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Vibe slop is the symptom. Here's the disease.
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OpenAI's spicy news
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Selected Message
From: newsletters@...
To: [email protected]
Date: Thu, 25 Jun 2026 06:07:44 GMT
Subject: OpenAI's spicy news
To: [email protected]
Date: Thu, 25 Jun 2026 06:07:44 GMT
Subject: OpenAI's spicy news
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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: "Will it Mythos?" ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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<style data-hse-inline-css="true" data-hse-element-inlined="true"> /* TOC Description WYSIWYG */ .toc-desc p, .toc-desc li, .toc-desc a { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .toc-desc a { color: #1a6fa8; text-decoration: none; } .toc-desc ul { padding-left: 25px; } .toc-desc li { margin-bottom: 8px; } .toc-desc ul { margin-bottom: 8px; } </style> <table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding:28px 28px;"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; color:#142640">OpenAI's spicy news</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">OpenAI on Wednesday announced Jalapeño, its first custom inference accelerator, co-developed with Broadcom and supported by Canadian electronics manufacturer Celestica, and the first step in its multi-generation compute platform.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">As TNS contributor Meredith Shubel reports, the AI giant says Jalapeño was designed to work with all large language models and will help make AI faster, better, and cheaper.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Behind that rosy mission, OpenAI isn’t shy about its desire to own the full AI stack, something more AI giants are already leaning into.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">But with few technical details released, developers are left wondering if OpenAI’s widening footprint will be empowering or restrictive.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><strong>Go deeper: </strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3n2N4x_XqQZMrSmVvg7Jf57vtKcN5_TmftTnyrwW769zGs4l5TtHW74DTH01r3x9nW23PZ5g6KZwMBW3kfwJM71xmBxW4b0H6Q5zhGvgW4rk35m49S4l8W71p_fl103jWVW82ztBy6rc13ZW2ZrHwK4y3mCmW1pxsGG64y5jBN1mN_wnFzdrZVHsYY43r4SRGW967GZY7D9_wYW30JPZV5TfRqnVF680N4r2n80W1CM1Gv84f4JyW7-mq6f40R2bDW959L_S7CczzPN6cfjyDVymPLW4Y28-q51Jc6hW8YsVHq7W63NXN92ZY209zBPtW4WdPdN5vGyq0f4lKQ-d04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6kVEaHnw" target="_blank">OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip</a><strong><br> </strong></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><em>More fresh reads from TNS:</em></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3mkW57kZ995hsklrW9h3X0H5TgJ7_W2n9C6Y5N6cK6W7K7BVL39scw5W1_-7-d7DLDtzW7R6X3-43qz8wN2_6jwGXlnw5W8z0VKZ7yLf5nW211FhM3dVbZzW5fMDYF1lfLBfW4DjsxB6NVRpvW60Kd-p2NpTPvW7TbRsy44sJbwW1p9YCl15b1D4N2kbKlmNH239W6CtJP433V1t4VzCfpF6KkNBGW2FvS1r7GtF47W2rmhQN44Q61NW2N6mMv6hxrxVVq0ZBn4CQFHqW9fNhZ47_QD-_W4HqlX-6HB07hW91CwZV6BtkhXW1Xxv_46QF8b2W1fq2zj828C1hf7xG3F004" target="_blank" rel="noopener noreferrer" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vSRIFm4k">Will it Mythos? One coder’s verdict on Anthropic’s blend of debugging</a></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVC3qgz0W8wLKSR6lZ3mrW359s5z2gHYD1W66bN6r3Mkgm9W6x0p6B8TvB3mVy-FPJ3fbZnWW1nNjY51bD112W9dWW608q_fm6W4s5jB56xyv_2W8PfBRF1NZ0rFV4gdCp7GgsnBW3HkGyv82xMzYW4ZRWly1-R9NmW3FfTt_66wwlMW7qmXBX8ljDkBW64p3qH2B3jvgW6wr4MH2LK-d0W2-jQh95XMMNrW5cVsm36qzdgQW1CNMfK6C1MjnW4kM0sH3y_bFtW5HnRqZ1SwpB5W7Tdv6t1_TQ3rW2PvrGm1RWB5LVr-kTy9fB3b5W6YkmCY8FC229W5kvBjr6NNRZLW16cHQS8f3hKKW7NpV0D6kpsVQW6sk-2G7nPWPMdxfHD204" target="_blank" rel="noopener noreferrer" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="/q7RtVkz">Chainguard targets Java’s unpatched vulnerability backlog</a></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3mKW2slCNh95r4YJW8N28MZ3npTyHW3glH4h3xvKpzW4kz11y4TnX_PW7y2LKk8RxtxgW1S_6Fq7m2_B7W8X2pQJ4jj-t2W5BnmXs47k_gfW7y8l2h1hSf7-W61Jt0v76PlktN2lMj-l9jdmLW6024rv5SDkH-W8-Mnml2bZMchW3fYdgz4BL-VbMQyQWJ7F9b2W4RYvV-3j3P6GW3JYRd23Z6Q5TW5nCZvP85M568W2dhFT_1g3h53W95FHht98S72zVqMfcg2q0-xZN4cWzt87f2JMW8rMKN42g2x9kW22NT4Z3PNH45VpkR_C4RdwkGW4zB9yy5R45X5f30lpJT04" target="_blank" rel="noopener noreferrer" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UbjadBTn">Sakana Fugu is more than a router. But it’s not the blueprint for AI sovereignty, either.</a></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><em>We’re looking for Sponsored Podcast and Webinar Hosts who can lead engaging conversations, put technical guests at ease, and bring stories about AI, cloud native technologies, and DevOps to life for our audience. Interested? <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVC3qgz0W8wLKSR6lZ3nGW7J7_zS6LhhctW107SHj59yjSrW6KxC-V2c5NcQW3zW6QJ3rwYFvW16jZMV7bcYVjN3P6g4jWqJrpW3vhZMx37BHllW8swh_c7WMF-vN5Pkz48FXCtKW6Nz6-V7CXyBwN1-SdxqShjcPW6R_cMr2wDmxXW8CdXb619c_0fW5WFYd25Vl9zGW5-jcPP6H_5nZW43QmS36m7xN_W50Pkrm6j11PSW4TFqLl8RQ1QmW1446vH1NGn6tW1JxtlW47NK1bW5R3LR58xWclmW38rncc4pNKrnW2dH0kX3nt6nNW2FYV8J7KJYp5W8D3FLB7VdmcCW12Lyg153pnHQW2TMXzx5LgKrCN5dw1cyBr-CXf5Nq-F404" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="G7MW3kcb" target="_blank">Apply here</a>.</em></p> </div> <div> <table> <tbody><tr> <td class="author-img" valign="middle" style="width: 48px; height: 48px;"> <img src="https://thenewstack.io/wp-content/uploads/2025/12/b0ce81f3-cropped-5f5868db-nick-luchessi-2-600x600.png" width="48" height="48" style="width:48px;height:48px;border-radius:50%;"> </td> <td class="author-name" valign="middle" style="vertical-align: middle; padding-left:12px;"> <span class="font--default" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:13px">by </span> <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3lPW4WQLL45MYwf0N5HKclb2bjj0W614H9C1mCbGnW7r1XpJ8ghQNmW4HtNmn2WVbq1VrcQlf8ddbfdW49ms9g4TP44tW8qNdyt5W4HGTVhxKVz2bV64FW3zDcCG3yw814W30pnYf73914tW6MTXDx8Gq3g6W2gLrXD1dFjkqVg8-bw38BYNMW2ymxQq4tN87QW7yby_476-MKnW3DD8p31XFrW_V-dhcw5gY2bPW4dH8lr1RBlvkW4NdTmV17qHG2W17Yd7x6RgdD6W7g8vg31S0GZBW8VmpCx4R6GpLW23Vf1J7LcqZNW782k3L8zX0mtW2B5Wdz4CVvzGf1bsKlx04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:13px" data-hs-link-id="0" data-hs-link-id-v2="JrAEXaiN" target="_blank">Nick Lucchesi</a> </td> </tr> </tbody></table> </div> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .sponsor-desc p, .sponsor-desc li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .sponsor-desc ul { padding-left: 25px; } .sponsor-desc li { margin-bottom: 8px; } .sponsor-desc ul { margin-bottom: 