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OpenAI says, “Welcome to the AGI era.”
Fri, 04 Sep 2026 06:04:42 GMT
Google's new Flash model can match Opus 5
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Anthropic just shipped Fable 5.1
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Positive outcomes only
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Why Nvidia spent $12.9B on Hugging Face
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Anthropic just gave Claude its own browser
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Proxy makes perfect
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Selected Message
From: newsletters@...
To: [email protected]
Date: Fri, 28 Aug 2026 05:58:48 GMT
Subject: Anthropic just gave Claude its own browser
To: [email protected]
Date: Fri, 28 Aug 2026 05:58:48 GMT
Subject: Anthropic just gave Claude its own browser
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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: Replit's new default mode for AI models ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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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 28, 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">Cowork surfs solo</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <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"><strong>This week, Anthropic gave Claude a web browser in Cowork</strong>, removing the Chrome extension from everyday web work and giving Claude a dedicated browser of its own — without taking over the browser you already use. That distinction is the useful bit.</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">While the extension still handles pages and accounts already open in Chrome,<span class="Apple-converted-space" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"> </span>Cowork’s browser is built for jobs that need a browser, but not yours. As TNS Senior Editor for AI Frederic Lardinois reports, users can bring selected logins over from Chrome, Edge, or Firefox, though support depends on the OS, and some credentials (banking, email, etc.) are excluded by default.</p> <p class="p3" 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"><strong>Here’s why it matters:</strong> Claude Cowork’s dedicated browsing makes it easier to take screenshots, conduct research, and handle other agent workflows. It also redraws the security boundary: </span>Even with safeguards in place, Anthropic says prompt injection remains a risk. A separate browser may be affected because Claude isn’t automatically signed in to sensitive sites. That leaves teams to decide which tasks truly need access to an existing browser session, and which should stay inside Claude’s more isolated browser.</p> <p class="p3" 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><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3ktW5m_CDN9m0pKVW8LghVn68RHxBW5j2d5w7CLf4TW9jpkzM2QVcQtW5TMrX238vbdjW1X1Sb52MrCWwW3Sn2F379hsMPW7kQTkW52RP5KW97DZHt3QPZ2qT7gh-58LBFrVCVXTb1mPr9FW5zglDB75__FyW5hYzPb2Qg5bFW2pyTG589lc61W29K-QD2zJtYCW3q026w8KzDYfW75PSym3DvPVsW6cm1mJ7zCfZnW5c3q7n2H2P-QW2zk1rh9hYkvtMsflQXR3P22W2Pd_qz49-jTKW3fdPS38j9QD8W36KFqq5LksXfN8csLTcR8SbDN2pS243HSKbLf97yZjR04" 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="zeDR4dXD" target="_blank"><span class="s2" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">Anthropic’s Claude now has a browser of its own</span></a></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"><i>More fresh reads from TNS:</i><i></i></p> <p class="p3" 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">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3qgz0W8wLKSR6lZ3msW9dQcfL7CJ8cfW3vz-9j1fjnf7W5qKbKx1sbnfpN6R02vnp_78MW5KVCTY3jxJY6W6fvNQf2jNTcWW5G10NT5CPMqGW3CTt-g14LKXsW1f2lQ145_dWFW47XqMy2MMvdCW3xY3zl3kZhhJW6YwdHs7b4XcRW60w5g-2Sd328W49nxLJ5nqnP0W3H4wKr63vxhzVGhrFm1bKYhhVqQKgt4SX42-W7S3J-n6PRCTqW3CS1lF8qRBvMW5QQrGg1vkPJzW3hd7Zj5n9VjRW1hmY3v3B-HJ9W3rQ4053KLyXRW6jqq3H283qn6W8qBBDl88GmVnW1jgTW935hcDDW4lHfwx4LqyJNW5d7WBR8MHth9f4s-Knj04" 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="O8LEgVN3" target="_blank"><span class="s2" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">Nvidia doesn’t need to block rival chips on Hugging Face. It just needs the defaults.</span></a></span></p> <p class="p3" 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">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3m7W6t585J5DMcglW1y-M0c8v80wJMbJPmTvv15YW7kGRLX3YsgBjW4V9v7l7lrkwtVWQnYg4Qtn5kW4_ZjRH1Kh2ytW6n3c7S5kgbGzW81Fl9R2lrY7CW8SrzNW4wkQnpW1_hGF83QT2rsV3dHqd3lCBTdW99crZC4Slz4KV6qgLJ3Q1SPZVJRS7p5Y9pLDV8wv_Y7cYfdjW1mK2KH2nFZ_7W9km2z95CHhknW67WWR-3lr_FmW1Lp03L7TZPy1VJnx7t7hpsWZW5d829M37bwX8W2B3ZpZ7ngwrqW8yNsw36ZjFPGW6JWjxt38Wj6zW7B8XX42RR9yVf27SGCR04" 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="gxr8Aonr" target="_blank"><span class="s2" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">“Posterity will find it ludicrous”: Sai agent hits 73% on OSWorld 2.0 performing routine (but necessary) work</span></a></span></p> <p class="p3" 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">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3nVVXN6vd3qsYpqW8X8_S61WFs1_W8_VVy95qThtmVWsW5y7Szvh0W7_wz1r765WxnW74vGxW6yTtJ4W8LtRQ566qM9VW3vwnt330CKDkW4bkqDV43_CM0N8r6f8vydGHkW4gHn_T7TCTjBW20_3Np6t1CktW3rmb6T3xDSPTN3nrXrnLxVR2VVdRm35pLp6tVsly6c6djD9hN34SxvXFxc_vW4f7zJn6xR3KrW2Q0P5b5tFCJBW7WrWQR1T5ms1W3dTnxm6N2pV_W4HjcN23j-SnhVVTxqp29bpMSW1WH_y14dlGd9W4lQbgV2PBfr2W4_RG881PLPqpf3V_59z04" 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="DsUKnlrR" target="_blank"><span class="s2" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">Replit’s new default: Auto mode picks the best model for