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From: newsletters@...
To: [email protected]
Date: Thu, 12 Nov 2026 07:04:16 GMT
Subject: Shell yeah! Nvidia just gave AI agents a safer sandbox

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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, AWS had its agents build a free and open emulator for AWS. They now maintain it, too. ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ &nbsp;
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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:#142640">November 12, 2026</span></td>
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						<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3mRV5bZB95m59hgN7NQ4-gkZSlSW3XF07m6r7jk2VQL1HN7YGzKqVczKKf7RHBjDN7VsWX9HR48LVBWDLg4p-xjFW73q_vj54L8_lW58fd_Z34WS9VN2TjKmPKyCtqW8zjy8y31q2s3W8Zn7K-8FbBqKW3F-mwb59L9fVW8v74c47y0jFjW7YgghT2gvm32W2rRkcd1_nCtQW6LWb2y4H7x1rW5S5Vw_1sBtQCW5bLpm24hMjM7W50P2Ml8Gj4NlVXtRkd4dRvLQW8CDMMJ6bvtFtf74ZlR804" target="_blank" style="color:#ff3287; 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="IOLpP8UD">
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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: #142640; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; font-weight: 500; } .toc-desc a { color: #ff3287; 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">Nvidia shells out for safer AI agents</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p class="wp-block-paragraph" style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500"><strong>Nvidia this week donated OpenShell</strong>, its open-source runtime for securing and governing AI agents, to the Cloud Native Computing Foundation. The teams that run it in production already work with Kubernetes and the CNCF’s other projects, says Ali Golshan, Nvidia’s senior director of AI software, who leads the project.</p> <p class="wp-block-paragraph" style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500">The company announced the move on Tuesday at KubeCon + CloudNativeCon North America in Salt Lake City. OpenShell, which Nvidia launched at its GTC conference in March, joins the CNCF as a Sandbox project, the foundation’s entry-level tier for early-stage projects. The CNCF formally accepted the project in late September.</p> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500"><strong>Go deeper:&nbsp;</strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3krN21ntQ9_mkfrN7T2lWXnc1wyW5n-2Ng6rVsZGVq_M633sxCjsW6XgzF02qFK6ZW3TB8N93D-9JvN198pvQ2Jk5vW2-CQzp47nWw4W3LyX522z9mLTW8B8fyq5DZW1XW2gPWc_6FpHvQW8GFYZ96th9NCW7TMc_h4FZp2vW8sHrr67KGdcJVWcfNs6GK8hVW4T5ZZq8180YQW3vMhz38hhbs5W823x-J50PYtlW27Gch023Bqp3W1MZz9t1tZXgHVTm_bd8cVl_3W7Rxv9j4LGWP4W1-Tswn1cj1ngW4Qbgng6r3KKgW6Ffkv71qCp3jW9gLVRl7Y3bk6d5tJTW04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500; color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="SgW8Gz44" target="_blank">Why Nvidia gave OpenShell to the CNCF</a></p> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500"><em>More fresh reads from TNS:</em></p> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500">▹<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mKMflfKPt3Mm-W8cdvvX2dYgzGN6rXXXDL-rfrW2wwH2J8QfD5BW55zyl83M59NnW16Tv267PMjR0W269B-R1V1S2YV5N38s4jR8MmN5sVNQmNsDwqW4QVCz03NFxh0W3bS9ml3hNGSBW6QH3l71jYCQJW9dbZDz1DR8z2W4gL9cv4n187KN53R77FH045WW5K4s0-6hZzXtW67x1mB6Lgp8rW62-4rk19kwV-W3wSPj_6TK5fjW1ZJxmX13z4WfW2RsRrw7H4Z_-W3cm_45851rsyN6gh3p-_h4htW2Zh3qv60L2QtW7_sskZ1H69kbVB805L1MM1vTf3z-0Kx04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500; color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="nnUST6t+" target="_blank">Anthropic’s Claude Fable 5.2 built a shooter in 1 prompt — and it only took 8 hours and $550</a></p> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500">▹<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3pCW679zkt42HWDGW8R_G0x7bzs6XW3JPT1d66vQdPW2wR6nz4MCm1VW4435Dy38M6QrVP6bwl3SF_L1N8Dc-trND-kXW1MwdPp2njfbLW6_n7wK4KDrH-W95WTl57H5QNLN2HcLZGlF2xnN9gk61m1z6d7W1qKXt36BhLcYN4Y_VR9cjPrWW3NLlWW327k4hW1RKx1q9bg0SSW8DrqZ-9bccMNW55rR7X3t-dRYW3BtYjh1P_vQVW4Szbx96NXgLkN8x9XB61zPN7N74gR1wwMDpRW98ltTM3P3013W2pkltv38xzDSW4dXXjf5q6mS_W34hxJm6Qqd2Jf7Gntpz04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500; color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="/HjcGUoK" target="_blank">Developers have been hacking around MCP’s file-upload problem for two years. A fix is taking shape.</a></p> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500">▹<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3m5W62kPYs476NVTVXGzxL5HHMj-W3XPF_l2j_2pmW8ZP4Jm79wkV4W5jkprV9lcsv-W96XJZk2r5DDPW8gPR5p1lDzpbW8nlzvQ66pZqGW1Gp5Bj1mpkyfN1PdF8fQNN7JW8HH0xT8kYDRTW7WYkfh7BSZZGVzRDXf6QnGHYW3KQJV34r67zkW19Tztl8nYh5_W1xw-jZ4hddtlW1X8Fl-1Y2FqkW6mSScR77dVm4W5YfKRV3GMhPLVpmvcD2n6FrxW2vcwDL6Vw3xHW7bDzJH7mDNgmW2rR3lB2vpXcJW4Fp3g23l-NlTW3jcFxR1G4MQ2W8RMWyS12PlfSf1ZH9Mx04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; font-weight:500; color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="NboyQJjZ" target="_blank">Anthropic built a model that beats Opus. It recommends Opus anyway.</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:#142640; 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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mpVFjkvc4GZznsW21mMxM1Nz2n-W3mV0pK2pHMzpW4xtrG87p91JYW2JSGxB1f7dgLW5h13MZ7fnf8_W5tfcTK7P0_TtVsHD_F5FpQbgW1JPnlm3XXsrYW83z42m7rgBzJW4xYlR34l9F-YW2kk9FC4cMYSZW3_tn7j6RsK7QW5n6gZ87zH3RdW1D5j7352t1qwW2rGvCn2r_2XKW6zkzBC1pcZVcW5cxQZ_8Z9qDWW8wncTt72zxkRW1jtJtX8k5b8gW5LDG1m3N7TZlW6Djypy5n0Q10W5lW-lQ4Fd-3RW3CMW5M3hsQYqW5LDJHv8CZq0_W4crB4R2L5WrFf164tVY04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#ff3287; 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: #142640; 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;"> <div style="font-size:12px;margin-bottom:15px;"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#00aff4">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2023/03/[email protected]" 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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3nsW3xGYNk4Xss9CW7vXrf768GpFZW15TmXz2Kdv43W7vGGxF5yqxg0W4dnBLs3CYQhPW1NwqC74W5995W4LgmqH129nbQVr3cxS2GjvqPW60195M4HDYbsV7w5xd458jqGW8Jb-nW1Dr3G9W8QXlFR8G1dQDW7c_KGX5mXJSDW3SkNP92f8y4bW1KkZ-C4nyX4RW7NHVYn6Tt3ptW8n3BKy8QvhS2N3Yw8BG-YW7FW1tqDC-8t3lYVV7wwNK1XD4stW5X3D1-3p7SnJW81wWTP46DqZHf1HN_8H04" style="color:#ff3287; 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="1" data-hs-link-id-v2="oBtpYjot" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/11/7ecb77ed-lion-king-banner-600-x-300-mitigate-rising-hw-cost.jpeg" width="100%" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> Built for What's Next: Containers, VMs, and AI </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Modern container-based applications deserve modern infrastructure that improves hardware utilization and lowers TCO. VMware Cloud Foundation (VCF) runs containers, VMs, and AI together as first-class citizens with better hardware efficiency.</p> <ul style="padding-left:25px; margin-bottom:8px"> <li style="font-size:15px; color:#142640; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">One platform for every workload</li> <li style="font-size:15px; color:#142640; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Fewer servers with better workload density</li> <li style="font-size:15px; color:#142640; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Up to 42% lower server costs with memory tiering</li> </ul> </div> <div style="text-align:center;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3kGW2BmFbW77ZZwwW9fBr5v4V9tXBW1YBcVk5zf6HtW3ryhV454Dc6fW3BM-G18rt7RFVRDcdp8x3VTWW6RJfB_6ZGb0TW31G_7C9gW5jnW61JfBZ6R5qc6W2w9Rh12Y1ldVVQhdjd7S64G_W7cDD3V2k1hpMW6DqFLl8bdt-JVHxhHc4r_gj5N81W1252zBwCW39y8QM1CFC8KVg7S5y8w-GDtW6Vkkyn8ZzwGVW82NvpP8WFby3W7gRcgt5W3MjbW7n1Qsg6_FrfNW6JwSdl3GCTlgdtGxbx04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:12px 30px; text-align:center; font-size:18px; font-weight:700; border-radius:6px; text-decoration:none; background:#ff3287; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="g/SzTFqd" target="_blank">Learn more</a> </div> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> /* Story Description WYSIWYG */ .story-excerpt p, .story-excerpt li { font-size: 15px; color: #142640; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .story-excerpt ul { padding-left: 25px; } .story-excerpt li { margin-bottom: 8px; } .story-excerpt ul { margin-bottom: 8px; } </style> <table class="lead-story 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;"> <h3 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#00aff4; 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">AWS had its agents build a free and open emulator for AWS. They now maintain it, too.</h2> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; font-size:12px; margin-bottom:15px">by <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3k_N61m3RX-W8VCW8KHzFp7rn3T8W7fZ7rP34ZFg9W6pypB08FKdJjN7H6Mn4n6d9nN69g0F5RbNjcW5x9f-b3pv7RbW6P3Qlf3RRRd0W4DtTXl1b3M0NN5B_3Y8LK2h2N8lZS4GMKjNdVptRlm9dWVpvW6K2c8W3THW3jW8Vz_dY6tvz29W6bPFPf8L471BW14lrQY4G4q47W6NDBNd5rRV_MW8p7hzw1CnJ0SV1-B1m6JRh1pW6hd9845pMLZhW1h3-vK7tb3z3N3pLThcw7Y6KVzcHmR5HwngqW3nzkjY2v0cJXN2Fkn3N6rH5lW8LMQdn7xqbJff8ZN09l04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#ff3287" 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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3m8N8wfl6J7jk_0N90tgZljr2WlW2pb3d15XKQJkW4Fjt8f7M4trtW1672lp2TkPy7W6nj42g1tFG-2V1nGdN5zX9-yW4kVLG51ZLw6WN63FGScTrJyvW36zcqQ34SH06W4ZKs3Q3GDQw-W2X6mjG89dNK8W1NV4w35bFZdMW58bbYV1sqmf6W4l94y983SmNqW7yp4RN1CzRMwW1mTgGt8gK-JSW4nSLZG1S-Q6SV4F5xD15tpfpW7D2f3P646LR7N3jryYTSMlmlW1vD_KD7SrySYW3KZzR8684kRWW4fyLhF85_V9dVpQW3R1hgTR_W6cWBkj1vKZYnf4whtM-04" style="color:#ff3287; 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="eRUV1VS7" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/11/ad6fe451-img_5814-1024x768.jpg" width="524" alt="Featured image for: AWS had its agents build a free and open emulator for AWS. They now maintain it, too." style="display: block;width: 100%;height: auto;border: 0;"> </a> <div class="story-excerpt" style="font-size: 15px;color: #142640;margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> AWS Emulator lets developers and coding agents test against AWS locally. No human wrote the code, and AWS won’t take pull requests for it. </p> <p style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> AWS on Wednesday launched an emulator for AWS called AWS Emulator. That, by itself, is interesting and may raise some questions about the future of LocalStack. But what’s maybe most interesting is that the emulator was entirely built by a team of agents and will also be maintained... </p> </div> <div style="text-align:center;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mMW7JC2pq52JBVXN7CQqJ7QS83SW8-sRPG8LyHyzW7VjZQl7gxBDNW7qVCPK4pTL5WVYvH7t8y8WQXN7Rb6lydDv8mW2VkvFH7qtHy8VjC2RF2Fw863W1m_vvw1NHvbqW8wYK7t1Xs5WZW3RJKcV7jdk5KW1wyBsZ1RpmjbVSZFRV8m8SWBW8hvr8k5J8n0hW3Z1L6M9d3WZHW2bqS3Y6xpNRMW1JD1Yf9fSZSbW6clvJg7_D81wW5nCgJT2-6WhQV66L0D79pHtVW77qpdH6cH_-PW2gvLyf2h69VNW8khksy6HswxLW4hBGN113fcm7W3gsMVL934HJWf6G8LBb04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:12px 30px; text-align:center; font-size:18px; font-weight:700; border-radius:6px; text-decoration:none; background:#ff3287; color:#ffffff" align="center" data-hs-link-id="1" data-hs-link-id-v2="VWxNjPE5" target="_blank">Read more</a> </div> </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:#00aff4; padding-bottom:18px; text-transform:uppercase">WHAT ELSE IS NEW?