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ChatGPT just got a major upgrade
Fri, 14 Aug 2026 06:05:08 GMT
AI agents just found their favorite language
Thu, 13 Aug 2026 06:02:17 GMT
For AI leaders: Join the AI in Action channel
Wed, 12 Aug 2026 15:00:31 GMT
OpenAI’s power move on Claude Cowork
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Meta just dropped a Glimmer of hope for smaller AI
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A shakeup at Google AI
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Selected Message
From: newsletters@...
To: [email protected]
Date: Fri, 14 Aug 2026 06:05:08 GMT
Subject: ChatGPT just got a major upgrade
To: [email protected]
Date: Fri, 14 Aug 2026 06:05:08 GMT
Subject: ChatGPT just got a major upgrade
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<td align="left" class="text-align:left;"><span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; color:#48607a">August 14, 2026</span></td>
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<style data-hse-inline-css="true" data-hse-element-inlined="true"> /* TOC Description WYSIWYG */ .toc-desc p, .toc-desc li, .toc-desc a { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .toc-desc a { color: #1a6fa8; text-decoration: none; } .toc-desc ul { padding-left: 25px; } .toc-desc li { margin-bottom: 8px; } .toc-desc ul { margin-bottom: 8px; } </style> <table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding:28px 28px;"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; color:#142640">Total recall, zero screenshots</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><strong>OpenAI is launching a new feature for <a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3nNW2jwdv73zPjDsW30WQcl50jHXvW61nkhq3z2b2GW2MYFtP7sYt04W8Rqcc91C0NkyVqdRmd7_6D9vW1-NGjl4mmLcMW6Q6SzH2drDzzW4lM7bp7GYYmTW8sfR0q7SQK5SW2_-43p2B25yVV1t8l_5Vq38NW7j--yn95MdDNW60mNLD7p57BLW8Vr3-76F_lzyW80XVlp7jDhDQW25FRsg17lD2qW6TVhWl5qcfGvVmTm8f8WQVhbW8cX32Y5cldzbN52y4TmJ09rVW2s3np_8H1D_HVPY9xQ3p6_r6W8q17xt1L9C6JMXSsml11DtlF5SM2-Sk3Zzf55y8xj04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="jXgQMZ+R" target="_blank">ChatGPT Work and Codex on macOS</a></strong> that sounds quite useful but may also make you feel a bit uneasy.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Computer History is a new optional feature for Pro, Business, and Enterprise users that, with your permission, can watch your day-to-day activity on your computer across apps and websites and turn that into memories and a timeline.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">This, OpenAI says, will then allow ChatGPT to answer questions like “What was I debugging yesterday?” or “Where did I leave off on that PR?” — all without having to re-explain the full context of your query. Based on your history, ChatGPT will then be able to find the files, documents, and conversations relevant to your query, no matter whether they were in Google Docs, Slack, or an open browser tab.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Of course, this will also be useful for when you know you read something but have no idea where.</p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><b>Go deeper: </b></span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3mMVYVFXK8NVqbMW1B5BwL5Kw3JfW3Grw5W5b-wmlW1Y6qVr1mCGclN5RxLFhwvsyMW53ZPtr8sjLgwW5BXd2V149-39N71Ppb02ymtCW4vGV-r8V43_GW3n9KPv83VmWPW3ckq7779lCFDW6SNRNR10FC71W4TddgQ4c0msdW5gXCPW3_jbFMN36T9nMXZ6jlW7J9Yd75pH7GYW4B-zwV4cnpBVW4p3g_M7GyZ1jW40mHYh53RS5yW70DZCz7g8vrQW8mtX192fQQ-qW47fFRf1_FqqwVrQZJ23rgQyMW851JGd3sbNX5W2Rjv9c3gpm-5W7Yggjh2Zwjg4f7G6jnM04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="tgDly5lW" target="_blank">ChatGPT can now remember what you did on your Mac — without screenshots</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><i>More fresh reads from TNS:</i><i></i></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹</span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWl3qgz0W8wLKSR6lZ3kHW41lYyd15qdSsW2rrcs17mkHpKW95fKg91T76mkN1Yq6lyhzmQpW3SDvmn2Qd4HBW34DcQ35l6sw9W8rs61V3VSZjfW6y2y9n2hLxsqW3mQ3DP7R769QW4NKtY_63w6DjVBMh9l51dJf4W1fMzRV1sxVgDW7v4k-D4Rq2G4Vmn5R55x8zQXW5dnl3F67hb42W1LYtbj151XqPW2ZPtmf2zMTSxW8ynpmp4zylVRN98mQVDv_gTSW5XMlcJ9chlyCVS7BCk5BmdrTW8ZbXWG1ndKJSW8fd-h_5s3Y7mVx-WH44gvmTlW6sk_B72FC9c4N6hDB1M2htL0W7crWZn1GLKQsW8L8rM33mD366f72zLyq04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="imcLMsxP" target="_blank">“Issue tracking is dead”; How the pull request became the last chokepoint in the SDLC bottleneck</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹</span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3mXVWcYgV5HddhHVsjf711scY3dW6Dyxlc6NSsFLW1z3Dzs6qpf_bW8CqQ875ZcbqMW3dPnqg4nZkKvVpvwRs8lJLWpW3YKt0F2pCLgGN5P7c59jG6qwW7n37Jv5QYkb-W8w9Sn51vWp3DW3DGZml42fdZwW46d8hD8KT9D2N8BgqcDxqn8GW7DD-mv5j4bzDW80jCrg8RWsyGW3WVWsS6h_jqBW4bNczL6pLpcVN1CRRhZysrfpVRNFSZ1xJh_9MQ8Jxh_Zk_kW6Qs2fB6B6dMRW8Cg7Sn7_KGKPVbmz7T6kvDhYW6d0l167lr_72W8FdnwL3Xq2lzf42l-cg04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="5onFcVBi" target="_blank">Anthropic’s Chrome extension is now a Cowork session</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹</span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWl3qgz0W8wLKSR6lZ3nYW8Xn-nX4YN9-mW72nlBj92gJyXW31p0Y87YKNgGW7NHmlh82yL--W5DwbYT1Q4rTsW5VYRH12C4mJ7W255zr74L4WKnW13ttLL1SH3wSW29jtMY2C5TNWN8jKNPHy7smQW6-g4Yb40RxC0W5G6rmd7TnBDRW3rGW-_3SRjMtW4_38rm2HvRPKW3t-1QP2cjk4fW49hlmm7-pQG1Vknrhc1CBYVCW2dD-Rw3JQSvFVq9JNg82vp45W4R5-tL6hWL62W2p71cl3qN7w4W1MZJ_W3lKK0tW5PYWcB3fDBx_W5pHnCh42kYm2W29RH2c7XTl1dW3zblpM6TfQBjW2RrNwB7_7Yj1N6KQQPwM6LwcdbzKdW04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="/EqYOQck" target="_blank">Why space is actually a terrible place to cool a data center</a></p> </div> <div> <table> <tbody><tr> <td class="author-img" valign="middle" style="width: 48px; height: 48px;"> <img src="https://thenewstack.io/wp-content/uploads/2026/06/c176528b-cropped-54a705ce-amandacaswellheadshot_4-600x600.jpeg" width="48" height="48" style="width:48px;height:48px;border-radius:50%;"> </td> <td class="author-name" valign="middle" style="vertical-align: middle; padding-left:12px;"> <span class="font--default" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:13px">by </span> <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3mDW2kZWhf3PHDCXW2C04Fd5fMB6VW7r2FDm3GVWcKW2z1WnW6Qsh2WN6x-9Bsgfs16W7bX6bY6JBSV5W8xvVtP1mbHQDW2NNbyY5YXMG7W6dJXgB9fsp2vW5G4pqc6HK6bKW2SXH_n147_XsW4hp2MW5z_6FkW6wggNT15z5BLW8qmQxg1ZfWRgW4y5TS95mqs0QW2GfmFQ2_n7dBN58Xm-Hcqgd7W8f0JLH52Sw22W6ph3qH1LqPSQW7_lNmX4Nm0BnW6sxPp91dXyjgN3Xrh4xTR3xtN4h352RpDg0lW1x00dd3h6l4hW8h7SZn4Rl65wW6Z-9TQ955SlRf5wtlxM04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:13px" data-hs-link-id="0" data-hs-link-id-v2="Tvw/EZk7" target="_blank">Amanda Caswell</a> </td> </tr> </tbody></table> </div> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .sponsor-desc p, .sponsor-desc li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .sponsor-desc ul { padding-left: 25px; } .sponsor-desc li { margin-bottom: 8px; } .sponsor-desc ul { margin-bottom: 8px; } </style> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWl3hCZYW8wLKSR6lZ3kGW2n8nd65d9fJNW2DqCXX7zR8mQV3RpGS7MqWq6W97_1Xj95fWSyW2J5gP56GYR7ZW66W5T84fptpBW7Kjydv5hC4-FW97mLzr38L0xyW3-tgPN2Tz1w_VGmcTY62L9tzW1p0sph78l7hbW68YWCm5wxpp6W4QYsW98LcnBCW73N1mm66R967W7clJbK6Fwg6YMX6d5tfSjNCW8yy6VY2z_ST1W7HLsVz9kV-7FW1GnzNZ5W1G_GW7D7QcN1SdQyJW22vWf94Bf6SFW97-WvR2TMbRgN4ZCDkvgh2tcW32ygq-57TFPMW5KxGn12BzHQbW1j-sjm2sMjPmW4s0hcj2S1zs6W75qYtN3SLNMndj6LmY04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="0" data-hs-link-id-v2="OISTNr2D" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/08/144a3b73-tds-200k-resume.webp" 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"> How Claude helped build a $200k+ ML resume </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">This article breaks down how Claude was used to help craft a resume that landed a $200k+ Machine Learning Engineer offer.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWl3hCZYW8wLKSR6lZ3nRN14T-1bYSqGVW3h9Hny6fzVSxW6b9sKJ1djXsmW1tX8r53SD1jYW6rjqTm8bd0yCW12yGkt6lQFp_W1Gbq9233hJtgW5ydRJr5hZL6bW8jzxsW51hYsNW4vXsXr8fJCZ5W1r8bQD2KWpzZW7zmjpd1XVm16W7b7b_48cRDTbW2CS5nc1p6J6WW17P9-w3Khyc8VblvF789QjNwW7gjdhl8nCgchW2BWKbK3HN55PW4kP7dj69JJt9V8QzVY7wdcQ4W4CvNzh4f9dFzW5F0yBY2sjDs-W1zVH7n6qm8gkW7N3cNs3Mb8PYW1SG3_N2Bh-XxW8P-MXG4gL_NsW9h1QbX4xtwlZM2D-FwqVV14f7G-VPs04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="1" data-hs-link-id-v2="19xDL4cb" target="_blank">Read on Towards Data Science</a> </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: #48607a; 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:#1a6fa8; padding-bottom:18px; text-transform:uppercase">TOP OF THE STACK</h3> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0 0 8px 0; font-size:20px; font-weight:700; color:#142640; line-height:1.5">Five European companies just agreed to buy AI compute that doesn't exist yet</h2> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:12px; margin-bottom:15px">by <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3ntW6WG5wM8NPzSNW7lth9c5zJ0XmW10XJ1-9h_2PyW3Pd_VV5cJs66W3NkYmx4h4LD_W2PBXkd85hR9DW2lRFr94XkLRgN30wS0VwJlKCW2S3pyW3JXnGtW2Z5qCb1THV_tW8C5C8l7rvNxzW1CCqgW6drwJdW8FzBBG4RBm0CW3mXlFy6pGy2LVWpXPQ2zq4gpW1Y4H1C57bzGdW5d5WQ21jrBvTW4hFyxK5sPqC3W5RNh1m5TXs5hW1RVzbH86L6xTW949QRG70HsbgN7z94R-CG_fJW5_5MCT2Nq-vNW65j39T3jSb-dW7S06bs1d7Mb5W5YsTfl1dzM3kf6MdB0404" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8" data-hs-link-id="1" data-hs-link-id-v2="95gbxGH5" target="_blank">Amanda Caswell</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3mNW1tL8xK99_8ZTVCgHfK2JCqW3W8Px5Hz4SPgSgW19LbJ31jHSJLW1N86Yn4PFPKVM9jWJnCHF3lW6R3Skx905zJMW8JS-j96H-BJLVf4VQS4q1HR5W5Lt9hG8twJJKW7X3W9C2vnLNFVYmpM92XXGznVTVqYD2JBxs0W8G-BkR9hTNBvW75r7TB32zBQWW3NyH3S4-_41nW5XWnVJ4nYvKzW7-QFg21qBQxGN3ps0M17wY15VGl0V07Hcv7bW4hQbJx7J4dDXW93KwKF6k8z7kW6cwlBL4l5kdNW5TSrcG6r5Jz2W6cJwT41MC7ZqVKZNgy5J0qMlf2ppsH004" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="0" data-hs-link-id-v2="4nljZDF6" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/05/1add10bc-by-yuniaz-gkl8wko39hm-unsplash-1024x768.jpg" width="524" alt="Featured image for: Five European companies just agreed to buy AI compute that doesn’t exist yet" style="display: block;width: 100%;height: auto;border: 0;"> </a> <div class="story-excerpt" style="font-size: 15px;color: #48607a;margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Mistral AI will host third-party open models on its infrastructure, starting with Z.ai's GLM-5.2, alongside new regional endpoints and a priority API tier. Mistral AI will host third-party open models on its infrastructure, starting with Z.ai's GLM-5.2, alongside new regional endpoints and a priority API tier. </p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Mistral AI, the French AI company that built its reputation releasing open-weight models, wants companies to use its infrastructure even when they pick a model other than Mistral. The company said... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3mSW4PBjRJ11l2_6W18fFSV8BhkbRW4w0xHn2Fdv-0W6c8Rph3Q1_K4W73HbjT44h9KqW2H2N3s7ST0kJN74zyfkkb5fLW1TzNFM3nrt5zW4rx2qD2M852xW1xN5Vg560xKYW1qhLyK4ZCzDDVD4b5g1GH5j0W4TxzY447X1sFW1T4WFV4_rlxRW5YjDxN879pljW2kfp156zVf3nW5YqQVk34D8vHMY38KnmNMxvW2cStbz73ZpDLW4xs88F7jcyQlW75W2lL1Jc_V9W8Zpy0n5HKQt1W93tnLf5p2VBQW7JrDy31FBS3pW4K06Wq47mwpqW3ZT4xB506vrHf3nXvCC04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="1" data-hs-link-id-v2="gf3DlPiI" target="_blank">Read more</a> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .digest .item-label--1 td { background: #00aff4; } .digest .item-label--2 td { background: #3a8fdc; } .digest .item-label--3 td { background: #9850c0; } .digest .item-label--4 td { background: #c43aaa; } .digest .item-label--5 td { background: #ff3287; } </style> <table class="digest content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <table class="digest__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">WHAT ELSE IS NEW?</h2> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">FLASH</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Models</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3n4W2Bw1951bVkd9W97h31h2xnhHGV8z1br93sCgTW8JVzby8CK2c8W3VbZ118Y4Fc9W8zCNd320jLxbW3R45zp7qB49wW93HNZK24-XDRW2TlQqK2dYtK8N471LWp1mx0BW4mkXJ01qGv0hVwlS4f4vnh-dN1vVTj-Cq-BGVqk7HB4X918bW72yVZK8TcMYgW2q3mMN4df9gpW6h_1rJ2Pprq2W7d5fzr5hdXnWN8QLxS6CPrZwW6Kv3py5PYNPKW80g0M1527jqVVRyYFQ3WgB9_W7K1TRX5GQl1TN2Q7MPCwJfPPW2Q3t2v64g1XcN4_v9l7bS_F9f33LYjC04" data-hs-link-id="0" data-hs-link-id-v2="MU3AuT5y" target="_blank">The AI model that just scored 65% on DeepSWE isn't the one Google promised.