each task</span></a></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"><i>We’re looking for hosts for our Sponsored Podcasts and Webinars. Can you lead engaging conversations, put guests at ease, and bring stories about technology to life? </i><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3qgz0W8wLKSR6lZ3mFW5V2yQH5rs4w4W8MdczL15jPN8W7xjz1d5ByyvqN4pbmT4lYThFW5wPVsc54NpX-V7KFQR2JMb_9Mvl29xYG7NPW28zbrn2fBd6KVSh8kH6XGfLbN63n4jj3VD2CW4C_ZKF8GfCy_W1zQBR01wdKf-W59kd--748P3gW42PL8x6X9kTmW702dZH8gHXGDVQXX7G5yNbJZW7wk5jf5gJH2dW5ZCM7Z5Fh9lmW1mfx5t7XDYZZW906cCX2sc1xGW93tB3g5sXPbFW36X2Vk5Y8gdCW8DhXRX948LMhF7GJ8gkhHrxW8_rr6x2FcxCfW3qC_Zb933t56W4z5vXK50Qdn7W53_mcq2JRFs6d_dKqn04" 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="G7MW3kcb" target="_blank"><span class="s3" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><b><i>Apply here</i></b></span></a><b><i>.</i></b></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/2025/12/b0ce81f3-cropped-5f5868db-nick-luchessi-2-600x600.png" 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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3msW4GSp141ZQQnsW2Fb3MC2W6S_tW4g6gtf70DfpVW7vTrcB22N4VbW6Dzg551gCvNsW7GqBWp2QJr7jW2ZwgFd1hPQkWW1LM7K37jTD8FW29RmPm43rQnBW2rW7F72X4pWxW7CGbYW3mbNPwW3tNSnM3Q9s3mW45YTMK3Nw5j0W7sL4Cg6zyynkW8mP84X8qXwxhW5-0N5N2f5hd_W5ZVPq67fRcZrW5qSgZD3wfRpNW4TjKQR5RFnMTW7GnpMM8CV_ptW35ttdn3ltWgQN2J5w63WkX4cW6xgC211Tc8N9VZ2cDQ3td3jyW7D5N5T6t4RBYW1TXvlQ2JghpRf6ypPpF04" 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="JrAEXaiN" target="_blank">Nick Lucchesi</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflx65g8t6W50kH_H6lZ3kvW3qtKn85PZpRfW4Cn_J61ZqhRfW87tj8S17Sc5sW7WPLfl8cgSm1W3Gtx3Z4BZCQDW2_-NR18l6qBdVhcbPP86j9MFW6SFDnz4v4ybcW289Rtj4nqLKFW1DF9X792ZH6wW2w08m72tz0PfW4vg1-h88TcBcW528yCD5LnXXpW8lh4B33dclCGW5v-mx04Ln2XWMzqJxd8r4Q_W15Bg_R21yZw3W5_p-Td5QvJTCW72hSXJ3t5-hcW19XdkP37fD_6W2jtQw28880Y5W5J0n9P2khW7rW2c1DTM8jM-qYW2c8pfC6LDVwMW60Q_F14nMxXCW5VzypP62N1DsW3l-4cR9kpfrTN8l8S91Tg4ryW39Dp8s5KffmmN22zch2_NPdhMTRLtjZHmgFW2s2G8p9h3RzBf8NF_d404" 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="DLcsikB1" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/08/d0083770-vespaai_webinar_22sept26_see_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"> The wall every agent stack hits </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">Human queries are one kind of load. Hundreds of agents retrieving, reasoning, and retrieving again is a different system entirely — and more caching or a bigger vector database won’t fix what breaks. <strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflx65g8t6W50kH_H6lZ3lMW7QdTM223dKhhVBTfp57FF7_mW8xY0nq7ZLyRmN4bSXnBrdXHHW6PSfK13F3MP9W73Dv4c799RTNW5cYd8B4zZp1SVQPvzN1rMn6sW8GbKNf8qCRJpW5kft9r9gn_XnW8K5-HV4HQVS2W5RbLQD3vggvYW7WXNFL932CNmW6mLR0H5QtLdlW6Rnkmc5j9QrnW5_Ym8p7Rbzb2W1-6tzS9fL-0FN1BK6Qkm1Nt8W11-2BR6DJ315W71N0S53qTJjyW4Vgrqg6cVD2MN7-rKslg04JkVkFCp-4hq3FNW8Kx83x4-R8vGW8p1vGS2kKpNMW8bnF8b53RTNjW6hCt3H2jKsPQW3ZLkNG2v2JmCW9bbMhc8lDvR7W2kbWQS4nwS4gW8L2Pdk8_FR_NW4jnfyH6P3JMGf3D7mqs04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="hPtAn3/g" target="_blank">Join us live on September 22</a></strong> to learn:</p> <ul style="padding-left:25px; margin-bottom:8px"> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Why agent workloads create a fundamentally different retrieval challenge than human traffic.</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">The failure modes that show up at scale: latency stacking, stale context, relevance drift.</li> <li style="font-size:15px; color:#48607a; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; margin-bottom:8px">Why fragmented stacks (vector DB, ranking, serving) amplify these failures instead of absorbing them.</li> </ul> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflx65g8t6W50kH_H6lZ3pQW5tNbR37lds1-W1NfvL74_vjwMW92N_Rv5tmfj1W7j3R-v3Ws0rQW4R-z154C7l48N76lrYjrWCrSW3H0rzc8rJNPdW6kcx47887l83W8JjwWM1Sh50nW88Ss8n5DJZh2W2RC5sh1yRvyLW8Qsjz48S--BQW6syNZq6tTMG6N19hfKzqZBxvW19_6vb7jrYCqW7Fb1zL6mVb29M-SGxSKsPhvW11yFsD6xkl-MW1lpLj65Vh7tVV8lqb-2Q_KVXW40rNYJ8zn8cSW6MhK2B6qm1bFW1RK4V35VjsbCW7Mn7rh2GWv4xW2rVJpV5NgvKkW3-qvrX9gDP4rW67ryvn6MtPNKW1gd2t655FWgyW57hq763yRlbMW2yY4JZ62YHjnW7n_B5H8pb99cW990FhH839yrvf8zPbhz04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="kePcs5oZ" target="_blank">Register now</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">Replit's new default: Auto mode picks the best model for each task</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3nhW710hZg4bWB0qW8Bfss-3VVP1qW8J1m9S60cq0pW5Q2fHX6L78VhW5r7CRS3d4tj9W1WkZKp3zBvJbW8QvgbQ3GlFnVW5-BFzK3dhtc2W5G3B6-6mGqYLW7ddVG12THC85W8hMb1z5YCN93W8VY7np6-hYvXW8PDhg95yVhGCW8kL7dM45l7pHW3LdLyr6PGJsRVtGg132mmGvDN4GPSkydzhx3W23ykqN4DM8b8VXBKjj3fNySLW1Qspnh15hCLxW1ZvRz-99bpmfVxbHsB8HyRDNW8JGLMs6y7QjhW351k5S2w--N-W2Q5kpr7cwgybVLpDV62tT-Jmf8Q83tz04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP" target="_blank">Paul Sawers</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3nSW199YC86cS2TxW632xqN4_J_3tW35x87S94dfj4W4w_JF92KRZ8DW2S156r82mDhMW8nK6sZ1DP8jLW5YswMR1qqz94N1flc00h-nz3W8rGj8M6vpS_MN1QkdBxXtbjzW1LZLND2dx1X2W17-n0d3xzygKW6WwykY7SSnVrW1ZB0Ps50VNppW8f6BrX5yjHcXW3FfL_k6vYB_CW2j8fvC5BM286W6YvJ6s1BHD1vW349jrm6s0NxLVwjzS_6RBhZ6W4pmR4b1TBxsyW3P4ZxG5BhFSvW3PfvQP1gY-BfW7gCWBy2NJhx6W1h7kJ03hfz0fMcvBXB-yv2Xf7d8fl004" 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="1" data-hs-link-id-v2="hX+j4jQB" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/08/3df1b427-ayush-kumar-sbfuksxoljm-unsplash-1024x731.jpg" width="524" alt="Featured image for: Replit’s new default: Auto mode picks the best model for each task" 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"> As Stripe, Cursor and Ramp all bet big on model routing, Replit makes automatic model selection the default for every user </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"> AI coding company Replit is throwing its weight behind the model-routing trend by making its "intelligent model routing" system the default across every account. The system automatically chooses which underlying model should handle a task as it evolves, with Replit weighing quality, speed... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3lxW5HXKW15v6cqLW7xRgq15bBh_ZW4-QvhL4-MP64W66kF3l242dY3W689R3F3czx7sVwhsT640bbH3V2lvbj34sMbJN3wZ8YjS9bZ5W7bM7RK8P6j3rW4R1vwW8nRJ9zW2m8Lmq2ckysVW65QpG87R8J5mW162zsG6VF4kdW4N0cnt7C8CZsW76mk0r7CSv0KN6YlPn0Sw7SCW6415qk7_W974W6XNd5R4SgqMRW6_KJ915Z7F1MW15yHhF6tSd06N4BsJFW6smRhW7GdSCD6xskGTV6RTpF7fvjbBVb-Q-z28RscQW2ynRLg76KzDDW38-xs32DwkD6f8F14bx04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="Y6aBfhRb" 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 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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3pTN8Kjstj6rhczW6cmqJ76ydyccVpKfF98lM8WBVJY7HH5ZVTR_VhjJjM7n80kbW4WjNRM6WHkcWW7zGGzm5XfwwwW1vlqhB18Rr0lW1tRkkK8qpjV3W6ssbtZ82_NDWW1vvWYf5z8GwKW6J5QGy8yxCWkW10Q-6q4wtSmsW2-k45r3K3nh1W3vqw_75v4_jhN99lbDLytS5LW1P4whF5zS-G5W5FScF73dSfD5W6cF1r95kqcfrW767Bvv8Mn0YzVw51yT5BqLQ7W3nfY8c8HNvWfVXDXBQ762ZTbW8rB6Sg6_C0KWW3CtKMR2mwF_CW9gstdw25qbgydXWWSY04" data-hs-link-id="0" data-hs-link-id-v2="qr7IKkTD" target="_blank">Google found a way to test Gemini without seeing the questions</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3lgW5n5Knt1TTZq-W2sZbXJ4nYTjZW9bYQ2X2D8yx9N8fdZK_3cH23W1lfXvn2NQbYQW8w_GB33HVXTQW4cgC4c6wzbrLW3dkyNW30hWQ2N8WtpGbqs77yW76j2kw22HgCVW67DTtp4zJxX-W2F7sWY6xb48_W3zhrMQ8n85tZW80_SFX64r4pjW7bV1z77xPvSHW2N_S552hx_2JW7jDJ234bvHNVVz1y7S5HLVwrN5MJ4lQ4FBGnW99-x5d5R4ZNWW5gXPk-7FYPX9W983wjJ1rq25sW1flP1R1cjH8wW2sPbp65bPNdMW4W8lkZ72l8v_MqRfXbTszKrdzFWyl04" data-hs-link-id="0" data-hs-link-id-v2="Tvw/EZk7" 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">STACK</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 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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3p6W516Lgy6M8ymLN4Mny9sKYfC4W2FXxnR2jPGXbN4mTPqpXTxH2W2bPyk1705XngW47Y5Fs59bx1nW6ClgDH7N78MVN2YvP2_YWx8TVt8LBN9cv__DW9krvTM8PzLyJW51Ln8H1VZ19LW6hq07v1t0Sk4W9cjyGJ1jKzZhW1yXxRs271NFwW9jw9wZ3ZjS0_N1GMSF4wr3h4W3TMsRn2GfhRsN6sb7D7ZtVTwW2RpDf02d3xBdV_jjl_1-pG2WW2LTLrb1rnvvXW2hCzJY40H-Z2W6JQ64F80h4xSW6Z8vGx1LV1vWW2fl5ZF5m_QptW36LP0v30Y2b6f364DL204" data-hs-link-id="0" data-hs-link-id-v2="NZOwZcCA" target="_blank">Aider, Claude Code, and OpenClaw ran an identical model. Token use varied 70-fold.</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3qgz0W7lCdLW6lZ3kCW88Dtdc7SGvbdVkxlRm4DD3KPW49MN0Y8KTGqCN4pzJF2KJFgdW6vHFqf1tcrJbW2mddtx8VGPjcW38F1317CQ2DDW4H_nZg59VKJmVtvX2K3BWnG5N1RdkNpFp0D_W93NxMH6gbRBwW39j3-N13YfTlW72vfMF18FK32W4zFYf21Kt-4fW6BD8Ps84_QsnW2LhN_R3jQbJ8V_vCPL6pTDl2W5M6fmc6g0_bXV7mKDS1cL4y3W93GM0j3h3MV3W8_qymF26RMRJW7D-JBl7gHNQkW4nDzng10pLVTV535F16n7SpZf70Y7g004" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9" target="_blank"> Janakiram MSV </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">BUILD</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3mVW8r1RPR5DWtcdN5N5fBxS91Y8W5X2RvW3zsnWsW81yhTK1GHgYtW1f8m-72D99gZW6DMGFs8ycNbMN45cSDs2FPqWW8p-b1t8XVpZgMKWnY9vwzbLW1j2-5B3ts7HwW2yDNJ97tQtgyW8ZQ5Xt2ZlBWHW3g7yTD98l6cyW3ZJdG39328q5N1nS-rg-nZsbW17XDFY6kRX7lW2Z0kKF8JM692MpsDXQffdwRW5CVGgl86Xs5JW4Q9lrn2dPxrVW2X7MSN5SXcKtVC0_Jw4jDTZQW4kDP3961fqlTW45pf_q4PD1H9W4SMhY23xMf-YVcvh4P5fgF9Hf29zMyF04" data-hs-link-id="0" data-hs-link-id-v2="iim1td9c" target="_blank">This duck will teach you reinforcement learning -- and pick up your socks</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3l1MXk1ZgJH37NVy1Qsx8x8nYYW4pL4pl6K5T6SW3QFrQj2sh9LvN94q_fTSYcpgN4wqJD1z1RhvW215BPL5MQsJtN6x3ts03gmVJW54GYzB2QdyFqW75pCTl1-RM2sW9hjq2T51kKh0W9bB2Yv6_Zwj4W2YxqzQ96LRRPW1qxJR72BS-ChW110DcR1bx6MzW6x-P4c94DSlhW6FXS0g2PjlWgW25gsLf7Hkm7dW1lgDNw3cVPwSW3Rpfz46bYHPFW7XwPDH58qZz8W2T0Ch74-JGVtW3Gs_g15gnns0W5N33VG6cq2WxW1VbZnP1yvmKjW3g80ZZ7yJQpqf3qSfbs04" 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--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">TAKES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI 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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3qgz0W8wLKSR6lZ3pcW5-rCWm6qG1M6W3Cc3B74ZbZNjW5gy0g26tS-W0W88NyHD7yw8SBVmb2SC3fQCKbW5mdgYb27hKycW1gbH_75dRtnFW66jrph5g1h7-W8zbJ-K73Hm27W6rkQDR4yvwY-VZDtWr4N235GW1htG0P65Jl1zW93-hhR1DBmZLN7phK4JXJ9w_N3J5_13znPKcW74NVrY1SgWM5W9gthsZ6Df-9-W2VrCJV27VsWFW5dC3br4Mrk5pV3rQFL7RXm3xW5DQs8-4RfQwzW7vzR-w6qwczKW5xwM_k950KhRW2ZXfGz1rkDt7W4x66sp29FLX3W3D_t-N4dM8WDN4krjC0bvTYpW8HV6907YC_tpf2nX_Hx04" data-hs-link-id="1" data-hs-link-id-v2="IZK/b+mX" target="_blank">Nvidia's $12.9B Hugging Face deal has an open-source problem</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3l5VvcXMv2LHtMvW7pqPWg2Vd1fZW67v5TX8M2rcjW3Xz_MK7g3ysnN2ZmtPkJZlCjMG9-p1M5LrLVCrkTS1qp60qW28FzcX1GG6g6MX3_FRcN42wW70fg-G2_bV6SN2f-57DxwkrfW3rWchN8lnGfxW8rvKGW5DStzHW1djWw68kQ-D7W4MzJsF96W_B5W7ngV9T464B6MW3ZGn1n7y5Rf5W6wnwcS5ljHwkW5fqx-h3pRf5_W8npv0Z5kD3M7W6MK_Pc2qVpDpW6R0v7h5RRB7QW74GGlJ6hrXs4W7Z5_TM4PRDhQVVZtfK1DvrVZW984MRc2xsWG1f6JLz5204" data-hs-link-id="1" data-hs-link-id-v2="95gbxGH5" target="_blank"> Amanda Caswell </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--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">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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3pFW1z0kLK3nkWG1W80q52z4mWjkmW1MlYG84cLKm8W7CvXjP1_g0QLW82xCSG3V8gKsV-NSt38tZ1wLW4V2cKk16l4m8W26wzPB5NYncMW8d68-h71YdnwW2K2ktn7JSSL-W7Bmy0K4TPWVrW5Nfj5W5qQbm3W1g9xx07d1v3lVlq5FN6gKLqSW3QmKN782PY-VW52cM5_6_p22wN1qGg-kwX4PrW7K5R0S7pJw-4W6j2nLX8qfgT4W6k2P7G10YLllW7tpQB88Z2NqpW3754PG4pps_wW8WLFB72P0l7nW4YtHn35PWT1FW8GLXnz1T_Pt0W2S2n7v4zpwcNf18q3ls04" data-hs-link-id="1" data-hs-link-id-v2="ZNIAQpDx" target="_blank">“Posterity