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To: [email protected]
Date: Tue, 13 Oct 2026 14:32:28 GMT
Subject: 🚀 Meta drops its first frontier model
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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: How to build production agents  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:8px 0px 0px 0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #FFFFFF;border-radius:10px 10px 0px 0px;background-color:#FFFFFF;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:0px 0px 0px 0px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> October 13, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tfS_1KYm7asOcP5Hx3gokyHs80kasYwAIMuE-dIrj8m-RfwJ38CIWzgA-CkIzfo4pgrlEJcSR1VX7Dd7J3MV2xmt152mIQf22Pzc6xkwzHPd6ELXNKWZ2YTBd7ziZbx95DrQ8J1ODS9-ZAIUuMr7elyNZMizb9VluFNwyBs2i6L_1K1s3M2ZNzVOD1tFy-mjulvNQmPE0JFohXDGFODTJFQVIJKQ6GC9Ufhf8KYbNtpa8SleqpecQOirUJUrU0YhxFTXDFWo1yjCyM-4Uf0WIJ76_hOQ-yybN9zTVKsgKX6HxBP7VGr29Q6SE8N-sOKm28V1ix-asYeeANdd3RJ1Vmjdo3Cb-1oedI4fTQRuzLmaDUn3X3F-ZhrQKtaRrnWoGbrUGa0kzCXi9Snp3JlBzMuU3JA6E75rV9Y-uD6Fkk6CcisKPRDZkGDD_brHY1vZnQrt4onB8FP8q0s0F56_FFOuCZ1edSb78aDXOGChnzsmGlpQ3vyE5dYQe0CryWcAzQUjQ35KW3NPolZOHFah_7cxT5r7Wl0_IJVB6OBoRiqG1B4FGJdCSOiWpOVM4ippzcUA-d9hKxhw7_csA0_tPKwcWsC-mMTZWBQgJW74rdVn0176O2t1oNs7pnreCrUCswjPcx6D52ME8ymLD1lYLKuuYNPzQB1IpjCY3vXTpDAb1LaQA2F2M0TC6hea3u5PRUzH7r2U6FKiMS6a0kcUzAAr6X_lv2ZOtHe3BuxSxxaq_-PtxsxdA1I5c9-tvWhU27HId4LHvZmyhvkuUuiDj8L0pGy11vH2keXUJhclgtIDxkka6f2-01evV2H9CXPkg/4uu/aqFIdS2sS-C1FhAoKwNKUg/h0/h001.Fv2Ft9bpc_B7i24NnR1RVj-7-cirCmh-hZF3TVAHODg">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/4uu/aqFIdS2sS-C1FhAoKwNKUg/ho.gif" alt="" width="1" height="1" border="0" style="height:1px !important;width:1px !important;border-width:0 !important;margin-top:0 !important;margin-bottom:0 !important;margin-right:0 !important;margin-left:0 !important;padding-top:0 !important;padding-bottom:0 !important;padding-right:0 !important;padding-left:0 !important;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4sxjkVZ5qzOP8AaC80VoGOXDUJ0Epjpe_YIrHGhSdAetCnFfvnT3-j2vIBOCy0-hH1UUVbTRc7uyyiAnEzfwIayyepUjmtZauBpBTwms95ZY28-INeBFsZkI_Dudaa-Zst6SDwrwQSv8fiaVlpktiU8X0Qf8XlHHB0V_NMz0NKmfMjjMLZ0Yt7HjYjT9KU8Z8Wphbxl3wyPa0LQQ3dqcve-IeyS0cYVvsSu3qAzOuglFxTijF_PjRGqu-A6AcNYErY/4uu/aqFIdS2sS-C1FhAoKwNKUg/h1/h001.GLCIztrHVqZ5-99vQ6KzGVjP2dTRcXQd0Am7jsEMyCU" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/e7d3ff3e-8a44-49ef-a4c0-36962d7d0108/Group_Wispr__4_.jpg?t=1791834374" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Welcome back.</b> Meta just made its boldest claim yet in the AI coding race. The company said its new model beats Opus 5.5 on long-horizon coding tasks. But if you’re planning to build on it, there’s a catch. Meanwhile, a much smaller lab claimed it built a better Jev with a 12x larger context window. </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 stop AI slop in your agents’ PRs, which effort level a Claude Code engineer uses for 80% of his coding, and why Zoho’s co-founder just froze raises. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;padding:10.0px 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="font-family:Eczar, Lora, "DejaVu Serif", Georgia, serif;"><b>Today’s Brief</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How to keep learning in the age of LLMs </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> A Grok bot built its own Vision Pro app </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 build production agents (by Oracle engineer) </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 build a Slack bot with OpenAI API (cookbook) </p></li></ul></div></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcEdfd_IlcZyxwfarwcUOrP5mvLZ4s83qIWs_S9JDawlliCzZ7mRZJzw2sfqF4F9YMkgYH2a4fHBgZmOxz7kD251g-KHaUiEL-AiBZuf_ugP6jq21t0l1p4lvLzpawZwn5cLGsgZEPCbGYCohCsSa9zKNdzdSsE7uAKfzzmfEZszsmYrVs8wBE87LO2YMJbtOjSZ779fPAceSYQjl7LRwrX5_0OOzMEEJ8WUfoq2K6pSJbdvcR1huaxjyAsZT3pN3S0boL2a6zVuIPUAb23D-aAs/4uu/aqFIdS2sS-C1FhAoKwNKUg/h2/h001.MtgnNCaK03o1xVYH3WVWIn6mDTGfF4HJVPc66qS8sB0" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/9b7af659-e381-4f87-b9b8-bb21b7374a5c/Thumbnail__20_.jpg?t=1791883755" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch how Muse Wonder 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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Meta unveils its first frontier model to rival Claude and ChatGPT:</b> The social media giant just dropped its <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpIFsdgeMlX8sSNmNA96nM02nVkBeLlNg3T3C3ppj9nJubp9Mi5PzlrbsGNpp0DyT1CSsWm_bMCaX9riCEANTRRG4RdZBMDer9OXuUvUrPcZq6egKi9F7Zjf5ZR1HGAbcE52eR_uGs3_rm3T9ue7wD5b6jzDP-w4xVNISkOquYgdhkFZNjoeDxjhIawavGv5zINLlvIgGndfQ6KMwzJy9zTwu94hBUWxTo9k14A2sRcZUDgPRYYuuKV3CAG8alfnWHWFDV5Ag0_fY8JC2GYJF6pJ4_9KQ_BKQ2XM7lhEulGoj/4uu/aqFIdS2sS-C1FhAoKwNKUg/h3/h001.O6ERR2g5XjsgTUOHOJPD0wUll4Px_ZQlGAAOgLjpRjA" target="_blank" rel="noopener noreferrer nofollow"><span><b>Muse Wonder series</b></span></a>, rolling out two models: Muse Wonder and Muse Wonder Full. Both are designed for long-running agents that maintain context and pivot to new approaches when they get stuck. Meta claims that Muse Wonder Full outperforms Opus 5.5 on long-horizon coding tasks. That said, it’s locked behind a subscription, and early testers <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHnkpjdXHHkNiprw-nxW9riZU_hLSLcPb8Cui7lDfd2goNkr0bRCwAiUgFkSwCOfQWexxieSstzmOTLjrtX0in8wVCsY9hdLOATQ8ygcrEryVpgXORK9SbD9AvpVCpeMetBnoMUmojPYI6ZRmqQHVM36N6ViRq_Cys8Rkj6n5l-FlA3ClSyMGkl7chgU96wgFH0HzS67JVIFdDYLoUEQ--Hzqz0P4tHAyyGr0Ae_T-Dg4A_em2tA7uuyhwz560B6-AoxNTPaPV9g71Ev3HmA6OV/4uu/aqFIdS2sS-C1FhAoKwNKUg/h4/h001.mel0db7B7sDS66JFvZjca7vjeUpAisBriZJLRKOcfvQ" target="_blank" rel="noopener