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OpenAI enters the superapp race
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Why Edera changed its mind
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Claws for concern?
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Subject: Claws for concern?
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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: Claude can now open apps, click buttons, and complete tasks on your Mac ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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March 25, 2026
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<h1 style="font-size:24px; line-height:1.1">Claws for concern?</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">In the same amount of time it took most of us to forget our New Year’s resolutions, OpenClaw managed to upend the world of agentic AI and somehow hit 247,000 stars on GitHub in just about two months.</p>
<p style="margin-bottom: 1em; ">It’s a neck-craning trajectory. And one that left Apple and Google — who long promised the wonders of agentic AI without actually delivering them — firmly on the ground as OpenClaw began to soar.</p>
<p style="margin-bottom: 1em; ">“It took an open-source project to blow the lid off [the market],” Jentic CEO Sean Blanchfield tells Darryl K. Taft in today’s lead story.</p>
<p style="margin-bottom: 1em; ">But the fallout over security — or lack thereof — from OpenClaw created something like a pounding headache for everybody in the ecosystem. Researchers have found about 40,000 instances of AI agents that freely blab passwords when asked. In his story, Darryl writes about Jentic Mini, a new, free, self-hosted “permission firewall” that enables developers to add a layer of control around their AI agents to keep things secure.</p>
<p style="margin-bottom: 1em; "><em>Go deeper: <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DBj3qgz0W95jsWP6lZ3n0W1NDg0M97rqq4W57wCJF41Bz_NW65PHTJ7ngGMDW8_4nJ86jBrhXVn1Jc697zDKnVPh3j931kYp9V57Tmq5RWHJfW5H6Lvg2gJcXxW7Bt46y841hjGW399Xbf3_DB0NN7jKXNqGDnxnW8Mfkrs69FR7_V2tGgQ3lRWZYW7CbNPM2_SchdW4BMhGM4NMQRTW1TkV_57V3HWFW5dPrr-363ygFW181Vqz4tST7DMRjk0C3CK-dW2J8LHF8lc8pDW5PcTKv7_nR-RVCcm953h_1q6W72lN5P2MwWVDW6CWmmz88hR_kW3BtSgy7fbcwVN6kNNtY9x40PW27T1-k5lbZ1pW1GlGV52ptY5_W1dBjW17p4_GhVN_6Vc5BdN3zf8grFBK04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="F07hBD9j" target="_blank">OpenClaw’s biggest security flaw is why Jentic Mini exists</a></em></p>
<p style="margin-bottom: 1em; ">More stories for your Wednesday:</p>
<p style="margin-bottom: 1em; ">◉ <em><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3lKW2ZPX1_7rt1kCW7NtCk65hVxm6W3FzKDR4KNsWpW5Ht2jL5s5Qs-W61mv0C7x7-3ZN7XFrrG1JmNsW1JmZrW9bRZFPW1ht8cH4ltv2sW4DcJS07ZNRrYW8Rcg2f5SSfbQN5gcCjBwnKvwW755h2b1Lf1SzW7ssCX-4dTCDlW3B2mnS3Jh_J9W5wb40995_jwcW7y_-JK4WWXpJW34gXgv7mR_zlW1cQxy61hWwRfW7zF8Jp1nSpC3W2glrWc4j29whW55tgm96_hC7YW4tmpQm758Wc_W8k1tXz3C7--KW18BgtL5rCXpYW4pTb1Q3z2f_RW3nwRcp4vN9CDf7cvKj804" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="aBHTeef0" target="_blank">Fivetran donates its SQLMesh data transformation framework to the Linux Foundation</a></em></p>
<p style="margin-bottom: 1em; ">◉ <em><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3q7W2PDT9M5Qmy5FMkV5RdZHCftW3NMzDk3QpjdrW3MLj2x597t_rVx9ydJ23gkrqW8k6_ZJ8DbN4DW8BMrrY5W5wZxW5F9_DR7_n-W-W6DdbDZ18XPmWW71_zfc27WJC1W712krm7W9dF5W7lQyq44Rvl86W1n5Z2N1_4XT6W6T5Kxv8GTKlbW5f6xg13LWjTZW7-0Bkg5dx9fNW3-h1hn8X6JkdW6mYxVF1bmpbhW2Nr37V1k32fTW2_K2Dk6vTLsrW8sPZrx3jg0dBVgyrsw77ZflmW7NHqp25L6s08N1sQdL0y5XxTW1764CQ5jN7wkW7sKzj26yXpkBdWVSgj04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Lh4rQLvZ" target="_blank">Claude can now open apps, click buttons, and complete tasks on your Mac — but Anthropic says risks remain</a></em></p>
<p style="margin-bottom: 1em; ">◉ <em><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mvW2GTtvc3G5cs6W2C5nwy1jX8ZzW29N7Mj4hBKRqW2-8_Vq8m22y4W8f_s4y7D8fM_W1sR_V4144HbFW1wJ5T48m1VWlW1cY7bR3g2Cp3W92yCPH96YjXhN492Dk2RbKwqW3TwJ7z4VcvlCW6-fhTN6K5f0WW3gh8jF8V0jZ_W1rgLwD4w06MpW31CRmd7pBq8TN97lT23CGmr5N21-1Pqw8phYW1D4vhY2DZ96LW16v4J11t0c-jW7hCWX37yNXjZN84wFW15y9tvW1zFTbV3dbHTfW97ydXN161dVvW2w62CR6VGy-GW6MbBgM9f0YMHVYKt4D5S8HXNf3J-VFM04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="1L+pJS3G" target="_blank">HPE’s AI agents cut root cause analysis time in half</a></em></p>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3lXW965QkG7bNz8KW5F4h0G7GF21sTxv-27R4tqxW6sg43x71Dj8SW961gNR5dtWKvN3cnG5m5yXNMW8BKmrF4YYKW-W7YRSQm4WXDZQW1f7bgm9bzJsKW2FkXx25cwL3SW71qMzR4r1QSsW97xfNV8rQLsSW3YYbQS1GvmlCW60W5mH41S8hKW6Q_k1X7H0rt2W653Nl139Jh2rW5pDVtW571RNbW5b-J511X4dkLW5HpZMj7t1vkCW6rKJgY5R0pQ-W7H6ZLf124p75W7kkRzL1WX7gCF5MjCMG6hTFW4dGFrh4DCJQCW5GQP-w2M-9gKV7Nd5J62j8D5f8Q2F8M04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JrAEXaiN" target="_blank">Nick Lucchesi</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">OpenClaw's biggest security flaw is why Jentic Mini exists</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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3nnW89HFqs3L8dsWV-c8gy2XrFyWW25N4Yf2BvN68W749pHv8sfyM4W2--2tp4V7kcCW5vSKVH2ylV2ZW73cP2T6JzKlqW47mHNH87ZTl7W9dJDHR7v5wpGW94B0KM3J4Q4JW6gBnLq5xK1JQW50ncTs1yCRphW6gjHD05y22T_W4z574J5kCX0ZW8rprc99jRTpyW60QYfk3dLx1fVxkbhf6rSk-DW4ss8hh7KCQZWW3jl-n07r_YfDW2NVlvL3SH_xvW6g3ydD6dxB52W90scmT7654wZN7rFlBT52xk2W3ffydy2vM3WYW90mn0r3YvMMBW2y8Q1R1Pbq4Hf3GCYss04" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DBj3qgz0W95jsWP6lZ3n0W469tJt6pfNvvVq3ZMp8b7k6KW2GYYWm2WM8fDW7smKS-4l23SXW3Vd9X34_PgwnW869V8F5SzVkgW7TFWNY2nfv9tW3kXH4J5hlxrzW6rV5_j8G33gCW1b0zf-7NMMFDN2G2cr5pB0xvW1hgP0B8B_z4tW61c1HV500RjJW25npDK65y3_PW6P-ds86jL44yW61sTpQ3Dv12QVpZstG6nl67BW5l0chw3724TVVcT0VP3kV4ZbW7-HB7l1DZGxbW66R0lW59-FHjV_HM3T3tGGc8W7ryvNZ8VBjflW5JBX875nWQXtW61SyCZ3gGTFfN5QPkx0LWfPdW1Wpb0m7nP2MbVHL0tz5C_WS5V6G4mZ3w8bK_W6nHKTV8m7LQjf4Q2h3F04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="oHWmo2GB">
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</a>
<div class="excerpt" style="margin-bottom:15px">
Dublin startup Jentic launches a free, open source permission firewall for OpenClaw and other AI agents, giving developers credential control, fine-grained permissions, and a single killswitch. </div>
<div class="copy" style="margin-bottom:15px">