8px; } </style> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVW3hCZYW95jsWP6lZ3nfW7Z2SH83ykZbgW6L5wHc8df-gyW4X8cZN6Z7qGlN5351Mc_8t9qW101j6574qXzWW7G0MHD53KLFyW957D4h95V4ZVW7pmgpg91-041W8Y1Ff34ydvKsVxnGNN1DhchGW4K3FYG8rkSwLW8N33BJ75LYXVW3wjHRh6sZhVmW3PkfP85DdhR_W6xddcZ7svV-kW3c3DZz60PdncW7vcYTG2ZMzWNW4Rn8Gp8PCbMSW5rZqWx5VMNgSW3ws7DC3CHjJqW8whjnX4cRkC6TB6P49fTYghW10v1c23YXwqfW5lLcxw6J3NGcW3NgqZ134jjG1W5c4Ym75-Kt7fW7TptZ05RvQN4W8wL6Xx2Vs_lVN18s6FBx713SW7YT6Tf52V6HndvpyKj04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="0" data-hs-link-id-v2="Xe990u8H" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/06/65d16c28-social_livenow_vs-2_16x9-4.png" width="524" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> The developer's guide to connecting data & AI is live </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">We’re thrilled to announce the official release of our newest eBook, “<strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVW3hCZYW95jsWP6lZ3nWW5b6qzF3TMM9cW1LfCZj5-RcnCVPRD-v8k-VKPW1Rm55k2SPnrmW27Rj5-6_Z6NwW7F71JV5zxPnrW7Fts0C3r7FT4M8v4XcxzfgJW3QJNtn2NDPCYN5B7jtFWvrngN4lWR52F90dPW71r8xw6ByGl2W6gDXp36MmVRDN79hPTd9_x9rW4tLD8K2Cb6s3Vc-BBp39tbGGW5kP-Mq7C18KLW4dc2dB2VYJzfW1Sg3ml3fR-wnN1CHVmBBQF98W27FPj67WLgC1VkBnDz2mfFM0W8wc5QV8lbV4jW2tZ3z61pxRpfW2NF4FM6TqKnPW8GHgGB42twX7W3G7NZS4TCs7FW6-ygpt30FC8fW1zC9k74PgpWRN4bfVyBdNjVrf5p37NK04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="VLKt55vO" target="_blank">The Developer’s Guide to Connecting CRM Data, AI, and App Experience at Scale</a></strong>.” Written by Drew Robb and sponsored by Heroku, this brand-new eBook is designed to help you build AI on a data foundation that actually works in production.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVW3hCZYW95jsWP6lZ3nFW3v_K4L3nMhXXN4V9Y4KzZnR-VtfD2615QHHfW4bLGQ32K886yN43-nRwz14X9N7m95CTVVznkN8czcxjD8LjkW5LvvrW6H5VgkW2lq8DG4lkTmRW24nVYJ7sslqgW145Trg1ks8HYW8p1wQ-96SQgWW2qM_mq54KQzyV2vNr7811TxwN10THqYg3y8JW7sR0Dw8mVwsSW2nLnNf6zrNPxW8Zxz7z5l5751N2-6jZ0DR3H-W23YWpd7J9W-7W4JBZ3L3J-xVJW85B0hQ7kVn_lW4MXQBZ7xMjPGN2C6tqh_jbGtW6qjyzp6rP306N8YPnvtcQ1z_VcD_0-27jvp-W3HGHrC42SC_QW16Bpwp9dgl2VW2YKVHG7jnbKcf6yF7xx04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="mqhvUZTe" target="_blank">Get your free copy</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> /* Story Description WYSIWYG */ .story-excerpt p, .story-excerpt li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .story-excerpt ul { padding-left: 25px; } .story-excerpt li { margin-bottom: 8px; } .story-excerpt ul { margin-bottom: 8px; } </style> <table class="lead-story content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <h3 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">TOP OF THE STACK</h3> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0 0 8px 0; font-size:20px; font-weight:700; color:#142640; line-height:1.5">OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip</h2> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:12px; margin-bottom:15px">by <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03qgz0W7lCdLW6lZ3lzW3Flj4n8MRTqNW8FDklp5kDlVwVJdb091zK1jcN4RFYhKh48CVVp13bW8Lv-sNW4HLXdj1N7hW1W8NCzxP1FzVJWW3cmHh858tT2NN6c2kzvf0FMQW3SYBx-8YqSQ4W766q4F8ypZM3W43Srgg8spzQCW4XcS9Y81JQX3N4CgJ-JS65GMW2pLNj_2f6fq5W2hx4kZ2wr379W7DJ4td2mjhq5W5rPHXm2GWBYhW4BSWkY8FnL8rVygPkQ7gyTYCM7Sgw-PKvYdVbDk1S5mcgBvW5Cp9M27qdCrDW8S2VXW88crkDf6SZf9T04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8" data-hs-link-id="0" data-hs-link-id-v2="JZrd2Rni" target="_blank">Meredith Shubel</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3kHW6191bY3GXykHW3LvYQd87hdpMW6Wj1TS1YSfc9W99psZ04QWGNHW4HbBC165K375W2c_Jkx3W00RNW5g1vYc2Hx9KPW10jmNs8yc_bnW7dmrF54lmYQFW6y7NbL7-h1PMW8TYRsX5954wmW8n5T5R5LRjBKW8wBXS38cNYW-W9hSZTZ2GQwqtW43Ysf-977TXVW5qbPKQ1xLmqRN8ZbvzrL-g0HW629SVs8kqxX0W6qDt155jS-mBW4fY0bB6CRDsWMKVc27xDLv_W7FYgl-9dP1dGW3TwjHN3BX1dCVxKc6L8rP9f_N1y0tym66qKDW7hrz911s65cRf3r1bGg04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="1" data-hs-link-id-v2="WAVkOzAV" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/06/b82c1e57-summerizze-q35cbyjazwi-unsplash-1024x819.jpg" width="524" alt="Featured image for: OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip" style="display: block;width: 100%;height: auto;border: 0;"> </a> <div class="story-excerpt" style="font-size: 15px;color: #48607a;margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Co-developed with Broadcom, the inference accelerator is the first step in a multi-gen roadmap, marking an uncertain future for developer flexibility. </p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> OpenAI on Wednesday announced Jalapeño, its first custom inference accelerator, co-developed with Broadcom and supported by Canadian electronics manufacturer Celestica, and the first step in its multi-generation compute platform. The AI company says... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3kZW90t6R484z2sWW7JJGGq8S0K3jW4kCP9T22DvTXW2fzMPk5H_mP_W8PqkHt5tdQB3VzbLdP2V5f1TW2f5yNM2RHMDYW3n16lf4WLvS7VzMkQ33Qn-z8W2MX42V6D5P_7W3xF5zH1rzWl7W7SP30x441ncWW6r1Sk01YcStJW8ksK718-m8dcW5sMyd558HqRTW7xX7C82FkV3_W7L6qH06gb-7kV8T-dD4Bl1-2N5djVT6BnycRW6DFS-m4tV6l9W5XBtMC4wtRZDW5W4ZJQ6RZnn8W3dwd4D7htXJVW7z3X8t8XMhwgW5vgrs36qxsm1W4G568k19R-60f5Vl7kT04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="unHLQ0pu" target="_blank">Read more</a> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .digest .item-label--1 td { background: #00aff4; } .digest .item-label--2 td { background: #3a8fdc; } .digest .item-label--3 td { background: #9850c0; } .digest .item-label--4 td { background: #c43aaa; } .digest .item-label--5 td { background: #ff3287; } </style> <table class="digest content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <table class="digest__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">WHAT ELSE IS NEW?</h2> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TOOLS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">Java</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3pYW7KRxw02pf-wMW2wBw1H6lhg6bW69MDr91jXq88W2Qm1Rd74rQ1mW1XGxGb3HJfpbW4RL9_-5cMxMMW4Vs0Px15zJBvW86wW3Q3M4mgVW6CpV3144Tx4nW1t3Zdf6-QW6MW2z2Kpl6MDg1jW4GZD6N969xXXW4jYDbw750xlQW2p-p6X6ZsXbHMrCRvVyJZ4NW50rB661KrTd3N7qybc9kCVYDW7fDJ4-3hBhLnW5xyV4B59YdWwVHR1Np3pjycBVKdLRx3bm974W61YvdQ4ckJ_SW7DKsJF2gYzh1MnNJlrdW89pN33BW07W8w4nN3774DhfNdG4f1wl1P004" data-hs-link-id="0" data-hs-link-id-v2="6vXKW9D7" target="_blank">Azul wants to find your unpatched JVMs before AI does</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3lKN5H0g3B44C6JW6Ng4H-7HcJp1W6KDC5p7vLbZbW5kVwR16BH-XhW6Prd5M5LnbfPW76XKxH3GJ8V5W5d2TfS8P7jbGW89kVMJ6rGMwzW1VPxB35nNSLqVg27hz91_ZMcW4d-G7f4Cs6JSW2ppk1b4NnZN6W7y_YqT51nz0vW6XFfSg27gwj0N7BM8Njg4g_nW1kM9Tq4FGDTnW31ByyH3RWPL1W5-29024Rm9x-VcsjWC1WvwNkW4MWlBC8mJYmDW4GSDS12zh1CzW4NWGBq4smw6gW8JdVnV4N03H0W37c02_80hLSTN1bP4qb3N7vwW8CpxnG8Nbvbxf2B1hnH04" data-hs-link-id="0" data-hs-link-id-v2="fBRiJagP" target="_blank"> Darryl