</h2> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3kKW2Rvm4B7W3JXBW2JPmZG1_-lW3W6-c97j7ZCldtW3Swr5K5qT66gVmj2gr2lPBFlW57rD6V6QKsj9N5J1Z9Z5wc_xW8Dj-_C1QYPyyVhg23C5MFZx9W74vN7m4vBhDNN1L171RcZvJ3W2sBKXj288XMSN1YMl_FF8CG9W6srXdG6-5_T7V44h5l5ZN1BMVmJCP942pc54W95bvq-8Ljlz2W8RZ_nH45qNVnW12chKc1sgM2sW6RqRC338rBw0W3l-GFF5q6L6rW1cpxys1lBy9LW3-h-j_3R-pYDW1Rzpf_5Qh6BQW52J-5-8FR8m7W6vqT7H40rn46f2rXyrb04" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="fT3kvhsE" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/11/9c59d8b3-imhaf-maulana-4r2mctrudkm-unsplash-1024x745.jpg" alt="Featured image for: Anthropic built a model that beats Opus. It recommends Opus anyway." width="100" style="max-width:100%;height:auto;"> </a> </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 Agents</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3ncMYTpwyHD_XSW7fMQ6W8yqV-1W7g6wpc1ntXcrW7TDpCV4KDDVhW21StvT8xKQ5XW7GkwBN4YH1ZDW67STfy4GMpBWW44WD867Sb8MqW3lTvW453XzFWW4hTxKh2vym7ZW8WFbpK2BVM3-MS6mLC3c3GMW6RG8_m2kSyjKMsX91zkLmyRW5yWCgR4DMmRnW31r3bd86j-NgVX-JRS725ksLW19fdqR54ZJ03N4YH5mtMVhKnW5L9cWP3dG32-N1vvZzwQTZ1kW73SwJG4t2MHsW8lHYpB2lLQqcW6T93bZ1nLQg3VybSYs5FyCJMW8VnP4C8gVPKsdwzrv804" data-hs-link-id="2" data-hs-link-id-v2="pHGX0n4K" target="_blank">Anthropic built a model that beats Opus. It recommends Opus anyway.</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mmW7qYYKK4FxZvzW5qYczF2_GHR5W97RKPr3k3HJ2W2bGBvL8NJPRlW7YhvzR8-DWFWW7GtmdQ8dq-wFVMn3vc6D08_1W2zJS9y9bgF3cW42c8F38fF0spW6kWWqb6_CwJCW6QqMXS1htfMTVCg9k739kprLW7kFq0F86XNGJW46jMy-6bkt8rN2K2Dy168XTXW1_7SfD2_Zw5cW3X2Vsp4Lnv0kW3rK1BR5tZP8NW30z1qn3qwy_bW3wjl2w93DXzWW3g6Ct98hHsZgW7h48Ws6Q-DC2W3G5vF23NDFsKVqBWCQ7hyR-WVJ8KTv882J-mW6shFfR4-fqjnf4rLc5g04" 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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3kCN4dJ-HJBJnxyW7DGgqB3YGPhJW1YkW8S2wJC2-W38xmf229PQRqW5C-S0D3NGJsCW3PV3cS8S3VMzVFRrQs8MrzgLW1j9JB886PGnyW4wjXGN26gHF4VVY2Ty6Hs_mFW6cM50h4JwVdDW7Jrtw692QhvjW7TfCHl3-X6RcN7jTv2TMfz7LW5tX8ny1S0tY4W3Y5xcB8bTvzRW81j4406bFYCFW2HLmd83snw6FW8sBdMp3XvyxdW73wNz86ktq9kMZQvshtzGfRMtrY16szMNpW4L6VBw5QlVfpW49F5td7chrbpW3Wm_Vv4L85t8W6VVPTr90hYjMf3cGTx804" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="jYIkAE34" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/07/45a2a83b-img_0484-1024x768.jpg" alt="Featured image for: Why Nvidia gave OpenShell to the CNCF" width="100" style="max-width:100%;height:auto;"> </a> </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 Agents</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3m_W3BB8Kt66b_VPW9kFSkl8XsLccW41cBRf7y17wMN5DqdVcZHfWRW219F097t4mhfW1xZs_44M84T1W1jJvHK9fT0p1W98Dq7s5f9mWjW7Hj8XP4Bb66XW92HJKH2nqqJcW8jfTyd7MY7YqW9bmjqn2NWp8cW65L8JD5FHb9pW1Zlp3s5XfwHWW62LxG_7q_XzJW7KpY4g1D1XWQW8Gw-K65gYYJQW8SGH8F6mBk6FN2CSXK8sk92QW8LB1JL3BKJxyN1Gnf8_pnVJDW5417Cj4S9vSxVRjZWb6NH1vLW7Bj1N43LvMY8W2B6JML2Dz-CvW5XxD7l4cVHwFf6xwR6404" data-hs-link-id="2" data-hs-link-id-v2="r0smgtTF" target="_blank">Why Nvidia gave OpenShell to the CNCF</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3pcW6Rbpjy5jTZh9W8Jx4Yl1rHsJvW8XKkY779_5FYW4Xwh_M4hcsm9W9lxnVM2PZ34KW8CQYr02Zz194W5cQM565rDGlfW6wjg9d3Pbn3hW74DrVc1lp2yjW4mQj4m46jkbCW1LBYBQ9lXfqVW6t1WXq2db9BRW5nQhsx1K4T6LVGnr_F1fvq1fW5kT00Y3TPvSxW5G25fy7vJwLLW1pWMjC7fP9ynW5fWxFv1qWW6nN8rL1MkbDz4gN93jq8s-6dWDW3NfFqj8y3pS6W5yjsSQ6SKH9wW5PJrh72tbGD9N1SzNM2dVgbFW3qsdjk3Bqq_nW9c3MLF6Y372sf1HPNtK04" 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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3lRW6Mj_H-4GxfV8W95-0-Z7c6slyW2fWMTV4_q5KWW2CbXLX7v3QqgW6yVrjK1PpzBfVNRX1v8YjqTKW27-k7p1S_fCXW48Q71f38xJpCW1pkLM895WLfVW8dZByY3FHt31N6CrM1qf94yZW4vHbtC1q8h7fN11CbTp79SHKW4Ppt3N11JcXgW7l1dwW5K11WZVzfm5V4cZtVsV3xkxN6QjS7qW62-KSq2_xf9JW6yQ6tw5L-2z8W405s1B2yN2T5W2Nmcdy7gYqQ_W8PhgTy17k-D5f7388WW04" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="0" data-hs-link-id-v2="Y1FZpKsZ" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/11/8b4b3571-tw_md-3036_tr35_paid_600x300.jpg" alt="Image for: Thoughtworks" width="100" style="max-width:100%;height:auto;"> </a> </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">From Our Partner</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3lSW6r0_r47r9L9rW4l0Ckn4km1B_W8-m3vx54z8PBW2XgLZb2Wv7DvVlSTf58wd6GHCJf4LG7nZW21g6CF1ngzbgW6HWwpB7bbrvDW8Lxphg2rSrFBW3Nb3VL5xXnr3W8PdqZH4g00KnW8sW6yy91xMVQW30sktW8yJ2vdW5p18NN8gP7DYMKtPLLXDcKYW5VZ3ct5N4--_W2zNfy193PQgrW5_fKZ54Wv2ncW4rgSrH8X9QrTW2Yt7w41J7ZrrW6W75-k4ZmkGJW6t1l742z9XR2f2MKhW-04" data-hs-link-id="1" data-hs-link-id-v2="yg3iBVR+" target="_blank">Read an opinionated guide to software engineering in 2026</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3lsW1HqBBk6kzM5mW713xYn79byGSW5Ds6jj2nqF0PW6B_XQ24cP1RLW7CBTDV1W21BcW8fXhYC6166VfN3jFrTcqxLRpW6WXKFH2XvHyKW4VM8LW6KP1QMW2Bpnf69gn14rW45zXMg2QQJ8TW3qcSBR80DLMVVXkv0g7k4qJkVM7kYy3XdmZdW63zk915rlKRcW10kPj92ChC5BN7y5FvtZxgKbW2hj3711BnWtdW6psz4p9hkKLQN7fRqVH69DG5W6chb4N5YnCP0W25HVDf5Xm2PWf80wcyg04" data-hs-link-id="2" data-hs-link-id-v2="JZfEGGih" target="_blank"> Thoughtworks </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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3qgz0W8wLKSR6lZ3kqW9d9Hkb2HWL3nW6qfJJQ2NJc5gW3zq8Lp71tnSdW4QZQ227fxg8JW3mW9f242t4NRN3Lq4qbhHHMjW9hqM8W3frhSjW7NCkWw5tQxJlW4vB7z14Dn-NcW6-lYdL4k1HFSW2b6J-n419xmWN37hNy2lq9pyW6syPQf5Cd2ZcW6ScSB98H3_TvN2JSdQdYJkBJW2Sh9C-2rdq6vW4m6cwP1dMvfQW57M3zN6Qb5_vW1TBNXV4BFyNnW31XLRD65XxcDW6HMm-d3yz2kFMDxfSWTCsJFW26lfHr4gPN3vN196pYFFyQ88N19c_jXJV3T8W7zMG8841d2rTW3pWH8C91VqX6W5Xl0c_1CXZS7dcwHNl04" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="0" data-hs-link-id-v2="lFA2rxZV" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/11/c92a967e-flying-object-jzkpjxphomq-unsplash-1024x576.jpg" alt="Featured image for: Expensive accelerators, no workload-level visibility: Introducing Amazon CloudWatch accelerated compute insights" width="100" style="max-width:100%;height:auto;"> </a> </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">Observability</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3qgz0W8wLKSR6lZ3p8W2yG49x23_HDwW31FY_46fVQ1QN7fQBZlNN7NbW7D05Rk7_qbHcW7MgMcK8RSygfVt0LPR9hJZ76MRcDwPrgYsSW7r-1yl8xWKjlW3HGv5F7ffKS1W3c0nh16_kXBxW4LsL3S43hF4rW2K3nQd6MTcljW7h2PkR3_TY5mW2fWT9F1r-BCXW2Lnh591KlSt0W1hKJzC96k5GWW4YF1j72MwlsNW7fPCW01ztwsFW5ZVKpb8hJfrLW1fPq9s1LKcy7N41SvGRBxpsZW1VKxn91tNVc0W3-L8Pt4fxQQxW37_pHR2YWhJcW58Tkhr1vrsGWW3H28HQ9kTx6VW1f7lrR8XMq8sW6mDz8c4SzPTrf12N_ZY04" data-hs-link-id="1" data-hs-link-id-v2="OqumqBB8" target="_blank">Expensive accelerators, no workload-level visibility: Introducing Amazon CloudWatch accelerated compute insights</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mmW3SzbcV2SRBTjW3-wyWN7rSndtN411-mS_TLWPW4jWBDJ2Z-p41W572mm93Q349vW6xQC9l3MQLNZW56m6qV4q30YsN4HWyP3bSJM1W8wrshF2SCR3MW8ldDwV4rjfySW2-wYYs1rtYB6W6LhDvN4tvky0N3cWN-lppbb0W7XQPfh1zQysVW5ThdT54lyrTkW7yT_vm2pCgTWW8sDP6864mYtXN352kltYGtV6VD088Y917ZmcW7-C7D-6sHsc9W11mbJy2W0Y71W62rnd01DRrC6W7f8CTF2Z2NsGVZYVNJ8LsFD_W8HYw7N6JR-jVN8Qsf4w_sPnqf1Rt1DT04" data-hs-link-id="0" data-hs-link-id-v2="ejaSqjMD" target="_blank"> Sabari Sawant </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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mzW90HR1v92x7zRW3rg3-L8Zw7TqW3msPFr1pkTklW7mJL2s7bFbCjW8wX1Fn1_1b9zW40C-Y03W-lVYW178sWp3hKTRbN8BFMNFMb_vRW5_jBBm6dN9_GW2qZvDH45DzWlW22-t413N2ZyFVd39QD4rSK5tW3n4CjH1dBzkMW45WjLQ16Wms6W90r1x38cgrP5W1NBl6V5nZhH8W6F-d322hkYP0N1wj0RqQdDq6W61P3XJ3TvXklN1p9w-pvS5xhW8BWFRQ3hFT1fW2p0kRj6_RF44W6yvZ0H3S0S8nW1zBZQc422rDTW6kmhcM2jP7dVW2Dsx9n6kfKbxf5KbW5204" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="udpF8lPP" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/11/0fa0b84a-risky-ming-6qywiwfpzmu-unsplash-1024x698.jpg" alt="Featured image for: Anthropic’s Claude Fable 5.2 built a shooter in 1 prompt — and it only took 8 hours and $550" width="100" style="max-width:100%;height:auto;"> </a> </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">Vibe Coding</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mVW5QfQBK2Pj90CW8pQZjp8tVnjsVFZsMc4MbQRwW1sDqXR5mBT67W6vRdln8HRFWfW8WH8-X6-BBfSW1MnjRW1Lk2-CW6BG00S5K1FFkW212GWK1sC6GcW2DnnK83GTt6VW2k_SL67HtsXgW42W5lB1lKn1qW7409-92CPLkYN61l1l_QqX_sW5CdCww3lshYpW5jTGCX6jjXT7W5glghY966Xm-W5QMycD7CWrnZW7rgthW6mGG8xW8g-Rkk4_ZrCBW4Y6KB08tcrh3W8pDGQp39p5w8W3dV4hR8hlwZ5W52npPQ6NMK_CW5LFBX58zn4wBW71rW4P69DlMff8NxzDF04" data-hs-link-id="2" data-hs-link-id-v2="s+FdkWV7" target="_blank">Anthropic’s Claude Fable 5.2 built a shooter in 1 prompt — and it only took 8 hours and $550</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3pQW40mvLZ4qpXh5W96g83x3VJxwdW7svqd68X0rkGW3Pr4TV73b09SW19fZjK73DGQXW2wwfKZ59mFp0W8-bNnk4FZv1tW8_S0vb8MkCh1W19gMmz2fTpj4W3sg5Tx5-MhpXW6NKNsm1rDqxGW4-589g7t8gwNVnG1-m4bd1Z7W2P1Cwq3s0JmxW4qYNQd19tJs3W7Z9GPv49Rc8vW6XFJNj2hbWrXW2ThllL6fgBlSW8bYHpW3xMnD5W910rxR38MtndV1W6yf8YSfjXW3ys35r4tQPdgW7sDWsg76wvkbV-vljF6kwNzsW3-GwVV63khjHVmJM3B5v48Dgf4sc_nd04" data-hs-link-id="2" data-hs-link-id-v2="8DYaPFb+" 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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3pYW8WvSB731M9sFW604fVH8SRq_MVm0pSR7--cGyW2pyGbc3Nq6sJW6Nc9Yv4v36xrW6kyJYW6kyXztW88Pg6T7zCKqdW8qpzLv2Q1rR2W6H7zV13Pw84JW6WwF4Z4wHBn8W6KCsgy4j2gZKW8lD3-17xZrTfW1L1T1k3Jt3XdW73jJ6y273dR4VVvSPC1YDzB-W6t1_Qh61Hbj_W5pwc9f29xdGVW8RPhBQ5jLbYqVP1x759j-JZrW35bHq645p3RgW5tKgVv9fkgk9VK1RBJ354FLxW6F_2gm6tpvhZW7gTX9h77j4Y_W7Jwy344Z7LgTW5CdkD11sZjp7f63GNWH04" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="N4bTwTQ+" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/11/b857591d-alex-shuper-ehko-zsjnoi-unsplash-1024x576.jpg" alt="Featured image for: Developers have been hacking around MCP’s file-upload problem for two years. A fix is taking shape." width="100" style="max-width:100%;height:auto;"> </a> </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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3lTW7Sz3KB3JkNtWW6RtdcL1V-TLkW3Lpqvy42BjfrW3v3Zm47TPPN9W80x15r3VzmgVN88jW6-3-ztvW6phFpg48qc3NW8TXtV_7ynWJhW5jjBVF4X8RB_W18RWkB1_w5ygW6Lb0tG2yGXvdW4gW62N3kxG-LW5832zV7YJDyCW9gv75P4BpD2KW1Dmp878FymNSW8Yv7Zr3_gj3QW6vk0294QhjV2N2KrctfvlqsYW7q9rLK8sSh2WN8XzgYWqfZ29MQpyTj7cmQmW66cpCx1LHL4TW20vl0b8tL-VZW8pbjlv59rMswW3q41KR395YSHN6lsS1355fvxf2sdNvC04" data-hs-link-id="2" data-hs-link-id-v2="qH0691Bv" target="_blank">Developers have been hacking around MCP’s file-upload problem for two years. A fix is taking shape.</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mrW1RY3R2875C2YW7xKwZs8dh_b8W9knzf937HJ0XVrYCHl84RCb4W4n-X5y7kRDZbW6DCM9d99PdrkN5FFfz1HT1BMV71jtc7RK9l6W8YtkVd2Jww4qW1XbQmW2ckrLmW5vZQBR1kdh1BW58sx9t5FbYC6VWmVJJ2LnNQdW5rrMq75N-rJFW2wrWjK598K2QW6qzyVl4vc5VwW5dhThC2WBKZPVh53vg3Zs_5wW7FNq111gDpG7W7hnF-_5TQ_n6VYyqB59kJC2gW5yJMRC1BcK3cW23DdzR90GymcW1342Cr3y4m9rW493NFv5gWtq9W3QGf7n7YrJfqf6XW8mg04" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP" target="_blank"> Paul Sawers </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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mPVDjGW-2NM6rQW2pzN3581q_z5N3xkkKK80y_XW6f31dL3wVnXvW4bvlXM43FbSqV8SjWx5qqKXdN6NZxY85_PB-W6G4BLb99dS6GW1DrwkP1srNZ8W4VhcxL49Ms19W4Dp9X92Kc6PsW6_RWYK7fG2twW2zkr229fwYH9W9by5TQ5wJvBRW5bGstT705KJ0W44y8fM2214Q8W2rxppZ2dr0TXW4ql5Zb962HCgW560n8h2XJWM_N3b9Nvz8KBHVVWhwfv3wjTMFW6pbM6M4Dv4HVW1pd8446l9ST3W77SjLd5v1VJPVdMk3y4397vFW4qZgf35m9zK-f3hggW804" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="0" data-hs-link-id-v2="q3l4ARsg" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/11/16ba7ed5-getty-images-8pwk-ctbm2y-unsplash-1024x670.jpg" alt="Featured image for: Why Nitric stopped asking one AI agent to do everything" width="100" style="max-width:100%;height:auto;"> </a> </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 Agents</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3lpW2ms8xZ4cXqrzW1GL8h-7NZNtBW1ylSCn4tlZkfW87pPdy4HR7T7W4S45CN1nNk8lW1yCGZC1YKZ2zW4q4g8k3n7rbQVrbC0V6jMBkQN2tn-LHGcV9CW2JLcv-3CZ5d0W3cJVjL3xYxHwW4W7XF84ftS-hW1Xr07j59-KMbW5NR5tr6St-fMVKSH5x1SqvCQW23plmK21L8hnW76VzHb7Gb6NYW3-Scg93t1-BLW5lt3RH5_Hw2wW8Pfkt06FN8sqW7P3TnQ8zck8PW9m1SqV6MZS0nN36g_X01zhfCW19c4Nh94Gg8hW22Fq8y6GhWLhW90dZSs2GNdV7f75d_1604" data-hs-link-id="1" data-hs-link-id-v2="G3YGDhig" target="_blank">Why Nitric stopped asking one AI agent to do