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The junior developer problem ends in 2 years
Sat, 26 Sep 2026 13:02:54 GMT
Microsoft just gave AI agents a place in your org chart
Sat, 26 Sep 2026 05:58:31 GMT
OpenAI’s agent just went off-script
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Jensen Huang just made a big prediction
Thu, 24 Sep 2026 06:02:45 GMT
Here comes the Sol
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How do you ship 2,000 PRs?
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The 5 biggest AI stories
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Claude’s new usage trap
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We’re building AI backwards
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Selected Message
From: newsletters@...
To: [email protected]
Date: Thu, 24 Sep 2026 06:02:45 GMT
Subject: Jensen Huang just made a big prediction
To: [email protected]
Date: Thu, 24 Sep 2026 06:02:45 GMT
Subject: Jensen Huang just made a big prediction
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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: Amazon blocked Meta’s Muse. Then Shopify wired it into every store. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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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">September 24, 2026</span></td>
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<span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640">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: #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">Jensen does the math</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 CEO Jensen Huang has heard the forecast</strong> that agents would write 90% of all software by now, and he rejects the conclusion many people drew from it: That the industry will soon no longer need software engineers.</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 best-known version of that forecast came from Anthropic CEO Dario Amodei, who told a Council on Foreign Relations audience in March 2025 that AI would be writing 90% of code within three to six months.</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">Speaking with Ezra Klein of <em>The New York Times</em> at Nvidia’s Santa Clara headquarters in an interview released Wednesday, Huang separates a job’s purpose from its tasks. He argues that AI has automated reading scans in radiology without changing the radiologist’s purpose of diagnosing disease, and he applies the same logic to software.</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 purpose of the software engineer is engineering,” Huang says. “There was engineering before software. There will be engineering after software programming.”</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: </strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3p8W8sH0Gn908SsKW6Mp2D68B_hmMW1xw1ZC7P_3pdW85K8y73d4JmYW8y3Qgl2XMXxnW8wYTZ38rslvgN5c-dhFfPz_FW6V1gL57mVdgfW4WgmMr26_Z13VLhpT86b3WgnW1rllf525sSzgW6hV5NS7FbMKNW1bf2B06D76v5W8jgH0k51sk0hW1TMcpv4vtgM2W63nNnl71RsGlW2ZWcbp51yhTQW1ctRZ42R9SVmN25TrQ_rQ2BPW2nq3fq6rQGzjW3QHF5g9dJV4qW1bm7Bx2gQ2nxW1Rlmrl7HRKcJVMyXTW8XDhqRW4-3flM2L0PsCW4Y6nDC8wqNnFf2qZmBF04" 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="A+IVKz6o" target="_blank">Jensen Huang says the junior developer problem ends in two years. Here’s his math.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3m2W3ywcjd9csBJSW28jz3Y8nyCshW24ncf52r2FpDN13XD3Vzm3RbW4R1hCN6K2xl1W2cgQs22RtMB9VvRXpS8BgwZkW5ZjB2X5qbnjGW87XcPP2pqFLPW1z6f926gF3MrW2SMtQ37V_hx4W71mMRd4w7T9fW6JKHj_84wmY0W7jdLMn1NvCDwW6-fCKr5zB0PLW6t_pbB21KqvhM_9P6ty21MyW77ZNQ61YCMt0W8YjYl74yk4gYW4TxBhh6qfHMfN4QXbYppzldCVWV3TR1zHSBhW3HzS3D3NXDC0W434LLy3hCkHKW7R76l49gvc84W2P9-VC5CbF1tf3yYc9T04" 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="mjrZL0HJ" target="_blank">Claude Opus 5.5 wants to finish your coding tasks, not just start them</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3mHW2XyR343jk1jKW82r6-C2XqRkqVmJ10X7sC25VW75ZsT_7Y068bW7tclmP4KwdgQN6vP6gShC3d6W1gh6fv5LpZyjN4DK0BdjyP44W7DGcnH7Nw0R0W6SPdz448_RscW8KWxwt46zFTfN3yrKctyRVjZVNkztw2SD-GfW8WjPCX4vVQBlN5W_-Wy3h9F1W6FHHyk7jpd2BW13hLvl6Kvg2xN4nk7TcvHvrwW4kBq5x4XjCZxW8clPyB6SBcWMW2Pmxhv5QlqZ-W4hmBt_6CMNDBN5jT-21ymjSBW2Psyf46-GRbPN71_xLwWvSnfW519RGG2p1NDRf6gT1F004" 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="nNAzndMq" target="_blank">OpenAI cut GPT-6 token prices in half. The bigger lever may be the cache.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3lpVxxrM22NY4g2W6XPdvP2qfhGxN2HCkhdg5JVTW2Rchz47vjVm2W1zcb113lmH4qW2kkns61SS52LW7X686x3Lkfp0W6Pfmds5rg4DdV1hkjZ1BGsdQW2BktWc52LKqdN7p3Vd3492JXW1GzSlx6FPkv7W8ynNcm3BcKNnW2JkyqM7qVN_xN9cDCn-VNYWxW7L5WG24L5338N51NTv_s2LBXW9gQ0Tt5M6HtXW8QzrZc8pYBcmW3HjNhq946X_SW9lqFGJ6CZVctW3fLyw22Vp4fYW5f997974wnzSW1P9vgd7xzYw6N2ldHHc7h0HdW6Tbh9q6VTGTkf3H1SVb04" 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="4DOB8SqR" target="_blank">“One of the most significant steps in our 26-year history”: JetBrains goes big on agentic development — and bets the IDE still matters</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3n_W55lhwT5hD2grW3NKLRq5yB6gRW1XHWWS3-z_m_W83BByL2Fs2mKW71rmw7501GjQW47jMS33wf-HtW5hT6W98PQWsdW7-3ZBY7-Jf-TW5C4cDx4jfh09W6YsZZj5VwNr7W70WVzq4qR5LwW8h1mD95dzvdCW6jjT6k2LLsC_MkynPHXxJpKW7W0Tk55ZJRjXW8V3N0d6mRxZrW4ZHk9Y2YpN5mW4_kXQx1m3jBCW14CBJW5Tt_N0W1YN9vR4lCdh-W1rkzy48LGTNFW3Yjfp-1gPP1kW8mbFl71cfSL5W5PZ1hD6kR5YZW2Dkhfc1nm996W54sNSJ2QtNjCf1Mh0YR04" 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;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83hCZYW8wLKSR6lZ3pXN5ZP0dDGDzv_N6SDfMQV55MPW14JkZ03-bJBFW6vHdnl3MnL84W10SL6224Q0xlW6rf85m1x_HrzW5DmKNK9jMJBtW5gYvDy66G5HtW5mPLHd4FLl-MW8924Fd3kstG6W27NGd-17vZzSN75Bq84w3zNRW97MYh_7hW7LzW4t2rkh1F3NJGW5TkR2N8kC78gN88WbNfP-KxVVF4bJL7zRl2YVh6gbY1PtfwhW6ppt4b6PRr1vW8Bzm3222CkYZW426rmd2nHcRDW5fQd9w2vdwycW6YyR4P5StV3wW7-T8qG6YMJclW38Zcm-2JfpvBW2stcTn4sJgfpW22xrN34tyZnyW1rDHYY3_mJQ4dj-6NF04" 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="l3sgGiHb" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/09/fcb4b603-vespaai_webinar_13oct26_speaker_16x9-scaled.jpg" width="524" 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"> Why the best reranker can't fix bad retrieval </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">No reranker can recover a result that retrieval never surfaced in the first place. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83hCZYW8wLKSR6lZ3pYW6xXmzT6LkrzRW8RvZnk65LZXjW3zCk3672MQp_W8VLgf48L4qxVN68MGQGDmcjHW5bfJs16FjSd8W8jvfLP4JvJhrN6jHtLv4M7kHW4nXM6B8qNXzjW1ysvgq2vXJ7xW72JkNB5fgtLwW79WMQf7635GlN2JDg44pv1DJVWMw7V2-VmtfW5_xz_-3TB0HFW1NPJ812JZMC1N2GVRMn-3Gh6N121fX7z3GS8W6wSQTf8VsVkVVgm4L_4xtpqfW6sFs6p8VvfvzW8sfbhJ4CkY5cW8dX5Lt6pd937W6b8t396nJ_bxW5rT7339l00C5V-Ypvb6hR082W6CJScq10WztPW5hVl2z3bZZ8Qf7RjSjR04" 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="boOg7cA+" target="_blank">Join us live on October 13</a> as Vespa.ai’s Bonnie Chase and Jenny Morris show how to fix AI search where it actually breaks: earlier in the pipeline.</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">Why reranking everything is a symptom, not a fix</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">How to design retrieval as a multi-stage funnel instead of one expensive pass</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">What changes when an agent, not a person, is doing the searching</li> </ul> </div> <div style="text-align:center;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83hCZYW8wLKSR6lZ3pxV2kZqH46n4v3Vtr73v1r8YzdW2Sjdd05F5g6cW58Q7h-2h224qMC4BJtx3g71W5L0gkg6c73ZsW5RVr_-4p394CN7d7qmlffhb3N8VWXrCVf_6CVvNXn97XMrWQW2dWgr55bx-szN6n5TvZQFpdbW1j312y3s79ktN7pcsg5JKbrQW73lxhR84RN19W4mH8dj6v6PRkW5LPzFg3BCm8TW6KCby-23W8g9W6Gm88d5cVRkjW5nRGG55cNZ4WW7K8vg78wJXGpW23s6G28XxtZZW6tRDZW9gMJKmW3ypSsk7Xpq6bTCgPt9cNLvnVmWHSl3GdkTzW5hdgH18Qz4FqVyrkjd88-83Hf7gDhpz04" 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="uyVE1RIy" target="_blank">Register now</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">Amazon blocked Meta's Muse. Then Shopify wired it into every store.