AI lab just rolled out a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6QQ_ZE6Fd4WGSqqSuMAQUo_lRr7Ys1IM9BechjOKvMc613CFjB3B5ywYHmUgPUx-gDJNaAKRw8L6xja5iYe1lJiTooLEbM-eNdgl8ixGmyb4N6BN7gIgEo2L76_wToFXQ9AlxZy1Uvr0htFcC0cTokD8PHpWoJiJab7qQsR5bBJBOf6hMP_CSXEpKlvEkbTHzcDXEvJQ6GlX3YWuLx8UPMd9kwB7Ab_6mu33SGd15H_2d68ByzEaDqMizMwTOltN96J4LYzSZhNVt-rA2vyhraPucV7xxklMFlBYuILdpY6/4re/vWM6GXEESqy6veHaAlY7Ww/h7/h001.-SsZ_pe4hQZFEYP9JCQqt0oM-WWehXc8zgSOeUTcoZ8" target="_blank" rel="noopener noreferrer nofollow"><span><b>Swift package</b></span></a> that integrates Claude into Apple's Foundation Models framework as a server-side model. Developers can use it with the same API as Apple's on-device model, so streaming, tool calling, and structured output all work the same way. Requests go straight to the Claude API and never touch Apple's servers. It's in beta alongside the OS 27 releases. </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 TWEETHUNTER</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;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2FLuLYiy1F90fzUpgxZduSpEzFlIibgb3my_834VSSkPot81QI6is5FGmrZ4N-nxGdJ-RiKM7I7R5Ruwnex73_uHDXh7hZQaKSbt307yCSGxVb2QdCZed5YXJSAdWxYkpOQBHW8rga5v_IYe49NzVC3l1D-ZKGCvYnu7gScpa0lU1rDSu7u2fRoUytLIOVjmSQ/4re/vWM6GXEESqy6veHaAlY7Ww/h8/h001.u1PNg80E_DCIDTreQ3yt8_4hTASn2GFygmDc2SY4-3Q" target="_blank" rel="noopener noreferrer nofollow"><span>The founders winning on X aren’t smarter. They’re just consistent.</span></a></span></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2FLuLYiy1F90fzUpgxZduSpEzFlIibgb3my_834VSSkPot81QI6is5FGmrZ4N-nxGdJ-RiKM7I7R5Ruwnex73_uHDXh7hZQaKSbt307yCSGxVb2QdCZed5YXJSAdWxYkpEieYn-la6hAp_jm_9KMaP-ghItMmsvQ2FbLBiUVMRY7-em_ttvOr96Gh_xLKy2oeQ/4re/vWM6GXEESqy6veHaAlY7Ww/h9/h001.txJCOGGnocQwx8Azlpv6-NiCVb0c-iaE-REQkclnxyQ" 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/dbf65d53-77e9-44ab-9204-1f255a7af378/tweethunter.jpg?t=1781131785" 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="font-family:inherit;font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2FLuLYiy1F90fzUpgxZduSpEzFlIibgb3my_834VSSkPot81QI6is5FGmrZ4N-nxGdJ-RiKM7I7R5Ruwnex73_uHDXh7hZQaKSbt307yCSGxVb2QdCZed5YXJSAdWxYkpEWe0pLg5kN5640Tvp4ych1R4PYiyY-HS9iq_j3CkntF_Pa6ifbsIj_x5dvjtaZs6w/4re/vWM6GXEESqy6veHaAlY7Ww/h10/h001.r98uuUq88R0onw9tRrFDkxZ17yjLiW5xFmwczbzUB5U" target="_blank" rel="noopener noreferrer nofollow"><span><b>Tweet Hunter</b></span></a></span><span style="font-family:inherit;font-size:16px;"> helps 5,600+ founders stay consistent on X.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-family:inherit;font-size:16px;">In one session, you get:</span></p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-family:inherit;font-size:16px;">A full week of content queued</span></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="font-family:inherit;font-size:16px;">Automations running in the background</span></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="font-family:inherit;font-size:16px;">Stay visible without being online all day</span></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%;"><span style="font-family:inherit;font-size:16px;">All built on the official X API, so your account stays safe.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-family:inherit;font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2FLuLYiy1F90fzUpgxZduSpEzFlIibgb3my_834VSSkPot81QI6is5FGmrZ4N-nxGdJ-RiKM7I7R5Ruwnex73_uHDXh7hZQaKSbt307yCSGxVb2QdCZed5YXJSAdWxYkpHXue3XfozKJIwg8tQmQtZP7VtxSfuixbcpswSCCfoqB52m_SHj2yQ6oJOcbau3jkA/4re/vWM6GXEESqy6veHaAlY7Ww/h11/h001.naLGM4CxAK9bWn8fy7hI9vgrKPaEMSRwwIu7OZasO1g" target="_blank" rel="noopener noreferrer nofollow"><span><b>Start your free trial for 7 days</b></span></a></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>Devs doubled their code output but their companies didn't get faster</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/da7419bd-5e04-49b0-94d6-5012b026e7ba/superhumanteam_a_software_engineering_team_working_on_a_huge__f6ac6ca2-2c9e-4007-9da8-2c8cad57327e_3.jpg?t=1781168182" 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>The flood of code is here.