everything</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3qgz0W7lCdLW6lZ3mqW1G0prR8MqqvxVqR-Hv8l7Ry8W5-s8v6954wptW6N9tPT4SqZXpW2Q0nlY3d1x-xW1RGVGZ3MrFwQW2_3FRH3CrrjSW5-qqc01LQKblW2xKX144LGZQNW7Dct8T76DZR3W6lkMXx431NPKW7qpzhh5TYFTnW336xgB6xxdV3W6Kf3914w3frhW5Wq4n21qXhMRW99JtTr4kLYp6W8zDFGV58Hb4cW1vb-265rs9y1VnHGxg1mJqJgW4WLWKQ2JpWf9W445H2763YY8tVStLDp5Rn1bbW4W9tzM3f043BW8rZxcf4xm7rNdL37pz04" data-hs-link-id="0" data-hs-link-id-v2="eEF4cfZj" target="_blank"> Rak Siva </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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3msW3dFBlv5C3LV0W3xZdvJ5-l8QZW4vSj2n3bf30zW8YsTpb5yygkKW6RGTM23grF-3W6jKFN33Gh-RSW8rGwVq5r7sYvW1h64rt1sR9CzW1x5FBw2RCMhLW2HKvg03h8cVgVvLGFW7xSbhWW4XtWlD78qMd_W1DnpJG6N1TVvW2f8DR06k7Wv9W8lW14B6TgxlhW7BryQ37gzfLWW34hP9g4kpD3cM434YbSB3hRW9j6s8Z5MtYxsN4FtRTlVh-ppW8g8Lkv1-tS4wW3W7rF11v1b17W7dWGLJ6h2nKmW2nwhgR4xgm33W2vqw2F66tFpgW4xWm9v5gYSFdf8hBtcl04" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="0" data-hs-link-id-v2="rrkipJfu" target="_blank"> <img src="https://cdn.thenewstack.io/media/2025/12/8d3fb16d-network-1024x576.jpg" alt="Featured image for: CoreWeave tests AI integrations on its cloud before you migrate" width="100" style="max-width:100%;height:auto;"> </a> </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 Infrastructure</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mWW1xXvmg8WqgzGN5VKk5kNmm62N8ZnMVfgZflSW3lXzhk4hD_0fW9fNLyj7C8JKTW76t09m1Zc2r0W7wlLPX2d8FRcW6xFC_y57JJ1gW5-ll1V6-rLPXW7n1Zcx8Z1KzgW1C9Vjc940YCJW4lgrHK2lYpfrW6vcxxQ1g69B0W1xS8HP7FLqJLW8wqQ4m1vHmT6W3wbZMC56HKr7W7hgMZ_32myt0W5-cnjv3ZHbvmW4J1zjQ71ksWGW2kqj958Tv1_zW3RhkMR7SWQwfW1MYYz4931J3HW7T3v911SpJmpN2tQZlF1jv-jW4B1m4F1l_L4JW8lxDNT6FHXrMf2zpzSY04" data-hs-link-id="1" data-hs-link-id-v2="bpa/MbpU" target="_blank">CoreWeave tests AI integrations on its cloud before you migrate</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3nRW5W0bxz2CTlpQW2mxfD378KnxxW8DX8-g90XH9SVD6vg170Z2zxW4Vcf_f8pQyz0W7hKzzX9kKwY-W8JsBKx4C10-XW4lK1ps95pRTNW9d8Rz985P-fhW7J3twj948PvqW8-LV918zM6CQVg4jZc1tZ_qxN8HMxQxTMmJYW3852N622lV-MW89WFBz8ML-TLW6XqDKj1FHHm_W5y6Nxd3FfKdQW7TDls47tk_qyW6xm5Lc7RnmsMN261XS09hS3JW3fQDWj6PZqhdN6mnLP_L4QC3W2lYDBl4MK-L9W8jPrkc6TCzVSW4F0F5Q92Fg7mV5F4X62j7_8Sf7R1cFj04" data-hs-link-id="0" data-hs-link-id-v2="gSH7dC59" target="_blank"> Seann Gardiner </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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3qgz0W8wLKSR6lZ3k-W8Cws-n8BdFylN7Bn1g3v5xb0W5k03t962rQ7jW13K-7V584xG1W9drmyP4qZSB7W42_LPt6vSr7FW92x-kS5h8fS3W2pS3hz7S_DjlMqSVJqJbG0GW4h-lJT87-BsQW2hT2p73-cRxMV_Czpc6TZXtRW6_HW1B7PjGgQN96LVtKsdH-rW2Gw1Ft3TdWRwW2FjQZb4nFmFFW6r-vjs8PX7qzW3zFGT021NkL3W39hmJG2PSdFdW6mjPfq1kw8MPW5JN9Tn2zmCT5VLJVnV379DSVW4tMDb58HY9JHW6yLgcn5p2pdxW1HLnMJ6nJKL2W5Q_XFZ1Y__77W5bDw8y79MNqsN8vl-73hjbZ3f68khTs04" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="0" data-hs-link-id-v2="Gx7j5Hj0" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/03/21bf8ca8-screenshot-2026-03-27-at-12.21.10-1024x670.png" alt="Featured image for: Anthropic wants Claude to be the front end for your entire enterprise app stack" width="100" style="max-width:100%;height:auto;"> </a> </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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3qgz0W8wLKSR6lZ3kZW2Y5PxB2-Xg5fW8QT_pN36Vb4TW80JMPQ6YHfGtW4tHztm8L3RdMW471qSW2361WWW4lWb195fGNnWN6ydzjZHzm-RW7G23y_8h8JH8W89rk5p62VMMfW4T_-PX2jRWR4W5CMCwX35sSkGV1Qb4_2x6Xd-W6RhLmm1zQj2FW96KFCC5F-wKCW1lWkRk6mJd-wW1zBw0-7mLrbCW11P1G-1QSmjrN1hxg0_PyRcSW2KM0k37CLwsyN212XZD1ZgngW34SjDd7Jt370W6Y8Ffl8xCj5zW68d2tY6JVHgSVqrmzS4r1FbsW6XTGD88xMFXMN44hyjfJJdNHW7bMctY8lXK_SW9cjvn141G7TYf7VjqhT04" data-hs-link-id="1" data-hs-link-id-v2="amypvsSs" target="_blank">Anthropic wants Claude to be the front end for your entire enterprise app stack</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; 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:#ff3287; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3qgz0W7Y8-PT6lZ3mFW65ft858MtGNJW3Mb_ph48zb5XVh5j0j2m4SvGW5-x3M84FpvkLW7qWbXd5RcD43N7Sm1w1jg_zWW326S9g2pXg1_W74kQGc122c8jW7XwpMq3PX2BGV_BnnB4l_JCnN8yLjY01sDDkW5pk0NL5gYXhBW4y7NpL3y-28LW3cdq4X36QpMXVM2rk87xgG_GW7MpwQc4ZhC3rW5Txk291G-K1lW2M5M9q2JSP_6W8GBXPT85clLfN1hxmTsM0bYhW6Y9Tx58K1Z0FN8bjPrXFWYH9W7wNYtt8L5cLYN5dwzltzt6T5VtmR6z3zDv4yW7d83Ch5LjQxsf7h_ftz04" data-hs-link-id="3" data-hs-link-id-v2="GVObPKwH" target="_blank"> Amanda Caswell </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:#00aff4">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2026/02/[email protected]" 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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3mfW4mdtrN1GzmjVW2y0F982_VCRRW31xY6-15Y6SqW9lqnX42Sw7_2W6SFDVL6s1FRQW7grHxP1gnxbSN3sHNsYnTsh4VSyYL_8Cc1f9N6MYwBGpD5bKW2tVpXJ8LQYn7W40VYwx29bLz2W1hz29g1wdBgPW6wkGYz8PBHw3W7QSRrB6Cfg0DW6x5Tll8FDTdbW8YD6Cy2V4chNW6t0_n993TQgmW6w_5Y88D2jGbN6WnZ3p7tltYW4Zh9F-5kySs8W7lq0dG7dGgcSW2rvzwW6stTSRf6y8Kz404" style="color:#ff3287; 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="WaR1tNIv" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/06/dd156c08-mate-horizontal-1200x600-2.png" width="100%" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> Is your SOC designed for AI scale attacks?&nbsp; </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p data-pm-slice="1 3 []" style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Mate’s agentic Security Operations Platform investigates every alert with full business context, scaling your team to machine speed.</p> <div data-asana-list=""> <ul style="padding-left:25px; margin-bottom:8px"> <li class="ProsemirrorEditor-listItem" data-list-indent="1" data-list-type="bulleted" style="font-size:15px; color:#142640; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Closes up to 85% of false positives automatically</li> <li class="ProsemirrorEditor-listItem" data-list-indent="1" data-list-type="bulleted" style="font-size:15px; color:#142640; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Cuts investigation time to minutes, not hours</li> <li class="ProsemirrorEditor-listItem" data-list-indent="1" data-list-type="bulleted" style="font-size:15px; color:#142640; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Runs on a live Security Context Graph of your org</li> <li class="ProsemirrorEditor-listItem" data-list-indent="1" data-list-type="bulleted" style="font-size:15px; color:#142640; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Backed by $35M in new funding to scale the platform</li> </ul> </div> </div> <div style="text-align:center;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3qgz0W6N1vHY6lZ3kXW3dkdMC424FdQN3yNGd0KxfyTVNPsP474-6mNW8rTGTF7cLfh2w1F4Xcx6GGW7d_t487XY7w8W8bBHKx7rnVvgW7K8Z1l5yFF0FN30QHD4wjsX8N7fjl744t4S_W2y37MK6BNtSDW3J7P3y7tSqT1N7s6CBfHK80SW66QcyB7gQw3lW2XLcD42ch43HW17G_Vv6rqhNWN6kkSg86jjpyW5Ls9vd1hM1SnW1wkyDM4YkdPdN2VjcSQ30CjcW8qJSs_2kVmTtW13J68H7W_lFGdNNdT-04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:12px 30px; text-align:center; font-size:18px; font-weight:700; border-radius:6px; text-decoration:none; background:#ff3287; color:#ffffff" align="center" data-hs-link-id="1" data-hs-link-id-v2="eHE3dSYK" target="_blank">See Mate in action</a> </div> </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:#00aff4; 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">WEBINAR</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3hCZYW8wLKSR6lZ3pcW758C8P1n4gGqW4DBYDP7S9Y75W4trCRn19nCzhW1WtSZv3Z2fDrW2D-24d1JwWdPW6qknhV5rvB3qV2wwsW1FkVSkW6W3YcP4mwD2SW1sVK3g61sJspW977rCK3QQpR-W4wc9Vp7RSWlFW55sGBm9hR4JSW3Jtt_z5Jtw2tW56t9H45nBBVzV-HBRj31vhryW7tmRBw8QMT2jW4MkpnF7M93YqW45ZlCb2zvjXRW7JX-jt1gXXDHN5tc3NztXHlmW8pM7CH8yqCQvW8Wx0QB4VqR7WW9k-V2w6VC4qJW5P5HX25YQCfcW8kG0kc24LmyLW75My_N1TJwF2W46V07J3B6D1YW1S1Mkm3fNQqXf2xHdcz04" data-hs-link-id="0" data-hs-link-id-v2="iUJXp7P8" target="_blank"> From writing tests to verifying outcomes: who tests the code your AI agents write? </a> </div> <div style="padding: 8px 0;"> <p style="color:#142640; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> AI assistants have sped up how fast teams ship code, but test writing still moves at human speed. Scripted tests break every time a workflow changes, and AI features that respond each time make the suite flaky in different ways. So who's testing the code your AI agents write? Catch the replay to find out! </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#ff3287; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3hCZYW8wLKSR6lZ3k_W5dXZMg2sTYc3W6-0YQh9ksKNlW3M1mHm2D7sWCW2x6cRJ3jR_yNW8sm2X-3GKvhbW5h7Fsy51fvhwW1vVZL34zfL4PW3z-Tvb6j-RKMW5GQgNx61HlZtW1FTm6f3kJcFxW8pjbrY89Y9g1W6LBvVH3WJclQW45Ys8K7FtstBW4jtpgc772mgdW8PHGtQ6z1PdtTF3JD6HnPv0VD5Yz44PW1QbW4JK2qL9gbLT7W8dryK36TrpZzW9cxL9N6z0DH7W4FGvh81WSt-DW81y6Bv2qjLzNW8mlpjx25L__5W23YHt528yNsyW5F7tXR6ClMrHW6lsvHQ1YfpwhW2Jw2Qr5xD7ZzW1wR0Gj23_TXXf8TtBBF04" data-hs-link-id="1" data-hs-link-id-v2="10ISO8Vu" target="_blank"> Watch on-demand </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">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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0z3hCZYW95jsWP6lZ3nWW3Jgn-452qQrZW5cRDGL7l0vQWW3fVrvN71p5NjVPTb3K7TppvJVRYWWv7YJ5FpW3LQc5j3VNcgrW7bRKzt1TPYBRW62w64h2PR7ZPW9c0SlN8kL2_mW5p_bLf94cX6ZVn6ml51lhKR1VbX9CR7gtNfXW7Xynrq7b68vTW7kfJTv2x0y0LW969VP95SSv1CVVwx9H74C5L8VqbFmd3sgSk5W1STmQx14yV2RW4Pb38M4HRr0MW2ctMCH4HyBFrW1Kxzht3ZvW8ZW8lsZ7r8-9Q2PW4Y88688FcWtgVHgn2l22rx1tW5Dhz2N4ltRpMW8lnlL66nZJh6W6rFfGY3S-QmWW73n2xr6ZqR0vW1dGSBG2jn2DcW1Fnvrr1X-Q8VdMXc2W04" data-hs-link-id="0" data-hs-link-id-v2="Jkn3/T0p" target="_blank"> Towards Data Science just made publishing more rewarding </a> </div> <div style="padding: 8px 0;"> <p style="color:#142640; 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:#ff3287; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0z3hCZYW95jsWP6lZ3m6VjMdq_3C2BgyW5tfQ8P73Gs-RW3zBQvl4Fw1DZW52-tYq1SjmQnVn24ZQ8GmzD8W3xLT7L7Y_SZzVX5Ldt5w-_1pW6S80vl2Vt53dW4j0ffg6cxsQZW1QvGkW9l4dxKW2Ywc9W39_xzxW4djxPC3xc5C7W12mFdl15Vwp2W2NRWTV7lG6rdN4fjc-Dfc3mgW6fB0rn95--1vN57SC0xK3VKBW497vzs5lgqvyW6Vs2Z96gZtwLW3d7CTV3S6xfvV8T-cx3prpNfW8P_kRg8VDld3W4JcFX95-YrPGW2Z91c751-3wkW5q0zh17vCZqCW97Lsr22QGqczV39Kdc6Xg9xSW72n_K_39bmr_W5KG-qp1GHwz2W1fns3b8bqz4Sf5Mc1yq04" data-hs-link-id="1" data-hs-link-id-v2="EN0sPvkY" target="_blank"> Publish on TDS </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">CLOUD</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/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3hCZYW7lCdLW6lZ3n2W8PzwDb7ZlWdxW38c0Fz1ZXZ6tV_m50j1RJqWWF3KBPbGvNpKW3MnBXq6lnBdCW3_DWkf1JbGjjW56l_hP5FbkB2W2682Rj1jh3vBW8QK3Ss7VhH9vVWz8Hx23HZPnW4FGxfj2qn7CQW5stNYm22M7kGN9lG9qKR5NSfW2_2PRn5G3_TyW2rBTPf7qXrstW6Rl2HP5-YC-FW4JSmfc6h2V9fW2903tR2Pf3BwW7-S0hz7x4hqpW3q5VpN47_ThGVr_Xbl6vfYnrW7WVJ885yh3H8W6-rRd14pfZ26W6CJXC_3kdGBpf5lZqH804" data-hs-link-id="0" data-hs-link-id-v2="lPa4okLD" target="_blank"> Shielding the patch gap: The exploit doesn’t wait for Patch Tuesday </a> </div> <div style="padding: 8px 0;"> <p style="color:#142640; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> AI-accelerated exploits outpace patch cycles. Discover how eBPF runtime shielding protects cloud-native workloads across the patch gap. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#ff3287; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3hCZYW7lCdLW6lZ3lLW93sPm918sgBWW5HTsjW5b5tYPW6v2BB72R4NB2W5wHz8P1q_VvmVQ1zLK4JdZ8-W80MPT537FMbLN1Y0tL56P6NGW2QLtk86NN71bW2dSvtF4sCY2dW1jjV2H2y6wRqW9bvscl4PJXRVW31ztgY5ttLTyW1VdPlQ4t3xYxW3MCZS24t3qpsN4ln3YmBzXB8Vr99W_31hc3CW2qjqW08Xw-mWN4QNd-9wMJV8W5sw0K66Q36jlW6BbVvb1vQtb2N6bknnCNTYZgW8WbRjY4HPxLXW3BzdWF8VMhTkVlq1Vg978xxJf7XKhZF04" data-hs-link-id="1" data-hs-link-id-v2="B+5r0KL9" target="_blank"> Read the article </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; 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                                    Plus, AWS had its agents build a free and open emulator for AWS. They now maintain it, too.

