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From: newsletters@...
To: [email protected]
Date: Wed, 12 Aug 2026 06:05:16 GMT
Subject: OpenAI’s power move on Claude Cowork
To: [email protected]
Date: Wed, 12 Aug 2026 06:05:16 GMT
Subject: OpenAI’s power move on Claude Cowork
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<div id="preview_text" style="display:none;font-size:1px;color:#f2f2f2;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">Plus: Nvidia launches a smaller, faster Nemotron model and a router to put it to work ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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<td align="left" class="text-align:left;"><span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; color:#48607a">August 12, 2026</span></td>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3qgz0W6N1vHY6lZ3kxW47mY4y8qyd3TN23-B4H9WzWbW5GlLHF6w05sfW5tv2-01zTTDwW79c4mZ3mbyjbW3-H0VP7gfDhzW3K-GGm5y7dmyW4-VnSk72mvhXW7Jh0tB6Y6mg4V1Ydb-6jpLh7F7fKvM_LX2BW406pHs22v0G1W6gT7fj6Rk536W4sJ8mx599wltW4C06vv8VW9zHN3jCtmLVm_3fN40qJnRDJNzwW849Jmw5ChJ33W5Nm-Z27Bl5VnW2Gnv7k2ksR7tW3fM69d4XMn5dW5b8nqd3y5HT2f1pHP2x04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+vNMMvGK">
<span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a">Together with </span><img height="24" src="https://cdn.thenewstack.io/media/2025/11/b4e84526-bit-cloud-wordmark-black-transparent-1.png" style="display: inline-block; vertical-align: middle; height: 24px;">
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<style data-hse-inline-css="true" data-hse-element-inlined="true"> /* TOC Description WYSIWYG */ .toc-desc p, .toc-desc li, .toc-desc a { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .toc-desc a { color: #1a6fa8; text-decoration: none; } .toc-desc ul { padding-left: 25px; } .toc-desc li { margin-bottom: 8px; } .toc-desc ul { margin-bottom: 8px; } </style> <table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding:28px 28px;"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; color:#142640">OpenAI is coming for Claude Cowork</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">On Tuesday, OpenAI launched its ChatGPT desktop for Linux. Now in preview, the app, which combines ChatGPT, ChatGPT Work, and Codex, will run on Ubuntu 24.04 and 26.04 LTS, Debian 13, and Fedora 43 and 44, with native .deb and .rpm packages for both the x64 and ARM64 architectures.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">The <a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3kJN5zy6pP83MGmW6FVq138NWF81W8mssjZ4BCGyZW4WLPRL9gfxqBW2BP9F6865fwrW15blTn28fMZ6Vfp-C964GcBmN1nC5KFqCymXW18d4Sc6V493XW8DwBsY16W0TtN2Lf3k2TyPY_W6pVjt012605pW8W46vF6DN9KzW74z0_J8l0mS-VfWJXN1twWhwW3V_Cmz7FVnJJW1KXvQg1MzLyNW2rNYXD5061wlW3d01m48VDsk3VXMPKw8R3ZWHW4xSsL32MY2CwN7_TYGkTTfTxW8nGkBn8tHbqHW8btKT894-pyMW7d7yzV1cT-pkW4FX14B3Bk0svd2jbGq04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="jXgQMZ+R" target="_blank">ChatGPT desktop for Mac and Windows</a> launched in July when OpenAI introduced ChatGPT Work.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">“Linux has been one of the most-requested platforms for the desktop app, and this launch extends ChatGPT and Codex across every major desktop operating system,” an OpenAI spokesperson tells <em>The New Stack</em>.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><b>Go deeper: </b></span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3phN4gstQHJdk5yW1Q9y-392Rg8MW1Z_lLc8jCDC-W6c74HG4S8QFhW3653Gx5cP6HvV46rT01pTjSlW7VGbHP1Hs8-jW4y73__6DDXFHW1Rvr7F2Gnjt6W77Gfwn3CQXhrW2Sv3jj5zLMBKW5D2z3C2DjsswW5KRmSy4YgKDCW19MzPk7nzVD-W5MqJLs3jC9dXW50CGK75wX8T6W1pFFnL4FV1jFVMkMv75n9SGRN3prd2f8G27TW7MNSHl1j-HG9W3gx6y_3pkNRkW8LPLyl564hzlVHYxF58ykKx_W1mBdnk2PsKCZVksGs41wC7nBN2N241DSDD5Gf2-KxcT04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="K3jcGRis" target="_blank">OpenAI’s ChatGPT/Codex desktop app is now on Linux</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><i>More fresh reads from TNS:</i><i></i></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹</span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3nvW2258V92PJhR5W684dC32YPcSbW74_Xn61pdHCDW5ZjKTr7c5pCLW3QqCGS5hDWj_W2SFkZb5GqLfSW85CcNr7Gjw_0W8wp9dS89pT6dW4y-hFw3S9d8gW7rMjQh45FNXCW675kNB4vHcRxW4d47_458Y-qlW7GfZgs6J77drW3TmBwY3gmyh7N3FwZ8CbmtKRW3cPZVT5cpMW4N6BRSnCvFGCYW8c_hCT14tKWZW53T_s35sjkMlW44qcFC12fL7fW2r_Fc68gwvtjVXkDVG1jLTf0W8wgHGm2m2yt3W1Jxnfy3g0djCW1YwgLS6GbmlJW97LD9X59WqQ-dmCKxj04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="HS2v0UxI" target="_blank">OpenAI built a model it doesn’t want most people to use</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹</span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3qgz0W8wLKSR6lZ3npW4LVsv26sqk-LW1wQzDP4b4dK8W1jxXqR1Fd1ptW40NNJg2SYsW_W7ywWMR675vdKVTHNy47QjGppW3xnWwX4JcHp9W8Sn52v71DcsRW3Ws3sK7PQ5tFW7_bF3l7ZxFc9W5y1qj3614V7lW5jTM5Y7Bz3gMV1KND63M23GtW6YL49M3gjfybW5Vl4rx7HYK70VN0LDS1yFMCWN7DMQrCBDfD3W59HCkB56vRTYW7FYdkf5grV7tW6kVhRv1mjLGXVNxgsp8nNy5tW5BCGcf5tZ4ygW7-y94z4QH0c3W7M_fmS5w-xVFW4cRgj75FWlZbW5-SWS21lgFxCW408H-K4DWz5fW8bssxx7yxR6zf3tjwbM04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="lh+wsj1p" target="_blank">Databricks acquires Electric to give every AI agent its own Postgres database</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹</span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3n_W7fw8sw3fH4KgW5vBPk-4N-sn9N7V-WRy7p2nxVYCQCt7QB_2hW4Y-vmg5GLkWFW1_z30q7W4MBrW1BFBtP7Q_YtZVynMnc4fKVfWW2zr01S2-h18wW2N_mrW8gbPjLW8Jf5FD68sFDqN4TV5wDVFrbRW6lqY0z4jkH5CW51J8rz5tlJnTW5Tzr0Y41T7rdW85CHGv4733zYW5JgRRn5-tP9FW67mWpY8PCs5LW2YMH6X8q2c43W8VjL3m47cSJXW2rXn8963XQmDW2mg0HH1GhJR0N1kG3Vcdn8lJW1VZ-R07PD64nW4BX1b31LL4yzW1WN7Ps5Q27F8f1-D5_K04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Cksd3PSq" target="_blank">Every software company will become a dev tools company</a></p> </div> <div> <table> <tbody><tr> <td class="author-img" valign="middle" style="width: 48px; height: 48px;"> <img src="https://thenewstack.io/wp-content/uploads/2026/06/c176528b-cropped-54a705ce-amandacaswellheadshot_4-600x600.jpeg" width="48" height="48" style="width:48px;height:48px;border-radius:50%;"> </td> <td