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To: [email protected]
Date: Fri, 10 Apr 2026 22:06:21 GMT
Subject: Where are the guardrails?
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Date: Fri, 10 Apr 2026 22:06:21 GMT
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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: Why data governance is the secret to AI agent success. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4v5nR3bW69t95C6lZ3nNW6_xsr93rv-10W80RC7_6MZhY7MqmwvWFQTMKW2sQ9lB6WwgVlW1WfQkY76Jq6_Vm6VyC1SRxqqW7bSBCv1wvjNtW781Gq931Lg3WW2WLglY4RRpMDW4nqTXL5nqNXlW4MWLFP67HjPzW7JK7zQ745-3bW8xbrgM6pbX2cW4cr-TB5tvm-zN2GDj7dT4zcqW7bht3m2h4K42W49tVzc1V91lVW8cl51b7KxlT5W55jMH54BRdsBW8r84J64yHVqlW4svVv-8yTjNSW5Tvpm24Cz6rQW3Jcv_h57S_KvW7xwPbg7h8gH-W7Z0lgh59cTKWW5-YL4D5tsZ0FW15lKg173HjGcN7X4-6h7T6YbW945jMg1p5dgFN6_8PWHJ-ghBW2GDmZ44KdJ1gW2K76SD29FCFPN6VPRk0XW1wkN7W21SBG_wqkW3zNJnv4s6YLzW3KqY7c3x_kK-f7pdHfF04" class="link-view-in-browser" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="Wk4sLhk8">
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April 10, 2026
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<h1 style="font-size:24px; line-height:1.1">Where are the guardrails?</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Sooner or later, any discussion about AI agents touches upon guardrails, but SkipLabs founder Julien Verlaguet tells <em>The New Stack’s</em> Darryl Taft that most AI guardrails are just prompt engineering. “I don’t see anybody who is trying to build real guardrails and real tooling from scratch,” he says</p>
<p style="margin-bottom: 1em; ">SkipLabs’ Skipper agent pairs an incremental TypeScript implementation with a reactive runtime that reruns only affected tests and updates live services without downtime. On internal benchmarks, it passes more than 90% of backend service tests versus 20% for Claude Code (though Claude Code is a more generalist agent, of course).</p>
<p class="font-claude-response-body break-words whitespace-normal leading-[1.7]" style="margin-bottom: 1em; ">One of the arguments the SkipLabs team is making as it extrapolates the current agentic AI trends into the future: if agents are writing the code, the tools shouldn’t be optimized for human readability — that only holds the agents back. Skipper’s TypeScript-compatible type checker is deliberately stricter than standard TypeScript. That’s harder for humans to work with, but more useful for AI reasoning about cause and effect in a codebase.</p>
<p style="margin-bottom: 1em; "><strong>Go deeper</strong>: <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3nxW8lnx2V37s0kPW7w42M-6N6QyXW3Cp_Rv47Pz44W7lCBN139dPlNW1kBF3-3cdZJFW3KNnYF57PZWkW1t13zN5CdDSPVKrkT88Fs4X6W97YF8C2H9b5MW7gZ52b3V3kF2W5bPjPX1hkdrcW5S66c82XRq7dW48z7Tz3Pgb2gW2Jz3QP88dBQ0W4MvxN32VtfD7W353T453_d6qHW5-_L-B2BYrwkW1P_0Qh6dzlrvW90nzZq9kHK3lW7596Bn8Ry1NLW2rYFb95986j6W1lYZcx7J-6vPV8x44K7wgRyxW1fyCvn7CBwwFW5GCBrn6G10_BN5Dy-mzPwQYvf3LJkLv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="RBimm1hc" target="_blank">Where are the guardrails everyone promised for AI?</a></p>
<p style="margin-bottom: 1em; "><em>More reads before you head into the weekend</em>:</p>
<ul>
<li style="margin-bottom:15px"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3mJW4w71nL2hyqqXW2FJ_rT1dbc6kW2Bcw996XQ4hlW774ZLT3NXP5JW6CVDXP4ffMgcV5CNkR3HS9mmW75TjNg4RY3lTN26W1WfDvDfQW7VS-Z187kXTqN9g1xWr2k1KrW6CLLM61RGQm9V8b1Fd7wyS2FW1KnZCq2vSp0BW6tktjY6QhQS0W631zBj4cQvFXW5gXjrx4Yxlc8N2b8Km46Sr1xW1DS2w07QPCp_W4fyWw95KGy0PVDsFYV9kmQYcW9fBVBC7_jbjwN5cJyLdRX0Y8W2XbJH_8tFJBCVrzJ2Y4Ql2srW9kpYCq8RYnG8N52fb19G4qMGf4F-hHd04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="RZydT5M5" target="_blank">Why data governance is the secret to AI agent success</a></li>
<li style="margin-bottom:15px"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3lXW17010w5rbt2zW1h1QS45jnBw6W3K4D6933m6G9W9gxp247lb8CQW2cz6Rp7ygYJzW2VWxqq5b5qWYN2qZr-SWbT0lVCcSD15ghd7kW5rCh938kS0_mW4mdbhd2vrbrdW62qRpw6Tn_WxW831TT-22tr9dW8BlsJN1T1wGmW3HpKk82N6NDmW902XXK2mzyxTW4xBqXM6YB2DRN53tQfs9j6BwW537ZT47c_H9TW28yWmT1Rb6RqW6qvTfx5ZmHY_W45Zl7b2DBgMvW5sGfC73pZq_LN8XLKRGy7WWfW34n86D19SVHSVw5tDD6RxBR-W7YH8p01kPts5f1G2p0d04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="c4/4mozM" target="_blank">How to build an AI-powered private document search app with RAG, ChromaDB, and memory</a></li>
</ul>
<p style="margin-bottom: 1em; "> </p>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3l0W4sptVP2fvs0lN24WKKBVWXz8W2QhgZN3_BrWSW4fZDgt72R7bdW58LmSD2Lq_zZW2gLvbQ68QRj-W139WwW8QLmdRN10951-F_qjnW3bPQR256nxv7W2d9kgh6mDPyMW8tN6wb4bvdggVL_lNH3b4LfKW5_8v0g16TNrDV_cJhM9c0BMpW5fNhM98Bt3nrW3rHvQm90yF8pMJ0y07BkjVXW1vg_XF40SxmWN9jtDtCYMV0GW1Qk_Jb1X-FC3W34-j7q3GXlHYW5f3w6j87BP41W5ZScFm6dXfDwW6GYM3M1jqvlzN2FDd9PHs0jRV4vjJC5smLLBf3DHXyT04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ" target="_blank">Frederic Lardinois</a>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">TOP OF THE STACK</h2>
<h1 style="font-size:24px; line-height:1.1">Where are the guardrails everyone promised for AI?</h1>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3myW88kSMC3fNHH5V-gJgG5TD8PPW79vbpF6WmBHgW4dG6_z5nHy6HW8BvyW_8FMNrPW6lKK8T6B-NbMW7hpn7T82D4GZW6Z89XN95P3HnN7TRL39wkk35W5Hz7Hk3RxRCWVsRt_12WFJMRW7Tn2pG3FBW0QN6r5wwWJ3Rk5W4Y16pt2lczfSW72mwFp5ByBhjW2xBNy13G_YmGW1l5bmD4sQBQtN3r9MNNj4TckW7ck_VV8XxzRMW1dXST_6GZ7HtW1vBf2l1NZ4CbN1SR2Lc3S8bLVC8G5R966ySHW3rMg6S3h-T20N44zt5G6jdgMN14k1sj3_GPYdPbMwz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="fBRiJagP" target="_blank">Darryl K. Taft</a>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3p5W3zrffp2L3FPbW2S_dTG192y6rW1-Nr_H1y6P54W14LchL5GhW5rW8jnrKY5HPp8KW8MzcxF4BF6rLW69kJ8M7jNsKbW5ZBy187Db_57W3NnYlf5ctGm_W2K2JS77dzZNgN4LyGcYhCwfdW8b1syH3WzrB5N1TPC3QJhhrqVlKNzR2M3w0YW8FJMmq3VSMy0W2K0Mkd1YS6nbW1R_J421v1D2ZW57Mr-11FDX2MW6m-1Ng6WM9KbMz8Qc71lN2gW3KpNg01sGntLW5ZYW067lq-LrW2pmqgP6PrL9XW4pk8Nz7ynRT1W6QfqKX1xLjydW50sJK76pwYm2f6qq3DT04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="55c+Err6">
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</a>
<div class="excerpt" style="margin-bottom:15px">
SkipLabs founder Julien Verlaguet says most AI guardrail claims are just better prompting. He's building the infrastructure layer to prove the difference. </div>
<div class="copy" style="margin-bottom:15px">
Everyone says AI needs guardrails. Julien Verlaguet wants to know who is actually building them.
Verlaguet, founder of SkipLabs, has spent the last year asking that question, but he doesn't like the answers he keeps finding.... </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3nJW28Fpbp8B-22cW6SJzks4J25qDW9983603NFXWlW1vjCz81vrXBcW1BZ82J5bYQC0W8-nG8q79hYN0W8x934B5LPj-_W6sDsY34KT0HcW3MlCmW66fFDGW5jn8yv64wm6BW679x1q6Ys--vN8vxwc39zNkcW6FtDdK2ClWPKW6941Cz2cJYFxN41-wYN50cHhW1qwdLS1-wqgNW6bH9Gf8Hk75zW7b32My4_0FXJW6WDc0l1f_CBgW2PNs548zbfSPW50mcWc6-hzz5W6vc1qH5gz-KPW2sFrBv39PQn9W8bJ9Jy2JtT1rW1-ndCN74nnM9W8mMjps96nvX1f3NcPfF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="Oas7nJw6" target="_blank">
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<h1 style="font-size:24px; line-height:1.1">The next step for continuous delivery: An IDP-driven platform</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5-3hCZYW95jsWP6lZ3kyW2Ybpmh3vXC-hW1NrB1Y6vVNXBW8_nyDq2YwwL8W3s0nMT4q3w4-W29B2Pv8cJ3PfW2F9X4643v7QxW1s3Z_59kNcW2W2qrY0x98-HZ-W4c5X8G6KgklcN59zFCjBjsxKV7vnfb4BDl1CW5rX96D17JmkQW1stzxs3HBYxjW1s83_x7xxztKN4vfMFnqn1bPW7s3kbg7Jdt1xVNbX925Xv09JW5Qt5Kh5mXN78N36zGwykVC4pW59Q-238VM81yW3Hf5Sv2Xk_wHW15-sfN52hvz6W5-dj593RqXvqW7CrffR3JKW-SN6vvDZ77xvHzN8ybxnn7d3SQW9f4c3X7cnS1NW8hHg268b8ds9W71R9yq7hxxBJW3tYZKW2nwlHqf4WfR-C04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="4Kv41gx8">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/03/c7de0fae-harness_webinar_23apr26_learn_16x9-scaled.jpg" width="640" style="max-width: 100%; height: auto;">
</a>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Continuous Delivery solved deployment, but it hasn’t solved the ‘access’ problem. As AI speeds up coding, pipelines remain gated by tribal knowledge and manual handoffs. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5-3hCZYW95jsWP6lZ3kWN74-27kjzh-dW6hzXg13tSxscN5RTMzl9kykxW36rq9S8nTXjLN98Zf9W7f_0xW7jxFhH75k7GhW6BNtvS7X-XBtW23mLFY4gkxSfW2r3G5C4qRdVzW4npN617Q1DxlN6frBDtlTFQTW2GsqJp1VNGfyW894lKw1RsfM1W7g76V_2P2TSVW7rXvJ_9kCJQJW4xKrBw54TcBlW5F2Mq77XG7QvN7PlvFkM9KqJW892LlP4sv4GTW5lV7dL7FLDbkVTRtPN2zN86TW57xJxj6vkFHRN5G3hpWgcNJMW7Q-MVs6sDdYGN93YsKHbCBhjW4y6Lhw3SZ96sW6lXDmJ337W-4W6gBn522JJryDW5t6M5d6739RJW54tqm11v6tt_f1zj4YH04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="XBN45rVu" target="_blank">Join us on April 23</a> to learn how platform teams bridge the gap between catalog data, environments, and pipelines to eliminate friction and automate consistency.</p>
