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To: [email protected]
Date: Sat, 18 Jul 2026 06:06:40 GMT
Subject: Kimi K3 just topped Arena's coding leaderboard
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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;">Open-weight models may be catching up faster than expected. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87-5nR3bW69t95C6lZ3pzV1kgRk2F27DNN6xnfWgf5Jz4N4ySmqnyS0xbW1wL6Ts17z4WGW2ktcJZ6PK0SBVFhGKw7FZxNZVTm1s93SbQWdV9ld5y1Cp2_mW4Q8jJL8r0PVqW66Wnys6gX8LnW60lmyc1mmVbvW5Hrc7y6zBHRjMbMpx08xgXxN8VtDXJw19F8W8t8xDk51PtFkW5XMyz37jBWg4W2lDXw11WTl_mW2PHtBr8k7LPkW7mcPT51rXb7MVtrQFY6x1wgmW110G2F2W8Xm4W1W-Pfv7jGwtRW1N-kjC2hzMWMW8qBWbG64V2TGW4yp-T084dLhqW6BKVD941mtPKW5SNp-s92Y1GDN8Wrq2SQSCkwVwhVQ38d3wmBW99VjZk6kY5Y8W2Tvlvy5nPTLvW7S0ZF539Sl-CW5JMtRC58F2tbW3TRCrL2YFbm5W6fkF-P4v6Fq6W7gjQ921tzWP2f9k6CXP04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:12px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="/xvSeiEk">View In Browser</a>
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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">July 18, 2026</span></td>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88g3qgz0W6N1vHY6lZ3kBW2Fj8Mn35r90zW2kTytB3qFQRBW8TC_WK9g2sK3W5Ns3gb6CVtt1W4Tt39n1Y_JFTW4BKddX3nX7R7W2Ld7_w1qdxgNN1nwbCx1Q1fVW1g7TfH1mhnPwW7fYPZS6X-l0DW5Hyp3K19XBfFVCWkXW8lGg0jW96M0-p6yK12tTHYzR1GBsyTW8tC9fC5QjnbwW771d2j5QQMdrW6hHQcq50mTKZW4nwp_87zWpdvVcqsJG4-XgCsW2jcXbq76km0TW35wKw45nC3jqW6MWnvR27D55bf27cbJl04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ZHkM3OZc">
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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">Kimi K3 just topped Arena's coding leaderboard</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">Developers building with AI have largely relied on proprietary models like <a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3mRW8kG8C-5Wd5SJN65JZ9jmKXTKW774j613XtJcFW1kcQ9n73gnkhW5RHW3W2Sqp2kW7_-ntF98K8hHW6BvH_t5nLqBSW16C76F4Nw-WXV82rTZ2cxxTpW5C-VCw5sVns1W8GYdsV4FT1yBW36rjNr77B_GjN7X4PLnv9Y_9W5ZfGLL11x3J2W2Q3wPg90JgWpN4Xrd382SfLLW14b-D18wqM0YW6mcfts3zltlKW1v_nSZ8x0-mTW82S6pZ1NMZm7W4PspX76Cgt9vW7CgDrM2rfwk9W8hy7BX3KGlckW4YdYjp3xk9D4W8j56TC6T3xh4W6k7x0B6S-74Bf19VWZK04" 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="Oxfi0z4S" target="_blank">Anthropic’s Fable</a> and <a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3mZN8kfphx9HNQxW25Yxts6d5S3tW4G6M-81ps9TFW3GrsMQ998R_DW8l6Bp83hHl0nVlLTGW4RyJ80W5YfVqH8F6G2XW37SSxP62phX-W3X22wR7qm7K8W3176CK4QQmWLV7zwcP4JfvP0W6GphCG6Ym5y9W1lcrTM7RNcZyW947Hy76spClzW3bq9Yg2bqK7SW8HvY2V6XVJjvW4sJmq62T_mQqW6bN07X4bBmzBW2vX4R713J73zW3Qrhmr99RLP8W1P4ttg7TjwqyN25fN-wjQv1tW6vvMQ893sz9jW7l64J84-082DW3k-5Pj7gztr5V6fP6g7bYsWQf4sh_8-04" 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="VDQ5SEZa" target="_blank">OpenAI’s GPT-5.6 Sol</a> for their most demanding coding tasks. But as TNS contributor Amanda Caswell reports, Moonshot AI’s latest release suggests open-weight models may be catching up faster than expected.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">The Chinese startup unveiled <strong>Kimi K3</strong> this week, and within hours of its debut on Thursday, the open-weight model climbed to the top of Arena’s frontend coding leaderboard, outperforming leading closed-source systems in blind evaluations.</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3ldW2VPCSM57Z1vLW92CTXK6Q8dHLVm-rgy45ZsqqW8xgtyH2-F4qNW3QJwc-279vB-N4PF7grmvxZYW3q__Ym2k0rJKW65pgxs1mbB05N5z2GYvZqFkhW7g-Tlb4xsW4KW61MPXv3StBy9W2ZkrKF5bVY0DW5ys1Xf24DTPZN6gTtyHVWqCCV-DGMv54pMgdW3yjnkS5vyxqcW300q_m2jyDHZW4F34tW9kBSj1W4kKsLS1xDxt7W2Lfhv39h_cX1W1WZ0ZT42CK2yW1lvmp_1X3lTpW7MjsY92kSwXdW2bmsPF8pbk6wW1wSklx7SmYbGTdX-26BGXb-f1MBvKd04" target="_blank" rel="noopener noreferrer" 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="Ylbkbavd">Kimi K3 tops Arena’s coding leaderboard — and it’s open-weight</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3pkW5b7QnM8kY8c_W5zDz-K78jnNfW2b3D211hrkXyW2JxN2N6myPf-W71C13T7WjhpkN2TTHHQk-v6TW5trrJK7BCZWcMXKDzl7Z0h9W8LN1w92jZWGJW5vlf2B2mxfWdW6h0V-J3V9_SzW8PY1TX6qC6HWW4NFh3h14tsmRVkfSq-6PsHQcW2_1fkH7RRMrTW6JWTRX4YqrgGW1_rHmt98Bc52W8YHkw98W9n-3W6gPNhJ7DP2R1N5B0fRmrSzK1W1Z1T5b6RDrX2W449l_q1gs58YW35Cwrr5M2WjfW85nL7D26w_xBW8s5MYf1D3GJjN6cC4dLQ-hwpf3wGFSF04" target="_blank" rel="noopener noreferrer" style="font-size:15px; 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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="oD8VVHzg">1Password’s new browser integration for Claude changes how AI uses your credentials</a></p> <div> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ </span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3p1W4vjtMc8TwfT7W3Hfl3B1Xk-6yW47PrNC7LyQh7W1l2dMR1j1Kr7W4YfdSV57-ZmjW28m5RG7k-kx8N1jGKX2CsTkQW7Lxr9t7-pPsBW8yMd905cQ4fwW5zqw2887D_L0N38RytpN7LpbW6sJfC16pcyY0W3m1jg_5v2ZMfW2G9M0q6_l-JhW6lTqpy4g7fYtW2nJnf06kS9D7W73grK21htbRGW4WmKQd6MLFNCW7whh3p4M0r39VZjz5y4CqC1LV4JwYL7DN-6NW2C5W653bXFjRW5JXQ8t13ly2ZW4LZ7Jx20lf_mW8bdcs64RCklvN2kKMC7RtSGZdW8NWx04" target="_blank" rel="noopener noreferrer" 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="DymY+/jD">Arm and Google offer a smarter option to run agentic AI workloads</a></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"><strong>💡 Join us on July 23:</strong> SecOps teams are caught in a never-ending cycle of alert fatigue: More detection rules generate more alerts, and more alerts overwhelm analysts. And those overwhelmed analysts miss the threats that matter. <strong>It’s brutal.