OpenClaw changed everything. The open-source AI agent, which went from zero to 247,000 GitHub stars in 60 days, finally delivered... </div>
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READ MORE
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<h1 style="font-size:24px; line-height:1.1">Scaling production AI just got easier.</h1>
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<p role="presentation" style="margin-bottom: 1em; ">Portkey’s open-source, enterprise-grade Gateway brings governance, observability, and reliability into one layer, with an MCP Gateway for every model request and agent action. Fork it. Self-host it. Build on it.</p>
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THE REPO IS OPEN </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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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03qgz0W8wLKSR6lZ3mnW45Gm776tCNfgW4FJR0S5zxsJ6W1HmzW46HpJrqW9c6V534xxhczW7KLt3z7p5bpbW8qd9NC60Y4J7W7rJyRG4dmqkkN2CqsQ3sdCMtW5x63Js3pyR7gW1TF_2t2xgh7qW57tnm_7FnB7FW1BbmS88TMspsW7PVTJX66ZpP3W3jHJYz19krPgW79MtBz3RzJycN1Dsn2LlRFd9W7DQD5d1z2zNHVf1tzX8kBqPkW2gh8wK1BvM-pW1BgTmT9j0T4QW48Nd4J3HNHnQW13mQTw4RV-DlVbGM7K3S8gBPVBrYRZ1w2g-7VwvBmH1-26ksW2-CBPJ4x4zQ0W7N9BP-73ld4XW443B3H3tRVZQf3X6qN204" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="LfQUDedF">
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mBW5S5msq8RJsXyN3qWC5nstf2gW7W28CK7ch2xXW3Vffy72BqrL2W5DfFdZ7dt1FKW1L5YP3141jFBW6hbB8H7yVhffV_l_Q93yYk6CN57w-2q_hDMyVdYFR38TZPFqW7ZqjRc75MFBSW31Bs9J9c5TLHW5w26x63Q75wlW886n-w81zjncN6bsvWnMblwxW5Dm_xs4cR6kzW8ZkQsK8gP_X0W4zPRWV7_Tmc5W4kxDgd4cmkjQW7Q1JNZ80SRDRW1LKvC07Q2LkQN4dl--P3tSmlV4lq9x221cvmW3cRbR27DmPFvN3l7j4k4jqydW13_1px2d5DXkf5TxbT404" 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="tolLXTci">
Platform Engineering </a>
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Your Kubernetes isn't ready for AI workloads, and drift is the reason </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3mMW2cXl4Z1B3Vd_W90p-fb2nG-ZzV-TYn27X2CW2W4K2r0s84xGzKW1vrSNC4fWCWKW3vg_xv28gx7_W6tPDwc71_8gKN3RsRD86mBMtW5jyvFR929shpW9kQj2t4Zt4DhV9d0GQ439Q7mW8mV3bt1h2msbVl0BxD7V-cz7W2zbBj48VtcNQW4PCbfb24mdjvW1Nkkvc8Nz2VkW8Zs5F24X1sDJW2l_m5R8zfWN_VtWSsP2QW6MJW8b_4fZ8Wfj0fW2VH3Zf6CRJ-vW20fM993VGsn1VWKch04r728xW2_nq552_qPcGf5t8z0s04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="BeBKFCEq">TNS Staff</a>
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<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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3lzW8yjzGR4J3lz8W7z951P65r4BBW8jJFpb1J1HfBW4lcdD01Cm9_mV7pb3b8MNdJTW5gmrbW1kNqLCV5WmpY96TX71W35JCbh2nbLgYW50kwy91C5lLVW1Zz_tj7NwR7_W6cwr367mYLw-W84CDr15slNnJW7cvxKL8zy84ZN88XNC1TcpxMW6Fnyzj3pPKkNVJvpjb7XMhPrW62LSKX8SVdQVN39JzMcppLRjN11d9HlR9sM8N6zqnTVf4_BLW9bndjh5ZGk4-N3CDrc5VDR-NW92gvdl1-FQ0-VyQymr3nkCrlN1PX-bDn5TbBW5ZDTpQ6mT23Lf7Vr2pl04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="NT7paZzz">
<img src="https://cdn.thenewstack.io/media/2026/03/8b29e7c0-getty-images-lzwee7oe3tm-unsplash-1024x725.jpg" alt="Featued image for: Fivetran donates its SQLMesh data transformation framework to the Linux Foundation" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3lcW2ZXrXf8YX5-4N5xG5vkfGlpQW34_68G1pctzsW1yfP9n80F40jW1F9VyN8CGZVBW3tTYNr96TYs0W1YNmT762LrMNW1Dc7q92ldBynVj1nNr2pydN5W208tjg4H6-zJW35bMcT7V-CQSW6SdbNL6gNKF1N1Cyl-pPP2zdW8LBSh41wJ5bKW5BJ6Cv38_CwWVd2Ppx6MNDvKN3yyP505H_MGW7cGbYL6tQWn9MVWbk-F2jsMW1xKmd-3HXhs6W7RS8Vt7q5q3xN5hmXhHSz6KzW4lqS2h3TS4WlW4WS2jH3hZCPhf6RqCtP04" 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="InKsAjan">
Data </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3pzW6S0K9S33RJmBW5PFHBT8cyG7WW4vHVBd75Wvj5W128s5K1DkG3rW8djk1B4lT4K0W5j8QZd7_D12bW5S90523qfJ_PW7Z2Vmc6HnvSQW6GFhQL66L65NW2Q37QF2d99W0W22HhHx4KDX5pW768qxV3QK8MGVBdgP07wVX8nW6xxjPY86ZGVKW3-hJJt1DVbfQVMsDJ94DLWNWW8SnZPP5LcR49W1CqNpR6sFlZ5W3MFK097y1Z2pW276Nt06LDq0PVd6MdT5D23BhW4vVq6d6VH0nxW1RJbWY96H1MJW6fgyYf8NNGyLW2p_c4d6TF6dxW26t3jT7Fw_5mf4s0CzR04" 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="XiK2wl+p">
Fivetran donates its SQLMesh data transformation framework to the Linux Foundation </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mzW4-vvnt1GfxcSW64V9Jv8R2lRQW7BpGC52J2dwBVrp9n73zmgcZW3TQ5CC8KPW42W4fkwdp2XtspZW4LxY1J1LBfsYW2__GRn766sj4W9jgJF66QzDJVN6V5G7q72QRtW6bKV9k10KfHjVj7BxS5-7K_QVbQJXH167S4vW6b9Rc02H-Yn6W8HRsT-5GfZ_jW5RQm238vgF4DW6TYy578n8RPvN4vhK_CCCsXpN9ghXPlfx5hHW1L5SXn15477zW6H6Q4984xCQcW83j9nC7rgKypW31sqMW6pGb1lW4R6h_T1Ycs9wW9k20Ys5lKt38W2wg7kh3WNY3sf18BsCs04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ">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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mnW4PZH2N2Fp1mnN56fL5MfTytMW6JwrBh5zKcHDW5GjKsm3BSyNTW1WJ9_66t-Z6CW93_ms2255pgxW1fb-Y057xv5RW2VtNl-8r1zKTN4ZHxktv1tzlN37M5WCCmFJkW8cmMK36gMjk0W2VJmWj5rwHG0W6s_Kf17Xfg5jW5F3y6_17JlvnN2Wm8lJ6Sjb5W4QM52H3mkHpPW5JTdxg10gptFW33sR9H1sqfMqVj4-7Z1H40JfW1D0mmR7N2jHBW4hPd4w57X6lcVqkmmH3yRWjRN4BqPsHsMttyW2DR2MD7HLXWgW7D0-Mz3MFGcZW2tYwpY4R4hqrf72QyCH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="ZEpbijLU">
<img src="https://cdn.thenewstack.io/media/2026/03/337b2b9d-barsrsind-d2dx3qztjgk-unsplash-1024x819.jpg" alt="Featued image for: HPE’s AI agents cut root cause analysis time in half" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3lLW31XVwN9dBF3gW3p_Fgf4SPB-dW5zgyf55FkSY6W1y-X_Z78hRwNW1SvRKT8mrYf7W3Mwtls33lRKMW33BS0s3d_wD9W5hdQK53VgxQfW2XJLsP78vDPbW79-z8y8pBmMwW1cCFdt2CKTB-W8DTcGg6-JFjSVc6Qyl6pD4CVVqwYmG71ZtWZW3jsd0X2DFRYnVb2Nxs7CZQYSW9dX2Fy2qmnFgVQFRpX5R0WJqV4z3Kk27SKWVVCQgn242clL7W5m9Vfs6v_3JvW7zQL2h1LtNqKW3PH63B55L178W7-B_WV4VzB_rf61cYW004" 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="uUyhVoBh">
AI Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3m7N8D_V7TkMTTrW5sl7hN10fQ7gVcGxGm6xnCj1W6xJ1rJ2LHKcDW39Fj0b5_xYtbW5S9csD4DsgF3W50KLTn8J9ThSW7WtBd-2lQgwqW2HQ5Kk96CPT5VKrfZP7ryXhJW44Gkqh36dNhtW4VPj4r73GWXVW4x_Qq83VV9QJN1HHzGNFYt6jW6N9ydK1b-wGcW5Z9GNp2hv2TfW1sZvgS3-Z4NSW36V3J45P6th1W1G5kG88HT0xdN5kDnKDcBKSPW6Q_JnS8b35sHW2HNL4k4qfKscW5H71xD96LqwpW8XhkP14RhS_DN1-Hh6f_bsCQW6_-gPq6zTzv7f4X2J3P04" 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="mFAzvvCL">