K. Taft </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">BUILD</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Models</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3m2VB8K3c5-Rz48W7XHNCS4JhwCkVyQPX38hXB84W4Sh-dN6xGxxZN9dN-p_8L-sVW4ttKQH3F1wdXW5jQRFn6P7lXTW4bLwWM99TYRWN79r7D16Fr0HW3YVKCW3Z3LgNW30l6WR3v4HDRW33cQ8Z97x10HW27F3mY5xQzG3W6brwsS6KqFkVW8L_8Ml6dL7Z0W7xzt7s54B5b5W7lhnlV4wQQJyW8rcw_r9k_KyZW2wNBdP59JM4CW4YMXxS9bFkBCW2Sllb31rkBHmW9bWSLL3TN7HQW2nkT5q6J7QDkW4cPdC_78ZQXkW1mCBxG28ZqnDW5_Nn5Q71kM7Rf2Q_Hd004" data-hs-link-id="1" data-hs-link-id-v2="jhZ7QDrb" target="_blank">Will it Mythos? One coder's verdict on Anthropic's blend of debugging</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3kFW5H_xjk3lJwCvW5qXhWg3TW1S9W47JJ8Z8wtkM5W25g0SS2wKV0qW1M_D6G8bV7lqW7YgCMr8-DS2CN4t3QCCx9kHSW3ChW447bLPvNW1N1BNH4hK08xN3kdgStlX4-sW7PZ16_6s7jSjW54Gvmj1TSfDdW98R4cZ3DnY9_VKxVKz8kCyPNW5mg6F97TVqvmT69W18QjxWFW59l8R272QpwrF5gbqth6pS1W6KfSMj737pQxMmvQw--Kgy9W7lH62x7R2BqNW8BZLLt7Rmzd6W7jMSbY5n2QgZVb-XF88d5dNHN1mLxbW96kc_W5rY4tN2FmVJBf4sM48004" data-hs-link-id="0" data-hs-link-id-v2="qXcC9LlC" target="_blank"> Adrian Bridgwater </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">SHIPS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">Java</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVC3qgz0W8wLKSR6lZ3lTW53wPHS6WNGsnW4rZvv65l2QByW7vt0kR5Pv4KgF1KqK8qR9zJW4cFfC35Z0NSlW3vPj268F8fTjN68m3WGZrLYbW1P_j7J8LmrwCW6XylSr8HbTHlVqwV945XJCnlW1xmB2_8QH6vxW1KBkQG2vm24hW7fW8qY5q172_W4M3qr54bSrXrW4x0jzb2cJZCxN4KYpfhdS27XW5S8nwd7R3kH9W1DzMvP5M4mWtW2dlGh-8tCYlCN35LmVH78Q2RN11FpwPMT9k2W9hhH7j74VyTmW1rZNBL6yrbVHW8hyH-d6tJmBRN1Vg1WpZxCr4W72LP9z6D5lrHW6m2Jwg4xYzV4W8c5wk11t8KwNf4-Q6P404" data-hs-link-id="1" data-hs-link-id-v2="G0RTvH6t" target="_blank">Chainguard targets Java's unpatched vulnerability backlog with drop-in remediated libraries</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3q4W7pPGdY1pGHxVW120Rkv7j2GLMW7zrmFF2Bq6zGW7rqfCB8rlCpkW1qQmJN3K9pYWW8H6Z7q7qd6_WW44rGwj5wNt7YW14d8zX8lhM5DW3STX3t3LTqLNW714-f01vKSVsW5ZKbSj4dJPHJW7jkqQt3LfMsMW2711xQ9knMNJW3BDwjb3d_f6mW2_jWnK3pB7B5W3gVWLs1NKmG4N6fyR6J90LG5W3TP6lY5mjVTqW59lCrZ4TzL_WW3vKV4J6qQTbqW1q-sKN4HL-qhN2NFCtvsDfr6W7sDmpH3N6xdnVtqBmD5RKPkjW5msk196-X65LVKTVqZ3WD7d7f182B8H04" data-hs-link-id="1" data-hs-link-id-v2="CXo4dn9n" target="_blank"> Darryl K. Taft </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--4" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#c43aaa; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">INFRA</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Agents</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3nVVt7WFc6DVDjdW4XSFw452vfSNW2pQQmV2RWLRzW5lvcJX2VlcX_W9ld9Lt8XVq5fW3Q91jk99jF8FW4MSM4y3sXMXdW5Z1q0772NVxVW1-v9LF59Ml-rW8_gjGt2709fFW1jl-4R5lps8hW4N_vgr6wNZ1vW71zjVy34R_knW58KHmV6klDy6W5bHlqs5bhxwZW15cXyL9l4814W1-W7yl7csy0jW3zVwz77X400jW5tCVfH609lkLW1g-3F52QSVbGW4pjgRP5CRGmKW93cWGP3plXhWW461jMx20WV-fW4MXB_x85L54XW6SXLz04-x6FMW3Bjgx-3v9PkVdHb33204" data-hs-link-id="0" data-hs-link-id-v2="hgZSbtrr" target="_blank">Agentic infrastructure operations begin with accurate, reliable infrastructure data</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3nPN25gQSf7jywBW8pMwmt1CzKxzW5j7qRs4HRBh_W65Fzl34_WVddW4ZHgHJ8WPk89W6NZ4w0548SHWW3FRmMM2QPHFFVCqlP_1K42wKW4w9wv53kdM88W38D4Hr1xJjKmN7zMy8pWr9kbN7cgSSpyH4GjW90pj6g6Mwb99W4lq0804Pq_QbW61Rszn1kFs_CW9kZnSP7LbCyHW93X31b1FQDlDV6W3q47PBtjDW3dvM4L3V19FGW73v_Jr91TdG9N8qqz6C2m6NsW3B3P8z3R50VpVDnfny3h9zMzN99wTWNtpFy1W5zQqWB5VWl6bN3wBfqmrsf85f4rPGRR04" data-hs-link-id="0" data-hs-link-id-v2="c6ZLYDUB" target="_blank"> Doug Sillars </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--5" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#ff3287; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">SHIPS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Agents</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3qgz0W7Y8-PT6lZ3n7N6nrjBsFLwBnW3zpWfV8HC7J8W4P1p0p4__WgNN872pb33MhCMW5Z_cXN4v_B_2W6kqbvs1xj0wxW1vlX4L2V3qjbW5KFhgN137Sz7W1wTZYV34nZz_W6nWryC1fW3nmW3fC8KL8JzxpgW570y7j3KKK6nVnKGfC3q45FgW1XQnGn6DH2bnW42lZTW8_wBHZVbg6s96VFY9sVZRtKb5Y7sdFW1YXKwW6lhSQvW31vxQh1sK8jSN6Mj_lbwTktXW7p4xRy5Ps4gzW39X_Hz2cymg5V9Fs668bmxrLW7QXfdH1YFHJ4W3x6qCd2lPBJvW78Y1nz5K0Bgbf3QBqSY04" data-hs-link-id="1" data-hs-link-id-v2="pUrZwq66" target="_blank">Sakana Fugu is more than a router. But it’s not the blueprint for AI sovereignty, either.</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03qgz0W7lCdLW6lZ3m2W6dj_Zc82Yq0DW8DjJ5Z4_NJf_W3VNjQ62yKk3qW53K0SL29tV-7W29-DBr5B950hW3z74kx6-Q0yPW5Z5h-V1K5NRpW7p8W0H4MpkqTW7cKMFt41nSJLW8Kk6lg13n9YDW3JS_jN57vw7_Vgf4rP2yghZ0W8KZ5zv1MgMZkW6rQLNd2b9s1KW1cn5LW77Q9XLW1SB8_M56JslFW93jqc51yNyWFW7V9X5l5-DPwBW5lf3pd5cdb95W4pQ73j5P-69RN337Lt-CYtwhW8KGBs64Dbn9qV2k4Kz52kNVgW8Xcdhv1GWt5Qf7n5myz04" data-hs-link-id="1" data-hs-link-id-v2="fkh0PjRw" target="_blank"> Meredith Shubel </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <div style="font-size:12px;margin-bottom:15px;"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2022/04/[email protected]" height="24" style="height:24px;width: auto;vertical-align: middle;margin-left: 5px;border: 0;"> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTK3qgz0W6N1vHY6lZ3p-V2Mc5-2DZH1WW52lhJ42cYlkfW5rlQnJ4m_qX6W3Lw2KR984pKXW6ScDqL3nnd2-VR0q7N4Yj93GW89rcbD3YDW6VW95YjD96ks371W4NddPp67Ss8gW3qyb7m7Vvxk-W8-rhl86CxKFGN8jXhMp83TJcW5w36jb8mBP09TRTL895YhkCW7-WmSD5v_3gzW1F5d_T6V_CnxW4QMw8K5fKVwcW6Pwd9p1GPr-6W1gxgwk2qyl1zW1V99p47TQqkSW7PDg3Q6w6fdPW1-dLJ756ldR2f8Tp-TH04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="1" data-hs-link-id-v2="FruSRinK" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/05/58c51169-tns-daily-newsletter-platform-hub-build-it-1200x600-1.png" width="100%" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> Build it all yourself isn’t a platform strategy—it’s a dead end </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p data-pm-slice="1 1 []" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Replace brittle, one-off tooling with a structured foundation for long-term delivery success. Start with Process Templates today, grow into policy, project, and governance automation tomorrow.