</div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
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<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3lyW2Zy5Gx17Hq1sW64z1dL7VMs9FVvWpck1WNmxWW2lq2km3DYCk3W600dR574zmkPW8nhcwV92T5k3W3rDc0q3hBQV2N5sQHtxl2Q9zW2Mpnn6925p9DW8Bplrd6Czj6nN83FFlWmXVNjW2sK6G45Ht_TgW2n2T2s462_SSW2Qtnw-7dzRVdW20ZR6-6X9_z3W8y4Fc44X1HfnN5k6pl_L-jwdW4c9vcJ1r59HJW7HY_BH6gMM9rV96qL32cWws-W6x6lPf8gFCF3W34fs1M38cMZYW4dX0pd7J_1FTW75LR6y38PN-TW8Dtcsg3LX7b9W8sBTKm1vG8vBf8zSlwT04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="MWCL0jMl">
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</a>
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3m0Vcmq_P4dH1v3W2yNhB77x1c61W2hNxJM1YMvmXN1Tybv-k-NKWVZ_76K1mH9bqN81JV5xYkYNYW2Rd1sn1xtw9qW2nDp407C9FwnW41J6Hf74D3dXW4N2v9c3DT5TmW12sdsZ7GZ9vVVSSc--7zCg3BW8fPjHj3MM1mQW4VLPkt6rRSSsW1K2ksh8B2d41W33V1c_56LJTnW7vCgyg1kkkcsW8twCLK8_WFMRW3VFPfT3xb6tcW40_rGD7yCV9jW2wQ1hJ7JSfNqW6QLJJV7qNxXQVFwyxl6QfXxPV6sMJL87zRvvdh_v9b04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="bXryL60A">
AI Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3lzW6mwTT42fg-3nN944V3ph33R9W1QrBMr217pR4W98mcDM3nXdxHW5vwLmp4x3L20W8Gt3LH6vB9V0W1pWlrD6yj_43W5vwgzh6glcnYW84w3__5jzVSVW5SYc6q2ZQQNzV618kh3VTn_lW4P73JZ16Fkp4W6tlLhN8KXKV2W5YHWdV90P-HYW6VMV0B28H3VgW6Jb82H5BnSx8W7Y4DfG5HKWLbW5GVLy63f5rMCW5V7X6c7YwDgCW5mJZyj48q4V1D4VjMD-JWGW8RTcVG3Z2Sy8W4v8Djv16cgcQW3QjZgL3lYJQwN16jTgZg4-dYW7s0dsq7ppDz3f3K2NFC04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="dW6boDmD">
How to build an AI-powered private document search app with RAG, ChromaDB, and memory </a>
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<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3p2W934st27mG8x_W6fsplb4dR0xXW1ZkM-Z1XBHWPW8Jj52G4Xl78KW2pNS-w1--WggN6W3cTd8syM3W4gmx867lYBDfW7hCjgC3-8WYBW7ll7Qk3nDNqMN5jfKn-TbBKvW7qjvt-5mhj76W3dnWRl1qRV7NW8-bbwf4LkPfSN1yc409rV4vCN91ZPXShZRDVW2hFL_t13p4QTW4M7-Ct5C7PCWW3Dgk548J3MTTV2xYB82zZlSjW93G3zy8y7lskVCrhdq11f4yGW561-BJ4sMXzcW62LzQ313lWXqW7hvngg3-mYTKW2VJh__4MPgSsVF8v0X1Rb8c5f151rL204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="i1Jey1NX">Teri Eyenike</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3mvW5CBFfm7-3JydW3hJs0L1HcS45W8RH4Mg8P-vqPW3g3HVb8rXw-_W3165dN4bl3kpW8T_D3w8ycBkxVGPh6H2sxcdQN40RFHwDZ2dSW31b5dJ4gq1wcW2p5fvD99fJMQW8Lgf8-9gcJ7VN6WJn--Mg3VHW3S9gr94SnqKSW1SnFTJ9hpdVKW2gnm_q5zkBYkW4vCm1q43dx1kW7G83fk93jKylW54cS0Q7xYQ8xW5X3bpj2992wmW6JYXNl4JpHyKW92mKPK3wxPpMW7pTJhJ5T8pb5W3RmHpj1VWSMPN1H73FKLxGwyW6XcMyJ4pX7nwW6rsbyK4trpdsf7JfM1204" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="KRD8Dp4p">
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3lyW5PmrrG5Z33yhW5q7Q-568KR-7W5RNCRv5DbVk4W27-Qzz5hVgYdW4f79Cv6TVp9VW11xnYV69bf8ZW3VmKHS88p4YKW12y9ZT97wqyNVYq5rJ6whK0yW4qV6jv8jrDjVW5fV5f21JP7BWW3RZG0z7hR1wVW11-z243kgTBjW7Rwh1j1TB4XbW41KZL_51RbKpW5QCK325G-ZTHW5_xTcP4CP8Z4V6HzYr1-16p3W276N5F42jcHcW3d1xsq25ckPGW93tS-f5LrHtSN6hVMNhmh38KW1yr1191M6L9rW26LgZb71LHc7f3BSG9K04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="yeB30Gql">
AI Strategy </a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3l9W3w8k9v2NQ5JGW7HrySn8SQB5wW6y5M374VHVfCW8_lpTJ314tBfVwNQM16HwHv1W3mCDZ35HXNLVVXH1SZ3VW-9bW7h2Pgg4WYSqyN7My9179NNXjW8C23bF6DHZzZW8xB9qg3KTNPTVN76D33Yrm3WW7HCQjk69d-7-W1JhS3K4NRYmZW7K34kb4MFqpvN75mb0XljCgyW16-Rqq5ZxgPlW64t94X8YbCh7VBrBjK5n_X2VW3vZSxJ4jsRSxW4271NL85cqnbV6Rb-P3K3tJvW90TCwP2dHqJ6W7nCLk54486GbW3SK9Q93hB2MxW6Xqkg9288Qg-f7HCKyP04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="FzWp3NaH">
Why data governance is the secret to AI agent success </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3pJW20TPxn68QN43W2Gp2bc5mV7bWW3pMDfZ2rNBHfW2KWKjq3MRNswVGhzF07-06_2W4k2N1x6f_y1mW6FD68G8CjQyCW82Fp7r928jFjN2S-_YH8JWQxW2pVt133skDn5W3cNNGJ3X4NLxW50QLD17NFXP8W796-dw2CchC-W299zY85LyYkhW4rfBtp6D48-hW8jRSCW3YmVq-W4VfSXl4Sch-fN5Yv-dBjjkzBW8NC2W24b4rlwW6SXKjq7Mt2ZpW8QRJXw6b4b8hW8lMhbb7jJLh5W2MnG_r7125-bW6RyQVk622hzhf4G7hZb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="lvvfn8kI">Rod Cope</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3q3W5q_sQb1_zmdWW650vZr8CgNdhN70qMHy2dXcsW7zmDBy4535KJN45ktHGQ77byW31WgHG5ywzc2W4tdTGx4Fk9WLW6V-0MW8mZ1j2W2VbC468hlcpRN2rbRK7jpt-3W2J1Gh-3gh_ynW17YDpl7q2s84W4zylKQ29Xj9GW7cFrqz2fSv72W6DYLmH45yzJ5VQwfnF24_FLxVRz7p34dvT42VDqnKG3BXv9fW2GfjTz8WwXbKW6x0RC58BqzjXVRGN3x1qVxSKW1D49zz5NSQFPN96KBZjKlnSpW3yNgBQ8BVwdlW385DJ93w2tDKVYnpLh87bLQdf32QN3l04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ioTYEgyP">
<img src="https://cdn.thenewstack.io/media/2026/04/715f3734-open-source-code-1024x723.jpg" alt="Featued image for: PyTorch Foundation Expands AI Stack with Safetensors, ExecuTorch, and Helion" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3mhW8HRSpS97Vy7xW8rGQ0C2LbvPkW43MnQN1lNt69N6Df1FVnQP2qW51xwcX5DDDHWW46qKqC2_xHlsMVp2QXNKSVPW15jhk26jg-x7W1ZDxVK3ZTvb7W4kXxc06T2r2QW3d100j2RdQ9fW8c8Z941HZd8ZW92GRx77dr1x_W2wb_yg90vwjmW7rHkXL3l9TGDW4tz1_z3nHjG7N7c31Ckd2FVrW5Zhw53832vxMVHHD9Q91V-GdW2Z5MGW4GzkY3W6Hbp5J6HNG_vW3fkQZt2WBBPFW30Qhdp1Y3t4fW5FR3CS5F3BV8f1n-4fY04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="wJzoBojZ">
Open Source </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3prW888gcF4lx_wSW5cn4gW7zwpqLVY3qXw1k_g2mVWq03246mdq7N4YN3-sm9VPPW9bxxF77NtM8sW2qXj316Ft9zpV6xFLs3xnthcN7dYnQyMfMymW2vTZqg1ls0jMW7cK7B34gz6hBW5lr94v4T8R_yMfFzWPDlNlFN5dW8Q6BNgdLW2jchf06YdBmmVDqgMt2mJ4pwVgnJlt7N6sr5W48YByF4zK2ccW59H4kX1-ZdndN62v1rvJKDD0W7bT_s77GV_DzW3srjZH2xNsRTW6Mrk7t7JGLvtVmgL0K5_R5vcW8xPBGY7Qd5GnW6VQDx62wHXSzf7YlLnx04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="PApfBjrc">
PyTorch Foundation Expands AI Stack with Safetensors, ExecuTorch, and Helion </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3mdW6mDgcf6_l10dW7t7fjX4TrRZtW7Gm4F_2Wz4CnW7cQVGK8_YG-fW4lrBGb13Nwk7W3PVskC6FRwNvN8sJ0KM1rgXdW46tKzG1NWsLTW6WSVV27J5KP1W89KmfS8tMddYW4NFBHy4JbFKRW7h6dXN6MCg9QVzMv2Z3GTBNTW37092v6kPn2CW4JsLC59frp4hW3pPK0c6WL89wW4MVs_H39PjlzW83YWkh8MdN9ZN7CfZ4qbbglkW9fKyCY1tFV2JW1506mR3pZMYGW9kR7Gs6cbCcDW8SbzBd2m-LhyW2B38bN8_-3Sjf61FDH404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JZrd2Rni">Meredith Shubel</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5nR3bW50kH_H6lZ3pnW6TNljp43WQ0gN6st74krKjXFV_1gGK2m6CnVN3vHQbrgL__kW58Gcm-3pYlkcW5QWG9P8wtJfMW6D3J5Z6Jy6j_W1vD-754mHxG5W7r1NQm5SqYMpV1Wc486scfSRW80kPfv3qMYB2N2qYJRpgkdtWW8clr4x36vDHDW6Vq5cV3-m-0pW5hsghc7N1rrhN76jpmV6dZ_ZW6bY7B01HvFgsW2GYdgv6DSr0MW4XllR72nbJB8W5kB---2CZJ-yVqhn1N760PSmW3Lq7XT6GrPpBN8gtrTrs2DJQW677T3w9hhjXjVznL4f7ZGYKDW6vyh-K21fsB9W802GyV7Q7ZkjW6xnvfW3yf-6QW27md4W7s9XYsW3WL8qF1s_ZVzW99cP1T6W8mvKN1wTytyp8SYBf6k9hrF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="v1xlxzkY">
<img src="https://cdn.thenewstack.io/media/2026/02/33c02ff1-img_2596-scaled-1024x768.jpg" alt="Featued image for: OpenAI’s new $100 tier targets developers hitting Codex (and Claude Code) limits" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3lwW3_yNpr1RDCDwW4vxdFl1kZsFyW8cgJJp4wXqKfW82cNvP7MSSvHW1CcsB_61CYMHW74cNs94n3Z4vW68Z1181BhQsLW63fmmD33mXJ6W48ZdjD3vVHLcW3q_NLV5B8M7wVHlggT93CGChW2lCR4t8MqYMzW2Nkrn67QFG_TW3-DpGS1l6dPtW5CZ3lp6RZ834W2Q82T92_JkpQW149jvR2WRYg1W7JNVQf9k5j9pVq5BKw6PvCspW8__kSd8W5Qk-W12vN365jy2ZYW7H9t3y4K7GMrN25JXHM7x5NKW5XC6y_2n8Gk3f7gQ4ZK04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="pN/bru6R">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5nR3bW50kH_H6lZ3nnW6nxtl181S53DW4KDQlX2777brN4XgdjRskMhNW1kQV1P2xcrf0W1vVL8Y5tTrZQW2Lbzht3hKwGdW7Qjv1G20vkpqVylPF-23JnwLW1NCMBZ8fR038W2s-XGl3q62rkVH6zr46PFS_WW37yB5h2P3N0CW4DHfM_3xX88cN2vPq-F2db3QN37VFYmRV4LFW95rQPJ2WC6VGW7JqzpY8jXm81W2j6CsH13KKp4W3F4p9r1tk-xzVN3BW08b7lmfW5S9-zz8jlp34W47Rr1K1hMctnW3Zjv5Z24pJ1wW76vCng4wxGGLVcpZtl2qJS2xW3TSGYB2r4mw3W8NszYm7GT3tMN7vC2q6Dq5zcW85H3-88nHpYjVqPL3B6h6L-gW1FmRfW3y-1GpTwvZR4DGzx7f7dWjZz04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="veBWr70I">