HPE's AI agents cut root cause analysis time in half </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3q2W1M5cy19jjDRjW7TpTdX42ZF4YW6MxJcv3-16mzV_Vvdc81s-3cW4r6NVR4bshjtV5sV117NYRp6W3hGk5K5P9pjDV88chg7KS6PZVwYjkX8gxM63W7Y-Nrc6VyBGqW1764Kb2dLRKNMcPtV1_jKdhW6lbtlP3pgrdMW7HHKw94TJ42xW7TSbzY5lT-tBW8zpTHv13vPYjW5LLcP47xjsDHW56NZFc92MHgBW4LhyPl8KXpDXW5XD3_332ZWNBVRWjmp29BHc8W8BrQbK8lxLGhW2GWY318zzMVPW3ZxxZt8QB7w7W61Py6n25lpXvW1TFNtf8lLq7Lf3FRw5604" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3pvW81rYzr6SFkzCW47y4n31hqsPlVrWs9w7P4fyFN7gf9ZMMCFs8W5h0CqG1_MVv8W3y8W2X39qfVVW7TYFnq7Qd_vcW7Z-zVh3YZ5DKW3xpwXw2ZWr39W8JV1L-2qGnK9W7WBP-35jBC48VTgPMr1xSMD2W6vSBBg8PVhjsW7f61GX66zH2fW8GgMhB8LRWTrW7zRsGr98MW3fW53XVbW49hRYlW4kvsn19h59WHW97TC9034CyxRW2M_sGZ6wMKTJW7JqLks5J1zLyW2wq9K77LC4t2W2mh-bn8W6GngW1qlfk0606B8yW87sWgZ4qcn7NW5mp-V36YlvG8f39LbHM04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="LNpqtTfS">
<img src="https://cdn.thenewstack.io/media/2026/03/6795d7d3-william-tellez-d-qgu9jtfle-unsplash-1024x698.jpg" alt="Featued image for: Why online stores keep showing the wrong products — and why tensors fix it" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3mXN90fksQCWGx4W5nV-dy8xScsgW5sBKjF3MhrD6W71zyLm87gcTJW79g6qP1-b55LW6gvkPT8rKgL7W34LqPr4R4sy_W1RJJ7l2TW5chW76qPFc91bYLGW2BNFjY2GRrTTW1KShWZ4wj3S2W6gRbBw1V6CsSW2pqr2S4HY9XpW30ZjTR2cSgLJW7SwMst49GbfWW5TJzqN20kMKCW2F9hlz7V9kylW65xHXs16G-5hMv44TppSjsfW2BnrZl4Jmd0SW1-spjt6k81ZFW2NwRsr6BTDWZW1y-6fx5v3z2zW22MdKQ3mZHM7f5G1MWs04" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3pKW9h79n14kXhbYW72G7-r2LF4KxW4VM5k18jDpVFW6LhFbz1J7tCtN7cywb8vsRk0W7s8CMZ1RjzfHW75-vrd7H6qQVW5fBhSM6JbsP8W9cnxTL4bmJ8JW7yH6cl19tN6yW1YjdzK7WxyjnW93hbmX8gtdsNW1r0mf-95x2bbW59P_Yq3BfVdCW5RHW9p8SKqprW47kbvT2z81DjW4xxMWr8--tBJW2lyJXG1x_jThW4DLQ9K4Rt2DFN2qVQ5w8jDfGW87n_0J1c9hC6W6nl464485jyNW87CwTP5XShxRW2qwm6p3KDhx0VM0DFQ5WCBJvW93n_x21j31p3f6LRW6R04" 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="3gAIKSBS">
Why online stores keep showing the wrong products — and why tensors fix it </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3kRW5tRGCn1d0TzpN2ywx63xGFWqW6DcV425FpD_YVPpVqY4f9zl4W7NJR_J5-_Zm-W4qPbl81W6spJW8H9Gwy4BVM9pW1pRrFr73-YbxN8fH9jwgn9GhW4hdbV21W_XwtW5XXgKr3sTF4cW5zXQST6gvK7FVzWQPW5NPQrRN8G2KNgDQ6H_VmWDbm266k9sW8qmFfJ3RRg5HW1P5gpS6_0jDdN46Jj7TbpNbjW2jNvw68hM8C7V5Hh411MF0-3W1jLCv_69-wX2W3tFzlg8pRd5-W8Z6Csw41Mvr9W8Pl3yS3c95Z0f1N8BF804" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="zMK63cKw">Tim Young</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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3pJW8JD5hX5V-p9TW3Mw4pq81nfdmW1JqBdR5H_FHxVpY2Qk2gWl_pW2DW0kJ229lsHN2NBvRZ8LKwHW3Q34Lt6Mf_yQW5W2pnH2kWmXrW5ZtGBk6MGJ5VW2_skCW4SlrGKW82pHhH26F32DW4sLvXx4NpzJsW4GFRbv68029BW4gvt9g1h3Xk1W5-rnCX2ppQGgW7rPxrf4WBbCwN3MZ526ShQSZW48jyxn5G6zZzW9kwTxs7QWJP2N2SQyXjr_txtW2JJXCQ4Hkm7RV8XJzB568tF0W6nGxsh99CCLfW3XDfst1JVqN3W81-l-Q1TN3wzW5C5mqn8Bxkk5f2KpFSF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="C2UFzsAk">
<img src="https://cdn.thenewstack.io/media/2026/03/987f8ec9-put-claude-to-work-on-your-computer-1024x533.png" alt="Featued image for: Claude can now open apps, click buttons, and complete tasks on your Mac — but Anthropic says risks remain" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3pjVg546f49593FW8R34Bq3tWg9TW4D3Hyt7R-1ryW75_x8v8TfpMrW7TfL_q8XWQJNW8tQ4Jh7xXBYYW7mVyXL5RFFqHW7N8smS7NckH_W920Y9K4QJyjSW2F-ZRK7DLHcjW3vRFJ75-mJBJN3dXZZ9DHHZ3W44wKvS3m654XW7WB8RF6kXFl8W7--m4792xhBlN3tcgqCM7m5PW7mNrPl45Q_2fW33m18m5NHMJXW2MFp8F20JnSXW3MhcQK4-v7P1W26y4zW3hHygDW55JJ1R22dSG5VZkY-16jFGGVW6kBSCR5S9Thwf8G140M04" 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="hnUZD6DZ">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3lZW95HZpc6t-WZ4W2TP_Js5FWBScVcdgjc3msrWJV4Dh7Y2cSDwkW1Twh8T6JX4_bW6FH5fv5Wqfx6W6RtFCg79ZyMKW5j17Yr6n1bhMW1LW90S36brx5W4XMGzb7tMX4PVCj4wW3QW9d3W5tnsVM6Mc3-vW72hQWf50XwHKW2wqjC_1ZhXFLW6cj0yt2qZGj0VhSB6M2MYCvcW34g8Z023v8wmVRrh1m372DQ7W22jPRy9fmZj-W64148T2xxHCRW5qY5kD6SzG-VW9hGTvQ4VnmnQW8SPG2N6tVH73N3J8PsgZk95BW4dF_VG31ZwNDW23lb9-4StSZxdznKtF04" 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="nty8N5XZ">
Claude can now open apps, click buttons, and complete tasks on your Mac — but Anthropic says risks remain </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3lhW5QmSGV2r0N8lW2z1sb_69Xj3nW1WrT0X3dr7G7W7nLRD737DYRHW4gpNFn73G6xTN2yR-_Q820dlW5xPL-G4kQ5QjW9jWKkw6nYfxsW9fgCrB1Kyjr3W2cy0V61MYMpVW4lmgLp122N3LW7b8JkS8bPcJqW79WL8t8hYJ_XN3Ck0QbZhmDrW4b9kgJ86MpbwN6n87F09xTHGW5TW9Zm3cwSddW6R18r646s5VcW6WMkf96HCLpvW91YFLx5JRmh1W6f2mXJ6rdkg2W2Rjhqk4GFCWXW7gLXcs8zS7HyW5VPsQf7C28Hzf53SvSl04" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3pMW47YY4Q61m-CbW283mk63Mt2v0W4bZv5J7S6kz_N3TJg4kPBrv3W2m_sTY1DPKbXW3BM7c781GBMcVbtr6K9lrdNlW9hJYBt2R5b5sW4C5bc54FcBxnW2MFXSZ1Hwz1DW7crkQB6SqhBVW9dy0Sq4n5FrZW6kBbxz5gG0VNN1HdxYlTh5S5W4l0r7n2yLyz7W2CDHPd6891qtW98Ll0l7tkGxVW5cTHPz4GKL_-W3NHXcd6zDS0tW1nnbNt6fxlTxW7nxT7Q1QcKgbW6-wFcb5VZdJ_W1CYBK61vBvTTVbHSNy65nzb5W3z5WhJ6G3mpRVZtY_x7d_v80f2KVjn004" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="+GYbZ6MY">
<img src="https://cdn.thenewstack.io/media/2026/03/13f1af2a-imhaf-maulana-ffuad9izkse-unsplash-1024x745.jpg" alt="Featued image for: Why most AI projects fail after the demo actually works" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3kCW7ZtY7j1jS6cqW7XD0hn6mb1MnV4NhDT3Fx_NFW6tt5s42TPTV3VnjxHj9gX1cvN5jK-6VBqsgvW7-vR6Q762wGfW2cNYvb3Px1qRV2R-jH4-rQ2gW5fg9G74h6GyXW8RqzXH2ygrqQW24l7PW6_p8mhW3FnjTB5HzRZkW4cf1Np2kcwq1W456XYC7NGf5_W52t8hC3Br1dTW3_43MP4ZPczKW7GWMQX5ZJWV7N62L_JcRtlnxW3Wjscp1C4mflW16LfGS2tXXVkW7cBV2-2Q9fVTW6ZzXjH1hNGH2W2q_Sbh56kb6Wf2PdXFW04" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3p9VDzYlq77XH2jW4BMf0x95304kW6tG10P1rBN1FN59Lbjpc_lLCW5mrlht3zwf8YW7W9N547ZnNSYW2pR5cC31gvrpW8hbHGr2fm3GZW4LTtzS5jZbDdW2Sm3x_3yqfM3W84xh2h1SmN6qW175Yt92T05tJW8Wy9HL4DrnvGW76bRwk4jpNwbW6Yh4y68dvx-TW4mfKjr27jqqsVzqGTY2MMcldVN4zJR4pj8SQN7Z8k1n_JCnXW7D2-SR45KdzrW75y6151jqkGrW51lgcg8jz5tkW6MvFCP838tgCW7LXXTg91rh9JVjv0BT3_w1DSW7TlMdH4DWhGYf5DJJQl04" 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="9ZznlGYZ">
Why most AI projects fail after the demo actually works </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3lKMX3RfClY0cVW4dR5vn24MH-VTs6tJ7qL61rW5NkWh96F15NwW4JKXz65jdC2BW3fYlGz14C0QkW8h9d5S2RqNVtW6T1mKM1zdLr0W8bwM173G-DDXW22-x_D46QZ77V1TfP38tHmzmW1jNB0C8WbdxhVyShc12vXWslW1FWsQp25gNtVW5V2wrm3Zfp5fN7_yyWsDZfTXW29TBrN4Y7bY7W4cV8MC1jkS6TW3wQLNr4DhTWDN3b65MBjYQbXW1wHwnp2RqTrSW5Pl4JB4LNzTVW79Qn583G0k5KW4TmdQx39Ty9ZW6PV4VW2r1dHMW2FnW1k1l1MFJf75k1xR04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8jlZ+8zD">Oladimeji Sowole</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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03qgz0W8wLKSR6lZ3mxW59dnlK7n1NMQW3Ry88z4k7bS1W5GbzSb7wVmdGW63lkTZ7rFzVLW4GD7KX15rMrnN4CBgs07zZzzW1HpS0B2Fyz-tW7Knxf34_tLdGW5Ddm7V2NzR6VN7kNh2--KhYxVTzhGd8f8SnPMjcM0_XcrsXW2cH8rR34N_1yW209v-Z4QlSY2W4jjnmR6n8DMkW23QmrQ7VRFdjN6vF5cJtDd-sW3md7Kz455Gl2W1Kbv_f9hHCqhW2rp3Rq8d3xhXW7b8bbv7_NZ4yW3zzGvN2zMnmXW9hcVvQ54NVwJV2mr344sLB5CW6sW--b61L1qvW6-tr0C7b4ft3W2VbKk97CSfDxVZGZ6C4Dtx8-f6kZZlW04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ABexZChr">