will find it ludicrous”: Sai agent hits 73% on OSWorld 2.0 performing routine (but necessary) work</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3qgz0W7Y8-PT6lZ3p4W4YhL441y_Zq9N1n6SqzmW4m-W1czrkj1LTktXW750xrG7KNp67W8D72Zn5cMChXW8QqM7-1g1BxzW3bDc4R6ssK_9W958TLY7c1mbXW5pmcDf2s-fBrW2hs6xY3XqTCYW5XrGqG8c92NVW1pYv4m4hjqSHW4CFSBn4RWKvRVJ6t-x2SVKc6W8v0cFc8gP-DwW8L217w33S7T6W2vDRdK8SJKfbW7Ppdnx9hKPhXVm7f5S8vqqzpW5QT44-1cB0QtW4F2C683L0n7-N3KBLg5sx7YRW5kc5RM6dqhVgW85SzVz6cGH1HW4MqBW64bWnFnN73Nb7-tZtGgf7Y6Y0M04" data-hs-link-id="0" data-hs-link-id-v2="qXcC9LlC" target="_blank"> Adrian Bridgwater </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <div style="font-size:12px;margin-bottom:15px;"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2025/04/[email protected]" height="24" style="height:24px;width: auto;vertical-align: middle;margin-left: 5px;border: 0;"> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3hCZYW7lCdLW6lZ3q0W61h1BG1nBpKXW1sD3HF3CJ3Q1W50FCJH8K12lqW7rw6xd4nTTGCW7r8GGs3VRpM2W7r5G_M2KVjyqW6XSJjz7Cn9NqW5yc7Bf50c64dW7Mh0Hn4rF-YlW1CSZSV8rvZPhV55F_62rNgzdW5lbrtn8_9CPVW3dH5l-2jkf7kW37QMPs4-BmhVN4qNxg94bdJZW7_BsBV5__14FW4Z--yQ5D7WR1W8Q0Swp127MwKW6wrjp-2mZl4gN8RDJVGPqr54W7857wJ5xTqlYW6m_YRR25w7BBW5016rK24H2mbW7xKHGS5VtC2Df77zxWj04" 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="frSZnkG3" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/08/6c862555-alina-grubnyak-ziqkhi7417a-unsplash-scaled.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"> Kubernetes at the edge has hit a wall. Fleet management is the way through. </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">Edge Kubernetes fleet management uses Cluster API, GitOps, centralized policy, and observability to standardize operations across remote sites more safely.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3hCZYW7lCdLW6lZ3lvW8x4KYq4072ZFW12hRtB41JqdgW3GdRWl1Kw2PLW2mCT4q7-VcqPW9gQ1Y42DjkDGW8bGB281hksSMW8XWgZb5T32kFW1n8WlR4XlRnCW1WlvsX9bQ64kW6pqydF6DY2CCW68ZRPt3_FK9MW4kLCN-3MRPpgW3qsdq13_h-NVW6Pyq-f55LzgGVMrMqD8RT92xW6sHrlM2Brw3sW7M2VbL20z7QVW8Xbrsg1FHlDJW2WkYt92THJn9W2lD7nf68HyH1W2sBQWd6SxrmZW8LL1DC6G_FHcN2VGQtBGP2FfW6d3HSy4GhzY3f1pcBF004" 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="yEe3JS4e" target="_blank">Read on TNS</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #flow-state .item-label--1 td { background: #00aff4; } #flow-state .item-label--2 td { background: #3a8fdc; } #flow-state .item-label--3 td { background: #9850c0; } #flow-state .item-label--4 td { background: #c43aaa; } #flow-state .item-label--5 td { background: #ff3287; } </style> <table id="flow-state" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding: 28px 28px;"> <table class="flow-state__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px">FLOW STATE</h2> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">HIRED</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflzb3hCZYW95jsWP6lZ3lrW2Xzcwr4b56vtN2VZ8m_tGfg9N1FjXdKBs9j2W982nVf6p4dhQW3VnKtJ6TWn12W8xT7W294S9rPN1zmJhzHWlkDW60Tvc28hWqzzW7h3Zyf3YRjrXW97R0694JVcwJW2hP0vj7WnNMbW7H6Mkx6QFwqSN8SYNGsWBYZrW7Z1b8Q8QqcQcW23CGYC15XbQtW2Bq33t7GGZWSW6wZmr76VHcckW4ZZLtL3P1MyDN94wrkNzm-FgW1BWJ2C506p6vW4wRl1L67yvm4W4Fcg-31vtg_dVxqK6P841SstN1VZc2NRyhyTF4j17r4YfHXW2pnHzk2pfM_HW16hbv94dYYhzW6-Tv0T1zR6K6W18-PqS6gYHYZW45C2vp3kL_lff884GzC04" data-hs-link-id="0" data-hs-link-id-v2="Jkn3/T0p" target="_blank"> Towards Data Science just made publishing more rewarding </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Whether you're building something unique in AI, writing deep technical tutorials, or breaking down industry trends, TDS wants to put your work in front of a massive, engaged audience and pay you for it. With updated earning tiers and a higher monthly article cap, there's never been a better time to publish. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflzb3hCZYW95jsWP6lZ3lfW9jYGdM21PqLcW4fgX1535KfyFN8qqcf_FktV0W6jWV5Z3h_39DW1flXHK3Z_5SYW5R8Phh7kyPfPW9fJQMT5B20-ZV47MKn3HLPRZW7L6FyW7k03gHW3CF8lJ4xQnJ3W6gs_hZ3553nrW8kL5S73kv_mCW2JsxYL6WrVcDW3KpJvk7FxWvLW5mpw-d1Hqly9W95GGsl975T4_W5w8MSq3-sWqYW8nMKtd1yYWnLW6qsFNk3GNNQrVt7Pdx8zDCGlVfPnc-4ddC34W99CSCF3Ds7mMN1BRx0VkJf8wN786VpZ1xDCrMYSvFN7RQXZV9d2sZ1j2V1zW8RVkth3vRGw_W2mKXsV56Px3HW1JSZys1r7PhcW50hfJv7b3VbHf42VXl804" data-hs-link-id="1" data-hs-link-id-v2="EN0sPvkY" target="_blank"> Publish on TDS </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">INFRA</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3hCZYW7lCdLW6lZ3plW11sjkw7vZhX0W8vplGn6DT5WWW28knfH4lzqwCW6lZmhD6PStwgW7QGHwj52kZy3W6QZMDw2fLhQBW1g-xls4Xtf1dW5JyLyz5_Tr5nN9cCrltMkJCdW8Y32RP6J3v1kW4Jd5QB1swm-SW6CfHTB2YkcDTW6XQhL56c2bVSW35m4Jn85X0hwW2PN_Hg4TyGWJMympd7pgdnZW7zy7Kz3f9qM-W4l041Y4Y9xn4W45NQph3z_-DGW26Nggn6LtSJpW7mvsMD5Z1hwZW2PhCzC3b_ntMW3g83Qv8XWZfCW5SSMy57Vc8yWf5xfTKR04" data-hs-link-id="0" data-hs-link-id-v2="3GbAGeCF" target="_blank"> DNS is infrastructure. It’s time to manage it that way. </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"> DNSimple founder and CEO Anthony Eden explains how IaC, APIs and CLI automation can help prevent DNS failures and bring domain management under control. </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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3hCZYW7lCdLW6lZ3kwW1nxd5f97wkLgW71gbQm10q15cW6fPC903cLQXJW5F73nD5NjBFwN95VQBxmG9rYW8K_QJp5RlFHfW7GmFnZ318nC3W2QgtP-8kkqlDW5vgcHG7CDLmHW41wx2x585RLVN58FMzzjcRWXW1H8fBB7bq-70W78fYSB8VT2SgW71TL1H4XRbPgW9cL5tC4qr2_sW6mbpM53hHjyXW14X6RM1Gx8NCW4BMtlB64b7qRW5FYCwk3j7PlLW4f5Xfk2k_6JnW3r_C_P4ZvXLNW32p9tB24bvrvW8Gcp0S58XcHxN5HtYsp2D12kf4KL0zH04" data-hs-link-id="1" data-hs-link-id-v2="UVnwThu8" target="_blank"> Read