class="author-name" valign="middle" style="vertical-align: middle; padding-left:12px;"> <span class="font--default" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:13px">by </span> <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3pcW5fJz2-8dQDwNW8T6Cc71fbMRfN7cVB76yrC9TW2N2XBs1V3FKmW8L7prj1T7MlvW6Wb87F5qfR7BW8Nj9T74dbgxxW9l5ZTR8V0knfW4NS8Mp88zng0W1MYK6F1p3d1gN801MPpP3mFBW6dM7c41PFZcjW35hFzR6Kv0fgW5MlN-h5FSfRYW915QGj1srsKJW1Rszqn8W6_tPW32vZXn6ZjDfzW5SKwlj22XwgmW1KZrsC56_yzBW3Pq4fJ7CFm99W6VfPhc7R_KzfW797T7G5lR0dhW2kjvNB7F1F_zW1g2tgn5lTtRrN4wXzW23Bk-dW8NHLky84Z3lQf6qkQg804" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:13px" data-hs-link-id="0" data-hs-link-id-v2="Tvw/EZk7" target="_blank">Amanda Caswell</a> </td> </tr> </tbody></table> </div> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .sponsor-desc p, .sponsor-desc li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .sponsor-desc ul { padding-left: 25px; } .sponsor-desc li { margin-bottom: 8px; } .sponsor-desc ul { margin-bottom: 8px; } </style> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmC3hCZYW95jsWP6lZ3pCVzZ-_G3xGtwRW32j_J_1sT72cW3SwvWD4pz3ZWW6Dgp5X7h72P5W188GLZ3lrhymN3Cb0DPm2tCYW8_RRLw73CbKpW5Y6ykg4hCRZlW3q5jvY35hRRxW1yWk8q6gsT21W7HHYpT4-g37KW5Wc99b72KNTfW7HVgmt6rR-T9W6pVR594tfWZjW7JmTn96jn675W7YqgM17H9tnkW4P-vdt4Fbrc7W3-NNWP2VHVH4W7ckGnR7rlQ6SW2HP3h25gn8bBV29KgL9j0b_yW7nDzXt5H4kQxW8L0xmT2N4nD8W2gGCw_6cZz5HMc6cVTkB1t2W4x74MV36cfxYW7ckk4W7snc_jW15XpsN978gmdW7lj9nv1YjT3PVwP4cQ8XhKjJf8nh56C04" style="color:#1a6fa8; 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Join us for:</p> <ul style="padding-left:25px; margin-bottom:8px"> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">A special welcome reception just for attendees.</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">On-the-ground coverage of the biggest show moments.</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Live interviews filmed right from our booth.</li> </ul> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><strong>Use code thenewstack_community to save 10% on your registration.</strong></p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmC3hCZYW95jsWP6lZ3n0W1GXQtz47H5X0W6dD_Rc2zy0NLW2p0xzR14k0zCW4XVnxC8fwLwyW1Cmfyf3s_0P7W4TDWdj24lK5JW92mgkx3HCnHQW5LB3Nq5kh_RnW1Pj6dQ4Y7jxlMjjFLdHZvQ0W83fp5p6FjlT6W3dnPJm8t13ydW3yzF2v7s_vfQW6YkKr84ZBj9gW80jRLt5Pg2x-TQC3x6MmQ7ZN3x9t6vFsDYjW2Y9XF42K6mHcW1vdrKK8y8hRpW4YZZ0f6-b9wkW8TVHXY7j9ln8W24bkS52KCthfW9fpbSr3Wpb5bW6htLCt3J1HY7W9d1L2_7Fctw-W6lk3PK2HTdqJN3FVBpdj7fwgW3FSWyG6rKdbQW81llWD3QP6LzW4LCZ_f934yYFf4k-cnd04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; 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letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">TOP OF THE STACK</h3> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0 0 8px 0; font-size:20px; font-weight:700; color:#142640; line-height:1.5">Nvidia launches a smaller, faster Nemotron model and a router to put it to work</h2> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:12px; margin-bottom:15px">by <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3kyW1ZtxYg493Vl9W2nv01x8DhZtxW252WTK7g3KPDVkJXNc8_kCyLVzY-3J4CySmWVTn-jF8CfN79W7qZkJ57-gM-jW8rhZ3g8QVSxjW4zsXTL22__JkW97V-_f3f9hvDW4BpJFt1Pk111W998fGz31GCmPW5NG2LC39cw3fW8YmCCG7PxrGPMx_j4rz6FxbW4_xCLx3VwrD6W1tlX-Q4x79j9W38VW1F86CVfLW8jnmqZ8tcplcW6Fsl0y1HXpjcN8svWyqNWKc0W1JsMFb975vRQN6NkXgxTB7rtW6B1r7m8W3GjYN5GSYnQ-RQTYW1Cxx7b8pGncSf96c85b04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ" target="_blank">Frederic Lardinois</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3qgz0W8wLKSR6lZ3pfW90YmDb51nVk5W81FjkS8V_hrqW5-2BtM2r-06sW17Skfv7K0CjdW6qyYnf498w-CW67D-BH2KQq_7W2C22xT5HFdH4W252zND7_HfRsW2TYMjX1blFR9W5qnhV75HYvf6W46slVH6kYsqXN2Tl2Pvm675bW2Rv_1z3_YNXSW5q_nD-7GM04JW7ywqQT5Jp4qyN2cP9Bv4yk8HW5hTcPj6y6B3ZW3DJpS12sLj59W4s00_P8X6T3dW4_kmy547Qvw_W2zV3Wp34k8rdN3HT_mbTTHBwVzZ0-P4DLqbZW3vWTny3q9C0DW5Cg1fC531WJnW4TcT8K717qMYW4X3gvb4Syh7FW7nLNy-4MXJf-f4XtN0n04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="0" data-hs-link-id-v2="Yg/k16h/" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/08/9d824325-img_3505-1024x768.jpg" width="524" alt="Featured image for: Nvidia launches a smaller, faster Nemotron model and a router to put it to work" style="display: block;width: 100%;height: auto;border: 0;"> </a> <div class="story-excerpt" style="font-size: 15px;color: #48607a;margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Nvidia's new 30B open model is built for speed and post-training, while NeMo Switchyard routes AI agent workloads to the right model at each step. </p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Nvidia on Tuesday launched Nemotron 3.5 Lightning, the newest member of its Nemotron 3 family of open models. In addition, the company also launched NeMo Switchyard, a new open-source library that can power model routers. Nemotron 3.5 Lightning is a 30-billion-parameter mixture-of-experts model that was developed with contributions... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3qgz0W8wLKSR6lZ3n6W1RwCyn2w_lkJW2ycLhh2BKxmdW63XbDw31G-xJW7nLkVs8tBQqkW3wRML13PvsC8W6RZGBQ5ZffF2MbKGggLY-SMW58PQt13YbplKW2QJHgp2m2cY1W1Nrskm4SfxhvW6t8S502-6XZGW7pDPV562hKzVN3qXWM7nhfnbW6YvPrc6_FhGBW8rTPTl9lFJwzW2d9Brr88mmddN3dlhkzTVl3KW1mc25y37H30HN2MRkgHz1c5FW5ghGW691txymW6p77yn1pKFt5W7b0b0x1PKVz0W6vcCN63Hg3RPN4kZnwck4MvhW5gGXQD5k_J9zVlxNmv3WmjQdW4rMzTz6Sj8F3W5PNk3G89LPF1f3D4qZq04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="1" data-hs-link-id-v2="JcbQXQ5G" target="_blank">Read more</a> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .digest .item-label--1 td { background: #00aff4; } .digest .item-label--2 td { background: #3a8fdc; } .digest .item-label--3 td { background: #9850c0; } .digest .item-label--4 td { background: #c43aaa; } .digest .item-label--5 td { background: #ff3287; } </style> <table class="digest content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <table class="digest__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">WHAT ELSE IS NEW?