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3qgz0W7lCdLW6lZ3mSW58JJbD6rG5f5W1kZNPx1GMD50W2j2SG82X_K7nW5nQ4_z62yDYTW807vYs4sCfSDW8swKcP3Bn3nsW8QyVWd38zCqjW8zCTFk6m6PyfW3_VQBn68CwlwN2ygnpfGTzgpW4XvPZs5fF79qW5rFHjB3YrDzYW2SD7ky1_cFF6W5Mjj841BvD4tW1tX89s1_bVJlW7qTnTy5YJSZnW6ccNFC67Cfr2W6YlmFm7WhXS1W2RXSx-8kRfYbW97fHqn4XVs5RW5KGF6f4K2qmFW4yY4Nl8545rVW8BVX5k4DfsvkW30B20q65wY8jdqwcNK04" 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="6GPz8nv9" target="_blank">Janakiram MSV</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3p_W873gVW1BbdR8W6J8znh66XsD1W6H4y_t7JXwsrW7_s2kB8bY4wGW7HZzxc8GKRp9W9hCFYp3k289tW7LwMsb5FccLNW7L58ky4jnLKdN5d5Nz9G_z9JW806kHd5qqLPyW4B2Cfc75hs84N2hRH4v58y61W48rPRf3c_ckYW34wsY32Dc04gW2sC7Sq3sw5ySW6j2Hp39gD730M1_0WZCL4yWW1N2zC17QKWj1W2MdCqZ1WnK3NW2wQYQ38VwmMQW44JQhF8PBZjdW2MVhLP1nZxy2W32L3bN7Vl_SGVf3lb482XlpVW1YrTnq1HGYj3W6dP1Q41SBBdGd21dQ604" 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="nRMNk9Ag" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/09/d0e92072-planet-volumes-4bqzuuo89le-unsplash-1024x585.jpg" width="524" alt="Featured image for: Amazon blocked Meta’s Muse. Then Shopify wired it into every store." 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"> Amazon kicked Meta's Muse off its store because the agent never said what it was and seemed to be holding onto people's passwords. A day later, Shopify let Muse into every one of its stores. Why the two companies treated the same agent so differently says a lot about where AI shopping is headed. </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"> Amazon started blocking Meta's Muse from browsing and buying on Amazon.com on Sunday, roughly two weeks after the personal agent launched on September 8. Shoppers who ask Muse to buy something there now get a pop-up telling them that continued access by an unauthorized AI agent... </p> </div> <div style="text-align:center;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3pyW5nl4mM5QKSrZW4kpq915R3CYCW8LHSLD8DlqrMW3tSNhy8RBc5PW2gLmsP59LqpnW5XNm8H4vp6-GW1qZXyx6P-k47W6D7x8W10BfqpW76DHtb80KtrFW6GVyCV7pKTN9W44MY2n4XBll5W2cvt-C67knKGW69y5bB1TP6SQW2Yw8mx6dZBDJW46wmnj5bhgN9VTwVDq4xms35N2z-YXsPgfZVN8J1BzKWC02GVk6ymF4GZT2HN79pfyl1flJXW1nxyJt1yY7CtW1xSDDs250GvBW8LFDc973MYzyW56m5Yz2mWQ_SVVcHdy7dRWhrW4lmVbd6ht0Kyf3xGyjH04" 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="TLGOAHIV" 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3lNW2Y7YjV739QL-N5QD7MscDNNrW5h-1SL8Bzw-gVz_xdN1Ch12LW4JMYK_3tPsYvW2664gS5h_T_5VT80Lx3pWxrnW2mZbDx402cWZW7fMTGV4xhclhW674RSg5FjbkhW5C1ST24xkdMjW6y2b1K4VKLM6W8pSFYH8cS1P-W8X0qF83_FzcWW5xtNJN2LQrzDW4vSnFk4qhrsYW59GlLr6MMZnLN1y1_R8jqCHwW18Xt4M6cBqSGW6Lp5q77mWZ5LV7pPHt4CNz3wW1Gv20D3ShSc4W1YQsTk1tz3LdW8VX0p48GNJgnN6drJMvtScjLW2d4qzy5swd9gf7Gp2p204" 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="mcBuSTPO" target="_blank"> <img src="https://cdn.thenewstack.io/media/2023/03/b4479732-jensen_huang-1024x574.jpg" alt="Featured image for: Jensen Huang says the junior developer problem ends in two years. Here’s his math." 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3myW5rCfJL2j-zlBW4B7z7c7ZsNCmV1jrdD6N5j99W6T8SxD3tTrh7W4B3DgQ1J9687W2mTVtc5yKM0vW1wXKC89gDD0sW9jCWW16SF-tNW6MTgJs3djS22W5LtZM5442Zb3N3sH6JNryt_nW5JQW1C7sM9MsW7CV2Lk3LvQgTW3TBY6910YcljW2HDwS618123BW8bmDH74wpr5lW4h79Jm5_jvvmW4NGw1V11bJfrW7BlWW93st0nZW2d27hB5PQjsGW8TDqwM69RlSrW2HCqd54BSHGKW368Pnw2Zz1WQW3YY2WH5sv4w7VX8HWF95xMxLVXlr5F3GM-57f5gl-sW04" data-hs-link-id="2" data-hs-link-id-v2="BtvvXYAw" target="_blank">Jensen Huang says the junior developer problem ends in two years. Here's his math.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3nzN53jTw4g28ZJW4zWSlp1GCRvrW8253Kj7MSTk9VbTvGB6XnQwLW4GnKsc6hzjNKW4fVQbc1ggKNWW3nRDwR6JtkySW7DsRkq3Rdm2jW7hQp1S3Y7vGzW1ZQ-ZM8V8cDXW1-3vBH4b5m03W6hY2XD2dxGTcW1cCqSc7Y4d8FW8hPXXq1WdZKwW4V_L-N2J0bccW3gSB7c8r9grcN16N4wq9X6WmW4hPsNC5fc3gHW1twnQ193sZf_W6bkdc31zf2KdW3tvRXk25fJZXW63DcRP4L31tmVp5Q015tzVsSW8dhJRb3MDr9tW2zVFkC78jgNYW5K4_fz8TN79Tf3Kg-r604" 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83qgz0W8wLKSR6lZ3nMN6nl_fjDv7vYW1zBzXj79VK6NN8Tm7VVrCmQdMG9z0Frdj81W22LKmJ16551nW99Hy5F2XjYRKV-zRWG3cFSg1N5D-X9dr9FHqW5MBVR58DxP6hW4ZMQjx6mQzSZN84DWl29nt46W7qy4tM4BZSyZW5F_ywD1CpC7RN4qXbt1x2NDMW2H0Hvl54T9P9W13-f1K6SyQKlW3DjTzq4hdKM5N6YLP8WK6xXsW99c-KP65NMbVW6-jN0x2dBTQ2W8n99Qj4PGgZ1W2Js0C13bWpXxN5KzFZ9t2JfRW6X3KD21wZn9wN1HSPbMhWYPBW9fDCyj7tgJYmW5c1HCz8YM3JXW7yM4pJ2RXwD_f3SWjhK04" 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="c8HrmqZd" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/09/51bb8632-steve-a-johnson-urovded1w3q-unsplash-1024x768.jpg" alt="Featured image for: How confidential AI splits control between data and model owners — and opens new opportunities for both" 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83qgz0W8wLKSR6lZ3lXW6n3RpC6GfBvYN79nmqP8B1BrN4fPKL0yrlc9W1nGk311mm-dgN1XGy9sNcXDDW4480DR2nTQH6VWJPWR5sVhKJW4gCN7l1yv6w5W1hqbdl35CjkQW8_NjVg6vKn3mW2dM3jD19hm0xW91mFpd99g7-6Vn6M4x8jTQFjW5hMKfw3X0QP_N6bMN9nt_bYzW28BmCF9hD_kNW6QlCCk8Ntn17W2D8Z_B28NMvFM_bYH7Sj_wHW2GTkFT7BRb8hW24cwQv5PLNZ7W7CSDyN10kNF5W3_w4GP1zs-bHW2wkSBx90pnQzW8zC9q42mm-vzW9dZNnX6731FpW1ybM0X6QqbpZW7ZJzjH3chcVvf3TK_d-04" data-hs-link-id="1" data-hs-link-id-v2="sj+yBc5Q" target="_blank">How confidential AI splits control between data and model owners — and opens new opportunities for both</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3q3W6bZYmx7Cwvy-W165LwC5Bm_vKW34zmN15sCxwQW7Z7VMN3YlRstW24XLPZ13DRKnW36SK6y1mm0xqW7NXsHm3b1y0qW6xQ4lX3cJvDdW5J98ky2YF5LTW8tpF5_5WS6MdVdkWzg5NCppQVTxkGh1pK6kjW3vb-ZG4Fw26VW2-4Ptf7Y7c_1W7jl3Q94ZWc74W1WgRbs7H89gqW1ttljd80sFsDVmZ-fn1xsSjWW90d8B93P--5gW4-t2Dt6zBMZBVzVRgT7fwJtdW2CGG6X4kYgQLW3ftyQh6dqvnWW4dGTt983lq5kW1BJ3m16qGBRYW2r-0Wl48J2XFf8B_n6404" data-hs-link-id="0" data-hs-link-id-v2="8GFoATE6" target="_blank"> Megan Carnegie </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3q0W5C7pbJ5SZN1XW3g1N4_8l3mVyW3ygTTd4kZKDdW1VbsXy3vKRW_W3mnVMN3mDpRGV4Yk398Rbm2kW5cJgPc2-XSpvW2dDzJF2PrnPxW7r2hmZ7dcNs8W8lKCg338kpYrW5j-LhY6MbJ5kVtwDtP23dgJpW9hWtBZ3Vdbm6W66BdxH8d7k1TW4THXbs184p9ZW92QSQ43MMkSTW4sCxhZ8Dw98dW3Qf4Vs1bRlzFW7GMxg034WlN9VyrQZF3vJjKZW5mgW2N4RH8BrW1MMHJV3_3M9dVQMgcB7CSfnzW1mdFhk27sd0PW4VjnKL2Rm0g0V4rsdJ1j49ztf3gYXh204" 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="tmfYeIzJ" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/09/4538db85-ramses-cervantes-eyibgxo1lpu-unsplash-1024x683.jpg" alt="Featured image for: The software supply chain is the new battlefield. AI just changed the rules." 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">Security</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3n3W3f1nvr5C73b-W6cbYBh2QNcC1W5BXHZM1dn2HTVvRVRp8NdVglW2TW2Dg5dvPj9W1gQmcq4kQwm0W2glQ5V2GpdXqW5md1Tr4F6ZrMW7FW3224gqpHxW3Zp5Fl6r6PYtW6xBW1c7WTD2YW5wZc6j5Lpkv_W5ZpwfV3KWlvqV8MczL2y3tLLW4mZxGw4bRx5vW58r60q937VflW28LTw-6X62-6W550nG27FKN4QW2hN0zb5_KYPQW155BFq4hH0p2W8Y9nFW984fM1W357lLW1WmWwPW3Dj9bc3P_wm2W1Wc9Qp3RtvbDW83pb4R8FFzQXW6bMt_X6NZFMGf7yzlT404" data-hs-link-id="1" data-hs-link-id-v2="BMl4xqNy" target="_blank">The software supply chain is the new battlefield. AI just changed the rules.