the article </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">EVENT</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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflzb3hCZYW95jsWP6lZ3lqW4pByGT8Fy_mqW5C51472Ms6FyW65qhtc6CFYblW3ny29p5g7fkxW1GN4BT41S-x5W94fshJ3bSGk8W2hXBn_1mXvVgW82tYNw53l2syW5S1vKF6qHr4NW45cHtf7wK2JtW2Vfsp84xV4gZW8Kr4JC7x4vLHW5hFm7D9cwJDlN4CH64jFlqjpW7QrgTF59v_XmW1763K41c9MymW88gM5d5PVFk_W6kgGKT2JCn2GMgC6hQzWSt6W1_PtB687gD_yW7sQSH87nvx65W4D6vST6xNryYW4X_v2Q77S6hJW4gqsdM7Nd9jPW1y2_Kf8DRv0zN1QVlGWZWWlTW3Wj_rj3gWljMW5c9BvT1VnW1XW7P6q0d1W3xSrW7bYCQl22Fh0gf1m_mxH04" data-hs-link-id="0" data-hs-link-id-v2="Xl+yh6O+" target="_blank"> WeAreDevelopers World Congress North America </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"> WeAreDevelopers brings the world’s largest developer event to North America. Join us in San Jose for all the action as we host a special welcome reception, cover the biggest show moments, and film interviews on the show floor at our booth. We look forward to seeing you there! Use this exclusive code to save 10% on your registration: thenewstack_community </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/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflzb3hCZYW95jsWP6lZ3psW8d8Pcj857DzjW6hPFFN60n55gW6wNqDR1bD5tCW1Kdmlf78T_00W4CRZTd6QkBQ_N13Lmzv_2qnSW99__BB3tkm6RW6z56ff5G0blGW4MHQJP1VhJSTN3t7vcpycKzWW8zgkGq7sWb4nW6PsMgX1lS9vFW3j1WsF2SSbw0W5-zGvz4f3p6SW39HmgS1dFlhbW3WVxjp5-Q5MnW3SKT6z8cx5NhW54V4pB93-KtSW5pQy8K1Tp0TyVsxBYz5DK9QzV-4Tgx8JbsHnW80VrgB8T--v6VpFKhK7Zv62zVgw7Wp106VN1W3pr0zj7vtL9QV_RHcB88zTbSW7qb_Sd2ZjYhgVQWxcr7_2q0kW7CbVq53Tm-W-W65hHP65YJSjCf4kZ5qj04" data-hs-link-id="1" data-hs-link-id-v2="M/EbRw6K" target="_blank"> Register and save! </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%; 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August 28, 2026
Cowork surfs solo
This week, Anthropic gave Claude a web browser in Cowork, removing the Chrome extension from everyday web work and giving Claude a dedicated browser of its own — without taking over the browser you already use. That distinction is the useful bit.
While the extension still handles pages and accounts already open in Chrome, Cowork’s browser is built for jobs that need a browser, but not yours. As TNS Senior Editor for AI Frederic Lardinois reports, users can bring selected logins over from Chrome, Edge, or Firefox, though support depends on the OS, and some credentials (banking, email, etc.) are excluded by default.
Here’s why it matters: Claude Cowork’s dedicated browsing makes it easier to take screenshots, conduct research, and handle other agent workflows. It also redraws the security boundary: Even with safeguards in place, Anthropic says prompt injection remains a risk. A separate browser may be affected because Claude isn’t automatically signed in to sensitive sites. That leaves teams to decide which tasks truly need access to an existing browser session, and which should stay inside Claude’s more isolated browser.
Go deeper: Anthropic’s Claude now has a browser of its own (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3p5W5k9tYr3v9jQ4W45Pj-M6M2YM6W3NV9Dx6lJ5g5W7QTv-R6ylSF-N73jPGtPJYRyVJNrYj8WCKrNW3lzB7j5ZrsNWW4CvSr81QRQ53W6m3FBZ6xZPM1W4gVwY57WMLc3W1_CY5Q1V4Y60VT2Cv66njCSyW4MJW0n5JCf79W8QLcdX7RVzRmW3qC9df7D77QZW2V17HB60X8nFW3lm3nX4Xg6GjW4z632R8kqr37W4K7_PN1F1cKYW3Fplgw5Cyy94VkXJPK8WzjxyW127fys2NPrjSW3rQCkN2yvj5BW6l_TPD3mkcT-VvPtDM529fmxW7Gp48t3kFZgPf8n6s8C04 )
More fresh reads from TNS:
▹ Nvidia doesn’t need to block rival chips on Hugging Face. It just needs the defaults. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3q7W4Ydmln8N7yVKN6l9jhh7qXw4W4ty-c833ZvbpW83rrnz31tRW2W7Z0LTk9hByXgW9f7LJR6Swdp3VXpvn89fss5GW6S86Zx2bG76gW14nB3C8F65HLW1l10_B6_r5n4N4ZlC6rjnRqlW3XzPgG9czTzfW5S5t607xShDbW89Hgj721B_tqW67Kb5s5kVcRwW2pbHdg30MnClW3rlJWx7X_qWYVGt7br910dKMW2fkfkr4w65zLW1dLWw54nrNsZN8wlhgXTWWG-W4W-NVV5StrTpW40YWwD9bqn8cW5DG8bT4J0j0WVD_Dqx4DzV74W6TGYqN72nzz2f7JmlyF04 )
▹ “Posterity will find it ludicrous”: Sai agent hits 73% on OSWorld 2.0 performing routine (but necessary) work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3mRW3MSY9799F_VfW5QZFZf8TwyQCW6HMK9Z5L-T5dW2VV4Z63yM6JbW8jMHCn7Kv_CnW7nKsrt7rjq9RN5W4TjPCX08DW2D0_LT5qgyx0W842z_Z60Cc3zW63l8YF3BWgTMW13mmMT5RtxXCW7brys94X718FW3fz4DY6LlzXVW8SXDFS8CblFPW1SmyXc4xTlmXW8yXYsf6Hby6CW152t2B2qS1gxV8thG734Zc5xW4bMhlM1jqMb2VLZ5ZF56hbBnW4CqjD15TJxKPW2dSy5_3RJmsTW9c-Gjk2WykQ3W2kh0ly5YRQwxW6X4GXY1WCD-sW44hTPW48C6Wwf3bbTLz04 )
▹ Replit’s new default: Auto mode picks the best model for each task (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3mhW4S0qJ-511_x5W5mKLsn7NlfrlVhNh6h3Q0WRZW2Cpx3s7JJVTGW3pkyqR70WCwzW8yFBfw2T1G5VW8GPyJk3XdBNMW5xxX9G26lns1W68vSWk7RznJTN6MlrK_3Z8cqW81NqDL1Lwp2WVGzw1W4gjT8RW2vbLFx7KnGYCW7NVP2w68YGVcN9dfyFTDQKRwW7yhPNR7RRfs1VWVQtD7_GnFtW89Rqr-6Xqxq6W4WG0DB6VKwVQW1v0cl53Jw6L7W3b6DSv39PcTcW5QYNZJ8bQK4qW4Dfsqy26WxZBW431F0p41kzwKN52Z91XpWSdMN5fQqqKLjpxGf81vGTC04 )
We’re looking for hosts for our Sponsored Podcasts and Webinars. Can you lead engaging conversations, put guests at ease, and bring stories about technology to life? Apply here (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3prCCW8wLKSR6lZ3kCVfLfMR8JbHVqW79njSs4l2GnkW5wCLsl8FR27qVdH4Dg1N5N-CW8v6GrG3nF9_-W2SPqdY33LCn-VSl74-81Pbl7W7WVgsG4M373DN21J5RBLl5kJW9d8wjz2GSh8PW3dDbLl2jL7Y0N3lww9cWVJ3HW4jNlkk2Sj_r6W3lHwr170NCm8W2jJ1xn4ZGSCsN4_K4nKHqxGGW4Dwr3F60xgGsW144d2H2jZVmNW7_W6r365-xz3W2ZQr3m284Cv7W1Y6QY46l99-JW2H9D_y2366T9W83Q6Nx6S63pTW3cZfk7675Y07W4jTQL890r5_wN4_4SdCR6V-cW8dT4NF3fq0t0W4vgVBR54xf1tf2nr9Rd04 ) .