</h2> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">BUILD</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3njVBmxMx97FRpwN6gFcG0HcwvNW1y0PPm3CGcJrW8WBbqc7sMfsMW3jD0NV4-3LcyW7lS4J43JQQDtN27pl7GxTHh5W4GF6Gz6td6NVW3STVq08D5kKgN7Z9kwB_N1lRW7qB21755jdDNW1y3j5331x03yN7XQh5nX3yzpW5jGbZX4jdxrwW6MRMby6Vg4njW3k3YfD14nvl7V87FcS6lcMDHN2N8qRjBnLlvN4q4pHQHLDW_W3vzS9T7FSlPJW4WYFHQ214PmhW4nX7R4442t2PVHVPGF7ngv1lW11wHp991RGBKVDkcFM7q_1H9W82q0l53W2rk-f3_lcSq04" data-hs-link-id="0" data-hs-link-id-v2="M1ZUEY6o" target="_blank">Why CPUs still matter in the age of AI agents</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3m7W12BwmJ8JMWMSW2gVcwk22pPcjW6lDp1224L_jyW2gKWJz3ZTgR9W3rdByH7Vb5_GN6Vfh6JRsYPCW252qPt89fQwdW69yh0y3VFhc4W2GBc6X5jVBkLVwpr9T1jLg1zW9fnMxW3JpSwqVM93WT61MdcJW7MGYdy5g4xGjW82D4qp1Jdkd3W4nbbq964x0xSW3SFw_F3Zd-Y1W5bT17t14lYQ_W8pVfQX150JWgW1r6NBq9jFh5hW2HW3YT4rRG13W68BLnp8Y80RFW40zWZq41LsZPW3v0slh1N-0kSW7b5yT86xT2Z7W8Gm4j48NcW_mW8S99Pv3pT0FSd2v6xW04" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3" target="_blank"> Frederic Lardinois </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">FLASH</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3mhVrP6j16mnNLNW8MQ7vX68n9RSW49MXH370wDHcW7hKn0B232q_wT-dMC97bgtRW1HGlJr3wtR8kW1B-Nxb5btK79W396D6l3SHJd_W1y9Fyf5FF3MyW6x9Skl3SNtwPW4B6ZTJ32xghCW3Vb5dj6ckmcMW1vPFc-94yfY1W3pmdjS6qB2f8W7TsnMM5Ks3d_W2_SWPB18d2f8N3ppkvxjRVYmW8xSQw25MgsdCW80YhC25Ff8b1W3Bl-1S19FSkNW6D14Cl1KyMjSW1xPgpm5k9RxVW6zX-nK3mNyQRW2FGrGP8bN7BCVcVtB-6fRH4XW3cm7wp6s4G2Jf6Y8sGz04" data-hs-link-id="0" data-hs-link-id-v2="+ybdn2TI" target="_blank">How I learned to stop worrying and love hyperscaler capex</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3mwW7SLf0G6vlL7zW4lKF7H4J4QVnW7MCBvl2QrcplW1HtMmw4Z9N5JVB0qvx1GHG64W2vcYwp7kpQPvW5Ngn5L8tkWFSW7H8k9b4b-8byW5C6bQg4KGJ80N7kY10R4SqmJW9jwpnQ4jwPYnW5knHZD5DQplHN2nxVqwPj3jpW2jKjsf81NdH5W34tpBs8XJpSJW8j2YfJ80ht7ZN8RwdPtB1D74W3NSrC775Kwm-W6P0SkY7kJ0zHW7sVcjJ51-Z8zW5XMZbV4F_P83W8wN1nZ7YRr6dW4XqKf735ngddW4MVFRj4P2Zr7W5qR2mQ16t4N1W9drHx45l_Hmhf4k27cY04" data-hs-link-id="0" data-hs-link-id-v2="ODKWwpE1" target="_blank"> Alex Wilhelm </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TAKES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Models</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3kCW7sdW4S4J47VDW7M62vw6NjD9QW3ZNq6P3Bv7LrVld4ZW7cRjkpV6bl7n1RgWnSW76N5N923bs0ZW54mdXr2yD3ZdW1JpC5g7wbwlWVphCXX2xhXtrW61tW0S80lT5VW97Sqqz4HqzvPW2wMqDK2cRrBpW1zgx1R9fCBv5W71yrPR6mNxpcW7db24_807vklW8cXBC721zTvhW7f-Wfw2PHX0fW7mHQRv3fK9C_N7nB-2Cq_fFQW9gS4LR2JYvZqN39cPk1g3djrW4zTrdG6wttR2N1SD4lPF-SkgW8GM9FW6z6yNKVXRnTK86tP6FW2Gzl867JsTGMf4Z3XTW04" data-hs-link-id="0" data-hs-link-id-v2="axirEy4F" target="_blank">Anthropic's watermark survives copy-paste, but not the real dev workflow</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3kXW70jm195P_4tjW68C_qs3PnV0LW4Kb2zs3TMyx0W35wcZr5QV6yjW7ldrmk2F5j6YW3ZJHn_2Z3XkQW54xkXP5qRRbgW3kN32165Nh7-W2Rw4713nJbhqW3NhZF34nhvPfW40swMH4gc964W32v8Cd1C-54gW8gpJpG25VqkxW6fYDW4506ybHW3-466N1CZjT_W45wddY92z-jSW898qnR1mK2k5N8nHkG9pbwPcW6J3wbq5xjBq7W5J7fck2XdWftW26_Ygn93Zm_MW1PYpfx8jpLznW3PXMnd35h_TPW1BLXyz9bkrSxW7_bHhw85DShQW6bmT4w3kqBwKf7s61Jz04" data-hs-link-id="1" data-hs-link-id-v2="95gbxGH5" target="_blank"> Amanda Caswell </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--4" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#c43aaa; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">BUILD</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3qgz0W8wLKSR6lZ3kNW1k3P1w7Fc-vcW19wYnG3f1nSnW1Mk3yT8nFbSQW72bR0b1SCB8zW3jbnVb2GGb7yW6MKLFn2x-fGnW7g8YFc2R5CHnW93Fmq26jXD6yW5YYPLD3frc8HN4lmfRp-MYLCW78nv2j3J8Q-mW5N88xq4ThptYW4GxGGp1WxLsSW3VS_7k3kRdQFW26j3r_1X7-dpW2-jQs18xwHzZW3VD1xW7Ny2t9W81fQB87MpZ0HW8HB25B8mhhtHVJSgnd5C2D99W4XCGVS4WnpKgW3wQxVP8l4jf_W1mcVfs6Sd6bqW5PdF_H6LYm4KW39C8P_2WPzzHW7X0vZg4G3mG7W8ptqx16wTp58W2V6CHR8gB6cSf4dSQwb04" data-hs-link-id="0" data-hs-link-id-v2="Xod0YH3M" target="_blank">Why CPUs still matter in the age of AI agents</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3q2W6nBYr592QnfVVjvPj76mMv7fW7JJf9P7jr-vwW7qlF372qbh2xW7TwRkN3fhhdYW6KnYrY1DnLhgW8xmvwq7Mts3bW7bnLVB1Mlr86W9hKXT86hKDJsW5kSyn_233mhLW2WGMBS4yXW1wN50_PnZ2f8SpW7B8Hvm3vNy7QW3-cF-g3B7RcnW5zNGSG1Gdyk2VLtSHs30gqFTW91LcNX3v5PB_W1rBdNg5Qg-BQW6PRJhl4KHtFQW1z6lHz35yf9NW4vlCZS835wmTW4WjLJP3n5DLsW6Y-xsN6SKjc0W1-rMPb6nvzwdW7SVx0L7ZdjWVW6r36Kq6mJ5Ngf99x78404" data-hs-link-id="2" data-hs-link-id-v2="MLoEWkA0" target="_blank"> Frederic Lardinois </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--5" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#ff3287; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">SHIPS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3p6W3Jc3_53rD4yTW5tT9St1v4YyTN21L7bQSZJs_W25JJJ53xgD-5VqylYS1J2bfpN4P84xPC3WK3W6483s57RQMPgW2yN4KX2qsxvgW3147kx2KFMXMW6LKV8b2JHDb_W8jFYKr44NwWnW2LTyMB6JCTJlV2QcF477sB4jVLLdh17PGwwCW8cYXpM1XtD4DN5yH9Y09QBTZW3tsWvR6b_vkhW3nS2TR7MgT4jW73hsdd96h6DMN7JVPTzv3tNKW8M-cR46t619gW2Q4Nwr6yPYGHW8JkNCF3dxNgrVb4qmg1QyrFbW2BNRnw433s6hN7yvXWZYNvFcf5m5KYn04" data-hs-link-id="1" data-hs-link-id-v2="4GNG3bGU" target="_blank">OpenAI's ChatGPT/Codex desktop app is now on Linux</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03qgz0W7Y8-PT6lZ3p_W5j_VY5620M_MW4l2T754-vMTVW85YYML7VwrZtW1Lsk8B1N87VcW4RfBNg5r6MqxV2byVC7NRGLXN6x_SJ7PvXrcW2Wvl1T8yY7qcN50Kt5VZL7-SW757Qht5yfBRGW5FPxWb48PcYzW5wrCp15nFZ7gW676s7s8GP0fDW1dltX-37fp4ZW1_gsV81hKhQxW8wZZxC6xQLGkW4_Rk9v5xNNRNMLyMLPz1P8FW6l94fy9flpBYW6L7mNy4b7JHVW89Z5gp2X98d4W8gWJ4465SWHKW1wMpz71stkmmW1XkhS_1b_BHNN4zqq80jW_SwVbKzX92JtF8Df2ZSrwP04" data-hs-link-id="3" data-hs-link-id-v2="gtOzOm9J" target="_blank"> Frederic Lardinois </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <div style="font-size:12px;margin-bottom:15px;"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2025/11/b4e84526-bit-cloud-wordmark-black-transparent-1.png" height="24" style="height:24px;width: auto;vertical-align: middle;margin-left: 5px;border: 0;"> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3qgz0W6N1vHY6lZ3pJW15njSs5MVJWhW53l49w8_wLr9W4Hx74F55bMvcN4SMT2vCln9GW783dS-4jzy-8W1tcJbq6YmtfmW8z5Qj-1PTqcPN82dDs2sjVzDW8RNthB4wLdw3N1GS0wPS2Js1W5Jpvm04mcP6vW5YWGgR7595J4M8G9PQFFLBKW4Gg7hb5s0Fh0W2gj6PH3VQR4jW2SwCgP6lH1zqW5y4Vzl7LZpyqW1-PJvN8N-myxW5tJ0XD87PTBKW7tf9ns3GDHBHW38hC8w3K5FLfW8D9DGP8ZTKCgf68K_Vl04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; 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Regeneration is the new tech debt. </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p data-pm-slice="1 1 []" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Same Claude. Built once, reused everywhere. Half the tokens. Reuse compounds in the AI era — stop paying to rebuild what you already own.