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3p0W3VY8px6GTXTxW8d0SCH6wZ0BcW7rSY5X8SWPQdN7j0VzW6xkC3W7P-vKb1NDYgQN8b6cj37Y3SZW6wt2vb6KNGrMW3XjRjn1sVVLtW4BLmq14JdZ1tW7H2-5k8Wcz3lW3sP0pp4XhzHSW1vqjQm8GrxQZW394qVm3x2DfsN5DRWHGLQpFdW4kL4w56gxkLJW34h6v77Nl9B9W9h5wy73QZ1dfW4ScXwB3L94WMW6w8NmH1cxhJQN7nDppR78fD4W74y1078_z9VYV_3MtG59lCsDW2rpQQ75jqC0RW4ytmd84TW8_kN7rb_1hDR5l9W7q1PjQ3fRLmLf8d3VMR04" data-hs-link-id="0" data-hs-link-id-v2="6P7CoHbX" target="_blank"> Carly Page </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83qgz0W8wLKSR6lZ3p6W3q3Vpl1K_Q59W8PFlKD8tf9fDW2vS3Bl8nbwDzW6p0KdY3g99pfW5g7lxt1C11ChN7FBSrgDJwXmW7_YqmM6gbRG8W5l2QbB8kYtm1W1--81B1PQzNSVtS-gt2sHgfmW7jMVkZ9cQww5W8v8GLx28P9svN2HbWgPw4wymW74sQF42zQ35lV2Kh-f85f3f3W8Z0CZJ8Kzp9LN7c-0-yJM5jrVB6nXD5j1G-JN4CzX5mJrRGfW6tm2cC99GZd9W62wkQv694MrnW8nnZMT4q5jD9W8lT8NG4B8s5BW6S1Wdt4pfkx5W97tFQd6clh-4W1Chjqc8s7znQVmPX1r7FKK2lVlx4wz5lTxn2f66_3sR04" 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="KpOwRN+a" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/09/13cb3193-resource-database-xz5o539hryw-unsplash-1024x819.jpg" alt="Featured image for: Vulnerability alert fatigue nearly swamped WHOOP. But its fix still keeps a human in charge." 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 Engineering</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83qgz0W8wLKSR6lZ3mXW7h4BDK6BmzjQVz1qQt5LB_1dW1GLBx_3F5qzkW1ytSfX70mvNWW2k9WzV8YNp7vW5mT9wN8ZlhpVW5dzXB21CWG14W26TC9B6VB5sCW5_1nt_5q3WvTN21NQyYSWdc4W7fRwYn4xyqz5VSw8hH2ql4vSW7jCxBy4r6V6VW50_mPN828bvwW4mdgr35GmZpbW4x5QzJ3fhqYHW8yCt-R4tLqgJW2_6sJ85zGcddVJtBJb1RXjz1VjZbtd2D7bWRW98j7F68flss7W5LJSy361LBPSVGLH_X5tgvMGW20R5b08lfjj1W6swSPt7m0q6XW1DNfD41tdlqWW7SM81B79qJ-hW5qQqXh4V4MNsf2x2fWx04" data-hs-link-id="1" data-hs-link-id-v2="IjjG/lMD" target="_blank">Vulnerability alert fatigue nearly swamped WHOOP. But its fix still keeps a human in charge.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3nrW8kZzGm14gc54W3BTfgH6XcmbZW64JMCw5fTQVfVndm8H5kkX-pW6gGzVN65H8mcW29Lfkc4d9wmlN5X5Mz0Jwyy7W4mmGdV6C3T6NW1JLjr78BHZHZW2qN5638ZSw1wW74mjS85HsHhgW2bYKxL1r7-MfW8vtC5D3M_lXFN2LvCg7M2_3GW6ygCnC6-LlN-W6t3cF01CkpH_W5J3mf_5_5cspW8mMxl79cB1nZW4XG-WZ5CF-tmW8wnVM21CWWf0W6Rp7lg3y3fzDW8vq6Rm3bSFD0W60S0P62l5HSDW7qLdZ88B9mY7W4kw0j23XrkzgW54xM9Q780btKdmSSrP04" data-hs-link-id="0" data-hs-link-id-v2="+NAAcK94" target="_blank"> Jennifer Riggins </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3pYW6CDq403T4jn6W2w1tc71K4qkmN46VSq0vqbtNW1-l49r3k5g5cW337NSd2zq6X-W1tjmHT1WlTVyW7pwZX_4xRhy_W2Wwdtk91sjQZW3PJYLt5fhk4rW6TgTV06bTqFVW1zCfxL1kL93gW3-JRbh9kvLbRW2m0f4c4SK-KhW3Dptgz2Y9gvqVM2pth6RF7JrW6f2VWC8KmJGRW4BB2J88JK1DpW2tXJlb8LY3j_W61CRd59lqZJ6W749lsq2711SpN92n99Pwp2XfW3BJpD947fD08W44LSd-1NLL3MW5LTvJm68yNrQV-67hk5K4t5HW2pkQd_1kMTptf8K7mB204" 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="I2zWWCHj" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/09/58f6b725-kamil-894i850hyl0-unsplash-1024x683.jpg" alt="Featured image for: AI spending can run negative. Qodo’s CEO built an ROI equation to fix it." 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 Strategy</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3pCW26zXQb4Z4zvcW3KN7Bt8H2dQtN3gsSmWb_M-NN4dPZLTT6DZsVYKLHd77m7-WW27s48p6zss53W7LfTKs89T8NCW8tXZVy79P7bLW55Hf_V1RH8lhW2m8Xym7rYXRQW7pB3qR17XPdzW4nWfJq6dG8s7VczJBG7zz0KsW4bd-8M32GT3JW428C8j5drrbPW7l-g33617p8MW4B42436Mqt4nW8Y8t6f84cg7CW7vpvsR8c0nFbN77Dx09pNdZvW6V7-Nl6GGcPWW4kSvz67QZ1SKW5j89H33ZgpjVW11hjG21YrYbfVy6gzn5glwkVW2813c64dTjzYf27W77v04" data-hs-link-id="1" data-hs-link-id-v2="665qiWqB" target="_blank">AI spending can run negative. Qodo's CEO built an ROI equation to fix it.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3nQW55qt1G7HWC2JW86Gwby1dqnptW17ZnP44rDlcZVgXM8z8clJKnN39-3zd5LDgsW94q2rN93By_pW1x-ZM97jhnjTW6JY3xF1knVtNW6XkDyN3l5jN4W6L5n0b8F5PyJW7lwstT7wQ08fW3cJ7Xx4Mgh8_VtZx6q97g2KlW7MFDpQ43QM52W54rjYZ4KkQbvW51_sHB5Zh41kVVsKGn1k_jw0W6y5vsz6CRjwXW8fGl8c5Dz0DVW4JF4nX8zlw-KMbkGr396yDkW4W6FJ47mGXksN85hCWwKHVscW34ddx65vczXqN2QgdtDTJWDPN5wdgJNknJLBdmTJmb04" 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:100px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3pgN3yg3_51nrXhW1H00DW6_4x0RV3Wb113ZfnDLV1sXDq9cZgxCN65sHv8Rs5fbW6f432-6QWdlcVK599W3jh3YTW9fsbLz5x3YDBW2lMG3f8tSBffW1V0zYs7g3gMhW18xwnM7Wc06cW4kV66C1cMshfW3vPM6s5p_gc4W52XbP-6_RbfHW8VJWHR8rmBRnW2JKvhZ6Qm4p9W6Tmkft5KfhqtN44yH4BpDZ_4W7sVzqm8yv7hQW2LP7Qv8TNK39TTWpG51xz_4W7Tpwly2JPqNcW6HQ93M28pmDxW7-YvyR6n8j9DW66Xm_x2HTwTjMH9GBDH636Pf3x3Bwb04" 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="W5qYS9cs" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/09/4bd8e3db-logan-voss-vfo4jjog9ha-unsplash-1024x576.jpg" alt="Featured image for: Anthropic made Opus 5.5 cheaper. Then it broke four things your agent depends on." 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 Engineering</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3phW7FNlTT1vZjJHW21D8-F71kRFGW7bZlf882H1gnW1yXS2Q6HZ3WFW1bYmT43Ny9-KW65RNDr2nJPNLW520HDR4Pv41MW8b0_HD6Tj0YkW2vwVGK1-hmj9W7sHzJY83_VyrW1g2JFb2mW2KMW4b515n5JVDs9V9c3hk1Tf8MPW2-Kv5g7lP5xGW745WSp9l0Df3W1Dsb0R44dgbVW4NnXTq2mWcltW86t_482fkbdTW25L41x9kY4NZW4YWYcv2kjsbkN2GnBN2qKpbBV7-vDm77JvTXN5vG4CkYrbg5VtvSW_9811l9W5gydYr7jNYJ-VdvgRk795WSkf4HWRpF04" data-hs-link-id="1" data-hs-link-id-v2="ln3JMVzc" target="_blank">Anthropic made Opus 5.5 cheaper. Then it broke four things your agent depends on.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3lnW4gyRpx6Rfhs-VV-y7H2DxTJvF1BH0FKx38rW59k85g7VqnspM9BByTRcJ9MW8plW446XSCxhW9gHqxp3QxBJjW4k5XrS5ss8F_VS9_1G6cH146MyXrqFg7p-mW938X9J1mLvtmW3m_1g83p01l-W5b-0M85P44WGN1s_1WdJ9DSmW3kVRk_7LYSpmW6hMQtg32vg51N3798F-v2Dp7W6g71H88TV_rcW44K0SV2KTsvcN7cWs6Hydwx3W2NWMwT6H3FGyW2Gx-MY1Vdwk_W8-F50p3YwRzVN1kffcNP7NP3W5RJ0dh8QJYhGW8-gwzs7CsJtpf2FBhcb04" 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3q3W2wVPBd836MLTW2G0qh_5hfDdHW16JL_j3kpq9dW5VLh2J3rx55YW1F54vN1B39mKW8XFl_B5nk6XZW9hQhvv97Fb2YW4-6C_g2yNhQ6W31d15912sBtvW7tzGn043ZK_XW8G4Sbw5nNQF3W6Wc_wF24bb_KN7rplF7QflQ3N5Dgh-tNVMkyW3fLhq96cBlcDW8Q-tky1tXHMlW69Xrsb2Kjy2vW5xmDmH7j0wp1Vt8Qc52MZWHGW23bTky6xMWfpW3J6r1k42CPhGW1b9r325KtZW6W9bCT7s1Bz_MMW3HgshS4D5XbGW7xfWBV4xV0FpW3MMBL-2-RBnqf596_t604" 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="uv6GwL2j" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/03/f7a6563d-screenshot-2026-03-04-at-14.29.48-1024x585.png" alt="Featured image for: OpenAI cut GPT-6 token prices in half. The bigger lever may be the cache." 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 Engineering</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3mDW8QD_6X6h-F9bW1yn0tN86-9pzW5DzHmV57TblKN17d6D_sfLjDW8FGpbZ72GtCQW431Ysl4XP-ftVr94D12WR62-W8klC5B20NfRsN21GF9gZJDqGW2KBbyS2LJf9HW1ZsRyZ906_-VN8X3rBPK2LftW86-2dQ3DwTYmW6wtScY1jCrbYVnwyT56YhNppW8GgNVn4fS0r0W4RCp--4V0Yq6W345kJJ2nBljLW4gMNf94G426_W7F3mD23kwbtRW1ghMFK5SYJB6W2P38DQ5YJdvNW6TxYgT2zCd74W1Vy5l764NLjZW2dzFL14NBrhfW5cXrs83c76xcf2T6RBq04" data-hs-link-id="2" data-hs-link-id-v2="jPON2k7z" target="_blank">OpenAI cut GPT-6 token prices in half. The bigger lever may be the cache.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3qgz0W7lCdLW6lZ3nNW1n0R0b6_zy8yW2x1Z1C2NNlZbW5NV_kr31gKSKW72Y5DZ7m9GYPN45SHGhmwk0lW460J_321VjX_N653r1fb0F_HW153lj54MWQDVW23R_3V2g5M5mW5vhZ-p3phtHJN4F-jtg_6hNrW2jnmtP2mcRJZW1Zm3X235ZHPcW1P7vj96pht2DW5RpHzj7_MbbZN1lmDzT_6p0fW2cd-g82Dq60GW6tPgS34Rygy8Vg7zjd7ttXsQW2jBCxW8VL3H7W6DqYYv6fjpVTW4pMFw82Tqd_BW4bXJN_8PcxqzW1cfxhk915R0gf4FplnM04" data-hs-link-id="0" data-hs-link-id-v2="JZrd2Rni" target="_blank"> Meredith Shubel </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3mLW6PcH628GDy7BM8G9ptbl53wW6jTrXd1JcBNGW3ghCCb4Tsfc3W6bvyC867N3gdW25_0mt1DLN0ZV5XcZb5p9s1vW9hCTgY13Ldf3W6SYsxP7G2Sn_W1XkXrL7RHfs8W7kMVP81MRMCvW5tgvJW3rqGPQW7mZS6k5lzLJxN7xj0QYTM-r3W4YSx0J3fKjb8VMqY27960RT6W8-z4mf8j_l-rW2BvWl-1m_MC0W1JQ_841PykbKW8rnGjH5yQMG8W7NKpnh6nndHDW5TVV1X61b9rkW8gW3Jt6pFtjwW4Pz_rG4rFYCVW5S3Y7v6dMYLQW6XMmJG191PhXf6Sspjx04" 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="V2/RylEJ" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/09/004be713-getty-images-ojbgdr5rpci-unsplash-1024x576.jpg" alt="Featured image for: Claude Opus 5.5 wants to finish your coding tasks, not just start them" 