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3n0N5c5MK2c0nG_W4hlZM011Vrg3Vh81yY7hZKc_V5yW055rrMRyW6fDd9F6r6FxpW9f5K--1ft0N5W1s_j6t2LTkqPW5TpYvq6Nn-D6W7RCh5l1nvdnLVYp4C17jSVcgN2nsRwb9msKQW5_k0Z42TqWChW48J_1D3kkpsZVgl9yc39tZGJW6MgNyR528wX2N5Y8-3s3Mdc7W6JfStn2bZgMGV1V-PX8Qj4q3W6Ycgym6F4sqXW8rpxrT4Yw4ryW8kdp786-sKJKW8DSwZS4gh617W5nSYv_7KC-P7VqMNSK49cdW-f2S17vC04 )
The wall every agent stack hits
Human queries are one kind of load. Hundreds of agents retrieving, reasoning, and retrieving again is a different system entirely — and more caching or a bigger vector database won’t fix what breaks. Join us live on September 22 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflx65fkwKW50kH_H6lZ3kxW1hYYJ731qq9YW4lDqkN50_PRhW4dsNBq7cW6WJW4mrGM95sg8q6W85MZXF5WjzqCW6ZpmmR25jKFPW3yPSl78bYC_PW7bR8Fg8q7MynW13vbb16QWCHDW73tpLP2X_hzdVpZg5l54Wlk8W6WZ9w07VsGH6W58NWxj6bx6J_W5YsRsl339TBNW5lrJpY3TW-m4W8XrqWt4zv8xlW58fDlt6sQBWrW8SJq3y80V7kcW3VYT6S3BYHK-W2XpTJQ2CB2fFW4k-m9R4Q8rDDW4k52J05cpns7W2K_-jd2c45gtN7pJYFHcH0wbW2C0wpD6t4_8GW6hwLKp5FxzbJW5t-H336LhBhRW4wM55K3jRlzLW52GjkP1Td85GW4d7r7V2Txk-zN8wydNG-1ZvrVt6pSB1RbJ1Yf5LL5s404 ) to learn:
- Why agent workloads create a fundamentally different retrieval challenge than human traffic. - The failure modes that show up at scale: latency stacking, stale context, relevance drift. - Why fragmented stacks (vector DB, ranking, serving) amplify these failures instead of absorbing them.
Register now (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflx65fkwKW50kH_H6lZ3kxW1hYYJ731qq9YW4lDqkN50_PRhW4dsNBq7cW6WJW4mrGM95sg8q6W85MZXF5WjzqCW6ZpmmR25jKFPW3yPSl78bYC_PW7bR8Fg8q7MynW13vbb16QWCHDW73tpLP2X_hzdVpZg5l54Wlk8W6WZ9w07VsGH6W58NWxj6bx6J_W5YsRsl339TBNW5lrJpY3TW-m4W8XrqWt4zv8xlW58fDlt6sQBWrW8SJq3y80V7kcW3VYT6S3BYHK-W2XpTJQ2CB2fFW4k-m9R4Q8rDDW4k52J05cpns7W2K_-jd2c45gtN7pJYFHcH0wbW2C0wpD6t4_8GW6hwLKp5FxzbJW5t-H336LhBhRW4wM55K3jRlzLW52GjkP1Td85GW4d7r7V2Txk-zN8wydNG-1ZvrVt6pSB1RbJ1Yf5LL5s404 )
TOP OF THE STACK
Replit's new default: Auto mode picks the best model for each task
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3q3W164CYB4tdx2VN5f-bD4Jp4N1W32gSc01FrvR-W1P3JZy7n5NDCW8cMDzJ3zTfNWW40Lhws99rfM-V2-dPS9jdjxjW62V5SG7bHWnPW73HM_T5njgvwV6mV407xH5d8W4ZvmFC2970TvW54bbg743VBZsMqMgDmch3_mW3zG6GL3BdPxjW4LJNBz3JhztmVdWZTp6dp4ZzV5w-bq39sNGQW7rz4xk6hFv-SW5GCCpr8Hp-06W7pzDYY5-vmVJW6SQ3SY5gHjtWV2h0mn4dFt4kW1smpt37sc-7lW3SwhT01bsFkQf41-dJl04 )
Featured image for: Replit’s new default: Auto mode picks the best model for each task (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3mhW4S0qJ-511_x5W5mKLsn7NlfrlVhNh6h3Q0WRZW2Cpx3s7JJVTGW3pkyqR70WCwzW8yFBfw2T1G5VW8GPyJk3XdBNMW5xxX9G26lns1W68vSWk7RznJTN6MlrK_3Z8cqW81NqDL1Lwp2WVGzw1W4gjT8RW2vbLFx7KnGYCW7NVP2w68YGVcN9dfyFTDQKRwW7yhPNR7RRfs1VWVQtD7_GnFtW89Rqr-6Xqxq6W4WG0DB6VKwVQW1v0cl53Jw6L7W3b6DSv39PcTcW5QYNZJ8bQK4qW4Dfsqy26WxZBW431F0p41kzwKN52Z91XpWSdMN5fQqqKLjpxGf81vGTC04 )
As Stripe, Cursor and Ramp all bet big on model routing, Replit makes automatic model selection the default for every user
AI coding company Replit is throwing its weight behind the model-routing trend by making its "intelligent model routing" system the default across every account. The system automatically chooses which underlying model should handle a task as it evolves, with Replit weighing quality, speed...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3mhW4S0qJ-511_x5W5mKLsn7NlfrlVhNh6h3Q0WRZW2Cpx3s7JJVTGW3pkyqR70WCwzW8yFBfw2T1G5VW8GPyJk3XdBNMW5xxX9G26lns1W68vSWk7RznJTN6MlrK_3Z8cqW81NqDL1Lwp2WVGzw1W4gjT8RW2vbLFx7KnGYCW7NVP2w68YGVcN9dfyFTDQKRwW7yhPNR7RRfs1VWVQtD7_GnFtW89Rqr-6Xqxq6W4WG0DB6VKwVQW1v0cl53Jw6L7W3b6DSv39PcTcW5QYNZJ8bQK4qW4Dfsqy26WxZBW431F0p41kzwKN52Z91XpWSdMN5fQqqKLjpxGf81vGTC04 )
WHAT ELSE IS NEW?