</strong> On July 23, <strong>Chas Clawson</strong>, VP of Security Strategy at <strong>Sumo Logic</strong>, will lead a live conversation and share a practical framework for SecOps teams working to <strong>get control</strong> of their signal-to-noise problem. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg8983hCZYW8wLKSR6lZ3n2W6ZnVrq62-mf7VYF3NT6NPlz_W5PFc1G5km6dmW269fvY1GVT3nW147MCr603DFtW31njsh3jlHXjW5DKnMT81bDqtW8V9Wmh7JF8zSW5YgVz460KvTVW8G1H4g6L-mjFN5RqsxBm6CjVW2LL93g5pfwLyW1V4nrm5nCPpPW36HWPr6kGlqLW8S4H6v43LcJ7N7tWBktSCxtSW8ngJ1r2ZXDm_W3pHkJ_8Zm19CW79G_1F7z0XPlW1v2bFx6MP_CVW1B5n569dbFR7W4tTYTk17vdBzW2d3fBM6z6398VJqb144M2fMFN73cm5s5k1rfW4pN3l25CtZtCW5bPVGL7_6pkcW64Rydf3KZmmLf54JHRj04" 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="053oB4Vm" target="_blank"><strong>Register to join this free conversation</strong></a>.</p> </div> <div></div> <div></div> </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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3pSW2fxbQQ4P3_LVW4dCWbQ6N__NHW1hYRGZ1V6LRfVq7CDP5-Z4ywW88BXG_8ff8rfW40K2D96Xb-SbW6VKKG_8MMPXbW8wGNpJ1HyQ70W3-PTPP69_-v6W21RJJN26fZnvW1hT0Hh3vcC7GW29lz5F8dml29W3Gwlc91tpP5nW8_5gqW3BVMfpW8YnNcL4R71nVW6tyS456vHSRQVSJchd57kN3-W6YKRc14nM8mPN5D3vSFpkxp8W2wtwWw5jC4VdW1DtN_S6jXkbhW1bvFKR1qQhtdW3MhcM857xTtfVGTctX28Yd78VV3dGz5LHPWXN39BGYQYPQNtf6tvBq004" 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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg8983hCZYW8wLKSR6lZ3k-VkH4t794_7SbW6JlMqv2P2x1MVmcF-Q7RFZqYW1cJ59Z5X9HNgN636Fj3H_bktW25YJN939y38cW60-_rZ3LSdq-W8T3nCf99ZTMzW7wmbNQ4zxdMHW3pl2Qk2JqjQdW8LyFjT1vyBzRW8dNjC14HJKWQW8cRGt22HGZfQW39K7wF1kjpdVW7PWHQs57k5TlW7s41FQ8SXnpVW5Tpwdg2qB222W5C-jMH5vswGXW3mn2TB4bRz3gVsRz891LX7LtVYFlC84BlDtgW4s4s6w7k_9mlW4dc_FV85C2NXW7SQVL22sh4ctW7Ccd8S8S-FK3W82XvqJ8QSgWVW3XmdM_753WCbW3-bBtF11X2tldB5CQ604" 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="QULLBPFv" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/07/deb5f154-sumologic_webinar_23jul26_learn01_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"> Your SecOps alerts are drowning the signal. Here's the fix. </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">SecOps teams are stuck in an alert-fatigue loop: more rules generate more alerts, more alerts overwhelm analysts, and overwhelmed analysts miss what actually matters. <strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg8983hCZYW8wLKSR6lZ3nzW7LxySf3DjCdhVKQ0wq1_X84ZW5Yz8nt8G_YqPW8hX6xh1fVBy2W3l2LXz5Vf00RW7rc4Cv1gwTnVW3Htgrs2Cg5T-W3p3zVR5kQDPLW2MzcSR4TQv6sN99mFXWBFvWZW2XcRVY1MHxSNW50Nfjt6ZYgKgW6DyrTX8bknYDW4ZlL6k50G_xNVFNj3S4vHC5wW8SGJNx4xcb3sW1JjXQq6fzC7dW6l7wHn1y-d1HW7xZ0x-71mtrvW779Lh861xlr9W5xBm7z48_HVrVxBJ3L1dVmjNW9dKB5M5mFXgqW5_NfkF3xS5y2W2cGgcy1nkY8FN5JznQY44V85W69C_v27JT3QgW2Kz60v4Wp0wvf7XWpk604" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="2" data-hs-link-id-v2="3w/QXwut" target="_blank">Join us live on July 23rd</a></strong> to learn how to break the cycle and get AI working for your detection strategy, not against it. Spots are limited, so make sure to claim yours now.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg8983hCZYW8wLKSR6lZ3plW4HP7XR7c-pBQN1k1zXqYmZ71W1HHP9S6zmvrqW3LM9x62-rm7cW25HlwH7D5qKkW4QP6Gy7YjbJtW5xZDyB6ckx2kN7_M40THRrMwW4_cGbh3XsP51W3t3xxJ24WYsBW3YFDkG7n9zv2Mtv5VBSLstKW4C99Gb2ZLLSPW3SpQhk87LtwNW3M7Y157R5BBnW6CcnwT56f_GNVL5Lc54PGpCtW8CcLTY1VzRm0W4nZZMf4D-Cd1W3sTy9y7Zklf-W17Tc7n8F09JwVmBdHQ3LrPlXW1CybWb1N_XT1VcjsKm2tS6bjW8shpGH2fxS20W25T8cq46RWnqN7b73XzXxNJQN5npmX2CGzWtf19Wfv004" 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="3" data-hs-link-id-v2="klRucJSM" target="_blank">Claim your spot</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">"They're dead if they don't offer this": DoorDash's CLI for agents may be out of necessity</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3mzN4cdd-rMvF1vW6nj2y-1TxlfbN3S6RZBctJpGW7ngnyL4290TfW4CGKvH1BQ2kTW6Dgp4B3gsQs6W2P7LDw4YjXK_W83phjH8dMSQXVdrDjJ2lPRQXW79Vhft6HWPH6W1V-st_3Q4mCgVtz38j65NKc_W36zlzm6b_nTmW25fn8n6054TkW3Td1vn8d6gTHW4Gk5Qm1byT1cW5r-ykX6TtygvW7x4Z3Z3NB476W59JfpG5_F_lfW8gyFdK6yzyQPW7R9zkR9lQ-rlN1wfP199_ZWwMzFQPnz4lS8W8rBpkK3f3vH9W3rWRVL1zNZxJW2T5WWB5fg1t6f4Gr7RH04" 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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3lYW1WXgJj7943ykW7brFBL7_8x2zVTJjgP8KJdlvW98LMP94wb8fYW3-Rc0G7G4kmQW7PNwSP19KcqVW7lc_Tl1vkW61W14yxkF7v81-vW6QnscG3H5D06W2mmvdk7t6_WtW8zwjcq4Pwql0W4gRRHD4YmJvJW7pX24N6_T8-KV6dkVC7Dt5fcW4MH_tC91s_MMW93bB4m4R6s9XW6Cym4t3Z0tb-W8FGGcd4LyrtnW8XhMNs6mG3t1W5C5N8D5cks5sW2QKGhj1TvKPHW4_cqWy8fXD2pW363Ftb77s0xqW2NY6Jz1ms7cbW7xBpwC53vK4YW2Hy8Fl7tDcBDf5TF-3z04" 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="9m3Ewv7t" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/07/ae7030f8-eva-wahyuni-udqwbo_gnp4-unsplash-1024x768.jpg" width="524" alt="Featured image for: “They’re dead if they don’t offer this”: DoorDash’s CLI for agents may be out of necessity" 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"> DoorDash announced a terminal tool to let AI agents order food — whether it's good for business is another question. </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"> As AI agents evolve beyond writing code toward handling everyday tasks for people, the infrastructure required to keep them on track must keep pace. And that's why food delivery giant DoorDash is rolling out a new terminal tool that lets agents place real orders on its