<img src="https://cdn.thenewstack.io/media/2026/03/2473a5f8-screenshot-2026-03-24-at-16.43.12-1024x674.png" alt="Featued image for: Ai2 launches MolmoWeb, an open-source web agent" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3l7W8WVDy86kpst-W4p5-bV1QCD2BW8hSNRh3XVnwkW7xKfV11spBFFW8lbqVr8jG_SzW4gqqvJ7zCf7lVhbFFr3zTxg_W4rqBLB2wvWJVW2LTssH1nP2C5W1mklyL7X3JLFN2hCn8h5958jW2ZmL8v5f9TH_W6SlxKp3fP0M8W8sM0124WwLkZVsDk9h5L3gzdW1czdz51qtqtKN1ZFjsRlj09RW5-25wK7436PDW1Y-8vZ3Ry-tlW3L_b2H1spfkLW9kQ1rC1VL3qtVCKy2h17bhQqW8NqhH95WwtwZW36NR6F6m82qLf4LKtkK04" 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="r81eKHso">
AI Models </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03qgz0W8wLKSR6lZ3mGW74G1mT6g1HmVW1TpfSx5cy-PWW6hscXz7JrG8PW7x5nXx3nQpR1W8_6TTX3QZxWKN95LwlKFxHPdW6J9b0s92QCqYW22mjTZ1K_ntsW65v53q3Td58YW2pLPqG4VH9xGW6Xpjv92kFwY8W7hVlKz4HKH2kW4N81f82bNq9PW2czMN67g11FWW1rNX_55wsgrMW1DcFb57Zhp9pW7yjs8P1bZ8vDW6MbM6l8xMjJYW1BL_vg7r32B3W8Gwk-b6V4DC2W91mCB91zdZDHW8fYg1h8_yhP1W5Hthb92Gx5sQV3GNr54r8GxlW4pcfj74tzLvGW2f50yc76MRbRW73_vl56ydRCCW30WNc775RtrQf5NNC1204" 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="GgdPw/io">
Ai2 launches MolmoWeb, an open-source web agent </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mCW7NHQ-54QqrFjW2nzf8f1MRqQKW98yMR85VFpjRW8_NhGX1PBczsW5QzL-L2yvj6mW8bcSkx4y12gsW7kfG951yML0TW5ptNx44XztpSW3V2Gm387Nr_sW7qTWNT3GcNS6W8TV15M3PW_lFW1Kf63h98CjxWW5QnXfz1MlX6pW2cl3W_5QB9gKW95xCKN8Bnt4kW1NCDSn8bQTwFVHyr425PcxFZW1hYb5w3pDbwcVhhc2g2B81QdN5qzvQg898PWW6wXgq072zh5LW1NjkkQ2PVfbbW6nwrJH1LFKDXVXNZKJ58PGjXW4vX2tN67yMS0W1tZHz32NDwzvf3YPf3v04" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3krW1_T_m82F3GPJW30H-gK6Wpf7rW6DtzLr6FCZ8GW2HG4_K1yH3WXW8f8XXK81mYYFW44rL1w4-bh-SW3QpxVB3_3RYLW8ZQGmf8WF9vTW3xlzYM6k8X0HN95TrZmL4b3SW6GPrSD4_9YqVW6FrLC_2Z8DR3W1D5XvN8__kmyW5qrLmj7d837sW2N5CgD738tMPW3p9jnp1tSFhYN5qPFgKJyNGfW95zYb36l8hQlW10H3PN3X5K7VW6RvptB1rcF0ZW2ykSKN61BZmMW1M9QH44vHxzsW1DmXgj4rzNc1VLW-MR5V40fcV6mlF32PDG9-W5Sv7qJ1Dv9gpd6WPkF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="OxoVSXyQ">
<img src="https://cdn.thenewstack.io/media/2026/03/d4a524bd-vectorelements-f29f9oqtock-unsplash-1024x652.jpg" alt="Featued image for: WebAssembly could solve AI agents’ most dangerous security gap" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3nbW47D0CH8hKF3MW8d5_R86c11DCW1KcTVp4dzDXbN2nydpbjK9XRVzVNBY1ndjVyW8-NrmK8k_cGPN2J_lZkfhspQMjZq1HMFkqtW8f3szf3rLvxcW5yTYW76lzKjGV3SNPG1n4vqtW6BnsWY64NqTNW8c2f636PV9HBW3nHsQJ7-xMfgW3pHF_n5nBJKXW2-XPym709tGWW778c666g6c2KW3rz29d7-LJSzW6GXkfz659Sj2W5H8R4b7bklJlW7Rf6QG3rLm4ZV1SqSP3DqRkkW8zzBsx99jkkHW3C0rfx3G55pYf2xm5HR04" 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="tBGC2J1Q">
WebAssembly </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mzW9cTbHn3C67bMW2JNKs120XtmVN7j9V59nlpHsW3LcWYV5c4Zq8W3b4rdv3myWpTN1ChVry_zYlRN7HQ0jJ3rJVDV4pS2Y7ZGy7vVRQKDT5mb-zvW21gjKq36jtr1W7YxRYX3bcYCPW4sWXK73T0ctcW1h_mKK9bTgT4W3MlDt63kkJjdW2kW1kw2TkQftW284PK45rdfNcW6vPhh76pTHfGW49bTQ178yGNvW769gnW7vLjr3W6ZLG_T5RF4VdW5T17vF9kP1yPVSxz_89kg-nZW2mgm2t3k_7FyN3JT13hyd3nXW3Fr1Tr2Xvq1dW8BylhP2xFksBf8YQSFs04" 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="Kves6iOM">
WebAssembly could solve AI agents' most dangerous security gap </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3q7W6Kyyr98wMXk7W6GQXlG4XY_WSW5zRB2V2bq1q7W63Jzpz1Q8X8cW4lDCb68dWCFPW8s12Hy5wNmJqW5fG_N17kx6RQW6kPxbh1L0HL-W66lG4N3bqXGbW3-Lxwc3fqKvVW45yY1x6LnGTnVR3SgM6cwsnfW51s6gL3sTL4YMP3dV_HRKm8W5-0xlJ9kZCDjW66Z0Vz8t_rh-N2j_Wl6cM77qW5t8r0K40xN4xW7vwsf01L45_LVtl9nG3J-9SJW7-Ktk57t4T44W8ZDtJX7ChfKGW6TWl3g2cdXM3N6qPthgdphSxMbL4v6GgZlpW3mrMsJ86J1HJdzYV9T04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="gwPZOmWD">B. Cameron Gain</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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mGN2--Ys92H2WgW67_W107YSQrxW1bGXyg7NYm6CW179g9V7RhSgnW5C57d63NcPP8W843jDX5Sthk9VQ4TrK7bSKqJW8vgky619JLrHW166r3H7J0pn6W8nq4Gt8YhTnFW7NWtxf3NsNXjW7JFHTT9cZnGqW3qwlvD1KMYn2W7sMwy11H5gp4W3hptWX4Gnt2-N4_mt8v4WrPjW921wMt4bDqxMW5rh-4P4-PmsxW5ytNpp1_PcnWW8JfYgl93c6HhW7W3xTr45_r9sW6SnfJ97_frGBW2cwywp59Vm5rW7w5fl79g3qFvW3qrWlY1FRN5zW46LHbN7drxtcf5TTJzM04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="0z2l0md6">
<img src="https://cdn.thenewstack.io/media/2026/03/5549fe65-shahid-mehmood-jbggbq1q5a0-unsplash-1024x768.jpg" alt="Featued image for: Broadcom donates Velero to CNCF — and it could reshape how Kubernetes users handle backup and disaster recovery" 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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3kZW3gVGtR7gbXXHW6H6lSX8x5yZ1W5XbGqn2Wq8J0W2z-6ss6NtYx_W5Sp2p48yKVPlW6SPGbh504csLN4H9CSJ4YbdRW1tGDrP7GMh2pW46KRCQ5XttqdW1jqjCc2K5NX3W77hk6w1Jpt21VTgcPX1VFfLCVhYsjV2Rtd9cW1Jj1YR2vZvknW3DmDN96Xw6SnW3tMtY06CY4vDW8GZp5w38R1LQW2sDFHx8ghj5CW8qsPrP2PKLxpN89p0DQF9QtDW8HHFXs4YSGbxW1wGGCG5WLm2nN95TysfclhxsW4jgwSl5N-WfZf5z3tbs04" 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="oG0D6vQ8">
Kubernetes </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3pjW7BBlxj2SCFXxN6qDpXcWwjh5W29FKWt1gczHBV8cMsy8rC8gDV3dWgK4j62TZN2TzH2lkr2SSVygwhY3ZYLxRVc9J2n3Bh9gjW33SL3V65LB-mW59wlb91kHHJVW8k_j7F2tJ-kMW5XnVF_7YBfJ3W2f91LC1rmxt_W80W2Kf5f4mFcVd-dj-3PMpmvN8f3RD8NVt2NW3xpXTQ43DtBXW7dvfPQ2lY88_W8tscGQ3D9NGyW3xgGqw1cJskwW2J38n51Cxq_lW7mv7LF2Dt1WnW8HqQ025tLthJW4D107t1hCSsbVpQT5f5kqNT-W5CnnWz6cX_l5f8X-JMR04" 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="Hqdmsw+a">
Broadcom donates Velero to CNCF — and it could reshape how Kubernetes users handle backup and disaster recovery </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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3mQN7rKGn2V-CLCVmcYHm4KW_LbW7ms_ht6-1DdXVQBXQ31J1tRHW1KB9c24ZX505W3MDHlH12Y8vQW6pvWgY8nHJC8W7wdqz13FvvVsW1Mk2Dr4MBDYBW7HDCrV4GZGgzN6nzQZrfGsD3VDvfgH4nKXW1W6Z0wDV9j45tcVsQnWH6YhNJ7W8bRF9b8rbHgCW288hR91G-3n9W7rg2hJ62F5SYN2Ftyr4PgJ9TV7FmVd5WZvysW7yKP1x8k6g1gW1zCPXj6S8WK0W2GMzN83wCQjzW88qdgj74zQgjW9dmvvr7S_kcCW8_3xrs6k4T5VW7xHNfj6vKFG8f6tmd3q04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="UI4cXK9r">B. Cameron Gain</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