FLASH
AI Infrastructure
Google found a way to test Gemini without seeing the questions (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3mHW1ZFbmg4VM3XNW7J29n319FgtvW5WdQ4d7xlDY3W418vNq4nzl_GW3BLbyL43YtylW2nkhRs6-G31NW5hlfdT2hDrX2W8w650t1j6jKCW21d0HZ4VTR1vW51TV1M2drWK_W8GDpfS8wD-jGW88VvbK7ryF_tW3C242L5-mQ9rV5lsHC5QMSb9W3dth463Kn_QSN6K3YPBWzBYtW3BjKvm1_zNvLW1Y_qPJ4nCF3DW2LHZyx76301HW2x7p481S4bFHVDtMCs7Rr3MVV2W9MZ5FnWk7W47k0l67PqlfGVz-JWy8jbh6JW8bMbBd8wRGWxN8zM6tsscc9Tf1nhbP-04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3pNVpbxkm2CybMtW6bmJWK1rF_zQV_DS4x4B7NvVN1FmP5Nqc746N89FNtCzr47QW7Pzmgk8cpNg_W7Gh-W87VTPl_W1nmgz49hjPy1W3b9vHl4MjcNkV-YyGs1kBp-tW3WJBvz9ffsg5W1LN8GH2nnfqqW893MDT7d9XM1W14Tzvs5Q5Hr0W5gdlJ35h51nMVdn3N26HPd2kW940_Y14fGs4SVTK-hq5-gZwbW6hXsx58yvTP2W6SGTBY4zKnhHN6xFjygCYXPsW6m8mrT4vZG6XW8K5lBL1W9cTsW75MdF_5ZQK9rf1y8YGK04 )
STACK
AI Agents
Aider, Claude Code, and OpenClaw ran an identical model. Token use varied 70-fold. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3l2VJTxPZ2DHNnpW3b2Xx15mfCchW76MRJr4sFb7xW4pvyTn7Cf9LhW4xlc9n366v5MW9hDTJ36gd4m8W3LYRbq4dkdVvW4J-yT94Yh18bW8Xpsvd5rSdCZW72qldn7_Dx6PVvlMdm3WwCvXW60ZkFP5s1k22W2Dp75c1N1Pc-VjZ51y8T4gRXW5NmYDF6vz7-mW1w2V1y6mc-MpVywsD061BL0SW38-GdS6hlynFN3KgPmvkSVZPW1hG6Lp2BxZZPW2_Z8s66hkYT4W7Rpgg635kng9W4pZTDQ4CGqP4T_7zv3DC-6Cf5sLd_v04 )
by Janakiram MSV (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3q3W3s7r9D7lCDlfW4Yxy9W2L3Z8KW2C8L6G2VqSwgW4CvPkN71LnvXW8BT-zt1KZ7FLW838ZrT7psNpWN7GNWv7CNn-RW2Tvd6j3rW3MqW3gXYLK8GMQJSW8Y7d148jCbTmW4Fdykm4fv7S3W5NhL8l6b1c3nN4LKCmhMLNfhN6pmsKm4RHTdV93W3x5Zsf7qW60NPy82rDVz_VGxjz74Mh9Y-W5k-nkT7zd0TgW7SwCM71XBvKKN5YjtbbrrQS5W55ZnLT2sCChQW4WJlPl4Hbs_3W7dJSBR7kbcRZN46f6FysYn4Qf2LghYs04 )
BUILD
AI
This duck will teach you reinforcement learning -- and pick up your socks (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3phW18C9Fr36VKrDW22z6_p2w_3M9W4L22Sr3RWFlVW9kFrW17m4QcVVknPzb2C3DpVW8S3TNH2CJCfmN1Qs-r4Rzn9MW5c6Dg91LlbmyW4nsQT01ZnF1kW4DHQ2N3d_LXgW1Mj6dm3Pxd6tW78CMVR57TSbjW2DKR_p3G4yN9Vw7RG76zbl5dW8dSS9M1cbkG_W61R0cj4XPB4LW1tsN0251tmmWW24qjG_3mgT8lW7-8DmZ7z13nQW64thqp390D6cW6jphzN3k7GT5W6L0My558Y8xwW7SLsqK5sBQH3W85ypTw40nCt7Vd0Rqz9l3070W2NPNlJ681Tbtf8SxFt204 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3n3W2q9fZr4l9k9nW8Xyg_B3-hwgPW1HDZHY3_w1t7W4xfZ_y16HVvZW4jkVfG9fH973W4tBNCQ7J-zHLW55_8Bc665--6V5yDpF3gD948W4wyNK17DvcbvW7lPg0-2YSSZhW8fmsTc8z2wKZW5WghR996l9JNW7Wwtfy3KFlp-W5tSyxf2cMm8XW9fnJbq8n9ChpN5jmk1_XwbbWW5q7KR24yS0n2W2NBfb71d5YWMW3cZYVc130l4WW61LrSB2RJPz3N1QMGfZT544WW4PCHQq54Nh1NW7SBwrj3Zyzm8W1hKm-B9f_rHnf1-t0-j04 )
TAKES
AI Infrastructure
Nvidia's $12.9B Hugging Face deal has an open-source problem (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3q7W4Ydmln8N7yVKN6l9jhh7qXw4W4ty-c833ZvbpW83rrnz31tRW2W7Z0LTk9hByXgW9f7LJR6Swdp3VXpvn89fss5GW6S86Zx2bG76gW14nB3C8F65HLW1l10_B6_r5n4N4ZlC6rjnRqlW3XzPgG9czTzfW5S5t607xShDbW89Hgj721B_tqW67Kb5s5kVcRwW2pbHdg30MnClW3rlJWx7X_qWYVGt7br910dKMW2fkfkr4w65zLW1dLWw54nrNsZN8wlhgXTWWG-W4W-NVV5StrTpW40YWwD9bqn8cW5DG8bT4J0j0WVD_Dqx4DzV74W6TGYqN72nzz2f7JmlyF04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3pNVpbxkm2CybMtW6bmJWK1rF_zQV_DS4x4B7NvVN1FmP5Nqc746N89FNtCzr47QW7Pzmgk8cpNg_W7Gh-W87VTPl_W1nmgz49hjPy1W3b9vHl4MjcNkV-YyGs1kBp-tW3WJBvz9ffsg5W1LN8GH2nnfqqW893MDT7d9XM1W14Tzvs5Q5Hr0W5gdlJ35h51nMVdn3N26HPd2kW940_Y14fGs4SVTK-hq5-gZwbW6hXsx58yvTP2W6SGTBY4zKnhHN6xFjygCYXPsW6m8mrT4vZG6XW8K5lBL1W9cTsW75MdF_5ZQK9rf1y8YGK04 )
FLASH
AI
“Posterity will find it ludicrous”: Sai agent hits 73% on OSWorld 2.0 performing routine (but necessary) work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyC3prCCW7Y8-PT6lZ3mRW3MSY9799F_VfW5QZFZf8TwyQCW6HMK9Z5L-T5dW2VV4Z63yM6JbW8jMHCn7Kv_CnW7nKsrt7rjq9RN5W4TjPCX08DW2D0_LT5qgyx0W842z_Z60Cc3zW63l8YF3BWgTMW13mmMT5RtxXCW7brys94X718FW3fz4DY6LlzXVW8SXDFS8CblFPW1SmyXc4xTlmXW8yXYsf6Hby6CW152t2B2qS1gxV8thG734Zc5xW4bMhlM1jqMb2VLZ5ZF56hbBnW4CqjD15TJxKPW2dSy5_3RJmsTW9c-Gjk2WykQ3W2kh0ly5YRQwxW6X4GXY1WCD-sW44hTPW48C6Wwf3bbTLz04 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3prCCW7lCdLW6lZ3m2VLltMd6vF63mW8ghlqW7fJYyBW4Z4zWD6W8HsTW81qD3N7tSf0yVSrwxF7bTvxZVT8GcS56wsm5W7K9scS5pq0KgVv7zrQ4S1v6KW9b1J964_DLRwW3Lslld5dZcy1W41pb0d2-0xMsW3kVWh77LqsMKW34c1SW7qw8jCW3TG93-7mSQTRV1NQt092mpStW77QFzr1XvrywW3c0xPx6vZSmWN8ksq0vDV39MW1H2n6T24rSgWW37NMVg87yk5XW89B6H23ZrprxN2Jld6m14cC2W6Z_w1H1T-pNRW2TTg953FqJrff7YY6_b04 )
FROM OUR PARTNER
Kubernetes at the edge has hit a wall. Fleet management is the way through.