</b> Engineers are writing twice as much code as they did just six months ago. Cursor says PR sizes <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePTShrXqAOWJC1SvxhApJAPEsmv11FNO0Kd7PEsohcVab3uGmx5Uw2_eGF3zkLgMYqJBFIof4oAOUuPqC7YyOUNyMDbcGVrVj-9SR9rSP01-XabNrKkZkvuU_i1JBnWSw-R-gOqIEJUw2Iux6tH1a38IIANCyC5kmPG8m_q_scwyhYfQtprhVuH9OzxD2t2jiQWhjc3z3lmGVzF3EGBKv1qIYC6Eo8kr19hc-QTOiYfGChApPgZPJ1m3BpeRPr_PZYg/4re/vWM6GXEESqy6veHaAlY7Ww/h12/h001.0vs9WoJuQQEOPWA0OqOJm0H4BRzcsyHB8f_daYAUhqI" target="_blank" rel="noopener noreferrer nofollow"><span>tripled</span></a> since January for top users, and Jellyfish found heavy AI adopters push twice as many PRs, with 72% of their code AI-assisted. Pragmatic Engineer's Gergely Orosz then <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NHDu1izkjMV_-j5sn31aAMSukmAFTzrkRYOP3Xlzomog-EJYnZrPaOki1d8LsgmLTUHKqUemf1V-I8CGmYb42YVrXn1kUxkKTLPEVKnu1Jj4AjWcEb9TwWMOOxq6tI8Xy-n_PH8MS9X8UPVSFSeMDD0utO69hxU9_eqk01TQBTohaU6pJpZZDmeVuZPoG3m2lKoJkBM0gVWf-zBxvleE_So-INlpeAKqvJUaLMKd3hDpRyFaaH9ySuBfhU_oXwU3ykJ12btYTppzBfBtH8jlhB7jttczkDCLtY2b398DWxJSKcTt8Sx0ne2gTNadGuIFgw/4re/vWM6GXEESqy6veHaAlY7Ww/h13/h001.PZ3BHNiWjqCQlVoPIOiXDa9KGXxNG1Fahq0FukaU14U" target="_blank" rel="noopener noreferrer nofollow"><span>points out</span></a> in his breakdown that AI coding reached every industry, including automotive, in under 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>Technical debt is piling up.</b> Reviewers can't keep up, so most hit "LGTM" (looks good to me) without reading, while the few who still review are burning out. OpenCode's Dax Raad says AI mutes the guilt of shipping a hack, so the instinct to clean up debt never fires. The fallout: Amazon mandated senior sign-offs after AI-assisted changes caused outages, Windows 11 updates bricked devices, and third-party trackers put GitHub's uptime below one nine as agent traffic overwhelmed its infrastructure. </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 fix is boring.</b> The 2025 DORA report <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7EmQDeRMbXqGylTUdiamfRg-AoM_DXhd6nPFDSSiXTingWy1rnYp4dlgohLNYC2h6twAQSsbUCK8kXY1trnePGY8vOHpgQpGL28lSIlUMr7OhVls_VBJXTjfZr8KTm8FNkQNOLEgV1e_6ltYuNJ0xaDtsZKGavWnZJsLNCn-aoN_zQJlYEjKgSAwzu31kQ_DOdZCBTwXJl9TeF3TlB-hGHr-W6xASyqDEGw7KXMN7UF9s4tTbr6w6RJpcmreKNo2sUVWnOkUFs3G_8svzs6fYHY/4re/vWM6GXEESqy6veHaAlY7Ww/h14/h001.NAkSK4y9MWpDBNlChjzH8P3QrDG27oBa0r5zWWYA_Ok" target="_blank" rel="noopener noreferrer nofollow"><span>found</span></a> AI amplifies whatever system you already have: some companies doubled their incidents, others cut them in half. The winners run the old playbook: </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;"> OpenCode CEO brought back heavy domain-driven design because agents need guardrails. </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="background-color:rgb(255, 255, 255);">Veteran engineer </span>Kent Beck uses tests to stop agents from shipping regressions. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Amazon put a human checkpoint before production. </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Few are buying it.