noreferrer nofollow"><span>report</span></a> that the API-accessible Muse Wonder is noticeably weaker. </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>This AI lab takes on Jev with 12x more context for enterprise agents:</b> Subquadratic just rolled out <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0nGS73AfmQ9OO6P_fbhnk6kYQIjswYKVDnzTIcu0MoMgc-KnqxOvJT7wwqVvz596D_KtPx01ios1IuthCQC04wkp1t1JOvIh9S1I20cV4kNgiiBu3gG_tV-BUxerM6InK8XurYTgQqQ2FAY4_xxHLvRNFYbhc78sEPCMFasBcGR7zd_dW6moWyz0__JmNYIOD3VeGF5oVYlzHJ_sfPMEJbA-uvubVFBTE479Pa6wDGPM3BtJwr7gZ6XIvv0nOoonQUUnbnxWk9c5ufk2v4Q0tpA/4uu/aqFIdS2sS-C1FhAoKwNKUg/h5/h001.UggC6H7lRArK-Gw0VJ5Xv_Ra-OVdtXAVdbGAOc83-Vg" target="_blank" rel="noopener noreferrer nofollow"><span>SubQ Snap</span></a>. It’s a decision model built for quick calls enterprise agents handle on every turn, like picking the right tool or verifying if a test passed. Subquadratic claims Snap supports up to 384K tokens, which is 12 times more than rival Jev. It also outperforms Jev on 13 out of 16 enterprise benchmarks. At $0.05 per million input tokens, it is priced to run continuously. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0s_aNvbuo6bHcqplvMifxxOOtII-qeFC-fFFmhXAaFkRTq6U9bfmHv285zsCGTTXzivSWefQXI7opCYyy-SsquWy3BfXpdRes6R-g7osxSIVAVOphlkOMRncMftDqEIarpKNROAeGLN20_8CDWSdSzmtdN9iwQOr44Bw364HK3O4ycJ193IRGDX_CIXGVz1lh4siseCcjjhvRgkU32Hx6OqEaT-POC6CVJ9QOmrnnk7PuSyLKXQSxOGo5WwC0ccykw/4uu/aqFIdS2sS-C1FhAoKwNKUg/h6/h001.6zzhlCEB03fljPxKDUwUlbuyRW0Y6uTIRQ5okuzzcSI" target="_blank" rel="noopener noreferrer nofollow"><span><b>Try 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>Anthropic warns AI models could soon self-replicate without access to data centers:</b> The AI lab’s new report <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lznXd49QiNGJYJE2EWz2vYn4RF_v0UtFZpxkGmQxiWQqOO_MAZHCSXvenZgIuv7ZXD5SxYLn1S2fC3ui6sbxjlpqcP0BEPAC7Gku1QNwsjF8LFxyax6iqJsFTJj3aU6iMuWlKqhNQ0Ccu95G52eWyrVJ8qniHc-BSFQDLjNkDYbaXl2vINFiKSiaImHnEiGE3fdoddyMfto2TZkvCPFdskEvLAwD4uNJNFtThxV-EFr62neiIfsb2uopIvsfUEBV0SF96y02gpCgvAK8Z-O6iJSN76rHbnnpcSFpLNEELGdoRhpCnufMDwctQQnAtgLAHj_3uDxtHVtjG2pC8LO4EOnEeGedDQpQhUU5HBlRO5X--FNyBismMNm56Yqv98sJcodPA0Lwwx2y3Qp1tfPkebXCPcqmq4BUXI_sfgVrAlF_74eTzFd4hQej1TrDpiRm/4uu/aqFIdS2sS-C1FhAoKwNKUg/h7/h001.w-4pzKvLMO5x22qiEi3ezI4AfxvUpW1eFJL12_zG13s" target="_blank" rel="noopener noreferrer nofollow"><span>tested</span></a> whether AI models could locate poorly secured internet‑connected devices, such as off‑brand Android TV boxes and smart ovens. The models then tried to copy themselves and continue spreading without human help. Models with fewer than 30B parameters completed individual steps, but they struggled with the full run. After removing specific security barriers, GLM‑5.2 and larger models replicated the process end to end. Because there is no central kill switch, Anthropic recommends securing devices immediately. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lznXd49QiNGJYJE2EWz2vYn4RF_v0UtFZpxkGmQxiWQqOO_MAZHCSXvenZgIuv7ZXD5SxYLn1S2fC3ui6sbxjlpqcP0BEPAC7Gku1QNwsjF8LFxyax6iqJsFTJj3aU6iMuWlKqhNQ0Ccu95G52eWyrVJ8qniHc-BSFQDLjNkDYbaXl2vINFiKSiaImHnEiGE3fdoddyMfto2TZkvCPFdskEvLAwD4uNJNFtThxV-EFr62neiIfsb2uopIvsfUEBV-3u7KFnThIj4M4xONXCD_RSIjOQbCBgmgqh_izxTyYuUb8Fr9l3uz3LJgbK4vB7AzQTqb9QCCiVwz3CPDJ5QUb_W-FNFHi22DlLm8AAmiWkuKizVLyqVJPiviYCAK_wLF_69RoyO-HTtEtntOYLTzOlE7lfxy19dtYlHFKZ0ySh91BD5QpL8cvcDVaNohAwM/4uu/aqFIdS2sS-C1FhAoKwNKUg/h8/h001.EJvhZRpq7bRqlQvqk_lqGPGNUtb1rROOBREk5fFqNZI" target="_blank" rel="noopener noreferrer nofollow"><span>See how to secure.</span></a></p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#030712;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY WISPR</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><span style="font-family:inherit;font-size:24px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4sxjkVZ5qzOP8AaC80VoGOXDUJ0Epjpe_YIrHGhSdAetCnFfvnT3-j2vIBOCy0-hH1UUVbTRc7uyyiAnEzfwIayyepUjmtZauBpBTwms95ZY28-INeBFsZkI_Dudaa-Zst6SDwrwQSv8fiaVlpktiU8X0Qf8XlHHB0V_NMz0NKmfMjjMLZ0Yt7HjYjT9KU8Z8U13oxGL0wQnN3usR_bcH_XImdDSnCVNJ99OexxZHVAOPvHnkyEvR-QQ2SUx7CGi8w/4uu/aqFIdS2sS-C1FhAoKwNKUg/h9/h001.inPmDa0srtitXCHfF_HeuW03x8n4Cu4BuD-gHzyn9CE" target="_blank" rel="noopener noreferrer nofollow"><span><b>Your agent is only as good as your prompt.</b></span></a></span></h2></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4sxjkVZ5qzOP8AaC80VoGOXDUJ0Epjpe_YIrHGhSdAetCnFfvnT3-j2vIBOCy0-hH1UUVbTRc7uyyiAnEzfwIayyepUjmtZauBpBTwms95ZY28-INeBFsZkI_Dudaa-Zst6SDwrwQSv8fiaVlpktiU8X0Qf8XlHHB0V_NMz0NKmfMjjMLZ0Yt7HjYjT9KU8Z8UyR8ipM3_8iQ7teivAWISZKSLoi4fIqqIH1UuS-M-YT6FWVL2wKayi50HLxqCcETM/4uu/aqFIdS2sS-C1FhAoKwNKUg/h10/h001.7qUtCBsZ76SkrrfeDsxLZpLI7X_5ZSV7Okydf-syK4w" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/2dbbdc72-9c7e-4e04-bc48-4523ad675921/v7__1__V1__2_.jpg?t=1791834344" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-family:inherit;font-size:16px;">Claude Code, Cursor, Codex. The output ceiling is insane. But "fix the bug" gets you slop. Detailed context gets you shipping code.</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;">The problem: typing out file references, edge cases, and architecture context 40 times a day is exhausting. So you cut corners. Your agent gets lazy input.</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/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4sxjkVZ5qzOP8AaC80VoGOXDUJ0Epjpe_YIrHGhSdAetCnFfvnT3-j2vIBOCy0-hH1UUVbTRc7uyyiAnEzfwIayyepUjmtZauBpBTwms95ZY28-INeBFsZkI_Dudaa-Zst6SDwrwQSv8fiaVlpktiU8X0Qf8XlHHB0V_NMz0NKmfMjjMLZ0Yt7HjYjT9KU8Z8Xb-743nxdU6e0qILseW1sZ0cJMi0ExbVplNUNACfHruaE7vWIXtEigi8aUzPXJj74/4uu/aqFIdS2sS-C1FhAoKwNKUg/h11/h001.2opd7FGxny7tDBWXec-ZOZP6NPUKtr4SKfDCkA0Xbio" target="_blank" rel="noopener noreferrer nofollow"><span><b>Wispr Flow</b></span></a></span><span style="font-family:inherit;font-size:16px;"> lets you speak full prompts with syntax-aware dictation. camelCase, snake_case, file names all preserved. Auto-tags files in Cursor and Windsurf.