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3qgz0W6N1vHY6lZ3m0W3P5KMF5vygP4W8wFRT12_zQ4BW1DrC0Q5XSG-kW51G3Yl9kLZ1fW8t93Ln99c14jW4b_Fb78YyjfFW2GNjhZ1M2WSPN2DG9wbskdqpW1rlKj08cNVDdW4Fc69S6L9k_5W7gFjMd7n8JgXW6ttSvs2ZnbwtW12j6Ls4Vwxw4W8NlsBt83QnVDW8-L3Kr3HJBc1N1DC0s8-fB7bW5JY86G8vxTmLW88hrQb3tWHv-W1Sr-Sw6gcFqvW86qqw_2y7f94VVfPQc38tr7-W52WhpT4FNJ9hf3ZH6JP04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="nBOQKbx4" target="_blank">Build the Reuse Layer</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #flow-state .item-label--1 td { background: #00aff4; } #flow-state .item-label--2 td { background: #3a8fdc; } #flow-state .item-label--3 td { background: #9850c0; } #flow-state .item-label--4 td { background: #c43aaa; } #flow-state .item-label--5 td { background: #ff3287; } </style> <table id="flow-state" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding: 28px 28px;"> <table class="flow-state__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px">FLOW STATE</h2> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">HIRED</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmC3hCZYW95jsWP6lZ3pVW1p9JN04lR-CbW6lLHjD5MjL73W83Ng9q7SQdjnW8yysH_1kzdHPW3NRJ-_3NJm8NV3mVCK7McGnsVk1pZ_3GdYw0W24sZny1Y1G0nW99ZgDL3ZfsDXW7qpxhh4q59gfN4XJ11wLmR1nMzGYQxJN0hnW2bDsDb13-NPBN5FTBpHtQ44rW8wfcf67rqrMfW5Rrzxp1qlggvW6wfChF1LBPmQVw8KBp1XjDbQW8BNFh88gcKXRW6-8Wyd2tyk2-MPzD4W4b_gzW35tkrh3DN8qbW1Dn-tM3g-SV9V59SHH6-6Tk_W32Vs3V4dFr68W5_VTFt2Z_MprW2_1Fbw5wqzBCW2Ptt0z7SzrFqVgcLlw305Ml1W3S5b7B8fgfDNf8QHBTC04" data-hs-link-id="0" data-hs-link-id-v2="/8LpdrwB" target="_blank"> Towards Data Science just made publishing more rewarding </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Whether you're building something unique in AI, writing deep technical tutorials, or breaking down industry trends, TDS wants to put your work in front of a massive, engaged audience and pay you for it. With updated earning tiers and a higher monthly article cap, there's never been a better time to publish. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmC3hCZYW95jsWP6lZ3mjW32Ny_x3sRHvNW6k1JWS6R97R6TSLKK8lr1ZhW6tNHTC705Sb8V9qHJd47zjFMW68tMNh29wpHjW5th_JF1CCGDKW5GDKMB1yrhCTW5Dtv2L2fzFysW3_5_t94Z-TDLN2HJb9LtvnHYW87qlqn3pTnlRW91Hp1M5RTy4cW2T5nwx3Syk7nW9b0FYT2V-gWVW8xgTSl5S9dpwW4z90nn5KRxtKW5Ypng719nKTwW9bpVT426nksqN5dVmS7wddlGV52bb-3yc7y9W5H1wZP8-RqmQW7fTnb33YW6VFW7V_LTl14GXXSW72tpBh4j8YXKW75Pdp46NZ0SPW2wx-0K1dyMs_N4CPJy5cdbWMW4-2r2T5HRqv2W37rjty1pF65wdtS22404" data-hs-link-id="1" data-hs-link-id-v2="Y436AWef" target="_blank"> Start publishing on Towards Data Science </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">INFRA</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3hCZYW7lCdLW6lZ3m1W95D2LH20TyK8W6kJSg_7tbRccW4W2nHv8vFKhZW7F-lmb2SX37DW4VhxSz6DDdBCN5_XY8GKWWhKW6HcMsc53y1mWW5RFC-21fzzD1W5b6QMq8d7yr5W5V2k3036jssrW97fy2T4F6Q2cW9lk7-W2fX9XyW9l375J6sWyQ3W1cv6T_2mrlHMN39dwwmVCMBcW7NZPBL24n-cYW66XVgv17vHLmW9gsmYj5J-XczW6nG4Wv18-6P7W5R7qvv1y9QLwN4nSps8qX6lRW2gDnbP3JlzdCW2CSysX8CV7x-W75571f3ykHSJf2SYdgx04" data-hs-link-id="0" data-hs-link-id-v2="GGHFnGjK" target="_blank"> Platform engineering’s new job: serving environments at agent speed </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> AI coding agents overwhelm environment workflows. Learn how a serving model scales platform engineering for AI-native code velocity. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3hCZYW7lCdLW6lZ3pkW7HKg387x2x1KW3H1PrC56SMfLW3JmLbp6VX8wjW6YFHSn5kCFWbW7kDqNL1-0RFgW38xG6B3cFMH7N24DZxzMqXw2W947xYz5z6kDWW1kkG2l8XYnn-W5MKppB4t7cfsW8-65hj57wRxqW8p9kNd1tk_VXW3G8zPh55mR-XW7lvVcj4JJn13W1lNPx_35th0tW8KFGBt2hyMj3W5_Np1y3nv1jkW6yXvq28x6F6QW67sBlb6WV4FzW1tWnDb4qj6XXW8_VJnd2RyHHWW8_1Jr_7VQ7M4W3XJt1g73q1mLW6LZCrn7x3tb-f2TvfwP04" data-hs-link-id="1" data-hs-link-id-v2="ZLLfC4O3" target="_blank"> Read the article </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">LOOK</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3hCZYW7lCdLW6lZ3kKW1rxQgk3J3jhXVhzpWY3Y9wT3W6ZZV5N1bSwdkW2hFKgL7ThK1yW6BS0hH9cYkwZW893B7w2glPZxV76Pjg14sc9dW8yjb2r7y962bN1N67BjSKtTsW8-JVzh6VrY8dW6qBtdh3hHs48W8kNCh61HzX-NW9bNX386dXxB4W2MtM9m2-k3XwW3q2Tz28shykjW5y0cwx7hswWMW1DX7B175l88LW4769bt7hVJh4W3bSGnM2Vfr1HW7SH-BP3TTwsmVNJ2FM224fzSN3mmPP04MsKsW2W1GTQ5Q22z3W20vSVW8SYYzff3LZzfY04" data-hs-link-id="0" data-hs-link-id-v2="x7aFsAEt" target="_blank"> Astro’s GitHub issue backlog is heading to zero for the first time in 5 years. Now Cloudflare is open-sourcing the tool that did it. </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> 6 months after Cloudflare acquired the team behind Astro, co-founder Fred Schott explains how an AI agent is emptying the project's issue tracker -- and why the hardest part is still left to a human. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3hCZYW7lCdLW6lZ3n1N7DMrYsq-G8pW7ylxn94hl2Z-W471sqh59wKQKW486yjW3Hs37xW2qpmmh4GKFdyVNFS3M1NMcYLW1zcxs57jkGDfVPpYPN8LlnBpVvVF-K2f_kQ4V_k8H68Yr1DbW9dZFtH2V34Z_W6fj4pd9bpg56W3XTsyP42qqWMW7yyLSN45M0MjW4H0ZxL2GXrNGW24TxGF2QHgDSW6LbBLt1BsLBvW6CMZBW3rMK8dW6xPm6H2s92FLW78XKgJ70VzlNVQDrmg4_Zj29W3wz_172CypDbW75GWNw5F1nzZW2VSkpH4xDjxGf91tMk204" data-hs-link-id="1" data-hs-link-id-v2="7kdtsZ/u" target="_blank"> Take a look </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 0; text-align: center;"> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; font-size:18px; margin-bottom:16px; margin-top:0">How did we do today?