</b> HashiCorp co-founder Mitchell Hashimoto says entire companies now ship bugs, betting agents will fix them before users notice. Meta reportedly gutted Instagram's Trust and Safety team days before hackers hijacked accounts through its own AI assistant. Kent Beck saw this with GUIs in the late 80s: everyone who could build one did, and the worst software came first. The teams fixing their quality checks now will make it out first. Read Pragmatic Engineer's full piece <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NHDu1izkjMV_-j5sn31aAMSukmAFTzrkRYOP3Xlzomog-EJYnZrPaOki1d8LsgmLTUHKqUemf1V-I8CGmYb42YVrXn1kUxkKTLPEVKnu1Jj4AjWcEb9TwWMOOxq6tI8Xy-n_PH8MS9X8UPVSFSeMDD0utO69hxU9_eqk01TQBTohaU6pJpZZDmeVuZPoG3m2lKoJkBM0gVWf-zBxvleE_So-INlpeAKqvJUaLMKd3hDpRyFaaH9ySuBfhU_oXwU3ygdohFxuV0PGC4OPV1vzD7h5WACQf46__Oo1m2X6WaOUCqntp3BbJCKjJsinXB1xBA/4re/vWM6GXEESqy6veHaAlY7Ww/h15/h001.BP9e2x95ZKD2A8pT1UA3uLiJAH1dXUO1cVTi-05w3bU" target="_blank" rel="noopener noreferrer nofollow"><span>here</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/60e792b4-57eb-474d-997e-51bb2341088c/CleanShot_2026-06-11_at_11.31.29_2x.jpg?t=1781157748" 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>Senior Brain:</b> This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L7Nk6SQdyH-YUcmNmWQbbdrJ_MhTWFZhVrHQ7y5gLZtgmVpjc2b0ID8FT-ACleAHbROiHWnjUc8bsMJNkx99o36i7ZJ7U9oKUgHesn9ZfT0m6s5aEEfLjAwjx5cIUpdyFIxcTceMCfrvJYSaDVqvf5NaBYhPsQvZCbsInS9-iMD_BRuLSsjPZD7UfNvonJheHdWPXyXmjKzUt5VUkn5iD6O1o-52MdBs42twzbRvGD2qNzatXZKFoLZuCcXP7E8HXCEvRJRWh0iTGnKruPmUTkNjpz3JW0j5p2pwLlFeqKvw/4re/vWM6GXEESqy6veHaAlY7Ww/h16/h001.4vA1eOb-6utAU8U7XRfST6GEOVuay2SdbmlhnY0Ei2U" target="_blank" rel="noopener noreferrer nofollow"><span><b>6-step setup</b></span></a> trains you to think like a senior programmer, with a coding agent acting as your teacher (5.1K 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>No Editor Needed:</b> An Anthropic engineer shared how Claude Fable edited its <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6OUThKZPtznLuMKCXD39bXv_GOvAVoSz26sqk8AkMY6fmRC3JYR3xC49NSwXailoCuK0vUk8vN22uzd2lsZ9Zx0SSwfk6gxgONaYa--Ur9Sh0WDAG25nlgcr8tmYUFiP1SB1kD-IiZuZGYhZ-TolfvlOFjEODAudCv7zOrAFzuiqVwlRr8mmE8dlM8ak2tsepDMmYOcnhez6SG8zbrWk5iJwOCJiAD-wr4EBIsUomSv_5isHiBuLoPpEAFd7lHywsBbw8S5cLKfvrNKoHrRXVk/4re/vWM6GXEESqy6veHaAlY7Ww/h17/h001.ZOToIEW7uoX5Mbe2SoNGy5agCpfJ2J6Y433j6sGZrzs" target="_blank" rel="noopener noreferrer nofollow"><span><b>launch video</b></span></a> entirely through code. He didn't open a video editor once (520K views). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Smart Split:</b> Shadcn, creator of the shadcn/ui library, dropped a skill that puts Claude Fable on auditing your <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L2XYGqq--mGJ0D2U1-96DOj928kw5L6d9qbybX_Tkt7mh2b6Iz8UaZq1feZx5zJaJ5_rjH7-oN8PJ811x6IupyNOaqY2IYl8U58I8wEwqOaPbHzTnKbo1-Lrmn-yvmR36SYdA_cr-YRz3lh7DF74wVDbPq8aAyBkfG9tGp-mb-o59oXSjtUB05LMKn0S3QZAOGqkNGAr4TQj9SpGyyPN_azCQYf6-kvdjPKynYsYc-abD8qQejOCge5D_dU102N2PyVnDsZvsOjZfsmTeBg_CHM/4re/vWM6GXEESqy6veHaAlY7Ww/h18/h001.Lz64YbBZHVmKzoalW7hto1aqEm4VirUR_rt5H6MeFaI" target="_blank" rel="noopener noreferrer nofollow"><span><b>codebase</b></span></a> and writing plans, then hands execution to cheaper models (7K bookmarks). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Star Trek Logic:</b> Cohere's co-founder used a Star Trek analogy to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LxtLiK-tNAWui2Szmx2A2w8D8xn0-xC-TUJdP_OMNYwY6my5EQLX7PdxuuTRdcJX94pOmkNY5ug-LzrggWMee4NZQxXXGwBjCP1pmfXAl2hSSmvSHjacy_mftS6hSDH5MDMUvNZcFsTEdZZkmLx6F6J4-XXItNxaFcRvHDqVTFUoiJ5ZNVKQP_ceJD4gQ_FViiIaV7gu7ySP5s-MJfsQV1ifTKygOO0ZCStbmUHGaznhkTLWuWL36SK-S8Yh9oZHpHA0gh9HrWWpEiCEPrgu3ojqgqBjlAmUo6mVGnBMOynf/4re/vWM6GXEESqy6veHaAlY7Ww/h19/h001.ID-9rSXbMDDRXwS8yhr-BUuCJAE3W5UJrpp1iv2Z4YQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>explain</b></span></a> why better LLMs aren't getting us closer to AGI. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Blue Bubble AI:</b> An a16z partner mapped every AI assistant you can text on iMessage like a contact. Apple just approved its first agent, and that opens a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1tiow-XemvJnWDhkLZpuJcVDlz45arJ0c860f8AfX3jZ9rABqD_46rnstncJOpH8uQOdwW_VhsDBir1_seGzUIH-fLa6IeWPIH4j3mEdnV0bczuq27By7LtMM-CVqbooqMRkywsy3hLlHQnTmw-YO_sDNet6pZIVtu2EMvXjgFIvvpfsD8vSXIUkjsExbE-LmzGbqTxtFt8aCoJ1E5w68cW6ThgdlScuSGVae4dxFI_o7QCrlemY8cfJQ-OND6e-NcrskqTNmNYCY-Ja10r1dz4UqVSWQVaqdK4faA_wSQ2/4re/vWM6GXEESqy6veHaAlY7Ww/h20/h001.ir8sOHwDM83DLS2hf-Drp73uA7Jwo4ZTfm_JaCUt2LE" target="_blank" rel="noopener noreferrer nofollow"><span><b>new market</b></span></a> for devs to build on. </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 Logic:</b> This skill rewrites and <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L3rgVU3ZuhW9OoVtkQ_kR2vIb0mHSrOBxKTDSIqHUjXgopJFyx_RxkVTnYsiaZxbDQ6EfH7RiZtaZN2t0B7D5YQCt85K3k0dRNyfldLOl3aPo0P0BDi29_1pE3uOVdoek3_KmyuveMkPHGCrsgX9bmDVrfSv4U6P9utKRFTLPsIqikMWE-6nxcrdfVkACODtjBfwLRvUKt4DmklNJsFRAetrL2zP2dnAkBmvOtN32Tne3cWuhHWbc8EII9TusSKLKIMYOL1SCHuqAJ0MXQzqFNl16ZUYS0zfqWtv5Il3UYJ0/4re/vWM6GXEESqy6veHaAlY7Ww/h21/h001.aJHjY1UgvmRIqkDcUFt8NimoRn9piDfgGOsXG4Uz5WU" target="_blank" rel="noopener noreferrer nofollow"><span>scores your plans</span></a> on a loop until they can't get any better. Pairs well with Fable 5 (1.4K 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>Interview Playbook:</b> A researcher who landed offers from DeepMind, Meta, and Cohere wrote up everything she learned. <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0oKdowawMvoy0Vt0GdG8eA_9QeYkKhJea550VCyKXj4-rcJ7qXVqnjgILOFBZUohbewgZQAK5aZTHG3cK3axIgk99NNT37GFiFRCB_ktyFZXX2b0ctaZKbf91-0D5gmkU8XzUpodQCGd28EvNbg584_96XwjUE35W6FZUQaElDF73LULF5p8diktLIPzq4RTaDKapydFB4spCj3pxcfZ3OrsROgcp4knpFZ2l5qZW2sPy4_V3q1u33rwctGZUrs2JV3aCFzIPCALbjVlXt9YGzburTTxsbG7gTMzn6nSULx3/4re/vWM6GXEESqy6veHaAlY7Ww/h22/h001.wey9uvVswTlL5A3TGx4eMQTQsHHy9UTnBjyDLJp5Rfs" target="_blank" rel="noopener noreferrer nofollow"><span>Here's the guide</span></a></b> (2.4K likes). </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 catch bugs before you commit</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%;"> Agent sessions often leave you with a mess of uncommitted changes that nobody actually reviews before they're committed. Codex has a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7DUPRWRdPsaLfmgqOHOTzZ-vtIT-dHM9MFWgvooqYRJ8DdqCTy8_mhP_1oDX_VFgULX24c3URJ2jlP11QQKvhI9wJ10XYf1TqGCc5K8N6o8rPZgv84GTE3TJ0JLY0oNUxkGea_2s9n_UcE9ve1hvQpNiLMVp5-IBoAC0RhcH5b3VVNWZSF0P5Si_pPqeWmdy7RO2eeMo2MrOY9Nu7f8Q0mEzz6adfiIuvos0X3XxpSDrMco1FntKKVkk5RIWXFLv6z1oE33jpUukxemkYBC02eh0dp5PjFFAoHvhadDoLspTRYKtnXbfs2JBOn1zdmAn-qjsRWlar5b6aZ3U-HcQZUQ/4re/vWM6GXEESqy6veHaAlY7Ww/h23/h001.39vmjYaSvBowd5YItwR7zHnS8l3sruCxTxuvMCmgEUo" target="_blank" rel="noopener noreferrer nofollow"><span>built-in fix</span></a> for this. OpenAI documented a standalone review command that scans everything in your repo (staged, unstaged, and untracked) and flags issues with specific file references. </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%;"> Just run this from your repo root: </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>codex review <span style="color: #7ee787">--uncommitted</span>
<span style="color: #8b949e"># Or point the reviewer at what worries you</span>