OpenAI's new $100 tier targets developers hitting Codex (and Claude Code) limits </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3llW4q4zYw8lTYmmW50DBg83VpXySN5RlZYFPWHx_W4_S2sh535mS1W5KTtSP76ccv5W7sYNW23vS9jtW2dC6RX3hZQSjW8kzB0v1pzpBCW7M9Nx18g1H5MW9c3VgG3H60yWW3sHmcS3sSgWFW5671nq6pHdM9N6-Lfvw4ycgYVkls4W4BH0vSW5kXYmJ65lZ2QW42VwCn8qLJH0W2RyWFW1WH2n5Vnx7P1413XHvW5SyJX03zfx0LW8wsFw03jNl3MW5fVjDQ2W1Zh1W2Kxg0X3c1b4NW6QlJMv19DB4-W7PqybX9kRBMtW5Lbsmm5JK5ByW310tHl6Hvj9Zf6CpvpY04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5H3qgz0W8wLKSR6lZ3n8W7XGK7z7FCYKHW4qYxCj7p_8QjN7kwCqN_5PVKW7DM5CZ32qKrtW4W1BY92VWw8wW5kf7GW5CxGXRW3P80Tk2v7xfJW6ZDLRS4YbwStW4CqCpm1lfqVpW6d4W9c4Sz_V8V6XWmn5mwfZgVlxx3G3D_13hN8qyvm8FwZ1HW67Wm_J6vsXyPW8g1BWx1C6J4vVN3DTS3cSvP3W4NZ5Sr59T9ztW56svlz7Z6H-NW6-xj2J6X24bCW6zjsDl2_LBwqW78WlJY4qWDPHW7tQHT97xZLKFW62fjFk7M7VCxVQB4fm5qB42fN2w6fb-PT9pnW5J8Dbz3Q6cT_Vbp8Wk95FcqLW2d1Nsq7DSd0wf6XjdjC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ujnu45vG">
<img src="https://cdn.thenewstack.io/media/2026/04/79844667-barsrsind-xbofk8ciq9g-unsplash-1024x819.jpg" alt="Featued image for: Replit taps RevenueCat to help vibe-coders make money" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3pVN4BTq0B6mJKDW7P68lv3TsKlGW5Kcswq5ZgScsW2dF6dx2TxSZBW1y6cbS1fPPGGV65Mnb8szt0hN3P0gxbwyLhKW7fhL7g4D3H3jW1Dqyj16tcx-PN5ctv0SlwQ-0W2SJD2w58LGYcVHNYQ73gRSMLW8Bmyf28P1mm0Vp5NvP3rCHGjW29l2LG17qFKMW6ZdrK3142npRVZjTr4400spdW90_0vn7NwlW0N7tSqQyDrxsyW2ngJNz8hXLyMVyqCSM3jPnlJW6XGsnN25Mwb7W3bCX8C3kLr0mVD32ZR2_G1VBf1_6TNF04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="2QlsZ16V">
Vibe Coding </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5H3qgz0W8wLKSR6lZ3nMW7YzhJk7NMw7pW2Lk6BV1MhvLJW4sTBls18b238W5SX8mH4M95zwW9lvQly3dNzXXN5cY_B8D-DvPW26cvDp8F-QjJW1gpY8z6lc-6MW7xyB0397cmWSW66Drvm11TdvmW5VG3Hf8xpc7DW1bG2hB5YmjFfW88h80t5D9JD9W12KKzx1QhxpFW5t3BB856fwfxN76Fzh9DTYdDW7ZLs0f4gHNxJW3sqJRf1YZpJcW2R_kJj6D3C5kW5F8z573YP2G2N70b405h50gbN7flnhVmhjrLW6D6_xC4P4cHwW1XFgYT7MPgRxW75j9C-7vmsSHW1sV0zc88rLS8W1dK2zV6cVrQWW4zRK6T8LSPkpf6SvH6R04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="vG6Og415">
Replit taps RevenueCat to help vibe-coders make money </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3m8W68MGPV8PmdlHW2BLwZM5dgTd7VnS46g8Vjpm6W8xHSjd3Pz9sDW24RPwl3x4NMHW4ywLtH92DNjxW5Dq9Qr1M7qNtW5s60jc7JHWzDW21bkDL8rBwXGW44J6fn7y7PkgN8LbbPsSQYCGVx9fx-3RWKW0W6MvGN83YjnYGVP9H-01zFXy6W5S4PVb7RBtJzW2xQNGM6vNZQ1W5d-mL11wmklqW3zpWLy60kQxKW86YfF08VQCJLVGsj3c78fRdhN1_VRT05h-n-N47qRW2sgDJVW7PlsFB4QXTj7VsKD-Z5ht104W3Y6vkz8Jtsk0W1qRZsp1pW6nHf5L6t6s04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP">Paul Sawers</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5nR3bW50kH_H6lZ3lcW7t7qk08qgTv3W2wRlQf1SVwMQW5fnf5_32v3yyW5tyfNv97xxcFW4601TD6XGX4xN35sPnfcj1l4VSgSpN7nYHz5W3xkCGp6j9GjLVRsZh91wCxX_W2TsPbd2NX9svW9kVR0K4Mb99kW92sNNh1p4v_6Ml1BkrMwGqjW5tBzSc6-w26SW9gN9YW1BsYPrW1PJ62x4xzWx7VRVQ4W8r2n88W2sDLJQ5plnhrN3jDr-147MvvW8vq-2Z9hwGgfW27_5bC2W4FMCW2dlYQD7Ms85YW45Bw3q4gYnHmW5grl026XSbVQW5dph4b5SqZNGW5sF6JV4Qg2FbW8xj3J417gjWyVdTPrv1T9K28W4V8NQZ9gsDtHW3fd4Q-5bNZ-7W7RSzq_28SZz3VxNCwN8JyL3gf1DPxSY04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="PopiXj/Z">
<img src="https://cdn.thenewstack.io/media/2026/04/6e6875bd-cowork-ga-yt-x-thumbnail-1920x1080-1-1024x576.png" alt="Featued image for: Anthropic takes Claude Cowork out of preview and straight into the enterprise" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3lRVxn7t_5Fq-xbVr3rZ59kCP9VW3-H4xK776fnFW6mpnWJ6b6ZzlN7fKkHNx9CyNW2c2PSk4n1gVJW1qPv8h55Rm7zN4yWzMDVlVBrW7Lm3995_sqHgW6cfrwx6wrnRXW33CgC88vP-J2W5XWdSB6zc7pZW1qkG9y3yG7q2MvjtjbhHJZ9W790Y6448sGcZW5gTpd845VRn9W1F6dCv6PL6nzW67zNN-1B_fvqN2WQw8MRH0G-W3QTYVs2j_7wrW58x18N2RzwlmW4jdzd28g9ndCW7YxvZ36jMPVRW6h7Yhp3_Z0RJf1DHWXv04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="IQKX3GsV">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5nR3bW50kH_H6lZ3l2W69Mhrz5JfYDJVHdcHP4d8gqgW3bJxpF861pR-W7x9gJz3T1HGsW6mwj598fCqvsW13tM2p3Jzf1kW4YqPsX5B64czW6yb1GZ1yB3CbW93Ysl53GSMqhW4StcsW8jyFBrW2byZsN9328TqW1lzcnQ2TW07JN34RpTkyZkwnW3BkSvn7cvlTXW6fBwL36BGFG2W6xt_Cg7qtP0hW75QLrk30s_z-W94cVV24S1LSkW7F8bhq16gK7XW4B--1n8XCCkYW38Q5bD1zRy9pW3bmNYW5T6FkhW3GJk7L2sVlYBW9bq3528C1s24W6Sb3Bl6QzzQhW8xCkWg6PNjlQVs-Y6N5whqNLVPnd6Z85NLKGW1xtB241yBGq0W5jlw5r8llGdBW7t83Y63BjmJkW58R44g8XNlyvf25C0V604" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="o28Qn3FT">
Anthropic takes Claude Cowork out of preview and straight into the enterprise </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3kqW7RBj572CwrVwVn9FKr6bZdc1W7plwqX8YXXgzW7QwjVt6TYfN9VSvttx4DJqrsW5HPPfx44z3d8W9gj51y60CpF9W6fM9Cc25wscNN7VsCJp7pp2GVFcDNR6ygz_QV73TcY8YpY9sW3gG8wc1TG-4SW26t_3k8kc5FnW48WwT72MhVbbW3ymDKW1j7hB9W70GcWx1lVGGqW69xhPM34nZVQW2ZWNRC2Mpl-LW1Qw_Sv83tqmwW5v6_Kq7dz__bW4P7vrP61nVJTN77Tpzxk6X0DW6H6bP593p3cQW5TmJpQ7F_h66N3RnBy14NMSwW94-F9H6q-Mvtf8WhnNF04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="MLoEWkA0">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5H3qgz0W8wLKSR6lZ3mcW21FbH38QB_ccW5PZdd73DdVnvW5cCtDv2b9pgkW6hbmb7268fh1N8xZX_tXFdYWN5PyMtTH7ZcgW3bxRt-7-qjXLW8fVq2t5YNCWQW1hCfBr2f93kKW3bmj341QFJFFW2wKxqL1wvBz8W1pM6bz5rg2m1W48f60g2Csy0gW5d5wzM7rYYhlN5HZzhZJ9yp5W6g1Zfw10dtvJW61KnkQ6XV_1gW8RKZNb93N_0lW1jnYbh1fydqjW84Qm1n1kV-QqW9lYrMp1WBGt8W1-bT9J2JH1zxW5v5sW-5sMBn8W2bXGPq6PcjRLW63tf2b1wvKjfN7nXXG2ngv8-W6z4wGb4gDPxfVXmyMc5bBNX3f3t-78404" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="zDJfW3rL">
<img src="https://cdn.thenewstack.io/media/2026/04/4a80336a-img_3449-edit-1024x768.jpg" alt="Featued image for: AWS wants to register your AI agents" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3mxW5WhXPf8Cv0BnW4gtzK61fZCd1VYMPMB2v1vlPW2B4Ljg2YjrXLW49Mzb52H9rBLW6Fx0NH2RRxchW65Kzbs8zgnDNW57gN9r2rq_X3VdNnjy5RY8kNW4kLGQd1qQsZjW6GbyGw6kPhYDW3jXnzY3THpcZW3Fh_YW5tB8bfW16nfdk2Bm9pYW6m1tgg3Xr16cW3V45tS14xpLPW8X6_9l41SvW9W6ncxWQ59GYgvW1GyL_M6byyyBN1LLC1zpK4cVW6FGSLC8QZyblN4St0VtXjyqrW8XjGFl1PblWsW32gxTs1p6TrHf329Ghl04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="R2woYpZE">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5H3qgz0W8wLKSR6lZ3kCW89WlFn1kQRV5W4N4Q_m4D53w5W7BPqm41bKhZsW6-Pm0r4Y5zrGW2d1GlQ5d9RqkW54Yyc38LHr9gW4bbf4S1K3rQqW4YNsWG8yPFFxW19GnB21dW-DSW7K_QfN3VZ7NKW5mYwBQ7BVK-rW8tYG6_6sTCTWW2wn9lh1f1Y4SW2-p4bC3BCktnW77Pps-4cLB2sW6nPCJd7KB6RHW8GzvbQ5333tkW4Qhs8Y711MYHW6lptHd61rPjmW1xBd-F4CmzntW96Y_0J6zyLnKW6sKT6Q2BHx3BW8SPDyY94twrvW42BlJM8nv8fWW4txxzG69-xn2W1tLjZ475WR-2W1pcyVZ2bRRNSW7xkJDM3HGp6Yf4RkwSz04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="rvmf6UJM">
AWS wants to register your AI agents </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3lkN8ZJMJj-ZcVvN1Z2YMHMPDD1W2rmRJH5Hy6zrW7x2yDn7CNdWpW4_QWWg53cP7bVmG3947yl4p0W26PxfJ7qM4KYW7KG1gY41sPpwW1nckgd4TSHJzW2RFfmG4Q4ZX2W89vjnY5byYh6W8hRpTr1kgfjNN91-82KWSkSGN5-nVhYYJqH2VSz5N21-9xRPW1Nrccv5DQwY_W8Hcf0J9gqtMpW5XHLhj3nrxPXW67LbVM8Qvx_lW2QjqHS5YqSdgW3sJQtC9j-5spN78tXc7P8n98W7qYJrR1wBjTZW91cRhm2hm-wyW8Rgzqx4-_jt2W3z8YWL9fxH9Ff8ykhd-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="gtOzOm9J">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5nR3bW50kH_H6lZ3pFW4HfbgZ620DHmW5Q5fqX2NMXvlW8m2YJP8lWLqqVpT_N63GMt_7W1P1Zrv8GL3lHW34dmjf7bNrF5W1Y209r3XbhBNW7-HFcq6bTwZLW83n_Mr2J0g3cW4fBfCx47wn0tW7jCJVG2WsKH7W2zH1VF8xzQQlW8dbJtg4_wjv_W8SngKQ30mDkHW60Ywn78QWMZtW91nQFL23wbHQW92ZftD1CSMW6W7ldbdG8hL4-nMlYyFGrt4QZVnsgwB5XqZXlW4JBljv69-LlPW91p-sZ948B39W18Sq6B3mp3chW5_jplL1B_gPGN5-X1LnqSXnKVS4SCW3BVM1bW1F3bFf1k1f9FW4SckDW1831RLW8qFsD48-f3FKW5ySTrj3KFRNkW15ZXHJ2FTkdgW3Rrm2H6KMd48f3Gd3tz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ZP0B5JZG">
<img src="https://cdn.thenewstack.io/media/2026/04/e32614c4-thumbnail-2-1024x576.png" alt="Featued image for: The next stages of AI conformance in the cloud-native, open-source world" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3kTW8V_F_Y2w9BrtW1kjVlT12F8Y-W98rGC37wRn0kW3lKBZP6Brr6FW8gqx6j5R7lWlW4tTQ1x2WQMcvW3nSDgR4q_PVpN89T8q-wr0RMN5LZl7d1Bd88W1gzPvF95wHRfW49wM1R732R4-N7DwYvWR2dNfW4JF_Yt7z3cFNW1_DB4V40WP8dW26gf6x24cq55W1SrMNv8rt8mSVnRH8B8v23DRW9lQ7YW469YzJVtPnzY6BxHC_W2SFghc8_JGlKW8mHcZY23MkmKW1CWCnP82mC6ZW7PqDGg58vGjPVsktX756Bwy9N1-0vPmR1LNQW66Pj8D9bSt7Cf5dJqWW04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="ntjw0GNa">
KubeCon Cloudnativecon EU 2026 </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5nR3bW50kH_H6lZ3nWW4vnfJK2-WXG-W3B41JM6kyFYxW2VGgyw31VwVkW5-j6bS1X9b66W721CQq71CpFyN1jFRJTg-mvSW60RWjF5K7wZzW15bMDg5F-HbxW74J6yP1K5lsPW4DwgcR6X6rVxW6QBmMm6MQYvwW2yx5Ys577FhbW93CvwX8m2HnkW5rWfDT2HhxpnW6l4SHK3Q0JrfW1-hmHq6vVSHKW27gXqC1mNwWYVQgy4l2vtVFzVJS6sk1NBs6hVTYWBs7PZr9fW86q5lY26nX4CW2_nF156-8l2hW78Ty4w4RrgXDW5cMbvB7WVMpyVT3Qls6JmV80W7s-6Hg5wByxFW1KDRS-3WxxxcW1ng2901xz0ptW1QvGNL7x0fh8W3D8Kzw5qSTvCW8-Vskg2x5zMcW1PqjFW8Dnrymf9lG80s04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="n4WG1w42">