</p> <div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrkx5nR3bW50kH_H6lZ3ndW7ytnb16ybBT7W7Yl66v7mV9qBW81pF8N7dyqjRVyFnbJ8_z3_vVQj4Cv3F0PndN70yGmPlF3QdTPG6W8ghjmsN4bw300dnyQhW4X2plK5dbHS0W4jLl-w6v50HnW8mDmWC99NXDVW3BBlYt4vwMYRW1-qShj30qT5PW1V6h-l1cLcCKW9ltdHt5QlrHtW95CHCD1ZhgsDW4K-KSN1s1j0FW8Kvn9F4tT_T5W4_TMN61v6615N6RzLH_lqjPqN8L6zqfzzwZfW90sDqH3t4Vh4W2K-y3P7F430lW52-CnR3WM67GW8GxJnf2VYjsxW2yBTyQ7ZPqQSW8TRxF51y75GBW6fK26c2mYnXHW28TgPg8wtFqqVWxG767cx827W89TjHH6jMNh5W7JqJ4l1KskrYf3Rfyvs04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="wplz4Gf6"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/fae341c5-tns-daily-rate-great.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrkx5nR3bW50kH_H6lZ3pkW588J462VymZtW99ZFC23m7gpwW794ZKs7vpy73W41rykr19Ncf4W1tSWsh4w3L2tW7s1Yt794hgs2W7dDg1r8htCDlW4t2-qY3BTKWwW2NdVKZ5ZxbtvW2yXrNL1f7qvLW5m1FyY36Bh9DW2Kc9B41QkdqVW6n1RnT6fMtKVW7BwJSF1wbtlfW8Xy5Xl5XqM4bN3JkNsfk4vNDW8qNZq46gwCclW6v2G7-7KYr8KW7zf83K6zKc4RW7nd_1c8-74Z_W44jHpz9csL38MXFRqfLxWWcW1HtsZ81yvsQ7W3-7j9V4yFvngW4SKbZN8hvxR2W6v_BwB5HRtM1VXnXh77b3DMxW1p_nKS2FHYrPW4CFhGy8Qg8NJVDvxQJ5-g31vW3ktZj37CG8j4W12F8km6xRJLLf3K1wJg04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="34BKa6vS"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/8bb71286-tns-daily-rate-meh.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrkx5nR3bW50kH_H6lZ3mWN6Rkx0-N1XFfW7mGSM_1K8WK0W3R7Mtb429wbyVdcvzt8FWb5JW48t4v11bNJ4TVwlgFZ6qP0-yW1Srn-85tF6RtW6P7yPr3BtFX8W8z_3gh6y7mMbW6rPfV82zhGJzW83qXld6dq7NwW7Xz5PZ2c5r2XW91kFTb8MD7LGW7ftv5H1HZwbJW8GHYHK28fG2BMs1LdZZSGt7W8-wBd04DdVpDV_LP8j73nspTV46slw2_dWzDW407M1t1h9fFZW4QZVfX8-GmDgW4g1t2t9d8YFsN6YwhDG9s2K9W519X9-11lJ2fVnkwJf8HvrSSVpGq7H8nTkTVW67ZpC95cQVvvW77ZbQm1QgjB_N7yLSbFxwRqqW89Pm5l7Kb3hkW8f_TYP8hg843W7kLFZw4F0G8BdBc4Gq04" target="_blank" style="color:#1a6fa8; 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Plus: Nvidia launches a smaller, faster Nemotron model and a router to put it to work
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The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3prCCW6N1vHY6lZ3nQW3b6z5c2G-WdCW3n10Tk62PDF-V2ZBdV5JHT1FN8D_zxnQGPJyW5Q6MlZ4-5kXHVc3V163s2S4LW8bQCf3663xjzW3B_zLy8TdJlZN6NgY1mYRFHHW21Vn-F8MTjTZW4TxWsN3Pw7GqW1jgWCZ59mRLNN9f-nhWg1R4FW1FcGQg4VmH-HN5_PW71ldzdWW1q4vFm3VRb39N22yMW_2lNHkW6-tDNg6Lkkk_W3H352q4_4jgxW9dH4-N1P3dw_VlcY6f6fxrW_W6yGknG5QNW0Rf31-svn04 )
August 12, 2026
Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3prCCW6N1vHY6lZ3lVW7m09wv7vSN7xW99G-Zl1K9LdcW86LXYZ63hdyRW8Prqxb6ylz_lN6_tjl8hV02xW57qQrt6FSvjwW7W2gYJ1gmXJyVvVHmj1C3QmgW2YZ-866hph55W6Qch_h8Zx8pGW7XdKx54FdP6KW6xy8G41lltN6W8hw2nx3RVWbSW16fZHm1rRJv2W14LCnZ95Th2pW6R_TCY1gDSPnW7prwjf5cSRSmV9B1js1PD9kBW6lVv9C9fgXL5N6F806pMKz-mW8j3BcB8LwlgPW7X8xg45VlWkMdb2t6M04 )
OpenAI is coming for Claude Cowork
On Tuesday, OpenAI launched its ChatGPT desktop for Linux. Now in preview, the app, which combines ChatGPT, ChatGPT Work, and Codex, will run on Ubuntu 24.04 and 26.04 LTS, Debian 13, and Fedora 43 and 44, with native .deb and .rpm packages for both the x64 and ARM64 architectures.
The ChatGPT desktop for Mac and Windows (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3lFW6bM7Nk69C3GtN6dMQ0_j-CgZW22C3KT2BNTnyW6vcMG03B3PQRW4SPlCr8WdN0DW4PjYWQ76w8zmW5QJ43X42DDsBW7dH_245plW-PW7Q__wY2g4KwfW1WN8KL7S2zX2W53c8T77FHGD-W2FbcQ44YNCNvW1td6nf1ZctlfW8TlvyS2fkPRlW3rlZBn6Ql7L0W2f3STv7G5PRJW4DdlPK8VftgQW5fB7lP6h9TH6W29rvlg4k3rQ-W8BxJnQ14v6kTN4PDYGwk8w7kW5Hn41D7s4-mPW2gKtc-5S3ZnXVffJcp7NRR1Rf2_rCWM04 ) launched in July when OpenAI introduced ChatGPT Work.
“Linux has been one of the most-requested platforms for the desktop app, and this launch extends ChatGPT and Codex across every major desktop operating system,” an OpenAI spokesperson tells The New Stack.
Go deeper: OpenAI’s ChatGPT/Codex desktop app is now on Linux (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3m2W5jXX-h4llxHFVdqSLH5JZb-4W2GLtZP8G8cQxW4GRM4Y8v7636N6jFHxv6SqbLW1HH1xh6ZnG1BW5QLSv25gBhVPW5cRwsW7KgF1KW5KFTb1593d1mW1QYkC71t-Jz0W20NTw57qTptgW24Q4G29bpc3cW8tFftc5jyyjpW1BBr128cq3xwW5C9mnV4PB9_gW5TnnqH8yn2NcVVh1Dz7k1psFV9s9jM7wyx0yN4KrzmYWKlySVpsbXr200Dp7W1fT0k86wKlZWW9lz0tG10pXS6VVcQHw3NdWbBW6WpnB47Fdh-FW7-5v9q48NGz1W4j0SGx94Wvt_f2G1z5Y04 )
More fresh reads from TNS:
▹OpenAI built a model it doesn’t want most people to use (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3mSW49X1ft18L8bmW2d_Pgq1TrbVcMRv0sKS49N5Vy843J7C-0YDW2B94GY4ps6bWW3Shvxp5FWvqDW2tYSNs4JWL3PW8-QkGT29SZpcW4h8ybs1wDMfsW67T4SQ82Z_hwW8pWxM14YqGbPW1z0mmG96d9LvW4NJt3Z649nKdW83z_VV18dXJVW1k6dlf8lVRkbW1nC2_L7tG6XXW69dPSh6l4C3FW6zf2ZQ8BKr0bW7q4dVB5YRQLPW7h5NrL2hg08PW3cqPGT4-T2pVW20WsrP687FHBW8DWcQY7PkVy4V85nP31nW2cVW1kLL0t77RdB7Vvw_Cn8r9MdWd2wNFM04 )
▹Databricks acquires Electric to give every AI agent its own Postgres database (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3pGW2PkXyZ3pwtQyVMgt3m8R9WPBV8d-W-6STdWnW2QrClD4WPmgBW1SQJRD2dsCT5W1Fzj5K34H8nMW3N1sRb4tWVBbVL2Nlt6c_DZ8N2Ttfy57VxbGW27zdtR9ljcWfW6s7J5v7kpfvDW3fKW393Zq-QlW5shQgk3lbYl7N4SSnVJfWmp3VYb1n92rwlWCW1xC26f7R9NV-W7GGr4h775Y2ZMF33-YWPblRW8B1FbB6FdNS-W5HkWjb1chDxpW1flX4p3Nq2z6W1-xYDF5lYryKW3SdQf26v1X8BW2cbqW81wrfyBW7XQlj735xgM7VfML9R1PP8sddsfbF-04 )
▹Every software company will become a dev tools company (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3lhW2H14wj2HB2mzW5jLhnQ36mLC9W5F8D-r1TN77lW6Kl1623QG72cW1JW1hb5b-XXMW7nJCjK4Kwb9sW4sYjk03-F5sLW4qDrfg8nyWBYW9g1xS92XMR4jW3vjyn96BN83WN25BNVls3B4xW3K7f8S3PPd5JW9hFSyK7by62pW7SWt6q6mRzqQW7nZdsg7N2CQ2W2HSBSb72qTV-W2mS6kP6QfB6wW7K9hT58_5RYgN90MDq89r237W73JjDl4rCrsFW6qtLPG2fnHSDW4mPcFV1dRWpyW7VsMQ91wPy4PW8MkZyP5mCTh1W3XVrz_7S0PXvW7Q59H72gf_hyf2J5SCH04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3q3W7KMCQl4nyQN7W6847JJ9hzyGYW8-KTJC3pvmFtW86Zd5z2PRH9lW1KQQ_v2fkt6dN9fWpv7lxzybVVcv1M4l6bGmVBYRGp1y5c-GW7z87cg2B_shRVtznkS8HB_LRVFVFs01J_M9YW7Zf_fb1z0FS8VGqhQl8Hb1GBV4PWrF8DNWlZW38lc7K8FPgjzW7-JFFq2Q662JN49rsNj-7c8QW24QGtN8XKKgpW8VPxPW9knmGyW50S-Ng46HNxPW3KP01D5lmJ6tN2VlfqnQ4_4ZW6Z0y-n61PP94W853QxF1DgXyKf2_sZZ204 )
WeAreDevelopers comes to North America, and The New Stack will be there
The world’s largest developer event lands in San Jose, and we’re heading over to cover it firsthand. Join us for:
- A special welcome reception just for attendees. - On-the-ground coverage of the biggest show moments. - Live interviews filmed right from our booth.