codex review <span style="color: #7ee787">--uncommitted</span> <span style="color: #a5d6ff">"Focus on error handling and edge cases"</span></code></pre></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Every review shows up as a separate round. Just address the issues and keep rerunning the command until the diff is clean. Once it is, you're good to commit. </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_32RHOT1_maPkYhpsaYJb2CMMJLeonhpkHcXbPaqw4DrzYhQma1San-ZqZMvXmcovfG_yprowtPr30UBPD0BHm5ZJAMugkShN7BciQZnZ4VLm6PjEw4If3BCBZ6aIpeMBtlVvcHaYcbKPuk-jTRsEoVY5WpFMb5ogaq8yt-WvfXMNwBs/4re/vWM6GXEESqy6veHaAlY7Ww/h24/h001.hU0OCpFHo7cLKIVbryTn6ZlGl6mcCzqSMnpv_Jffd9Y" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxYRmSX7I3yq-jLvI3-bMdk8HFn5VLmaVlQ1nTupZctSCqRQ6mAjL7i7_uWDSPNPT4flLgpyg6vqCEtFA4rz2OFPrTr3ARt9f0zmTU8nuhMYjmHbazoKT-owJC0iHEgozLzzNvWpPSYo15F2fKQyWJAMOuqdotRglkftLEYEAbjFQPFGh7UGfudm0-9deGcrQXnqg3bH6rtVp_gFgzJEJ-0HCpWStoFFgOF-F1iaJzamoUTHCMHoufzmIgGAGlS2Tw/4re/vWM6GXEESqy6veHaAlY7Ww/h25/h001.1OPI4OqBIKEbyL3Kl09KLTVKDbgLRxKag62WFijNwww" 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/2453d5f0-8ad7-4b13-9606-264e065fa8b2/Thumbnail__5_.jpg?t=1781158660" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxYRmSX7I3yq-jLvI3-bMdk8HFn5VLmaVlQ1nTupZctSCqRQ6mAjL7i7_uWDSPNPT4flLgpyg6vqCEtFA4rz2OFPrTr3ARt9f0zmTU8nuhMYjmHbazoKT-owJC0iHEgozLzzNvWpPSYo15F2fKQyWJAMOuqdotRglkftLEYEAbjFQPFGh7UGfudm0-9deGcrQXkrnFBd6VmeY1fg0k4gCj_wNiKQcvH4CvUkfRA2TyN4apH0lSoUGt0YJXSNAzejw0/4re/vWM6GXEESqy6veHaAlY7Ww/h26/h001.R8vQzY99Ch-RUlHoTmaIs1F7cK2QVn688zgVb8MZhUU" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to build the best local agentic coding workflow:</b></span></a> You’ll learn how to set up a local AI coding assistant using LM Studio and VS Code. The tutorial dives deep on how to select the best open-source models for your hardware, configure chat-driven code generation, and enable offline autocomplete entirely on your own machine. </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.lj8E5PmaCEQWZtY8yZ5P0io4vLmj79eTqHnkSqXDIAXe3a7ic07FRz4YyLSH9CJqvFQ9TDqTNCbb9YLBTdu4Q3SvyOUdJ15Hz0DdEOuBvrwUrbvuXD0SYrlAWsxb5mimW5TC9p6yvYVjYezE2ywaPD9zata0JwWu_SqgDuBu94B3k7F47SKN9suB2GWgIdobg1NqkwwvsNNZDhBZL_npLikzZybvz6NcjbrTlPBaxa4mhb1khtT6KxJWIBy5dGpZeF7N6GzPnRiq995yPYPBvA/4re/vWM6GXEESqy6veHaAlY7Ww/h27/h001.kL5I1SZ2q3n5LL5udmN4vArwz6SQyBYej-UlatOYjUc" target="_blank" rel="noopener noreferrer nofollow"><span>SurrealDB:</span></a> A multi-model database that makes building modern apps easy. It combines relational, document, and graph databases into one platform. You can build real-time apps and handle complex data without needing multiple 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 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.yBywWjiZ7oCsTrXLmaNhksrQ_iTUiurJMVhP5rQ_a9S9sBvFhVKz8qd5GV-sf70VuwZ7t5kCM2JoOokbrpJ8vj4dGHrXlEBFme4htnnW0CoFZoNVRErZFT9IM7iwh5jNTgubne0GwrHiNvioLz8g1ATS4pIizhDBlnFcyiDWvmia11j1pD4Xs4qaVBPzai5slv2a43fRh9w1xTHrzzwDN-NUT6fPc2pSmS1ZfyVxmUOjSQZPw40RvXB23sx0d4o5MPC2rjLF1c1EGSYsUo57lKNdCFQlRHV98QQ0En76BgM/4re/vWM6GXEESqy6veHaAlY7Ww/h28/h001.4igbSEkAd1Ab5yOnfWBpkwzhClOPVQHq9O7aoY7_pRs" target="_blank" rel="noopener noreferrer nofollow"><span><b>Ouroboros</b></span></a><b> (4.5K ⭐):</b> An agent OS for AI coding. It turns unpredictable tasks into reliable workflows using structured contracts. Instead of messy prompting, it follows a clear process to interview, build, and evolve your code. </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_GX7GnLiecjPzgU-47zwlLLMuP72U8lLbGugysCPla2BJtrRlxxshKYuvmlMHhlo0LRyzEW5jDd4xjA-gHyQE1-NKYFqp3CAFJ-f59O9amV03aOQTzN-0g9DVXRVdd-uEm0vE7g6BXV6LvkRPDmU0yBtEWmMXy74Dc3bjb8A5VUSKgzsKhSPtcaUlzaLsoCIpZYF22fWns4htGvtYk-foDplOWDVe8tA-XbojxqQjg83nKgSt3SarFnISpaPMFu6Ht28iH7MezRQ/4re/vWM6GXEESqy6veHaAlY7Ww/h29/h001.G4MnuLAxXeRNFWNC5sdBMjOFMlolBrtodu1_wsdKKfc" target="_blank" rel="noopener noreferrer nofollow"><span><b>Disentangling agent self-evolution:</b></span></a> This paper looks at whether an AI's skill level affects how well it can improve itself using tools and prompts. It shows that while most models can create good updates, weaker ones struggle to actually use them correctly. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN CASE YOU MISSED IT</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-family:inherit;font-size:18px;font-weight:600;"><b>Our most-clicked story from yesterday</b></span></span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Check out how Claude Fable 5 <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6QQ_ZE6Fd4WGSqqSuMAQUrsioWEtIH095CPjtk4T92C1BabWWkn8gi1ZLeunNEbRIfS8Aodr_BzRU_hJ9iJbqRD48lntcG14SdNYEIvSR8LyrBdgpr6auDKpwuyeZ9h3wEcHiVI-N_ejwtW_1yhgGIKSDMGnu7QbhpTgVncn7h100vZ3XXByj08dPMsC3VLMsGYOJ9oovHpFh4UsnYIER7SRZhKAMPK4NiCPQiN3kY5cfsnLlPqMBvSM-KsRLgx-_zt4XxY1g2uUUiLAWePsQGJnRRhJcPTWr_om5TKxWX5/4re/vWM6GXEESqy6veHaAlY7Ww/h30/h001.7XSn91_reRLYjVnmGCBx3bBZTy5GVc-IZ5wonMGBXKo" target="_blank" rel="noopener noreferrer nofollow"><span>changed</span></a> the Claude Code team's workflow. They've shared three big shifts they've seen firsthand. </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_ygjggEXBnwdJX50VI3VNf5mA585yQb56OT5WPM7wMsJnxnn-eYcIKzvp4BfC3YUa5r0uwYYO1s9zqyZaZSakFUUyZdWEqCdpgF99CE5tFdtVCIr3TJGAQoSRTbabx1LC1tLj-CyHd25be1j5VMZTrLr3JWZlTMilQbZZZQ61btTnsViZ-BWl49gM7PhM8gAiIqN1Rk/4re/vWM6GXEESqy6veHaAlY7Ww/h31/h001.fQSBWYfZ9igZdhkGWotdoOEeTcwfKdPdWdG2VTENeuY" 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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GHU5MgnyERYOzz5_U0knQWSt-pQHxaQH8dgWdZhr-27PQz4ZISVu9mJr5XCmBVmzfq-72gMxRLJYdfDRi4ti9DtIlkrmr5RZ5lNOYLvprfzLbQ0ES1dHPTl2kw0u_1g1OIFNeio7gLYvh7xF6ZeMFFynN1zwYC0-v4j8km42OhHoiqxLvmzWMMoYZNcOgAXzlNPcNmtFKbGyOqUXOj9LlQjjOzKy_wbSy6CGljWRKuu4StXKnG3BFOU5t-YOwBuXJCUaVkz5xMhZNrI959mUA5v9h5sW7JKtbsebc7x8WERtJ0v7fW9QssqkKqBum5rrHrXLGU3GpjNmVLUUKgGRD9Wa6hLFtR5lXPT9uAAwE9193tEzfvs_fyCiLsAqkxIDEiV1Xjrb3jG79qSdkkEr_EoNO-7D_hfVjVkJljwWUzSOiJ3toH4pFH13JZ6AZBwg6tAWVBUsgBZ_ffswJnOkyV8oMPhM6URTDq5gebUE2WbxOnCY3fv_K2nCu9swgjqHNbtsplQBdBW5hUKLH737347Wf5HuJ5Og-UykyxOtGbFn_IWRuy8XJa2Cf9qnrBpoe-Jr2kKhJcb3Z_lpHandv-5AGTbPNC1GHIBZn5IP__uKrOszi1NyWiTU7jS2OROFowpf6qC7TzsiVnuBZwd96e6DcS4t7HQmKok0YKyvNLZrbItbKLoz9NuV8lGoZgaciTGEUB7TM_88eq9f4chKerFEQyzo_bkVdFVo8_RLeV5uR3CFgEIcGliBFktd9neyDlj4S0SwEtfM64r20xZE9QGebc6Y-CvE7hOYdl7f7C6X8Au43tDAcfDHITKI6r2sm7YoEsYsG4vNOoStxK4h56lPFkFF7JVRsyCOQ8hTOamut6rA7CGyuVwkeTgQrWASzLyfJduUjUHvG65xrqPAxM-/4re/vWM6GXEESqy6veHaAlY7Ww/h32/h001.YNmTa-1zyxhaqdVnBzfcr603Nqr95jNumlKNOh5A1Yw"><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_h9ck9FHbNINdyuWiqK4f7c6vUXvGaGaFg0_D6eqS-lYiNuqr27097NZG7kITKvi5eJAmmgvBoRFBaQXE4lTMywmy-0HQgndd0iVg6KLUSXFshGGic8gxCsxik9_4NtPbEBQfOW11Y9FKVOSl0Kd00Z-v4dniTESlQyiVxViNGOAAYyFVG5g5_SMlVFGh1BTZ-lJKiwWcTONnckn31xoVK1p_5XNfjjzgRcxHK6F6VsdJLuM4nGUfnfgt_01jgSvCgaDJKZTO5eXi8YXDgleohp3LGSxXJTEE-Ou2hVN6PeLi5d93Ok2MdTsZ09XsX1oLl0n26m8HxwJk7Q4ywF9NF-HkpI3lFsIYyovoGU9IkZHNiPI0yovHt3sJLJ6EUwzbBMcIs7B4768mQKXAEE7273uNXQmbqE1-z1-Hm1nPOMJS11WGGLqA6ZXLlGh0GAcqZzunKi96J1rBp3Iax8_Oj2aAylJrIA-3NjJQO3aFQwp7gD4qMA1ZoIlEAPxgk3d4JO9waSne1nciqEZ0xMB4ngw-5PfjEQuKE0kEC5_WF9TNNh5HX1qzos-PXgZor6aep2CJ9YVnVN9kHBTqnUHKqE4mYp7IBtreMxTv6V8jEg_s7aR1_B_UFCJj6MwzEAYj-GQxgr-t7lQpLAldXhuBlxMCEdeGYFN92BwrRHqoPzmDhGZccEd3f62vKvAiPy0uXzwXoDH1erRdJfwKxGD0PRZuyBgVhovP-s4wgMu_guud7DVAPv5GoAfkgFfY0FrGHtaz8CzQOJzVNMaTRCSeFlYSEgtiqA2-W_TBCEaRFbuetmwihXo6UtC7yUKufxziqYuLKwuQZiO5l1YKocpJqI89-pmYe0SxnX3ZA8v1fVYLtQ14ttlceTeHU7FpEiAhSpK2fpYKUstBViDAnPICkmNIUnVGVzo/4re/vWM6GXEESqy6veHaAlY7Ww/h33/h001.mScW5aveawkHZgXfP8uuehkgwwJj-LgBV28pXla_x0o"><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; 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**Welcome back.** Anthropic's Fable 5 launch is causing a ton of controversy. The company reportedly apologized for secretly rerouting some requests to an older model, admitting it made the "wrong trade-off."
Meanwhile, developers are shipping all kinds of wild projects. One dev used Fable to [reverse-engineer](https://x.com/the2ndfloorguy/status/2064704204166635930) his Whoop heart rate data to figure out which coworker was stressing him out the most.