The next stages of AI conformance in the cloud-native, open-source world </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3m2N6-5G5kgFbcKV34hLq5hGX9YW6jCXW_7WFMs6VVXFml32cDdzW53PLc17v3XKVW51Mqw46RdNXzW1Xr0Xm3rFHV5W7BMVR-5ThxGQVQwbgJ1mgr78W36yZxH5zx6xwN8X7wK-sgyHrV2CX891h1zwZW436Z-R8jFnyMW7QX6Kk5VMvrgW7WY_zf95mShDW2KZGgj5LPG3hW2vynjQ2MvT7XW569p3W5f0jh9W8M9D7G56m0rNW8GLcMh3z_7xxW5mzD3F4ckXPtW9m1qD83glxkTW6vdcZv1-ghk6W5bYYbw6D0CNxW41cK7f4-PGvyW5GzCsC4fyDNFf60n8C004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+NAAcK94">Jennifer Riggins</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3mtW5nJLtx5h5XY4W7G8VqQ5fdZbZW4ptWqv4WbpqWW3CMLZY3h4F_6W7H3-102rtcGkN6MbwgsTN9r2W6Z5p3s36n43SW489g9j21G2wyW5RdD9Z7SQMk7VDHsdk39V5lqW7_f80n7jMVyJF2_8YMk-6YcVH2Rtg80YXZRW90PTzb97kshkW2tFd2_58sMr_VtYwYd7x3DczW9gDb6n4wBzxLW1X76wq43rh3HW889bYw8_jGWbW6d4PQP1ZcDDkN2YpLdhXTTS3W3-0srY17Y4H0W5blf4w83mZyqW5y46wX7bp53cW5X7t833rg30BW8BL-N926PXFWf3KfSdR04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="NyzCf0hk">
<img src="https://cdn.thenewstack.io/media/2026/04/6ce2f7c2-andania-humaira-_ncla4100lq-unsplash-1024x745.jpg" alt="Featued image for: Open source maintainers are drowning in AI-generated pull requests. Enterprise teams are next." width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3m8W5jg_FP2S5XDcW2g2NxB2p0jQKW14DVNj5J2GG1W1CdLX73ZwFZzVT7LbV6kBrRNW4S3t0r6rTnzyW1QwWSB1H6X7gW8nWhbn765ZSsW5y_XRn4TSnVKW9jbnfJ22kthlN1fm3bfnp_HqN2CNFwkfxf6tW3qsHdg1QZ-mFW5FF5lW6FyfzpW8YfqrH1F25zbW8ywGtg8LqnBWW73mpPL18H7TxW3DGbmH1H3hsXW22vHTq5zC-7LW5yDjfW44f5p_W8bVwB83KJFvjW7KCLVg16sl2QW1yyK5w7VPtmbW5mmN2l3N2y0Kf8JTQMH04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="/E7A4i/z">
AI Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3mkW5mz0-x9d5ZzRMvf1b785VcXW4CkLqG1c4Dc9W6WZM1f779gm1W5RXKVB1_1p7HN6NXBvCX106sVPFr4T4HT-QnN1MqPJDDP99QW7dw8tk1yDLWvW5FDc5039MvLnW8bJDvQ7lGmVwN730g9blXcPbW3Fwn5616s107W2XXgv_2XG7wjN3F6Y95jMhG0W1srlHc6tx5-2N3p3FgtCq3BtW7YdPq_8nK-NNMM08yKSfBFlN8zPXBGRXlLpW4yTxk21kZ4BbN2VW9C9qXbKRW3f3lBC6JFdxzW1Rl2P93tyXKvW2dpnSs7DrByfW7qLnSW4bWH83f7SzYFd04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="N+XYNJWd">
Open source maintainers are drowning in AI-generated pull requests. Enterprise teams are next. </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3pBW2b52N521vfZkW4gYHW68d6LHtVRmt8w6-zL-xW59mRg-6TZRDFW9fR3pX43cD5qW88JNrq5Rp7Z7W2hTMMG1CybG2VBtBvJ7gvFKzW57kRbV5N5gM-W1k3TZs5mKL_pW2cQdLF5RlKvfW39yHTK5vLvJ_W8NgG_w2M-3LcV1L2MR4wBbvCN73YLYRKgfXmW22p2z62C57njW3W2v8g1-8ZxZN3tRnwcfYLB5W898rCC7ck_P3VjLQ9y7zM70gW3j5NHt93V6hgW1cM9sR38r7MnW4YtgZH6_m_c9W3d-YCP3sNDfCW6DD7GX26tPKLV-49wg4-K0W1f95L2fF04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="o9L0BuRn">Arjun Iyer</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3lRW83fQxn36SxtPW2PVmJ43-YvsjW4qLMhP3b5FD6N5PvYYcqK75nW1Cx0px4MPgq9W9hv-wx5t9QxbW4y76Gr7phzKQW9fQz9T3CfJSYW95BshM5f_5h7W3mv3m45XV2PHW2jBz-s8vYZK1N3MVqB4GP80lW6GNmn_63ZDwbW1lNQCt1XCX-lW4fxzZ7393w-gN2zyyxHTHmSBN3fS55jRqFxpN3nqt6xptG2zW3QJT0L1jjk6xW1Br6b74gFZzvV2RB9t86hrrjW5ZjT6v18FT0sW7BjC3L167ClYVFRSsy1h55FtW2wpssg1NZ6vrW4yZ6zd3l68pKf8TbF4j04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="FQkPVgix">
<img src="https://cdn.thenewstack.io/media/2026/04/d5ab3eed-erone-stuff-477dcw0pgpo-unsplash-1024x787.jpg" alt="Featued image for: Ramp targets AI’s fastest-growing cost: spend that’s hard to track" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543qgz0W7lCdLW6lZ3kqN5F-sZNTV9P6W1lTg_H53-00pW5H17Ns2056x4N6zpbR-CRSSGW7MT8m-6FhKlsW8ZK0P77sW-cpW73Qcft3lyCjNW3cHlSy21RCHHW21_8lm77Cjz1W1x1_pp61w6kXW1wG9Nq2rf3M6W3TLHZf1f7Bx4W51kSX71krncHW5CQrd42N86X0W5l_GSC6VcFKZVlB6d_7dpf6qW7nqMfj4-wb2hW7FSwXz5GRLmkW2yRWyQ2Ydq8kV9VdBs8zq5dKW8bF5g73ZpRxNW7JCB6H6pR7csW8S-qjT8zZyWJW23gY9v21zZWbf8mfGPj04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="q3EjbHxT">
FinOps </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3qgz0W7Y8-PT6lZ3nNM75mp9WKnw4W2G7MWC4Q1ZLFN1b68bVkLrdxW1GLPSZ6MnqsYW8pqDPv13xm0KW1Ss_4g74_m7_W7HTXDj6mdg5SW69D36t54Y9K6W78pDQh346kd7W3VBGpm3f9T3jW1Hk5N72DvXNdW9jk0b55p9SmWVcQy9t60kdZBN4lQfQ3qYR-1W6H5_fg7W6k5sW8WTV7M5glkmtW2PkW7G5gfvkKW7snrfb4rXrGxW4cv29k2xdSj8W13BvwB80lgmxF4KNK1XMcf5W7pvcx-5pX57tW8_7Lms168CB3W1-cHZK4QRJ1lW6zgB8d7NH7PLW3c_J5C3sp6y7f3XH73l04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="a23iKYTK">
Ramp targets AI’s fastest-growing cost: spend that’s hard to track </a>
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<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
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<h1 style="font-size:24px; line-height:1.1">Why Broadcom gave Velero to the CNCF Sandbox — and what it means for Kubernetes data protection</h1>
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<div class="post-excerpt">In this episode of <em>The New Stack</em> podcast with Dilpreet Bindra, senior director, engineering, VMware by Broadcom, we look at how Broadcom is extending its support for Kubernetes and key projects for cloud native. The podcast was recorded live in Amsterdam during KubeCon + CloudNativeCon Europe 2026.</div>
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CATCH THE EPISODE </div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
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Break the cycle of spending $250bn on manual IT operations with the IT knowledge graph </div>
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Rules-based automation solves only 20% of IT problems, leaving a $250 billion manual burden. BigPanda’s IT Knowledge Graph fixes this by connecting fragmented data and institutional knowledge. Learn how this shift drives 430% ROI and reduces outages by replacing reactive, manual operations. </div>
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The TeamPCP attacks are a warning: Your CI/CD pipeline is the new front line </div>
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TeamPCP attacks show CI/CD pipelines are the new security front line. Dan Lorenc shares how to fix flawed supply chain trust assumptions. </div>
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Moving beyond the “magic scaling sauce” myth </div>
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Learn how to scale data-intensive applications effectively with this exclusive excerpt from Martin Kleppmann and Chris Riccomini. </div>
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Plus: Why data governance is the secret to AI agent success.
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(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4v5m_5PW69t95C6lZ3pQW6YhTDv3YCy7WW6f_qZh1jbCfXW7JKZ_m54KSr_W4Ly7MM7k-_YdW77C3zl7CXtX4V1qpKC1b_tvCW4Pn2Ng1bNXzWW4rTDnJ73Mh0NW32-fyh9kNnDPW6__2x52psc0tW86KmJf25KSQQW9gmWnN7yZxJ1N4LMKRQl50BTN3RCWwF2Bhy-W2zQwFF5S4Lr8W8vhXVB6bJY33W4BXXF54hVr2CN4p56m6ZjKclW6bH-Rt7dvpf1W2JN2JW4zP2FYW4jlxJ28v5-82W3pzZtc5_8G5JN1lMr-hNPj-PW5K8w498pdM1tN7BztxTGp0T2W73xGks6yb3pJVpp5s96rxShCW8f3d2v3H6K9kW7qbptM3j5SG2W4JJKQw28Yj5vW7w1Vmj39yQqZW4sQ2Fj6bCsS5W8WMxZk1l5gB_W95QRsM9gNQ_kW7LJBzN8hPLPYW6ZkVJG4RGH8Rdxs4zx04 )
April 10, 2026
Where are the guardrails?
Sooner or later, any discussion about AI agents touches upon guardrails, but SkipLabs founder Julien Verlaguet tells The New Stack’s Darryl Taft that most AI guardrails are just prompt engineering. “I don’t see anybody who is trying to build real guardrails and real tooling from scratch,” he says
SkipLabs’ Skipper agent pairs an incremental TypeScript implementation with a reactive runtime that reruns only affected tests and updates live services without downtime. On internal benchmarks, it passes more than 90% of backend service tests versus 20% for Claude Code (though Claude Code is a more generalist agent, of course).
One of the arguments the SkipLabs team is making as it extrapolates the current agentic AI trends into the future: if agents are writing the code, the tools shouldn’t be optimized for human readability — that only holds the agents back. Skipper’s TypeScript-compatible type checker is deliberately stricter than standard TypeScript. That’s harder for humans to work with, but more useful for AI reasoning about cause and effect in a codebase.