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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/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3lrW3Qbrj46LHctlW6jpnXd87tgdrN6kWkB8pflSmW6_W-x85FB9NZVS5dS24Dty5NW2jGvkM4kZJXnW1stKzv7xyS7kW7_t-hV98HjjKVN0dXw7mw1VyVfcnCm6WRHHrN4nWhFysxSbYW8tP3Nn1Y1fK-W51wbx_3QfjksW33grpf7vNdMPW19SGZy4SjtNmW1hrRYv29vcGgW1XKj2r7L-J46W20LSKj24lJYxVm3XG53GdxLpN6d4nPcfPZhrN2V3fCrVFWK7W8TQmBV6lSQM1W35Q7cK3c0dNKW4bj8RB1CnMKQW3QCF0f4vmN62W3YbTSP2bW3-Kf9fMvPd04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Qo50OmvT">
<img src="https://cdn.thenewstack.io/media/2026/03/40f7abbf-wahyu-bintoro-z1hkpa63m6w-unsplash-1024x758.jpg" alt="Featued image for: IBM, Red Hat, and Google just donated a Kubernetes blueprint for LLM inference to the CNCF" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3nQW2DL2sB5wTCK3W3jSc8936pfBvW83ddmJ5rDBCQN35MJ8b8T0jDW4Pc6mJ4bJv2GW3YxL1d5HBgk1W5P6xZ198GSB4VqRhvF1_gm6GN8x2Bv7y7VRbW93pldP8h8qqMW69V-ny4hrLkkN23P5FnTgsjWW4JJRmV1RMJRKW7mr3hn55Z4mgMzM8XdK0BJQW4H1dHB1_j6lKW2xd6xw1sxNCsW57chxj2rVwbYVV18zy6MqT3RW1dT6ng8K-LHfW6qV7X49fKbmvMsbJFP-xg6yW1KjsHc8Q8QcXW8W6pW82zzlbfN99m3Hh_k3gPW6bL1qP6JGYKkf6xyXsn04" 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="Yl8QK0Uv">
AI Infrastructure </a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3qgz0W7Y8-PT6lZ3pYW3GF_Ps7FGWvMW4V5z0K1p8YlYW8Rb4DC887PWjVND9Zw2XwRZ7W5pj3LK7Tb8T9W8gCd5R1FdPmwW47F-KR4xJ0jhW3-g8191lFPh6W5k0D2d2BSnBDW7x_dK58LKRg7W8vg-bj1lpB7dW5lvy4356sLlmW1MryYs3TNrMLW81-LD17BrqQBW1dqhSM3n-rZSN5ZDhtDycqkCW6Z-B7d2bKrrzW1M8b2n8Jth9dW7g5lwD10B3y7VD7NcW6ckP2GW7gL8975y5tHyW6xFH3R7M-GnJW4lWJ0M29Rq4_W5BTZMZ43cGysW8zcm_V6BhhK5N7LpldGt2XWKdqgZj404" 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="GEYX/Rl4">
IBM, Red Hat, and Google just donated a Kubernetes blueprint for LLM inference to the CNCF </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3qgz0W7lCdLW6lZ3nwW5QXmWP7Mk7qRVplYyZ3DyWWlN1nl00_jlVtGW6-VfFM9jwrQzW61J8xY6qppvwW7f9lCg1gDNXZW3qlZk52MkQC4W7Ryc_c1rp7C9W15vpXR1Mtk48W83tv8y6mlHdKW34w3JK2533TpN8XQHcY9pjctW1z3Hc95RCKLvW7p1vgX29ljzLVy5nlh4y6CBSW354gwt37SSDkW8GQ8FV4-LmSWW3XY88V8P477tW3b8m746PR8MhW18gLw67s51ZCW5SGDwQ4Mf9KZN4qMlmCTHjmRW85vsJZ3Kmx4JW4KGV4K34VnLRf8CyPr604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="R1CcAwNm">Steven J. Vaughan-Nichols</a>
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<h1 style="font-size:24px; line-height:1.1">New Python guides: From switch statements to binary search</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dz63hCZYW6N1vHY6lZ3l1W3Fp0rZ5ylnbdN3KmCLYlKjRzN61P30YnpQMpW26MQDD2QvrjfW7RfGTV3pSJ9BW7f_RBB34qP--W68T86g2Ns076W3hlfGz1F2lxCW6CPjHq60tyC3W65hjbz1ZNvhJVMkVPn6w41X_W1hWjt529gJYhW5lCn2m8YbT90W46DNDg2gt1ZJVZ3Hfj95vqrGW3hlMFn7Z4znTW5l_MWh5N1jthW7wPs796rbbgFW4Xz50f6PxMY8W3JwsLh3XNZY7W6J5jT32NlZqvW81gqb259wszSf4k83XT04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="OUDJDo4B">
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From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2026/03/039f3c1b-r-roadmap-logo-scaled.png" style="display:inline-block; vertical-align:middle; height:20px">
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<p style="margin-bottom: 1em; ">Python is constantly evolving, and staying sharp means mastering both its modern syntax and its foundational computer science principles. These <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dz63hCZYW6N1vHY6lZ3m1W3GyjNG8vMXcrW78gQKV9j-2T1W73Y7Y66tv6kvW5Q7BBm43VQ08W605-f481S5zhW7s7v0c15S8xDW5cJvPB3m-lYlW4h8fjN6n_10hN7Fsr67M6Bn7W4YKSht143VgDW6XJQrt4KVTFpW3-rnCk3tCtXrW7QDZ3m6X21bJW35Qvkv114NKwW6TDR-08c5rr4W1XJg2w1lLzMrW5j6tCH7jVDT_W86vLmv6KK9bXW7WFsw24jSTXNW75YsC47pcfxFW5Hkv5X5XwDJmW6w3njG5B07Cwf2bw9GY04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="5Vx8fM4K" target="_blank">three new guides</a> from our sister site, roadmap.sh, cover the spectrum from day-to-day scripting to high-performance logic.</p>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dz63hCZYW6N1vHY6lZ3mMW5cl4Hf8_bJFLW1Fywt63JPJhvW26q9cT7HT20fW6cbZ_-8tw7QzW55ggWZ1G0nzsVGN4FQ4D9glnW7FsPVm1QKVPwW5pBQ4d3MXBLKW8flf_355DlvyW2-KyT06jZk5kW2Zz2Pg498zWfW4bCWZK7XCCC3W950by_7BPppCVsX-Xd4HpPwMW1QyZGJ3MTczQW57jTmf7TqHW7N2VcLk0xy3CfVQCytm7b4qltW2tgq_n7lVt-XW90cX6y7-TvzBW49PKvY1m8lzSN9g3B7Qclz0jf6qJqb-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="xQHon1l5" target="_blank">
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EXPLORE THE GUIDES </div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
<table class="cta-item" style="margin-bottom:20px">
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<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DBj3hCZYW95jsWP6lZ3p0W9bSj0V3hbKwTW20DZHm406blbW7gLRbS7pV_F0W9csHTC7zdQbmW3BcbyV7-FxrFMPZrh2fFYhNW4CDPFQ3W7z3TVQy5_T253_19W3h5mVT5h4qk0W4n3jYV7rb4qQW8CXXRK27lvGHW1NLstT7cNcbRW5W0fm96wJlhsW3xxKC880QLbQW8YhfBn5MbyswVtLsz76fCDk3W77xdWj1XxWjmN3CKksKCwNTmW2bnFBW58FjfMW66K06b8VfQD9Vlz9B81wQnsKW2kg8ng7LxT0HW288jv15J_SZkW71K8Vb28wMgKW4LXTm06m788XN9kBbcRFpk_CW98ZWyF7ZK8mPW4x6M2H6x2gcHW1_1Cml32n0z5W4jWlfC2wGDrxf6NztvC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="a09TzAVF">
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
AI-powered Kubernetes observability best practices in 2026 </div>
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In this webinar, we dive into how AI-driven insights can safeguard the health, performance, and security of your K8s environments. Missed the live session or would like to revisit the insights? You can now watch the full webinar on-demand and catch up at your convenience. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DBj3hCZYW95jsWP6lZ3p3W5pz9TK19rW5BW69jg9J8_vnWzW95YJnb8Sd1kYW4QtG755d_Q-gW1pw_Wx3Pn4LXW27qnL48zzMhsW4PWNBt6LrvVBW6x6_qx2vLx9JW5tXn8c4cF4P9W2vgbFc2N9MdJW4VFl0017lkZxW82y1Dw5j9kDPW2VwLkN6WTnTlW8kBQ6n7nzwpzW2v6r6c9g-Bw2W249Gf119vtQPW6m_LPV2b9RvNW60JsRm8XVzf5W4S444C6BJbH3W7484XF2dnDpMVQ23kp4J4cptW2jYW4m8plRRzMm1dqth76YxW1-QCKt60S-csW86LLXP7cGntcW2rd1ZP24cX5mW6C6HQ25yYXlPV8P4xM39YyHwW8KwNHd3qG8C1W70pBsC9978Z1f7LWZzW04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="oJv9r6e+">
Catch the replay