View In Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_45m_5PW69t95C6lZ3kvW386Y8392CdCJW75pytd43nBCmW3tY-7Z1-dH3jW4vYSNV3VBrw6W68y6_B2-NrGXW7h5rhw2R5YMtW1zw_JG2PvWTKW3Nh0h37mKLvdW40_xHp1tBWKJW57fFyg11Xcs7W8tdmnj6v9hc6W74hvcQ3qS34NVKN7nB2dPvK5W11GPx81fR1VNN3xqKpV6359sW49m0hC15VT9GW5q_ZBM17tdVRW8F_-T680CKMRW53cX2x4vR723N5gh5rX5xKMWW2ZRFpp6NDR_8W67N70N7zMk7WW85M7zt3Wh8DWW1Gc88H12V1nHVlBwhV5StFvBW79gcMN2fZdk3W4wfBQm4dgvn0W1p5gBl5424vgW3gr9RK1QC2WgN1Wck3p8LRgHW7NQpy56vLCCLW5GqM7L97ZhWBW5Yb4m47xnrC1N9gTNMQpBQL4W2995-n3k-z8rW7hchSp49pMHJf77XQSg04 )

The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3prCCW6N1vHY6lZ3mDW3k0Ky_2VnCMJW1VsLRX3v0B5rW8x47_l104b1jW54R5Hs8BgbFqVp6HXb6kyP8jW4LN0hL7H2cGwW3NFCcH4G_kgBW4kF5WV9bjvmrW6BvQyD80DHlYW7hnSM_7dG--gW9fQr-V4_GD50W1kmfKr8mcKhnW42X_dM94gMD3W5dYjBK55W1gsW8bSjjQ6XThg7W4_gGQj1KrxJxW5L6zBW38XVJ5W1NV40j4WqhykN12NymbdJP53W43Vm1K2r08k-W1d4GWK5ksvj1N6v5x_X4P4WYf8D5-mK04 )

