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To: [email protected]
Date: Thu, 04 Jun 2026 06:07:31 GMT
Subject: The AI cost crisis finally has a watchdog
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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: Microsoft bets the enterprise AI race will be won on data context ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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June 4, 2026
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<h1 style="font-size:24px; line-height:1.1">The AI cost crisis finally has a watchdog</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">It’s no secret that AI is becoming the enterprises’ biggest and least understood technology expense, and for many companies, the spending is well ahead of the accountability.</p>
<p style="margin-bottom: 1em; ">With that in mind, the Linux Foundation announced on Wednesday its intent to launch the Tokenomics Foundation, a new body tasked with creating open standards, benchmarks, and best practices for the economics of AI token consumption.</p>
<p style="margin-bottom: 1em; ">As TNS contributor Paul Sawers writes, the foundation is due to formally launch at FinOps X in San Diego later in June, where its leaders will share further detail on the technical roadmap and associated working groups. It has drawn initial support from a broad cross-section of the industry, including Google, Microsoft, IBM, JPMorgan Chase, KPMG, Oracle, and Salesforce.</p>
<p style="margin-bottom: 1em; ">Guess who’s <em>not</em> involved? <strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3hCZYW7lCdLW6lZ3mPW7jwDfh7z6c4mW3PQB2Y1ZJfj1N1vqDD498-3JW4ktkt_8_mTShW4DYncz7JHsk1W8tQsHG7HmGsKW25bNDx7qcN61W2ZS6BV3JnpQpW7r8VHm9gQ3KnW20vJpQ5L0cgnW58P4f-7-YxJ_W6SwHMT6Rb24bW8_8L-j5gSN0PW7WGvwT4LhcWbW6G9Rcz3pr0-BW6lWjm57Rm9HfN3FjmLMLY3m_N7YRZhkRpVSXW98RVzj6Kd7tvVsPN8w8vGQSWW4yY-f93vrhqSW1xFplw1mCzVQW7PXwjg19_D1dW4LQx5b3vggS2f2XNNRd04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="VJ8gR200" target="_blank">Go deeper with the full story</a>.</strong></p>
<p style="margin-bottom: 1em; "><em>More fresh reads from TNS:</em></p>
<p style="margin-bottom: 1em; ">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3hCZYW7Y8-PT6lZ3pGW4P3Xzg43FqdwW8wx5793_lVXpW2SVRlQ6YYQqkW3GkF3F641YPKW2kdyVc6FjgSYW8kP-1922kpM8W4rCF-G8tvq4yW1Qf4sy8JBMJcW1S7_KY92C2jRW8hLl8R7pwzDFW8p5Dcd8gC0HmW7k3XGg4lcdrBW8hZ24S164LMSW3RvT_w8b1DPtW1bJ3QH7xTKv6N8q1-K5sp69JW39kkBc1LSzG1W1B67D81T_T8pN15Cx-fyCMCzW6sqJQt74SSRBW85Z__X4bQyFpW5F4RHn1x5dycW2hX8YZ5mM4CjW71W3z54p3RsTW945LwX41k39kV8HzFt98lv_8f5gkQ4404" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="znAMO77q" target="_blank">Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production</a></p>
<p style="margin-bottom: 1em; ">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3hCZYW8wLKSR6lZ3q5Vb6Mvw3qFSpgN7hzW4vz0Lh7W4X8wPF3Kn48KVCHcST4HMlSMW4DmTBq7YBWyHW61B3TQ7hMChxW5Qdbm963QHfWW2CP7Wx6zBfGGW7tNWTk1JN4dsW23-2Jn4bHVWTW5WGfsH4mZp7LW5yQltr2ys0bGW1XpGjW9lcYH3VfXWlc7YdHsxW3js1Q736dWRrW56s6N66VvZvkVXShVN8JD9ySW71jlF52-_TFxW1ZnmVH1qPRFzW4Y-WN15MJr_HW6sCxty2-Fk7zW3_q7CF6j5t9XVW-CtG3f2PBNW6jgMMd5NxHp8W1jgWjC5LY3h3W5LJNwd15sZXJW33W4JK41c4JCW4y9YCW61KqPLf68Ygs804" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="kKzTFcj/" target="_blank">Microsoft bets the enterprise AI race will be won on data context, not model power</a></p>