Go deeper: Where are the guardrails everyone promised for AI? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3nDW1l17QN22L2qnN901WR8x8QkfW81RRVl7yT64MW7Jhlxb5M4fkLW7trPxl4VRv05W7h0r1q13srHVN4718pQJwg20W4fR36H8HTBqCW2WGDvt3TnnqvW5wqzWz3BW49GW2RCHLs3h0HR3W16gv7Z4KtdcyW41tB-v2qNVbqW5xgbfD3GqpTnW1GdPT13CFhybVcYMR_1x_rK9W7DSMWK1WWf64W14_KvY3QXDvZW8sz61-1-KrbZW7cC1KZ5Q8XK_W4ySs1P4GTg9SW2vGr-F8Sk8cRW8PZwyt2Ml47YW1GDKr63jv7BmW7vtswb6wwjz8N1scJB4XWtNCdBPYk204 )
More reads before you head into the weekend:
- Why data governance is the secret to AI agent success (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3l1W7q6L7s9hC9_KW72p5xg24Ys10VMYt5X3wrglMW3vtbll5n10z-W6vZB011BvL3sW8YZs9P60qq_NVPFgDM4F1S2qW433jTy5lWxJKN2zfX1-LtSMsW7cplQ68FtTVPW3nL7b73LPNQpW1FLSK57DQNkYW4kmDTW9lj_CjW5z52PP1g73G6W4z7Xgw3Zq7PRW1vr0lj6-fHVGW8LkznF9fFY8PW40jdLg80dtnfW8-0yfv1gLWl4W3Rq7sp3Tbv-xN84x7Khs3ltBW4sKMk48VccSYW3SHtK476bdzyN5Kmc-xKlcdDf1_gJ2C04 )
- How to build an AI-powered private document search app with RAG, ChromaDB, and memory (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3ncW8W3N5H2dfh81W5SQp_P4QZHlBW6mgLqv7kbw_xW6Bvmmb2D4NmTW6ZPBzp7BSH3JW8jR8-H11ylqRW21WG506g-VnjW2rxq0p185jGhVmQgTh6g8YDBW6TfPMb4cJLYSW3YrWhV8bJ1RCW5V0wzg73cnQHW4tQfjq4Kqf33W5KdvVf3jWz0BW52K14s60m0-SW8Kc7l99lYRG0W1PlddM1HnGskW6TkM2T85XVWyV6WQ4k5tjgdvM2j6npN6PS_Vz_23_7PjYkTW3Rfd2M1JfclWW6nnPsT1N02WHW80l3td2T322nd9_Vsd04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3ltW5Kd0Nl8Cccg_W19G5Jj3vjbLpW3ps0Q85N0RrYW5FXlsD8V5VVzW6kTdkB5dLPW2W7B2h-g1y680JV7wjLh75LXSDW5FQNv_22jLKwW1q_Lzp7Py6flW8kH0bt4ysybnN2w8Pm0wMG8nW97HZVr2b1_K9W1HJJ5936Wk23W2rSr1R97N50zW4q_c9k8m4FnVVNbfh039f_kmW8sfTD688vbYMN3RWgzn773hmN3H7gktGh3LyW8m4T3j2z8gSLW271MMc1hDyncW7q6XRZ8Fz97cW5_PvBX80w_RVW26sVv82VsJv7f5J_brq04 )
TOP OF THE STACK
Where are the guardrails everyone promised for AI?
by Darryl K. Taft (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3p_W2xF1mT5NgN34N2qX2VTLmhmMW3spM_d9bZYfGW2jGylv7KtYnQW5dl9wc3tB8tjW8MpJTh801wHFN6d9bDMbcjqTV3kx_35RVdbYN5srbNbjSkWvN4qPqmDwL7z_W4G0tzG17cLx7N35-vGTK3cgjW6nnxYn6qv1N4W4FRwzl1rsn4cVT85hd9h75CNN2jXN3Bbyy1MW4nR1QN8-38QZVwFdbC4gldn4W3jT5Sx9l8-CzW6Ry_fN6P2wDGW1f_XrQ8W_yk9W1BCXRh7zTbXgW5yv32X2j-P6bVK2qjJ5ZbXldf5gZK7K04 )
Featued image for: Where are the guardrails everyone promised for AI? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3pHW2Lcj5c3ywcMZW2Yc5wM6xZmrbN1KtjV77NC4XW7XHyDl4tvYpPW5GsjVY5ZMYGkW7vqCHp7_n8SnW270T464kvZpjW7bbjq14ZFqVbW48KyYy7bM0v9W6lTjC33M6fsXVhrnN17Mq7xQN1Cp6FLdJ2wYW1Dw6h73C8TjZN1vWw04z4xRzV2s-Rq4Z_HTzW24vz745NxH18VzyNVx282ykPW6F3nyr3sH-3kW8ySFNW2-H2VVN54yyvH_nF_JW3zmkQ45dxVhvVjlvfs6KTqHFW1QkqVr7BJ5G5W7Yqrpt8BLfQqW13z3g61r1nJFMW9y80Gl0WXdN1p0H04 )
SkipLabs founder Julien Verlaguet says most AI guardrail claims are just better prompting. He's building the infrastructure layer to prove the difference.
Everyone says AI needs guardrails. Julien Verlaguet wants to know who is actually building them.
Verlaguet, founder of SkipLabs, has spent the last year asking that question, but he doesn't like the answers he keeps finding....
READ MORE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3pHW2Lcj5c3ywcMZW2Yc5wM6xZmrbN1KtjV77NC4XW7XHyDl4tvYpPW5GsjVY5ZMYGkW7vqCHp7_n8SnW270T464kvZpjW7bbjq14ZFqVbW48KyYy7bM0v9W6lTjC33M6fsXVhrnN17Mq7xQN1Cp6FLdJ2wYW1Dw6h73C8TjZN1vWw04z4xRzV2s-Rq4Z_HTzW24vz745NxH18VzyNVx282ykPW6F3nyr3sH-3kW8ySFNW2-H2VVN54yyvH_nF_JW3zmkQ45dxVhvVjlvfs6KTqHFW1QkqVr7BJ5G5W7Yqrpt8BLfQqW13z3g61r1nJFMW9y80Gl0WXdN1p0H04 )
The next step for continuous delivery: An IDP-driven platform
Continuous Delivery solved deployment, but it hasn’t solved the ‘access’ problem. As AI speeds up coding, pipelines remain gated by tribal knowledge and manual handoffs. Join us on April 23 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5-3gP0xW95jsWP6lZ3lmN4r2ffzZfDMdW4y4qVd480HvcW8SCG7g64JZp6W3bX2yH1gPVrwW8HLQgC8r502yW1phmNG1S2hJmVrQ0tR1WXYlBW4NcLNV7lZ8_ZN8fHqs1PgpRRW4Ss70R4_6ZngN7v4NkWLRGnYW1SGW8_6VXZx9W6kYYCn5K4YGFW2wdR5_8-KVqtW5zNgMH4h1-5yW6lrGXM93q67GN1x9H4q9_2qDW7cx8BD1zYRN8W2NWkqb4SFlSkW144LPB6S-xYDW7bQ02x6ZkdxhW6gVwHQ2V7LwzW8cVgJl1P1dTmW5RyP7j4sKfHPW93BM3-4DWlfsW3ssGZT73SBHMVFpcP82QFv-dW6VfKxJ4BmLDhVxVWbD1LT_wbW8nN21q5nKB_gd6mKDb04 ) to learn how platform teams bridge the gap between catalog data, environments, and pipelines to eliminate friction and automate consistency.
REGISTER NOW
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5-3gP0xW95jsWP6lZ3lmN4r2ffzZfDMdW4y4qVd480HvcW8SCG7g64JZp6W3bX2yH1gPVrwW8HLQgC8r502yW1phmNG1S2hJmVrQ0tR1WXYlBW4NcLNV7lZ8_ZN8fHqs1PgpRRW4Ss70R4_6ZngN7v4NkWLRGnYW1SGW8_6VXZx9W6kYYCn5K4YGFW2wdR5_8-KVqtW5zNgMH4h1-5yW6lrGXM93q67GN1x9H4q9_2qDW7cx8BD1zYRN8W2NWkqb4SFlSkW144LPB6S-xYDW7bQ02x6ZkdxhW6gVwHQ2V7LwzW8cVgJl1P1dTmW5RyP7j4sKfHPW93BM3-4DWlfsW3ssGZT73SBHMVFpcP82QFv-dW6VfKxJ4BmLDhVxVWbD1LT_wbW8nN21q5nKB_gd6mKDb04 )
WHAT ELSE IS NEW?
Featued image for: How to build an AI-powered private document search app with RAG, ChromaDB, and memory (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3ncW8W3N5H2dfh81W5SQp_P4QZHlBW6mgLqv7kbw_xW6Bvmmb2D4NmTW6ZPBzp7BSH3JW8jR8-H11ylqRW21WG506g-VnjW2rxq0p185jGhVmQgTh6g8YDBW6TfPMb4cJLYSW3YrWhV8bJ1RCW5V0wzg73cnQHW4tQfjq4Kqf33W5KdvVf3jWz0BW52K14s60m0-SW8Kc7l99lYRG0W1PlddM1HnGskW6TkM2T85XVWyV6WQ4k5tjgdvM2j6npN6PS_Vz_23_7PjYkTW3Rfd2M1JfclWW6nnPsT1N02WHW80l3td2T322nd9_Vsd04 )
AI Engineering (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3nGW23vth18sQHKmN4Wn1QCbCNk6W3K5WZT1ZTxlKW1-R4Ks5N55swW9db2SD8TpK6BW3DQTgx2nfbgbN8D_sBB9PnDDW6jwSZ813_HbkW60Pbvh6qRFNRW6nlDsD8x0T6FW3NXMPW6nWXsQVsgsBp2RrbgfN43pQSzJ9415N610xChtkZp7W3H6Dhm3zQqB1W3t-GbX2zvyc6W3KQ4MF2mwS2_W7-5kxt7QYS4SW8m4RCd1FTl_kW6R0Nnn46qFZkW1tRjhX1S8gSyW2QSfzp4pp0y8VgblD63kg5r1VKJR-H8kV3vCf3NzkJg04 )
How to build an AI-powered private document search app with RAG, ChromaDB, and memory (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3ncW8W3N5H2dfh81W5SQp_P4QZHlBW6mgLqv7kbw_xW6Bvmmb2D4NmTW6ZPBzp7BSH3JW8jR8-H11ylqRW21WG506g-VnjW2rxq0p185jGhVmQgTh6g8YDBW6TfPMb4cJLYSW3YrWhV8bJ1RCW5V0wzg73cnQHW4tQfjq4Kqf33W5KdvVf3jWz0BW52K14s60m0-SW8Kc7l99lYRG0W1PlddM1HnGskW6TkM2T85XVWyV6WQ4k5tjgdvM2j6npN6PS_Vz_23_7PjYkTW3Rfd2M1JfclWW6nnPsT1N02WHW80l3td2T322nd9_Vsd04 )
by Teri Eyenike (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3kNW5WX4jH7N3LPVW6GKbVw7NT2bHW8YFshR7RkMfjW1XfDN53wHPmVW78vT2-3sh3rrVWzBSx5QNHVkVzDQ4R5NGMkTN5_9JPZJS6HrW1k7JLk3mKmghN3vv24vLRWhtW9bWN6r4yNSy5VzQQSX6W5LMsVygjW079kdGTW8zN0ll7HfGm7W6cbglV5bdnVdW3BS-BY3r5TrSW3YpjdX77LVplW1hcfKj4JdJF6W8rRGS23Lk1_nW4ZGplh27w5HcW9g_M6V8f60-CW3xHMpj2TrHyyW66VDs78PlpzGW49lkNd1d--9xf8DqjH804 )
Featued image for: Why data governance is the secret to AI agent success (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3l1W7q6L7s9hC9_KW72p5xg24Ys10VMYt5X3wrglMW3vtbll5n10z-W6vZB011BvL3sW8YZs9P60qq_NVPFgDM4F1S2qW433jTy5lWxJKN2zfX1-LtSMsW7cplQ68FtTVPW3nL7b73LPNQpW1FLSK57DQNkYW4kmDTW9lj_CjW5z52PP1g73G6W4z7Xgw3Zq7PRW1vr0lj6-fHVGW8LkznF9fFY8PW40jdLg80dtnfW8-0yfv1gLWl4W3Rq7sp3Tbv-xN84x7Khs3ltBW4sKMk48VccSYW3SHtK476bdzyN5Kmc-xKlcdDf1_gJ2C04 )