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3lGW4tBCy_31vNNxN3PVznNWyvDQVhbBDs27P5-dW5CRZtP4ZjL7YW46tXwc3gg8brW3l6ndN41bs42W4vC5Md60B6-mN61Z7yN8H02GW1xwdDt3BZ6PNW7K459q7pWZ21W6xJRHb8YkJ8dW8GTr_W1hsGG4W3H9mJf6S7JsmVNW9L84FGyhFW2WQc5b1bYqjRW5C4Qt-5cMqhWW3y7SXF6nKlc5N211FlwyZfNfN7FlMJhfDGqsW25dtNR5RWP9xW4vrlM92b6c3BW4ZCCbv5l7d8TVQv11W8HzR93W6_Q6d35NHyxqW8NmtFx4_bvP4W3V8PlN8vTKxMf8hYp--04" data-hs-link-id="2" data-hs-link-id-v2="79f2turr" target="_blank">Claude Opus 5.5 wants to finish your coding tasks, not just start them</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3lpW9ccpQW3pyW7LW3JwfpH3Zw4lwW4Rjpn74-mCLjN3Vh5jRlk_5WN9jwjb3HngC1W9cplj98j789GW49Z9602YXW6yW51DqrJ7jb_8vW5bHWbx2hJXDcW1rPD3M3h0Q-DW93W1Xv1XPqNXV6Xxz12LyBGlV5vCb-9ftgLdW2z95PS1X6_g2W968qpN7Hs7XRW55N1Nb8RNDhQW2Q07b940vGhfW8JwC1M7G079FW8dp4n37HGtN1W7bY0Fp62YpH7W69pVtZ8mXN5PW4jXhh-4BGdZKV-Kw0r3_K9sqW1prfRK2bxDF5N8sGD71tSrVCW1G93yP4LCystf5D3Yhq04" data-hs-link-id="0" data-hs-link-id-v2="qXcC9LlC" target="_blank"> Adrian Bridgwater </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3pgVVkMw06j-BvDW4QBwQ25s-pjmW15B24z8mBLPdW7GvmTW6--GqBW3tMrjZ56cBPLVT0BCj9bKWljW3cj5Ky6k77BSW1cdbHh9m4DkMVw1fs16WWGMBW5gxb6Z8K8qrMW323h3B63X_VRW9gp0P85Xh9g_W8pn7vM2Q_ZGVW4X1_BG7ppGJJW3KJk9r677YZ3VhjPrw7dhK8vW4KhrxD6J9ZT0N59f_NhJqKV4VnDj3b8fSLzyW6mNLs_7Qdc39W6hmVkl4ZsFQqW86qy3975BKgBW3-F4MX601ZyrMCk57c1frlhW6g8jk-4hQWsfW9htlNB8S5CzRdbcs-004" 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="cRuTRrGe" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/09/a5d2066e-altman-speech-1024x565.png" alt="Featured image for: GPT-6 Sol closes most of the alignment gap with Astra. It’s one-fifth the price." 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3qgz0W7Y8-PT6lZ3mTW3N955w8G68PrW5xZmYn4yNC5YW3rXkVf4mj6d7W625lLF3CBrd3W3JFynv5syYT6W7N5hQN3mhxHfW7zFdjn6ld26YW4SlsXg8-wJZnW6slXRx4BqzxQW1dCm4n39WCKbW5nlZbj8cqmy3W2QWDxS4S128pW6s6pHT6xjwslW4KkyPh1s_fwtW5dKZLs3qpXDhW6VTlfy6DKkmdW5bN6g87CvW9hW1-H-BQ18qptjW5D3bqP5rrfgkW1QJGpD4Trx4GVSKqBf1mRvNgW69dmwB56C_RHW2KFSJp337Hy7W8990Z43K9qrlW51Rfb57ZVkMBW8mhf5D6krvhbf6B14-W04" data-hs-link-id="1" data-hs-link-id-v2="YDCby7Dc" target="_blank">GPT-6 Sol closes most of the alignment gap with Astra. It's one-fifth the price.</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3qgz0W7lCdLW6lZ3lpW3VsjFz5hwQ-_W7wychs44JJF5W3pHBH_4TrS3GW2GMFMN14q7g6W7Hv0111-PlXFW7RlxmJ59xR7LVKGL7m3yvcXDW6vQgmN285r0HW72Hy964FN08pVmyvQb2FRMktW93d6sM90ZMjsW2Z1qw-1LDCmSW8dJTwv2thzWtW8fdsTh1WKRFDW4mvdgM5VWyPrW1rJfTj43vT9bW6chcJD3cfLYYW33RZW63p6CfGW19MsrV3FPqCtW6Y-WlB1GMpGpW1cKJy03qX2KkW4rBfdj8wlPnmW21tj8D356qryW2PztBD5D7gwBdBxfRn04" data-hs-link-id="1" data-hs-link-id-v2="fkh0PjRw" target="_blank"> Meredith Shubel </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/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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzg3qgz0W6N1vHY6lZ3kLW6rWYgM2Jt5jhW47MBGD8VxbSTW6jd_l84wgC-hW8VWdQ787SRMvW8gVZLk8rxPmbW3sgX897z7c6xW7-6k-R4vCjtVW9gHxQz88Xh_xW5mZDzj3gNK7pW42WQtz3tzK_NW3YvHkw21yDC-W2rfpK273K0NlW537XY36VYKT3VB6gfx3WJR4fW1nZ45n6z_y8-W8KxdQG70-JZCW43khg18w3JTGVJGp5m1-3s_BW94btyx12mDPYW8Dxt2B3TrxZlW8md0V336ftmXW2j_v7D6nqvHFf65V0Vz04" 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="f/RENh9H" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/09/0dcf95c0-tns-02-1-1.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"> Better Claude. Half the bill. </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p data-pm-slice="1 1 []" style="font-size:15px; color:#142640; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Code exploration burns tokens on code you already own. Agents on Bit Cloud create and reuse your components instead, so the same usage costs less every month.</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">Agents reuse your components instead of re-reading them</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">Same model, same output, fewer tokens per session</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">Savings compound with every developer on the team</li> </ul> </div> <div style="text-align:center;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzg3qgz0W6N1vHY6lZ3pXVGDJ1G99C0vBN5rH79gZhz8QW9fBxHf92dDcnW4xCFzJ6qvpsHW7TVg4w3VXHbLW6_MpnJ4TwHrQW6Q8nHq36RyBVW16bWDc7w3W0GW51BZcg1YnHTSW2rWY8z27KTLxN7-F3JCnq_FNVsnvdG54l7C3W2lQmqt8-BVNWVsTpZw4xNZjTW6VNvrq30J1ssW72lgJz7bzdKRMych_CTbwpPN7j8NntbJdSJW8nYjL-6RCZ4yW62FZWF6qCw4MN61C_GW9GRqZW466jw12BlNjCf5tgf5z04" 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="rg8mW1Zt" target="_blank">Cut my AI bill</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pyn5g8t6W50kH_H6lZ3mpW2N4wk29d18__W5FTyXT50D47YW4CZxxG2tD2tpW5p3QYX8zjn86W4R7mp87PdYPHW7Zy2nh8KZm2QN4PlVQ68jFxjW15H16X94h90YW4flzYg3_GdWtW1RkhWL397HDzW58WSl211zp57W8hdwqh8bl70-Vp-JJv79rB2nW2CFCL926_N17W2SlPx86t4kGWW5mvxqs7QJGRMW5NTTX11Q4BlMW6JwHQ45fcqp1W63bmTF51dM7TW2P9b6M5WFn2cW3p_Qhf2dlzCsW7qqxwS7h9n4qW8rbKzH1NyHTZW940gNV5hY9NTW5WT7Lt3D4GDfW7SLvzQ43m5ZtW2bwZWV6-PZLYW7nX3063qjDfKW6DWYR02QG6q4W2gb5L978hWMtW4-cQkL8MzdJ_W86GzFj4jqSMrdSJfq004" data-hs-link-id="0" data-hs-link-id-v2="DLcsikB1" target="_blank"> What breaks in your retrieval layer when hundreds of agents hit it at once </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"> Your retrieval layer works great until hundreds of agents hit it at once. Join us live tomorrow, September 24, as we walk through the failure modes that show up when retrieval has to serve concurrent agent workloads instead of human ones: latency stacking, stale context, and relevance drift under load. </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pyn5g8t6W50kH_H6lZ3p8W5N4h652fQ_4SW7LK4144BLwXsW4f-rNN5GfcKtW20lGQd9m2hgLW1BC_1s8J6VW6W7gthbk7cnPnyW3fZCSP6DKDFqW8qRcJ077HKptW4C3DJv36YYGkW8cJlkH8nBlNZM_Kxv49gjSDW8K367G2lwLYsW7z82g_3mrm-vW8FmBzR8q4DPxW3K2RZk7zY1L0W7p0cZm3mxgWwW8Bhwxd2NtbSDW26z7hT412L0wW7dTwsg8MfkDzW4bgs1y7s-Dp4W6J_MKF7v6gbhW1N98Qq4w1txTW5HNNq12GYkyGW3vnzHf51F4QxW57BR5m6CCVBBW3ZXz_H4tMMsHW5tSNKC2_22W1W380t_N8bv7l8N5Mhfw937wGFW3Mr2hN4kj0Y1W2KwvS4297WVVW2v2HSZ5JBGHZf8DfFXv04" data-hs-link-id="1" data-hs-link-id-v2="hPtAn3/g" target="_blank"> Register to join </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">TAKES</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83hCZYW8wLKSR6lZ3kDW5L7v3Z8D2mFmW2dX-G74RJWBVW2BMBM86y00McW1h8z_S3ZjMQ2N5D4hlCtYRcgW4lMTyb6J-2NbW8T2HhD4KrnmLW4zrBWq4LvbvGW5Ttt8696n47YM2RnSZSFlh0N2Vp0sQdLF4SW4YltTD3T5WRyW5jcycw6Z3FCZW46-69_87mdY5W2qHzQs3ttqVpW7kTB092Pzr3WW2yC_Gd6h4yxZV8m4sf3grhwyW5swGFs3ww1c1W1ydSLw52d3-DVbksWH8FQwHwW6VF8vB5t8QtQW7dJWGV7MpHdQW3Km7FF3mLH4lVBjXyj57vJtXVCSWzV4jGCbhW2pTqVy7p5dSZW5wLnLQ4WhQxDf26L4dC04" data-hs-link-id="0" data-hs-link-id-v2="7I/KFVAr" target="_blank"> Going public now is a risk </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"> The model of borrowing money to build AI infrastructure is souring among public-market investors. </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83hCZYW8wLKSR6lZ3lfW7mtXZj4wMmKyW5SnMRL5Wg1yWW51_DH8738MjTW2H_LB47-cW2nW2PcRqR3b7bL2W4TDzHq1CK30fW8lXM0k3X22xdW19bFnm5NZxpqVmN-p_38cxsGW5Tzdkz7l3rGPW48Thtb3XZjJvW2-4M5v7jNjfHW3yfhgb5ccFV9W14X0Yp3_Thj6W7CxyTz8MmqYwW31hgMv2WJkmwN7mhzhj1Tl1lW46NlZX6lyvN5W1zKmYH8cXNHvW8DhCPL8FYwQCW8lrWXc6HWkqnN5qZ_TSSrxnxW8H4M_K7nJbHVW4Y8k9N8tL5_CW7m0YDL8bPqLDW5TSyZt7Vs3QfW2VxhBT3hhHt5W4pGHd85ZLkgPf22DMLT04" data-hs-link-id="1" data-hs-link-id-v2="vJdaR84j" target="_blank"> Read on Cautious Optimism </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">HOWTO</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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3hCZYW7lCdLW6lZ3prW5DQplB74YVQMW7hBhp45JLDtpW6DGQ7n3HQj1qW2klNdq4vcYB_W6GgfbC6MxbQ9W1R4w9Y8cqhmFW2MgRMh5_h07RW78W1LY7K7HwKN4c2937-X22_W8D9Y-v8hZRP7W8Nrlnw7RMMdXVNYR912F4J9cW4NBP_L7Psb_YW4FpY2c7k7FVGW7mqP2B9hk2ySW5S85BZ5tjZVsW80gVkx8SZ3JQW5rV36V8cpcYtW3rBnb-6W-2KmW91CwR_7Xjz7dW55cy1j2Lz2W-W3Pl7f_11t5RLW4KG0fX4BY0SwVcNTrn4V_dFsdZQS_604" data-hs-link-id="0" data-hs-link-id-v2="7JkcwFuw" target="_blank"> How to attach an owner to every