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTK3qgz0W6N1vHY6lZ3pVW4rLRg_8WlRWMW2F8BXC2W5XsGW4vHNrT2bgDw7W5S6fx_6nC-gqW2TV0f083mnrbW47SsP_72Fzt_W7bVZhl7-qXw1W200lMm1NqcxrW6sk-Zy86cxtCN46Qh4nsjWvsN868GDB_f6dKW8rFJMC5STqz7W5zzCmS493bKQW4_00s97RcMwkW4qVkcR5pCrTmW3wRt122LMg68W5xg6nM9dsmQ5W86SL7w3CXPZBW8KGRxN74ctmLW45R9Fl1jVTTrW6ndZ-H7KmMC0W5yn3Xp36gbNlf4c2r3204" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="PC/8j/g/" target="_blank">Learn more</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #flow-state .item-label--1 td { background: #00aff4; } #flow-state .item-label--2 td { background: #3a8fdc; } #flow-state .item-label--3 td { background: #9850c0; } #flow-state .item-label--4 td { background: #c43aaa; } #flow-state .item-label--5 td { background: #ff3287; } </style> <table id="flow-state" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding: 28px 28px;"> <table class="flow-state__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px">FLOW STATE</h2> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TOOLS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTK3hCZYW6N1vHY6lZ3mLW4v_DZK4vP-RwW4V9tJV3SXTFlW3NQnSf6p1R_MTcc0D57cJ7jW3s_Fcv4MlPslW3fz7wf3-5wKSW6yV4dv7zC7ZQW76zjpS5B_f8xW1yzDmb5QZbSPW9df8YX8ZM792W9b08kr1Rj7j_N6xfcSv4fZnGN18pF0wk28mQW1X1jHz6SYfwBW1kCgkH9k5dYWW1SsDx06Y3xtxW2d9lt51MRK-FW1Q1J-B2fHQz-W6F-ZLX3PrQyQW2w2l3F3gWHwkW8dJxtx8JPHNCN1TjYLwbKTQ4f4pjTHC04" data-hs-link-id="0" data-hs-link-id-v2="SZF8qbJ9" target="_blank"> Kubernetes roadmap: Orchestrate everything. Break nothing. </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> A step-by-step learning path for mastering Kubernetes — from container orchestration basics to deploying, scaling, and managing production-grade applications in 2026. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTK3hCZYW6N1vHY6lZ3n5W5r-QLt4lYBfJW4TDkn-2xj9VHW10H5Kc3twq-YW5R6VZF62T2b9N5MK_Dpj0bqTW2BPpS01txykTW90rBrw7RnxQ1W2M3KRd5VQD44W5ly61d66zbyzW3Yxy9n3--MhqW8SDZg141-WsPW4sNp724zmQz2W6mtByb1YqnDvN7vSGP1VlHnWMNCvzB4dLZDW1-Wm7D349hSRW7WR0NX5L4r62W10Sk6T7B4Fy3W26-nSC92m4bDW3mqCL11Lr5t5W7ZTgy12bVS_3W37_pcv2q970Jf71fVT804" data-hs-link-id="1" data-hs-link-id-v2="q2+dT07M" target="_blank"> Explore the roadmap </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">READ</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03hCZYW7lCdLW6lZ3mQW3gRY_D55nXS8W91JcHs8v3wFDW1p0Ywm4gyTk6W9c4djL5nZyMWW3tMH_121Fk-fW4CG9Gj6GN_bjW1vVh3H8Nqf58N64wYlYWH6dqW5bjysP4kFq7sW6JmFkV7FZJ5pMJthMvsxyRFW47bVM46NC4tCW14XdHn43dJ4GW270dJ57MbZKTW4w5_Qx7z9rfsW48-20338DM0VW6CgGqL73y07rN84Vjs_6XGjNW8tTz5F2crGHLVSK0Fm48sjlgW1PM9L01bw-d5N2MmM8x58Q6RW5QkbTj4XXq24W777MgZ3K3P90f4w9CXF04" data-hs-link-id="0" data-hs-link-id-v2="XZF9WUkY" target="_blank"> Neoclouds, sovereign AI and Postgres: The new operating model for regulated enterprises </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> As AI inference moves into production, enterprises are turning to neoclouds, Postgres and sovereign AI to keep data and compute in control. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03hCZYW7lCdLW6lZ3nRW862Dxy7TK7JtW3ClfTj1QpgjhW1chT3j7k4pFHW11yRrN4b6wjpW22kTJt78rJW6W8775Js8bdtjjW8kdMS55Xj-SrV5lYMs7Cl3zfW5PgB1b8___7QW31BRcS9ldczSW5qBRKl6_H-2CW2zm6PM4_CQWFN6n7Jll_blQQW8pm-1Y7_0YQBN934lGx8Q7ZkN52q4-1lXRDLW71pmg82vnLnBW3LQNn77ZsKZ0W1Kt6v77DDsR7W3YtTQL4whMqPW2yGZQD5xxlS4W7_X-BV4f3XpvW4_hQZG2PfJGqW5ZZLjH3-mPp0dJ9Bqs04" data-hs-link-id="1" data-hs-link-id-v2="rnEFSn3U" target="_blank"> Read the article </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TAKES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03hCZYW7lCdLW6lZ3kFW3xT9sT87M2V8W6Nt2gL50GjFvW6xmq7385LRbqW5TbxHP62dJf3W9ddHw14PNXL_VZQfYp5Yk3TvV4n5101WzhWJW2NkSVC2mgMQsW7fGy3D3d5QFKW6f788n8VTZ2nW4h990V3rClSsW6L3D6Y18v12DW2gB3Fr5nw4VvW7mp93B8PHzjLN8Hf_crYtS4vW85V3xY2rXBkHN6GRj4Jn3hrHW8hwf9w8YPY2mW4_cK0V5MgkQRW82Y2FF7gBnFWW4SrZV87J68l6W1V7lSJ7xSjSCW8cdJb77GTyZvW51Lx8v2qKn0Hd9qjDP04" data-hs-link-id="0" data-hs-link-id-v2="ft+6a6WZ" target="_blank"> Cursor, GitLab and Zed agree GitHub is breaking. They disagree on how to rebuild it. </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Cursor's Origin, GitLab's Project Switch and Zed's DeltaDB are racing to rebuild code hosting for AI agents as GitHub buckles under the load. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03hCZYW7lCdLW6lZ3k-W951VQL1MFm8xW6DTMsV22bQ1gW6PBGjP8s4-mRW10X6WM3xFM2dW3qTDq41g1JpFW7FPFJd59GmWLW3BfZSK6DFZm2N2YfKX48FxkPW5Ybm3-9dYbS4N8CRtZyB6c9jW2tMkNm6ts5FbW2tryN047K46rW1J-nxz5p03kZW9b6ZN38tZcyMW8K_jvl654Fj5W7f4lDj2L3Rn1W4l1R8H4wgfNgMCqqG12kx_VW8zbgq87lyzggW55cSkV8k7JNTW6p7yk45L2fH0W2s7l3j2GcT2MW1McBtn6yLTN4W7H1Wyz8kshGgf16vTTH04" data-hs-link-id="1" data-hs-link-id-v2="YFc1en4q" target="_blank"> Learn more </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 0; text-align: center;"> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; font-size:18px; margin-bottom:16px; margin-top:0">How did we do today?</p> <div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfSR5nR3bW50kH_H6lZ3n1W6yqc296v04vXW3lgWx_8tr3-jV94_Mw1wH1TlW6fNtx01nhFQXW8ThmCB2J5FwKW36rf3w5HFYRmW6498zt62t7LyW1WL-YF5SRS1qN4BL0q4RfT2RVfCFVD23fWxhW1S8VJT5cRp8ZW7Py1KD6VXQFDW2lCqXl625CVxW5vT0gV75g2JzW7TzWj62Qq0ppN1Gm4WRgjYHKW8BflDK3c5FxZW1nNPFk8CTky_W1T9v4w99FLWQW8hv4CF6z2c2cW22bG-b7xdWkwN2X8q2bhPrrbW45Z8sg3yqBcFW5pRDK31VLx5mW6b_t8K85qg61W5vtsky77p0LqW4x2h7f7sNVrFVn5zLB3cHn16W5MHdYY7YlbtSW15_qsW7FwW1DW20Y0xL97TphpN2KJzXJ4TcCsf5bqwwY04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="wplz4Gf6"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/fae341c5-tns-daily-rate-great.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfSR5nR3bW50kH_H6lZ3l_W3ZJTHy5zkxqMW6tyPps1lWLvzW49nqz394FP9XW6CZJqy3D2GPYW75JpPb9dhHL-W5p_KsB4zZcDNVlzwn22-vc4YVg_mTc7ykz_zW7qjNFH4YgZ4fW4c4_Kr8nw6ltW4L68TP7T6YTFW8DwwcJ3hP29lW6303812kpQ5NW15p7Zf6CSVK_VS7DCg7D33Q0W1wsD6J3KLzKYW5fny3J5xqKsrW2lJXd24SzyswW8h9bHR8Z4l5VN5QmTHP39dzZW7_CKCm6kZq6_W5HHQHJ1JWMWVW3h0RrN6K2g_hVzm9d5772hX5W3Kx3yY7nmMK1W4262SP8FGh-RV6qFXX79zHHhW2Z3S1V6zJ3PBW2KfZbB18jj8WW7jFVZl6VgZHJN5ml33mlC0mKW6ScJJK5dTz14f5yJ0TH04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="34BKa6vS"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/8bb71286-tns-daily-rate-meh.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfSR5nR3bW50kH_H6lZ3pkW6-3kVm111vwFW7GmL641LmcHDM8m58H1Gkh2N7lq9MBbtVB_W59F4WB8hybJsW8D6QyH8tC9yZW61YDcp4l5y2YW1tPQvP3JD2JHW2T08W4953TPMW8g38lg67MyPrW70fMLk4pXwwtW5GsvPn62twG8W8ZJyz64ZW5z_W56FXrN6RVWjwW6fBGqM1zdyGxW1YxkbC59JQJjW4j0Rd041jbjGN961P8SSZCCkW121JqN4L_VrmW7szw2R2RV1V8W82Yy184FmJ79W57b3ZB34k5vRW9h587c5Rf2j9W8HPvBr56bGZlW6zYwXV8xDcStW6jYMKS5hb5VTW23dZqj1xp0x3W7Wg7971v6cDtN7jhX63q9wlPW5HgJWd5jL6mVW7hwRKC6MfJGfW892S_P1jJsCZf5H025b04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vlMlS7rH"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/6b6abc92-tns-daily-rate-bad.png"> </a> </div> </td> </tr> </tbody></table> <table id="img-family" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 28px; text-align: center;"> <p class="family-sup" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; font-size:13px; font-weight:700; letter-spacing:2px; color:#1a6fa8; margin-bottom:6px; margin-top:0">ALSO FROM THE IMG FAMILY</p> <p class="family-title" style="margin-bottom: 1em; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:22px; 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Plus: "Will it Mythos?"