</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3m8W5N7_lr8ggv44N4KWpLNRz86fW2rGqzz4NFg4LN5Hj9nzNGC5ZN6D99WmgZZrVW3l4vZ11H1xWhW1vDkL35qGks4W1M0ggw5s014-VKtNfL1Hw69fW4Zfzfx4DLdQTW4jFymM89-rdVW55rKyB3hYbLGW7FBWwq4tzbYJW8D8P9t45ZSYyW7B2Dqd425kjgW10WCLH67mjPnW3ly1tT59lxp5W4xnmWN8rLK7TW8QkcVX5DDT9XW7096r-4Xl0PDW2k8nMw2FsvFxW66MHR_3-jTvMW99hvQQ6l76lFW9b635N3dLljlW5vllf050kYW4VcsXYy3MdWYzf86Wl5b04" 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: 52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">FLASH</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3mXN6NnpH9WtFj8VnLRn747pP2rW95ZhDb8mcp7RW5BF_Qc1WBl7kW6FsFX72jwZJMW1GqNGy8XP6K3W7Hs-KT2PVHj9W8lGSCB5ZqR8bW38ch_m3L8mjQW3fHhVl4B3j9vW7vLxB41nmcYFW5HH00b6yMFJKW8fyl2V19pFVsW2JXnmn7zLRQ3M2929LZ0lHHW80fXyL1_d2hKW8PldjX5YDNF4W1qCK2K91xy3ZW7dNT0-8zQ3qWW8TSZCG52nRz9W94g0kd8mTYLpN5xKJsWlMFWdW4Lv2Rv3HR24fW8MfWmV362mR5W5XvmyK8MVnRlW6S_SjZ6cFmSXdDtzfF04" data-hs-link-id="1" data-hs-link-id-v2="hs4fOnP+" target="_blank">ChatGPT can now remember what you did on your Mac — without screenshots</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3k_W72DyyJ99Fl_1W2H0pKm8ZRQKdW31VkPX4f7kXPW1KDXgF4rhY4JVdbzCd5zYv5bW4ZsxfP8cKQnsW4gHYcv14T54bN2hdn---vwpRW67_DCL4tCdKXW9dp1sf5h9CFnW4y36v16bP7SSW2d3Mcr2R8dQJW995rBM2br75TN7BqGjVrhCTDW8LJ25X2RzHcTW4-rd5L38cdZMW1V0b2q3bhNjVVx6Gz82FJf-8W2FjSVL73gC_BVTF-m632rbydW363J445XPbJcW4jJ-X_86sXv9W38GPJD6Mxd9WW2Fd1DP9dMjVXW18V2lg85WScLW72hRcN6-qY9Hf6ywCT-04" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ" target="_blank"> Frederic Lardinois </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--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">PIPES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">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/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3nLVNmQ3L5BjCDqW7JG21q3XlLNjW678px93fmk-wN260GSQR9-l1VGXtvD44_GTVW96x4X76_ylzhW4lkQP_7KyWHmW2Bmfb_2Q3l7_W3vfWCH6M0f5GN4g6_khlzRXfW6849D51S62B2W2Fdz8N5_fmNrW3rtKc49jjp2NW3qMnmY3d_W10VsqXj97g5sFxW90fcYV8jhwDhW4fnbsR89KN1bW8SkLDh7-Q8TfW3ZXGsw4qGjyLW30d_m44G--HYN6zd5TzV_FmTW7s97568Fvr3wW3JmTVn8Cw89cW8srLQg2ZjwXSW6zb1Q49lCNt2W13wvgP5r4wKkf845ylM04" data-hs-link-id="0" data-hs-link-id-v2="PJfVulTA" target="_blank">Rubrik’s lessons from one month with Mythos Preview</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3qgz0W7lCdLW6lZ3lbW362DpM3JqCkwN1FmXn-T6r45W6XqLZS4fbbmNN5ypc7MJjyt3W80crbx148PwlW80PP_d5KT1ZGVq4yX67g9HD_N69kgnL6smmYW78f7H68XhnDbW6t3f9_80jSPlW1sDmGw6p4mqgW2C3yGv47ZZYCW4L25Xp3Hc4FSW13ySGP37-nxyW9bvL736rgxfbW6YBs935FMnhCW98Yzw03jtHJhW3W8R9k2f6CRVW8mM0hx8sCtRgW79nWrG2x2BqkW8fW1KT4QcGlLW4vnF4p7RYfXcW7V140r8_xv9PW11F3bn4Cxy9cf9cv-KR04" 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: 52px;"> <table class="item-label item-label--4" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#c43aaa; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TOOLS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWl3qgz0W8wLKSR6lZ3pXW4LZwvV6q1q_PW1Bg7ln3fjCFrW2hW1n8603cdhW83g-5Y7ss29WW6H74703d2SLnW7YlS0r92FKZyN18tlJ3SM4LKW1g17Bk2L7djTW7c5GkL2qwWzBV9yCT55cKStkW946pVP2g3DJwW7LVhZQ3Qv-N6W1tx-wJ52ZwySW1lk3gN8055-7W2MZZDn6yJWJhW245tdn8cdNmcV4TXkp3YYr_BW5FVJJQ16bfFvW3rY3CW3Fn0r3W1s2jsl1fRJv6W8R83sY3YGf9bW9210YG5bZK7hW7grS_-8DyKnqW64sTbd854S75W12jYP28WBh3rW76WPJ58t-TyhW9kH5GT5VXlR3W1ZSK967bFFq7dK20RM04" data-hs-link-id="0" data-hs-link-id-v2="DZBHF+ft" target="_blank">DeepSeek open sources an agent harness where everything is a plugin</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3m7W5LVkM98yK_r4W18V_Wq8gHLwCW4F9cBC4TnHJZW2Cc8F43RRnQyW3QWD0K7NRwKcW4hgvXP7GbW5VW6_Tcg8885lBkW8h0qfm3D01PtW90zs8R4x-4lDW40cSb6537H9tW2J0q9V4d7xY1W76DYL3965mJcW2TCrrY2_wd23W32YMP06dXZl7W1MT9KD5GllbcW4y45rq37N4hhW8gVhr84yhwFqW4G-t1_2xtl_hW18vFzK70cnCNW7PkC6k68xPzBW1n0hXq1WDlqpW6MymNs7MD4jCW2m5dL_3ZlGghN7MJ32B7NB2fW7gfJ8D3B-WnKW7CDrbL2BK13Cf2jQNmY04" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3" target="_blank"> Frederic Lardinois </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--5" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#ff3287; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">GUIDE</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI 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/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3p3N15SsW9FXTXrW8CG8_C8yDTZ8W8VGrfx3ygxjjW7vhbm359Nd85W5M8-vw6cQ5tqN7Nyq222WhlrW8ZY_j_28fw-wW7QFqMF3r8cDrW84qW5Y6rrp2nW4KKSg76xdcg2W6bvk4H3hBSCDW8P5mP861LzTYW7zPt9T1Dm8L3W7rmq2_7tNN7tN3QYQLTmRHnnW5VsNh343TxTgW3VQDqZ979G05VRnCLb4jGDWPW3GFw3D3pzRk6W4jSxhj7ZlpDrW8Yywnl2wjKXTV9_zj91N1xPlW7FyXFq6-fjcmW2h6WrY1xxnXHN5cW1ysD5LXfW40_0p191lT15f4NCy2W04" data-hs-link-id="0" data-hs-link-id-v2="WOpswbd8" target="_blank">Why your AI pipeline costs 10x more after the demo</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23qgz0W7Y8-PT6lZ3mMW8-5ZK51ZHldkW8K3c0B8Pg9wKVKwhGb6VPK7xN6RZrtnL4WWKW2Bqxl777XgCBW83wyPt350RRJW6L_9G_6fYRlKW53-Qfg83KLGtW4R5yW04BCjXCN2qh94DqrbmDW2Hsp_q1XphsHW3k8LDR2_N8pbW68JG427TcHZ2W24ZC3B1CKqwgW3LpstC3Ck4p0W9lG3Xn5ym10gW89Vq7x6mtzxKVQMrGk6RzHr_W2jPFQc4nmqWfW7F5dTm34PTNYW1s6rMC6PYw4pW6dS20Z52nx-FW2DqJn08JDNDqW6PxSb65qB_F1W9bTWh139Wj-JN16Ynbnjf4Z6f3R4kDK04" data-hs-link-id="0" data-hs-link-id-v2="sr17mXUc" target="_blank"> Hafiz Hassan </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <div style="font-size:12px;margin-bottom:15px;"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2026/02/a2163c21-logo-perforce-horiz-reg-1199x270-e6f8390.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/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3hCZYW7lCdLW6lZ3lcW86QwKH6pQLsKW73zWpl5Sp5VqW39sbFk2DygwkN637_jj2yTBNW61mTbD3-rMWSW84pVrL1qPmggN3G2XNDPLjDRN7Lg_RzT5dGRW8WGPST8wsfj6W755dT96J4-K0V38cW65nnPTNW8-SdgP90RqGjW5KLcMd6BfZp1W7l_RcW7NXB5-W2QFS_f5LYLh9W8WSs4N3C1mvcW2rkT8P2gJS9zW57n2R427Kg_JV664FL34Hl2LVg5jLb3kYSV3W2v33Mf2f6rmtW2-wKxC3qMvC3W98_8Cc28TrYjVmgY4-3HWB98f66RgZ604" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="0" data-hs-link-id-v2="LvjHZx1Z" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/08/0480dacd-osarugue-igbinoba-lmed6h9240s-unsplash.jpg" 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"> The “AI kill switch” assumes you know what you are trying to shut down </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">A bipartisan bill now requires certain AI companies to maintain shutdown authority, but the real challenge starts after that switch is flipped. Real containment has more in common with mature infrastructure management than an emergency stop button.