cloud resource you find </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"> Stop orphan cloud resources using query syncing, strict tagging policies, and audit records that survive employee turnover. </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3hCZYW7lCdLW6lZ3mVW4j1G3w5CkrlvW3wT_br8d3x48W8-14n41JG3tzW67C3xH8KNzcPVTx14B3Ms7x_W338zwT5kQ65sW4Hslrg48DFSLVNTPKq4NHw9LN5z8SY3zrmFLW2yDZqR5TsvM9W1gJmTN5ySGqRN3JP8jHJGjFxW1Fn_nh7H6JHtW7B5R4X29Jk_lW82KvH-6-QmFKW2-n1Sy835zhHW2kcbd33HJRW1W8Cgm_z5nYDCXW3ZSY6j3rjYjqN1HMcXStc3ylW1jQ2Y754B4b_W1dxCjW8n_nngW6VKLf95CNZJdW51mxSM7LLgRKf892-rq04" data-hs-link-id="1" data-hs-link-id-v2="mm46hSp/" target="_blank"> Learn more </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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pyn5nR3bW50kH_H6lZ3nFW77tjMl7KVR8LW3LfgKM66hc8mW1Y6LTq58zwsZW33FjhR6fBvmjW90MP4f4NR5zlN7p-VgkTPjDtW7vVhQ049R4g4W5XClk38JMW5mW76fxk04jKm0CW2L37Xj8bLRqWW6LnrdM6z_MrpW5ytHJv53p1QRV76pzM564MysW1tBq086FtBRnW4qbJ5P810C4FW1mj0Bg29000qW44hZPt4dGD7yW8GbRxZ6NftdSW412f8D7_GdJwW7q8z_G83-9_3W2KjMxt2dPcZqN68BWS1BfTY8N7m1g3BdNVRdW8W3xfr2xn7v1W7xcSQs9kZNCtW6g7C4V3xNYrhW93sm2L2t0XPMW6wcL9q96mW_HW87KrXd96StycW1MWCxS7VQvXDW21dD9J3KKYQNW29Pq6550_fFSf3GLqjj04" target="_blank" style="color:#ff3287; 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pyn5nR3bW50kH_H6lZ3ptW9j1L_62RW5qkW3VfqGs3wlkxhW1VmQxh8cQ_qXW4VsZKQ3fjh6-W7Rz2Mg53KB_rW6G6mPx6mfPXrW30j4Lv182X50W8xDy6-3KTMZMW1Wb-q-646v5YW4l8Ldh4ZNk_VW74hbtk5B9g13N2xwrS1CqLJWW9jbM2r50QkGGW6km6QL76078DW6KbwPt7MJVHCVTqpFx9grF9bW8LM3KV4Y8r-pW5YXBlj7TRrW8W3v1MWx8Q5FM6VKMLfR54tVFDVgVCPh8GGcVGW3L6qvK8F2XSRW3XX_384JKCG8W8LYDf35WBfJpW5-jF3W1jjr2YW8jWjWw2f6rVrW7rS0XN34BYWSW6pkSRn5rMvLqW33DD6H43rww3W5QF14R32dRJ0W47TTGW4Dt00xN4w9bXVXNy2hf5Cctz004" target="_blank" style="color:#ff3287; 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/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pyn5nR3bW50kH_H6lZ3l4W81l8X36b0Jm8W7j9ZQX7XQbRqW6wQ3z692H_2NW8GqcXb4hgg0jW3cWNH85BWJ_xN7sml--PZkqhW6bTzXg9cvh-CW5NLT6_68rnRLW8_G-m17Drls6W6pjb8Z7rjsj-W3GD4B999WY0VW1NWF6V1CPWKxW2B51Dk2YqKdkW9h__D08PG3rmW15_NQ37Z3nVfW536H7W4k9Xg0W2dpqkB6w224FN1cPt2gJ0qYvVRL3q_8jt2LgW2gyMYF8glr20W8XPYFR6nGHszW6CHD675sDdJpVd1Cxl88zZPLW5xbdpx4YFLTYW1zynGt5Sy1VsW1w29tn1VSL4BW8h9gxr5t5t6GW39ClVb3WxKMWW49sS93783Pn8W7bzjK5171ylgW2Qqm7x9gcfPwW3Trfzh4cdpYwf4kG1kT04" target="_blank" style="color:#ff3287; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vlMlS7rH"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/6b6abc92-tns-daily-rate-bad.png"> </a> </div> </td> </tr> </tbody></table> <table id="img-family" 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; text-align: center;"> <p class="family-sup" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; font-size:13px; font-weight:700; letter-spacing:2px; color:#00aff4; margin-bottom:6px; margin-top:0">ALSO FROM THE IMG FAMILY</p> <p class="family-title" style="margin-bottom: 1em; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:22px; 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Plus: Amazon blocked Meta’s Muse. Then Shopify wired it into every store.
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The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzg3prCCW6N1vHY6lZ3m2Mg9fNDW4pMCW7Bl1Cz5SLT5sW4zC3z97dQM1CW8t2tdT64ZcNYW79Y2g140FGq4TKC2b6TNgsFW4yJtR17KzJZ-W3B6M-W4r8mpWW73bxfG4JW7KgW3zH0B26Vg90SW4FCWF65YTtdMN2F2gnNxFlZNN6-7rP7Lk4jnN3YQVctgh9lsW8nQKHG2LkJ88W5PTpxR2pDgrXW5yhwfb6Xm05lW7ZSQKN4LBZPYW4SwQVp6b6cf7W1QTx8g62WFwRN56TZT2lyWlwVFhY_34Kbgnff9k7FSF04 )
September 24, 2026
Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzg3prCCW6N1vHY6lZ3lQW9cYRdc3b3FKMW5J5Pd_8k5v88W6k86-Y3KdXfkW70n0m83zvp8jN35nCqfl3yKTW6Z4Ydz86JFskVsMWSD6l2KztW4wK0bK2YYCRHW5_YjDs3QY5x1W49njpD4bdHp6W2vTDL14qbCBcW8zWJMd3VsVqdW2cZKQy7MlKBmW2Lrr7H1qg4v6W3r-f1Q3-zrd3VSvcMW8b1srjW7R7FLS6HQyC3W4ydqpS8pS6L0W2FT2BJ1HL578W13b-Dy4j0yrZW1CZnfb6BTL2kW89nN4s2_m7XYf89y4ss04 )
Jensen does the math
Nvidia CEO Jensen Huang has heard the forecast that agents would write 90% of all software by now, and he rejects the conclusion many people drew from it: That the industry will soon no longer need software engineers.
The best-known version of that forecast came from Anthropic CEO Dario Amodei, who told a Council on Foreign Relations audience in March 2025 that AI would be writing 90% of code within three to six months.
Speaking with Ezra Klein of The New York Times at Nvidia’s Santa Clara headquarters in an interview released Wednesday, Huang separates a job’s purpose from its tasks. He argues that AI has automated reading scans in radiology without changing the radiologist’s purpose of diagnosing disease, and he applies the same logic to software.
“The purpose of the software engineer is engineering,” Huang says. “There was engineering before software. There will be engineering after software programming.”
Go deeper: Jensen Huang says the junior developer problem ends in two years. Here’s his math. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3nzW6RsB6B6gZl_pF8qMSh622QvN7hJvMStDvjKV66vQn8v0L21W4GKDH44vBVTlW5lVDmZ6dBdQvN7tJdPCxzsr8W5xMZCd5z3nzFW6ZkkBl68Vf1-W41vD_L6cr_ZyW74m4X76VKJT9W61f5VL7vPy6NW1J5HZR5Fy0RnW15pcGZ3ylkqGW8CSJfW5TzKBkW1s7PVN1yqNCLW4Rb2Y_6D59n4W5rqRhd6b_mNsW3z32Y67YppxcW5k_Mp6169YJhW1z9sYR4D6x3bW3dr3r139c5KZW7HpsYb2S3DKTW3g1qqQ6HhkSCf5X-sZg04 )
More fresh reads from TNS:
▹Claude Opus 5.5 wants to finish your coding tasks, not just start them (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3q6W78kW8Q8VzBbGW8wR8nr7pb4yVVZwzM02w3VKNW3HS3rx3Xj4nxW7LzMpq6YRRGxVjTl_666SyGfW6TlY1_8cMNCZW8RjHSj7XPg4RVWBm9c5ZfwtjW5SVk-B8rJHC8W1X7V5z3m1-DPW7qXqkp3WMxfzW2qJqfz8wZLp_W2SX56x6z0n-7VkbrL55MpGDKVK3gPZ7wyyBWW7B5p686cCC8kV2lrpt2cJ9RGW7Rks0-5lyNGgW4t1zF16NDN9GW4GBbrc7MqV-hVYV-cZ2VkGnwW9f4kMF5NL30NW5v6q-32DqRGzf99Rpqs04 )
▹OpenAI cut GPT-6 token prices in half. The bigger lever may be the cache. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3prCCW7Y8-PT6lZ3mRW5tvYpf3-tvxZW8H9pjF4HzWWbW8Zrb2Q6y3B0XW1L5s8h2YRZKWW4rxZr52fwNJGW62dKc_7JbzbqW7dQXfD4MhJMmW6b47TQ6TdkzkW6VG86n6l30vMN99yClyGzD5sW3sPJBH40vVqTVbP_wh4RzqGkW36ShlC42dzTLW463wRK3ZzgfLW1XPpVJ15rYzZW2gXJRZ6KZvNnV1MrWc7c32M2W2C4bYy5thBJSW5GBZrz4JcMH9W4yM-wc1X8qZ0W8cPjkx2KYBsTW8vVyBt3_cGBtN1s6whhpDmDVW4bssQw89G6tGN4_d01khHdjRW3h-XRK1gsFVrf4312p204 )
▹“One of the most significant steps in our 26-year history”: JetBrains goes big on agentic development — and bets the IDE still matters (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3kvW5bl2RR3N0Rp-W89lDxd5tb7HGN7vGjjKk5_bMW1x1y-K3WJcbTW8fZtLT86j22vW9ksbxS5KlH0YN3Xd3tKswh1KW5z87sQ95ZKQZW5LgX_61N9vfzW4gSB542Bn-fJW3QlZpv7_dLBcW4w1jnj1WwNB2W1hk-KT27gSgFN85Pjztk036hW4b0TQv3x7zm-W8dSxQx9bl40sW36pq6K6YYv_dN6KLF9FMBGfyW1MWnpW5ckCMCW7R_qJf31N0wYW3dRQ7Q13F-tGW3H-t5g4cL36dW5qR8L961p653W8VFRHK5-Gtpmf7VjSz804 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3l_W44f3TK4yJYwcMM6q8qTg6ryW7d64rh84VGl_W1tT4Z23h5KHcW3P3rnC3S_16ZW8w4BrC4KPS8dW6hv1YN4Q51MxW1nHQN57kx_p7MWTTQYYdGDFW1CgKG23jvr5mW7FYcDJ1KnVqlW7wSrQ_3pSWgNW41B8B1747zTVW4JZtwd3-qV_xW4c1rv23xl_v2W11CmWY6shDFhN77xfhwnNX5_W29pL673HnB96W7_qf2y68LWkYW2mlq4P7RssLQW333wnK2x2VJ4W2SCyvD5xqjjWW5zNmf51XmX7dW5b3YqR3BXMvqf3Pgg6-04 )
Why the best reranker can't fix bad retrieval
No reranker can recover a result that retrieval never surfaced in the first place. Join us live on October 13 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83gP0xW8wLKSR6lZ3mzW5-M2l854sPV2W15qPs93ZnS46W4vsqTk1bJNJkW38Skg36bMgftN3xxMCjcmJ8-W7DRg3w5x_98TVxC2XJ1Cw6LJW6WcSNk4bvPDNW6qrsBN9fWpcbW7vK6ym6D-s57N3Z04H4yBS-QVGJWqf4SRtjMW3YTT2Z4xXDSwW77s-XG8GH7BRN8Gh_WvFMTRlN88P9j19fcxlN8C9PwwD9-86W8j4tqv5gt_JPW7fQQlT847z5JN5Vm_LmwBlTZW5nKzy61JvgPBW3pwHM_1WlgynN8hm4pDpPbLmW5JrgyR8Lsr1NW6MTfP96nckptW6kpjDH90J363W50ZSll66htZ0W4wpy142VtCPcf6l9YWC04 ) as Vespa.ai’s Bonnie Chase and Jenny Morris show how to fix AI search where it actually breaks: earlier in the pipeline.