View In Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTq5m_5PW69t95C6lZ3lHW8wGWcT8bRYJkW1bZskF6DBdpFW1-kXgh5h9pJHN81Cn9Vwl3GxW4DpGjV4jzjXDW5kk_Qh6TwT50W1gCjpd73XR9dW7HSbNc1cfzX2N1nKjs_rQSppW72M5Zz7GqGpwW5qP8pV20xMCxW64422Z7159B1W2LK2k039XZZtW1v3Mv87stfVjW8JsKQ1414ggwW4lhJ1c8w0v_KW4dzfbS5BrJbfN7BGmLr4hrtXDFL_4Ts37mW90CW4b2mm5QsVqfj5Z2pjg2SW3ts4TR9gdVkJW4CTS9896N41NW3lvjJK5xF-vXW6LnNlg8XlWMwW7XY8F691ZqqmW7FGGmt6Fx10FVvCBgM7tKBzfW5j1f9x35l43kW5BkTGS4v-WNkW64wl9_1C8Y0JN6_N6gzHj-vfW7bww4N76dRvfW4jrftq94YN91W6Nw2w66bMkpTW2DW4943P2hD9f2cdrXz04 )
The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTK3prCCW6N1vHY6lZ3kWW1zG1lS25ZV7KW2Lwtkf3_dXYMV8t5jb5S_5YTW3R4DBd2XXChKN7p3sFGDvsnLN7nVXGmjCxJsW906JQl5582n1W49y8k92vnkmLW3CgnC27R71cVW55YKJ096fTtCW4pG74r3yBkxRW7fG47M6X3xjTW6vC7922W_77sW1TR-JZ5dJDVjW79J1NK1X-6VKW4yBRyY37JqS-W5J6qbj86J8sFW2MSN-G8Yy3V7W95JxJs54rXC4W2vSZqh5TvtFPW9722QF8tDBbdW89fYN733HxgNddXXGF04 )
June 25, 2026
Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTK3prCCW6N1vHY6lZ3p5W7gWSyH90DLxcW5Z6ZC22N0BxZW86ftBS2h11CyW6msg9j7x7WBwW2s3Z6x3JX_JpW3FVdvQ4zsX3vW1-d4sc3Qh_CSW90M6Rx12LP7jVjJyM23PZWbZW93PQBJ4vy2YlW78spN576MnS6W66G_XB6Fnt-3W97W3Wl8Gg_-wW2gc62j8CxH0LW7R_L1X44bS1lW8Y-Z2W7cG8W8W1QQdWM7rnKc8W3yZ38Y6ypKS9VzsXtS1kzxMlW8X150w2mVhMMW5BRBx25HLnd_W6tDGw65xtptFf5xqmfK04 )
OpenAI's spicy news
OpenAI on Wednesday announced Jalapeño, its first custom inference accelerator, co-developed with Broadcom and supported by Canadian electronics manufacturer Celestica, and the first step in its multi-generation compute platform.
As TNS contributor Meredith Shubel reports, the AI giant says Jalapeño was designed to work with all large language models and will help make AI faster, better, and cheaper.
Behind that rosy mission, OpenAI isn’t shy about its desire to own the full AI stack, something more AI giants are already leaning into.
But with few technical details released, developers are left wondering if OpenAI’s widening footprint will be empowering or restrictive.
Go deeper: OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3prCCW7Y8-PT6lZ3pPW72-RpW8ZxwgLW63RQl15tnjzFW1j0qV3773zbsW7Qsmh96mdc0-W1n5F1k2DW0qpW4k8YgL3zh3_BW8Dsf1Q65_1V2W6Z05Y-3sS4tDW4JpP1p7TjSBkW7vpVC74w7bjYW27x66R9cPytfW9dZq543rMYdCW880Bjb89yYw2W4LTZbs44DKL3W4mfg3y9lMTBGVBNtcc2d1WsDW279Jrb1MTkCrN7JkbCjws1VCW7yxtT48zwj8ZW5_cB1r4XqW7fW4zd_Mt3zY6gqW1fwf3426lFptW9fFy5W3TF9NZW1S3b4s77_pdKVHXfHZ6yMqhdVWpZ2T1BLZ08f7Rsp--04 )
More fresh reads from TNS:
▹ Will it Mythos? One coder’s verdict on Anthropic’s blend of debugging (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3lQW27vxSN2dv9SxW8cGHVR3HlvPQW8Z11KV6jX37QW8S-J4b4Rt9XdW5d6z054mL98yN5z4jWzNp4YDW9ff2_f8G3P2DW5gCJcf1WCtTjW6h-PS-7RDdnJV8NwnV5z7nhtVpD_pb5Jnz2qVt7np119kf2cW21B26y10C-MsW44Dn2j7VR_9JVCwrDB5WlNSRW4gTVnD4DMWcnW2n2Dlc4L2KkvW2HF9m25rTP8MW6dbB3f7L69zHW20ywSX5LKx4wW5XKqRl4Hk2jnW4fRXQy5Z98XDN3zdywm-zfyJW1qfQfs19NTlKf31dm6004 )
▹ Chainguard targets Java’s unpatched vulnerability backlog (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3prCCW7Y8-PT6lZ3q0W97PyrS54plFMW4_yngR2hcMzhW9lX5yV8ZVBh5W4d9Pzn4z-fw5W38mD8X55BcnBW85pxrM8XYLKDW64YfG94B0_VbW2xQb2B89g-sPW4d3JnP7N1LxRW5--LM32xwcftW4gD9Tg9bblKQW8Dd4Lb3xlX4pW34y3zl1Y2HdmW94ks3967lqlXW2B3K7L8m6NTDW3p_ZyT1F8896N4m8ky9kG2L0W3mxPrs6w7jQ3W4bpCzS5dnKvcW3dtWrn8jdD-7W42qjGk3TfwdWW4pHQX42RhD9xV-fHX5245zMgW8gkP3Z4wH6NPW3wFsjd3RZ51RW8m6bMR9f_kC7f8SPr1g04 )
▹ Sakana Fugu is more than a router. But it’s not the blueprint for AI sovereignty, either. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3m2W8V07L_44JS0GW1Vddqj3wfttxW89XLFZ3zn6XPW2lMd984-CpwxW2r0WRR8Yhwt1W71ftqN2_fgS4N8CmDWRh50jbW3p2kDS8DpPm3N1TKb9TNhs2QW92lwR65cXv6CW4pcmsL3z4hRyW7QYHsy7Sh8DqW2VsJ4P47_nNZW5S5NCh4M2Jp5W2XDknr2F86_8W9d5zqs8YdjmnW6cSGCJ6xHR0XN69xdGgWp4CRVZhT3s59Fm_jW1crfyl4FvpbkW7c4k648PtgrQW4zJmX_49F3glW3YQQ-x1xd7yXW1gBZbW1nmbCbf466gmq04 )
We’re looking for Sponsored Podcast and Webinar Hosts who can lead engaging conversations, put technical guests at ease, and bring stories about AI, cloud native technologies, and DevOps to life for our audience. Interested? Apply here (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVC3prCCW8wLKSR6lZ3nzW7VjTkw7LygbqN56yfrfKmdLsW6Qqqph2TyN03W8NVt1C2b22z5W91NpNN22Jx1XW73bbmC1Bp2lHW875Smr62t9__W4y16Kn5PL8CTW3WyRP93Fm__cW2-fTSv8TCFSrN36YYZJJhF_dW3R45379jn9tmW62Fd649fCtylW5tsglb7FkdlXW68M_qZ2MMZB_W3vngHF92mvx3W581PgL6RdyJFN5VP9Kj2ZM-5W4WTpzH1fShFdW6w4pd_7m46NkW7GxgXG1N349rW5VK3bN20fLdCN5rhFfP-ycyBW7P8Y303k-hqFN26vTZksxtD6W2XCxSM3zRrLPW14_lmF5FdW_5W5CJ1RF7R-9sMdl2hCn04 ) .