platform. </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3lsV5sPxD7TZFw_W6nkKyK33hv78W1SltZJ3rW_sqW29FHMx3MsmLCW6-vzfX3s4P4PW4fGp5B5yQQnHW4D0MVR3Sb_DCVDmkMs2kfj-pW12vmTk79C_QCW7pkXT08HFfMzN4K1GtzfS5tVW3XH94J1NTmVPW2x-Z_f7MhxP4W4r1q2J4S0ctgW4h1bWz3_-yJ_W47hFTT6kCpScW5vzf9h4NR1l7W4bQyY77fqqRCW55-S5n1Nn7YsW96YHtg4KKMrVW5wPfQM8780BmW4dhBHQ8G4DnRW90Lcqg2XFLLMW8cZNht3VZC0BW6059yQ97FxSyVCZFlB6NGGztf78ptsn04" 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="hLiUozlF" 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">TAKES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Models</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3kBW5Vc0CZ52PxPdW8t8HqX8FXkPFW615rll3Vl-HBW8szZ6T68ZbNLW4BHPQ_7Yzlk0W2NQh2P5v9LrcVrqhNb6bhmG4VmCZh98_-lZ8W2nrgLr4P9YCMW7hC4Fc3XZjK3W6Kl3ms2X7xPsW5QvCk-9hQPs1W5PHsgc1n7vN5W51cqZj5jxpPmW56DmmD4J4MR7W2Vq4sm44PqsKW76wJVc64RHZDW7y0ptC4TPRsJW1HdJ7t7Fc0_-TNGC72c5XWQW6S-F_D31Y4qlN5sQJBcRT7yyW1BjdqC84MDB0W2G0TTG7pFCDdW23vqBJ58f4v-W3mgYN-1yd_QTf2Fzk3b04" data-hs-link-id="1" data-hs-link-id-v2="7hc5CwdI" target="_blank">Kimi K3 tops Arena's coding leaderboard — and it's open-weight</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3nXW2Nqpg29hQkDXW3bY9JX2Z1LBjW922q_m1P76ySW7DXcQ38DRNG7W6-wF3Z2Zx2S3W7z_ykX98VGczW7d6zsW7zjtkFW2HXWKl43ncGRW8j3gr32lc0NHN1z6qf79ZlWmVCjfbV3yRH_MW7N_HYd2q7-rXW88Z6lB3pC1F7W3D7v0r5kKK08V_prmZ8pTKX2W5B0dFT1T5g0RW281fjF1DjPczW7Pcm3M6MD_CzW47FPyh6B4MByW4Qt-s81qVgYRW93nR-f1513N7W95K6mt6NKLCCW1zBfy98HrrQ3W3YmSfM8_yKSBW85spmF4R3ndqVlCkwc5KzM97f7pQlDb04" 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">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">Software Development</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg8983qgz0W8wLKSR6lZ3mYW3Lz5hH11T3nFW3Tc12b48kFVFM1JwwqRXYY5VP6rSX28hzgxW3fFBKN1zlZFlW3nqbF84fddlbW2k8SNc1GMF20Vf0VXT42q2FWW1D11s44N06w9W4S6xJ41bQCR8W4hKJX797pG5sW51bnYj493WtFW2d2Lw56RJNDVVlds7J5jzJy-N4V-dFMYtgY9W5pl1Kn71TsPdW68gfxJ63DJW3W64F7cZ1xcxpCVcCnJh20FJp6V_KmZn3PpP43W7dLBtT2XwJ7SVl8jpD379d_vW8SxNR81F0fLkW4s98405gV76NW63t40x6_bnSNW76hhHF2P5wttN6K9cDCV9yYqN6K3f6KCl_Mvf3pWpP004" data-hs-link-id="1" data-hs-link-id-v2="DHKZ7My7" target="_blank">1Password's new browser integration for Claude changes how AI uses your credentials</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3pyW8mNZBV3pX6ylW6dZnVl6WnHwXW1XBH704W63J2N3Dn5xv_2mCqW4fg7Jx8lt_ZHW4sxyF58SHPpQW6ZmVmq46skpcW4qRHrl8_dnvxW3MvFtj3pn93-W4cYL1C4RCDwZW8GGsYq6cdR6fW7CM1W23r51frW3qfHm38Z81MdW80dHZM1rBmnTW2j2SjZ5JTkqsW49nn9Z9gp46qW8SsJjy6XQPCqW2Qq_hc7Qt8XzVmdfdQ5T_w9jW69dJgX5rF889W4VPQty9hLRBcW5Hhv_P1tP48WW36nS6m5whkn1W3sKh_n22mzl0W8Qvj5P5D-FMSW72R8F34B0FLLf1GXjvx04" 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--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">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 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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3p5W19tf_g47wYkGW21NrYV2MBgcBN4dWrBvXGfg7W5clBnZ2Kv9QNW8cRJc98NMrl3W6tjDXP2gC1CWMln3hS22HFMW4rNcwS38H5jrW8VVP867LN7MxW30P4WB39Tx7yW23ZbVp7n3gvTW64v7Lh6XCFbJN6zvM-sz8N9pN5LvrTdMYpYWW2S9m2r4jLMcSW1KFw5l7hQgjDW1VGvjJ46MTqYVHC9Fh1_4swSW7mH5zv47q6r0N2vm58H6bPs2W7M79q0193JMhW1CmHB36hb553W6sGjk78Z3-ZmW68xx6b7WB4yLW7DDmqg3bxxN6W6LbwpC97wgNPf1n5-dj04" data-hs-link-id="0" data-hs-link-id-v2="WG+jSpVJ" target="_blank">Why every AI agent decision needs a receipt</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3n1VjFNqr24Lr3vW5qBQKW3jwypMW7-ZGj_7vWSvGW185kTc5n3kqLW7znnpD4HFnnXW5t0Ggz78WTbCW5CZGws8F4TPsN2mw4mZRFk70W1l3lmD6dgPwlW5dPNVp71CfBJW3J2x-92rxK94W7pGzsl11psr5W2M46NJ7Rk9TcN2-mRgj15BWsW3yZqtD8frtSxW4C_M0F3DMgJrW2Qnm_s7HHdwCW3YJrj-9bBvC4W1-jZDZ1B2KGCW7__C-f8hxXDLV21Y_555ZqfyW8GkLB283PVyKW8w5sqn1Nw5wJW2_r5Q44h69wBW23FqPY7PTKz3N8vPHb9m9M2qf3CG-t204" data-hs-link-id="0" data-hs-link-id-v2="za2hByeE" target="_blank"> Manveer Chawla </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">INFRA</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3l-W8xgG9P7ywfd_W3vZkt_2Csq6JVqlnZp1YwQYQW3rJNwd9kMsZkW7bkf055Y_jWfN2l9x8GXnhxWW1YZP8w4K9pPnVN0d8d8Hxn3QW1TQP6f5lNhq5N3wL15wnpzX2W5PGK_45GhnN0W2XNJB-1R8Cg8W55FFjV4x000jW6GYwDW5LPRBgLQFzn2YwQpW8MQJ-d2F1TnYW8nfjp58Wjw_3W4Zn-tx2wYjLvW5wLltx2bHSZsW6D_tDN8SF6JSW5BydkW8YCvsxW1j-4QN3SYjR4W27B8Bh7P_KyHW5fw6xh1xCB01W8hF42v5X_0lmW4M_z-Z3XK5zsf4XS4SP04" data-hs-link-id="1" data-hs-link-id-v2="ErypYksJ" target="_blank">Arm and Google offer a smarter option to run agentic AI workloads</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3n7W9gPTyY5DXcchN4LxQ-0yz7wWVf6vyz3h5CskW59XSf_2DGZRWW68DdK86NjFD8W5lf-8v4Mb0dTW6rGfgf4x2DC2W3k3x-p3yVr76W2Qzc4K2nnwjpW63T0xC7pbFM0W8dd61M7q5wkmVjHSjz6lwm0xW2XyG1n608DznW8h8XWK7zWNcYW3f6N1d9j2-rrW71DsXj70wqsGW1Q2wvp1wCZWyW5LllZ42sZr1JW1BsHr26bjBbCW1vwhw590BrjXW2YK20153NySbW8Cjcbj7MJnx_W8ZxnbB6NTdd5W7fLv186PGkcPW2YnzFC3lMqHkVZH1xw6j2kCPf1T3KvH04" data-hs-link-id="0" data-hs-link-id-v2="+ek0+TkU" target="_blank"> Poornima Apte </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">INFRA</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">Kubernetes</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3qgz0W7Y8-PT6lZ3lTW7V0YW78xMhT_W8D7zPh47DDlCW8yTQWC7DqGjxN7XjSqXQLv11VT5s6J5PL-xSVbkydt1-pVZgW5RR-Fd4YjyNCW25J4TX6Jq_rlW3CnlRP2VHlR3W7VH4y22PtG3XW4r5zzj92HtThW1sznF33SpTGLW1h8pKw8HpV7RW9hX2PH8ZmQ3XN8FbXZZWPxm5W7tD9vf111n2HW6cwk-X2VWgcBW3bqPR95TXzMCW7lfkXq6w8LrBW6psQMM62Pdz0V5XWld6fNsMhW7Nv6vF6qSWg6W5xykF52W5fpFN4s4H-jP5lrXW7J7xDG7nSNh5W5y3g3Z5LSyWXf7vtdqn04" data-hs-link-id="0" data-hs-link-id-v2="FHOYv8OC" target="_blank">From