- Why reranking everything is a symptom, not a fix - How to design retrieval as a multi-stage funnel instead of one expensive pass - What changes when an agent, not a person, is doing the searching
Register now (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83gP0xW8wLKSR6lZ3mzW5-M2l854sPV2W15qPs93ZnS46W4vsqTk1bJNJkW38Skg36bMgftN3xxMCjcmJ8-W7DRg3w5x_98TVxC2XJ1Cw6LJW6WcSNk4bvPDNW6qrsBN9fWpcbW7vK6ym6D-s57N3Z04H4yBS-QVGJWqf4SRtjMW3YTT2Z4xXDSwW77s-XG8GH7BRN8Gh_WvFMTRlN88P9j19fcxlN8C9PwwD9-86W8j4tqv5gt_JPW7fQQlT847z5JN5Vm_LmwBlTZW5nKzy61JvgPBW3pwHM_1WlgynN8hm4pDpPbLmW5JrgyR8Lsr1NW6MTfP96nckptW6kpjDH90J363W50ZSll66htZ0W4wpy142VtCPcf6l9YWC04 )
TOP OF THE STACK
Amazon blocked Meta's Muse. Then Shopify wired it into every store.
by Janakiram MSV (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3m1W7s9myd5_M97tW3bMwXP54vxSQW6-vvKL1VZYBSW69MN1X5nRMChW1ZPzg08dw3wvW2rV0kZ7L5yj0W7T4lV65rBmVtVKWY_97KnldtW723T9m9dqqMGN216-RFPHbLLW7x6HTX1M7VjVW7cVqBx1XNQJYN84568Fm6pD0W78tXMm2cJH4lN58JbFX6LR6NW1WyrJD2wZnHnW7PJJh88-ryYpW3qN4L95MyBDbW7xZz9D3s7XzmW7qNV0Z99VqQlW4cV7rN3DHXgbW45f56W37nwG8W53Fj6M5rmbBlW6dvSCf5GS1s_f4RJc9q04 )
Featured image for: Amazon blocked Meta’s Muse. Then Shopify wired it into every store. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3plW7lzqNL7tCZKSW4N4LMf4L2fVbW7CKWtH9b3BH_W2qV-G57d-F15W53BSCD4fx2smW99Z2QV18swxBW1qHrkM4CJ8WjW2-dWMb5hSj2hW8_ZtPQ6DxBXVW948bTc6kls4KW8c--JZ11DJn7W61Wbzm68CyrGW5jPM8g7vDbmRW2gPL1g7w99LLW5fRw553pmjLQW1P6lkz11sYhCW9cqDvb4D5lMqW5RvbsH76wKm7W10kt5d634fzwW2xdxdy7FQ-QVN3s8PsfdwrzJW10NB0l7DWZDdV9NDX262B9LtW2SW0qM60gW67f3p7NTW04 )
Amazon kicked Meta's Muse off its store because the agent never said what it was and seemed to be holding onto people's passwords. A day later, Shopify let Muse into every one of its stores. Why the two companies treated the same agent so differently says a lot about where AI shopping is headed.
Amazon started blocking Meta's Muse from browsing and buying on Amazon.com on Sunday, roughly two weeks after the personal agent launched on September 8. Shoppers who ask Muse to buy something there now get a pop-up telling them that continued access by an unauthorized AI agent...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3plW7lzqNL7tCZKSW4N4LMf4L2fVbW7CKWtH9b3BH_W2qV-G57d-F15W53BSCD4fx2smW99Z2QV18swxBW1qHrkM4CJ8WjW2-dWMb5hSj2hW8_ZtPQ6DxBXVW948bTc6kls4KW8c--JZ11DJn7W61Wbzm68CyrGW5jPM8g7vDbmRW2gPL1g7w99LLW5fRw553pmjLQW1P6lkz11sYhCW9cqDvb4D5lMqW5RvbsH76wKm7W10kt5d634fzwW2xdxdy7FQ-QVN3s8PsfdwrzJW10NB0l7DWZDdV9NDX262B9LtW2SW0qM60gW67f3p7NTW04 )
WHAT ELSE IS NEW?
Featured image for: Jensen Huang says the junior developer problem ends in two years. Here’s his math. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3nzW6RsB6B6gZl_pF8qMSh622QvN7hJvMStDvjKV66vQn8v0L21W4GKDH44vBVTlW5lVDmZ6dBdQvN7tJdPCxzsr8W5xMZCd5z3nzFW6ZkkBl68Vf1-W41vD_L6cr_ZyW74m4X76VKJT9W61f5VL7vPy6NW1J5HZR5Fy0RnW15pcGZ3ylkqGW8CSJfW5TzKBkW1s7PVN1yqNCLW4Rb2Y_6D59n4W5rqRhd6b_mNsW3z32Y67YppxcW5k_Mp6169YJhW1z9sYR4D6x3bW3dr3r139c5KZW7HpsYb2S3DKTW3g1qqQ6HhkSCf5X-sZg04 )
AI Agents
Jensen Huang says the junior developer problem ends in two years. Here's his math. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3nzW6RsB6B6gZl_pF8qMSh622QvN7hJvMStDvjKV66vQn8v0L21W4GKDH44vBVTlW5lVDmZ6dBdQvN7tJdPCxzsr8W5xMZCd5z3nzFW6ZkkBl68Vf1-W41vD_L6cr_ZyW74m4X76VKJT9W61f5VL7vPy6NW1J5HZR5Fy0RnW15pcGZ3ylkqGW8CSJfW5TzKBkW1s7PVN1yqNCLW4Rb2Y_6D59n4W5rqRhd6b_mNsW3z32Y67YppxcW5k_Mp6169YJhW1z9sYR4D6x3bW3dr3r139c5KZW7HpsYb2S3DKTW3g1qqQ6HhkSCf5X-sZg04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3l_W44f3TK4yJYwcMM6q8qTg6ryW7d64rh84VGl_W1tT4Z23h5KHcW3P3rnC3S_16ZW8w4BrC4KPS8dW6hv1YN4Q51MxW1nHQN57kx_p7MWTTQYYdGDFW1CgKG23jvr5mW7FYcDJ1KnVqlW7wSrQ_3pSWgNW41B8B1747zTVW4JZtwd3-qV_xW4c1rv23xl_v2W11CmWY6shDFhN77xfhwnNX5_W29pL673HnB96W7_qf2y68LWkYW2mlq4P7RssLQW333wnK2x2VJ4W2SCyvD5xqjjWW5zNmf51XmX7dW5b3YqR3BXMvqf3Pgg6-04 )
Featured image for: How confidential AI splits control between data and model owners — and opens new opportunities for both (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3prCCW7Y8-PT6lZ3p2W4G4XtR86xsbJW5t1msK1Vts3XW6dqQy62tW85_W7S5SsX6R6TPzW7xBV5p8VbGn-Mt5xwNwBQMdN118klnpjm6TW1zh2TR18jzDdW2L2WFj7NWpdYW8TKNcX6XnpNfVSGK7x8Z6vDWW21PnGV1NxmdgW4kLcJF2zcq1NW3hdghk814SG4W45fFpq30VRJsVHK3PW8v4-1KVFLM5d4p44_CVYVJyZ1hqftjW1Yv4PM51V3yKW61wQ_93q4m7lW6MspfY5LnYGwW5Q6jQX3pZ_VrW2qNmF42Lh6MCW5BQ9Bc7CXsTbN3ZqxhQ7LRjJW52nK552Tq6dFf1WWX9q04 )
AI Infrastructure
How confidential AI splits control between data and model owners — and opens new opportunities for both (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3prCCW7Y8-PT6lZ3p2W4G4XtR86xsbJW5t1msK1Vts3XW6dqQy62tW85_W7S5SsX6R6TPzW7xBV5p8VbGn-Mt5xwNwBQMdN118klnpjm6TW1zh2TR18jzDdW2L2WFj7NWpdYW8TKNcX6XnpNfVSGK7x8Z6vDWW21PnGV1NxmdgW4kLcJF2zcq1NW3hdghk814SG4W45fFpq30VRJsVHK3PW8v4-1KVFLM5d4p44_CVYVJyZ1hqftjW1Yv4PM51V3yKW61wQ_93q4m7lW6MspfY5LnYGwW5Q6jQX3pZ_VrW2qNmF42Lh6MCW5BQ9Bc7CXsTbN3ZqxhQ7LRjJW52nK552Tq6dFf1WWX9q04 )
by Megan Carnegie (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3kDN230Xp9M0tgqW7b3c0j63cwfCN6YJPCYgMfpzW7KGHfG1xjvl6W6hfY_07tshpKW2GN68L1r2yCBW28rWgt6p0cxvW6wvMPs27qMtKW1SJ5cD8kjqs8W4xSmkt4hGGDzW36pqTF2KQbKlW4FqVdR36LpW6W7y2jP_6Ft7mTN5SFnCjHdpLXW3sfWXB4rt89fW3r3LlP8zVhtpW8pKZ_f6xgqpGVtxMmS2mrBTkW7YmWHr17gCcnW1T4-cb9d-6ybN1Cx9JvnmZv2V7mDzL6BBlqwW8s5DFD4PcKPCW103WKP2WJGCFf17mxpb04 )
Featured image for: The software supply chain is the new battlefield. AI just changed the rules. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3kxW3xWWP14j-GzcW3L8pwg1qh1bKW8TSCp_7J91gXW1QM7xx6lQbr9W7zX1Jl8jX4JnW8ky39N6bNwYfW5F2TcP7Dh0gWW5pW-qk1l0ldMN4qv2d4XH7p8W6ZyxM96dpY5KW5_ywLc1vh1MpW3T-tyx4WXxJBW56wjzv72lHpwW15dCD52L5ftHW1HxlX77KB0CZVvxsBP3sMBVvW7y00P840LvGDVLQVv32zNXsVN4VNx_jvW2pCW2rPjSB3-6-MTVTbHHR5xyxVzW33Y7gt31l0P0W6MR-bg7-7RCJW39WWld5X5j3ff6x-VkT04 )
Security
The software supply chain is the new battlefield. AI just changed the rules. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3kxW3xWWP14j-GzcW3L8pwg1qh1bKW8TSCp_7J91gXW1QM7xx6lQbr9W7zX1Jl8jX4JnW8ky39N6bNwYfW5F2TcP7Dh0gWW5pW-qk1l0ldMN4qv2d4XH7p8W6ZyxM96dpY5KW5_ywLc1vh1MpW3T-tyx4WXxJBW56wjzv72lHpwW15dCD52L5ftHW1HxlX77KB0CZVvxsBP3sMBVvW7y00P840LvGDVLQVv32zNXsVN4VNx_jvW2pCW2rPjSB3-6-MTVTbHHR5xyxVzW33Y7gt31l0P0W6MR-bg7-7RCJW39WWld5X5j3ff6x-VkT04 )