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3n0W37TKZG9hMYLrW5h31qF4N8RJjW4KB3g12B_rQ3N84KB-jR9Pc2W8Rz9P62Jg2dnW6-2ytn1m46s3W5VjphV3yl4q0W6bCbcQ4-XphTW5wVz3G4fqLGVN7kyC3nhy8-lN4fvcB5TtFpGW7klFk66ZvcYdF9jcWL_RwqcW6hWl9372SwVMW8McK_18697PcW4-l6tz6y4jMjW2Q0JcK7ppQBMW2GgtfD4jMRrcW5SX4j11ddsVRW1fXfFc2mFKNqW3RL86m4N6_sTN64hNx_M6GwnW8BSmD72V7SdyN4jp_KT9NzfTf4x_7Dq04 )
The developer's guide to connecting data & AI is live
We’re thrilled to announce the official release of our newest eBook, “The Developer’s Guide to Connecting CRM Data, AI, and App Experience at Scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVW3gP0xW95jsWP6lZ3m9W51D9bs51rZH4W6QYRxS6Z8BvDW46x1j95Ln47NVxkqQt8D5mvhW1Qn5Td5x3h9tVbdssl5Hbn4WW3Hd9Jk5ZFVckW3w-m2g5qXbyvN2x4bqyqkhd4W3T4_rb4_S1LPW4NBbGC28LPg_W8CSwnC4PQ6HPW5gNFlm7FTRR2W4-r7v75NTz4kW433_k55_-NSLW5xSXr67mrVTjW1Pnd2w7zr_dtW7Xb0bN5-ZLY7W8Tb57d1zCRl9W2Y6gMh8mgqZjW83BZxy3Gp98JW8rvW192sCtD8W3LRrHB6KqmXMV6SkNK6MFCB7W2fn-qW4RSkm-W3gzbmd3wPRgZW7zsd761_DtD_W63D0Kq2fnLCxW6Lmvnb4Rnm7wW6XBN9s3jD87lf2jlp1K04 ) .” Written by Drew Robb and sponsored by Heroku, this brand-new eBook is designed to help you build AI on a data foundation that actually works in production.
Get your free copy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVW3gP0xW95jsWP6lZ3m9W51D9bs51rZH4W6QYRxS6Z8BvDW46x1j95Ln47NVxkqQt8D5mvhW1Qn5Td5x3h9tVbdssl5Hbn4WW3Hd9Jk5ZFVckW3w-m2g5qXbyvN2x4bqyqkhd4W3T4_rb4_S1LPW4NBbGC28LPg_W8CSwnC4PQ6HPW5gNFlm7FTRR2W4-r7v75NTz4kW433_k55_-NSLW5xSXr67mrVTjW1Pnd2w7zr_dtW7Xb0bN5-ZLY7W8Tb57d1zCRl9W2Y6gMh8mgqZjW83BZxy3Gp98JW8rvW192sCtD8W3LRrHB6KqmXMV6SkNK6MFCB7W2fn-qW4RSkm-W3gzbmd3wPRgZW7zsd761_DtD_W63D0Kq2fnLCxW6Lmvnb4Rnm7wW6XBN9s3jD87lf2jlp1K04 )
TOP OF THE STACK
OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3mXW3Kdx7j64rC5kW14f41L4tbyGWW9l2yv03l_4yQW7JqRQK89LxCqW8Srv_M5Yb9jYW22Dm2B8q8Z-VW6QzSV795n9NzW664R7S8gtZFwW6h9Vqf5Ms799W19S21Y60qGY6W3CvyQH7HyDK6W34vtZx1y0XvzW40cv6c6RqZL6N1YDXckdKt04W7TRzYK66c0zLW3r6fBc7PQtqDW4_Wsdm90LH7QW3tTWGb2QMrB8W2PWvCW8nj4KlN3j_9RcFNtQKW1m_9pf7h3KPzW28_5T96HxYxVW6tRzZY2-2jpPW8r-CGB2yhp86f4BCGls04 )
Featured image for: OpenAI wants to claim more of the AI stack with Jalapeño, its first custom chip (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3prCCW7Y8-PT6lZ3pPW72-RpW8ZxwgLW63RQl15tnjzFW1j0qV3773zbsW7Qsmh96mdc0-W1n5F1k2DW0qpW4k8YgL3zh3_BW8Dsf1Q65_1V2W6Z05Y-3sS4tDW4JpP1p7TjSBkW7vpVC74w7bjYW27x66R9cPytfW9dZq543rMYdCW880Bjb89yYw2W4LTZbs44DKL3W4mfg3y9lMTBGVBNtcc2d1WsDW279Jrb1MTkCrN7JkbCjws1VCW7yxtT48zwj8ZW5_cB1r4XqW7fW4zd_Mt3zY6gqW1fwf3426lFptW9fFy5W3TF9NZW1S3b4s77_pdKVHXfHZ6yMqhdVWpZ2T1BLZ08f7Rsp--04 )
Co-developed with Broadcom, the inference accelerator is the first step in a multi-gen roadmap, marking an uncertain future for developer flexibility.
OpenAI on Wednesday announced Jalapeño, its first custom inference accelerator, co-developed with Broadcom and supported by Canadian electronics manufacturer Celestica, and the first step in its multi-generation compute platform. The AI company says...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3prCCW7Y8-PT6lZ3pPW72-RpW8ZxwgLW63RQl15tnjzFW1j0qV3773zbsW7Qsmh96mdc0-W1n5F1k2DW0qpW4k8YgL3zh3_BW8Dsf1Q65_1V2W6Z05Y-3sS4tDW4JpP1p7TjSBkW7vpVC74w7bjYW27x66R9cPytfW9dZq543rMYdCW880Bjb89yYw2W4LTZbs44DKL3W4mfg3y9lMTBGVBNtcc2d1WsDW279Jrb1MTkCrN7JkbCjws1VCW7yxtT48zwj8ZW5_cB1r4XqW7fW4zd_Mt3zY6gqW1fwf3426lFptW9fFy5W3TF9NZW1S3b4s77_pdKVHXfHZ6yMqhdVWpZ2T1BLZ08f7Rsp--04 )
WHAT ELSE IS NEW?