intent to enforcement: Lessons from operating Kubernetes controllers at scale</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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg8983qgz0W8wLKSR6lZ3pXMKHjL6HcLTDW3Yx0Bf5d6Q88W8Bf6bk2HcHV3W15pfV92R7srJW4ZZppZ5hq802W8Fn96G1CwDSmW59j2St6XvF33N6GpGJzQW7VFN3lgkM1jVQzZW1MHRkc6sL0rLW1sw61C6RBNtWW6YKzxc2VGxjbW6rMRgV5fCHLnW3JZb9_7VqRxhW6Zxklr1HnymrW7tQzCG1YZzGZW6bXX6_8zMyZsW5mHwwQ5hkL5VN6M1gxTF7v6sW6Pjk2q6mSqRMN5SRMlJsBlpJW8y2NXj7K0YSMW6T9Gr_47FpCCW6rbvGR2JKV4rW7h6t7N5y-lZXM-LJ294cmtPW7nkYLq4S8sJgW6NbX4l3ZK2V-f6b1W6404" data-hs-link-id="0" data-hs-link-id-v2="tG46D+7l" target="_blank"> Sri Saran Balaji Vellore Rajakumar </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/2022/04/[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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88g3qgz0W6N1vHY6lZ3mSN3dy5Rncw9nzW4wz_Zn7gCybXW6Cz1C-7LqH8wV85kNy8X9Nr6W8fx51l4Dj4sjW6v6-_Q8_Z4rSW2sPGxH319pdbW2N72GZ6HTzqMW5Q1h6L5sSJd5W66FtVF1hh_8mW2XVcbR2n4T2mW24-Gz71jVZKHW8tQFCb6pk-9NW7L2Cg428NTbNW5L5wlW3f9JrsW5F-hxd6mzb8HW5qQyJ_3X44CPW30HGB54jS5w7N8W65XtsCrsFW8yHwRr2K5X1cW8NKlBW8_MJ6xW8BW6PB2b1xd0f2Vlg5v04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; 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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="/d+hhmLz" target="_blank">Learn more</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">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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88g3hCZYW6N1vHY6lZ3p9W7S0Jk-450dx9W8Rn3pQ6WxggXN63Svz2fs7YbW3nth_576FKgcW97BF5Z7cCZ9XW1DRSfS2KRWfcW1wpv6s6XmxyNM4lw_yGmCXjW3WBTkV79KXPwW5pvFcS4WSXhFW6g5zLc7w_DS3W6M6QgM9gjktyW8d7gdD6DZ4snW1MXtv629X54-W4HQg4p94j22PW75vrZv495k9TW82c0v898D373W2z9v6X45-qcDW6XcTfX7wmvQdW5d96Pq7fKdYcW52sQ4y8y4GCqW2CLPYv93-V4rdR6JsR04" data-hs-link-id="0" data-hs-link-id-v2="cg85edWd" target="_blank"> Manage your team's growth with roadmap.sh </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"> roadmap.sh's Roadmaps for Teams lets you plan, track, and document your team's skills all in one place: build custom roadmaps and assign them to team members, spot skill gaps and track progress as they grow, and onboard new hires faster with structured plans built to guide them from day one. </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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88g3hCZYW6N1vHY6lZ3nMW7kx3lq6jFQS9W13NZ349kNd8xW5xVLlx79bzLHW2BtYvL5CsBhzN1hZBlP5GFWTW2-gQ385XQf3GW6G8hhv8rLq3HW7YcyR-9dXrY0W2h7R-F81cffsW3m_j3X988CvxW6HzvcB2cPlPWW1_9jxk3G3DBrW3dNzY_42myNWW7dZRn86ZvcXFN1xyZFmBJ9zGV7cF9K7tD0wfW21SbSM7m4N2QV2Zl7w54nV5_W8YQHbD4p2WDdN2-byQzzsZsgW2qrt0F45Q53qW2hm1SX77bWxLf7rpnyb04" data-hs-link-id="1" data-hs-link-id-v2="N23Kk7hg" target="_blank"> Start your free trial </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">WEBINAR</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87n5g8t6W50kH_H6lZ3n8W50wmJb6gfDmQW6t2bdH26Mb3pW7cCK2k7NCMHBW61Hk8Z39t2ZgW20sG5d6JscLxW8JbXky7rbh_vN34pfRSN5jX-W6Tc1mC4ZXrYxW4zRg7142kFgNW5Qj5cv2lj8N9W6mg7zx1GTmjNW447Qy354FM2bW3hLYQW1Nx4cLW7X8QP78hP091VLC7tP9jYV-8W9hpnxh87Q4jmW22v6lw5V5QzHW7dSkvy7NPhTYW9brNvp2JkXjZN8qyZYQzC58_W6-Cx978B4BTBW7-G27z7JTmyGW2lPfR86z8FpyW4HwqvQ4DqddtW4CB4Ll4nszbjN2CccVTL2hmVW3-TjvY6QsmsvW8RSqfM26d-_bW8QG1KJ7Dmr77W89fKMv7QSDkvW5sF4m-4hVgk0W3C-twp5pN_wWf39hB3P04" data-hs-link-id="0" data-hs-link-id-v2="P5WLtJr+" target="_blank"> Still managing separate access tools for humans, pipelines, and AI agents? </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"> Most access tools were built for humans, not CI/CD jobs, service accounts, or AI agents making tool calls across your infrastructure. Join us on July 28 to see what a single, unified access architecture actually looks like today, without adding IT overhead or slowing your engineering teams down. </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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87n5g8t6W50kH_H6lZ3nJW7kMF537jWvCWW1g_vFH7wRrG3W3NcY2X4dY9VbW4QD2wJ2c4QVwW8lwM3q3Yp03bW81py9f7lKrtQW4bdYtJ6xdZrsW5tzHmW4gdh-hW7gC8sl1F6qX5W8zVxnZ8pKRghN30LbpK7r9xdW6X94wX3N1rfTW4R8Gs42qyCN1W1tkndk17XrmDW2SzsGg6gznBZW6DPKr43DNcWkW13Ml801NyfCTW73PFM-86zMRkW1BjFqd5krcdCW7RYrt57yMBcfW51yFZQ17_6WDW2vq2cx55_Yd5W3j2chx82cvQVW6ZwVYy6DTJtHW8_6qdr67WNPSN7H0qJ68WVBqW6by_MP8w5LxVW4nm8xZ2hYpW9W5JZgzJ7wM1fNW7H3dst2nZJYDW81pwtw3L22DxW8JpCK_61PLrpf6J3H-C04" data-hs-link-id="1" data-hs-link-id-v2="y1Rv81+X" target="_blank"> Register now </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">LOOK</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3hCZYW7lCdLW6lZ3lwW16KKrq1NsCyPW31PnRF7jVv-XW5xsXbd9hMcPQN8R-gQGwV2wWW7fm9tk2MHt2qW7hcxQV7rbJ0vW4HYRkN124ys4W71jP0J80XnjqW8tNJNW5d7csqW39lxfn3n5sC2W66FlkJ7sPRB9W7YTQpk8nsHNyN2wJd4DmfRlSVtTTRx3DPC1CW4mNPh84sQ0wJW3Dtr_X6c3n-dW7lcGQL1glZ6bN56WLYlgJF61W8jPTrW1S2rPyW7D0tdB4gfnhkW5dcmY137C9S8W3KKbg93LMXxrW1Y33qH7hG4LgW5w-q4h5q_vc1f3JDtdR04" data-hs-link-id="0" data-hs-link-id-v2="Cyz3B4BQ" target="_blank"> Develop like you deploy: closing the Kubernetes local-to-cluster gap </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"> Krumware's Epinio and its new MCP server let developers ship on Kubernetes without friction, treating platform engineering as the real path to AI readiness. </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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3hCZYW7lCdLW6lZ3nYW8M6jXw7W40SRW8_4SwD50-4bQW6-_nyc76hZj_W7pwRtP1ycRQxW1rS5Gt8H2KSsW5GpHs-8xfShNW4x480B4VD8QGW54vF5N5zcg65W8C4bMs7d82K0W7vWf0R3SnBFdW8_W-m843mnj4W2qB__1697dN8N45gFZBNgplkW4mvc0y634-HNW256jJ823RbGBW1bm96551DgvJW2zgvdl6FSFX9W6bxZrs1CfFhjN3-kjgt6FYpyW3BHtXt9kbF6CW5hsx9C4kBnMdW39Zcxg5hs0-6W8Fpn7q1M3wjrVGMJx_903C2vf6nkLST04" data-hs-link-id="1" data-hs-link-id-v2="eWtA8VBO" target="_blank"> Take a look </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 0; text-align: center;"> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; font-size:18px; margin-bottom:16px; margin-top:0">How did we do today?