<p style="margin-bottom: 1em; ">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3hCZYW7Y8-PT6lZ3lmW2YY_L87NhX_WW88t6bk340bv_W2xHL2j469yVnW5YHQRv13vfwkW8clF8F8qxMDsW6dKYBB9kkrKZW94d-Zr4w6x-LVDSLNg4tyrHjW5QgGGN1zt-t0W3JnmTh7pxYtRN2tfzlVjB_BMW5MlhSP3ZyQH6W3jVvhJ9dCcTqW2TSbpS6DVctMW47LYxY6V3x2MVwg8D_4wNdmdW4gc0wY1Bg9gWW5Yk4hb5Nt2NkW2tnZ5C1ryrYwN2J6M6trTc1BM2h6tx36wX9W5L2svX3pHKn0W6KDTwS6fV9_tW7yRpn48v9CYmN7zr2dR7M7xwW2kfx4T71Z5tdf2JbpCd04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UIT66/E3" target="_blank">Why CPUs still matter in the age of AI agents</a></p>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3kPW180zqM4fY8lrW93ptnv8j-n0CW8xsWBH1xn8lDW66clNJ1-6XY_Vb6rZS7_5QftW54kGDC5FPxBGW3hNtLr8MsqJrW86ZLTV3bpGV-VktjKb4vDbHgVH33q41t_xmrW3cpFYY5bf2pGW45Hbg97YFggnW927hCQ7lMXYPW6CGpNH87_hmxVsSNS58fht_LW2jp6Fn8BKlqYW6H_kyk5jyrJLW6zYCzJ2z032GW4gJlMR3nFJ73W5FlRwH7vQHLxW1t01BX727dFfV33SWY3ZtxDcW1ZhxMC97v94qVnR7Rd85Sh2FW5X35Ql3vNqt8W7S-Dgk3c5pR_f4dnXT804" 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">Rayfin: Microsoft's answer to the gap between vibe coding and enterprise production</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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3mLW8HG-pz8rG-HrW485yDX64ZS-CW5-LLZL7Ldx3CW6rlftn2Qm5KZW80Fq304BvndWW8rXM2T4Fm47-N3NvT42Jkk6xW2Kb-yC4tHZj6W2TwFCt33KrG3W1S8TG3295zzBW1M2W8w6VmcH4Vmmb8h3ZTYypW1Q_T4g7kST6_V_rzdQ3DyS0RW7btBv06bxZYJW6mFfkz2x6NxHW6mS1D-7F5Y8ZW4bnR_Z49gq6zW7Mx9dv7y3S1HW276PW-8bKkTDW6Tz1D83j-sHJW1K4Q7f4ZBKbVW6yb8X84DJ52DW4rdqMR8GrnYmW2Z51TB986qVTW7Nyw4q7Yph-Rf26Dk0H04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="fBRiJagP" target="_blank">Darryl K. Taft</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3qgz0W8wLKSR6lZ3lKW27vh95250fW7W3NNQ2Y2VC4WNW2VYlpD7tcQk4W4YSHkb5GbzJJN53z1WYC-SNsW5QLNKS6tqZ3KW1012Gd2DDgJLN830PkfpX0qPW3X0kqS6M_rsfVkG_kT5v7xy_W4hLCFt20sGNfW1cD6P54WV4fcW8Rz8zx1KzbHDW1DMCB03-SmKDW1fkt4M3RpqMYVjlN8D1Ml1xbW1PHbzw1q_x9NW4Kw5Q552fYhgW766H3c7s8MZCW1wRv9z5L_sqBW2mBZt51CTSNRW6QnXzp6WxKQhN4D-QjW8hcrrW77zFbJ7xHSprVBsnCf73WJG9W7cMySv3hB_d7W5MGwv680MwZPW1kcRRN5kvDChf6z0l4004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="wjqTmLnC">
<img src="https://cdn.thenewstack.io/media/2026/06/3aa26806-nick-fewings-fkh5arzoodi-unsplash-1024x683.jpg" alt="Featued image for: Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<div class="excerpt" style="margin-bottom:15px">
Microsoft's new open source SDK pairs with Replit to push vibe-coded apps past the prototype stage and into enterprise production — with security and governance baked in by design. </div>
<div class="copy" style="margin-bottom:15px">
Vibe coding has made it easier than ever to build applications. Getting those applications into enterprise production is still the hard part. That’s the gap Microsoft is targeting with Rayfin, its new open-source SDK and... </div>
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<h1 style="font-size:24px; line-height:1.1">The Kubernetes rightsizing trust gap: Why the stakes just got higher</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H1s5g8t6W50kH_H6lZ3lqW5mBJ-G7SPJ2yW8H6kCC39hJRcW6gwHTz4WzdBNW8Rh5PD3lVT-vW2Tk9D38_JMhqW6K4BDK70wzWyW46BPL54Xtn59W3BYfjW1T-QCbW4W_klJ7tzcyNW1PCQqb1PPZclW8CCByf3G6dyFW2WfXtN1Fn6yjW7CdhdD3m9ZrbN5n0PYTW0W0sW5bTgpk6L_ZrbW31bBf93GWJc-W7_LRHK81LkwLW2mWpwR2CWj3SW4NT9QR80zwMJW4WxCR31WqcC_W41xnQw64mHQGW4qpNKV1MPkj0W2qDrMc1xVj4yN1phfSfyYDtKW7lpGQR22PWYCW3z8zwb22H9x9W194_6P7wlKq5W4k72wp774KmkW7BksDr3drQC4W8fQM7B3VRj7NW68JSDm6qm0wVW6rB9Yz2Rh_d9f155nK404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="248+eNam">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/05/e55a98db-cloudbot_webinar_24jun26_see_16x9-scaled.jpg" width="640" style="max-width: 100%; height: auto;">