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3hCZYW7lCdLW6lZ3lVW8LDR7y6p7W7hW7nZy4x3wBKY5W4XxSDD8rtft1W20yqYl1PJwMhN69K9s17x0C8W1rvS3t3TNRV9VCwr7b7yDg3LW4Rd6vj2hydjhW44gZZr4gVQtCW3VZm0p195__lW5NP0yy7rmJqrN3YZy8btqxLbW5rnxTq50bN1wW8nRDBc2qp71FW8fWKCl2NW532W1wyYHc3V3ZMnW25_XXz5k-Wg2W5f8GF-821c9HW6r2CSc4_zNH7W7yZ7hL1RHFSyW7bLmMr264RJmW1JXRDM8Y63zlW4Q-Vdk5RKSSCW2hg-1M9kKw50f6lNs1Y04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="1" data-hs-link-id-v2="ScNgzK8I" target="_blank">Read the full story</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #flow-state .item-label--1 td { background: #00aff4; } #flow-state .item-label--2 td { background: #3a8fdc; } #flow-state .item-label--3 td { background: #9850c0; } #flow-state .item-label--4 td { background: #c43aaa; } #flow-state .item-label--5 td { background: #ff3287; } </style> <table id="flow-state" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding: 28px 28px;"> <table class="flow-state__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px">FLOW STATE</h2> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">GUIDE</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/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWF3hCZYW95jsWP6lZ3kSW164sfk5fl51kW64Ks727jhNyjW51CCDh3GyfZpW2WxGmh7Ds9xvW7kFxsr4THg8sW64l_7m6FQStmW6YhZdV7ZcgjtVC6xD66whlWkW5xkqlF3wQhq4VC2lpV7ggZSjW4SRXbZ1PX1l1W3SPb0z2zqd85W6WkT1k1p_thCW3dCtMn5f30WLW4Jf9c796MYz-W7XmVvN6vk115VlRlx22r0MG6W8Hw8tP1v-tbZW6l5Vpj24YrLHW94bcqQ6kzdfrW7FgrMv8SCVHFW65h6C14frpQwW5D4fd57tF0hBW1jBRqk6wt334W8fVBf17VVK-5N3gpddVGMHhsW20K6tb16TvsRW8zSvjb2C-SS-W1PQ7-D44YBF6W1JrkK35xY_zSf8XhHzH04" data-hs-link-id="0" data-hs-link-id-v2="Xe990u8H" target="_blank"> The developer's guide to connecting CRM data, AI, and app experience at scale </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> We've said it before, but it's worth repeating: agentic AI projects don't fail because the model is weak. They fail because the agent never had the context it needed to act on. That's a data problem, not a model problem, and this guide shows you exactly how to fix it before it costs you a deployment. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWF3hCZYW95jsWP6lZ3mPN3DjzmL6r9YJW6PkSK01TbkF_W2W24dd4HMVFhVwzknz1bDxzWN4Ytv6ZhgLCJW6PDWHl1lX5tDW6JcJ4g5jQBPDW2gDWj74qt8kPW1mRM2K49YMkSW3hxRxn7R0ByQW7kHfkG3Ybj3TW2QBZjG64rnKyW1tb_q541FgYqVFQ8bd3nt6lVW8GdJry643W6tW8R0gCX1VSPQ8W2Ss3Rf9cRvkFW7rMFy71l0qDCN2n5bwcr04n9W2Vl7658wN1rVW6J_MSv81JWBcW6YGlbd5WvybRVVh2b-95cl4YW8RxS1L6X13q1W5h9VVt3rhSXHF4k6gBwNgH8W2swXBT27YG7-W3jprq73plsBKW5YLJb_2rJMpzW1Nkc3D6N2qmDf2cw9GF04" data-hs-link-id="1" data-hs-link-id-v2="VLKt55vO" target="_blank"> Get your free copy </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">TOOLS</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/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3hCZYW7lCdLW6lZ3n7W30hlCK1NkbcwW3706Jb3jh0_QW2xmjj-3cpdqsW7Xj6zq8cvMVtW5r80xM4Nw3ZkVfzQvm3fJqMWW8-D87G5_8NmpW342r_L3C2NCFW3Ff9rS7qbjMTW84ttqP4VBPJjW5Fy8bq1TbkR-W5TfbZw4RhDf8W1_f6ct3cw_78W7P_7Wk8td_-rW7gz_xX1LjZ8yN9jgzGrfJHD2W8jg08l8rf3lRN3Tp7x76gQ8QW2G2nvS60XRfJW7d4QtH6fckwXW4XQmz18PM0LFW6NqZ491hzTW8W5pbcyh6bzN2kW1sQLwN7_tYjGf1ptT0004" data-hs-link-id="0" data-hs-link-id-v2="Cm2VLLzn" target="_blank"> AI adoption isn’t the same as AI usage </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> High token spend isn't real AI adoption. Discover how engineering teams can move past vanity metrics to create lasting workflow shifts. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3hCZYW7lCdLW6lZ3mXW5_5CQR17DjNhW5M3dgv43J_4CW1KFnrQ7YHYDtW63ShCx4gYFJ6W7M83lH7-tS7kW3FVTfs7rvch9VwG--D75-3HKW4y1mWS96cmfnVcHmWB4dR6rZW7F_1xd96lZS_W8H3XG_2NkNy_W3BMQ1911MlmtW7M70Jx81Ts7KW887K1y4fbvw2W4mcck93ywXtZW7hHRVv5c2xl8W5T1sH48vfW9mW6WByy-6zT9VKW29F6pS1ZHzYRW73XkfX878-4XW5bRF-164VygWN2hYss9dtQh_W4Xw2SX7fkHxJVW7Y4g9kt-43f3FRs_l04" data-hs-link-id="1" data-hs-link-id-v2="SBwH4sYi" target="_blank"> Learn more </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/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3hCZYW7lCdLW6lZ3ncW7Sjmj118p0G9W557X4h7SLkZ6W3vGLBb2t_Q7zVwsbPh2VfvNyW4frykp5ZM4BRW7TyfBC7k3CGMW1dR3Dq7jF8tWW13MG4g8t0wtkW40c2xV4gS20pW4P80m11fqj-vW7hQz566KD7n7W2jkSbY8FdhQxW851npR2MsPMqW6hTYgT50srfKW8WlCW386zxgxW79Xbj58MbK4RW5py3cX2WwN7JW8zw4zM99f6-NW6gCwdf4qVncTVqtxBX98n9zjVg9qpn9b-Rr1W2MwsqG3hdQ3-VgVG5S1K2BCmW7F-J335WT-8vf827SYs04" data-hs-link-id="0" data-hs-link-id-v2="A9UG1bgx" target="_blank"> Anthropic recommends a git worktree per agent. Your runtime infra makes that a problem. </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> AI coding agents break shared staging environments. Here is how full-stack branching solves the runtime bottleneck. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3hCZYW7lCdLW6lZ3pZV8xZGp1Y_WQrW2FXH0z4Kcz81W6wPYrJ1p6vBNN8bvt4rCpZVqW7KdjMj3-XR-RW7Zw_gB2WTdSkW8vgHJc6cSzRWW3K33013MDrSMW6g3l1726_96yW7Mj6gn4382s7W2rsK9k3cdx_hVRZ57z3b45t1W4dLn012HkKW-W65dqdn64fCNJW2th_b09kYSkMW6crhVg3ND_p5W9m4JCZ35bgWtMDGG-ClfcXfV8NvF41Z-16MW8kdGD46XHCn3W5bcf-Z1Wjn6_W6VdzWq1NtCLyW2nkhHs2r4dJSW1qC1jX7WW2wnf415HZK04" data-hs-link-id="1" data-hs-link-id-v2="y0neNeiW" target="_blank"> Read the article </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; 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/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrTz5nR3bW50kH_H6lZ3q7VTk__r359cTrW78KL7H5ZPK20W5xshd62m-z5HW5zJlL98DM36hW6Z6ky63G0h8bN1R7TQhHcYy7W69Glwy93nDYZN95Z7NFsD2YYW1W3MCm1w3fx4W7QY3zs30SxZ0W6N6w6L8htk6CW1x9BL-3pTxCBVFGtTx37PwwWW67zLKn5hJPC-W31hwzD60pQ4gW4XckBQ2Q4N03MLnP3jbBGqlW6Q4Clj6YP4gbW13XDqz65lLqVW2wm6YK89fP2BW3hh7kD6kKjsXW7FNqLZ2xH-C6W7XmbcM3YZM7yW23-K3981pFRnW2CJh-l7c0HXmW4Ksr3d4q6NMZW3wH9pd97PJxgW1gN63062qRcPW38vYry2y_WttW4Mch4S7jVVm3N4_Rr-9Bb-NnVm4K6f2fbVLdf6wlLKC04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="wplz4Gf6"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/fae341c5-tns-daily-rate-great.