</p> <div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87n5nR3bW50kH_H6lZ3n9W1BWfrb1pGkz2V1hcJJ25c1P5VDMp452qJQ4kN6yq0wZjWRMbVfcx0J4MJj2TMSv62GszBhHW7Y79gR7_yW8KW7cSc3T5H5zWbW8w9G6-6SX_vNN26ycTfhc6zmW3ptTDr8STptKW3T3YzZ4YCH-tW8WFJHf6RlrN4N4ZmJM8Z78VrW7r5GBR5qb1GjW22DYxP83s9wBW7C9BJM4WryRrW7Nmg0r1VD3hFW5zh2J48j_V7RW59VJ_x41rkBKN4LqwlGrY0R1Vc3_FN33NVlhW952yGh2kzrJhN7BD73g7LcQKW7m8l6r2_9DxdW6MM_M76hXNgtN4D3WfPgdFq7W52SMnP28x1gZN16DzY4dlzKrMh21BfcFQKkW9cbvsr1FpwshW281Z2K6Fw26sf3CpBl004" 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/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87n5nR3bW50kH_H6lZ3pMW4v14jY178s4lW25bSBB7tJ5NbVSyFK28q2r6GW2Zzdgl7nq3ktW3tMxTV5xfZDGW29TKqX52Xp67VFR6tZ357zQgW7_p4GC9gLnQYW3ZtyqB3Hj8xCV3lRJR2_bM0WW86N9zg4GnHw0VJqbdB5HNK3xW65lSbk67pRTKV-hmgy6tx4RvW8gJzmC2TWYZMW5MKy-48905B3VWQdvw12Cz65W5QnKN-2td00-W3jFDSr1JyWCwVr2xCT5q16kwTyFdp6rDDkCW1Rz2-q58DNWSW6qL8Dw6tNvvNW8xgYy52pb-PZW2V3dlt2Ll5C2W1FdRtc6WHMykW5Tvpyk7b7SNdW5qXXwL3d8v6VW3K_MNW3jctJrW502Nzf4hlGVTW3WrgTS61QYvBW6j6CKc2XKwxtf1S7-fv04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="34BKa6vS"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/8bb71286-tns-daily-rate-meh.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87n5nR3bW50kH_H6lZ3nzW2bBHsm10P-0-W3sKrdP7C62jPW5nvzym3X-bwcMNgNbMs9t63W5vRtl23N2z3vW1RWHDK6K1-7qW7YhzXt1Yvr3xW4fKGCc3-cBSVN11RQxzKNdWlW6jz15y2FHDdFW2_4vW537krykVmwHFF76hkCbW8f_LzK1W-4n4N6p9TwMJ0XYtW8GVfS571NDQ7W4h25z190jlmXW6qjWb37wQBmsW6PcBt56MkNp_W2rV2f85T87DkW3Dsfcf7S5V6DW2qsDPs3L6gTSW59px4F3bTkPCW2nwQgQ4Qj2TNN8WX7hB_k40ZW5qdpyH7HjT2GW2lgRY874-qnRW15PKr94yD5YgW7x6JhV3RHm9HW9jy-B04tp6pHW7bwHcX4vjX6WVtKxv952h1M8W2pW37Y3bhbnMf2s5mr204" 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="vlMlS7rH"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/6b6abc92-tns-daily-rate-bad.png"> </a> </div> </td> </tr> </tbody></table> <table id="img-family" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 28px; text-align: center;"> <p class="family-sup" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; font-size:13px; font-weight:700; letter-spacing:2px; color:#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; 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Open-weight models may be catching up faster than expected.
View In Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87-5m_5PW69t95C6lZ3q5W515FdF73DY5hW5125LN2MtrmBN6G3l1qHh8YbW8fJZ-M43kvs7W6BqH277b80WdW3vVSdD4kWcRCV7XwCG7w31V1N767RsVsdxGpW48V7jY3LkknpW1FYf786VjTSrW5hCn0Z5lF52nW1dw7XY5nwvPjW5-J0MQ8jZsBsMvHt4T3fLtGW54ND7D6yZrNLW99fJ134FtPXtVYqzPC1FPGq0N9dYDv5qlR4WV61FZN3Rq_BvW2g-4Ck8-ft5rVL3BFM8XDPLsW81-5G78R-47wW8NSpzG7TJjCBW5vGyF_4J7kSLW32wNRJ14w5Q2W9cBGCX6jpNFYW3BQbJ71FZF34W3gf2lY8M7DFMW22h_qd2ryGkSW8pJCdw89w9vMVK-b8t6dLGljVVcV8n3jlRXlW5C7r6s3HZ4sVW2tpPc848W1G8W1Ctw7t6Cb6LtN2MRh7HWc31Jf23CfD604 )
The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88g3prCCW6N1vHY6lZ3lDN6N9HfCdVqxmW2J2Ym_2QyGzMVMPDmk1Tjff8W5ryQwM7nD-y2W5GP_mj8zd5nwV4n7Ky5tHszPVWMlzQ28b8pQW8CZCkd542V7ZW6wBVRk1fxc69W4CBdlS4mP9WjW3lmBVn8b7g_9W2V2bFT434W44N4DnG-2MCT5NW7VRB5S6WzSvQW5xf0K05_LKBYW7JDRdf6spvbQW3Vsyfg4X1CWYW1WXTtC2vwDstN38JfnXbgW0cW6VKf8N8zZ_dRW84q2dG3lNpfWW41zRHc93HkzQf45YP0s04 )
July 18, 2026
Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88g3prCCW6N1vHY6lZ3lQW3qhS2F88HBVDW1kzvT85rsR98W3hhP4w3zwLD-W538WMP1wBCYwW2V230l1Z8FhqW8GzMn835KKc_W5trTtV78ZdXSW51Kgfc8Z43HmW29xV3L5bfJD2W5Zt0B32-WbNhW3sxtdf9299bcW19JhLM5Np7HLW1BZ-8d67NBvGW3skFTT3TCtYTW3jDPML7jQZWPW5TcDFf5qnsH3W6SNw3b4yHlKpW3WJrqP2Yf3DgW4ysHN621WKt6W3wpmZs8L8rW4MS_ktYbD8ZXW4jH5Q41HhHqbf4rskyg04 )
Kimi K3 just topped Arena's coding leaderboard
Developers building with AI have largely relied on proprietary models like Anthropic’s Fable (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3pqW8rVL6v35Phx3W3zln297zgPsTW159bwG2KGLYnW8fFfqG3dP-6bW3v9v918VJ42FW83Sp0z8xKsP2W48KDlL28npcXVWX69S5MY0SPW5mN7PZ5xtGq6W3_0ySk6FL5G2N6SD56wCvN3fW9grT8H8k95MZW2-xqPM8jbj2HW9lDTSH28WZMxW5RtG097YQCfVW6fqyN33JQkz3MZMGcFM8Lh6W6dkynP4HxPZlW5Kpnwn3X3rYkW1MT3mH2sBPLLW3DsfWz2ZHGS4MvH6j77hLq6W8XVJX61MVHwMVhr7Jt1HhPZNf7YblbR04 ) and OpenAI’s GPT-5.6 Sol (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3prCCW7Y8-PT6lZ3n_W5hwl244MHt6XW25twLd64sKkzW7ngmfJ7QswfzW5LdfH2774FM1W8GjYgN4fTHtzW102zpm21RrxGW6h7hLl7mwnf7W7-4l5y632PVNW6Kq4705XqmCBW1kd4YV6YF0WBW88-ZYL8tfG6PV2r0HM3Vk_LTW1LyMw01fkhRyW4BpQ645FMrycW3HJYvN2lCysXW7DGn7_1c3XS1W55RbJQ8_sjBlW8j6K8018VKJ6Vd7Jvg4-3jdbW1prpJS50Z50rW1cJfw_8SzD3rW1-N-Tg2M5RVtVF13wY8BLt5zVscrmV65R58QW2g9qXY4C54G6W6H15zb1bx-m2f6YMSnn04 ) for their most demanding coding tasks. But as TNS contributor Amanda Caswell reports, Moonshot AI’s latest release suggests open-weight models may be catching up faster than expected.
The Chinese startup unveiled Kimi K3 this week, and within hours of its debut on Thursday, the open-weight model climbed to the top of Arena’s frontend coding leaderboard, outperforming leading closed-source systems in blind evaluations.