by Carly Page (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3nfW2gyfjy70Jhr_N2VYp_rNw36hW7kNr5Z8xb3PmN1LTYDRk8nGxW4YgGSs7RFP78W29zJ-F2knhCSW2dy0Tz72mctMW80tMx56cZNNFW45nPch2SHdmNW7J990T4MClxnW1Y96_d5k4MvpN3Nx0gv4vlq4W7pZpvY7MkM24N5lZhr8GZTY4W9fTTwP46N5jBW1hspR066TFw9W4Qj3J83hnKWKW5CGxlM80_hmSN9c8LPCn1zFyN23tKYKQqKM-W7055QH8YK21VW3ZD3pD6St-x4N7BYlZPCBmQ5W5KYn8r3BBRW6f8sPsWj04 )
Featured image for: Vulnerability alert fatigue nearly swamped WHOOP. But its fix still keeps a human in charge. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83prCCW8wLKSR6lZ3nwN6h1lT3bcr28N52JWx7GLS1VVNrkw18crsPnW5XBmMx8CMMNrW2FWYbg4kndm9W3M9ljY3CTWKZW1VLK2t1MQgsFW9dvnHh3ZwlN_W29cZ__6DvR7GVs9MCP86nnt1W3gnvyJ4vNNPRW5bV5KY8XwJHjN5FFghnDSVwwW6ZH5dR2gYFhcW5GFlgZ2Q52M9W6SH1x879BsLMW3p1HSK4CYqXCW28_QsX29YPKPW5spDBB14bdjbW88vGT44wVbRGW5T2BQ_3Ssgg8VFMzqp5w91KFW91vDyv3_tJ_0W1nTqWC19H0qDN1Y-JpH_2cR5W3WNPY1961wmFW85jtG27hbSypW7S5jKq7NXP-Nf5C-YYR04 )
AI Engineering
Vulnerability alert fatigue nearly swamped WHOOP. But its fix still keeps a human in charge. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pB83prCCW8wLKSR6lZ3nwN6h1lT3bcr28N52JWx7GLS1VVNrkw18crsPnW5XBmMx8CMMNrW2FWYbg4kndm9W3M9ljY3CTWKZW1VLK2t1MQgsFW9dvnHh3ZwlN_W29cZ__6DvR7GVs9MCP86nnt1W3gnvyJ4vNNPRW5bV5KY8XwJHjN5FFghnDSVwwW6ZH5dR2gYFhcW5GFlgZ2Q52M9W6SH1x879BsLMW3p1HSK4CYqXCW28_QsX29YPKPW5spDBB14bdjbW88vGT44wVbRGW5T2BQ_3Ssgg8VFMzqp5w91KFW91vDyv3_tJ_0W1nTqWC19H0qDN1Y-JpH_2cR5W3WNPY1961wmFW85jtG27hbSypW7S5jKq7NXP-Nf5C-YYR04 )
by Jennifer Riggins (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3kWW3ngR3W3PgWHtW3SS8qg8JCQjHW91p1Dh1FmJN4W3qfmPc6SkwVQW1kJ9gW5xhSPNW7gS-8146YgQnW5gtYTB4gw2DzW4RHwfh79S59-W7-8dRQ8vs3pmW78kn6526YDbHN8xBpPfSkgW7W9hqXxg3X47rjW2qPKQR48-qwHW1MFqdb2BhPNgVfLdhM1qzVzRW88tPx82-KMXJW4YSPl94Lk1hVW5-6BmZ1MP2CLW133kZL42cwbtVTRr3G5mpDjkW1RrDk33JrTv6W2BybKW2cG4XpV2gxDd69hHq3VKQ_hn47LktPf4vYwq004 )
Featured image for: AI spending can run negative. Qodo’s CEO built an ROI equation to fix it. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3n_W6xCqxM3YBF8VW3WsjyD2CWCc4W6cN3D45BWfXKVT-nNV10-mGzW5D2hVs1pY1XWN1Dbzm-31jh-W8TRy518kKrnQW22-PJz7XTQDnW5dS6X95ZH-ZZW40QQwY2S6QqVW2PCGhP62dGBjW1lkpW68JrClLW5vYYJk23FjDFW5474rN42ZR6wMSwkdnhwl9HVqVn6l28JQFDW1vR2Wx4LcFCVW8GDjnn8pgx4LVSnCzs3kZzqnW7ssXjM5y0sBKW96_tmd5YjHvRW4mCkxP5p3bNsV2s3ZT5pr-jZW6fX_g6754nzMf6572PH04 )
AI Strategy
AI spending can run negative. Qodo's CEO built an ROI equation to fix it. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3n_W6xCqxM3YBF8VW3WsjyD2CWCc4W6cN3D45BWfXKVT-nNV10-mGzW5D2hVs1pY1XWN1Dbzm-31jh-W8TRy518kKrnQW22-PJz7XTQDnW5dS6X95ZH-ZZW40QQwY2S6QqVW2PCGhP62dGBjW1lkpW68JrClLW5vYYJk23FjDFW5474rN42ZR6wMSwkdnhwl9HVqVn6l28JQFDW1vR2Wx4LcFCVW8GDjnn8pgx4LVSnCzs3kZzqnW7ssXjM5y0sBKW96_tmd5YjHvRW4mCkxP5p3bNsV2s3ZT5pr-jZW6fX_g6754nzMf6572PH04 )
by Alex Wilhelm (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3n4W16Qc9R8sQxDTN6By4gR6g9TmW3rThJN4LhYh7W3Bf_gD7JLbPmW8RH1Yl22l2BcW96PZ348NdWtlW6W07hM21g-sCW16WxQf1-LPQvN2mytD9tPm47W8G7rWJ8ygwRPW5QlJ_s6jYPr1W1H8vyV1y-_6FW3Z2yVh5zyWMnN1NNHZt7n1H6W398D023BB28XW2WH-XH68ktbDV-x_n450nHcbW3yrLyT8pW0WcW1WWsSy4V8vF5W4fldry8gWGQ4W7j49nB8dwQJfW7L3mT65RLJqSW6C872W2LDVk1W36FKsL4HVp1vf5t9x3K04 )
Featured image for: Anthropic made Opus 5.5 cheaper. Then it broke four things your agent depends on. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3prCCW7Y8-PT6lZ3pTW61bQCl781xLjW2fZwVD70bv_kW1KnjjJ41rsl3W9bMw-l8rgFwZVZ1lM76FQvBZW62FtC54-Qb1xW7dvWgG33W-vtW1-QVCj9k3pPgW2JPZ8-8_nhf_MMslZrbdDhyMDQNSGX0QXTW3M2n6j2kwdgNW58rB5y1-0JlWW3fj-q62JDcqWW5SDqqZ8blmSFW2C2ds97YrJ6jW6sbCgF7Bxr8CW1bpS5d9k_Y5VW3F5BCQ1MKKqhW2X-gHB25mGTnVfR5Qd9lqDnSW7HP2Z89c9DQ8N8PxmRj8MQg-W5HywQ_6FyvJPW1Kj-SP3MdQP8W1Pdv8D94zlKBf24LH1l04 )
AI Engineering
Anthropic made Opus 5.5 cheaper. Then it broke four things your agent depends on. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3prCCW7Y8-PT6lZ3pTW61bQCl781xLjW2fZwVD70bv_kW1KnjjJ41rsl3W9bMw-l8rgFwZVZ1lM76FQvBZW62FtC54-Qb1xW7dvWgG33W-vtW1-QVCj9k3pPgW2JPZ8-8_nhf_MMslZrbdDhyMDQNSGX0QXTW3M2n6j2kwdgNW58rB5y1-0JlWW3fj-q62JDcqWW5SDqqZ8blmSFW2C2ds97YrJ6jW6sbCgF7Bxr8CW1bpS5d9k_Y5VW3F5BCQ1MKKqhW2X-gHB25mGTnVfR5Qd9lqDnSW7HP2Z89c9DQ8N8PxmRj8MQg-W5HywQ_6FyvJPW1Kj-SP3MdQP8W1Pdv8D94zlKBf24LH1l04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3l_W44f3TK4yJYwcMM6q8qTg6ryW7d64rh84VGl_W1tT4Z23h5KHcW3P3rnC3S_16ZW8w4BrC4KPS8dW6hv1YN4Q51MxW1nHQN57kx_p7MWTTQYYdGDFW1CgKG23jvr5mW7FYcDJ1KnVqlW7wSrQ_3pSWgNW41B8B1747zTVW4JZtwd3-qV_xW4c1rv23xl_v2W11CmWY6shDFhN77xfhwnNX5_W29pL673HnB96W7_qf2y68LWkYW2mlq4P7RssLQW333wnK2x2VJ4W2SCyvD5xqjjWW5zNmf51XmX7dW5b3YqR3BXMvqf3Pgg6-04 )
Featured image for: OpenAI cut GPT-6 token prices in half. The bigger lever may be the cache. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3prCCW7Y8-PT6lZ3mRW5tvYpf3-tvxZW8H9pjF4HzWWbW8Zrb2Q6y3B0XW1L5s8h2YRZKWW4rxZr52fwNJGW62dKc_7JbzbqW7dQXfD4MhJMmW6b47TQ6TdkzkW6VG86n6l30vMN99yClyGzD5sW3sPJBH40vVqTVbP_wh4RzqGkW36ShlC42dzTLW463wRK3ZzgfLW1XPpVJ15rYzZW2gXJRZ6KZvNnV1MrWc7c32M2W2C4bYy5thBJSW5GBZrz4JcMH9W4yM-wc1X8qZ0W8cPjkx2KYBsTW8vVyBt3_cGBtN1s6whhpDmDVW4bssQw89G6tGN4_d01khHdjRW3h-XRK1gsFVrf4312p204 )
AI Engineering
OpenAI cut GPT-6 token prices in half. The bigger lever may be the cache. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3prCCW7Y8-PT6lZ3mRW5tvYpf3-tvxZW8H9pjF4HzWWbW8Zrb2Q6y3B0XW1L5s8h2YRZKWW4rxZr52fwNJGW62dKc_7JbzbqW7dQXfD4MhJMmW6b47TQ6TdkzkW6VG86n6l30vMN99yClyGzD5sW3sPJBH40vVqTVbP_wh4RzqGkW36ShlC42dzTLW463wRK3ZzgfLW1XPpVJ15rYzZW2gXJRZ6KZvNnV1MrWc7c32M2W2C4bYy5thBJSW5GBZrz4JcMH9W4yM-wc1X8qZ0W8cPjkx2KYBsTW8vVyBt3_cGBtN1s6whhpDmDVW4bssQw89G6tGN4_d01khHdjRW3h-XRK1gsFVrf4312p204 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3nWW8YYFN74r8DGGW51xlRh5TGjv-W32Ytfm5Z5ry8VMGqmQ5_LzN1W4gvMPD5Yf1TtW5kjhlN6b4Tg2W9k7Zs57CzggbW16BBhV2YLZjnW85NwQS5bCqTnW76C60g4GT70cW4M1n2D5rHkwzW1Jxd728d00YkW54TzlB1k21T_W4t1ZT37K6wkfVwqqqC9bVBfqN9cCXJP5GN2XW4-Q06k2Wc8F8W3rNWQN8zcFSYW5C8rmD3q9K9WW2W37zY8TcVJwW5DxPp97_MZX3W6HMK5v41941fW1LQzr34zlwqLW7HX-gM5dLYX2f3JfByz04 )
Featured image for: Claude Opus 5.5 wants to finish your coding tasks, not just start them (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3q6W78kW8Q8VzBbGW8wR8nr7pb4yVVZwzM02w3VKNW3HS3rx3Xj4nxW7LzMpq6YRRGxVjTl_666SyGfW6TlY1_8cMNCZW8RjHSj7XPg4RVWBm9c5ZfwtjW5SVk-B8rJHC8W1X7V5z3m1-DPW7qXqkp3WMxfzW2qJqfz8wZLp_W2SX56x6z0n-7VkbrL55MpGDKVK3gPZ7wyyBWW7B5p686cCC8kV2lrpt2cJ9RGW7Rks0-5lyNGgW4t1zF16NDN9GW4GBbrc7MqV-hVYV-cZ2VkGnwW9f4kMF5NL30NW5v6q-32DqRGzf99Rpqs04 )
AI Infrastructure