</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/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4sxjkVZ5qzOP8AaC80VoGOXDUJ0Epjpe_YIrHGhSdAetCnFfvnT3-j2vIBOCy0-hH1UUVbTRc7uyyiAnEzfwIayyepUjmtZauBpBTwms95ZY28-INeBFsZkI_Dudaa-Zst6SDwrwQSv8fiaVlpktiU8X0Qf8XlHHB0V_NMz0NKmfMjjMLZ0Yt7HjYjT9KU8Z8USig7UGmMFo5YOZWrPQNPMeTa57iFN2OrxY-kbY6H9WF2u1R5CerpoB3x5Qs4W-Go/4uu/aqFIdS2sS-C1FhAoKwNKUg/h12/h001.lx1sAGQPVvIdYzu1V0WqV34ADmolkuRAA_b15OJyf5A" target="_blank" rel="noopener noreferrer nofollow"><span><b>Used by engineers at OpenAI, Vercel, and Clay.</b></span></a></span><span style="font-family:inherit;font-size:16px;"> Works on Mac, Windows, iPhone, and Android.</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;">Better prompts in. Better code out. </span><span style="font-family:inherit;font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4sxjkVZ5qzOP8AaC80VoGOXDUJ0Epjpe_YIrHGhSdAetCnFfvnT3-j2vIBOCy0-hH1UUVbTRc7uyyiAnEzfwIayyepUjmtZauBpBTwms95ZY28-INeBFsZkI_Dudaa-Zst6SDwrwQSv8fiaVlpktiU8X0Qf8XlHHB0V_NMz0NKmfMjjMLZ0Yt7HjYjT9KU8Z8Vlrm7vlxaZ-vt3orsJHHvoToiyJ9ryh_d5RSUg7H7T_7vAl-ufAJky7H27seWCPys/4uu/aqFIdS2sS-C1FhAoKwNKUg/h13/h001.-cyQoXyGuUhSpvrYLmgoVg1auYVqWFKHkLFyJw1MU3c" target="_blank" rel="noopener noreferrer nofollow"><span><b>Try Free</b></span></a></span></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>INSIGHT</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to keep learning in the age of LLMs</b></h2></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/82e6d33b-50da-4046-baf5-587a3817d0d7/superhumanteam_a_group_of_engineers_write_code_by_hand_at_a_l_4a1183e4-79e8-4bb4-a290-1d1f9d89eb1d_3.jpg?t=1791888088" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t bb" style="width:670px; padding: 4px 4px 4px 4px;"><p>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 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Faster code, less learning.</b> AI coding tools have made developers faster, but many are learning less. When an LLM solves almost any problem on the first try, developers skip the friction that actually builds skill: making mistakes, figuring out why, and remembering how to fix them. Software engineer Oğuzhan Olguncu <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx180eU4wdPZwDqf6U962DxG8dkdXYQWhNdFStUEvIqG1iMclXyM20s3Vr7WhWYM66272StrsrgWvhBsnWYM87Avje_7hzbPb2HPH-U6dYtidhccu3L7JTDkcR3-DwSFiE1-C8QQjhGCA9U8hcGzCXHmEGc_EyD4vWipCQbTk288s1AgNkqVAY3V2TY-35xYY6JulNplg-_Sw1vJX1sJKR-WsWFO75FO70wPC2Ucbf07peGl6x6Cm-gnuaFlVE1wLsOcIKFJjea6SdGo7DNzuaWlcyiq7o8jH6XtvFALRa4-BSdXrdWC8Tw3UUJtfEd08ne-tak1DCQ3341k0adQmEUR3I/4uu/aqFIdS2sS-C1FhAoKwNKUg/h14/h001.C14BCFF4U6EGVL37ecoIBrJjWOrN8RLkkTc7tUHX--E" target="_blank" rel="noopener noreferrer nofollow"><span>noticed this</span></a> in his own work. He stopped working through hard problems because the effort felt pointless, and his growth stalled. </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>Turning the LLM into a mentor.</b> To break through that plateau, Olguncu changed how he used the LLM. He rebuilt a small database from a research paper, writing the core logic himself. Whenever he got stuck, the model acted like a mentor, prompting him with questions that pointed toward the bug so he could solve it on his own. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>His rules for learning with AI.</b> That project shaped the rules he now follows: </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;"> Use the LLM as a mentor that asks questions, and write the important code by hand. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Give the LLM the routine work, such as tests and tooling. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Plan each project with the LLM before starting, so progress depends less on willpower. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Make progress visible with a simple chart or tool. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Work in short, regular sessions. Thirty minutes a day beats two hard days followed by ten days off. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Pick topics slightly beyond current skill, and ask the LLM to explain again as often as needed. </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>The same rules work for teams.</b> An engineering team can move fast with AI while still protecting the deep thinking that turns junior developers into senior engineers. Olguncu shared <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkp_v29ZGZ4DoDcoLKlHDoz4873u57XRo1f75QhOlgi52UdQHoWwUtGZbFdwfUGfQnSKuXRVaKyqAxneFp0zmPdP5Q6FMyckoKu7ut45cOOBPiyT2sb_xcP1s3cFIF2_DUIwTAs61npbXsKDlCmzxaJNXg8sz9EXjacDfdk5A21_OGkOPiSRmHTqfXCoZ60eVNVnrh25r9vx61ujSXT1RFQAuohaxD7_dLXynFgabaR18JnRUoy_FJvbASGI-i4L6S6S4sg1fydWZ_WrQNf9Ow6An3gYpMz8wfU9pGRtQHqWXVo8J8ykJFQr3vD44Sh3Tyw/4uu/aqFIdS2sS-C1FhAoKwNKUg/h15/h001.v8CIOuR3p9fZyWBihPyFRp4wqgGh5aLr-GdpDgWHQTQ" target="_blank" rel="noopener noreferrer nofollow"><span>his skill</span></a> on GitHub and encourages others to adapt it to their own learning styles. </p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#030712;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY TIGERDATA</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-family:inherit;font-size:24px;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqulm-NbltEMetaoi0-54n7-rb0yMoIpRwIS-ogkHlODYYUKctUOVRSsI-xQcBBXX7j7P8_hrZgH31WdU2w2taV-m1ZnTBabhjQoF5VbHKGqPp4jZFnBHtfocxTrLvXdTZBl8VVreIj-tu3E8S7iaSwKFJ_OE45664nIGW6MUXKnqW_Go9Px-1_QWUaVhzKoNnusfzkbMHeqa_5dWI6UuxT9c/4uu/aqFIdS2sS-C1FhAoKwNKUg/h16/h001.1k-Qrx6rfx8NgM10bYhIa3pn4AsaFTlsY0vG6El5k1o" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: #3593ff;"><span style="color: #3593ff;">Postgres for time-series workloads at any scale.