**Also:** Watch how Claude Fable 5 edited its launch video entirely through code, an ML researcher's playbook for landing frontier lab offers, and a new market for devs to build on.
--------------------
### **Today’s Insights**
* Powerful new updates and hacks for devs
* Why is company speed lagging despite AI coding gains
* How to catch bugs before you commit
* Trending social posts, top repos, and more
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://x.com/googlegemma/status/2064741002204545467)
Caption: Click here to see how Google's DiffusionGemma works.
--------------------
**Google unveils an experimental model that generates text 4x faster:** The search giant just dropped [**DiffusionGemma**](https://blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-generation/), an experimental open model that drafts 256 tokens at once instead of generating word by word. Google says it hits 1,000+ tokens per second on a single H100. The speed comes with a trade-off. Output quality trails standard Gemma 4, so it's best for local work like code infilling and in-line edits. [**Download the weights.**](https://huggingface.co/google/diffusiongemma-26B-A4B-it)
**Supermemory ships a local-first memory engine:** The AI memory startup just announced [**Supermemory Local**](https://x.com/DhravyaShah/status/2064749237498519923), a self-contained build that packs its graph engine and embedding model into a single download. It works with Claude, OpenClaw, Hermes, and other agents on any machine. SDKs make it easy to give an agent long-term memory or set up a company brain. Plus, if you pair it with a local model, nothing ever leaves your machine.
**Anthropic brings Claude to Apple's AI framework:** The AI lab just rolled out a [**Swift package**](https://x.com/ClaudeDevs/status/2064756984617021807) that integrates Claude into Apple's Foundation Models framework as a server-side model. Developers can use it with the same API as Apple's on-device model, so streaming, tool calling, and structured output all work the same way. Requests go straight to the Claude API and never touch Apple's servers. It's in beta alongside the OS 27 releases.
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##### **PRESENTED BY TWEETHUNTER**
## [The founders winning on X aren’t smarter. They’re just consistent.](https://tweethunter.io/?utm_medium=email&utm_source=newsletter&utm_campaign=nl_thecode_0426_040326)
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--------------------
[**Tweet Hunter**](https://tweethunter.io/?utm_medium=email&utm_source=newsletter&utm_campaign=nl_thecode_0426_040326) helps 5,600+ founders stay consistent on X.
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Caption:
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##### **INSIGHT**
## **Devs doubled their code output but their companies didn't get faster**
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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/da7419bd-5e04-49b0-94d6-5012b026e7ba/superhumanteam_a_software_engineering_team_working_on_a_huge__f6ac6ca2-2c9e-4007-9da8-2c8cad57327e_3.jpg?t=1781168182)
Caption: Source: The Code, Superhuman
--------------------
**The flood of code is here.** Engineers are writing twice as much code as they did just six months ago. Cursor says PR sizes [tripled](https://cursor.com/insights) since January for top users, and Jellyfish found heavy AI adopters push twice as many PRs, with 72% of their code AI-assisted. Pragmatic Engineer's Gergely Orosz then [points out](https://newsletter.pragmaticengineer.com/p/ideas-slow-down-to-speed-up-when) in his breakdown that AI coding reached every industry, including automotive, in under a year.