Edge Kubernetes fleet management uses Cluster API, GitOps, centralized policy, and observability to standardize operations across remote sites more safely.
Read on TNS (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3gP0xW7lCdLW6lZ3nZW3n9S1w3b1lJVW8mlF7s1s6Kk6W8J2tvB5-4wBhW1wyFWm5FYQk3W7nBC755yXzyYW36ghZq938nKGW4pscNp8thvcBW2hXfRj20BM4FW4395CS9hvqgXW50Ft6_1xk2dYW7BPR9121C27wM28q79YjRyTW97HlDm4F5_HxW4s4j5R8Wfy94W7m-4Qr8CWgc2V-pM2f7kjQtgW1zJMrp1Fk-50N3Z_fGQCmBw_W73VMND6JmsP3W6xC45L77j2StW7zX7HP3KgcsyW88HmQw3LkdBLW2T5kgp4tDPs6W5NNyZq68Ny66dDb8CC04 )
FLOW STATE
HIRED
Towards Data Science just made publishing more rewarding (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3gP0xW8wLKSR6lZ3l3W27-D1C6Flj_sW6Ff24n4T7VDYW7fzRW_78KvX8W8jdK9l56NZB5W8XHy8d2hGH64W99Mpyj3YRB6nW6L1wSw34n3v4W3gSQxX5kl05SVvrJkQ1ZQGvBN5t52MTW10fnVj6-Dh7pk0xlW4x8S3593Cnf7W52zSBs8R69wcW811vzj7jQkwWW42kmJS4wt4xMW6RlNWs15Npy8W1xYkVM2JMs0vN4syj0Jv7CP8W30Xf4f3mkVn7W5wJLTF7ZGBgLW6HgP8q6m1BDHN4phjzWQyZmGW2Y1yF777h32gW6-cp1w83XqDbW3wplMb3vnblRN4vKNw0x3KYlW28GbyW2mYhQTN1h_Kxbrg32fdXMjCW04 )
Whether you're building something unique in AI, writing deep technical tutorials, or breaking down industry trends, TDS wants to put your work in front of a massive, engaged audience and pay you for it. With updated earning tiers and a higher monthly article cap, there's never been a better time to publish.
Publish on TDS (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3gP0xW8wLKSR6lZ3l3W27-D1C6Flj_sW6Ff24n4T7VDYW7fzRW_78KvX8W8jdK9l56NZB5W8XHy8d2hGH64W99Mpyj3YRB6nW6L1wSw34n3v4W3gSQxX5kl05SVvrJkQ1ZQGvBN5t52MTW10fnVj6-Dh7pk0xlW4x8S3593Cnf7W52zSBs8R69wcW811vzj7jQkwWW42kmJS4wt4xMW6RlNWs15Npy8W1xYkVM2JMs0vN4syj0Jv7CP8W30Xf4f3mkVn7W5wJLTF7ZGBgLW6HgP8q6m1BDHN4phjzWQyZmGW2Y1yF777h32gW6-cp1w83XqDbW3wplMb3vnblRN4vKNw0x3KYlW28GbyW2mYhQTN1h_Kxbrg32fdXMjCW04 )
INFRA
DNS is infrastructure. It’s time to manage it that way. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3gP0xW7lCdLW6lZ3pxN4tkPW9P_1_mW4V1RqY6dPbTdN76Y0_hFQNnFVvqVnM5mx46CW7B9dgL4BjN1XW771xqg6-CTDLW3WmPGl42gjZ4W23Gbw67dxdb5N5Qhg2VCjWvnW3VKvT92xSjQPW6lMyYs9l2ZPfN7Qb77sHSKYbW3qzcXh6Q33lxW4VJyZM80vlyDN3zs5M1KJbl_N2JjnddFs-TMW4TkXNc2skDLNVXdHyQ9hKn_WW5q3Y5X6gzym-W8tcncD70d9YJW5--c8G2hFVWfW6FXW5m1XxW_5W9jTb4Y7wJZZbW6QgqNM94TX0df1-1DLP04 )
DNSimple founder and CEO Anthony Eden explains how IaC, APIs and CLI automation can help prevent DNS failures and bring domain management under control.
Read the article (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7Rflyj3gP0xW7lCdLW6lZ3pxN4tkPW9P_1_mW4V1RqY6dPbTdN76Y0_hFQNnFVvqVnM5mx46CW7B9dgL4BjN1XW771xqg6-CTDLW3WmPGl42gjZ4W23Gbw67dxdb5N5Qhg2VCjWvnW3VKvT92xSjQPW6lMyYs9l2ZPfN7Qb77sHSKYbW3qzcXh6Q33lxW4VJyZM80vlyDN3zs5M1KJbl_N2JjnddFs-TMW4TkXNc2skDLNVXdHyQ9hKn_WW5q3Y5X6gzym-W8tcncD70d9YJW5--c8G2hFVWfW6FXW5m1XxW_5W9jTb4Y7wJZZbW6QgqNM94TX0df1-1DLP04 )
EVENT
WeAreDevelopers World Congress North America (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3gP0xW8wLKSR6lZ3pXW8YWHjP6TCJz1W4l7dBl5St95RW4QV1vL1Cttc4W73JVlz6Pq5X6W53v1pK3X0tpwW2RQSgW6b1MWDW3-TFpR1P-FP-W7chz4C5z7F8hW3VB0QN4wkf2RW8J9NlJ19462vW3M6py88bWS8vW76f2d41ZGbppW6ckj5C7PNwM_W6ylvhT6bW6cdW3SNlJX3dY1k5W1Fy7p713F00fW6cJqDG1XWxjTW1hl5Zz73NWWmW5V4FST6VZrYDW26wYmf5Wy6ZWW71mGbQ641D8sW3ld3BQ3H9CskW91ZcpF6LW100W3sbv0S74G7gWW8hZmZC3WTt1mW3PwgNG5sC5_9W5JHcVr1mC1KmW4dDrYT8Lrmjrf6Np1qW04 )
WeAreDevelopers brings the world’s largest developer event to North America. Join us in San Jose for all the action as we host a special welcome reception, cover the biggest show moments, and film interviews on the show floor at our booth. We look forward to seeing you there! Use this exclusive code to save 10% on your registration: thenewstack_community
Register and save! (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVZpGm1VstlQW1gr_h72DVLR5W1vWpFD5TdZ5hN7RflyW3gP0xW8wLKSR6lZ3pXW8YWHjP6TCJz1W4l7dBl5St95RW4QV1vL1Cttc4W73JVlz6Pq5X6W53v1pK3X0tpwW2RQSgW6b1MWDW3-TFpR1P-FP-W7chz4C5z7F8hW3VB0QN4wkf2RW8J9NlJ19462vW3M6py88bWS8vW76f2d41ZGbppW6ckj5C7PNwM_W6ylvhT6bW6cdW3SNlJX3dY1k5W1Fy7p713F00fW6cJqDG1XWxjTW1hl5Zz73NWWmW5V4FST6VZrYDW26wYmf5Wy6ZWW71mGbQ641D8sW3ld3BQ3H9CskW91ZcpF6LW100W3sbv0S74G7gWW8hZmZC3WTt1mW3PwgNG5sC5_9W5JHcVr1mC1KmW4dDrYT8Lrmjrf6Np1qW04 )
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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!