Use code thenewstack_community to save 10% on your registration.
Register and Save! (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3gP0xW8wLKSR6lZ3pzW6V_7d-9cTHBTW6TZHsj6vNLfpW1sxln-37Lc2DW8Q-gql3qZ57RW3rPVj36ZjV1PW3MM4-d75p_n2W1FFJSD5v4F6-W7l6w7w1PB3psW2ljXS214L58xW3nPm_y1rPBgPW5CyMJ61NmLRMVmbP1w6CqHHPW3QTj1Q5pDHVkW7ZxxPc7Y0n1YVRlWbS7h6SsTW2d6ly38wr9j0W7Tyxrk3QCdJGW1tmLLd8w7SsDW1-w5fJ8rH1n7W2gQZ8t2n4_ZYW1TGVSJ37rFY4W5Mf6pc2Q-FRwW8xfSwj2rfKs0W95Pyq48PXBNZW25x-rM6mmwNwW1PkWsm39bJ6VW6L8BLP1LGpnsW20R5sK4RZgytf1CCZYM04 )
TOP OF THE STACK
Nvidia launches a smaller, faster Nemotron model and a router to put it to work
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3nRW2hPk_g6BLYF4W8-Qtmb5TP0swW7GkMZZ5m9FqKW3501MK1pZT99W19Vxk76WDLX-W7nLMb243VCx9W7xC5pT36bZVcW1NjW9y8WylmPW6ylhBN2fq3RVW2pZ2lH8QXRWDW8wJksq4kjL16W2FKBmy1wSj-HVrcnLQ3MhfMRW5HjP_f3dx7M2W6nSW-j538ZxCW8rCpXW6g7PmrW2wBXFm9bbd9KW5Hy8CX2rLcX8W6R9PqN5QbpsJN73X4lkn-JX6W7P0XSg2prkv5W6L3mCC7m5V4yW5zmfpV3n8Sx6W4GgtSV3GWN-Rf8RN27K04 )
Featured image for: Nvidia launches a smaller, faster Nemotron model and a router to put it to work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3mkW1qst6h6gTJ63W3GFksL36JYHLW2kXznd6rZC4GW4k_m-p6BD9kxN7rtfj7Byy_GW2fHYJC389Yt4W505jvy99g3dzW4LxHdf3hR_tfW6MGHJz6Cg1QNVdHm9n81ks9_N20_KxPLQTL4N4CCKGxFv-0WW9c9R483RNBlWW6PhMSM8h07FSW8vt3pC5R1NbqW8M5Wjg7Yq5lBW2-8FML2tPwFxW5Vm6pw6z7jp9W263cxr4lz34zW7WL7gG8Nh2HmW3ZlrvV63hmmGW1yK6ZQ35BntBW2HBLq64Blch4Vw9YN_7YrSH4N8DWHsbDW1bYW3HTQtZ7jmvhFf7KC0PH04 )
Nvidia's new 30B open model is built for speed and post-training, while NeMo Switchyard routes AI agent workloads to the right model at each step.
Nvidia on Tuesday launched Nemotron 3.5 Lightning, the newest member of its Nemotron 3 family of open models. In addition, the company also launched NeMo Switchyard, a new open-source library that can power model routers. Nemotron 3.5 Lightning is a 30-billion-parameter mixture-of-experts model that was developed with contributions...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3mkW1qst6h6gTJ63W3GFksL36JYHLW2kXznd6rZC4GW4k_m-p6BD9kxN7rtfj7Byy_GW2fHYJC389Yt4W505jvy99g3dzW4LxHdf3hR_tfW6MGHJz6Cg1QNVdHm9n81ks9_N20_KxPLQTL4N4CCKGxFv-0WW9c9R483RNBlWW6PhMSM8h07FSW8vt3pC5R1NbqW8M5Wjg7Yq5lBW2-8FML2tPwFxW5Vm6pw6z7jp9W263cxr4lz34zW7WL7gG8Nh2HmW3ZlrvV63hmmGW1yK6ZQ35BntBW2HBLq64Blch4Vw9YN_7YrSH4N8DWHsbDW1bYW3HTQtZ7jmvhFf7KC0PH04 )
WHAT ELSE IS NEW?