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrTz5nR3bW50kH_H6lZ3msLTTH2j8tJhN3pYLl39B-FwW69SzFN7_w2sVW6N9wJJ1fLKChW6zLGKc4kmqXmW8McHGD5g06g0N7S2BqSpfg_7W2g4hbt1rcV5cN4G-qf-lShmMW4Rxyjd2fC_NXW4Tf3Sf8C87LVW65jNPR8Nq_CMN4cMnrf21znVW422R0r21TNk-W538kJ64pmCq8W4kYb5h2XjTXnW23Wrkh3PS4yJW2Lb3Zq66PKVPW5rXBZt80Fww8W4QWN_n8n67K5W2ncByt3NsGGYW9jZP_C6gNFPnN29rkkjx2hTYW5cQT2x3-1LjsVGnK-j8Pmz8CVvgw5K2_XWXMW3ny0QH4yCMKkW1Sr3b228yVNNW4m-2C55_sZ8SW1yH6fX16glZnV3Qk7Q2bJFnzW41vymH2G4LJWf8jd6GK04" target="_blank" style="color:#1a6fa8; 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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:#1a6fa8; 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; font-weight:800; line-height:1.15; color:#142640; margin-top:0">More communities worth exploring</p> <table style="margin:0 auto;width:100%;" width="100%" cellpadding="0" cellspacing="0" border="0"> <tbody><tr> <td style="padding-right:8px;width:33.33%;" align="center" valign="top"> <table cellpadding="0" cellspacing="0" border="0" width="100%" style="background:#fff;border:1px solid #e8e8e8;border-radius:6px;overflow:hidden;text-align:center;width:100%;"> <tbody><tr> <td style="height: 50px;padding: 16px 0;"> <img src="https://info.thenewstack.io/hs-fs/hubfs/TDS-Logo-IMG.png?height=80&upscale=true&name=TDS-Logo-IMG.png" alt="Towards Data Science" height="40" style="max-height: 40px;width: auto;"> </td> </tr> <tr> <td class="img-card__desc" style="padding: 0 10px 10px 10px;height: 80px;"> <p style="margin-bottom: 1em; 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Plus: Five European companies just agreed to buy AI compute that doesn’t exist yet
View In Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrV85m_5PW69t95C6lZ3nCW8QDvB644Xt-QW8qp-cW8Vj3sFW3njyVY1crLw4W6T_nKW3TShV8W90lB551QDPv4W90rqNJ4DlMw4W5lxZCd7SDH5jW2nw5wq8T-3bvV9lw1T1STJsfW4t-t7F6XbR1KW7zsLll7-wtlJVfTFg-93-Cg0W5FdCHh5QNX9_W1KFyD91Xg9l6W3v4p712bF5_yW5mhYw26YjPhCVTj0Qh5Dk7q_W8hM87x7wfJvSW81x1hF1x19SvW38f5fv2C1bPZTzjq-2Tc3TwW1Xd-dr5WwthVW40qnLN4kX-YxW7hCN8r1sjbCBW5gRlTl2Szk9MW5D8Yz_32KRvXW18g7pX7T9dtlW6dMwNb5DF2b_W7gSnFq8bBKGdW4jhy7z3_7sQJW4y38T96_zgDNW5J_MjH6f4mLnW8YkPWH7hgSgRN1NWKKxvxqlnW5HyB9G935R7vW8yq1Ty5_jh-Pf7c3CPd04 )
The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVs3prCCW6N1vHY6lZ3kTW1XJkpb3nxCjJW1vb0Vl7-t17RW624rf76r1TctN7Z2sHTr2KHKW1J0hkR3vp89LW38trsX2GbP1lVPhc0z4ZxZY_W243sGJ6XLXH5W62nc7x8kL7l8W3mg2-92yc3K_W8w9YJT8F6_MRW96kJKj2ftFhmVD5vln2vykZPW8zLLrZ7jP6KBW5J_xnm75zy7PW4W21638x_R5zW7cVt155fbB-xW4vtF3f5PwBGqVTQQ8G122hLQW2k7wQk3lFvS0W18H-zH2Z_jTjN889RdXGD5MNf96XmWx04 )
August 14, 2026
Total recall, zero screenshots
OpenAI is launching a new feature for ChatGPT Work and Codex on macOS (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3l9W3fd4pp67RQw3W7dTDlz3b8YP3W8t3c0Y1RW5LqVJgYt22yJxnKW887hD64b1Pm-W4-3crX2xQCXpW4pKQqp35D3DnW2D-ZzY899lw8W5-638C3LG9djW8Xv1845ttCDCW1PBkQC29GZDBW35L8mZ6DKktjW3bg8Qn8HzjVwW3lmTJ1561l7BW6VpWf-9f6xcTW2_3Bmy40BFrbN1GMh1kVBRyrW7hGYQY4bBCFFW6VcXZD8sFFmTW7Nc__-4HcQVvW3s891Q8g_TMhMjHWBBPT7dSW3_4bz387hqG_W9h_ztv6nCx92f4Xbb7z04 ) that sounds quite useful but may also make you feel a bit uneasy.
Computer History is a new optional feature for Pro, Business, and Enterprise users that, with your permission, can watch your day-to-day activity on your computer across apps and websites and turn that into memories and a timeline.
This, OpenAI says, will then allow ChatGPT to answer questions like “What was I debugging yesterday?” or “Where did I leave off on that PR?” — all without having to re-explain the full context of your query. Based on your history, ChatGPT will then be able to find the files, documents, and conversations relevant to your query, no matter whether they were in Google Docs, Slack, or an open browser tab.
Of course, this will also be useful for when you know you read something but have no idea where.
Go deeper: ChatGPT can now remember what you did on your Mac — without screenshots (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23prCCW7Y8-PT6lZ3nFN3BC4ynfV83DW8m3D506NKdMnW9hW79T2zcn_HN4mncKr1B2LvW8BmXMB7_sVHhW5C-K284gFBLVN4d7q5vGjw6FN2LLX3YcDG3nW3WKb7h7WhK-nW6zSC1847GGW4N7Xt7lw1c421W7pDgPT2mX6KkVVKbdn82-wmXMNy9R3vPQbTW7fN8598xc3SqW7b9nTb7fkb_kN6Bx0drNdLTtM7D84RqtNvzV9J6wr6tvB6xN891LqqtbB-xV-jQFT8ct8bSN4FXDpNjMCXPN8Qj10fbCqL_W1w95k_3-9_JmVNHF7f44fWBWVT_h7R6hljRWf1FsH_204 )
More fresh reads from TNS:
▹“Issue tracking is dead”; How the pull request became the last chokepoint in the SDLC bottleneck (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWl3prCCW8wLKSR6lZ3pkW7QD2wg7ZWKW0W1NKg8f8dYSvTW7qJSn78gK-lrW6jjZkB8Wv5jkVHLTf08bl4SrN36x18ZzDG4LW3vXjJw1QKMZ3W4W1_Qb48pXSHW4P8D9522n-pMW7wq56Z347wmxW3ylJcr4n-zJxW6Dwq0b5kMzJ0W4t3zT_3XzPhDW2DqM6c7qDhRFW3SNGXb2tJTPXW6DzbQS3LdllqW3vQVgn8_4-cWVsVqT36PFj7bW8HfYhS3Zw3b6W4Y9GJv63mzdLVpQWKV8lfcZhW1KH0KD7lhkrlN1mS6RYMBKV-W88Nzkt5H3P7GV_RhsT85q3VhW51-pMJ3cwddrW3MkL1h2NLrQqW6ZdBMt3NY9KHf2kT0CC04 )
▹Anthropic’s Chrome extension is now a Cowork session (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23prCCW7Y8-PT6lZ3kHW1-BkvS2x7YRzW8TpZVH2cyv6mW8_Gd-B5dk1FXW49QzBb70LRhKW5t5WgR5pwX6QW7Xd4wB8G35NVW12MNDc90_gZPW5M5zRx1bP0MSVJ8zvj1JpPc9W3vlMPW7B0dxTW8PT1hZ4XXfN5W88b1ZQ17jSdhW4Dqpc53c2NprW7nWN2Y4NCCFLW5vLQ2L7vcNjBW4Dc4Ph1Rgk3jW57-fSY1Chkl3W1VzFV4883qHtW8LxXMD8PLCgqW7Yf74x7xhYzNW8QVCfZ5VTYSFW6h4vHr6Dhg_lW7jq5Xv3K581rW9hY8dL67gtcRW4qYwbp8QGW4TW867x7M6V7tx6f5_k39K04 )
▹Why space is actually a terrible place to cool a data center (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWl3prCCW8wLKSR6lZ3l6W5dm4rs8YYzTCW7Y9Ffx56vjRvW7Zyn8y1lp5s1W6cQt7G91LZJhN86RRz5d9gHGVXrdRb5Z1by1W3p1zPS7nyWhwW224SYM865VTzW8fJqJq4K6N5_W2N-TQV8MYV9dW8LTdGK4-TW_RN5vRD3lcwnvjN3DFZxbTq_h6W4PQd835xkFL9W6nhS9v52BdTrW4ktfX81yzQWyW6rWwL94nzrkfVhz7wy7b-lmnW4q1slz2_qZZNW8QmHVV55N2dQW45TywS70hz8BW3QCnWt7Wxbl_W279cmt4r42ZTW6478ZZ54FCcnW4fhTtY6gZ49kW7zNChF6M2lJQW8RdC6_3JFJ1yW6P08-N7n3Ds0f6Qsxln04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3lGW8CwXZ96Ml9-lW4ZWLBF6NS7HmW47zYRb4DqQbqN7yVZh2LFmNrW4sw28b8nvgQmW9gbNW55TqckBN30yc04vxFNSW79bT0R2b01ryW3y2KTj173sQVW2Hv7X17zPK-8W6LDnzV4HvhG1VmYg8c5s0jB3W31lXRt8xTXxyW7bg8Z497wtrnW977SKt170gjFW2PkqWD2TkQTHW5W137g5_x5qFW3TbFK_3Sm_CDW8dQDYl4sCJQ4W1swR2Y2v5g9-VZpCL62XbCCWW7HSp4k3QnTMdW3Qcs2H4PJ6YsW3J3Q7P7WWfGLf3CGsWs04 )
How Claude helped build a $200k+ ML resume
This article breaks down how Claude was used to help craft a resume that landed a $200k+ Machine Learning Engineer offer.