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3hCZYW7Y8-PT6lZ3l3W7FJHkT3zq3t3W5FmdR88btK7qW1p-rdZ2tT8fDW52khpJ3BXrcfW1-hbwz4WLD8yW4hxQ795QLjmzW8b1YgK7rB0qKW28qkyh3VW6zVVJVgvJ7rycR6W1wpDPW6dVHhpW6Ckf_B8z49LZW1b1MSt29gNwkW8LxcSb2rp-2XW5Wn5kD208qZnW3yxXWs6h7v-yW3nXNsc1_qmLqVv8F5457CsHrW5q8SPX4D9mGKW6z5zyG4ftRvfW5L5txJ84LxsQW3fBMJs4PVXfbW1TMvt133JCzQW5WNdsR9bMJ-mW44rfXK8Qkzx6W6wqZ_33n1tcqW52B3MX7-CrQdf3vsvld04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="9asANGky">
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
AI can write your infrastructure code. There’s a reason most teams won’t let it. </div>
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Spacelift co-founder Marcin Wyszynski on why AI-generated infrastructure code creates new problems — and how guardrails can solve them. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3hCZYW7Y8-PT6lZ3kSW1NlKZY4G9zjLW4s-XFY4z9SBxW8kypCj8nx7X2W1mT4XN4m2vPZW6nzs4X3NVDlKN2jQcqghVCgsW9hFNQG2Stnl6W50LlT22wJzZVW1HfnkV6R-wgPW39rfZr4vvsQvN7vHQ3G7flh_VQ3qdS1tDKj1VltyxY5tYsxmW18kj8s62l6fGW7s_lD34GHm3dW87z0Sm6lcmrzW7nxWYR2s8LLsN1JhPXkq4Kw4W4pk7Qt6RYhsvW1bzm5P6QKfxfW49qm0763QlvNW5JnVlz3KCZY9VyK3263dHjd3W818Gbs3HZs2WW2VdZzx6jzhZ1W8sWgBF6Wtj8Pf6Zs3gW04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="MyfZdBYJ">
Watch the episode
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3hCZYW7lCdLW6lZ3kYW3xTPgC9gXj9WN2-tDyyJVYM-N1fFjgN5rtYZW3JpXdf2qD4wbW7PJVmz4JS9CSW6NRgQP5k2fjsW3x4PNH7rHmZRW8Rt2WZ3ZHzkmN50ccl_q_kZbW5bcpq11M5jJ2N2KT0bsBlxZ5W4vh-Kx6PQng1N8dnXbfgmRNXW6VBwSz6pdfC9W1cPpCW4LtvDfW7Hl9HM8BRShXW7XXr7Q4y63CqW1J05wF5qfLt7W5xgjCX7gY0Z8W7SR3bZ5MX8TZN7_Bgyxy4zpnW3mhq9s35KMCxW6mJVYW9hJ-lpW1kMlYp5l3VVKf2QMpk604" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="i21bVKiR">
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Ex-Snowflake engineers say there’s a blind spot in data engineering — so they built Tower to fix it </div>
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Tower, a startup founded by ex-Snowflake engineers, raises $6.4M to help teams deploy and run Python data pipelines in production without managing infrastructure. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3hCZYW7lCdLW6lZ3mcW1pXRG55Gp8xLW56gbP_4znHZVW721_KS8CHW5SW92Fzk-1dcl0GW7pVVqz7XPy6DW8XGxXT36WHWtW3ztJ0D6t3W2JW75Q0zP5L-LLqN258dRymlDhRW3dFpnj1ZthTsM72Hp89zfkTW2m68h246y-7SW2pQkT76Trp5DW2cVJyP6vnv1FW1N370w9gldGjW5L0DdR7m-wQRW8hx-2V7h9cTrW37TXW43nrmDwW2qk4lZ8VvNFkW1WNxV65-mDM4N5ltthhK6xNhW15JB-56cscmTW6BpQm-4nRxFVN69Nm5f9bbm4f3NP0zd04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="5VbTZEth">
Read more
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Plus: Claude can now open apps, click buttons, and complete tasks on your Mac
March 25, 2026
Claws for concern?
In the same amount of time it took most of us to forget our New Year’s resolutions, OpenClaw managed to upend the world of agentic AI and somehow hit 247,000 stars on GitHub in just about two months.
It’s a neck-craning trajectory. And one that left Apple and Google — who long promised the wonders of agentic AI without actually delivering them — firmly on the ground as OpenClaw began to soar.
“It took an open-source project to blow the lid off [the market],” Jentic CEO Sean Blanchfield tells Darryl K. Taft in today’s lead story.
But the fallout over security — or lack thereof — from OpenClaw created something like a pounding headache for everybody in the ecosystem. Researchers have found about 40,000 instances of AI agents that freely blab passwords when asked. In his story, Darryl writes about Jentic Mini, a new, free, self-hosted “permission firewall” that enables developers to add a layer of control around their AI agents to keep things secure.
Go deeper: OpenClaw’s biggest security flaw is why Jentic Mini exists (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03prCCW8wLKSR6lZ3lmN57-5wYjTs5tVj8byB8q6vS9N94Fl03YSsBtW99bBjF4j18-BN5pws2xk3pmWW2CFlqV8V7fHVW3HycsW2hc7pVW4HtCpT5yYFdTW89c7ly8wndcGW3zxZnr10TbxfW8QLBph3vlGLBW3Mmr-33djjXlW1jkN3N9dFT_bW65vnf66-qt9JW3v4dBS1VHNFFW5bR5js1qy4j6W6lzH043cgm36W80Hz9B2kwdFYW1gCcP013pdmhW7W5t_s7Zt63-W94QHLh6tVSbQW1VXN488sMYkyW5CRVmx31VxMFN97Lwl4_QqH-W7dSWTk440qBPN5XW3hZhk4sXW59_cr75VfWz1W7pVlG52x_9BBf3dM_BF04 )
More stories for your Wednesday:
◉ Fivetran donates its SQLMesh data transformation framework to the Linux Foundation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3lqN3Q1XKN2lXb9VfRQTp6WBc3-W29YtZ76lm5BfW1HCQPM7LxCJ_W4h5y8d4nXq1BW45JZXR2z-fl1W8DV0md6wB4VBW14JgGg3-nc8YN2NZgpv9855SW7DYMrH7T6GCyW5gjJxx2g8Xl0W6kD3Jn4n5ycbW3vlBhy4PCWxsW42j29j3vTBDcW3ZNdS_4GXgxwN1-t-Y0gdg9fW8v1bZY84ysw7MTVSSV8xLyrW5yw50h51nCRsW1j0zc798TjX_W5bCh_45DLbFFW2rFQm-7bSzJbW1YYmyr8NJqghW14xZrV4Gz2h0W5tlM365ZGd5qW6pVyWc1fgH07f8N7WK404 )
◉ Claude can now open apps, click buttons, and complete tasks on your Mac — but Anthropic says risks remain (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3n8W49WXV93RC-hbW7QGkmc3tRQsCW4gc7Ry36jt-0W8NKVmV1f8rmZW4TdYj894-3PwW26DJhl4GX6KTW5B8P1L5PS9HfW2LKYxl5DsN1yW8vm-f-5fsbyNW2HLGt81Jjs4DW3M0pHg8CQW5sW6qXbYp3Nzc_PW389T6z2wWY0yW6VV7M55_QFypN5MLzlRKPPkbW4N-Cry4qkgvjW6_rPKF5YJ69XW8H_QDw77fW00N1g1Qw0HhdjvW6vqwkR4WwHS_W2r-j6B1gBXRHW37-gbw6cgvpkW3494cy4XX2LFN3Qfb4kDwF8mf8V_lVK04 )
◉ HPE’s AI agents cut root cause analysis time in half (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3p9W2MT7__8HRdvTW8_Gb894jV3DwV4kMG496V-v2W25zS-H3cj4MWW5R7Mpn3mq4CHW2HZLXN207_TnW1FYtG41VMHsnW7bYfZg1Yf74rW7KPJ7R1JJ0HXW1Fl6Dv5WShL2W7lTT0p4DK6N6W3TRxNH45jLTDW8zkS746dshm6W5M0XTD5mwScbVH5KVf6kDMXbVvBQp78WtHMZVrqb2612PHLGW4BNKKy3d-hdmW3rQjXW6_-vlJW5Hb3V26wSY14W7jvNR43YkVr0W1tZCsb4jtyL6W6FPLhM27X7n1W6GttYD7bKvCwf13yMVT04 )
TOP OF THE STACK
OpenClaw's biggest security flaw is why Jentic Mini exists
Featued image for: OpenClaw’s biggest security flaw is why Jentic Mini exists (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03prCCW8wLKSR6lZ3l7W269Syw8M6vvpW4f5XlK89hgtyN1Zs3G_cQc0gW4_FN2F7gM0rBW899rgK8VzjspVFv-Jm4SPsvJVR4TMB5qXHrbVBDHh47qM3lzW2VBk2M96WmC_VF8XmQ8nCfXyW4lRWpM83rP-yW1llSkD63J1CkW2T0V7q1v73XBW60KZQG5Wv1XrW41fWtd1-NJn3W5LFMMh8zlY93W10WTnz7B-_xlN1g299Vh3JywW6CF7dk6k2DYdW4sVTNv7wHt3fW76Sj4-1Nxx-DW5617sH5JXmnjW1KcnBf6sYzWgW2HKrKt7T89XRW6GBdt_7s8v-6W4zZr9l5XDqQKW4vvXX84tQ1PGW3YbC7Y5XtWf5f9ckqwg04 )
Dublin startup Jentic launches a free, open source permission firewall for OpenClaw and other AI agents, giving developers credential control, fine-grained permissions, and a single killswitch.