BUILD
AI
Why CPUs still matter in the age of AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3kWW30SGrY1GtH-dW11fwF_6_1j9MW1FPLTg2xT3dnW8jzzsL4kQhvKW606whC35gMSxW59wDNF4qkZLTW6vX3Jc8jtYwjW5b4WwM5vvRQtW25Wh8y7w1nsdW3JVcdv7yzJM9W3qrh9q4LxRKbW70_kgR7Y75VwW3XSTX65BdQmVW3H7Swj6k_MgHW2h8QbY8hrkDzW6YCsyD5Mjbv2W5RGGPh7rx0ThW52YJFF31yqkmW5y33Mt6l9JRDW4gjLs41c43qnVMXCK-6WF5mRW3dBXnb8FWfS5W2qzQM81BqqD1VZ2nqn7BXcvMf2lBHW804 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3nRW2hPk_g6BLYF4W8-Qtmb5TP0swW7GkMZZ5m9FqKW3501MK1pZT99W19Vxk76WDLX-W7nLMb243VCx9W7xC5pT36bZVcW1NjW9y8WylmPW6ylhBN2fq3RVW2pZ2lH8QXRWDW8wJksq4kjL16W2FKBmy1wSj-HVrcnLQ3MhfMRW5HjP_f3dx7M2W6nSW-j538ZxCW8rCpXW6g7PmrW2wBXFm9bbd9KW5Hy8CX2rLcX8W6R9PqN5QbpsJN73X4lkn-JX6W7P0XSg2prkv5W6L3mCC7m5V4yW5zmfpV3n8Sx6W4GgtSV3GWN-Rf8RN27K04 )
FLASH
AI
How I learned to stop worrying and love hyperscaler capex (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3nQW6mqpfk4Df47YW7P-Lxm3Qp3XxW1xBrvL36kPp0W1lsRCv5Y4X-1W6vx9j41HTB1rW6h-46_53jmfpN3ffnvV9CFkpW1FnRWz1H4v33W2b_TkZ3c1DsVW13K_BP82gGT_VW4Mg17KpPygW3J9N7C2-MSwFW5V6sTL8BYljjDB9kR_dylKW1tjP0H4Pv-2SW5QZby86Wg5j-W43ZDpk4npnDyW94VbWx5m0gWjF14XwgLhvW8W4yV3NN6GPL8qW8dgCTh7BQvtJN4FjbDW_bYlyW7hq3Ht3kCWR4W3VyN_43ZzDJHW2R248q5QNYfRW8K4bS_8dBHw3f66m1sH04 )
by Alex Wilhelm (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3ksW44-p62718N44W2Zz64k58hnkGW3Qdw6J8sng_GVjr96Q990Mw2W575VCy7tZFjzVZGM574YxXg7W8S0Nh-4b4CN6W3JkTFG6-4TWXW5-2xHW4DPtSYW63RlZ35JBdT7W7ZLH-t8hVwpzW7__Pzd9dlJH1W8LJLRZ2GD9CwM_JPbN8RV4fW3bL-gW4hYjxzW8rk83_94WgQjW7SM1708JS8kpW6c22hJ828J5PW312yfD1HvFvkW8LSzq66RyH2XW47vhcL170nJLW7PV31D4THRBxW16sXFt8WH-xBW2Jl0784z8s6td4XvJY04 )
TAKES
AI Models
Anthropic's watermark survives copy-paste, but not the real dev workflow (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3kTW5vVwHf2x5X8xW6P7Gm26jPRB0W7v6CkR8GFzX8W2DS6wz4jntCjW311wx28tjVwHW4t-JTk6M87TgW6C_y_71YT9qfW5kxW063CdhBHW1whFl47BtLlzW2clk6p10zq0wW28s3vx3PsTwQVWLGyW6734skW7BwxpY5N5NnNW4GthRw2431WBW4hZYlq3dhz7gW8Kgxgr5h0MYvW6qkKzH494jx9W24Z46V5zwrQRW26qw_F6_wj4ZW45-_fb6V3mrmW3q9DkX3vJFZtW166D6c7YMww3W5gJn7X1W6VwnW5L7Rv33vqvR-W4KP25h7tkbdGW1PcYSb2w0wpNf19Hz4C04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3q3W7KMCQl4nyQN7W6847JJ9hzyGYW8-KTJC3pvmFtW86Zd5z2PRH9lW1KQQ_v2fkt6dN9fWpv7lxzybVVcv1M4l6bGmVBYRGp1y5c-GW7z87cg2B_shRVtznkS8HB_LRVFVFs01J_M9YW7Zf_fb1z0FS8VGqhQl8Hb1GBV4PWrF8DNWlZW38lc7K8FPgjzW7-JFFq2Q662JN49rsNj-7c8QW24QGtN8XKKgpW8VPxPW9knmGyW50S-Ng46HNxPW3KP01D5lmJ6tN2VlfqnQ4_4ZW6Z0y-n61PP94W853QxF1DgXyKf2_sZZ204 )
BUILD
AI
Why CPUs still matter in the age of AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3prCCW8wLKSR6lZ3nFW8LD4GM3xNp_8W8Lnlff2NlsWnW2xbVTc8TkWMwW98fWPb1xp5HsW3PNh2-6_BpVwVy7L6F18WvPGW4mSG4_1D985KW3FWwhb2k6YCrW95llTR420x19W1Pyj2Q1xY_cgVfxvrq7m08l-VsSGy88R1FX5N9fHlXZ3ZkbdW2pw9Pq4vXFT4W1rxrtN4LXKfPW3Lb2y12_tfDTW3K-39V1wD-VpW2Zb5d47Dl0jsW7_XgHc2nwJg9W3QDtJM8Q02dTW60Tgh35gyNHbW69ZZjT4fzrd3N6WRDK35j8X4W2bYFCt3XTkLfVG_2NC2D717SMnb2RjxtJCMW4TttCL3D187LVK9g1Y74xsrQf4g1vj004 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3nRW2hPk_g6BLYF4W8-Qtmb5TP0swW7GkMZZ5m9FqKW3501MK1pZT99W19Vxk76WDLX-W7nLMb243VCx9W7xC5pT36bZVcW1NjW9y8WylmPW6ylhBN2fq3RVW2pZ2lH8QXRWDW8wJksq4kjL16W2FKBmy1wSj-HVrcnLQ3MhfMRW5HjP_f3dx7M2W6nSW-j538ZxCW8rCpXW6g7PmrW2wBXFm9bbd9KW5Hy8CX2rLcX8W6R9PqN5QbpsJN73X4lkn-JX6W7P0XSg2prkv5W6L3mCC7m5V4yW5zmfpV3n8Sx6W4GgtSV3GWN-Rf8RN27K04 )
SHIPS
AI
OpenAI's ChatGPT/Codex desktop app is now on Linux (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrm03prCCW7Y8-PT6lZ3m2W5jXX-h4llxHFVdqSLH5JZb-4W2GLtZP8G8cQxW4GRM4Y8v7636N6jFHxv6SqbLW1HH1xh6ZnG1BW5QLSv25gBhVPW5cRwsW7KgF1KW5KFTb1593d1mW1QYkC71t-Jz0W20NTw57qTptgW24Q4G29bpc3cW8tFftc5jyyjpW1BBr128cq3xwW5C9mnV4PB9_gW5TnnqH8yn2NcVVh1Dz7k1psFV9s9jM7wyx0yN4KrzmYWKlySVpsbXr200Dp7W1fT0k86wKlZWW9lz0tG10pXS6VVcQHw3NdWbBW6WpnB47Fdh-FW7-5v9q48NGz1W4j0SGx94Wvt_f2G1z5Y04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3prCCW7lCdLW6lZ3nRW2hPk_g6BLYF4W8-Qtmb5TP0swW7GkMZZ5m9FqKW3501MK1pZT99W19Vxk76WDLX-W7nLMb243VCx9W7xC5pT36bZVcW1NjW9y8WylmPW6ylhBN2fq3RVW2pZ2lH8QXRWDW8wJksq4kjL16W2FKBmy1wSj-HVrcnLQ3MhfMRW5HjP_f3dx7M2W6nSW-j538ZxCW8rCpXW6g7PmrW2wBXFm9bbd9KW5Hy8CX2rLcX8W6R9PqN5QbpsJN73X4lkn-JX6W7P0XSg2prkv5W6L3mCC7m5V4yW5zmfpV3n8Sx6W4GgtSV3GWN-Rf8RN27K04 )
FROM OUR PARTNER
From 47 generated to 1 reused. Regeneration is the new tech debt.
Same Claude. Built once, reused everywhere. Half the tokens. Reuse compounds in the AI era — stop paying to rebuild what you already own.
Build the Reuse Layer (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3prCCW6N1vHY6lZ3lVW7m09wv7vSN7xW99G-Zl1K9LdcW86LXYZ63hdyRW8Prqxb6ylz_lN6_tjl8hV02xW57qQrt6FSvjwW7W2gYJ1gmXJyVvVHmj1C3QmgW2YZ-866hph55W6Qch_h8Zx8pGW7XdKx54FdP6KW6xy8G41lltN6W8hw2nx3RVWbSW16fZHm1rRJv2W14LCnZ95Th2pW6R_TCY1gDSPnW7prwjf5cSRSmV9B1js1PD9kBW6lVv9C9fgXL5N6F806pMKz-mW8j3BcB8LwlgPW7X8xg45VlWkMdb2t6M04 )
FLOW STATE
HIRED
Towards Data Science just made publishing more rewarding (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3gP0xW8wLKSR6lZ3lpW6GbjpS56ygxqN97WsJH6N77dW8QTjsT7QMYp5W5Htk992PtkKFW8gqFFm2gMxkzN1rw3bDZJX7-N8rjldxb9HSTW8LmpTn5qCbjXW9c9p9p8d_ChvW1kqDKD28BwmTW5ZJPyC8KNqjBW2tTR193G6fftVfrZH26c9ynyW3TpFJs2P3mmLW26L9n35SJCFTN8Xnx5bHD-K0W357k6x26jn0BW2MD-Jt7hXlN_W1ZNHR48msFbcW7kB_1N1ddVQ9W70T5Fc6YnwK8Vbx8F52L446dW74lB5040SvR6W5mgScb6vFP83W3cfMn08BkNqlW5BH4K81BHTK5VGd7Qf5tKLh4W91Zs5T78kxS4f4x4t2W04 )
Whether you're building something unique in AI, writing deep technical tutorials, or breaking down industry trends, TDS wants to put your work in front of a massive, engaged audience and pay you for it. With updated earning tiers and a higher monthly article cap, there's never been a better time to publish.