AI Strategy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3nxW3_fXZ09c8QZBW6pHflK8qh0cWW8SgCMH4SbXN9W2YZKxY7pr6FqW2wMf2c4VqQK7VbGkMg2T5cjTW5RkV4K3tgc71W16B9Bq6Kh151N4D-zYVmkW2mW1YFXPg1kJdXhW1jxhQz3_bRV2W2ML6Bf5ZLnnlW6d5Xcg2bVV9-W7JCfM_8H37XDVhkcdb40Dgr1N29b4Grmk9FXW4t5mHx2V_kHNVZd4Lx7GkVL7W1pn1l57TXvZQW1V45X85yLn32W2sJv008fR87yW1NFK3z4J1k9PVVCh2s9hbh3NW3qmNNl2PpsYDf2DW1hF04 )
Why data governance is the secret to AI agent success (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3l1W7q6L7s9hC9_KW72p5xg24Ys10VMYt5X3wrglMW3vtbll5n10z-W6vZB011BvL3sW8YZs9P60qq_NVPFgDM4F1S2qW433jTy5lWxJKN2zfX1-LtSMsW7cplQ68FtTVPW3nL7b73LPNQpW1FLSK57DQNkYW4kmDTW9lj_CjW5z52PP1g73G6W4z7Xgw3Zq7PRW1vr0lj6-fHVGW8LkznF9fFY8PW40jdLg80dtnfW8-0yfv1gLWl4W3Rq7sp3Tbv-xN84x7Khs3ltBW4sKMk48VccSYW3SHtK476bdzyN5Kmc-xKlcdDf1_gJ2C04 )
by Rod Cope (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3p7W4xQYcc3rlV9fVXMTpT3vx6QfW7zyPJB39SgDQW6G21zX2-RWm2W6yDg0m59RJcFN4nR2Ktb4dDSW7fyqp27FJxSBW1Sk13G7HQk8YN6KmspPkpmzFW1q4mhQ8n3xC9W9cvYTm3Ks3l-W7gwRwV18Zhq3W939GCq6DQVWRVrPFN76ytj99W4XXBHS7LBgH-W9h82xs8qZ3qpW8HH-fj6S1LqPW143BRr8-k_knW3h2JzB1jL66CW2hGBpr6p5rF1VklWrD6Pg4jxW15tSdZ19K3PXW3X6p4J37yZqwW7y9X-b4vTN1yf4qljsC04 )
Featued image for: PyTorch Foundation Expands AI Stack with Safetensors, ExecuTorch, and Helion (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3mpW5-0CbG9fMMzYW6fNph67yHzcMW5tw8lj854TCmW7XFpjm4hJVmqW49VqKf6kNNQ5W8G1MV33nHdfcW7SxcdM4rDL7SMLpfL8VMlM6W4ry0MZ3c_xJjV_ngmp81FPBsW5BDC023wKPy8VF1h9N6SZCB7W1dv0SV3LHVgYVKvZrx5HvPrRN2yCSj4wk_WqW5cxCpN1z2BB8VW__K-5CSQrWN4xZSR0V2XkHW5r9ftN8_pJ29W6XRdKw7lgjtCW8bQ19Y6lBQQgW43DKhx2YV9RNW6xhJmg5wXsn_W6y-pzk66d26sf8K3wl004 )
Open Source (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3nYW8Gq5FK1r8NFBW3JhpYL5chXpvW3kFQhF4dQh3DW4WsNp01STCKMW6byX4q8KDZCpW5CGW_D4jTrYqW7P620F6V7-SKW6ybMZ58T-rJNN5ZM5MF5DBS6W2DXft31W_7sMN7BWG9YQ3WkgW4-HSbh4wC8RXW1ync5n392xj7W3vcFHD8qwBGGW68pLXs1py2DqW8hYSXk1ylHwxW7MGR1b6Tqqs5W4fmLHz7hl5SGW8_swgd1bfxJXW1J0Dc62w-hgGW3tLwFc5NNh5NW6BHyLJ83sbwzW5-QR8P3X803zW2-MSfN1Tngkkf2tGdYR04 )
PyTorch Foundation Expands AI Stack with Safetensors, ExecuTorch, and Helion (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3mpW5-0CbG9fMMzYW6fNph67yHzcMW5tw8lj854TCmW7XFpjm4hJVmqW49VqKf6kNNQ5W8G1MV33nHdfcW7SxcdM4rDL7SMLpfL8VMlM6W4ry0MZ3c_xJjV_ngmp81FPBsW5BDC023wKPy8VF1h9N6SZCB7W1dv0SV3LHVgYVKvZrx5HvPrRN2yCSj4wk_WqW5cxCpN1z2BB8VW__K-5CSQrWN4xZSR0V2XkHW5r9ftN8_pJ29W6XRdKw7lgjtCW8bQ19Y6lBQQgW43DKhx2YV9RNW6xhJmg5wXsn_W6y-pzk66d26sf8K3wl004 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3pLW8_-BN692mH7VW29JfLJ2m6XDgN7Hh7b7H9nQ3VMzwXv7nvLWTN7QTgG34cYkJW3WhLPY508RtNW95g8j47_MgJ1N2jK3z_r0jfJW8Bx-zb3X15LCW7DCrJh2Q7BncW5d2tv16FXlz6W9hGTVq39BJz1W3lyHC22y_7scW6c8gZ48TkhqhW5_4rjs2Vt8LkW4_y6Vf3BrgYzW845Gpr5yztRqW7Lb-_C1jKdXhW69TKwq1zY2t7W94Pyqk6F9p5-W5xkyW64QcsqmN1700wnHcZfvW4zHh0j5p5D-bW7Lkq_45M2Rrtf3CMYSv04 )
Featued image for: OpenAI’s new $100 tier targets developers hitting Codex (and Claude Code) limits (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5m_5PW50kH_H6lZ3ksW1jrRP71t6BLsW7WkNbZ4VzB9wW5Tt8dN4SQYmYMkvKxLxr-LxN1-Rw9HRmc5VW8d2z6H3H-DbxW2y1X1n1NDH8LN44b4Z59rR48W4K0LJM71fCrDVqK0ty31LbDxVBB9sk2Zr7cMW6jj_bZ4-QVy9W1dKqHQ8S9RmtW74TK8w3J_g4CW2zYLkC8rM1ClW1K9QBp7xQgcDN2gw9dDQ02m6W4v38SB4LLbmrW9c1Tgw1Jmxr9W6V_FPs5lVwn_Vvfr875XkcnsW18mLxc3D5wJnN1Z_sQMm1Wl8W8mWWDG5nlfhxW1X5ZzP2xXvHJW946JYD7lm8F7N1gnP18h7zCVW1Q99Y22Mhwc0W23CVrg4lgwjCW3RPwC84ZZjdQW3kQbpp1NMVWyW4MtKhH2dHbkKf7NWj9P04 )
Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3prCCW6N1vHY6lZ3nyW1pNq9Z3FrySfW61c5yK4cbClvW8mZkjp3By3pCW5Qtsg36mFw1vW4TNdNC3hx04bW2LnpsX9hbFfMW5kGb2n70mlVGN7K0wcPf1-9kM4tTfnBRVWSN4d49bKrmmfcW6s8Pv26fpFVBW4wMPGJ5YT355W6ZnJfR7XWnFhN6RPZp9V8cBTW95whGB2Tnt8DN50JM1gP1XgCW4Y1Gfj41yn_vW2yQ5KK9941chW4nWqck2QqhywN5VX_3fSKm9XW8fBhWx38Zj4xW4vx-bk6Hx4qHf6yj1VF04 )
OpenAI's new $100 tier targets developers hitting Codex (and Claude Code) limits (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5m_5PW50kH_H6lZ3ksW1jrRP71t6BLsW7WkNbZ4VzB9wW5Tt8dN4SQYmYMkvKxLxr-LxN1-Rw9HRmc5VW8d2z6H3H-DbxW2y1X1n1NDH8LN44b4Z59rR48W4K0LJM71fCrDVqK0ty31LbDxVBB9sk2Zr7cMW6jj_bZ4-QVy9W1dKqHQ8S9RmtW74TK8w3J_g4CW2zYLkC8rM1ClW1K9QBp7xQgcDN2gw9dDQ02m6W4v38SB4LLbmrW9c1Tgw1Jmxr9W6V_FPs5lVwn_Vvfr875XkcnsW18mLxc3D5wJnN1Z_sQMm1Wl8W8mWWDG5nlfhxW1X5ZzP2xXvHJW946JYD7lm8F7N1gnP18h7zCVW1Q99Y22Mhwc0W23CVrg4lgwjCW3RPwC84ZZjdQW3kQbpp1NMVWyW4MtKhH2dHbkKf7NWj9P04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3ltW5Kd0Nl8Cccg_W19G5Jj3vjbLpW3ps0Q85N0RrYW5FXlsD8V5VVzW6kTdkB5dLPW2W7B2h-g1y680JV7wjLh75LXSDW5FQNv_22jLKwW1q_Lzp7Py6flW8kH0bt4ysybnN2w8Pm0wMG8nW97HZVr2b1_K9W1HJJ5936Wk23W2rSr1R97N50zW4q_c9k8m4FnVVNbfh039f_kmW8sfTD688vbYMN3RWgzn773hmN3H7gktGh3LyW8m4T3j2z8gSLW271MMc1hDyncW7q6XRZ8Fz97cW5_PvBX80w_RVW26sVv82VsJv7f5J_brq04 )
Featued image for: Replit taps RevenueCat to help vibe-coders make money (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5H3prCCW8wLKSR6lZ3ltW7nxR9K5zGHSlW8cS9cp180f_xW3hr-B-5tzHThW8lGXtk5p7SjGVYpRDf2MNdhvW1_psMs483nG9W2KvQ1W5dbYs1N547vK3PT8_6W4rKKc02qXb6sW6Tt3s13hG0sDW6Ygsy84GzyHKW4W87kH6YkWNjV67bsH9cTvN2W204X001NWmbZW497QNZ2nQPDXN52XByCZyZ7vW2MNZ6G1lQfrJW8Sbxc38LqFWRW7W-n-w6PCHtgW14ywy62jfNVsW2GxvP-6dkjZhVgdgcq4H9lrJW2q2CFp4LVglTW1pHRVF3vCNy3N9g80DChHNbjN7tkfxWmX9NVW5J-j1Y8Lc-jkW3-hxqL6B0RMGf6Jcvn804 )
Vibe Coding (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3p_W3qjFBq6J-H9bW6RTqJt2yDTxlW8PWKJX2Dd5RYW4w4zlM8mBBpxW9hhQ6w1cVnr0W869C5J2K-PgsW8Q10D16p31LPVd3qkF3gPBfQVyP3yG6JZvBcW6lXsh893vhfhW26hvZk7zYxmZN5n3fCr4Rcv4W8D9Zqh6q3sTVW87NY972pfmk6N2y52gmdksLZN7WLvnyPF-YTW8vn6P95FRpYDW85z0BT9b4Vy5W5R8lY97-Brx8W7SY-WJ5Jj3G5W66z6CZ1MlnhkW3WzVYR5tF47WW8Dtwpg6BjkL4N3HfgzVwJhc1f6dWjyF04 )
Replit taps RevenueCat to help vibe-coders make money (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5H3prCCW8wLKSR6lZ3ltW7nxR9K5zGHSlW8cS9cp180f_xW3hr-B-5tzHThW8lGXtk5p7SjGVYpRDf2MNdhvW1_psMs483nG9W2KvQ1W5dbYs1N547vK3PT8_6W4rKKc02qXb6sW6Tt3s13hG0sDW6Ygsy84GzyHKW4W87kH6YkWNjV67bsH9cTvN2W204X001NWmbZW497QNZ2nQPDXN52XByCZyZ7vW2MNZ6G1lQfrJW8Sbxc38LqFWRW7W-n-w6PCHtgW14ywy62jfNVsW2GxvP-6dkjZhVgdgcq4H9lrJW2q2CFp4LVglTW1pHRVF3vCNy3N9g80DChHNbjN7tkfxWmX9NVW5J-j1Y8Lc-jkW3-hxqL6B0RMGf6Jcvn804 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3n9W5ZbrrG4hQjGcW7np8t28zxnP3W7j4Pmp5-03ZDN6M5hJnN6gv9W5t3Zzd61ryy8W4cry6W4SHCYBW2l5MRH97YdsxW5zqshP40W5DhW6JLKh51Gh_RMW1JDWYC4NBMhKVNST5y2SM9tcVzGpxM3hS1NkW7mPqDv3Ym00TW3GhWYc31YNyqW9j4pTy5184TgW918C-m8wPF0bW56zhJF80pn6QVkDbTk6lGVFJN7WLb9NQchv0W1P1xVT1p3wQHVqfSH78lGGhqW3q7P_n1nC9dvW5kVxV-9g2JlKW2WrYSp3H_rYlf7ZTDxn04 )
Featued image for: Anthropic takes Claude Cowork out of preview and straight into the enterprise (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5m_5PW50kH_H6lZ3nGW19lZ7F1dq9z1W3p5llP3l5yxHW5S0mPY6fQMLLW3dgLd314b3QLW1X2J3b3p-nhFW723mQJ8jsK-bW7VVtL75-dKMWW6Y3x9X3gB4MGW7gylsc7r1qrXW76XNTx49FfK-W3Cx-8N6T61rXW2s22HS2qvpnjW6JPxr37bCfcRN34TKYXrCvM1W8-xPMR5Nr_PzW54DlNg79nbDjVVHlYR9db63nW991_5H1Y2kMxW3LSbpl6Yt6GJW7PlJCV4tzr0pW3wB2N_3k5DJkN3Xwth1rdNM1W38-srH8WDMydW3kDD3H4ntrlSW10RyxG8JmKnlW5vMV0q20DXM5W99GdNF7CnN74W84Cx0t7JYXlLW7gJ3BT4pfNyDW5VWPN25dNJ-PW5mwJxl7YLwlDN5yrkyTt1bBtdKwztv04 )
Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3prCCW6N1vHY6lZ3nyW1pNq9Z3FrySfW61c5yK4cbClvW8mZkjp3By3pCW5Qtsg36mFw1vW4TNdNC3hx04bW2LnpsX9hbFfMW5kGb2n70mlVGN7K0wcPf1-9kM4tTfnBRVWSN4d49bKrmmfcW6s8Pv26fpFVBW4wMPGJ5YT355W6ZnJfR7XWnFhN6RPZp9V8cBTW95whGB2Tnt8DN50JM1gP1XgCW4Y1Gfj41yn_vW2yQ5KK9941chW4nWqck2QqhywN5VX_3fSKm9XW8fBhWx38Zj4xW4vx-bk6Hx4qHf6yj1VF04 )
Anthropic takes Claude Cowork out of preview and straight into the enterprise (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5m_5PW50kH_H6lZ3nGW19lZ7F1dq9z1W3p5llP3l5yxHW5S0mPY6fQMLLW3dgLd314b3QLW1X2J3b3p-nhFW723mQJ8jsK-bW7VVtL75-dKMWW6Y3x9X3gB4MGW7gylsc7r1qrXW76XNTx49FfK-W3Cx-8N6T61rXW2s22HS2qvpnjW6JPxr37bCfcRN34TKYXrCvM1W8-xPMR5Nr_PzW54DlNg79nbDjVVHlYR9db63nW991_5H1Y2kMxW3LSbpl6Yt6GJW7PlJCV4tzr0pW3wB2N_3k5DJkN3Xwth1rdNM1W38-srH8WDMydW3kDD3H4ntrlSW10RyxG8JmKnlW5vMV0q20DXM5W99GdNF7CnN74W84Cx0t7JYXlLW7gJ3BT4pfNyDW5VWPN25dNJ-PW5mwJxl7YLwlDN5yrkyTt1bBtdKwztv04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3ltW5Kd0Nl8Cccg_W19G5Jj3vjbLpW3ps0Q85N0RrYW5FXlsD8V5VVzW6kTdkB5dLPW2W7B2h-g1y680JV7wjLh75LXSDW5FQNv_22jLKwW1q_Lzp7Py6flW8kH0bt4ysybnN2w8Pm0wMG8nW97HZVr2b1_K9W1HJJ5936Wk23W2rSr1R97N50zW4q_c9k8m4FnVVNbfh039f_kmW8sfTD688vbYMN3RWgzn773hmN3H7gktGh3LyW8m4T3j2z8gSLW271MMc1hDyncW7q6XRZ8Fz97cW5_PvBX80w_RVW26sVv82VsJv7f5J_brq04 )
Featued image for: AWS wants to register your AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3l4W7MJ8cT6GmSb8W8X7cVt3sMvVLW7BsvcP1G5RsTW5jD6Mr6cm4rnV1nlpM7YJKBNW4bZt7F7Kyk8FVJSJfN3jMBBdW12xl0j2Zsz2wW2yrQN94mB-g2W1zJ0Mw5dhqbPVLJk5h7yrRTPW6Mvy6s5-77vWVmTxH11nxHzVW41hlw25tfgc1W8rKzkt3hP4VBW1gHXvL8bH71NN1sS6hsDtLHCW2LQJXy8gRT1xW6tj5dG2rw3Z0Vd81Qs5TYJP4W7KqCsK3NchSJW3HHXbD2lKP5CW3n4cS83Jl51VW6GhbC17Ft9PRW3zQNq-1JL6VpW6kyw2K7yzZbff2w369b04 )
Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3prCCW6N1vHY6lZ3nyW1pNq9Z3FrySfW61c5yK4cbClvW8mZkjp3By3pCW5Qtsg36mFw1vW4TNdNC3hx04bW2LnpsX9hbFfMW5kGb2n70mlVGN7K0wcPf1-9kM4tTfnBRVWSN4d49bKrmmfcW6s8Pv26fpFVBW4wMPGJ5YT355W6ZnJfR7XWnFhN6RPZp9V8cBTW95whGB2Tnt8DN50JM1gP1XgCW4Y1Gfj41yn_vW2yQ5KK9941chW4nWqck2QqhywN5VX_3fSKm9XW8fBhWx38Zj4xW4vx-bk6Hx4qHf6yj1VF04 )
AWS wants to register your AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3l4W7MJ8cT6GmSb8W8X7cVt3sMvVLW7BsvcP1G5RsTW5jD6Mr6cm4rnV1nlpM7YJKBNW4bZt7F7Kyk8FVJSJfN3jMBBdW12xl0j2Zsz2wW2yrQN94mB-g2W1zJ0Mw5dhqbPVLJk5h7yrRTPW6Mvy6s5-77vWVmTxH11nxHzVW41hlw25tfgc1W8rKzkt3hP4VBW1gHXvL8bH71NN1sS6hsDtLHCW2LQJXy8gRT1xW6tj5dG2rw3Z0Vd81Qs5TYJP4W7KqCsK3NchSJW3HHXbD2lKP5CW3n4cS83Jl51VW6GhbC17Ft9PRW3zQNq-1JL6VpW6kyw2K7yzZbff2w369b04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3ltW5Kd0Nl8Cccg_W19G5Jj3vjbLpW3ps0Q85N0RrYW5FXlsD8V5VVzW6kTdkB5dLPW2W7B2h-g1y680JV7wjLh75LXSDW5FQNv_22jLKwW1q_Lzp7Py6flW8kH0bt4ysybnN2w8Pm0wMG8nW97HZVr2b1_K9W1HJJ5936Wk23W2rSr1R97N50zW4q_c9k8m4FnVVNbfh039f_kmW8sfTD688vbYMN3RWgzn773hmN3H7gktGh3LyW8m4T3j2z8gSLW271MMc1hDyncW7q6XRZ8Fz97cW5_PvBX80w_RVW26sVv82VsJv7f5J_brq04 )
Featued image for: The next stages of AI conformance in the cloud-native, open-source world (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5-3prCCW95jsWP6lZ3nNW3HMdN08cXctfN4vS4p_ZwHWmW35wg0S96zgGmW49bjKl76W-0qW5H7Xc53TR0KFW7PyYY410Y44qVr_stF8cRxptVNrSHS66MPlzVfYX5C95gfkDN5_Vd1995GCkW7SDp5X4qDGbfW6NDcw34wH628W3QNKRr6HmGmfW3lZMzW47P71jW2tgmJ189y94BW8RNyBc2XK75gW8LFRbH3rrc5zW7HPvLX1sMd-1W32jqw66XJBm1Vk6N267X10r9W3TPFq94DTBBHVk_NDg6zWdmvVlPXtG3cwz1-W74Lbhd4C2v5zW1dr3224HHDszW8tK6XL1W44NtW6r8YNG97Gk3bW4gPXby620DjhW7ndxZY8BgbqLW4B4NJM7Qws5Kdn9d5P04 )
KubeCon Cloudnativecon EU 2026 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3pyVdjCCt72z-5yW7S5twf4CLNR7W62pmLJ4hkjY8W1Jz-cW3Knk_NW6-DFmT3q4NQ-W73DHX75pKW1KN407B131r53GN3Dn1mlx9wWSW2DxGDj2XTmfSW42_hmk65pXxtW1x89MH2yQbW-W6TxRMC57FDYwW5DSfql6mGB9dW1DPFYg8TGLnyN4xbyYtVB7jNVzmTHX29TJCCW78xf9C78VxcsW6dgNTd52ng_tN8j4XFthRs_BW2ZgB-C95CvQMW9lnpB87K2ZJDW13hWzJ2zg8HPW93YP898m1S3tW5zTKvB27qDmpW74kKT15cxyjGW8Jd2352l-vP3d9GLV204 )
The next stages of AI conformance in the cloud-native, open-source world (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5-3prCCW95jsWP6lZ3nNW3HMdN08cXctfN4vS4p_ZwHWmW35wg0S96zgGmW49bjKl76W-0qW5H7Xc53TR0KFW7PyYY410Y44qVr_stF8cRxptVNrSHS66MPlzVfYX5C95gfkDN5_Vd1995GCkW7SDp5X4qDGbfW6NDcw34wH628W3QNKRr6HmGmfW3lZMzW47P71jW2tgmJ189y94BW8RNyBc2XK75gW8LFRbH3rrc5zW7HPvLX1sMd-1W32jqw66XJBm1Vk6N267X10r9W3TPFq94DTBBHVk_NDg6zWdmvVlPXtG3cwz1-W74Lbhd4C2v5zW1dr3224HHDszW8tK6XL1W44NtW6r8YNG97Gk3bW4gPXby620DjhW7ndxZY8BgbqLW4B4NJM7Qws5Kdn9d5P04 )
by Jennifer Riggins (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3nnW1DWnRx3dd98kW68vp0n5PYBjbN7vHKx0s0FzdW76PCy985tVH-W4jlfmq5ZGdZzW83ypgy29Wy09W21nGKr7b9SjFW9gF7p86r7D1yF6bkcnSZdH5W8grxRJ7P7HpSW5tvXRB9kk_twVr5Yj_34jPfyW683QTm1NFqKwW1Qmzsx3_1mVdW69BgVf3Gx-5CW3Pk6By5gpNdbW7_bzsG1Yt_HNW8yRc_x9j-66zW3JzsyB1YTbv0W2ms-y-7f-S7nW3HT0Gh2XWCzYW7l-b0K11P9N9W56Mwhn1B_CSlW2BK2KW3-5HJ3f3RpskY04 )
Featued image for: Open source maintainers are drowning in AI-generated pull requests. Enterprise teams are next. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3pxW3PbH6640p-6vW6c5hBG4w9Q1vW4-44cm93JH15W8dyTKH62tlcqN7wYgbDtqxsbW1dfmWd2ggzX0W81gZGP6FcPhzW8z3GL27gQ98FW1tl6zS2HhnRzVz2G546mn4RtW6xt5lH4nCtnTW3l_p2-3fmCsqW6x1P1516_vq2W7y4Qdp3CcNNQW3Q0L066vCR0BW8WzDKT6vgLdDN3ct-9cXxq7kW697SpR8zm59wW3SCpXp3mLYQVW6GqsNJ7xvKpnW50_w-B8CKcB3MMdTykVZPylW22DWRp7zJtxFW74WH4c8m-dptf6T3q0004 )
AI Engineering (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3nGW23vth18sQHKmN4Wn1QCbCNk6W3K5WZT1ZTxlKW1-R4Ks5N55swW9db2SD8TpK6BW3DQTgx2nfbgbN8D_sBB9PnDDW6jwSZ813_HbkW60Pbvh6qRFNRW6nlDsD8x0T6FW3NXMPW6nWXsQVsgsBp2RrbgfN43pQSzJ9415N610xChtkZp7W3H6Dhm3zQqB1W3t-GbX2zvyc6W3KQ4MF2mwS2_W7-5kxt7QYS4SW8m4RCd1FTl_kW6R0Nnn46qFZkW1tRjhX1S8gSyW2QSfzp4pp0y8VgblD63kg5r1VKJR-H8kV3vCf3NzkJg04 )
Open source maintainers are drowning in AI-generated pull requests. Enterprise teams are next. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3pxW3PbH6640p-6vW6c5hBG4w9Q1vW4-44cm93JH15W8dyTKH62tlcqN7wYgbDtqxsbW1dfmWd2ggzX0W81gZGP6FcPhzW8z3GL27gQ98FW1tl6zS2HhnRzVz2G546mn4RtW6xt5lH4nCtnTW3l_p2-3fmCsqW6x1P1516_vq2W7y4Qdp3CcNNQW3Q0L066vCR0BW8WzDKT6vgLdDN3ct-9cXxq7kW697SpR8zm59wW3SCpXp3mLYQVW6GqsNJ7xvKpnW50_w-B8CKcB3MMdTykVZPylW22DWRp7zJtxFW74WH4c8m-dptf6T3q0004 )
by Arjun Iyer (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3m-W6H3L_J331HJ7W53WdTd8hwtLHW3yyYdp6988CJW9lrzTD6bQXpmW4lT4Gz7TNcjtN3ckRv2t0MNpW5FFgYY5056SwMjnhVcQbcpJW1gHz_l6HRfMxW6vRgj616trqcM4h6J2d3SwKW4rbfJY8RPwgtW3Xbxmg5VQzfLW4s8B4M81c_6dW8P4zQD3CngvMW2YZHC96rwxrzW5K2bfV1nyvCQW8h3qPF1FkYLMW7Hd4Gt2fHFrbW3sxNHz5nlbFFW4GKZ7P106m_mW8Bwfcs51qw1YW8ksYdF5WYblMW99VQ0C4K2Lw1f786kdH04 )
Featued image for: Ramp targets AI’s fastest-growing cost: spend that’s hard to track (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3n6W5wfHxJ22Nw1FW5NfJ1c15t6qsW26kGqn11fng3W3hYf_y3jCwlsW3kz_VC2SfH_ZW5zQhhG4-xFwFN5YfRYfnJ86jW2_k7jp3__3kzW2-26C86xH4-GW99Fc4Q4XRYWSW8ZQQFx989y5ZN1qYr8VQNgYLW9hm9py4VPQtXW2D40m86zpMmgW3Lz02g6Q_5gmW3fBfD44f66SRW4RCgJJ8JRp1gN794FF-SXcYfVwwvCJ3g9gpnVKn8pY61XDx-N4pKqrLSs6DGW1lt8674SFcpVW3r0H2s5SVtlVW6YS50V18kxjlW5fQcS88HRgn7W4kbMGX26G9F6f5MPjzx04 )