</span></a></b></span></h2></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqulm-NbltEMetaoi0-54n7-rb0yMoIpRwIS-ogkHlODYYUKctUOVRSsI-xQcBBXX7j7P8_hrZgH31WdU2w2taV-m1ZnTBabhjQoF5VbHKGqPp4jZFnBHtfocxTrLvXdTZBl8VVreIj-tu3E8S7iaSwKH-ZVUkphgROgGCns7Ux7bsmXm3-e6UI07tx2x1qUhp23EVfYCaxCKvJPNasrK9JH4/4uu/aqFIdS2sS-C1FhAoKwNKUg/h17/h001.8C0zJM_KxQKMxf3Y2v6ymzWDituUeEa217qBqnMs8tQ" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/242df3dc-ed4b-4171-aacd-1967c15e139d/Production-ready_Postgres_The_Code_1920x1080_-_Mandy_Hanson__3_.jpg?t=1791835259" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-family:inherit;font-size:16px;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqulm-NbltEMetaoi0-54n7-rb0yMoIpRwIS-ogkHlODYYUKctUOVRSsI-xQcBBXX7j7P8_hrZgH31WdU2w2taV-m1ZnTBabhjQoF5VbHKGqPp4jZFnBHtfocxTrLvXdTZBl8VVreIj-tu3E8S7iaSwKHlN2o-9ldfxBJQwtdkcZPziHrJ5Vaskp68E0va3vwJJQkV-BRJidJ_CIxkH4jBOF0/4uu/aqFIdS2sS-C1FhAoKwNKUg/h18/h001.Av6snq-eS4lCHXeJnrkpuAwLI524kcN-Ijaky0T3ytE" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: #3593ff;"><span style="color: #3593ff;">Growing Postgres databases</span></a></b></span><span style="font-family:inherit;font-size:16px;"> eventually hit a wall: queries slow, dashboards lag, and adding another database starts to feel inevitable.</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;">Tiger Data keeps Postgres fast as your data grows with </span><span style="font-family:inherit;font-size:16px;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqulm-NbltEMetaoi0-54n7-rb0yMoIpRwIS-ogkHlODYYUKctUOVRSsI-xQcBBXX7j7P8_hrZgH31WdU2w2taV-m1ZnTBabhjQoF5VbHKGqPp4jZFnBHtfocxTrLvXdTZBl8VVreIj-tu3E8S7iaSwKGOXgXvOnGZ-ogdXAUyU_t6muAH6LjcriNagebC--Mek5g8u_Q2eNzIoNqsqBA3i2M/4uu/aqFIdS2sS-C1FhAoKwNKUg/h19/h001.fYKYJKxNQFxPoBTJ8hhKRISCnXhAmfdEy_D0tH7IQmQ" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: #3593ff;"><span style="color: #3593ff;">time-series primitives</span></a></b></span><span style="font-family:inherit;font-size:16px;">, columnar storage, and automatic partitioning. Same SQL and tooling. No pipelines or second system.</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;">Just Postgres, built to scale with your workload.</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;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqulm-NbltEMetaoi0-54n7-rb0yMoIpRwIS-ogkHlODYYUKctUOVRSsI-xQcBBXX7j7P8_hrZgH31WdU2w2taV-m1ZnTBabhjQoF5VbHKGqPp4jZFnBHtfocxTrLvXdTZBl8VVreIj-tu3E8S7iaSwKGMrk9hgZPsPSvjUpgajaeG8IKFRVAt5hztjM_8X0C65cm3AtDxnfk_4bNP79EuI5A/4uu/aqFIdS2sS-C1FhAoKwNKUg/h20/h001.HjZ4XivMaLbrnNoZyTdQy2NlYrwg_0vSwEBvpEZEuZA" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: #3593ff;"><span style="color: #3593ff;">Start building for free today. No credit card needed.</span></a></b></span></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>What’s trending on socials and headlines</b></h2></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/a799da14-9f7c-45db-a5df-0bb09606594a/CleanShot_2026-10-13_at_1.10.40_PM_2x.jpg?t=1791877298" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Slop Stopper:</b> A SpaceXAI engineer says too many developers act like helpless bystanders to AI slop. She shared <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGCmxrV1V5FFbiRAny_Lo_A0EWaLoDS0w3KJ1suviKsU9HHZGX9AtexUFWT18VdL5YazvUUoNt2b-WFAXYS7iUksug9Lqg_cy1Tk5yFlxz6HKQuxb2Fu3j7oMofE92Qe39Epfj_8JEe6LbBKMA4f13r5jwqoZK5QS4Ugu7r2a8C8sJC7w-3FOI5UcKdtzYpKVt_yxQqpZpxuuXe9b4kzFsFYyuM8SKSn-K6_n6UXk284o4lUu4zfkWcpBSELVh8UuhfGoMtrUL2pbwAXrXPtu3n/4uu/aqFIdS2sS-C1FhAoKwNKUg/h21/h001.I2Os5H_M_VtwZgRv5iR1BkeEDYKCB5M4Th4kRTWzxU0" target="_blank" rel="noopener noreferrer nofollow"><span>two fixes</span></a> that let agents ship high-quality PRs with little context (6K interactions). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Grim Outlook:</b> Zoho’s co-founder just told employees there will be no pay raises this year. His reason, and his <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcE3zTg5F3GUxyoi3nK4yNyEbSdTveL8kRoI-DExDZiOTO1jZne6K3Y6flJr80-g1rUSNqAG3cnrPNB3NDf1B6TiuAcDKv2B1xpKwVL21btgReEWb9YJ4EpqJEit342NRYbywhjhhryi0Y_AXpZMZFWz4rYN4L4MpUH9Mn8NTOWZjAir6SnSiTFoWPAc48Iuh8VnGckXk81GgWa0-v39cGzMZ1djA_mz4sNrBUsrvw_zhXbwmIIyFWGyT_qUlN0zO-95VMFSUNH7YEZ36sIfmiD_/4uu/aqFIdS2sS-C1FhAoKwNKUg/h22/h001.jPwQsfqyDKb8VwohYcgJcbp_6eJ4umKxZvPNA648Fno" target="_blank" rel="noopener noreferrer nofollow"><span>warning for software jobs</span></a>, is going viral (1.2M 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>Bot Builds Bot:</b> Grok’s frontend lead asked a Grok bot to build itself an Apple Vision Pro app. Now he has <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcFZVtYI1RdThSK2M7OJUTf3986-dUTEWuda_BigpiqHJACVETwCAmGvV0IfEUZgcJdq7q8RpemWcdsnqLu9QHRa6_bcXDbNbsE0YUV99y6DKvPjtGmVpd5WidLMoxGQriEpvHIIpYo1eWypHF0-8EWmL-wQy5MVx-3Z9QQvSO7W861mKijAhy1DPKs4qiTZCwEEWVgTKL8YUBcVZd6LSoPtXst9BngKsh0yNg2eupBs-06yiRQGWqrQZirpgi16I8sPY5yphVM63k8tigUtJm3N/4uu/aqFIdS2sS-C1FhAoKwNKUg/h23/h001.gfXYUcXb_GeuF9-uA8sA10NYreYBjXI4Us5Z8GZ4eYw" target="_blank" rel="noopener noreferrer nofollow"><span>talking bots</span></a> placed around his apartment (1M 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>Cold Chain Attack:</b> A cyberattack on refrigeration controllers just emptied shelves across hundreds of French supermarkets. It even reportedly <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGk9FFTiBndPFzf7JdzhxjLJxdLOIMGFBoMFuRzf4KsYBy7sMEpvFROgz_V61OWt-Z7Syzd558RaVmo8BEh_ujml611pniDlDrhym1UFnCpXACvIPgUGr-QCeT5UU-2ZZ1iVN69oRJGCjkmgYYHfXe10PbcF7NP_aaTPeyLCBTl4-FPac0N8waq4eY72hoNwhXXF8GIwQfo12UYZ11iOl1Lq7JnJ-8o09NsFnpC3jrmpYOOA2aCFwAg2HYDl9puZDVPNpyw-7je62BLzFObaJv2/4uu/aqFIdS2sS-C1FhAoKwNKUg/h24/h001.G4XvFHRjQTzrExFiv8tM7ihxg9oC9u9vwkDm4_qajmU" target="_blank" rel="noopener noreferrer nofollow"><span>sparked fires</span></a>, a scary reminder of how exposed IoT systems are. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Effort Levels:</b> Claude has five effort levels, but a member of Anthropic’s Claude Code team uses just one for 80% of his coding. Here’s a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcEoLancyJ-sdWM5BMQXBhJPl8ap5AAS_Q532I8bnhmQv-O80cTbBTIRVeLqrSbzVml5elzu13zz5fwCGI8r5ttmQ_9GjG27oBwYg9FCfxQhuOdT6hS3jNEdeYOXjWAec2lBUilo5uPh0NW_O5WeGXI7JgXCAyqMKt7yNc9S-M0zoGMvNk2tuQnpXILoUHnZBqY1hav6HsZMaDD6upmFxGMmy57EJpd6QFU-WzWK1H3g9ahlVeUG4Y-dewipyorCZWSUxsph-sx59Mo09AsAbdM-/4uu/aqFIdS2sS-C1FhAoKwNKUg/h25/h001.zn2PqIod861Ip-IIVqm-akiFQHsgpMlqMLlXqyzX5WA" target="_blank" rel="noopener noreferrer nofollow"><span><b>visual guide</b></span></a> to picking yours (2.7K likes). </p></li></ul></div></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TOP & TRENDING RESOURCES</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxKIMKEPCbQqCypddJEvWhrxXWK3_2qrC8xogwRdJQGtYPEplDFsyD5zid2UzfIzQpcdYi0cPx-f2LN4-Iy2A1-X_b-IEf2Mxk5c0SauYhRECQ1nt4Ir7G1P1cDAAi_34z9SHzu3dn3bEmR3_lyOlsdNlHbYZo9G35Cq_3D5cMqvBD_Z97WPOJE8uI8FBpjLiuBarqxGj2o5r1f8hgbIxNN7-Wy5aC1s1s9kfWbuC3OA_ZzGUOCCUSGcKWLjNBooj6Qo-NDIQGG7bo2VbtkUWEb/4uu/aqFIdS2sS-C1FhAoKwNKUg/h26/h001.CGYl4crUTPKqAl8UyigcNLj6b9ykofboslQqC-dBucI" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/7f817a17-ed27-4c13-8937-c526b7c479b8/Thumbnail__19_.jpg?t=1791877961" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch the tutorial.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxKIMKEPCbQqCypddJEvWhrxXWK3_2qrC8xogwRdJQGtYPEplDFsyD5zid2UzfIzQpcdYi0cPx-f2LN4-Iy2A1-X_b-IEf2Mxk5c0SauYhRECQ1nt4Ir7G1P1cDAAi_34z9SHzu3dn3bEmR3_lyOlsdNlHbYZo9G35Cq_3D5cMqvBD_Z97WPOJE8uI8FBpjLiuOWnTA8IstdhYUZ-s0bNC7KRBCnQ5zsngbw2TeUGmf7TDc3DoTVvk9M4apwKexBgivd6ZFESYVFmgMbbMqD7hk/4uu/aqFIdS2sS-C1FhAoKwNKUg/h27/h001.OzjaWySVTG3Tdore_Zu7O6yulz6x7n5rA7NqQXMsyW0" target="_blank" rel="noopener noreferrer nofollow"><span><b>A former Oracle engineer’s workflow for building production agents:</b></span></a> This tutorial by a former Oracle engineering leader teaches how to build a full-stack apps using modern web technologies. You’ll learn to set up the backend database, connect it with a responsive frontend, and deploy the complete project efficiently. </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.yBywWjiZ7oCsTrXLmaNhklP5rWrJ1eVDPnw_0InbRGz4NT17OLuW4juM3yCCL4YlrFR_kTZT62Z77HKG-uIf4hKhkcRRm1Aet6ZmaiUgDs-iIsfoxXgOSApNTbU4rvEdDiwUzzRX579_kJyNqJubyFkGjqcKmXJx1hH3VCb2umXHyNHZV9A5DqOYRJjifui6e7NIx2gPhmh0TygfyRs_8VV0eNg5fvZZbP08ayRbr9andD7V1vPnTGJDvyb0P5M8hPlCJJxawmOLriROv3lK8EQviS8Pw5vyjPz7_dZ9TXI/4uu/aqFIdS2sS-C1FhAoKwNKUg/h28/h001.TeSAlXGRlCTSj5if39SdLPHtY1MK6kwqNMH7WOUPVAA" target="_blank" rel="noopener noreferrer nofollow"><span><b>Context Mode (26.7k ⭐):</b></span></a> This repo offers an MCP server that prevents AI coding agents from overloading their context windows. It reduces raw tool output by 98% through sandboxing, stores session history in SQLite after compaction, and routes tool calls across 17 platforms. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending Cookbook</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7DUPRWRdPsaLfmgqOHOTzZ98qQzDhIdTzOMH9rUOput2-4Qo5eC1BatTSHCfnyoKi7k8n2Wm7qA87osy-L9BOAR099nfTK1DH6n7nftR9imKfyoRCnCzyclGvAdyZh9lz4RE9G2Ayd_uc1E4ZQ2usLww7Ww0MhM2nAGHbG_qUXA0Yr_ClSCQ67kivihbupaPrij1FdkmphwNmx3MDla5P4AE2qJV9GEVzko0Uiz2bPWgxzyz5gM0IidoGlU3njmhpBE7GqTj8cofTRgt82Z5-UhHYN6j0GCEOJ4lRu2uI2HJ0YJWHDjMXbw49AmPQzwYdgS8aMcyl9vGmpC0v4a3s5Q/4uu/aqFIdS2sS-C1FhAoKwNKUg/h29/h001.Nwrhe4FfCkiAMU91Qe45OT8q-wk5xGaHL9O8rjzKM6Q" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to build a Slack bot with the Agents API (by OpenAI):</b></span></a> You’ll learn how to build a Slack bot that handles multi-turn coding investigations directly in your team's discussions. This guide shows developers how to map Slack threads to OpenAI Agents API sessions and Docker sandboxes for secure, isolated code execution. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to find what’s filling up Claude Code’s context</b></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Claude Code's context window fills up fast and running “/context” gives you just a snapshot. That makes it tough to tell which turn burned through your tokens. To fix this, an engineer <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHmaUKW1L4wa6SfIL9Yt9Kkvj9PZ-mHstT_Sf6tfDjJqna02lXPSFp4aWEDHbFuo_qxNvuBkH42ZDupyjzRTN_wjysu9q54jz5tQ6gzF2n-MiC2tRJRtSEMPPjGcbD-m_-3sYdoUiSsPn9eN4KRaELlqak89RQB-CtEtoPecC2akoMXFBWIob_S09skrrMgOWRSViFUHnJXn2NyxK6qzkuor5Z6wNCurNiR2d_oO8PBDi4-6NikQb4mrVcKmk8gzicsThhDoXSil-lNF-K_mjvz/4uu/aqFIdS2sS-C1FhAoKwNKUg/h30/h001.WS-UaKQwHyhKxdr4oCN9Jw8T_yVJ9Izb6ZrW-cVGUgE" target="_blank" rel="noopener noreferrer nofollow"><span><b>built a mod</b></span></a> that breaks down each request into inputs and outputs. </p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Step 1:</b> Mods need Claude Code v2.1.287 or later. </p></li></ul></div></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code>claude <span style="color: #7ee787">--version</span></code></pre></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Step 2:</b> Install the mod from your project folder using the terminal. </p></li></ul></div></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code>npx claude-code-templates@latest <span style="color: #7ee787">--mod</span> ui/turn-inspector</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%;"> If a session is already open, run /reload-plugins to load it. </p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Step 3:</b> Open the inspector. </p></li></ul></div></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code>/turns</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%;"> Each request appears as a row with a bar that indicates how much of the window it occupies. Expand a row to view its input and output sections block by block, from the system prompt to each tool result, making it easy to identify the call that filled your context. </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>P.S.