OpenClaw changed everything. The open-source AI agent, which went from zero to 247,000 GitHub stars in 60 days, finally delivered...
READ MORE
Scaling production AI just got easier.
Portkey’s open-source, enterprise-grade Gateway brings governance, observability, and reliability into one layer, with an MCP Gateway for every model request and agent action. Fork it. Self-host it. Build on it.
THE REPO IS OPEN
WHAT ELSE IS NEW?
Featued image for: Your Kubernetes isn’t ready for AI workloads, and drift is the reason (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03prCCW8wLKSR6lZ3lgVqZtNX76pWyLW95m39K4D9N_JW9lHcTt5HwrwdW6y7w235cvTkhW4HJ2FR6n_QQ6W11zQFx8h1lm8W7FN0dd2-rVkLW1Mt_vy2dk1bZW5rNDvW4VP2DvW8RtkXj8ycGX1W48F8kz55sq4LW8G5CXy6yQsRJW3hWzv21SLY9XVWrd1h1H1gkkW95QlRj1GdmXzW3nnLFC75kfrJW1QktKP70QZ8pW7lQdGQ2jq2bbN2mLnlJpPqXDW9jYxjy1vlMX-W85CZF35rqC2CVTLr3G169rGFLStKlPHkn3VpqvKv1r5J9pN368CVZWbf6hW3Z1Fth5rS_4BN5v5JpCDnp-pW3pKcTt1N6MsGf7LW1K804 )
Your Kubernetes isn't ready for AI workloads, and drift is the reason (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03prCCW8wLKSR6lZ3lgVqZtNX76pWyLW95m39K4D9N_JW9lHcTt5HwrwdW6y7w235cvTkhW4HJ2FR6n_QQ6W11zQFx8h1lm8W7FN0dd2-rVkLW1Mt_vy2dk1bZW5rNDvW4VP2DvW8RtkXj8ycGX1W48F8kz55sq4LW8G5CXy6yQsRJW3hWzv21SLY9XVWrd1h1H1gkkW95QlRj1GdmXzW3nnLFC75kfrJW1QktKP70QZ8pW7lQdGQ2jq2bbN2mLnlJpPqXDW9jYxjy1vlMX-W85CZF35rqC2CVTLr3G169rGFLStKlPHkn3VpqvKv1r5J9pN368CVZWbf6hW3Z1Fth5rS_4BN5v5JpCDnp-pW3pKcTt1N6MsGf7LW1K804 )
Featued image for: Fivetran donates its SQLMesh data transformation framework to the Linux Foundation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3lqN3Q1XKN2lXb9VfRQTp6WBc3-W29YtZ76lm5BfW1HCQPM7LxCJ_W4h5y8d4nXq1BW45JZXR2z-fl1W8DV0md6wB4VBW14JgGg3-nc8YN2NZgpv9855SW7DYMrH7T6GCyW5gjJxx2g8Xl0W6kD3Jn4n5ycbW3vlBhy4PCWxsW42j29j3vTBDcW3ZNdS_4GXgxwN1-t-Y0gdg9fW8v1bZY84ysw7MTVSSV8xLyrW5yw50h51nCRsW1j0zc798TjX_W5bCh_45DLbFFW2rFQm-7bSzJbW1YYmyr8NJqghW14xZrV4Gz2h0W5tlM365ZGd5qW6pVyWc1fgH07f8N7WK404 )
Fivetran donates its SQLMesh data transformation framework to the Linux Foundation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3lqN3Q1XKN2lXb9VfRQTp6WBc3-W29YtZ76lm5BfW1HCQPM7LxCJ_W4h5y8d4nXq1BW45JZXR2z-fl1W8DV0md6wB4VBW14JgGg3-nc8YN2NZgpv9855SW7DYMrH7T6GCyW5gjJxx2g8Xl0W6kD3Jn4n5ycbW3vlBhy4PCWxsW42j29j3vTBDcW3ZNdS_4GXgxwN1-t-Y0gdg9fW8v1bZY84ysw7MTVSSV8xLyrW5yw50h51nCRsW1j0zc798TjX_W5bCh_45DLbFFW2rFQm-7bSzJbW1YYmyr8NJqghW14xZrV4Gz2h0W5tlM365ZGd5qW6pVyWc1fgH07f8N7WK404 )
Featued image for: HPE’s AI agents cut root cause analysis time in half (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3p9W2MT7__8HRdvTW8_Gb894jV3DwV4kMG496V-v2W25zS-H3cj4MWW5R7Mpn3mq4CHW2HZLXN207_TnW1FYtG41VMHsnW7bYfZg1Yf74rW7KPJ7R1JJ0HXW1Fl6Dv5WShL2W7lTT0p4DK6N6W3TRxNH45jLTDW8zkS746dshm6W5M0XTD5mwScbVH5KVf6kDMXbVvBQp78WtHMZVrqb2612PHLGW4BNKKy3d-hdmW3rQjXW6_-vlJW5Hb3V26wSY14W7jvNR43YkVr0W1tZCsb4jtyL6W6FPLhM27X7n1W6GttYD7bKvCwf13yMVT04 )
HPE's AI agents cut root cause analysis time in half (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3p9W2MT7__8HRdvTW8_Gb894jV3DwV4kMG496V-v2W25zS-H3cj4MWW5R7Mpn3mq4CHW2HZLXN207_TnW1FYtG41VMHsnW7bYfZg1Yf74rW7KPJ7R1JJ0HXW1Fl6Dv5WShL2W7lTT0p4DK6N6W3TRxNH45jLTDW8zkS746dshm6W5M0XTD5mwScbVH5KVf6kDMXbVvBQp78WtHMZVrqb2612PHLGW4BNKKy3d-hdmW3rQjXW6_-vlJW5Hb3V26wSY14W7jvNR43YkVr0W1tZCsb4jtyL6W6FPLhM27X7n1W6GttYD7bKvCwf13yMVT04 )
Featued image for: Why online stores keep showing the wrong products — and why tensors fix it (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3p3W8KzfnX7PktzjW9bXjVC1h-ZTzW70VwP461-HqkW6KV8Cc4FcfMwW1l_dKP5c6Q62W3MgjTb4SgB4pW2dFKQR6tGmB9W3lVX042PNV8rW21rG876H9sNYVnQxRY5x_Py_N4kc62yfxN2RW4gK7pf1t8TNdW19PKhK90LSMrW8spfqZ3djRfmW175bf56YcjrKW6bcKc64nHyV_Vs1b_W1NmsRHMSx6bwmwKB1W7vz_yb5Xlz2tW5WH5535_9DsDW5c7KkC4fGmSyW2J0gJP4sbCsNVDJ28T2FrtfVMnX0j_p2Kx_VqJh9k28_vNMW5RvY_m6dZMp6f1VNpBv04 )
Why online stores keep showing the wrong products — and why tensors fix it (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3p3W8KzfnX7PktzjW9bXjVC1h-ZTzW70VwP461-HqkW6KV8Cc4FcfMwW1l_dKP5c6Q62W3MgjTb4SgB4pW2dFKQR6tGmB9W3lVX042PNV8rW21rG876H9sNYVnQxRY5x_Py_N4kc62yfxN2RW4gK7pf1t8TNdW19PKhK90LSMrW8spfqZ3djRfmW175bf56YcjrKW6bcKc64nHyV_Vs1b_W1NmsRHMSx6bwmwKB1W7vz_yb5Xlz2tW5WH5535_9DsDW5c7KkC4fGmSyW2J0gJP4sbCsNVDJ28T2FrtfVMnX0j_p2Kx_VqJh9k28_vNMW5RvY_m6dZMp6f1VNpBv04 )
Featued image for: Claude can now open apps, click buttons, and complete tasks on your Mac — but Anthropic says risks remain (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3n8W49WXV93RC-hbW7QGkmc3tRQsCW4gc7Ry36jt-0W8NKVmV1f8rmZW4TdYj894-3PwW26DJhl4GX6KTW5B8P1L5PS9HfW2LKYxl5DsN1yW8vm-f-5fsbyNW2HLGt81Jjs4DW3M0pHg8CQW5sW6qXbYp3Nzc_PW389T6z2wWY0yW6VV7M55_QFypN5MLzlRKPPkbW4N-Cry4qkgvjW6_rPKF5YJ69XW8H_QDw77fW00N1g1Qw0HhdjvW6vqwkR4WwHS_W2r-j6B1gBXRHW37-gbw6cgvpkW3494cy4XX2LFN3Qfb4kDwF8mf8V_lVK04 )
Claude can now open apps, click buttons, and complete tasks on your Mac — but Anthropic says risks remain (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3n8W49WXV93RC-hbW7QGkmc3tRQsCW4gc7Ry36jt-0W8NKVmV1f8rmZW4TdYj894-3PwW26DJhl4GX6KTW5B8P1L5PS9HfW2LKYxl5DsN1yW8vm-f-5fsbyNW2HLGt81Jjs4DW3M0pHg8CQW5sW6qXbYp3Nzc_PW389T6z2wWY0yW6VV7M55_QFypN5MLzlRKPPkbW4N-Cry4qkgvjW6_rPKF5YJ69XW8H_QDw77fW00N1g1Qw0HhdjvW6vqwkR4WwHS_W2r-j6B1gBXRHW37-gbw6cgvpkW3494cy4XX2LFN3Qfb4kDwF8mf8V_lVK04 )
Featued image for: Why most AI projects fail after the demo actually works (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3kCW7WwkRD93P1qDW1yyb198YTLDFVxXKJL2gsQ2fVqRzJ71y2lwgW4yrgwR63sWf9VtVWMX3pNFvyW8mQWr-2wvdYSW7HNbNm1gBZhlW190fh_2MF2c4W7ZtQCW2LS9K-W5HXyXT9dwj1RW3X-RDS1zgyTWW49H60T22NpfdW922TnS6m5TZBN9gm8wtBcqXpW43x_5490HVt7W1nPYf59hzt1nW5VWxBL15LWnpW1cZMzH4CPy8XVDFfX962G2FMW3RnCCY39FZgBW95M-Y323jWChW7ct0sP4rJbqHW3SxCqp73cgl9f2WL_Jq04 )