TOOLS
Java
Azul wants to find your unpatched JVMs before AI does (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3prCCW7Y8-PT6lZ3q3W2Sd7q65NlHWLW7q1nNN3Bm8lvW8_61-N7bQmrRW2lNK704vxWNVW1yfqc51PJ0mCW6lwGjs5W6YG5W7m0DR17gBYSfW4CmLh_4lgm5VVgdRrl4k-kdKW8l2rWP6PF9rJW73W3M62HG9k_W7bjd_27qlXQVW87qbLG96fkWvW4h8rkY73sypRW3Qm6yN3QQQd_W6sH-CF7cky6hW54mwtC34vcjzW8jBCd43Sll-XW3wFp1l6wsH34VmlGgT9hxscNW48s8ff49tJ1-W1Bkppf5PW0gZW3xJbFP22rwFgN7dr048qTwVmW2zp4WW3wLSzGW3xsdFb1DRHsZf3HDr2C04 )
by Darryl K. Taft (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3p0W7wz5DM4T2BPdW1Rl3X-85LVFVW65f-VF3JfwVsW7F74p781N6zGW8p1JTt1s-rD0W3gs36C5HyMJMMXc_xfn02MlN9dWHsFS7Zh9W6vGTR65QVfy-W5rnfM0682H8lW3VM0nf3ymFw3W9d4SWC83hVSGW5h97TQ2cblBSF1YBjm0hq1YW8w3FV85_2bZ4W4ZGBzY59SrytW20VZ3k3Z2kX0W4dpXBM3GTm50W1xRwvz36K0vMW2_qyZy8kPgCJW5tB2Gz5Hh8W3W4-_Vbm7jXxtsW2WJhdp2NrVn3W63j2zb4VxX9Qf1pkWVg04 )
BUILD
AI Models
Will it Mythos? One coder's verdict on Anthropic's blend of debugging (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3lQW27vxSN2dv9SxW8cGHVR3HlvPQW8Z11KV6jX37QW8S-J4b4Rt9XdW5d6z054mL98yN5z4jWzNp4YDW9ff2_f8G3P2DW5gCJcf1WCtTjW6h-PS-7RDdnJV8NwnV5z7nhtVpD_pb5Jnz2qVt7np119kf2cW21B26y10C-MsW44Dn2j7VR_9JVCwrDB5WlNSRW4gTVnD4DMWcnW2n2Dlc4L2KkvW2HF9m25rTP8MW6dbB3f7L69zHW20ywSX5LKx4wW5XKqRl4Hk2jnW4fRXQy5Z98XDN3zdywm-zfyJW1qfQfs19NTlKf31dm6004 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3mgW14QH433ZB3r-W8VL54x5-4yH3N2xhCxHxkdRVW5lQxfB46MVKrVM6PNV1DXj4kVjR46c7NF65_W7H3n3J8PJCqzN8Vbptns78C5W82JcNl97qz50W49Qc_m7Ltkz7W8Gqp0g4_q1H0W4YW7RH8fkRYPW6Gp1d86gNHStW98XhqP3PFNyGW8VCx644zrs-BW32yW_-8zzg1TW4L60X86vtgRkW4qNXKw57DWjtW4rMBXw1T4CM0W8wrcl37rpK-bW1zVvdM6d915RW1dyH0n6RKtDPN3CTFm1FhJXvW9hKKFn52CT8Df6CgGkT04 )
SHIPS
Java
Chainguard targets Java's unpatched vulnerability backlog with drop-in remediated libraries (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3prCCW7Y8-PT6lZ3q0W97PyrS54plFMW4_yngR2hcMzhW9lX5yV8ZVBh5W4d9Pzn4z-fw5W38mD8X55BcnBW85pxrM8XYLKDW64YfG94B0_VbW2xQb2B89g-sPW4d3JnP7N1LxRW5--LM32xwcftW4gD9Tg9bblKQW8Dd4Lb3xlX4pW34y3zl1Y2HdmW94ks3967lqlXW2B3K7L8m6NTDW3p_ZyT1F8896N4m8ky9kG2L0W3mxPrs6w7jQ3W4bpCzS5dnKvcW3dtWrn8jdD-7W42qjGk3TfwdWW4pHQX42RhD9xV-fHX5245zMgW8gkP3Z4wH6NPW3wFsjd3RZ51RW8m6bMR9f_kC7f8SPr1g04 )
by Darryl K. Taft (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3p0W7wz5DM4T2BPdW1Rl3X-85LVFVW65f-VF3JfwVsW7F74p781N6zGW8p1JTt1s-rD0W3gs36C5HyMJMMXc_xfn02MlN9dWHsFS7Zh9W6vGTR65QVfy-W5rnfM0682H8lW3VM0nf3ymFw3W9d4SWC83hVSGW5h97TQ2cblBSF1YBjm0hq1YW8w3FV85_2bZ4W4ZGBzY59SrytW20VZ3k3Z2kX0W4dpXBM3GTm50W1xRwvz36K0vMW2_qyZy8kPgCJW5tB2Gz5Hh8W3W4-_Vbm7jXxtsW2WJhdp2NrVn3W63j2zb4VxX9Qf1pkWVg04 )
INFRA
AI Agents
Agentic infrastructure operations begin with accurate, reliable infrastructure data (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfVj3prCCW7Y8-PT6lZ3pHW77br312N2--RW5JPwRP7PqNf0N8lRdsml1LtVW1tHHqZ1TCGY6W1C51Tk2tRnYPW2dT7Yf7JHLSYW6PdVC44bwjn7W5bVZXp5CwQh4W2R4hFT8-7t6kW5N7Xzz6X5FDjW955Vg71-tLRyVKF52q5525FvW1qL-Xn7jgcV2W21Y6_K9jBVQ7W2FVnDW7pSn-GW4V9fJC58vDjHW7K97fS8dGHZMW5XgF4V22GJkYN38vcXntwVkzW2jVdVw1gf_TzVSvSR_6NJp2JW3P6qFL36DYV_W5BVXy246G6r7W95NqWK1Lz_fHW3LwCyb4nZXYvW1N2kdv2L7DMPf6DLGhY04 )
by Doug Sillars (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3mbW4352Q96gJBCwW6z-dJW7ynptfW5_q_hw39LxNXW5w2Rjp1DzP4lW45Kzfs33Mb1HW6gmngq6j34dXW1qJZp8507b5bW70H43Q2FHBj9W5hZyLC3bhysVN1QXk_XjV95sTLwL22L2mTGN77zhZNzxKcCW7rHw6c1731mPW33bZth2JjNNbVQZP_g50wpZ8W4Jv7F41vS7ybN2qXskZ9tg2SW65Pm6b1JJtVDW2Nz9FN1mYnbDW5FGlkg77Lp3pW85Fm3H2q8Yq8W4mRlhQ5Gbz62W5rvP7j1_15YdW5tyNct3wc9zYf6tJRjM04 )
SHIPS
AI Agents
Sakana Fugu is more than a router. But it’s not the blueprint for AI sovereignty, either. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3m2W8V07L_44JS0GW1Vddqj3wfttxW89XLFZ3zn6XPW2lMd984-CpwxW2r0WRR8Yhwt1W71ftqN2_fgS4N8CmDWRh50jbW3p2kDS8DpPm3N1TKb9TNhs2QW92lwR65cXv6CW4pcmsL3z4hRyW7QYHsy7Sh8DqW2VsJ4P47_nNZW5S5NCh4M2Jp5W2XDknr2F86_8W9d5zqs8YdjmnW6cSGCJ6xHR0XN69xdGgWp4CRVZhT3s59Fm_jW1crfyl4FvpbkW7c4k648PtgrQW4zJmX_49F3glW3YQQ-x1xd7yXW1gBZbW1nmbCbf466gmq04 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03prCCW7lCdLW6lZ3mXW3Kdx7j64rC5kW14f41L4tbyGWW9l2yv03l_4yQW7JqRQK89LxCqW8Srv_M5Yb9jYW22Dm2B8q8Z-VW6QzSV795n9NzW664R7S8gtZFwW6h9Vqf5Ms799W19S21Y60qGY6W3CvyQH7HyDK6W34vtZx1y0XvzW40cv6c6RqZL6N1YDXckdKt04W7TRzYK66c0zLW3r6fBc7PQtqDW4_Wsdm90LH7QW3tTWGb2QMrB8W2PWvCW8nj4KlN3j_9RcFNtQKW1m_9pf7h3KPzW28_5T96HxYxVW6tRzZY2-2jpPW8r-CGB2yhp86f4BCGls04 )
FROM OUR PARTNER
Build it all yourself isn’t a platform strategy—it’s a dead end
Replace brittle, one-off tooling with a structured foundation for long-term delivery success. Start with Process Templates today, grow into policy, project, and governance automation tomorrow.
Learn more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTK3prCCW6N1vHY6lZ3p5W7gWSyH90DLxcW5Z6ZC22N0BxZW86ftBS2h11CyW6msg9j7x7WBwW2s3Z6x3JX_JpW3FVdvQ4zsX3vW1-d4sc3Qh_CSW90M6Rx12LP7jVjJyM23PZWbZW93PQBJ4vy2YlW78spN576MnS6W66G_XB6Fnt-3W97W3Wl8Gg_-wW2gc62j8CxH0LW7R_L1X44bS1lW8Y-Z2W7cG8W8W1QQdWM7rnKc8W3yZ38Y6ypKS9VzsXtS1kzxMlW8X150w2mVhMMW5BRBx25HLnd_W6tDGw65xtptFf5xqmfK04 )
FLOW STATE
TOOLS
Kubernetes roadmap: Orchestrate everything. Break nothing. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTq3gP0xW69sMD-6lZ3nKW5_T-3R6GXnc8W4Fdzyq18fPWqVDMLLZ7LK7H8W5S4Dh72pyhJ9W7b8j7d2swX1NW2J3kF-7zSdWkW3K_yMG5Fwh_-W35wdrj63-ZyYVHMxsL8slW5kW5hPvRg6DkzZkW4M9lzh2nrPtWN5L_gyGBgr2XW2xpsgN31nC5GVkX__64YqgDCW7G5jNx8SMnqyW5JlJtr72fgFYTW2898g_C6SW6rmCxB3btzCQW7ZSJ-G8PV-2LW1639WR7Kh7g3dx3Y6R04 )
A step-by-step learning path for mastering Kubernetes — from container orchestration basics to deploying, scaling, and managing production-grade applications in 2026.