Claude Opus 5.5 wants to finish your coding tasks, not just start them (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3q6W78kW8Q8VzBbGW8wR8nr7pb4yVVZwzM02w3VKNW3HS3rx3Xj4nxW7LzMpq6YRRGxVjTl_666SyGfW6TlY1_8cMNCZW8RjHSj7XPg4RVWBm9c5ZfwtjW5SVk-B8rJHC8W1X7V5z3m1-DPW7qXqkp3WMxfzW2qJqfz8wZLp_W2SX56x6z0n-7VkbrL55MpGDKVK3gPZ7wyyBWW7B5p686cCC8kV2lrpt2cJ9RGW7Rks0-5lyNGgW4t1zF16NDN9GW4GBbrc7MqV-hVYV-cZ2VkGnwW9f4kMF5NL30NW5v6q-32DqRGzf99Rpqs04 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3pLW2g6t_Q2r4bH2W44LKt965NCrrW99Vkfv1lZB3xW8X476J25SxYbW8Rjgjc1Yv-ctW1lCydx11vp1JW6gDWCc97XWq-W6VDLRt66gzXMN6Lrf9D3vBrLW1y9gPc3Pd2J1W18yJZd28Y8d9W8PZL6f1HcWBhW12PrX43FQYBZW8rwZ0q4zWtGDVmYpcS66rmKdVH_HQW3ycBG7W5Q8ySR7ZXw_sW4lTJmb8vVB4tW4dhMVQ8MDWtFW6z7Dsl4fpnYjW3KcTGp3h7kWxVjCvhY2fhvlqW4rHnYz4TnkcWW2J_DWr3rsgbPf5VJh8R04 )
Featured image for: GPT-6 Sol closes most of the alignment gap with Astra. It’s one-fifth the price. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3q4W71kX4V1qpc5jW5Jsn_h2R6DQxW2wKLH84xHZf7W3p4rrz5RzK9YW1CCjx-3bb9hJW7lPJ0F8SM03cN6Nn8lQXBCztW6mDvhs1pFhQlW2rvD-n4H1yKtW203qWN39tkyrW2qJGFD2PjZ_xN1tNmPswTFL4W3RWw4t8XhN0yW6D7Dt16sGM6hN6YZ6L92qQpMW8-kBJc3VJhYvW1tr8bP6qXn2rW7hnNTq3WvbRBW7kfFNt2Vb0XCW4Fx3tk3D0lx3W5S6n6q3yFljGW2Sg0nk3fhzqHW5WCHRn2qV7lTVMFB_F7WGNZ5f5Rl1WR04 )
AI Agents
GPT-6 Sol closes most of the alignment gap with Astra. It's one-fifth the price. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3q4W71kX4V1qpc5jW5Jsn_h2R6DQxW2wKLH84xHZf7W3p4rrz5RzK9YW1CCjx-3bb9hJW7lPJ0F8SM03cN6Nn8lQXBCztW6mDvhs1pFhQlW2rvD-n4H1yKtW203qWN39tkyrW2qJGFD2PjZ_xN1tNmPswTFL4W3RWw4t8XhN0yW6D7Dt16sGM6hN6YZ6L92qQpMW8-kBJc3VJhYvW1tr8bP6qXn2rW7hnNTq3WvbRBW7kfFNt2Vb0XCW4Fx3tk3D0lx3W5S6n6q3yFljGW2Sg0nk3fhzqHW5WCHRn2qV7lTVMFB_F7WGNZ5f5Rl1WR04 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzz3prCCW7lCdLW6lZ3nWW8YYFN74r8DGGW51xlRh5TGjv-W32Ytfm5Z5ry8VMGqmQ5_LzN1W4gvMPD5Yf1TtW5kjhlN6b4Tg2W9k7Zs57CzggbW16BBhV2YLZjnW85NwQS5bCqTnW76C60g4GT70cW4M1n2D5rHkwzW1Jxd728d00YkW54TzlB1k21T_W4t1ZT37K6wkfVwqqqC9bVBfqN9cCXJP5GN2XW4-Q06k2Wc8F8W3rNWQN8zcFSYW5C8rmD3q9K9WW2W37zY8TcVJwW5DxPp97_MZX3W6HMK5v41941fW1LQzr34zlwqLW7HX-gM5dLYX2f3JfByz04 )
FROM OUR PARTNER
Better Claude. Half the bill.
Code exploration burns tokens on code you already own. Agents on Bit Cloud create and reuse your components instead, so the same usage costs less every month.
- Agents reuse your components instead of re-reading them - Same model, same output, fewer tokens per session - Savings compound with every developer on the team
Cut my AI bill (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzg3prCCW6N1vHY6lZ3lQW9cYRdc3b3FKMW5J5Pd_8k5v88W6k86-Y3KdXfkW70n0m83zvp8jN35nCqfl3yKTW6Z4Ydz86JFskVsMWSD6l2KztW4wK0bK2YYCRHW5_YjDs3QY5x1W49njpD4bdHp6W2vTDL14qbCBcW8zWJMd3VsVqdW2cZKQy7MlKBmW2Lrr7H1qg4v6W3r-f1Q3-zrd3VSvcMW8b1srjW7R7FLS6HQyC3W4ydqpS8pS6L0W2FT2BJ1HL578W13b-Dy4j0yrZW1CZnfb6BTL2kW89nN4s2_m7XYf89y4ss04 )
FLOW STATE
WEBINAR
What breaks in your retrieval layer when hundreds of agents hit it at once (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pyn5fkwKW50kH_H6lZ3m4W37FQBw1tLKJ_V_w3CT82RnPvN1XtvFNb84LhW1Gp_Lk7DqHdZW2F3bVV213KktV2gcJp7pCYtNW8w60SM6vFk22W8pR-5g88njcJN6_0j3QfnxL5W3RSR5Q66yy1nW1QQBgz7rP2hkW5cLZj96Vt6TbN3pGZL6cg-QlW1Prdj_5JKJKfW2Bnh6z2B--bXW5nLX_Q6xtwV_W6zDfqB5dvjV6N4K6R_qZqZqmW7gvTHB1DfdKLW809T5G2s0NmYM1DqSpRGlTTW3x13h75y4NPRW4y9BD48CvsxlW77_YtB1gLN19N2w1s2433d4wW7K8pJB6WnvvKW6sV6Bn6PhgSBVg-1vs19MqK4W38-T7c3c_qVTW8F7wxg4HJQyhVKRStc6V37y8W29BxMJ98Xjzdf4dqw-R04 )
Your retrieval layer works great until hundreds of agents hit it at once. Join us live tomorrow, September 24, as we walk through the failure modes that show up when retrieval has to serve concurrent agent workloads instead of human ones: latency stacking, stale context, and relevance drift under load.
Register to join (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pyn5fkwKW50kH_H6lZ3m4W37FQBw1tLKJ_V_w3CT82RnPvN1XtvFNb84LhW1Gp_Lk7DqHdZW2F3bVV213KktV2gcJp7pCYtNW8w60SM6vFk22W8pR-5g88njcJN6_0j3QfnxL5W3RSR5Q66yy1nW1QQBgz7rP2hkW5cLZj96Vt6TbN3pGZL6cg-QlW1Prdj_5JKJKfW2Bnh6z2B--bXW5nLX_Q6xtwV_W6zDfqB5dvjV6N4K6R_qZqZqmW7gvTHB1DfdKLW809T5G2s0NmYM1DqSpRGlTTW3x13h75y4NPRW4y9BD48CvsxlW77_YtB1gLN19N2w1s2433d4wW7K8pJB6WnvvKW6sV6Bn6PhgSBVg-1vs19MqK4W38-T7c3c_qVTW8F7wxg4HJQyhVKRStc6V37y8W29BxMJ98Xjzdf4dqw-R04 )
TAKES
Going public now is a risk (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3gP0xW7Y8-PT6lZ3kTN2NnpphxhPkFW7kD1271Qc9lsN2w5ML03qzxmVZxNBN2sv_8YN3k6ntmDZbjBW9hQjzB406FvVW3cVMSf5hfvvWN57Rb7SsdFbcW2m6ZkW3nYCc1W4RLYqV8h6mLCW2SBhRR5h6dMCW6p_HDK5bj7JzN6zP4Ys96YWhW595dSq4F83ktW2pn02_48lZ-gN2cKqvW3sDNxW82tRx34yR31JN3sNsC2KJzS1W84c66C968bMMN6w4fl2Z9xnpW6TkWWg1CR_DXW79Q5fC62P2rzW67Cq6J1SKGk4W8X0kbV8MK0rhW6y5ln43bGvfrW83Z97B8G-gh9dv2SH404 )
The model of borrowing money to build AI infrastructure is souring among public-market investors.
Read on Cautious Optimism (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzT3gP0xW7Y8-PT6lZ3kTN2NnpphxhPkFW7kD1271Qc9lsN2w5ML03qzxmVZxNBN2sv_8YN3k6ntmDZbjBW9hQjzB406FvVW3cVMSf5hfvvWN57Rb7SsdFbcW2m6ZkW3nYCc1W4RLYqV8h6mLCW2SBhRR5h6dMCW6p_HDK5bj7JzN6zP4Ys96YWhW595dSq4F83ktW2pn02_48lZ-gN2cKqvW3sDNxW82tRx34yR31JN3sNsC2KJzS1W84c66C968bMMN6w4fl2Z9xnpW6TkWWg1CR_DXW79Q5fC62P2rzW67Cq6J1SKGk4W8X0kbV8MK0rhW6y5ln43bGvfrW83Z97B8G-gh9dv2SH404 )
HOWTO
How to attach an owner to every cloud resource you find (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzg3gP0xW6N1vHY6lZ3lFW98FHFP4RmCcmW6-MnRt1LMpZ9W77hXQ_65v0cKW8Y41Sx4Z1fVCVNhWcP1XkRGGW2wN4yX5Gf5bZW3jnqTt2KWcv6N3fw6kgx2lRFW6_zSH44CCXqvW8NCQnq4mc9xSV1gwkS2Zt6VxW93JhnG47ZTgSV-GqGs3QsKD5W4H7YKx7VXFL3W68yLpm8CXctxW9f2KWp16_qwZW5NBtGN7kHGCgN2QPjFjGVC5KW46pzMJ5Jsk7zW3nzBLg1yDpG6W2cn77t6K-38WN8X8nskGnmsnf2N_XMH04 )
Stop orphan cloud resources using query syncing, strict tagging policies, and audit records that survive employee turnover.
Learn more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVGDzQ51wQm2W8m14b96Q_6lkW7nzmJr5VjRmVN2L_pzg3gP0xW6N1vHY6lZ3lFW98FHFP4RmCcmW6-MnRt1LMpZ9W77hXQ_65v0cKW8Y41Sx4Z1fVCVNhWcP1XkRGGW2wN4yX5Gf5bZW3jnqTt2KWcv6N3fw6kgx2lRFW6_zSH44CCXqvW8NCQnq4mc9xSV1gwkS2Zt6VxW93JhnG47ZTgSV-GqGs3QsKD5W4H7YKx7VXFL3W68yLpm8CXctxW9f2KWp16_qwZW5NBtGN7kHGCgN2QPjFjGVC5KW46pzMJ5Jsk7zW3nzBLg1yDpG6W2cn77t6K-38WN8X8nskGnmsnf2N_XMH04 )
How did we do today?
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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!