Go deeper: Kimi K3 tops Arena’s coding leaderboard — and it’s open-weight (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3lGW5D4rFP1M0HXPW8-yM_r4NT-8mW6XHNjJ9cxpmLW6_9R9F3rv9YkW97XZ935K5r-yW5knV9Q5B1LTpW99vDbT5HB53SVTpQJP7bslZnW7x-vkJ2j25-bW351j-K6FpD-SMdNMsMtpqWkW388SP_3llHd4W7ts3lr55_ZK6W1LMXnC6kZV5zW1DB3s45yQvZ7W8G7Tv93jZCYgW99R10w7XYVDvW6pPQJb6KpNgRW3qMrGD2R1BhHVbYlfq5yhnQjW9bdw0S466dMBW23NT-54-4RbcW6q12jm6Y_QySW3V5thB87w7zqf5H8s8j04 )
More fresh reads from TNS:
▹ “They’re dead if they don’t offer this”: DoorDash’s CLI for agents may be out of necessity (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3n9W6MDXNW2cF3DHW8vPKph7vkQGBW34WvTt3wcNszW77wmp14-243dW6TqFBB6-wf9GW3nHyCw8gxpJ4W8sC7HJ1lqDR4W7mY0Hg1bPzxlW7Cf3h86l_jpjW4nmzL_3h0PrZW8vyG9V1B9N_YW8Zwt9J6Ffy1VW8YmVLW4mZJ6mW4fq_j15GrcpzW431Dl_3qDgdvN2KZwLGPcVlqW3MLlCf7qQh4-W7PzBM98XbDccW78MB3G5gkHQ2W4D4ycp8J0YxYVnDmF28KZqvMN8pRMcP-WQQ1V2d_bM32q0rSW2qp2Tr5RTPr7f1jfltv04 )
▹ 1Password’s new browser integration for Claude changes how AI uses your credentials (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3prCCW7Y8-PT6lZ3kYVQXM3F90t9VdW3L9rJr8HC5V1W5ZPmkS20n99GW5DpT9v28vrTyN6bkmqMlCPR3W77QWTF4DqwRmW7Dl1ZG5KSH44W8YngRX8PhY5_N7JM2jnQgy53MCN2fD97-hLW4RFd4y5krxrDN15BKwg6P-dBW1M02qk7767Y8W4-l_0T26khWhW7rGhmr3Yg-VQW2gjkWW4JjcGDW68Dfk794VswMVbkgD253D2yPW7vfd135TPgxYW69_tWP90-fSyW2j1hvD7Zcj6hW3r5Lzc5NX-_kW8896wc7n6_Q5VBJP7J2TznBFW7f-FVc6X82nGW6JTg_z30-DFKf6MhQVF04 )
▹ Arm and Google offer a smarter option to run agentic AI workloads (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3lJN3d7YkPLYLjmW40fYcL47N8GPN6df7fYH8qRrW7v3b0b32VfW9W3pL5LN73cj_gW6P9Ngk65W_rCW3H7vWN4Pjg4kW1qmfZy1ltFr3W2_S5ML8JZHtDN6Fxb_CZ705YW4_tBcD1-nKb6W4WvQCK7B2HlmW8xlgSS8VYFS9N8clFCtVb8tYN3w-8p_TjW8qW8clNtc5Z8YJwN79Y74F4-cWtW6WyWCw9h4ZlTW2Xls-W2kM7s4W67zTz95hvQSyW5_LLGg33Fb6-W6vh9qX3G92QDW6V7kYW5tM3kqW43s3PW1wPcHJf4BS43K04 )
💡 Join us on July 23: SecOps teams are caught in a never-ending cycle of alert fatigue: More detection rules generate more alerts, and more alerts overwhelm analysts. And those overwhelmed analysts miss the threats that matter. It’s brutal. On July 23, Chas Clawson, VP of Security Strategy at Sumo Logic, will lead a live conversation and share a practical framework for SecOps teams working to get control of their signal-to-noise problem. Register to join this free conversation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3gP0xW7Y8-PT6lZ3lrW72x-7Z8MtWT2W2xNYNN7WTQZ1W9dlWrV1c3Q6TW3gL49L3JD9SqW3-pzLc6nnsQTW10d5jq30bd23W4K-Lg04ZKkNYVLGPbL7dRq2KW6_HKY73dQrPnW4_0gTP6HQB0FW1kBbKd8VjMrzW8RJTF88gNKnrV6vCXT581KvsW3dly3X7syd54W6r2NrF61JsPGW2QT8b64Zb4Q3VHvN3-8L2rwlW8RYtTb34qt1fMSWzZBFRPL_N3kCWS31P-l_W7th0xz8XB99WW3ms8pT1Fm2jzW2QGcqg2CRzRjW8sW99d5JvT6SW4gr0qM865hP2W634Cd-7qQTMHf25P3TC04 ) .
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3nLN5lLQQpB9kvSW5wlr235CnZHWW5xtzWD50PwVdW3VdC5056y1w4W7GZQNk1wZgx5N1-g9WKwRyn-N589lqpf77XNW8cmbLZ34QgW6W2nw8TK28CdxrVyzBr23NHBFSW92qsN05RQklyW6c4XRv8f8fjjW9dWdsQ33rTRcN5rqpQNSQCz9W6TY4nm3RgQ4TVT8z__89GB3cVQ2-4y7C8KZ6W1VZZCd4wgnCLW8zr1Q95SVtSVTRhYq1Sf4hDVvJKJZ1hv2T9W2qn31Q7NYZ7fW6-G4MS5h6DdcW6ZRqXK2JVDXnf3cKKfb04 )
Your SecOps alerts are drowning the signal. Here's the fix.
SecOps teams are stuck in an alert-fatigue loop: more rules generate more alerts, more alerts overwhelm analysts, and overwhelmed analysts miss what actually matters. Join us live on July 23rd (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3gP0xW7Y8-PT6lZ3lrW72x-7Z8MtWT2W2xNYNN7WTQZ1W9dlWrV1c3Q6TW3gL49L3JD9SqW3-pzLc6nnsQTW10d5jq30bd23W4K-Lg04ZKkNYVLGPbL7dRq2KW6_HKY73dQrPnW4_0gTP6HQB0FW1kBbKd8VjMrzW8RJTF88gNKnrV6vCXT581KvsW3dly3X7syd54W6r2NrF61JsPGW2QT8b64Zb4Q3VHvN3-8L2rwlW8RYtTb34qt1fMSWzZBFRPL_N3kCWS31P-l_W7th0xz8XB99WW3ms8pT1Fm2jzW2QGcqg2CRzRjW8sW99d5JvT6SW4gr0qM865hP2W634Cd-7qQTMHf25P3TC04 ) to learn how to break the cycle and get AI working for your detection strategy, not against it. Spots are limited, so make sure to claim yours now.
Claim your spot (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3gP0xW7Y8-PT6lZ3lrW72x-7Z8MtWT2W2xNYNN7WTQZ1W9dlWrV1c3Q6TW3gL49L3JD9SqW3-pzLc6nnsQTW10d5jq30bd23W4K-Lg04ZKkNYVLGPbL7dRq2KW6_HKY73dQrPnW4_0gTP6HQB0FW1kBbKd8VjMrzW8RJTF88gNKnrV6vCXT581KvsW3dly3X7syd54W6r2NrF61JsPGW2QT8b64Zb4Q3VHvN3-8L2rwlW8RYtTb34qt1fMSWzZBFRPL_N3kCWS31P-l_W7th0xz8XB99WW3ms8pT1Fm2jzW2QGcqg2CRzRjW8sW99d5JvT6SW4gr0qM865hP2W634Cd-7qQTMHf25P3TC04 )
TOP OF THE STACK
"They're dead if they don't offer this": DoorDash's CLI for agents may be out of necessity
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3nxW37GGkC4Tf7fwW7Q-K3j2q9rxKW5sBLZk71hy7QVt-B1w6ncLQJW288m2175v-Q6W923Y2r7y_mm3W7mYtSR3sJ7skW8JQ60M2w8mk-W6DTpJ88g5R4-W8yJ0FV6s8R2_W1zRdt68DSvs9W1C03P84h7K7GW6d2gvC4rxK7BW8vnYY-1L32SBW7wfN6y5wH2T2W3d6YHx5wLfZ7W3f9vHK5xwV3GW62ht6q15hdMjW6KSn8y2JhTcnVBSZ6n8_Ypl3W8MfJFS7F8y3PW2HYCz58zqY4mW7RmKWl6w0jGfW5VT95825Sjn3f5CPZ1g04 )
Featured image for: “They’re dead if they don’t offer this”: DoorDash’s CLI for agents may be out of necessity (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3n9W6MDXNW2cF3DHW8vPKph7vkQGBW34WvTt3wcNszW77wmp14-243dW6TqFBB6-wf9GW3nHyCw8gxpJ4W8sC7HJ1lqDR4W7mY0Hg1bPzxlW7Cf3h86l_jpjW4nmzL_3h0PrZW8vyG9V1B9N_YW8Zwt9J6Ffy1VW8YmVLW4mZJ6mW4fq_j15GrcpzW431Dl_3qDgdvN2KZwLGPcVlqW3MLlCf7qQh4-W7PzBM98XbDccW78MB3G5gkHQ2W4D4ycp8J0YxYVnDmF28KZqvMN8pRMcP-WQQ1V2d_bM32q0rSW2qp2Tr5RTPr7f1jfltv04 )
DoorDash announced a terminal tool to let AI agents order food — whether it's good for business is another question.