Read on Towards Data Science (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23gP0xW7Y8-PT6lZ3n_W24B9Fw4lpc-JW8QjSxt17bDzyN3cDHKG_hVXgW3k1-yD2dC58zN1p8K2H4VpbwW25CJCP3LKCg_N2LqdpFk_57qVD4kFs6RTPxjVPbdp-2cBT-bN98t9-lpDp_lW9h4dQL25wBTqW7RzRn01_T9_0N48bLzpJ_HvmW8YHG-f8D8prcVpfmhb4d5KxBW5hSpLN1V-yx8W38wj6N82zZ-4W3C12JY3BRrGZW8HtRl16pk4zdN7Kx0ZdkQVP0VdS5WX8xrTh1W91_M0J84mk5zW3mvdyJ6yV3fmW2DkhJ_8Jz_msW3zyPl79cnnjjVrR0713G7F50f5LGF5l04 )
TOP OF THE STACK
Five European companies just agreed to buy AI compute that doesn't exist yet
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3lGW8CwXZ96Ml9-lW4ZWLBF6NS7HmW47zYRb4DqQbqN7yVZh2LFmNrW4sw28b8nvgQmW9gbNW55TqckBN30yc04vxFNSW79bT0R2b01ryW3y2KTj173sQVW2Hv7X17zPK-8W6LDnzV4HvhG1VmYg8c5s0jB3W31lXRt8xTXxyW7bg8Z497wtrnW977SKt170gjFW2PkqWD2TkQTHW5W137g5_x5qFW3TbFK_3Sm_CDW8dQDYl4sCJQ4W1swR2Y2v5g9-VZpCL62XbCCWW7HSp4k3QnTMdW3Qcs2H4PJ6YsW3J3Q7P7WWfGLf3CGsWs04 )
Featured image for: Five European companies just agreed to buy AI compute that doesn’t exist yet (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23prCCW7Y8-PT6lZ3ksW81p9__8GGGLmW3XtcZt66y_ycW4ZVLWs8JWPbyW2bFLk62tk4FpW4KyMTN66N7bQW7Mdyft1tyQPMW18_zq_8GgSBCW8PvN1Z8RnLywVmc1vx5__TxnW8G_RW96976KhW18s0dJ1CN9ZZW1KC7hb3GRKsRVVHSHg98jnJjW35R9Kj8g830bVx8Bfs7ds1MCW3Szwrj3mJ3-HW7cnXwh5G8__0W5kj3PT3PKCNKW8kfxT84wsVGvW6lFk4y66cSrkVN4GqB2D4T3lW94fpLx95s5zPW5m0kqb3kcZqdN58-cMDL3WvNW1_10p8633ZqpW8g2f8Z1dLl6Xf5ZZf-x04 )
Mistral AI will host third-party open models on its infrastructure, starting with Z.ai's GLM-5.2, alongside new regional endpoints and a priority API tier. Mistral AI will host third-party open models on its infrastructure, starting with Z.ai's GLM-5.2, alongside new regional endpoints and a priority API tier.
Mistral AI, the French AI company that built its reputation releasing open-weight models, wants companies to use its infrastructure even when they pick a model other than Mistral. The company said...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23prCCW7Y8-PT6lZ3ksW81p9__8GGGLmW3XtcZt66y_ycW4ZVLWs8JWPbyW2bFLk62tk4FpW4KyMTN66N7bQW7Mdyft1tyQPMW18_zq_8GgSBCW8PvN1Z8RnLywVmc1vx5__TxnW8G_RW96976KhW18s0dJ1CN9ZZW1KC7hb3GRKsRVVHSHg98jnJjW35R9Kj8g830bVx8Bfs7ds1MCW3Szwrj3mJ3-HW7cnXwh5G8__0W5kj3PT3PKCNKW8kfxT84wsVGvW6lFk4y66cSrkVN4GqB2D4T3lW94fpLx95s5zPW5m0kqb3kcZqdN58-cMDL3WvNW1_10p8633ZqpW8g2f8Z1dLl6Xf5ZZf-x04 )
WHAT ELSE IS NEW?