**Technical debt is piling up.** Reviewers can't keep up, so most hit "LGTM" (looks good to me) without reading, while the few who still review are burning out. OpenCode's Dax Raad says AI mutes the guilt of shipping a hack, so the instinct to clean up debt never fires. The fallout: Amazon mandated senior sign-offs after AI-assisted changes caused outages, Windows 11 updates bricked devices, and third-party trackers put GitHub's uptime below one nine as agent traffic overwhelmed its infrastructure.
**The fix is boring.** The 2025 DORA report [found](https://dora.dev/dora-report-2025/) AI amplifies whatever system you already have: some companies doubled their incidents, others cut them in half. The winners run the old playbook:
* OpenCode CEO brought back heavy domain-driven design because agents need guardrails.
* ==Veteran engineer ==Kent Beck uses tests to stop agents from shipping regressions.
* Amazon put a human checkpoint before production.
**Few are buying it.** HashiCorp co-founder Mitchell Hashimoto says entire companies now ship bugs, betting agents will fix them before users notice. Meta reportedly gutted Instagram's Trust and Safety team days before hackers hijacked accounts through its own AI assistant. Kent Beck saw this with GUIs in the late 80s: everyone who could build one did, and the worst software came first. The teams fixing their quality checks now will make it out first. Read Pragmatic Engineer's full piece [here](https://newsletter.pragmaticengineer.com/p/ideas-slow-down-to-speed-up-when).
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the day.
--------------------
* **Senior Brain:** This [**6-step setup**](https://x.com/mattpocockuk/status/2064663221718425660) trains you to think like a senior programmer, with a coding agent acting as your teacher (5.1K bookmarks).
* **No Editor Needed:** An Anthropic engineer shared how Claude Fable edited its [**launch video**](https://x.com/trq212/status/2064826394589442448) entirely through code. He didn't open a video editor once (520K views).
* **Smart Split:** Shadcn, creator of the shadcn/ui library, dropped a skill that puts Claude Fable on auditing your [**codebase**](https://x.com/shadcn/status/2064671802509410806) and writing plans, then hands execution to cheaper models (7K bookmarks).
* **Star Trek Logic:** Cohere's co-founder used a Star Trek analogy to [**explain**](https://x.com/MTSlive/status/2064768885166121277) why better LLMs aren't getting us closer to AGI.
* **Blue Bubble AI:** An a16z partner mapped every AI assistant you can text on iMessage like a contact. Apple just approved its first agent, and that opens a [**new market**](https://x.com/venturetwins/status/2064740052668944453) for devs to build on.
* **Loop Logic:** This skill rewrites and [scores your plans](https://x.com/seangeng/status/2064513457584541849) on a loop until they can't get any better. Pairs well with Fable 5 (1.4K bookmarks).
* **Interview Playbook:** A researcher who landed offers from DeepMind, Meta, and Cohere wrote up everything she learned. **[Here's the guide](https://silviasapora.github.io/blog/ml-interviews.html)** (2.4K likes).
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Caption:
----------
##### **AI CODING HACK**
--------------------
## **How to catch bugs before you commit**
Agent sessions often leave you with a mess of uncommitted changes that nobody actually reviews before they're committed. Codex has a [built-in fix](https://developers.openai.com/codex/cli/features#:~:text=Review%20uncommitted%20changes) for this. OpenAI documented a standalone review command that scans everything in your repo (staged, unstaged, and untracked) and flags issues with specific file references.
Just run this from your repo root:
```
codex review --uncommitted
# Or point the reviewer at what worries you
codex review --uncommitted "Focus on error handling and edge cases"
```
Every review shows up as a separate round. Just address the issues and keep rerunning the command until the diff is clean. Once it is, you're good to commit.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
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Caption:
----------
##### **TOP & TRENDING RESOURCES**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2453d5f0-8ad7-4b13-9606-264e065fa8b2/Thumbnail__5_.jpg?t=1781158660)
Follow image link: (https://www.youtube.com/watch?v=hfba9dAT6xE)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How to build the best local agentic coding workflow:**](https://www.youtube.com/watch?v=hfba9dAT6xE) You’ll learn how to set up a local AI coding assistant using LM Studio and VS Code. The tutorial dives deep on how to select the best open-source models for your hardware, configure chat-driven code generation, and enable offline autocomplete entirely on your own machine.
———————————————————————————
### **Top Tool**
[SurrealDB:](https://surrealdb.com/) A multi-model database that makes building modern apps easy. It combines relational, document, and graph databases into one platform. You can build real-time apps and handle complex data without needing multiple systems.
———————————————————————————
### **Top Repo**
[**Ouroboros**](https://github.com/Q00/ouroboros)** (4.5K ⭐):** An agent OS for AI coding. It turns unpredictable tasks into reliable workflows using structured contracts. Instead of messy prompting, it follows a clear process to interview, build, and evolve your code.
———————————————————————————
### **Trending Paper**
[**Disentangling agent self-evolution:**](https://arxiv.org/abs/2605.30621) This paper looks at whether an AI's skill level affects how well it can improve itself using tools and prompts. It shows that while most models can create good updates, weaker ones struggle to actually use them correctly.
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Caption:
----------
##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
Check out how Claude Fable 5 [changed](https://x.com/ClaudeDevs/status/2064399512664526853) the Claude Code team's workflow. They've shared three big shifts they've seen firsthand.
--------------------
==**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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