As AI agents evolve beyond writing code toward handling everyday tasks for people, the infrastructure required to keep them on track must keep pace. And that's why food delivery giant DoorDash is rolling out a new terminal tool that lets agents place real orders on its platform.
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3n9W6MDXNW2cF3DHW8vPKph7vkQGBW34WvTt3wcNszW77wmp14-243dW6TqFBB6-wf9GW3nHyCw8gxpJ4W8sC7HJ1lqDR4W7mY0Hg1bPzxlW7Cf3h86l_jpjW4nmzL_3h0PrZW8vyG9V1B9N_YW8Zwt9J6Ffy1VW8YmVLW4mZJ6mW4fq_j15GrcpzW431Dl_3qDgdvN2KZwLGPcVlqW3MLlCf7qQh4-W7PzBM98XbDccW78MB3G5gkHQ2W4D4ycp8J0YxYVnDmF28KZqvMN8pRMcP-WQQ1V2d_bM32q0rSW2qp2Tr5RTPr7f1jfltv04 )
WHAT ELSE IS NEW?
TAKES
AI Models
Kimi K3 tops Arena's coding leaderboard — and it's open-weight (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3lGW5D4rFP1M0HXPW8-yM_r4NT-8mW6XHNjJ9cxpmLW6_9R9F3rv9YkW97XZ935K5r-yW5knV9Q5B1LTpW99vDbT5HB53SVTpQJP7bslZnW7x-vkJ2j25-bW351j-K6FpD-SMdNMsMtpqWkW388SP_3llHd4W7ts3lr55_ZK6W1LMXnC6kZV5zW1DB3s45yQvZ7W8G7Tv93jZCYgW99R10w7XYVDvW6pPQJb6KpNgRW3qMrGD2R1BhHVbYlfq5yhnQjW9bdw0S466dMBW23NT-54-4RbcW6q12jm6Y_QySW3V5thB87w7zqf5H8s8j04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3kMN620tXyPcVQ4Vl9k7g5CYd0ZVsM87X4lZvN5V85txm1tPNHPVRRwHk5lqCKfW8CByWN4Byt1ZW5Xtdd14VbqsQW89t2Ld6lCXrLW5HqmBp7641ntW6cNKsC5M7zCdW53T6Jt46Ry5tW7-8gQs1SlRq5W2nZXWX1mtt5tW7X79QS8sSB6qW7TxTYX2xPccqW4fj9bw148wKcW1plcCx70m6ttW6y-FZQ1tlq2cW77nhTV15gYglW7yh2jZ2LhD0cVdq0lv7JfQ6KW6yrc5b7DbFGWW3WrDdh4qT-vxW5q0srP6s4KJ8f4vNtFs04 )
TOOLS
Software Development
1Password's new browser integration for Claude changes how AI uses your credentials (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3prCCW7Y8-PT6lZ3kYVQXM3F90t9VdW3L9rJr8HC5V1W5ZPmkS20n99GW5DpT9v28vrTyN6bkmqMlCPR3W77QWTF4DqwRmW7Dl1ZG5KSH44W8YngRX8PhY5_N7JM2jnQgy53MCN2fD97-hLW4RFd4y5krxrDN15BKwg6P-dBW1M02qk7767Y8W4-l_0T26khWhW7rGhmr3Yg-VQW2gjkWW4JjcGDW68Dfk794VswMVbkgD253D2yPW7vfd135TPgxYW69_tWP90-fSyW2j1hvD7Zcj6hW3r5Lzc5NX-_kW8896wc7n6_Q5VBJP7J2TznBFW7f-FVc6X82nGW6JTg_z30-DFKf6MhQVF04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3kMN620tXyPcVQ4Vl9k7g5CYd0ZVsM87X4lZvN5V85txm1tPNHPVRRwHk5lqCKfW8CByWN4Byt1ZW5Xtdd14VbqsQW89t2Ld6lCXrLW5HqmBp7641ntW6cNKsC5M7zCdW53T6Jt46Ry5tW7-8gQs1SlRq5W2nZXWX1mtt5tW7X79QS8sSB6qW7TxTYX2xPccqW4fj9bw148wKcW1plcCx70m6ttW6y-FZQ1tlq2cW77nhTV15gYglW7yh2jZ2LhD0cVdq0lv7JfQ6KW6yrc5b7DbFGWW3WrDdh4qT-vxW5q0srP6s4KJ8f4vNtFs04 )
GUIDE
AI Agents
Why every AI agent decision needs a receipt (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3prCCW7Y8-PT6lZ3pCW2h82CT3q0Nt-W7T0plG5bRVjMW54zg6L59fPhhW4_FchP12r7cSW8n3Qw85d_S4RN8kcj_blsXwdW52LTs03RTPKbW2k6r6L8BdFXzW8DLzv31X_n6GN3r3S0cy1d1vW2jPS664hXZFsW1wZ6p369gM52W2FHlZR4TNkgFW1BhQTQ2XTjTZW2XMv7w4v09w1W8CzHB-8spsWCW8SbxLZ4qfslVW38dsjt5-sb1cV-4TFz88zHjbW6ft1s54pBSXdW5Py4Q26jhJ89W15j27m4KW3wCW28FclL8K7FvLW7s3DvL2WCl43W2H7ym56HTCVcV_53h238WkfZf8z2fr204 )
by Manveer Chawla (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3lxN3fWLbvrj9_HMsn69fb_sMpW1_ykzr5NLCtSW7H2j2g2zS6fQW77FRZW8M7NfJV5-cWH5gHSJbVdQX2L6pGYwBW5HKDFC43rtzMVzz3ny2QjKVVW3Kvp7G95F9qXW95Ht7p65-BD6W4k4djQ1DmmW_W4Q_DV-8Mw6CkW23g4bK7xSk_4W2ZZ6lF5_dr4hVd6G989dJzFfW8xY0tC4fmVl8W1gnzH65qWtsQW45q0J31FpSj6W7v8q6T6LcyDKW5_bfH_44JT3QW87rSJ_498GHVW5S14wS7VSvV3W20DQQb4wXTdyf2cf_3204 )
INFRA
AI Infrastructure
Arm and Google offer a smarter option to run agentic AI workloads (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3lJN3d7YkPLYLjmW40fYcL47N8GPN6df7fYH8qRrW7v3b0b32VfW9W3pL5LN73cj_gW6P9Ngk65W_rCW3H7vWN4Pjg4kW1qmfZy1ltFr3W2_S5ML8JZHtDN6Fxb_CZ705YW4_tBcD1-nKb6W4WvQCK7B2HlmW8xlgSS8VYFS9N8clFCtVb8tYN3w-8p_TjW8qW8clNtc5Z8YJwN79Y74F4-cWtW6WyWCw9h4ZlTW2Xls-W2kM7s4W67zTz95hvQSyW5_LLGg33Fb6-W6vh9qX3G92QDW6V7kYW5tM3kqW43s3PW1wPcHJf4BS43K04 )
by Poornima Apte (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3prCCW7lCdLW6lZ3kWW5c6P6p7VhJ1mW5D_cPY679Hn4W2-6_zj9jN5fwW3MmpCt4MXrNfW8_JBlP66T5n2N47n-X-mbrr0W5qhfSl2q1MyDW78f0yL3tmcnZW3PdWxj5bKLQZV7LnnR29DHFwW99kZdN8vsKS7W9lycmK3X1qpzW7-LlmS2CSLbVW1GGKZ15BvjcsW2Bd6v44Mm2tfW3Mlt7m2L0XHGW2Rf5N44KmClbW46DTlp4SbdRWW39jkjW3dpW-pW7JK9Ln83Z343W7vdm7640_wqbW6P3st-13r9MwW1Gy_xX2rnsWJW4nj9-g35yyKMf4pCn_Y04 )
INFRA
Kubernetes
From intent to enforcement: Lessons from operating Kubernetes controllers at scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3prCCW7Y8-PT6lZ3l-W27gb1n59bXwqN3DTRRWSQCZvW5rK-xg4xQ30KV_Gq9p4LgCzjW6wfFhK76f4JFW3lLL0911W_j4W4wx_5V3fVn81W12C7np16vGjdVgC54k8synH-W27_PLD5kyfYbW6mwsVc6g0Q09N5dhxyJxmqBDW202KLB1HR9CDW1Qffq_7Mv_ZxW33307r1vfFlYW26fxJs3W1xdhW8dvKl45cLxxHW6-jMgr6fc2NGW6DMdw66PSQM7N4qx6mZPCwVhV7xrGj8BnczDW7-qdV75Sr95mW69hwP981VZ1SN1JdXb-rmyqtW8rVXT15xpvTLW7Hl-_r8T1wCSdnhnpv04 )
by Sri Saran Balaji Vellore Rajakumar (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88T3prCCW7Y8-PT6lZ3mMW3kC7DR61qsQVN82x4BCZ0Y79W4DMgkJ4xnjvDVwdJHS65HFD7W10zPKM1DBQwbW2dVJYj67P3tsW8DK-Qn6QY56nW2kZZ0k5QsjvYV-66tv1y7MlcW1nCw4Z3Z3Rd5W5Py4d652rdLWW8vg9XM3Xr3kWW2Dhdww12VrFSVF809k7_f7SbW7Rtrrc2TBX6FW2Bpslz4x2HrFW4C-_Tn8dQJg_W82lhkv6QcgWqW2MKBz41xSsh1W4y_dpY6hv4h4W7CczY39kV3f4W1JSxHy66_pl5W5Y2S_28vmP9RW7NWsr175qkYjW7GfWkV32dyrpVw4mR16qCWDxf6035S604 )
FROM OUR PARTNER
Get more from your Argo CD setup
Octopus Deploy works alongside Argo CD to handle app promotion, enforce deployment policy, and automatically remediate failures – at any scale.