</b> Get 50+ AI coding hacks for Claude Code, Cursor, and Codex <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7smScni7E9ePvR5sqx4-vEiglOWRMeDsil32Ti-GRoZXLiiZjeQGvMNABBOXf-JG_S9KI2PYJAGJz_C-9m04GiKLCBnK4C4b4DyLOqzbpejWBg3fthWmgS5saGazBv1DlMOlmh_y_MqQnT-uMPOnWZvjOn0F3ELI87aoK-tB_fZdoCMiZuJ6_nygkOlsZdrUQtzumGS98dTMA_8FxvFBUOSdgY3C97KYL_AG6IkvoK2Wb6ub5K9-mSr1m9fwtsVVn_oDdNWsZ1V3wDUlM8vSRCw/4uu/aqFIdS2sS-C1FhAoKwNKUg/h31/h001.x7XjgkIEOuG1m-hyWK4MW59vL5euSKNY9wR2LHJFZM8" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a></b>. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN CASE YOU MISSED IT</b></span></h5></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="background-color:#ffffff;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><span style="font-family:inherit;font-size:18px;font-weight:600;"><b>Our most-clicked story from yesterday</b></span></span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Andrej Karpathy claims only about 5,000 people know what frontier AI actually looks like. His <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcG4gImP18pSBaZHV1RMsEZvK3y31nDX8OUShCVkebomqSDqqmC54cChI15Q4MKcn4RYvv1bfl8b3KCV1fXIaSnTSwI8uoBgXe3Ae58pwOkdpSIWi-6gg3CQtln7Vw7YEdaoTECKM6zN2w3k02RTqBQW1mJE3AAOMra8nvc9HBBq_mR6peGKBg-QhrCImnjxd9xtt4SfODtDvFJyFVMm_AuXXibyiPsR-z74aNUCZePJ4xWffBbXXxzqENavwfkOQTLMplPyk-RmGTNMDsxcV1Ji/4uu/aqFIdS2sS-C1FhAoKwNKUg/h32/h001.B_1mNSK7gDZ3Y-Q9ZSr7noMdNz0UNGCWMWUfP9l6SAc" target="_blank" rel="noopener noreferrer nofollow"><span>full post</span></a> reveals what’s really happening inside AI labs. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:5px;padding:8.0px 0px 8.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="8" style="line-height:1px;font-size:1px;width:8px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:#f1ff00;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><b>Grow customers & revenue:</b></span> Join companies like Google, IBM, and Datadog. Showcase your product to our 350K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585b-27CaYwYdnCBrY5Lfl6fnJ7S6lP8xWfWaCa7vswtLtYkQfx9QzN5KoTe_Skd14hKyRwdAs_UdO05ylM-SkJ-2AWJi2xUsuWw6MMSbVD_89Cu3BPhIjXuIGPPqNE4SMxrgAT1psBlR1ASvce6bEFmZLlRFfnW8SuojyFff8OL9I/4uu/aqFIdS2sS-C1FhAoKwNKUg/h33/h001.jsCfeCejOWDpx4CSRObD7Y0JwJz2uG81vec4FCf8Q8M" 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="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>Whenever you're ready to dive deeper</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%;"> We put together a few guides on coding agents, agentic engineering, and leadership frameworks to help you level up in your career. <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9swIO_4_RCL9DE5UAlr4-SyFehzOuLxMx_QVrGzqL-mob3ROeLTAtnfkCvx0syn6cNakS5lIjm4giQ3s30clGuTR34lY3otGO3Egi08aajZAScfUnJzhBSuI8tByfvzBEbP-cbDEkG9HZ2N_yWpyweApzYJbDXxiUpixJpS-ygKb3F_NqDBXPHXLul7kGKx-BOD5fRu3Br6Ehw5fKkrcf6bj9wzEdOrUlUXLVzgigITqxMBB3jBvlLpb8YafvTdw_LwpfRopPbrUbKFK2IDDGdDoPT8lKSK3lmDeFMiKxG9hDZCXHX4h0mGgHA09OeS2BqQf6Yj7Tf9K1Qi6puAqGzHjGwW44DI2wv3jtDLvhDWGoQKgOnbo0aLW-lHFER6Z35ZUnxD5G61LLoMjM5G1ZCuamO6sRtxOqkCZqe-9D3XnnsKRNaYqh5nwdjHp-gEraFXPDe5HwvI-85vSJpx9fMfFY6J3xI0x6tQvtGdJB15g3GWEwZTBho3ZJ0mET2S1HxXMDZJOKjKNStcgSbYtPlSo22QHlv6E9QpaJ0Ks4Qs5BJ1XEgdLDNZo-vt5iuZT0fBDj3-kWoQ2AT1rq1Zgrxe7sTjsR57ylzxvZ8Nnm1Bz4l0TXDaAQEtMI09vCvBEjd6EmChesdEhKgYWkr2wsVGD2X1VVmcEOZe76pIZVAQt86KXZNmnJ-p69LKbimPLr6gEsGe9f9-cOG2arW8asWMpt7ddmPf1m2udqXvay2yfs2FX_KQsQqDtlPiKQmyPf2vkggzm6lrw_Fid-7RrxntLhCWToW9OMaqiTmdRUWt4UUYBQamL1xsiOgQAlrk31c/4uu/aqFIdS2sS-C1FhAoKwNKUg/h34/h001.nuSmrt6nvJrd3xrJ0_GjXO2IWEJRVE_-n9GoDsPubp4" target="_blank" rel="noopener noreferrer nofollow"><span>Browse all our guides.</span></a></b></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_h9ck9FHbNKb6QzLavM-xXIBztkkVVkqUh13rgnXJvnNrjcQdiRnneqXEC24FwuVTVRuNLtJwq5RKvoEZdJEEiFDxzrB5nK0RBhkLPSaF-TpMwjFg-ZXcI9_1MfNWS65uLnGftE5WtcNEsT6jtu8rh-yhmzm05-ny_1kslVwSSrzSS8nyPzZwnusq-4Ra_FQ1UhuHmRT2RVQQiZ6xqvXWXAWcfgQFL2MhxuPRHADUxVgMkwY9Ire9VnCe8up-e6yiBQv4GXh3OWWDOMqeXmZFjzGoKBuVtckgRSa8jg3-1aE3D_BrGYhwYOv2cm0twGxE5D-VFVhiHnjbbPxmIML-0ApnFqeu5iJOuQawBSo6Vt2qnL3s13lxcJWv4Zutt24zqlqkPVmRL3i0MZFSlJ8HjA55EbOr7MauMkUyeDOK5pc6unLoejZRGSh9Ip5WZyRuJ04MdocTr3XQzeUseHAqJkeblLIKBQ8o_kC6QLpZKAyULIS3Vqc0fElHa2djWgDGbYyDmHiATqvqaEq2ty4VgxbAhhInyp86o-Zk6zYX4E2dQrfFQWTkisGmeKyL_r5VKxeXD17AhlVtavPpV9ceW63MfWf9EpO5W0cfvDuYo-B5idmE5xAN2n34stcZ0urI8l4oQ4nEebvbbNfT2PorRPqPeDAhCcPYoDTnUL6_hJQTtUlY0kmq0jxIsZZJqKHZQlKV-SYuMRYq6l-6lUL68frVwGm4h5vZsxQSfq0Rj-nGiH63CvuhbY6alC6kwevEDA1n4UEVMTwNL7GMK22nd0emYs5_zMu6uWvpWHzC6WQNRp0JoR3asTbn3XRs5ky_t6edLaYX7267-cZKzYcpujb10GfFVc0lB7P7Ogt3ezWginXRf_Q1NHQQBN-SgLe3u0vZrOZyosbwwtg6IWru_fY9dwdu7la/4uu/aqFIdS2sS-C1FhAoKwNKUg/h36/h001.4PoXcLlzBAxrHgCvqoLM9eUpRb0XsdHXHASexvkoS9Y"><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_s6AftXBC3OfCry1RhD1b0xZS9eRnfMOH8OYzR0I4SVrVydCTb48_4UcHMh4EWcT3WfVwa9RXx2baulWQCX2vwzd2sJFlfy1pbAp0Z4ewp12J8lTs6lSUtNbd7FT58qPQMoVxbynPgEk4OvSyaOdcCRRRfxdHhu3RHnBa7t8NbpMk-25cD6jBoAVWjkhNjdL__-7P4Z9U5hs29a5UFmEMP3miez7HCjGZH_0L6eh1oqM1KsaOtJU2RX5H4QPrUs1zXjAipr_s9vL_RpKkxUAAH2PHnD5w7qJlUfcs8mLnkQ6s4o2LF4FuR8kKndIqBRdXviI-gZBCeLRt4h_43gJps8Orq-NL7shAUD-8zy58H4BpBij2JbkosxHpjALvEoDCIBM5ihWXwBbDyYUBhKSUCYv_CdparPRC4zQYuYtq3Fl3aqJYjMSzmV1eZql4Xzq41kmFQ1kRvyDIqM5FkyLQH2Zwvhy6Aka6SjcssvYbJQyMQ5bcWBgBEQ-sWFFsLcz_BgBnoxVjHNfZtG3PZsSY5iUJrN5Mb7-Ue9LPd_1GxQ3LeihNj5kdVbZ2AxZ0pa5uRxwjEKAD0P9BP_fA7UmN7tQLHR7EyyyrqkAtGnjWHzuM-5IKihxwrjtxQeiLaMY7QzHt_7892mYMyW3T7peOofzkK7ucJyxT3-R6z4RmtXok5Q99n7fXe4GiIkuw9_QVYGcv7Bqb17D_hcyaIxJvkNLiSrQYIr7ecCzv_F-6u9-5NCjNBBzJ0lerz_VgcHoBk3yOOjAGsF1VoJGWleVlQz7E94RTQduKs03Nh4yFaLJOvq7UFhdvqhO4otVaguAY7OPR0DQWUyF-DYkE1jppEv6CzhJYNcGpJG7vwPd8zNBb3bqG_O4hcjLklA0B2V8mz9GSxn0lcHRSoZSY7wp9PIc3iNRkvm-rdLW5oKP/4uu/aqFIdS2sS-C1FhAoKwNKUg/h37/h001.zJa_H3fnk7GWF2cwknc5HODgk09GArYj4TQnvadCWyI"><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><td