FLASH
AI Models
The AI model that just scored 65% on DeepSWE isn't the one Google promised. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3p8W2Mq48q7VZ2K5W8_NB2l6HXGtzVL4rZL4GB0TJW2bvB114w3VyZW527Qdv1l04fJVRfyCN3Lhh_0N8bp0G89gR5ZW5qS1Yp22qtyrN4Rn7fWnYPLpW6GT37M70Cyc7W6Khr3y3fZQgPW3-z4gh4-zvmsN7dRkmD-kRNLW80Yxjp5H7t-YW3K9RJY8nV5Z2W61C79P64p85RW1v7pdj85VqTlW86dTwM6c7SvcMm2nC9WtCg5W24LhGr1G8f_nW5Z6-dh8cyphGW6bjkF_2ktnCSW5D6Lm-71yrXtW7X57gZ40JWDJf4D9H7g04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3lGW8CwXZ96Ml9-lW4ZWLBF6NS7HmW47zYRb4DqQbqN7yVZh2LFmNrW4sw28b8nvgQmW9gbNW55TqckBN30yc04vxFNSW79bT0R2b01ryW3y2KTj173sQVW2Hv7X17zPK-8W6LDnzV4HvhG1VmYg8c5s0jB3W31lXRt8xTXxyW7bg8Z497wtrnW977SKt170gjFW2PkqWD2TkQTHW5W137g5_x5qFW3TbFK_3Sm_CDW8dQDYl4sCJQ4W1swR2Y2v5g9-VZpCL62XbCCWW7HSp4k3QnTMdW3Qcs2H4PJ6YsW3J3Q7P7WWfGLf3CGsWs04 )
FLASH
AI
ChatGPT can now remember what you did on your Mac — without screenshots (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23prCCW7Y8-PT6lZ3nFN3BC4ynfV83DW8m3D506NKdMnW9hW79T2zcn_HN4mncKr1B2LvW8BmXMB7_sVHhW5C-K284gFBLVN4d7q5vGjw6FN2LLX3YcDG3nW3WKb7h7WhK-nW6zSC1847GGW4N7Xt7lw1c421W7pDgPT2mX6KkVVKbdn82-wmXMNy9R3vPQbTW7fN8598xc3SqW7b9nTb7fkb_kN6Bx0drNdLTtM7D84RqtNvzV9J6wr6tvB6xN891LqqtbB-xV-jQFT8ct8bSN4FXDpNjMCXPN8Qj10fbCqL_W1w95k_3-9_JmVNHF7f44fWBWVT_h7R6hljRWf1FsH_204 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3n_W1PKqt74K2nsPW718-lg70Mnb9W6-JN59933cG8N3ShZYvDLhCzW76DZtx3x3NqKW3rs4d-4Yp2czMLYj1Wfcw79V2ZvV-6c4v7RW2hNtQ71Jn2NYV_5FSS2LrvdrW12H9cC69RXQ5W6dZ7ZM7d1759W84XPV692YJWJW55Gd1F53lv7WW3RX2cS6MJGpzW4mKsXG6SQ6WCN810qSDNySKzW1yfkpN3zPX74W3r101T8cf7cDN39VNjqyjYkFV1Gy0T6FwVLdW5Vmv698JwdqGW5fwXd_76MStvW11B5Wc216WXWf4L5F6d04 )
PIPES
Security
Rubrik’s lessons from one month with Mythos Preview (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3krVc-xT630wgVBW85DVxR7lYb8-W975J-P7DY_9zVfTTZD6JHJzQW77SVvl73LY_hN6M17WSsHBL0W31Tc3Y88gJBKW3rPl3f5M5rzhW4GV9DJ84CbzNW18Tc7-4wd1NkN253k0cxvXnxW37HZ5r5jmN7JVKJ4v656vRTMW7z2L523lBgmLW8T8Hcw8wnlqmW2zbnlG5mlM_qV7D9pp4q24_WW7LsTvF1YcCFsW6K2Jnh8T0gwqW52jPSQ8qVLfSW37M6QM2FJzw_W1jZZSv9lp09XW95BHd74l3cD1MjRvBsTtHqwf6HJ8x004 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3lsW2Dz5tW1JbfrgMB9q9WvFNzNW7yRMS88Nqw6KW3GxgXZ7rMskXN90K2SRyxWN-TmjVK6jCRSgW247PJ068FGWHTm3637rkxPQW4dLWw77zDklZW7H8slT90kK0SW7xSpbH45zgzCW8QhBrW2tZxM6W3W0fJm7hlcP0Vmb9hF2VXybJW4Q5rQL7QBNqPW7jChqt1ZlwxfN98-3JbB79MmW3tbRD049nBVbW2tk2QF7HgmgwW1nFfX76hq62hW2xb2fK44f3DyW6ks8Kg57k7M9W4kcp968Ry3knW3_yG_z2sDYByf1yYDbC04 )
TOOLS
AI
DeepSeek open sources an agent harness where everything is a plugin (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23prCCW7Y8-PT6lZ3pBW8Mkgyc8khGfmVn1tYR7xfqWgW82384p692V16W5jZ5j28j1Zg5W1QLjPz7DqKzKW3V5scQ2KV-m0W59hH8S83187YW8_PFjm1tkhD_W4GJTmh5hcrpQN26DLSX725bjW758P4r4N54vdN1K_fMvddTLVW8r55n17WRXLVW2cSg8j2Rpg7bW8Y7TKc2Xd40TW7kPBkn3sfXMdW1h09LG2CRS_jW5PDxd05cGPDbW2PQwY82v-_0pN4Vf2XSGqN06N1Pr7Mp-WQH6W8D9TLG1Z79fyW4c-x8H5wJTfhW6D0rCd9d-X85W56MdFN6mFpMFW2CBTCR6lmNXbf4btGZv04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3n_W1PKqt74K2nsPW718-lg70Mnb9W6-JN59933cG8N3ShZYvDLhCzW76DZtx3x3NqKW3rs4d-4Yp2czMLYj1Wfcw79V2ZvV-6c4v7RW2hNtQ71Jn2NYV_5FSS2LrvdrW12H9cC69RXQ5W6dZ7ZM7d1759W84XPV692YJWJW55Gd1F53lv7WW3RX2cS6MJGpzW4mKsXG6SQ6WCN810qSDNySKzW1yfkpN3zPX74W3r101T8cf7cDN39VNjqyjYkFV1Gy0T6FwVLdW5Vmv698JwdqGW5fwXd_76MStvW11B5Wc216WXWf4L5F6d04 )
GUIDE
AI Engineering
Why your AI pipeline costs 10x more after the demo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrW23prCCW7Y8-PT6lZ3mXW4T93Vn7bSpxgW1thDBV7v4-BDV7KQwC6VS8pLW97LmDB6W-ZBXW34LQtx2RqXdDW8RszYm5KbpcXW34P_pk1YKPjmW6-Wd7b4LPkvRW3gFhhW2zH7qkW1hSp3l6L1QZ5W3dWf8k2gbYh9Vkq8BJ3Jc_qhW7QTMt17pnPRTW7ZG8mL3ss_sBN3J3V-1zM3vkW7fzxmH7B1gCkW6JYg2G1pLq44W2Jfhyw6PCvsXW4SlySf9d-qtrW3WhCXK53k8NXVNxbgd6JNqDxVvBj_V3vcT9rW1NXvvQ32YmFyW2VMCpb1znXjgVGsk_b2V8cYkW4cCdBV81c5k3f5cch7l04 )
by Hafiz Hassan (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3prCCW7lCdLW6lZ3p8W7fpM-R7-2GDqW741Yyp6sj_3xW2P2rKK5rk_DDW1S6-K08NhMDkW1rfnHM5CGnT5W4hqx9F71K20nW8yw14Y3VpSbqN9lcSySFdbj5N3nxpnM64wV0W4vxXlC7627f9VwfyB92GfFq8W1S9jHk69KdW-N4P1GcqsTldqW4GCnxV3SgZBLW68cd6c4nPfkdW4T_Vb3980L7_W8jVftf959cMTW7Wr-rS3xQ5G6W5Rl8Q34b07c-N7mtrxZl8NXhW6ypKR052Hcx0W1s1nWM88VMytW1rDSlz5C9fKsW1rJFtQ7QXdSff5pg6DY04 )
FROM OUR PARTNER
The “AI kill switch” assumes you know what you are trying to shut down
A bipartisan bill now requires certain AI companies to maintain shutdown authority, but the real challenge starts after that switch is flipped. Real containment has more in common with mature infrastructure management than an emergency stop button.
Read the full story (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3gP0xW7lCdLW6lZ3mDW26dmql8zcFX2W5cVShv7F7zWwW36ZsN26fD2cVVKCJKG3CZlBhW3b687-50Y9VLN4mDD7bZGCxZW97DgFl8VWx_DVq0z3V6RkxwzW7FSMWx6g6wc_W7q93kt33BB-7W2kNnT07H7TSKW6yTybW7WbVmVW6k51R93RHHmjW6Z43-v4kdYNxW745YzC6_qWD0W636h9v30S49SW64xJzv1_R7xpW6CZ_Bm70-Ms-W3SkjZp85hP_yW3QLxD22QTn65W8CdjF22Qqzl-W6bGtRV8pPKqTW5XvRyj7N3S6kN5ZVfRrdRlF1f33pQJz04 )
FLOW STATE
GUIDE
The developer's guide to connecting CRM data, AI, and app experience at scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWF3gP0xW95jsWP6lZ3n7W8Wxx229hCCRpW94ZNzn4rrkXmLdRNZfxSvTW6HKX9_9dnytsN5F1x5g4gr1MW2lq3Dv2Q_6M_W7-8q6g4smNSmVfBst04xbNxgN925hDGJzTg7W4BvG9v8dZzHsW7s8hq842p7sGW9bCYvn6KLwqVW5r_zc43YkcT2W5XDfPs2b4Qb4W82fPDq19H1Z_W5zDrVl85m0j3W68nZjK7_7qd3W2z4knb7H9124V6g41b5kd9LFW3Fj3_L2tnyfLN7nSgjg7wcJrW93TyQn3tjFftW2Vr16b7XM8QqW7xvnmn1mLd_mW81FFhH56lQBrVvytk45YZ1HvW2cpgZz1jn2vFW47mZZd5mT0X9W6B2_tm6G2PF9W1HfSc12P1cHjf8fsrg004 )
We've said it before, but it's worth repeating: agentic AI projects don't fail because the model is weak. They fail because the agent never had the context it needed to act on. That's a data problem, not a model problem, and this guide shows you exactly how to fix it before it costs you a deployment.