November 12, 2026

Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3prCCW6N1vHY6lZ3pgW8dX_0X3spBh7W5Rmc5T8SlwG5W6LK_Sw6q0y45W30_HvS3hD_WsW5fQH6k32gNf3W1mCtl18gmQKFW7Q8VWK550MF7W166Dll1cbRTMW97Lw396-_t35W42KG4L6Bp8bpN4Xrhx0VG322W4bNYJj2WBhctN4rMZb2yZS5WMMrSYL-2sCsW89lw6V1VQ-S1W8CXdXT7vS3hgVSYwfg8RY-xlVG3PTW1FMfGNN7b94Y_8YxWyW2T3YPv3X7CWgW56ZqmR7xntXSW6L3ph561hs7Gd1hmgM04 )

Nvidia shells out for safer AI agents

Nvidia this week donated OpenShell, its open-source runtime for securing and governing AI agents, to the Cloud Native Computing Foundation. The teams that run it in production already work with Kubernetes and the CNCF’s other projects, says Ali Golshan, Nvidia’s senior director of AI software, who leads the project.

The company announced the move on Tuesday at KubeCon + CloudNativeCon North America in Salt Lake City. OpenShell, which Nvidia launched at its GTC conference in March, joins the CNCF as a Sandbox project, the foundation’s entry-level tier for early-stage projects. The CNCF formally accepted the project in late September.

Go deeper: Why Nvidia gave OpenShell to the CNCF (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3n8W1BtfHB7kCNGdW82DqJt4XMKsyW5h00qp1hkVpzW4nmKxY5plqxcW19Lx7y2t3d9pW2Kl2HB3CcSZ3W4YMTLm7HK5PLW2CPM0N3wLQNbW2rmrRy6R9DRSW2mP_R135p2CJW8j6n6333VVTLW19X9NG8xD1xGW3qKFNx2F5WV-W1D2v4g7D5JdKVygh6F5cMCxLW7xDJ5p30vtP5W8Nj3Zg16D1rVV9XG6D3DjhPkW5qRcBv2krRkSW7WZrhv6cN4D6W41ws0B54600hW3nqZXz1tcGGWW27Qx_B7D-rS_W6vxq9J76RhnPW21rxqp1S3fVHW7c7SC_3KnNvXdd8PgH04 )

More fresh reads from TNS:

▹Anthropic’s Claude Fable 5.2 built a shooter in 1 prompt — and it only took 8 hours and $550 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3lTW2kSFcw3r3kcqW956RYR75sXg2N4jVpPXyNmpsW18J70v2VvMk1W2z5T091xVW_-W7xnr3L8-0f3gW6z-S-n8Wbk0QW8KhhLT3TGhn9W5DQrv982w-sfW5Y3KWX83rq1ZW4xXC9k7tnQVYW4MlzXp7k2jxKV-g41M5hylx4N2Vbl9Z5wz7dW7Ts4QK2nBhYMW5Gw5Zf8t554TV17d0f4jL1RpW1b7xMd8rTpHBN7F7PhJ2wCVHW5ttvcD750x4-W2352QS8FXxDtW987_gf5yxpXCW5yCM4G922tgHW1c4Jb17d1SKxf1Y1V4-04 )

▹Developers have been hacking around MCP’s file-upload problem for two years. A fix is taking shape. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nHW3b3gCc6kK0pnW4xLKvq3h-GhdW4qZ8mT3W6JmPW3HThDm7VfKqBW5jlc0v4TwHPbW24Vctv8frP-GW4wlXbT3RwYgsW1m2FDS1Pkfn_W7hGt6D8tVwczW7Yzn-k2pM9z2W636LMB3KF8wWW59x8n2423M9DW4F4dQf2g79MSW5px_B13tRcBnW1RggJV51qHHjW7c5z888mh4rHW3SN3045Yv-FQW4gFD0X6Br5nqW8t9lVN85tFYMW2Rrs664_0l_yW5q9LQY6W3zV0VGNfH358R5gwW1rdgdN6zFrCpW2Z73gr5qJlFMf1D3bnM04 )

▹Anthropic built a model that beats Opus. It recommends Opus anyway. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3mTW2cDgRf7Fv2qQW2vrZ8r1YW9nCN6t0BKLRk8dLW5g7dYL800zV_W28ZKbX8s3R44W3FmXP36Zp1BWW28X_rn8wLbFCMqqgjbj_xHxW5R7yQ_8f8kgGW7q8GYN8LmTfBW7w8hFs2n-TXQW8Bvkrl15pwgWV5l7RW3M5V-4N5BsJ5r7pPpBVyxJlQ8Lyh9FW3b_Stk4gBNT2W5n3Ppy7JmbMfVFC05b5Hxz6sW2l9hfl8r2fJFW4Km3ZQ89-BzQW5fwGwM3dSZzLW45bPHh5Vrm7sW8kQG0Y35GlP0W76ZzCV5wsKhKf97GlwT04 )

by  Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nDW5f-DCq2Rb-sbW1msfDF7v8K_qW3blT0c4FXYgTW7fVPYp4YvhNJW6T40x04FVp92W6kY_Cm1wwBM1W8sdFSX3-gbdgW2cb20g4_wp20W3V0zm77bQVsRN95dKRlDkfYwW34cfLB33x8hWW8f0SHy2Tw6WzW2zr1jw1_yHsqW4NMQfQ1M4B4xW158tYX2Q6nDvVYttQ613T2crW3pV5mT2fNkCtVV5qBD8gGCg9W5Vbz6s7QYByvN1y5TLJm_y0SW8C9qpW1q_gtPW1GTPbH20j5qLW3ltt8r9csZzKVMvy4D2Ls0T3f7HB8mq04 )