width="8" style="line-height:1px;font-size:1px;width:8px;"> </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-nulJW0kh_6MmN2phIlAgv7vb3El173kPpndLqESCl-Vo02-nQysQpULyHOigN5Ge1RXarrT8fNzlvmOb9tTuAVcEr2wKr7yW21j1G0ZK4-dql-8piDtwgBYdgs0HuUzvJvx6HshFpdq2aYGK7b1XBzzPUcKzsM0U55hm8M30V9hZSA4qRFzPqzy_DOrmMamly9sbXOVVttAO-TZK1YiXgM1tdUYYIVd5BJUaxr_dwk9-JV5pMXNiROatwo8bjVeT3fmVB74PGGpbMfwccwDvTGEXjjA4PMjW3g1cV6uh1O4d0Bf5Dr1XNDEgMMklYUfG1X2B8zHLRvg4mvCvCSJC4B1Tlz0RfwyE1_Kk65vYcrlINcMheQxIoBrrSC8ac0-eirhVgJWv5Q1fHBBSJXcQ20PJvOPTaIoMOkdBm1MuEFUwqceDfE0VFI1dfkdzt9pcacAlihS7uExGgEuxISikJ3ZJWI-13e0c7L4W_REKWTLOSKHuqw1VVevc21n-6GHMTfkuGOruDnCcEfoC5yVPLlWkoKy8BEUaJ-FV1FZqsBj1yx1nwNSkCCMfCbEUBttWYsQM-mN4uQo5cqh1sFJh8XSF76rdyByoqoPDgQ4t1pETw6k8y5hvIEWYMMR_nrVtkgj83XEcDbJ_n6Cav7_1knyaDu7Ma-gpn83jrJFKjLWrIMOnpIWGbowWiJNRYmRInnAMZowHsDIpmMinVYr7MJrS3Jj5FwGM0rM1kCQehxUK1nCyax4zVSx-lx-RO5KYKblB_0TIUY2GUNTBJWWrjh4BmGGd5uU_1sGYN2BPS-_n8E-Dd0APHdxcK2rpyJlA6T44GsgSTSTVrRtszl5ChRY2N5Zt22YPvzrsUcg3lXGonrpX5agH95KdhQ44e5D32mteJjruYhzPFua9fsb6Vd0vjd91MmFu4YaAyIgQ8yYurcwo7wboKGAsoMNJBaMl5cG/4uu/aqFIdS2sS-C1FhAoKwNKUg/h38/h001.1OZIhcLWGAawPdylxhZiP3QMPd6WgVzf4jf3ic4nUag" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2026 The Code </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;line-height:1px;font-size:1px;mso-line-height-rule:exactly;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4uu/aqFIdS2sS-C1FhAoKwNKUg/h39/h001.j4CwGHQmmYc4clzrLdsiCrldbWpTLTGFbd8ugyMIOVI' style="color: #030712 !important; 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Follow image link: (https://ref.wisprflow.ai/thecode-oct13)
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**Welcome back.** Meta just made its boldest claim yet in the AI coding race. The company said its new model beats Opus 5.5 on long-horizon coding tasks. But if you’re planning to build on it, there’s a catch. Meanwhile, a much smaller lab claimed it built a better Jev with a 12x larger context window.
**Also: **How to stop AI slop in your agents’ PRs, which effort level a Claude Code engineer uses for 80% of his coding, and why Zoho’s co-founder just froze raises.
--------------------
### **Today’s Brief**
* How to keep learning in the age of LLMs
* A Grok bot built its own Vision Pro app
* How to build production agents (by Oracle engineer)
* How to build a Slack bot with OpenAI API (cookbook)
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://archive.codenewsletter.ai/2109689305073614918)
Caption: Click here to watch how Muse Wonder works.
--------------------
**Meta unveils its first frontier model to rival Claude and ChatGPT:** The social media giant just dropped its [**Muse Wonder series**](https://research.meta.ai/blog/muse-wonder), rolling out two models: Muse Wonder and Muse Wonder Full. Both are designed for long-running agents that maintain context and pivot to new approaches when they get stuck. Meta claims that Muse Wonder Full outperforms Opus 5.5 on long-horizon coding tasks. That said, it’s locked behind a subscription, and early testers [report](https://archive.codenewsletter.ai/2109784568672985520) that the API-accessible Muse Wonder is noticeably weaker.
**This AI lab takes on Jev with 12x more context for enterprise agents:** Subquadratic just rolled out [SubQ Snap](https://subq.ai/introducing-subq-snap). It’s a decision model built for quick calls enterprise agents handle on every turn, like picking the right tool or verifying if a test passed. Subquadratic claims Snap supports up to 384K tokens, which is 12 times more than rival Jev. It also outperforms Jev on 13 out of 16 enterprise benchmarks. At $0.05 per million input tokens, it is priced to run continuously. [**Try it here.**](https://subq.ai/)
**Anthropic warns AI models could soon self-replicate without access to data centers:** The AI lab’s new report [tested](https://www.anthropic.com/research/self-replicating-ai#:~:text=haven%E2%80%99t%20tested%20this.-,F.%20Blue%2Dteam%20mitigations,-As%20with%20an) whether AI models could locate poorly secured internet‑connected devices, such as off‑brand Android TV boxes and smart ovens. The models then tried to copy themselves and continue spreading without human help. Models with fewer than 30B parameters completed individual steps, but they struggled with the full run. After removing specific security barriers, GLM‑5.2 and larger models replicated the process end to end. Because there is no central kill switch, Anthropic recommends securing devices immediately. [See how to secure.](https://www.anthropic.com/research/self-replicating-ai#:~:text=haven%E2%80%99t%20tested%20this.-,F.%20Blue%2Dteam%20mitigations,-As%20with%20an)
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##### **PRESENTED BY WISPR**
## [**Your agent is only as good as your prompt.**](https://ref.wisprflow.ai/thecode-oct13)
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Follow image link: (https://ref.wisprflow.ai/thecode-oct13)
Caption:
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Claude Code, Cursor, Codex. The output ceiling is insane. But "fix the bug" gets you slop. Detailed context gets you shipping code.