Start publishing on Towards Data Science (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrmj3gP0xW8wLKSR6lZ3lpW6GbjpS56ygxqN97WsJH6N77dW8QTjsT7QMYp5W5Htk992PtkKFW8gqFFm2gMxkzN1rw3bDZJX7-N8rjldxb9HSTW8LmpTn5qCbjXW9c9p9p8d_ChvW1kqDKD28BwmTW5ZJPyC8KNqjBW2tTR193G6fftVfrZH26c9ynyW3TpFJs2P3mmLW26L9n35SJCFTN8Xnx5bHD-K0W357k6x26jn0BW2MD-Jt7hXlN_W1ZNHR48msFbcW7kB_1N1ddVQ9W70T5Fc6YnwK8Vbx8F52L446dW74lB5040SvR6W5mgScb6vFP83W3cfMn08BkNqlW5BH4K81BHTK5VGd7Qf5tKLh4W91Zs5T78kxS4f4x4t2W04 )
INFRA
Platform engineering’s new job: serving environments at agent speed (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3gP0xW7lCdLW6lZ3nVW5wq3dG30FjLRW86pm5M41SRYHW4Vck2W8nywP1N92WKSynCGkyW2kDc5q4965W0W8Dd5Q72ZGRckW5tyQQ75lY1RKW8_x1vz42BMWbN3KJBtqwfJ9wW7NZCfV80mL0BN6R2-5C6kWp0W6SXp516k0_DbW332HL340mGltW8f1M9j7g2-BPW4Xg16c7YvKhXW8vRJdC1CGq2PN5-q7xYnxr1ZV3SKmB6RXhLLW9lj_s47LmDlvW7DQwBn1t_HLMW1Jtzc53TPxb8W5ND75j5t4crbW1k18ZP1k16hKN6PFpcx7tT-df2bK00j04 )
AI coding agents overwhelm environment workflows. Learn how a serving model scales platform engineering for AI-native code velocity.
Read the article (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlK3gP0xW7lCdLW6lZ3nVW5wq3dG30FjLRW86pm5M41SRYHW4Vck2W8nywP1N92WKSynCGkyW2kDc5q4965W0W8Dd5Q72ZGRckW5tyQQ75lY1RKW8_x1vz42BMWbN3KJBtqwfJ9wW7NZCfV80mL0BN6R2-5C6kWp0W6SXp516k0_DbW332HL340mGltW8f1M9j7g2-BPW4Xg16c7YvKhXW8vRJdC1CGq2PN5-q7xYnxr1ZV3SKmB6RXhLLW9lj_s47LmDlvW7DQwBn1t_HLMW1Jtzc53TPxb8W5ND75j5t4crbW1k18ZP1k16hKN6PFpcx7tT-df2bK00j04 )
LOOK
Astro’s GitHub issue backlog is heading to zero for the first time in 5 years. Now Cloudflare is open-sourcing the tool that did it. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3gP0xW6N1vHY6lZ3pTW3sCmNz7rskhpN7QrRhVBmrz4N8-jxZZnRxYHW4T2pxG7c0XV5N5mX1v_CWWt1N6H_jQTgrpPHW428_xf8jPZlpW3fPj-t1bWwstW8NhgBn7RfNh2W5T-yNl2hx1VrN64mFLhY9_KJN7kQkgG-7MLMW8_DHF-3grzNXW9lG4mT12sFPZV9M4g74tlx6tW1qvqLF4DfFCVW3FJZF_7YhC9DW2XHR937xxFCzW8ZzRWR46pcLvW7RDyfF2HhqkxW2SqmC52Qw3YBW6NDft77W6NNZf1XnynH04 )
6 months after Cloudflare acquired the team behind Astro, co-founder Fred Schott explains how an AI agent is emptying the project's issue tracker -- and why the hardest part is still left to a human.
Take a look (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWv-Dr8tPYyKW9dxwG05KnK-pW1h36Dw5SCGLnMpKrlq3gP0xW6N1vHY6lZ3pTW3sCmNz7rskhpN7QrRhVBmrz4N8-jxZZnRxYHW4T2pxG7c0XV5N5mX1v_CWWt1N6H_jQTgrpPHW428_xf8jPZlpW3fPj-t1bWwstW8NhgBn7RfNh2W5T-yNl2hx1VrN64mFLhY9_KJN7kQkgG-7MLMW8_DHF-3grzNXW9lG4mT12sFPZV9M4g74tlx6tW1qvqLF4DfFCVW3FJZF_7YhC9DW2XHR937xxFCzW8ZzRWR46pcLvW7RDyfF2HhqkxW2SqmC52Qw3YBW6NDft77W6NNZf1XnynH04 )
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Not loving everything we send? You can update your preferences (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-S1W3LPYWR2zP7-8W4r9C-J4pt89sW3ZGYb-49SxKjW3jx2fB4tB0_fW36pBZz4hFX22W2Yn4lS3DWy_LW3ZHqJZ36BzmjW2RRZTN2CNCyGW41sfzj1BnM6HW41W2jr2FKtg3W45DXbQ4kG-sVW2YMxp_2KTmpBW3y_CK81NkJFcW4kqJ0-239mDCW36C38r3LY3m7W2D1g3S3VNndPW2q_l-x3z1Kv1W47QKjK3_Tw4LW3H3bBk4ctQ-FW2nSJdg1LHFNLW2nD_px21qrH3W2xKfDB2B1X1YW3_rg1-2t7t72W3XJpG31L8dKnW1_5cry1NpQ77W231wr04rlMlSW4cs5rn366f4VW2B0jtc1BdtQ3W2RR3pZ3VM-gYW3ghQVf2r0fVqW2nWy_N25hTfGW36zScV3DWbfjW34DxlH2zGZX1W2PsJbp3XvZY-W2WH-CY1VzLwyW22XfNm3z9Zv7W4csx8M3JWCxjW3bqtfH36tLRtW34CHl82w0d13W45Hml74r6cX-W2-wWgT2xWfQFW4mLZrM4klZbLW47MNkD4p8WPvW3LXB-M2-DjVCW36y9jY49D4zRW36DgRh1QtRvxW3gpbSs41n42fW329CwB219DfBW215nb11ZfhdrW1V8Hn02RmyZ7W4mLvTm1XtY-bW3M38hM3T0WqkW2nX3p32WsZnGW1ZmxQ82CSJxxW1ZtqkW2KGz14W1VyW7q2KRK55W1LB95D2Ygk23W3_R4F22qGWQpW4r9BhJ1Nwbr30&_hsenc=p2ANqtz-_gwVmHX6d5hFD4-XuZnBW_YCs_ynJ37Lb8_YAIVhadafkbooYp7pPgXpIVnimRwWPVdYEBqeqlDZS073jfR7lmU_dCOw&_hsmi=432743170 ) or unsubscribe (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-S1W3LPYWR2zP7-8W4r9C-J4pt89sW3ZGYb-49SxKjW3jx2fB4tB0_fW36pBZz4hFX22W2Yn4lS3DWy_LW3ZHqJZ36BzmjW2RRZTN2CNCyGW41sfzj1BnM6HW41W2jr2FKtg3W45DXbQ4kG-sVW2YMxp_2KTmpBW3y_CK81NkJFcW4kqJ0-239mDCW36C38r3LY3m7W2D1g3S3VNndPW2q_l-x3z1Kv1W47QKjK3_Tw4LW3H3bBk4ctQ-FW2nSJdg1LHFNLW2nD_px21qrH3W2xKfDB2B1X1YW3_rg1-2t7t72W3XJpG31L8dKnW1_5cry1NpQ77W231wr04rlMlSW4cs5rn366f4VW2B0jtc1BdtQ3W2RR3pZ3VM-gYW3ghQVf2r0fVqW2nWy_N25hTfGW36zScV3DWbfjW34DxlH2zGZX1W2PsJbp3XvZY-W2WH-CY1VzLwyW22XfNm3z9Zv7W4csx8M3JWCxjW3bqtfH36tLRtW34CHl82w0d13W45Hml74r6cX-W2-wWgT2xWfQFW4mLZrM4klZbLW47MNkD4p8WPvW3LXB-M2-DjVCW36y9jY49D4zRW36DgRh1QtRvxW3gpbSs41n42fW329CwB219DfBW215nb11ZfhdrW1V8Hn02RmyZ7W4mLvTm1XtY-bW3M38hM3T0WqkW2nX3p32WsZnGW1ZmxQ82CSJxxW1ZtqkW2KGz14W1VyW7q2KRK55W1LB95D2Ygk23W3_R4F22qGWQpW4r9BhJ1Nwbr30&_hsenc=p2ANqtz-_gwVmHX6d5hFD4-XuZnBW_YCs_ynJ37Lb8_YAIVhadafkbooYp7pPgXpIVnimRwWPVdYEBqeqlDZS073jfR7lmU_dCOw&_hsmi=432743170 ) from all email communications.
Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!