FROM OUR PARTNER

Built for What's Next: Containers, VMs, and AI

Modern container-based applications deserve modern infrastructure that improves hardware utilization and lowers TCO. VMware Cloud Foundation (VCF) runs containers, VMs, and AI together as first-class citizens with better hardware efficiency.
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Learn more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3prCCW6N1vHY6lZ3pgW8dX_0X3spBh7W5Rmc5T8SlwG5W6LK_Sw6q0y45W30_HvS3hD_WsW5fQH6k32gNf3W1mCtl18gmQKFW7Q8VWK550MF7W166Dll1cbRTMW97Lw396-_t35W42KG4L6Bp8bpN4Xrhx0VG322W4bNYJj2WBhctN4rMZb2yZS5WMMrSYL-2sCsW89lw6V1VQ-S1W8CXdXT7vS3hgVSYwfg8RY-xlVG3PTW1FMfGNN7b94Y_8YxWyW2T3YPv3X7CWgW56ZqmR7xntXSW6L3ph561hs7Gd1hmgM04 )

TOP OF THE STACK

AWS had its agents build a free and open emulator for AWS. They now maintain it, too.

by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3lcW51Zv-L1s0yR2W8PGNYb4n01RzW9b5StR4kcfnlW8lCnjG4QwmpdW2mzf2V7yYtXbW5-h4T75NSQ5BW5bBJcR287hYfN47114l6Fq-3W2VvkN894hx7zW8sH0dH1Gq71tW6YxBs07ZjHV3W18kRqb1bHLW4VrYMjs7MrqBNW3_PNLb52Q0NkW3qHcp11zpw9fW6CM36h451DytW8rDvf31h19hzW2jCDny4D3NR2VTs-vv7s3d4mN34F35QPgF16W7R9qS17LvxH1W79F5GW6LWd49W7QmTZl4BZrwXW4-1Rbs2LK0j9f7fskBF04 )
Featured image for: AWS had its agents build a free and open emulator for AWS. They now maintain it, too. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nBN2bH6TrR1QMtN5m9qshVPyhMN9h7CHMgrZ1bV86NQb6VJ0CvW1znH3q6fxtRtN28NJw1yz2sXW54Lwkp913hqlW5N2Z6t1L_zdzW894jB54-JD0YMWYZyh-8GJ0W8gyzLQ1lS60WW13x09D5nZc2jW71Q9zQ5qMz3yW9fy06s3fxZG5W6pwbcz6n9926W78Jbc76V9XmRN2hWh3bGnnsQW3VmX8W1QRfz2W1CrGyT4yjnFWW1qRG9l7JNYnjN23MjH8Z8SPJW2hyhYT7pp98TW1RRh3y1mddzmW1rrcL41xVSNLf9064S204 )

AWS Emulator lets developers and coding agents test against AWS locally. No human wrote the code, and AWS won’t take pull requests for it.

AWS on Wednesday launched an emulator for AWS called AWS Emulator. That, by itself, is interesting and may raise some questions about the future of LocalStack. But what’s maybe most interesting is that the emulator was entirely built by a team of agents and will also be maintained...

Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nBN2bH6TrR1QMtN5m9qshVPyhMN9h7CHMgrZ1bV86NQb6VJ0CvW1znH3q6fxtRtN28NJw1yz2sXW54Lwkp913hqlW5N2Z6t1L_zdzW894jB54-JD0YMWYZyh-8GJ0W8gyzLQ1lS60WW13x09D5nZc2jW71Q9zQ5qMz3yW9fy06s3fxZG5W6pwbcz6n9926W78Jbc76V9XmRN2hWh3bGnnsQW3VmX8W1QRfz2W1CrGyT4yjnFWW1qRG9l7JNYnjN23MjH8Z8SPJW2hyhYT7pp98TW1RRh3y1mddzmW1rrcL41xVSNLf9064S204 )

WHAT ELSE IS NEW?

Featured image for: Anthropic built a model that beats Opus. It recommends Opus anyway. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3mTW2cDgRf7Fv2qQW2vrZ8r1YW9nCN6t0BKLRk8dLW5g7dYL800zV_W28ZKbX8s3R44W3FmXP36Zp1BWW28X_rn8wLbFCMqqgjbj_xHxW5R7yQ_8f8kgGW7q8GYN8LmTfBW7w8hFs2n-TXQW8Bvkrl15pwgWV5l7RW3M5V-4N5BsJ5r7pPpBVyxJlQ8Lyh9FW3b_Stk4gBNT2W5n3Ppy7JmbMfVFC05b5Hxz6sW2l9hfl8r2fJFW4Km3ZQ89-BzQW5fwGwM3dSZzLW45bPHh5Vrm7sW8kQG0Y35GlP0W76ZzCV5wsKhKf97GlwT04 )
AI Agents

Anthropic built a model that beats Opus. It recommends Opus anyway. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3mTW2cDgRf7Fv2qQW2vrZ8r1YW9nCN6t0BKLRk8dLW5g7dYL800zV_W28ZKbX8s3R44W3FmXP36Zp1BWW28X_rn8wLbFCMqqgjbj_xHxW5R7yQ_8f8kgGW7q8GYN8LmTfBW7w8hFs2n-TXQW8Bvkrl15pwgWV5l7RW3M5V-4N5BsJ5r7pPpBVyxJlQ8Lyh9FW3b_Stk4gBNT2W5n3Ppy7JmbMfVFC05b5Hxz6sW2l9hfl8r2fJFW4Km3ZQ89-BzQW5fwGwM3dSZzLW45bPHh5Vrm7sW8kQG0Y35GlP0W76ZzCV5wsKhKf97GlwT04 )

by  Amanda Caswell  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nDW5f-DCq2Rb-sbW1msfDF7v8K_qW3blT0c4FXYgTW7fVPYp4YvhNJW6T40x04FVp92W6kY_Cm1wwBM1W8sdFSX3-gbdgW2cb20g4_wp20W3V0zm77bQVsRN95dKRlDkfYwW34cfLB33x8hWW8f0SHy2Tw6WzW2zr1jw1_yHsqW4NMQfQ1M4B4xW158tYX2Q6nDvVYttQ613T2crW3pV5mT2fNkCtVV5qBD8gGCg9W5Vbz6s7QYByvN1y5TLJm_y0SW8C9qpW1q_gtPW1GTPbH20j5qLW3ltt8r9csZzKVMvy4D2Ls0T3f7HB8mq04 )

Featured image for: Why Nvidia gave OpenShell to the CNCF (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3n8W1BtfHB7kCNGdW82DqJt4XMKsyW5h00qp1hkVpzW4nmKxY5plqxcW19Lx7y2t3d9pW2Kl2HB3CcSZ3W4YMTLm7HK5PLW2CPM0N3wLQNbW2rmrRy6R9DRSW2mP_R135p2CJW8j6n6333VVTLW19X9NG8xD1xGW3qKFNx2F5WV-W1D2v4g7D5JdKVygh6F5cMCxLW7xDJ5p30vtP5W8Nj3Zg16D1rVV9XG6D3DjhPkW5qRcBv2krRkSW7WZrhv6cN4D6W41ws0B54600hW3nqZXz1tcGGWW27Qx_B7D-rS_W6vxq9J76RhnPW21rxqp1S3fVHW7c7SC_3KnNvXdd8PgH04 )
AI Agents

Why Nvidia gave OpenShell to the CNCF (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3n8W1BtfHB7kCNGdW82DqJt4XMKsyW5h00qp1hkVpzW4nmKxY5plqxcW19Lx7y2t3d9pW2Kl2HB3CcSZ3W4YMTLm7HK5PLW2CPM0N3wLQNbW2rmrRy6R9DRSW2mP_R135p2CJW8j6n6333VVTLW19X9NG8xD1xGW3qKFNx2F5WV-W1D2v4g7D5JdKVygh6F5cMCxLW7xDJ5p30vtP5W8Nj3Zg16D1rVV9XG6D3DjhPkW5qRcBv2krRkSW7WZrhv6cN4D6W41ws0B54600hW3nqZXz1tcGGWW27Qx_B7D-rS_W6vxq9J76RhnPW21rxqp1S3fVHW7c7SC_3KnNvXdd8PgH04 )

by  Frederic Lardinois  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3lcW51Zv-L1s0yR2W8PGNYb4n01RzW9b5StR4kcfnlW8lCnjG4QwmpdW2mzf2V7yYtXbW5-h4T75NSQ5BW5bBJcR287hYfN47114l6Fq-3W2VvkN894hx7zW8sH0dH1Gq71tW6YxBs07ZjHV3W18kRqb1bHLW4VrYMjs7MrqBNW3_PNLb52Q0NkW3qHcp11zpw9fW6CM36h451DytW8rDvf31h19hzW2jCDny4D3NR2VTs-vv7s3d4mN34F35QPgF16W7R9qS17LvxH1W79F5GW6LWd49W7QmTZl4BZrwXW4-1Rbs2LK0j9f7fskBF04 )

Image for: Thoughtworks (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3prCCW6N1vHY6lZ3lyW1mMW7x19pBMTF6Vdt3j6jS9W7RWtqr4xztrDW2WdlNB1_TTSYN1pWdzB94XNPW1_xSwn5QhD7nW68jgKw8xQ4G9MpkSxg5kQMjN8hshN-jQRNvW2PlLqq96ksn2W1M0QmK55QqvNW2-bb9x6z-NK3W1BTL1f5zLgZ6W4kRy_k1ZY2Z5W9c-k_53nQh8RN1PqQ9mQYk3WW5BMwYl4LYDdBW3Gmmh-7RJ67CW1s9hLg6sC_T4W2bhzrb7Dmhk9W9c3H887TWSQcW3wK96S2NqkDRf5zy4D204 )
From Our Partner

Read an opinionated guide to software engineering in 2026 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3prCCW6N1vHY6lZ3lyW1mMW7x19pBMTF6Vdt3j6jS9W7RWtqr4xztrDW2WdlNB1_TTSYN1pWdzB94XNPW1_xSwn5QhD7nW68jgKw8xQ4G9MpkSxg5kQMjN8hshN-jQRNvW2PlLqq96ksn2W1M0QmK55QqvNW2-bb9x6z-NK3W1BTL1f5zLgZ6W4kRy_k1ZY2Z5W9c-k_53nQh8RN1PqQ9mQYk3WW5BMwYl4LYDdBW3Gmmh-7RJ67CW1s9hLg6sC_T4W2bhzrb7Dmhk9W9c3H887TWSQcW3wK96S2NqkDRf5zy4D204 )

by  Thoughtworks  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3prCCW6N1vHY6lZ3lyW1mMW7x19pBMTF6Vdt3j6jS9W7RWtqr4xztrDW2WdlNB1_TTSYN1pWdzB94XNPW1_xSwn5QhD7nW68jgKw8xQ4G9MpkSxg5kQMjN8hshN-jQRNvW2PlLqq96ksn2W1M0QmK55QqvNW2-bb9x6z-NK3W1BTL1f5zLgZ6W4kRy_k1ZY2Z5W9c-k_53nQh8RN1PqQ9mQYk3WW5BMwYl4LYDdBW3Gmmh-7RJ67CW1s9hLg6sC_T4W2bhzrb7Dmhk9W9c3H887TWSQcW3wK96S2NqkDRf5zy4D204 )