The problem: typing out file references, edge cases, and architecture context 40 times a day is exhausting. So you cut corners. Your agent gets lazy input.
[**Wispr Flow**](https://ref.wisprflow.ai/thecode-oct13) lets you speak full prompts with syntax-aware dictation. camelCase, snake_case, file names all preserved. Auto-tags files in Cursor and Windsurf.
[**Used by engineers at OpenAI, Vercel, and Clay.**](https://ref.wisprflow.ai/thecode-oct13) Works on Mac, Windows, iPhone, and Android.
Better prompts in. Better code out. [**Try Free**](https://ref.wisprflow.ai/thecode-oct13)
----------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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##### **INSIGHT**
## **How to keep learning in the age of LLMs**
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Caption: Source: The Code, Superhuman
--------------------
**Faster code, less learning.** AI coding tools have made developers faster, but many are learning less. When an LLM solves almost any problem on the first try, developers skip the friction that actually builds skill: making mistakes, figuring out why, and remembering how to fix them. Software engineer Oğuzhan Olguncu [noticed this](https://ogzhanolguncu.com/blog/how-to-keep-learning-in-the-age-of-llms/) in his own work. He stopped working through hard problems because the effort felt pointless, and his growth stalled.
**Turning the LLM into a mentor.** To break through that plateau, Olguncu changed how he used the LLM. He rebuilt a small database from a research paper, writing the core logic himself. Whenever he got stuck, the model acted like a mentor, prompting him with questions that pointed toward the bug so he could solve it on his own.
**His rules for learning with AI.** That project shaped the rules he now follows:
* Use the LLM as a mentor that asks questions, and write the important code by hand.
* Give the LLM the routine work, such as tests and tooling.
* Plan each project with the LLM before starting, so progress depends less on willpower.
* Make progress visible with a simple chart or tool.
* Work in short, regular sessions. Thirty minutes a day beats two hard days followed by ten days off.
* Pick topics slightly beyond current skill, and ask the LLM to explain again as often as needed.
**The same rules work for teams.** An engineering team can move fast with AI while still protecting the deep thinking that turns junior developers into senior engineers. Olguncu shared [his skill](https://gist.github.com/ogzhanolguncu/274e9974dc02942109ad70200f6d7b25) on GitHub and encourages others to adapt it to their own learning styles.
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##### **PRESENTED BY TIGERDATA**
## **[Postgres for time-series workloads at any scale.](https://www.tigerdata.com/go/trial?utm_source=content-syndication&utm_medium=referral&utm_campaign=the-code-primary)**
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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/242df3dc-ed4b-4171-aacd-1967c15e139d/Production-ready_Postgres_The_Code_1920x1080_-_Mandy_Hanson__3_.jpg?t=1791835259)
Follow image link: (https://www.tigerdata.com/go/trial?utm_source=content-syndication&utm_medium=referral&utm_campaign=the-code-primary)
Caption:
--------------------
**[Growing Postgres databases](https://www.tigerdata.com/go/trial?utm_source=content-syndication&utm_medium=referral&utm_campaign=the-code-primary)** eventually hit a wall: queries slow, dashboards lag, and adding another database starts to feel inevitable.
Tiger Data keeps Postgres fast as your data grows with **[time-series primitives](https://www.tigerdata.com/go/trial?utm_source=content-syndication&utm_medium=referral&utm_campaign=the-code-primary)**, columnar storage, and automatic partitioning. Same SQL and tooling. No pipelines or second system.
Just Postgres, built to scale with your workload.
**[Start building for free today. No credit card needed.](https://www.tigerdata.com/go/trial?utm_source=content-syndication&utm_medium=referral&utm_campaign=the-code-primary)**
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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* **Slop Stopper:** A SpaceXAI engineer says too many developers act like helpless bystanders to AI slop. She shared [two fixes](https://archive.codenewsletter.ai/2109699980248408574) that let agents ship high-quality PRs with little context (6K interactions).
* **Grim Outlook:** Zoho’s co-founder just told employees there will be no pay raises this year. His reason, and his [warning for software jobs](https://archive.codenewsletter.ai/2109770209703920008), is going viral (1.2M views).
* **Bot Builds Bot:** Grok’s frontend lead asked a Grok bot to build itself an Apple Vision Pro app. Now he has [talking bots](https://archive.codenewsletter.ai/2109406594241060901) placed around his apartment (1M views).
* **Cold Chain Attack:** A cyberattack on refrigeration controllers just emptied shelves across hundreds of French supermarkets. It even reportedly [sparked fires](https://archive.codenewsletter.ai/2109630910039756848), a scary reminder of how exposed IoT systems are.
* **Effort Levels:** Claude has five effort levels, but a member of Anthropic’s Claude Code team uses just one for 80% of his coding. Here’s a [**visual guide**](https://archive.codenewsletter.ai/2109671905733341559) to picking yours (2.7K likes).
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Caption:
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##### **TOP & TRENDING RESOURCES**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7f817a17-ed27-4c13-8937-c526b7c479b8/Thumbnail__19_.jpg?t=1791877961)
Follow image link: (https://www.youtube.com/watch?v=9tinC8jG7FM)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**A former Oracle engineer’s workflow for building production agents:**](https://www.youtube.com/watch?v=9tinC8jG7FM) This tutorial by a former Oracle engineering leader teaches how to build a full-stack apps using modern web technologies. You’ll learn to set up the backend database, connect it with a responsive frontend, and deploy the complete project efficiently.
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### **Top Repo**
[**Context Mode (26.7k ⭐):**](https://github.com/mksglu/context-mode) This repo offers an MCP server that prevents AI coding agents from overloading their context windows. It reduces raw tool output by 98% through sandboxing, stores session history in SQLite after compaction, and routes tool calls across 17 platforms.
———————————————————————————
### **Trending Cookbook**
[**How to build a Slack bot with the Agents API (by OpenAI):**](https://developers.openai.com/cookbook/examples/agents_api/apps/slack_bot/readme) You’ll learn how to build a Slack bot that handles multi-turn coding investigations directly in your team's discussions. This guide shows developers how to map Slack threads to OpenAI Agents API sessions and Docker sandboxes for secure, isolated code execution.
----------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 find what’s filling up Claude Code’s context**
Claude Code's context window fills up fast and running “/context” gives you just a snapshot. That makes it tough to tell which turn burned through your tokens. To fix this, an engineer [**built a mod**](https://archive.codenewsletter.ai/2109822699174559748) that breaks down each request into inputs and outputs.
* **Step 1:** Mods need Claude Code v2.1.287 or later.
```
claude --version
```
* **Step 2:** Install the mod from your project folder using the terminal.
```
npx claude-code-templates@latest --mod ui/turn-inspector
```
If a session is already open, run /reload-plugins to load it.
* **Step 3:** Open the inspector.
```
/turns
```
Each request appears as a row with a bar that indicates how much of the window it occupies. Expand a row to view its input and output sections block by block, from the system prompt to each tool result, making it easy to identify the call that filled your context.
**P.S.** Get 50+ AI coding hacks for Claude Code, Cursor, and Codex **[here](https://hackbook-chi.vercel.app)**.
----------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 CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
Andrej Karpathy claims only about 5,000 people know what frontier AI actually looks like. His [full post](https://archive.codenewsletter.ai/2109361546505966046) reveals what’s really happening inside AI labs.
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 350K+ engineers and 150K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
———————————————————————————
### **Whenever you're ready to dive deeper**
We put together a few guides on coding agents, agentic engineering, and leadership frameworks to help you level up in your career. **[Browse all our guides.](https://codenewsletter.ai/guides)**
———————————————————————————
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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