Learn more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88g3prCCW6N1vHY6lZ3lQW3qhS2F88HBVDW1kzvT85rsR98W3hhP4w3zwLD-W538WMP1wBCYwW2V230l1Z8FhqW8GzMn835KKc_W5trTtV78ZdXSW51Kgfc8Z43HmW29xV3L5bfJD2W5Zt0B32-WbNhW3sxtdf9299bcW19JhLM5Np7HLW1BZ-8d67NBvGW3skFTT3TCtYTW3jDPML7jQZWPW5TcDFf5qnsH3W6SNw3b4yHlKpW3WJrqP2Yf3DgW4ysHN621WKt6W3wpmZs8L8rW4MS_ktYbD8ZXW4jH5Q41HhHqbf4rskyg04 )
FLOW STATE
TOOLS
Manage your team's growth with roadmap.sh (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87-3gP0xW69sMD-6lZ3pXW9jqWHP7m3dc7W7vc0sC1DZJvmW97hRWy1-fvHJW55Njdw4FDQrZW5T2lF_3RBHn_W4L4vwL4SnVMGW1JGZ0Y4xzffcW2WqCwV3pnFxLW2ZCHWT1smqP5W3RyRRt5s20P0W3-kP2w2RwfvRV26J373w1ldTW5czXL5475m5QVq_lNl8PzHm0W8bPJBR3jYjbbN7pLn6rwSMzmW6Z4dVb89_fmmW25hs5P6_sq7ZW668TPX59g-pmW1l-9Z_4rpwp7f8YrrNq04 )
roadmap.sh's Roadmaps for Teams lets you plan, track, and document your team's skills all in one place: build custom roadmaps and assign them to team members, spot skill gaps and track progress as they grow, and onboard new hires faster with structured plans built to guide them from day one.
Start your free trial (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg87-3gP0xW69sMD-6lZ3pXW9jqWHP7m3dc7W7vc0sC1DZJvmW97hRWy1-fvHJW55Njdw4FDQrZW5T2lF_3RBHn_W4L4vwL4SnVMGW1JGZ0Y4xzffcW2WqCwV3pnFxLW2ZCHWT1smqP5W3RyRRt5s20P0W3-kP2w2RwfvRV26J373w1ldTW5czXL5475m5QVq_lNl8PzHm0W8bPJBR3jYjbbN7pLn6rwSMzmW6Z4dVb89_fmmW25hs5P6_sq7ZW668TPX59g-pmW1l-9Z_4rpwp7f8YrrNq04 )
WEBINAR
Still managing separate access tools for humans, pipelines, and AI agents? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg89s3gP0xW95jsWP6lZ3mgW6tKZk83tgtkmN60tL0018GtlW1t78fW693qnkW3yTY_02_my3-W52hXFv4XthqvN3RxSxYMc9NTN6_kX3pypccSW3-fLSg838vWTW9blBtp1Hh92-W6cwmps7krtT2VYQHsy5py2YtV49vG81GszjYW2djQVS1rvbc-W63Tl5z4bbTStW2fdZhQ6KWF5tW3TR6_k40cHtqW6pNDGS570NC_W1mr_Cq180bP4W4r2txN6ZLHF6W6sH2vm6Gl0hZW2hCwHw3mLmM7W2QrrMc3M6MnfW37t5sZ3Mn15DW5Y7T-d64p-qFVTWpLh63PLbmVMPGVc7B9BdTW4tfFFH8xG_TxW4FxGHc4GMLNQW9l1KWl8ccSBSV-rPS41jg7Ccd9Nr7F04 )
Most access tools were built for humans, not CI/CD jobs, service accounts, or AI agents making tool calls across your infrastructure. Join us on July 28 to see what a single, unified access architecture actually looks like today, without adding IT overhead or slowing your engineering teams down.
Register now (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg89s3gP0xW95jsWP6lZ3mgW6tKZk83tgtkmN60tL0018GtlW1t78fW693qnkW3yTY_02_my3-W52hXFv4XthqvN3RxSxYMc9NTN6_kX3pypccSW3-fLSg838vWTW9blBtp1Hh92-W6cwmps7krtT2VYQHsy5py2YtV49vG81GszjYW2djQVS1rvbc-W63Tl5z4bbTStW2fdZhQ6KWF5tW3TR6_k40cHtqW6pNDGS570NC_W1mr_Cq180bP4W4r2txN6ZLHF6W6sH2vm6Gl0hZW2hCwHw3mLmM7W2QrrMc3M6MnfW37t5sZ3Mn15DW5Y7T-d64p-qFVTWpLh63PLbmVMPGVc7B9BdTW4tfFFH8xG_TxW4FxGHc4GMLNQW9l1KWl8ccSBSV-rPS41jg7Ccd9Nr7F04 )
LOOK
Develop like you deploy: closing the Kubernetes local-to-cluster gap (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3gP0xW7lCdLW6lZ3kzN96TX802vjvQW8kWSDK2P8VhNMp0gfwk5fVjW4hsTnK700zLBW79-Mrp6g5B0-W6hvy-_8QCnQCW60941J5-TLvgW5dfQ347Qt9K2F6DqX9kyKCWVtbvB95vcK_2N3f8Y3yK-hwKW59FMWR597djtVmKSHL5Tzj1bW1RfHrk1rt8s0W2gCdtW3ZbHv0W3S1SdJ6jxR6bW50w0l08rzFXlW8TZJxY1DQqM7W8qmMtd6TFm_fW5-0szg7MvNDnW8Dqr4B8wFD5VN7jmqlbdKPj1W87k75Z5Vbf9mW8B8b7J4P6KT7f15c6Pn04 )
Krumware's Epinio and its new MCP server let developers ship on Kubernetes without friction, treating platform engineering as the real path to AI readiness.
Take a look (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWWJsN5xx4XDW748j5G8NL6L4W2gkVcw5RD4kCN3Lg88z3gP0xW7lCdLW6lZ3kzN96TX802vjvQW8kWSDK2P8VhNMp0gfwk5fVjW4hsTnK700zLBW79-Mrp6g5B0-W6hvy-_8QCnQCW60941J5-TLvgW5dfQ347Qt9K2F6DqX9kyKCWVtbvB95vcK_2N3f8Y3yK-hwKW59FMWR597djtVmKSHL5Tzj1bW1RfHrk1rt8s0W2gCdtW3ZbHv0W3S1SdJ6jxR6bW50w0l08rzFXlW8TZJxY1DQqM7W8qmMtd6TFm_fW5-0szg7MvNDnW8Dqr4B8wFD5VN7jmqlbdKPj1W87k75Z5Vbf9mW8B8b7J4P6KT7f15c6Pn04 )
How did we do today?
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Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!