Featured image for: Expensive accelerators, no workload-level visibility: Introducing Amazon CloudWatch accelerated compute insights (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3nbW6MjcrH4_NFpFW79Z85953cWG9W3TSrlw8Lr3hmW8y2tSG8GSsm5W64PqBd2L9g4yW6Y-CdF3nr1bTW4xhS3S3LpX42W5X28xv5K9ZsHW5MvK7v4MRxyfN8hl1lBfkmYbW4qnYnh931TXhW1kYK335ZDLC3W1nbtnt7HzNXvW2Xs2zn3GBr-bW7-Z8WC94tSyQW1p66tX88h6QzN6jjmV22ycgrW8nkcc-7XpskFN1BM8XPFdN7BW3-BTpF1WrBtsW92K5zd2C80gnN71LGG43_54lN8n4ZcrkX6wQW11Qtvm21S1-RW76_yHm9dts-5W3rBKpn1w_PHtf2x4ZWn04 )
Observability

Expensive accelerators, no workload-level visibility: Introducing Amazon CloudWatch accelerated compute insights (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3nbW6MjcrH4_NFpFW79Z85953cWG9W3TSrlw8Lr3hmW8y2tSG8GSsm5W64PqBd2L9g4yW6Y-CdF3nr1bTW4xhS3S3LpX42W5X28xv5K9ZsHW5MvK7v4MRxyfN8hl1lBfkmYbW4qnYnh931TXhW1kYK335ZDLC3W1nbtnt7HzNXvW2Xs2zn3GBr-bW7-Z8WC94tSyQW1p66tX88h6QzN6jjmV22ycgrW8nkcc-7XpskFN1BM8XPFdN7BW3-BTpF1WrBtsW92K5zd2C80gnN71LGG43_54lN8n4ZcrkX6wQW11Qtvm21S1-RW76_yHm9dts-5W3rBKpn1w_PHtf2x4ZWn04 )

by  Sabari Sawant  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3pGN9h4cBkXNmtmW2gm1p14j6BzLW8kNQkR3xn_WwF8Bm2TjMX7dW15RjJ21T_hWkW90S3yy1sDYZjW3T-rx67gRT0QW3zbCtN3y37CVW5ccGmx50XNtNW7xQk-Y8DLFpLW1LKZ7D7lXrs-W6jt6Zn7BZlV4W39VrlR5_2NpLW1Dm0RD1hWNfJW7vP9y82s_c6NW8_Wv1B5wyhS9W7QgrGm3wHCXLW1VmTT82kq6_qW7Khlnc8_GpBZV_ktBg3MjZz8W86FTjW95lZc6N3XG7plf14McW43QS333FkCrVW7hm65_2bGwW6f4t0_Wx04 )

Featured image for: Anthropic’s Claude Fable 5.2 built a shooter in 1 prompt — and it only took 8 hours and $550 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3lTW2kSFcw3r3kcqW956RYR75sXg2N4jVpPXyNmpsW18J70v2VvMk1W2z5T091xVW_-W7xnr3L8-0f3gW6z-S-n8Wbk0QW8KhhLT3TGhn9W5DQrv982w-sfW5Y3KWX83rq1ZW4xXC9k7tnQVYW4MlzXp7k2jxKV-g41M5hylx4N2Vbl9Z5wz7dW7Ts4QK2nBhYMW5Gw5Zf8t554TV17d0f4jL1RpW1b7xMd8rTpHBN7F7PhJ2wCVHW5ttvcD750x4-W2352QS8FXxDtW987_gf5yxpXCW5yCM4G922tgHW1c4Jb17d1SKxf1Y1V4-04 )
Vibe Coding

Anthropic’s Claude Fable 5.2 built a shooter in 1 prompt — and it only took 8 hours and $550 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3lTW2kSFcw3r3kcqW956RYR75sXg2N4jVpPXyNmpsW18J70v2VvMk1W2z5T091xVW_-W7xnr3L8-0f3gW6z-S-n8Wbk0QW8KhhLT3TGhn9W5DQrv982w-sfW5Y3KWX83rq1ZW4xXC9k7tnQVYW4MlzXp7k2jxKV-g41M5hylx4N2Vbl9Z5wz7dW7Ts4QK2nBhYMW5Gw5Zf8t554TV17d0f4jL1RpW1b7xMd8rTpHBN7F7PhJ2wCVHW5ttvcD750x4-W2352QS8FXxDtW987_gf5yxpXCW5yCM4G922tgHW1c4Jb17d1SKxf1Y1V4-04 )

by  Amanda Caswell  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nDW5f-DCq2Rb-sbW1msfDF7v8K_qW3blT0c4FXYgTW7fVPYp4YvhNJW6T40x04FVp92W6kY_Cm1wwBM1W8sdFSX3-gbdgW2cb20g4_wp20W3V0zm77bQVsRN95dKRlDkfYwW34cfLB33x8hWW8f0SHy2Tw6WzW2zr1jw1_yHsqW4NMQfQ1M4B4xW158tYX2Q6nDvVYttQ613T2crW3pV5mT2fNkCtVV5qBD8gGCg9W5Vbz6s7QYByvN1y5TLJm_y0SW8C9qpW1q_gtPW1GTPbH20j5qLW3ltt8r9csZzKVMvy4D2Ls0T3f7HB8mq04 )

Featured image for: Developers have been hacking around MCP’s file-upload problem for two years. A fix is taking shape. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nHW3b3gCc6kK0pnW4xLKvq3h-GhdW4qZ8mT3W6JmPW3HThDm7VfKqBW5jlc0v4TwHPbW24Vctv8frP-GW4wlXbT3RwYgsW1m2FDS1Pkfn_W7hGt6D8tVwczW7Yzn-k2pM9z2W636LMB3KF8wWW59x8n2423M9DW4F4dQf2g79MSW5px_B13tRcBnW1RggJV51qHHjW7c5z888mh4rHW3SN3045Yv-FQW4gFD0X6Br5nqW8t9lVN85tFYMW2Rrs664_0l_yW5q9LQY6W3zV0VGNfH358R5gwW1rdgdN6zFrCpW2Z73gr5qJlFMf1D3bnM04 )
AI

Developers have been hacking around MCP’s file-upload problem for two years. A fix is taking shape. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nHW3b3gCc6kK0pnW4xLKvq3h-GhdW4qZ8mT3W6JmPW3HThDm7VfKqBW5jlc0v4TwHPbW24Vctv8frP-GW4wlXbT3RwYgsW1m2FDS1Pkfn_W7hGt6D8tVwczW7Yzn-k2pM9z2W636LMB3KF8wWW59x8n2423M9DW4F4dQf2g79MSW5px_B13tRcBnW1RggJV51qHHjW7c5z888mh4rHW3SN3045Yv-FQW4gFD0X6Br5nqW8t9lVN85tFYMW2Rrs664_0l_yW5q9LQY6W3zV0VGNfH358R5gwW1rdgdN6zFrCpW2Z73gr5qJlFMf1D3bnM04 )

by  Paul Sawers  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3mJW1G1Bkv3LtQ4pW1kF11X6m79r5W3Q6xNB2qdCLTW6XvjRj9kbsG1W1mrJVY3xr1tRW1l5MGQ1JRKFHN95yt3pMDwmhW8vsZsY7FTl0YW7tYcjb49xBvqW5-xzjB29K_HnMSPkqnphCpXW30Jg2P5Vsg8wW88hSrH8Knx-6W1ccF-58NGh5kW3fxcXh1L25rJW8Bx3ft6Xg9s8W44zyFC3zpgK3W59LQBG9ldrSCW4wchZq8350VFW4jgSJc5JXR7vW8NKxDs1wBDwWW8qYlZy66L5kfW4M-4bK6qCLMkW7ZZmJP2rmt8vf1Jm4Vg04 )

Featured image for: Why Nitric stopped asking one AI agent to do everything (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3pbW1pMSB-5hKmWTW2PQxtg2dv5D9W857-ZY69hQsdW3DrvBN4M8pKwW1rQJH_5ytPKDW65vL3v2y16T9W34lgCl2PHgTMW44qy9v2Xby6sW8gHDPN1N2M1MW2Q87yt1nwNY3W3MmTl99hKlyYW4Mjpr06m3X1mW24K7WS90KkJ-V8mG7k6xC69YW3-Q_qy71gT1lW2S4fvt64K9HTW6VcFWG2CQL25W4Psy0J51slwvW8yJy4B78ZpQnW1mdkCb4Tg1r5W1T2LNZ37Y00xW1KbDQg6FHDPTW4gvQ9q151fJ6W3ynbRs5Sq_6hW6dhmfj459N3XW3RRG4k53NLzFf1Yfnpb04 )
AI Agents

Why Nitric stopped asking one AI agent to do everything (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3pbW1pMSB-5hKmWTW2PQxtg2dv5D9W857-ZY69hQsdW3DrvBN4M8pKwW1rQJH_5ytPKDW65vL3v2y16T9W34lgCl2PHgTMW44qy9v2Xby6sW8gHDPN1N2M1MW2Q87yt1nwNY3W3MmTl99hKlyYW4Mjpr06m3X1mW24K7WS90KkJ-V8mG7k6xC69YW3-Q_qy71gT1lW2S4fvt64K9HTW6VcFWG2CQL25W4Psy0J51slwvW8yJy4B78ZpQnW1mdkCb4Tg1r5W1T2LNZ37Y00xW1KbDQg6FHDPTW4gvQ9q151fJ6W3ynbRs5Sq_6hW6dhmfj459N3XW3RRG4k53NLzFf1Yfnpb04 )

by  Rak Siva  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3lDW18Ly2g2c6bLTW28qCWg2lWRJbVqPKvR2P3S6yW4rYNHT84XjS5W8Bq8SQ5M_tp-W5QNG6y3DVn_0W2pKNxH5fqc2DW6x8DNy3Cz-bjW5JYLX61M8CSMW2V1nP82Ltx3lW6LLsHM3NyKrzW1X788q5BP-vqW48BB8c6-jsDRW65JXrJ7x3DH2W61Hq3W15zRWLW2s79Z77GYpNWW16HNTW52xQCWN1WrtfYfSbJ-W49sWVq6hYY9XVqSXqD8XF7KCW1y7KNC1tYCX2W81dJMt8T8LxKW4yVyKS6ZBygRW4ZcCj88t_287f53S6tv04 )