FinOps (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3prCCW6N1vHY6lZ3pTW4nxqgV7xK3dyW8hQ_6L6SKbfXW2KGBcT5M2HDbW7Gwj_J40BFY_W6FPZcR352sD-W7D5LyC6vdFVhV-JGMH31zpWXW59VlGK26dpnXW3wq8281VNLH9W8Trc0V97LnK7W7jRsJp7Q-zZbW78-ZB36KC5MJW9btzMd7J33HsN3frm6gjNxs5W6SL9SC2_t1pHW94hkPJ6hlsMpLr0CwqdSdBW5VhBX93qjlDzN8dCD6lMVYBWW8MNZ2C8FD-CVW3Q0rXn66X14PN7lkgq34qwgVf2w9pv804 )
Ramp targets AI’s fastest-growing cost: spend that’s hard to track (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy5n3prCCW7Y8-PT6lZ3n6W5wfHxJ22Nw1FW5NfJ1c15t6qsW26kGqn11fng3W3hYf_y3jCwlsW3kz_VC2SfH_ZW5zQhhG4-xFwFN5YfRYfnJ86jW2_k7jp3__3kzW2-26C86xH4-GW99Fc4Q4XRYWSW8ZQQFx989y5ZN1qYr8VQNgYLW9hm9py4VPQtXW2D40m86zpMmgW3Lz02g6Q_5gmW3fBfD44f66SRW4RCgJJ8JRp1gN794FF-SXcYfVwwvCJ3g9gpnVKn8pY61XDx-N4pKqrLSs6DGW1lt8674SFcpVW3r0H2s5SVtlVW6YS50V18kxjlW5fQcS88HRgn7W4kbMGX26G9F6f5MPjzx04 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy543prCCW7lCdLW6lZ3n9W5ZbrrG4hQjGcW7np8t28zxnP3W7j4Pmp5-03ZDN6M5hJnN6gv9W5t3Zzd61ryy8W4cry6W4SHCYBW2l5MRH97YdsxW5zqshP40W5DhW6JLKh51Gh_RMW1JDWYC4NBMhKVNST5y2SM9tcVzGpxM3hS1NkW7mPqDv3Ym00TW3GhWYc31YNyqW9j4pTy5184TgW918C-m8wPF0bW56zhJF80pn6QVkDbTk6lGVFJN7WLb9NQchv0W1P1xVT1p3wQHVqfSH78lGGhqW3q7P_n1nC9dvW5kVxV-9g2JlKW2WrYSp3H_rYlf7ZTDxn04 )
Why Broadcom gave Velero to the CNCF Sandbox — and what it means for Kubernetes data protection
From our partner
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3gP0xW6N1vHY6lZ3nLW7p4gQ882lFg1N1fZvSLrHBmrLXjNJskDzrW1twG7P38HYzsVFg7S81WtvgmN35JGRC7-8BdW3lq2Y68Cvhc1W2SCQ6g93kVZnW7zqFX27mK6W2W4TjrBS56451_W22YGg99fs41TW86NKy96Jlkc6W5GYx9C5gP_syW1HYcHN5pVG-_W1Q2Vlx74BbQ_VMCb714FTwp5W71Lgm23q893gW8GxJcP1ZjpjhW7yBr-Z3v5BYHW1WWZPf5dTKltW5mNM-s8W-Z-lW2Js-BK5ZBvbYdN_SZF04 )
In this episode of The New Stack podcast with Dilpreet Bindra, senior director, engineering, VMware by Broadcom, we look at how Broadcom is extending its support for Kubernetes and key projects for cloud native. The podcast was recorded live in Amsterdam during KubeCon + CloudNativeCon Europe 2026.
CATCH THE EPISODE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3gP0xW6N1vHY6lZ3nLW7p4gQ882lFg1N1fZvSLrHBmrLXjNJskDzrW1twG7P38HYzsVFg7S81WtvgmN35JGRC7-8BdW3lq2Y68Cvhc1W2SCQ6g93kVZnW7zqFX27mK6W2W4TjrBS56451_W22YGg99fs41TW86NKy96Jlkc6W5GYx9C5gP_syW1HYcHN5pVG-_W1Q2Vlx74BbQ_VMCb714FTwp5W71Lgm23q893gW8GxJcP1ZjpjhW7yBr-Z3v5BYHW1WWZPf5dTKltW5mNM-s8W-Z-lW2Js-BK5ZBvbYdN_SZF04 )
FLOW STATE
Break the cycle of spending $250bn on manual IT operations with the IT knowledge graph
Rules-based automation solves only 20% of IT problems, leaving a $250 billion manual burden. BigPanda’s IT Knowledge Graph fixes this by connecting fragmented data and institutional knowledge. Learn how this shift drives 430% ROI and reduces outages by replacing reactive, manual operations.
Register to join live
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy3W5fkwKW50kH_H6lZ3pnW5ylFQw1YX1D7W80VLy76Pkg8tW3BTMtQ2TcjkJW8TWcH42TBYs-W3LYJBX5Z3TMpW2gJFFf52v37BW4YVpWK4wr6pQW62LpVd5-M6DSW3K7fvq2VFqfZN6j7NK1lKJRjW6cF_Vd7_Pw2NW58bKGR72rQKvVxd2gm4rYs81W8_93Hn5k10BFW4Pj1cB7mJgqZW5lTqtf3hhr43W6qb_F03JHVMGW3yWQ4n2ZzMYcW3fNbyR2DDrnDW4FzbwZ2d43JmF3VtHyPXFqDW8qxlFY77Z_GCW8bgdLR1_jqp9W61_qss5GgwRkW54jHqv2C4RMNW84s7Pn6PGB-6W7hTnDR3vD2zqW8d6P7X2-kZkWW1nSzmz3l8lsdW2Dz9GX6Tk9PyW4bYHN-5-GhzPW4c0wgN82cdrCdgVTqx04 )
The TeamPCP attacks are a warning: Your CI/CD pipeline is the new front line
TeamPCP attacks show CI/CD pipelines are the new security front line. Dan Lorenc shares how to fix flawed supply chain trust assumptions.
Read more
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3gP0xW6N1vHY6lZ3lsV6DNW88SBMNkW7m61H36gsXkVN40_BXCC-Jb4VXz1WY3jN6D5W8_kl6558zlnyW9jDvxc1zSF7RW4tmmGN2GpSb8W2r4jBm3zhRjPW1F0cPj76kcqbW7BdCVP3GY2jdW6LrByr6dxMZhW8kyz1x66b_WwW3TPTXd5Cfp4FW3QG3yj7w21mcW457pgb65tdp_W6mP00Y3L5_zMW4d_FGC4V2CgnW3X8Ly229TNbXVZ11Kf4yQTkLVXphsv3Nww0vW5Kp8RM8T9z8hW8ht98Y1HS5bcf5DY0F-04 )
Moving beyond the “magic scaling sauce” myth
Learn how to scale data-intensive applications effectively with this exclusive excerpt from Martin Kleppmann and Chris Riccomini.
Take a look
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWyswY3KHXhzW53N7ZP4yzMSVW5l3Nw35MKk42N8mSy4P3gP0xW6N1vHY6lZ3kGW4cP29D105wZXW7tZP1s2j7HYlW8y2GN-1QP9XXN5cYLZhf-TbYVBGmT558krmTW4bcZ1Z50PRWxW38bTRM2_6RbBW7mKV4D1XXhCMW1PRjtJ7Tv02MW4MlSlc8_M6cVW6ZgltP4m8k3NW5_5Bxf246bldW3F4m7R57JKCLW6s62LD14_yZsW6_Xjs47tQk4HW8Y_mBY8DttL4W210Cs03Q1BkWW62kY6Y6kDL05W9kqrYb6MQfwvW4QR6wq8tGLcNW4vlKx13tNMCHW6mQ8T61Z3hj5f1DCmDT04 )
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PREFERENCES (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-SxW2C_7BS4fQTJHW3zgYGg36ywvHW1BDHlG2r8ZYgW2WDJPt4tB2MvW2-MQkW2FVYSrW3DXWV52Twb6hW3C1X-C20YH8CW25gC6F2KXcQzW1Lpf7j4rCTpcW45V-NZ3VK0v_W2-Cv143F0W2gW1BNcV44pnZ2XW385yqJ3SXVFXW3XH5393H0ck-W3XXYD83VYXzbW3_XwTY3j0_jTW2w5dqX2nDbz1W3DH3RQ1NCCg1W2zHhLw2RKgSXW23qGvJ45P_f6W349N_41VkwrwW1Nj2l_49lY4PW21qtGS327V9VW2-lL6H2KJBGvW4tkKrt3DXnYQW3VHRTk3X-Q6nW2CFwqF1Lp_JfW3LXhFX38fvbTW2YFNs-3d8XGGW3JRq5d4kLHrRW47wqKx2Tgl6gW3ZwcmR4hw2GpW2Hy-0T34n-wZW4fgNvK2Tk9MDW1Xmmdw3DZYBQW3SzlcB3DTVp3W1_cV1c24W5ZtW1Bp_FQ4tlyQlW2-kt9q3d3wY5W30tXYY3gb0j6W3SXT9b45PDkCW4mHGd84kwFrQW2-v-tW2MMm4bW2Y9JsT3P7z52W4fJ8M14m8MzmW1W_Nx92xMGv5W25fkjG3dB0MrW2KRkF-1SB1w5W3jdM6Z1Vq4WBW49lY_04kcT85W2MGlNh2Kyk44W49kGb22p3LTBW32bnLd3SRWYfW3ZPbyD2y1jnRW4mksNG213jVkW38vsC_36fklTW1Nj1vG3JXQ2sf43QDSG04&_hsenc=p2ANqtz-9Yiv7e8n6qwpg5f9vDcast0g6SWPZfi0kC1Zqhi8uDPyoDI0hwFqjtK2-qJw2Ea1Kns5tEIprOaFQ7BD1Rtml5iaQBtA&_hsmi=413256674 )
UNSUBSCRIBE (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-SxW2C_7BS4fQTJHW3zgYGg36ywvHW1BDHlG2r8ZYgW2WDJPt4tB2MvW2-MQkW2FVYSrW3DXWV52Twb6hW3C1X-C20YH8CW25gC6F2KXcQzW1Lpf7j4rCTpcW45V-NZ3VK0v_W2-Cv143F0W2gW1BNcV44pnZ2XW385yqJ3SXVFXW3XH5393H0ck-W3XXYD83VYXzbW3_XwTY3j0_jTW2w5dqX2nDbz1W3DH3RQ1NCCg1W2zHhLw2RKgSXW23qGvJ45P_f6W349N_41VkwrwW1Nj2l_49lY4PW21qtGS327V9VW2-lL6H2KJBGvW4tkKrt3DXnYQW3VHRTk3X-Q6nW2CFwqF1Lp_JfW3LXhFX38fvbTW2YFNs-3d8XGGW3JRq5d4kLHrRW47wqKx2Tgl6gW3ZwcmR4hw2GpW2Hy-0T34n-wZW4fgNvK2Tk9MDW1Xmmdw3DZYBQW3SzlcB3DTVp3W1_cV1c24W5ZtW1Bp_FQ4tlyQlW2-kt9q3d3wY5W30tXYY3gb0j6W3SXT9b45PDkCW4mHGd84kwFrQW2-v-tW2MMm4bW2Y9JsT3P7z52W4fJ8M14m8MzmW1W_Nx92xMGv5W25fkjG3dB0MrW2KRkF-1SB1w5W3jdM6Z1Vq4WBW49lY_04kcT85W2MGlNh2Kyk44W49kGb22p3LTBW32bnLd3SRWYfW3ZPbyD2y1jnRW4mksNG213jVkW38vsC_36fklTW1Nj1vG3JXQ2sf43QDSG04&_hsenc=p2ANqtz-9Yiv7e8n6qwpg5f9vDcast0g6SWPZfi0kC1Zqhi8uDPyoDI0hwFqjtK2-qJw2Ea1Kns5tEIprOaFQ7BD1Rtml5iaQBtA&_hsmi=413256674 )
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, especially from some administrative role or process. These are certainly garbage. There are no accounts to expire. There are no passwords to leak. There aren't administrators sending messages to liamon.com addresses. These are certainly phishing attempts.
Absolutely ignore those links!