Explore the roadmap (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfTq3gP0xW69sMD-6lZ3nKW5_T-3R6GXnc8W4Fdzyq18fPWqVDMLLZ7LK7H8W5S4Dh72pyhJ9W7b8j7d2swX1NW2J3kF-7zSdWkW3K_yMG5Fwh_-W35wdrj63-ZyYVHMxsL8slW5kW5hPvRg6DkzZkW4M9lzh2nrPtWN5L_gyGBgr2XW2xpsgN31nC5GVkX__64YqgDCW7G5jNx8SMnqyW5JlJtr72fgFYTW2898g_C6SW6rmCxB3btzCQW7ZSJ-G8PV-2LW1639WR7Kh7g3dx3Y6R04 )
READ
Neoclouds, sovereign AI and Postgres: The new operating model for regulated enterprises (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03gP0xW7lCdLW6lZ3lnN6wFYfJb3mGzW2Q-0Qq5t1-ZPN6Hyvl5L7BRcV4-dS-3Nsr3fW3ksqkg1h8ClYW7qhJnS3Cs9ChW12j8Dm3bMt9hN2Rw8_tC2W8FW237HPn3FLNH4W2vvcYh78dggZN48c6Kzlrr9dW3F2MGN7MRxpdW3X8y6C2y5-B5W43__LB7-9t4hW3rGygV97kRLyW297JcH4cZfP5W4r-yT21KpKK4W7LLkh24Sr5dDW1Vch0X6BKQC9N7KNrZrSVRDZN25nw2G59QH8W8T1v0k4C_pL9W26CFdd2-7ccQW4mldn62CN7yPf5xBC4C04 )
As AI inference moves into production, enterprises are turning to neoclouds, Postgres and sovereign AI to keep data and compute in control.
Read the article (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03gP0xW7lCdLW6lZ3lnN6wFYfJb3mGzW2Q-0Qq5t1-ZPN6Hyvl5L7BRcV4-dS-3Nsr3fW3ksqkg1h8ClYW7qhJnS3Cs9ChW12j8Dm3bMt9hN2Rw8_tC2W8FW237HPn3FLNH4W2vvcYh78dggZN48c6Kzlrr9dW3F2MGN7MRxpdW3X8y6C2y5-B5W43__LB7-9t4hW3rGygV97kRLyW297JcH4cZfP5W4r-yT21KpKK4W7LLkh24Sr5dDW1Vch0X6BKQC9N7KNrZrSVRDZN25nw2G59QH8W8T1v0k4C_pL9W26CFdd2-7ccQW4mldn62CN7yPf5xBC4C04 )
TAKES
Cursor, GitLab and Zed agree GitHub is breaking. They disagree on how to rebuild it. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03gP0xW7lCdLW6lZ3mhW8zrw4P8MWwTJW5L9gg01fWxvFW6WpR9Z47Sw9CW6lSr6K2HG3LSN1yMln_5zPxTN5cB82ZVWRDlW5-my462nLBfRW2YhcVx9bPz5LW2NX6yS1TTpMPVjmx1s3sSjgTW1Z7wRs49FBSsW8J6MsF7bgGrHW1RTvrf92r4KXW22N5gc9gpT-PVlNjF-2ZCJzwW3-vZKC1_1kGCW6vr5ds8_qPvJW8Bw5836txB7GW1Mnbcn8mS8rZW5-twPx1QCTYnVxdLtW3Frfg_W108VKC4Mh8SLW6TwlQC8HT2JgW27SFPd7kgt8sdr1k3Y04 )
Cursor's Origin, GitLab's Project Switch and Zed's DeltaDB are racing to rebuild code hosting for AI agents as GitHub buckles under the load.
Learn more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWV9sG40cGgyW1K118Q4X2c4dVhPn1w5QJPmLMGxfV03gP0xW7lCdLW6lZ3mhW8zrw4P8MWwTJW5L9gg01fWxvFW6WpR9Z47Sw9CW6lSr6K2HG3LSN1yMln_5zPxTN5cB82ZVWRDlW5-my462nLBfRW2YhcVx9bPz5LW2NX6yS1TTpMPVjmx1s3sSjgTW1Z7wRs49FBSsW8J6MsF7bgGrHW1RTvrf92r4KXW22N5gc9gpT-PVlNjF-2ZCJzwW3-vZKC1_1kGCW6vr5ds8_qPvJW8Bw5836txB7GW1Mnbcn8mS8rZW5-twPx1QCTYnVxdLtW3Frfg_W108VKC4Mh8SLW6TwlQC8HT2JgW27SFPd7kgt8sdr1k3Y04 )
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Not loving everything we send? You can update your preferences (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-RmW2MyXLG3P8MbhW3MbFj_2sMh23W3NQDY82YP9PFW3Y1fry2Tsh7GW3b9wm930l6y1W4rFBg-34HmsvW3XMh7-1LFZG7W43JrWT47Rxn9W3ZJC0G43TZWQW3CjvMS215r4TW2YgHxJ1LzlThW21g-lT3M2KvpW3R2n7j2qWSPFW2KyLgS2CKBJXW2sBbcf4fwdfmW2zWtnW2vxR_tW1NyMy12B11szW4tx3vn2TJDzFW4tG8D62FSzGMW217Yhx1NhxPGW4fHS9c3XXTvMW2WtLQ5364BFvW1Q6zVP4cdW-VW3Y0ryq49z7ByW2PM9qy3h_MHjW2Kq_X949l0HbW2Ycpyl4plvYTW47RZ1J2TJClcW1QzM3h1Q3HlZW2MHCWH3M7mHvW3z1JP82Mv-hRW49l3hV4hJ0pFW3H37P938jr6gW1NFmPg4mjC2QW3g02N032hqf_W43Nzst3jp0_FW4ktY4G3zk7mgW1S1vfC3Hf750W2B3crv2PW2w9W3_JrbZ3jt_scW383_fp36yvNNW43Jl_g25g7LlW4fgKwh1Xx18cW3M1tvZ47CmJhW3NXR3S1X1WxGW2TBmbF2G0j5WW2zTPg7257yyzW2YKq1v30b8gpW43RtkK38jRP4W3ZtBXr1Sb9GNW25q39_1VnSvYW215TrZ2xX4zZW4pB0kJ2HCNhvW4kx50V38kg2KW2-HcH93BWp7cW32zPJK3XLVyMW3gs4zL3b9C_JW41pRkr1N2j-FW4kGBjy2PV86k0&_hsenc=p2ANqtz-_mcehUAbO8TLieheW5zQeZDN8ynPrtKunkTyw1jhYW1adAFXzc7eig6t5-qqmCxdtgQ6qX1EWHG3XvUmad7iv29Y7kfQ&_hsmi=425438846 ) or unsubscribe (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-RmW2MyXLG3P8MbhW3MbFj_2sMh23W3NQDY82YP9PFW3Y1fry2Tsh7GW3b9wm930l6y1W4rFBg-34HmsvW3XMh7-1LFZG7W43JrWT47Rxn9W3ZJC0G43TZWQW3CjvMS215r4TW2YgHxJ1LzlThW21g-lT3M2KvpW3R2n7j2qWSPFW2KyLgS2CKBJXW2sBbcf4fwdfmW2zWtnW2vxR_tW1NyMy12B11szW4tx3vn2TJDzFW4tG8D62FSzGMW217Yhx1NhxPGW4fHS9c3XXTvMW2WtLQ5364BFvW1Q6zVP4cdW-VW3Y0ryq49z7ByW2PM9qy3h_MHjW2Kq_X949l0HbW2Ycpyl4plvYTW47RZ1J2TJClcW1QzM3h1Q3HlZW2MHCWH3M7mHvW3z1JP82Mv-hRW49l3hV4hJ0pFW3H37P938jr6gW1NFmPg4mjC2QW3g02N032hqf_W43Nzst3jp0_FW4ktY4G3zk7mgW1S1vfC3Hf750W2B3crv2PW2w9W3_JrbZ3jt_scW383_fp36yvNNW43Jl_g25g7LlW4fgKwh1Xx18cW3M1tvZ47CmJhW3NXR3S1X1WxGW2TBmbF2G0j5WW2zTPg7257yyzW2YKq1v30b8gpW43RtkK38jRP4W3ZtBXr1Sb9GNW25q39_1VnSvYW215TrZ2xX4zZW4pB0kJ2HCNhvW4kx50V38kg2KW2-HcH93BWp7cW32zPJK3XLVyMW3gs4zL3b9C_JW41pRkr1N2j-FW4kGBjy2PV86k0&_hsenc=p2ANqtz-_mcehUAbO8TLieheW5zQeZDN8ynPrtKunkTyw1jhYW1adAFXzc7eig6t5-qqmCxdtgQ6qX1EWHG3XvUmad7iv29Y7kfQ&_hsmi=425438846 ) from all email communications.
Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!