Get your free copy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrWF3gP0xW95jsWP6lZ3n7W8Wxx229hCCRpW94ZNzn4rrkXmLdRNZfxSvTW6HKX9_9dnytsN5F1x5g4gr1MW2lq3Dv2Q_6M_W7-8q6g4smNSmVfBst04xbNxgN925hDGJzTg7W4BvG9v8dZzHsW7s8hq842p7sGW9bCYvn6KLwqVW5r_zc43YkcT2W5XDfPs2b4Qb4W82fPDq19H1Z_W5zDrVl85m0j3W68nZjK7_7qd3W2z4knb7H9124V6g41b5kd9LFW3Fj3_L2tnyfLN7nSgjg7wcJrW93TyQn3tjFftW2Vr16b7XM8QqW7xvnmn1mLd_mW81FFhH56lQBrVvytk45YZ1HvW2cpgZz1jn2vFW47mZZd5mT0X9W6B2_tm6G2PF9W1HfSc12P1cHjf8fsrg004 )
TOOLS
AI adoption isn’t the same as AI usage (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVs3gP0xW6N1vHY6lZ3p6W6l8T6B8B4rR0W3NQj9Z2PBnznVJZmgR2rL5ftW7BWCNQ4t78ftW1B_dbY8X_ZZbW7n-ZQg7LdNlhW3cZMBw3SnvNsV9BTGL2skT6HVBHZwD3GDC7pW4C0vXD254r48W7lqpHN2KdgDqW3gmHLt1qYgpJW6FFXkN8HtfqgW6XmHwt8rnWB6N6J8jkFp7Z-QN2swwwPdTFynW4VD-2B8ZN41pW5bQb1c1vYwW9W6PTrhN8pkPWgW151BkT3nh1LWW8rnRT24r25ckW5b7dl25nN898f8bZdJv04 )
High token spend isn't real AI adoption. Discover how engineering teams can move past vanity metrics to create lasting workflow shifts.
Learn more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVs3gP0xW6N1vHY6lZ3p6W6l8T6B8B4rR0W3NQj9Z2PBnznVJZmgR2rL5ftW7BWCNQ4t78ftW1B_dbY8X_ZZbW7n-ZQg7LdNlhW3cZMBw3SnvNsV9BTGL2skT6HVBHZwD3GDC7pW4C0vXD254r48W7lqpHN2KdgDqW3gmHLt1qYgpJW6FFXkN8HtfqgW6XmHwt8rnWB6N6J8jkFp7Z-QN2swwwPdTFynW4VD-2B8ZN41pW5bQb1c1vYwW9W6PTrhN8pkPWgW151BkT3nh1LWW8rnRT24r25ckW5b7dl25nN898f8bZdJv04 )
HOWTO
Anthropic recommends a git worktree per agent. Your runtime infra makes that a problem. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3gP0xW7lCdLW6lZ3lsW6s8thK450cCfW36zwMV5TTHwWW2dSfxc3BMTRJW4FT9Cv5zpFNPW7lwNTp2DDZ5GVZvdJq9jwYNrW6Sx_Tv7LLZN_W7qvWCc7n9hFrW14PhVP4knt7LW61tBDy2Z6STBW1qVS-X87gGwWN58CJpQkkD9pW65Dh0G5_6NM6W7qz9tK6GPCTHVDbYL87rHcKwW5t95174zWqjPW8qjY3q2flkLYW8gGRWj6PP2YlW5PzJBq1ct5h3Vm8xM47_BJSZW3B1JM96QHZPSW3QDMC076Cyc2N71gfFNlwhB7W8SQhYn8M4wjxf8H4dSY04 )
AI coding agents break shared staging environments. Here is how full-stack branching solves the runtime bottleneck.
Read the article (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWXdjsTfylpW8xNdVh8yJfFlW1HN78y5SHZccMQqrVM3gP0xW7lCdLW6lZ3lsW6s8thK450cCfW36zwMV5TTHwWW2dSfxc3BMTRJW4FT9Cv5zpFNPW7lwNTp2DDZ5GVZvdJq9jwYNrW6Sx_Tv7LLZN_W7qvWCc7n9hFrW14PhVP4knt7LW61tBDy2Z6STBW1qVS-X87gGwWN58CJpQkkD9pW65Dh0G5_6NM6W7qz9tK6GPCTHVDbYL87rHcKwW5t95174zWqjPW8qjY3q2flkLYW8gGRWj6PP2YlW5PzJBq1ct5h3Vm8xM47_BJSZW3B1JM96QHZPSW3QDMC076Cyc2N71gfFNlwhB7W8SQhYn8M4wjxf8H4dSY04 )
How did we do today?
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Not loving everything we send? You can update your preferences (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-BjW3bw4pR2PD2sLW4kclYr3NNx3TW3R2M2Q4mstBXW4fjSDs3Vz-bbW36cCRB2MSMsPW3VS1Yj4p9QD6W3_GPQs1LjzLTW2y0wtc4kmkLZW2CPkCZ3yXPRTW2sRXfr21pgVcW3SCndj3F7wJ1W4tDSzM1LxKmNW2nVQW53QZL6vW3NLwyX4pH0QbW24W-XS1QjGDsW3ZW15k3df6CZW1Z4ZXJ3FchW5W1NgPHJ4kplTpW3K510w20XrKpW4mnSsk4hJRsxW3bqq9J3N_b8dW3z3m2p1V3hrCW250tpH1_qH2MW3jp2j32YM-5YW2C-LRW3dwbmpW3H5gP743y3YYW1Xt7Tr2KHM_HW3_pDr-2t7zBQW1SqD6949wbfNW2r3xJx38vqw0W32yVrr2PQ0NPW43PN8145pkkVW2w0C_s365P95W2MmWdx1XcVz7W23ptf63H5D29W3QSyJJ2nTz_XW1Vw52f2vRK-MW2vPBxD3M2mh6W4rwTlR4cNc-RW32sw1H255SW9W3JQG9D3dxwWqW2p4CRV3VZJVpW1L5kQ-47nKvZW32JWx43VLgQ7W30jVj53BZmCXW3b1H7f2HRwGMW1W-Bgw3B-wPsW4t6rTn36k4CkW3bm9mK3_Ml-_W2WhRZs1Q4z1kW4tyjDZ1VszKwW2-F2sS45r2vMW2t0SG43d9PDWW4mGlhR2HF0VtW1Ndd7q2w41F5W2Mm5ny3R35X0W49NqZj3bxHZvW2-Mh3p3W3757W3NClBW2xYG_Z0&_hsenc=p2ANqtz-9YrdVrSK8a7ETLlirpcTOhZpxjqVfYWUqe2tV3KC6To4anvjRvmKnLPazKm4xTHklLLpu1i08wgDsusONw0scFXWVJhg&_hsmi=433184044 ) or unsubscribe (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-BjW3bw4pR2PD2sLW4kclYr3NNx3TW3R2M2Q4mstBXW4fjSDs3Vz-bbW36cCRB2MSMsPW3VS1Yj4p9QD6W3_GPQs1LjzLTW2y0wtc4kmkLZW2CPkCZ3yXPRTW2sRXfr21pgVcW3SCndj3F7wJ1W4tDSzM1LxKmNW2nVQW53QZL6vW3NLwyX4pH0QbW24W-XS1QjGDsW3ZW15k3df6CZW1Z4ZXJ3FchW5W1NgPHJ4kplTpW3K510w20XrKpW4mnSsk4hJRsxW3bqq9J3N_b8dW3z3m2p1V3hrCW250tpH1_qH2MW3jp2j32YM-5YW2C-LRW3dwbmpW3H5gP743y3YYW1Xt7Tr2KHM_HW3_pDr-2t7zBQW1SqD6949wbfNW2r3xJx38vqw0W32yVrr2PQ0NPW43PN8145pkkVW2w0C_s365P95W2MmWdx1XcVz7W23ptf63H5D29W3QSyJJ2nTz_XW1Vw52f2vRK-MW2vPBxD3M2mh6W4rwTlR4cNc-RW32sw1H255SW9W3JQG9D3dxwWqW2p4CRV3VZJVpW1L5kQ-47nKvZW32JWx43VLgQ7W30jVj53BZmCXW3b1H7f2HRwGMW1W-Bgw3B-wPsW4t6rTn36k4CkW3bm9mK3_Ml-_W2WhRZs1Q4z1kW4tyjDZ1VszKwW2-F2sS45r2vMW2t0SG43d9PDWW4mGlhR2HF0VtW1Ndd7q2w41F5W2Mm5ny3R35X0W49NqZj3bxHZvW2-Mh3p3W3757W3NClBW2xYG_Z0&_hsenc=p2ANqtz-9YrdVrSK8a7ETLlirpcTOhZpxjqVfYWUqe2tV3KC6To4anvjRvmKnLPazKm4xTHklLLpu1i08wgDsusONw0scFXWVJhg&_hsmi=433184044 ) from all email communications.
Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!