Featured image for: CoreWeave tests AI integrations on its cloud before you migrate (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3l4W4fjjgx99b-m6W1_zNTp1D7QDFW8l5xsG6VQ95_W1LTkcx6QB0N8W9dHtCr2g1WRRW54zfSy5PyGRkW2MMt2b3vrHT0N6Vp9G6CSqNjW33f8tk7ggmt0N4KdxB_cM7trW5hN0t65B8bcpW3PJjRn4yst2VW8Wr_D14g6GXKW7ndfQh2BcKkxW38VyS55wPx5RW1W-TVk7lsxnSW18ldsr3DpD38N1ylF3mHklGfW2TMSPB56SPtYN5qZnTzFSgSjW8kK10Q6LH2ckW6_npsF7xj9pHW2hHqDy3KLVH1N3LhsCSv9rFJW3FtPp58SB1Y2W2SH3p06zlfr1f6RCTDl04 )
AI Infrastructure

CoreWeave tests AI integrations on its cloud before you migrate (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3l4W4fjjgx99b-m6W1_zNTp1D7QDFW8l5xsG6VQ95_W1LTkcx6QB0N8W9dHtCr2g1WRRW54zfSy5PyGRkW2MMt2b3vrHT0N6Vp9G6CSqNjW33f8tk7ggmt0N4KdxB_cM7trW5hN0t65B8bcpW3PJjRn4yst2VW8Wr_D14g6GXKW7ndfQh2BcKkxW38VyS55wPx5RW1W-TVk7lsxnSW18ldsr3DpD38N1ylF3mHklGfW2TMSPB56SPtYN5qZnTzFSgSjW8kK10Q6LH2ckW6_npsF7xj9pHW2hHqDy3KLVH1N3LhsCSv9rFJW3FtPp58SB1Y2W2SH3p06zlfr1f6RCTDl04 )

by  Seann Gardiner  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3prVw6KYh7pgXxdW3M4CH95hQmgVW8rHB9S4zPc18M3_zcMfLxfKW5KQggC8JWC1-W1xXQcV95qQkYW8sSQ5S7WjSK_W8B-DV35hmGFNW1dbnmW4xkhtFW58jhB284b6YdW8Lx_Lp78W03vN5jlJhvyC25TN7m5xGCZqvVHN4T1zT3K-_RhW76b0HJ86ysRLW347qjy2gWsWhW5Rz_d848hBp_W2h9R9h1G6HxGW6pVTmH8f8wNrW3RC0602sYY7MW94GLLw25dPY8W6Sr0m96D9s2LW95-gGs4Qg9WJVcxwDq5DqzNjf1r70jM04 )

Featured image for: Anthropic wants Claude to be the front end for your entire enterprise app stack (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3llW1RhrSs5PnbPcW6Z3LSQ8jrzWjW6FPJBw5wJSYBW5Z1H935bPtPyW76H8h12jlgHcW3hvGc136JfXQVx0VL38BRBkkW8WY-G63BZXqrW2rfr2M7399cVW3Ngkgv4ydBFfW6mCTdY3dGvg1W8Z3sP16Xm28sW75dchF5kPddrW2F7jM47LDP_BW6G9DB-48V95JVJW_hM5xydfgN49lj1FMl515W8_D-XJ8TKRNfW2WK-L08qH-m3W8_rkw53CgfBCW1VR0Xc5ffbBjW2CGSFL5m1KqBW1HSRqC4_7fvmW8_P548876__mW33nBJb4my7rlN7gWDCmZWPspf6FybDb04 )
AI

Anthropic wants Claude to be the front end for your entire enterprise app stack (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3prCCW7Y8-PT6lZ3llW1RhrSs5PnbPcW6Z3LSQ8jrzWjW6FPJBw5wJSYBW5Z1H935bPtPyW76H8h12jlgHcW3hvGc136JfXQVx0VL38BRBkkW8WY-G63BZXqrW2rfr2M7399cVW3Ngkgv4ydBFfW6mCTdY3dGvg1W8Z3sP16Xm28sW75dchF5kPddrW2F7jM47LDP_BW6G9DB-48V95JVJW_hM5xydfgN49lj1FMl515W8_D-XJ8TKRNfW2WK-L08qH-m3W8_rkw53CgfBCW1VR0Xc5ffbBjW2CGSFL5m1KqBW1HSRqC4_7fvmW8_P548876__mW33nBJb4my7rlN7gWDCmZWPspf6FybDb04 )

by  Amanda Caswell  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_H3prCCW7lCdLW6lZ3nDW5f-DCq2Rb-sbW1msfDF7v8K_qW3blT0c4FXYgTW7fVPYp4YvhNJW6T40x04FVp92W6kY_Cm1wwBM1W8sdFSX3-gbdgW2cb20g4_wp20W3V0zm77bQVsRN95dKRlDkfYwW34cfLB33x8hWW8f0SHy2Tw6WzW2zr1jw1_yHsqW4NMQfQ1M4B4xW158tYX2Q6nDvVYttQ613T2crW3pV5mT2fNkCtVV5qBD8gGCg9W5Vbz6s7QYByvN1y5TLJm_y0SW8C9qpW1q_gtPW1GTPbH20j5qLW3ltt8r9csZzKVMvy4D2Ls0T3f7HB8mq04 )

FROM OUR PARTNER

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See Mate in action (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3prCCW6N1vHY6lZ3nkW4MHvZZ684t4vVdF2Yk8nYdPcW8VrZhy3Y6dsnW47LDKJ77nl5KN7b2kWrG2bwgW5s1kBy5t4g8rVbMsx86v4BQZV3hhVV1jY39SW4tR5qy31LZ_dW47Pf9_2zH7xWW13-TKN1K3xsBW23x9Lk10vDMqW93DsjC3JkhJKW7h8WfM2H8zSbV4_37d6kh3mkW62CbgN7hXwM2W4wdM7X62lyWFW2MPzPm25f8qSW4zBPYm6zW--XW6vHQnR19kdxXVwxGsR43CLlYW3yBQG29ld0B2f4cG60W04 )

FLOW STATE

WEBINAR

From writing tests to verifying outcomes: who tests the code your AI agents write?  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3gP0xW7Y8-PT6lZ3mxW7N8wF68Y50fLW8DLV8z1NPm6wW7TQdBw1yQDsWMglk_QH0m6xW2z8LGZ7CVGZTW6DfhHz3fcsSyW7L8l0p1-_h56W5_pqM74DSJ0xMMrdB_5Cv3mW8vJtPC9dn4h1W5PHtqL7yKJfCW5FG8Sx68ZKvBW50QlJY2Nl1GwW3RGTxK2cPZcHVj5Lmp1T4T9MW6slMlT51pS53W8x7h9X2RDysQN76R6hsgd-6TW2T-RL838M6_dW45H6W66QXkgyW1RkYKb6N0fQ_Mkpky3hgY2cW67brcc15s4n2W2MCK4X3L31pgW2sKVyt7pwHB7W7PVGwZ5Zk9_Tf4BSrtq04 )

AI assistants have sped up how fast teams ship code, but test writing still moves at human speed. Scripted tests break every time a workflow changes, and AI features that respond each time make the suite flaky in different ways. So who's testing the code your AI agents write? Catch the replay to find out!

Watch on-demand  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_-3gP0xW7Y8-PT6lZ3mxW7N8wF68Y50fLW8DLV8z1NPm6wW7TQdBw1yQDsWMglk_QH0m6xW2z8LGZ7CVGZTW6DfhHz3fcsSyW7L8l0p1-_h56W5_pqM74DSJ0xMMrdB_5Cv3mW8vJtPC9dn4h1W5PHtqL7yKJfCW5FG8Sx68ZKvBW50QlJY2Nl1GwW3RGTxK2cPZcHVj5Lmp1T4T9MW6slMlT51pS53W8x7h9X2RDysQN76R6hsgd-6TW2T-RL838M6_dW45H6W66QXkgyW1RkYKb6N0fQ_Mkpky3hgY2cW67brcc15s4n2W2MCK4X3L31pgW2sKVyt7pwHB7W7PVGwZ5Zk9_Tf4BSrtq04 )

HIRED

Towards Data Science just made publishing more rewarding  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3gP0xW8wLKSR6lZ3l8N9fPXydvpPrpW8vpjz76ZK2VqW7h9msK2LJpBjW34FNsj3_pdmqW66wgYb4-9fNRW4Sm3-L2DGkh_W7xzf0x2V2tyHW6mwgBC61G7BWW1D44zY92YtW2V3dXYV8r2LXzW3rvVpt3JdLzJW8pyYrm2Sb3l6W8vCxqJ80WXflV6rWzZ7f3mv4W8NRvMB4KgvgRW6l1RrL6XChLqW2rVMyh8SLfPqVPlFbj6ZFLzLW3_DJCj7fc8TDW9kxDBx4wNXSWW7wkLMH77BvyPW7l0T_r3MpmGYW80TXpJ1kZP5SW7vprq64cBg-qW8g3nS599kjjsW84Vc9c5byy2hW7bJx4S4gWBq6W1_XCDY4Nh1c5f15Dw3b04 )

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.

Publish on TDS  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yY0g3gP0xW8wLKSR6lZ3l8N9fPXydvpPrpW8vpjz76ZK2VqW7h9msK2LJpBjW34FNsj3_pdmqW66wgYb4-9fNRW4Sm3-L2DGkh_W7xzf0x2V2tyHW6mwgBC61G7BWW1D44zY92YtW2V3dXYV8r2LXzW3rvVpt3JdLzJW8pyYrm2Sb3l6W8vCxqJ80WXflV6rWzZ7f3mv4W8NRvMB4KgvgRW6l1RrL6XChLqW2rVMyh8SLfPqVPlFbj6ZFLzLW3_DJCj7fc8TDW9kxDBx4wNXSWW7wkLMH77BvyPW7l0T_r3MpmGYW80TXpJ1kZP5SW7vprq64cBg-qW8g3nS599kjjsW84Vc9c5byy2hW7bJx4S4gWBq6W1_XCDY4Nh1c5f15Dw3b04 )

CLOUD

Shielding the patch gap: The exploit doesn’t wait for Patch Tuesday  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3gP0xW6N1vHY6lZ3lpW1l59Kq2pdm-SW4zC7zp79bNt2W2BCyDm3tsPkcW5F0m0s4Dnl5MW8k4kMj3xcGwHW7BF5x_2wvhC4N33m1x5GdbnNW7MSFmR85h0yvW19SC-26H9mJdW31k7kR5N05bZW97Dg6B4Q1Hn3W8JkfS86R__MWW7tX1bz6ngjd9W8t2ym-4kRg9cW1zTh9R1m0lqxW89vg_w10KNyQVrTlHX2JB3NzW5ff1zs97hBfdW2n-ZHr8LP3dSN95wTqV_nRmMW2sPsdd3WZBRMW30ql661GTG_wf6S32Zz04 )

AI-accelerated exploits outpace patch cycles. Discover how eBPF runtime shielding protects cloud-native workloads across the patch gap.

Read the article  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWgSsN4FnstDW8y1Cv81T2j4vW4lQ0X35XfYCCN1-yX_n3gP0xW6N1vHY6lZ3lpW1l59Kq2pdm-SW4zC7zp79bNt2W2BCyDm3tsPkcW5F0m0s4Dnl5MW8k4kMj3xcGwHW7BF5x_2wvhC4N33m1x5GdbnNW7MSFmR85h0yvW19SC-26H9mJdW31k7kR5N05bZW97Dg6B4Q1Hn3W8JkfS86R__MWW7tX1bz6ngjd9W8t2ym-4kRg9cW1zTh9R1m0lqxW89vg_w10KNyQVrTlHX2JB3NzW5ff1zs97hBfdW2n-ZHr8LP3dSN95wTqV_nRmMW2sPsdd3WZBRMW30ql661GTG_wf6S32Zz04 )

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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!