Why most AI projects fail after the demo actually works (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824Dzq3prCCW7lCdLW6lZ3kCW7WwkRD93P1qDW1yyb198YTLDFVxXKJL2gsQ2fVqRzJ71y2lwgW4yrgwR63sWf9VtVWMX3pNFvyW8mQWr-2wvdYSW7HNbNm1gBZhlW190fh_2MF2c4W7ZtQCW2LS9K-W5HXyXT9dwj1RW3X-RDS1zgyTWW49H60T22NpfdW922TnS6m5TZBN9gm8wtBcqXpW43x_5490HVt7W1nPYf59hzt1nW5VWxBL15LWnpW1cZMzH4CPy8XVDFfX962G2FMW3RnCCY39FZgBW95M-Y323jWChW7ct0sP4rJbqHW3SxCqp73cgl9f2WL_Jq04 )
Featued image for: Ai2 launches MolmoWeb, an open-source web agent (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DB03prCCW8wLKSR6lZ3m4W75vPrG1-d-zfW9h-Tc87wws3FN1YM3vK10bzLVFzXnl8xsG9HW5RszgP7Rb1tzW4Ghp_w9jHzSxW28CLG29dy5sbW7xNF1-4s7sprW6BMf3c4VBH-KW5Cyrmz7_1MVHW1BWJYX2bTWBDW1B7J986T2zd0W2r6rXn9f16VHW6Hyv6d4JJw_DW6ZFmV-5jChcYW9hB4J62V_7CTW6jr8GM44J_CHN36zPBGF_gfPW3PBxDd2GWQF5N527R5fjBXq6W9dnxcb9cytHJW3PdmWz6PMmHZW4cFcBx9j-6XLN16L3z36q5w5W17RZ974d6pZMW5RQxyw3wY7_yVNht_N7KXgfsW6M8CCQ14f7Lcf4XRjxM04 )
Featued image for: WebAssembly could solve AI agents’ most dangerous security gap (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3lQW2tbkCV6XC3qbW3CZwhm7_2HFQW49qLKZ8BtNKmW4Ft-4p8P42QqW8KvMHl523RbcW50wKll5-gsJ7W7RDPfj1k4TPJW10xbgN8mChPsW6SZdf73scXQwW5WG7yD4MmQjMW33Fm9t3kZJS8W7BJKn3899rP9W3xVPjx9lWLRhW2TQqfC90bfy4N8k8pKMr_78-W8FKWD75_DXgTN2mzgbhWTgwLVqBkzy8cx6lrW5_9jwv9fMHXqW4Hrmp827H8Y9W9f_621173BKvW17RjVj5LYxDcW331GmK5L132mW2J6tcx1vWWBbW6vDWXH42dcTdW5xcQNq3cVk3Mdngymv04 )
WebAssembly could solve AI agents' most dangerous security gap (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3lQW2tbkCV6XC3qbW3CZwhm7_2HFQW49qLKZ8BtNKmW4Ft-4p8P42QqW8KvMHl523RbcW50wKll5-gsJ7W7RDPfj1k4TPJW10xbgN8mChPsW6SZdf73scXQwW5WG7yD4MmQjMW33Fm9t3kZJS8W7BJKn3899rP9W3xVPjx9lWLRhW2TQqfC90bfy4N8k8pKMr_78-W8FKWD75_DXgTN2mzgbhWTgwLVqBkzy8cx6lrW5_9jwv9fMHXqW4Hrmp827H8Y9W9f_621173BKvW17RjVj5LYxDcW331GmK5L132mW2J6tcx1vWWBbW6vDWXH42dcTdW5xcQNq3cVk3Mdngymv04 )
Featued image for: Broadcom donates Velero to CNCF — and it could reshape how Kubernetes users handle backup and disaster recovery (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3nxW96kB5T3DR2ngW8WL68L48gjK2W8tNhYr4_32lpVPnk941nn6_4W1V-v7C7X76N0W6wjQ1N4XzbkyW5sgLPR4kF4j4W1-vpvl5LCHFzW3Zs_9d5RVL5FW9d2x4y6qLldGW6Dvqf02pJn6yN7t2rbDzWsn8W49VbQj7GV5VqW4mqkQ-557ttSW4CLYnl13zLR7W2-5Lg98Vd1YgVp64vH6NTZ0LN8YHb3L76DNfW8gCGc-72djHWV9FXbg8tMrfRW8cYrCF2GQD_cW5Phn-q35cftPW5b-jVX3bCtjkV73Rmc4GLCq6W2pJ3RT4xGbM4V_5p2J8710S4f4vqJtq04 )
Broadcom donates Velero to CNCF — and it could reshape how Kubernetes users handle backup and disaster recovery (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3nxW96kB5T3DR2ngW8WL68L48gjK2W8tNhYr4_32lpVPnk941nn6_4W1V-v7C7X76N0W6wjQ1N4XzbkyW5sgLPR4kF4j4W1-vpvl5LCHFzW3Zs_9d5RVL5FW9d2x4y6qLldGW6Dvqf02pJn6yN7t2rbDzWsn8W49VbQj7GV5VqW4mqkQ-557ttSW4CLYnl13zLR7W2-5Lg98Vd1YgVp64vH6NTZ0LN8YHb3L76DNfW8gCGc-72djHWV9FXbg8tMrfRW8cYrCF2GQD_cW5Phn-q35cftPW5b-jVX3bCtjkV73Rmc4GLCq6W2pJ3RT4xGbM4V_5p2J8710S4f4vqJtq04 )
Featued image for: IBM, Red Hat, and Google just donated a Kubernetes blueprint for LLM inference to the CNCF (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3nlW2YN5dn48MLRCW9cKNJH8Vw5tgW3TD-Qh5cZzMgW5nrd1V2hgCVFW7J9HRh1DLVVlW9055df7qWCfRW34QSRz1n49PJW6xJlvQ63CbSqW7hXMD5598mx9W5Vzz9D7DhPt7VJJ2l31R2BwKW1-zz7J3j8qtbW60Xysn93NBc8W3kBcqp2G_MGyW40DrX99fXYvnW2r7t-J4QHZ6qW6FR6pF5yWJ5MW1NfM0v94R_DwN5zFbM8YzRpZVccWt1958yFwW80V8mv2p0gyNW2XXTmB2MYVVKW5qVHv595rvxPW7K4G131lWlRjW8YP3XM28LRg_W5kq4wZ2vwhryf4_Flg404 )
IBM, Red Hat, and Google just donated a Kubernetes blueprint for LLM inference to the CNCF (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DzK3prCCW7Y8-PT6lZ3nlW2YN5dn48MLRCW9cKNJH8Vw5tgW3TD-Qh5cZzMgW5nrd1V2hgCVFW7J9HRh1DLVVlW9055df7qWCfRW34QSRz1n49PJW6xJlvQ63CbSqW7hXMD5598mx9W5Vzz9D7DhPt7VJJ2l31R2BwKW1-zz7J3j8qtbW60Xysn93NBc8W3kBcqp2G_MGyW40DrX99fXYvnW2r7t-J4QHZ6qW6FR6pF5yWJ5MW1NfM0v94R_DwN5zFbM8YzRpZVccWt1958yFwW80V8mv2p0gyNW2XXTmB2MYVVKW5qVHv595rvxPW7K4G131lWlRjW8YP3XM28LRg_W5kq4wZ2vwhryf4_Flg404 )
New Python guides: From switch statements to binary search
Python is constantly evolving, and staying sharp means mastering both its modern syntax and its foundational computer science principles. These three new guides (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVSQGr5vmPYcVPyxqb1VSq3sW7RdXLG5M41nzN824DyR3gP0xW69sMD-6lZ3lgW9lNX9q1MwcR5W2jJg8w2G9ZlmW4x9jdG1h0Cs0W126V_q2SlVjcTWLX96wgRpHW4PqV728dMxClN7FVfX4cGLZ-W7R_w-47myV-SW7-J6fp1c-yWRW8nS5W87CmZs2N71F-RSkPH86W4PPyTn4jL0y5W8Y3G_W2TRRv_W1yvxCM4nMtxHW4mfpt739lnpDW9ll5nf4dQnwRW89sJPH51rZtzW8Ss1yX2kN4P_W2LQCFZ3FZfpFW5YS-NT1t84mrf3XX3K804 ) from our sister site, roadmap.sh, cover the spectrum from day-to-day scripting to high-performance logic.
EXPLORE THE GUIDES
FLOW STATE
AI-powered Kubernetes observability best practices in 2026
In this webinar, we dive into how AI-driven insights can safeguard the health, performance, and security of your K8s environments. Missed the live session or would like to revisit the insights? You can now watch the full webinar on-demand and catch up at your convenience.
AI can write your infrastructure code. There’s a reason most teams won’t let it.
Spacelift co-founder Marcin Wyszynski on why AI-generated infrastructure code creates new problems — and how guardrails can solve them.
Ex-Snowflake engineers say there’s a blind spot in data engineering — so they built Tower to fix it
Tower, a startup founded by ex-Snowflake engineers, raises $6.4M to help teams deploy and run Python data pipelines in production without managing infrastructure.
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