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<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">AI workloads have made the Kubernetes rightsizing trust gap expensive. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H1s5g8t6W50kH_H6lZ3ppVz2QFv85__5qW4BZjpF8yfP7fVnF69-7-YMgKW8GmLBD3nSyLmMs15LFdMYXHW8L2TZw14vLTDVKRz074LCsZmW41jrFn23YbCBV5pMqp2Rnl8-V64xqx5mZQ4wW1Gnl_J8ZNvfsW6jkgCV3LQF_1W3bTfqD2yP78nW60Qhqc47bk4SW5ZqsPF24CpVrW30nC7L37J1RsW262HV31NQ5sSW9fgJp68f1ZrdW7kCkrs3Vw-XnV5vS6B87jgD0W7hq0bn2q0kQ7W91cvXR8vmbXKW6R4PwQ6zcC0_W3NyLx_618Q4BW989ZrG6pGV5DW4SQmg67mXLcxW6yXpCf3yMwBxW6Vjzlt8NKKHfN4vfqPh435dNW8yBvdF1S4WftW5_vPl05TyS8WW2ft9Yj6fNClJf33_1tg04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="k4lxxe/n" target="_blank">Join us on June 24</a> to see how teams move from human-approved every change to continuous closed-loop optimization — in practice.</p>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H1s5g8t6W50kH_H6lZ3lKW3RL9WX3MF7MFW8w4f9d4Gcr46W4lrFSz77XHkWN7YL50D88tkBW8ByBb26Nsq05W1fZpQH8dmFM0N65ztxl5S5VBW4s-sbN1KtmBvW1_hTzc6wTtBzW6zn5Jx72969XVRHMBX2Nj3XMW6S06FR2YFRXsN1LblShLfgTDW5s33mj3KlDcDW93Y8C422g5WlW36dXxL8MvYKFW6RH_5C6RdL0-W3QvWw25KVwJ0F7bpS2pPt9vW4vGk321QN9hpW8sG4Ty68Y687W2X1HM46dv39YW699yNl3nCQQRW5tJZ7V1dD5j-VR44rD3ZGLzFW8bhMn-1h7CzmW1JRjLM5W2lgHW2Ny6Lm2MN2PgW1HcY0s2FTkfHW6PfxGL67tnHWW859Z0r5-6nsnW8byFBV4jnZHdf4sQJ7b04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="W9ClW85o" target="_blank">
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
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<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3mmN7cr1BgZZ_sMW5hzVBH1grMtyN4b5MLfQSJjmW3_mxvr2HPGCJW1PhgR-5CF36VW9fmWrr1Zwll9W4RHK3c58hq-LN2B6ksfqDPrtW22lQCG93LXDzW5p4Lt47FCWlgW9020hT1_jFrfW95gW9H7d9gFtW7glgm01DJF8JW1kMQ4_89LgMXW3P8nrs5L95xcW1GgPC31pQd0nW3N_xqX4Jx7XgW35tJx77Y0MjNW9l5Pj_9lMcqtW75HGp96BG4WxW3BfrB43M1rTRW41QFHT541w_MW6VYGsK26SMBqW8bbz11400Nc5W4D22zB1kbmPlW6pt-KT4WRDSXf4-mRyP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="SZ15TxPy">
<img src="https://cdn.thenewstack.io/media/2026/06/90fe5e48-owl-illustration-agency-nwd1_k1plp0-unsplash-1024x709.jpg" alt="Featued image for: The AI cost crisis finally has a watchdog — just not the companies causing it" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3ljW7f54VP5RR6qzW1Ds3BV8_lMDgW4SBVjT5ldDwKW3SNdQR1dxp7nN2xZt5jdpR6KW4GFzzc5R1ZJ0W8Znv3K6glNH5W74H5wr2p0r01W82s3lb82YGtNW2wdPVh76_KdWW5CxnYs5_DPqJW8htY5p1bST-jW6grVnm2hGN5FVV5jBK5cGPKTW4jzwdk8Cy6HHW8xkjL51j_VqZN21ygvcTgm7dW5fbC8C31nhGVW138r8H1Cxl4FW4KC-D27DBtPZVbLBqv1PL8GpW1j4SX17FqscyW5mVjW_6Vc0JjW32VBmC5l4Rcyf7fT5R404" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3q6W946XF-77ZgTNW74__Kp4vDWvXW8p6FyW5YdgN1W2NtwFW7-r4YxW20H5RB2vxSJfW4G5HpS1xMP-SW7cWnBF43YWBlW8895lr8QQH8VW82Yyny3gNVmKW7-hWJ78MpsNWN54tnp7x1r9SW7m8tK022s6ptW52yg-B3q3cnLW5Jt0S68c5k6SW8zmvMN1bTp95W2r_TC22XmqtKN4ggttDTwPxNW1S-jWm42LDQFN2H-5TB4ljN0W8rkXCW3-nSQDW6h5WC_2fR-M3W3d7bDz4Bm9N9W1gCV_s3m0zRvW3DN6gp1tLJNQW3f23Zp8VGzJgW28xSFm6hPlbLf3l2nY-04" 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="/5qeUnr4">
The AI cost crisis finally has a watchdog — just not the companies causing 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3m9W8Myts74_bF7-W8RVCg-9j3zfxW4ljQZW7ZC_SVW6LRZV73dcn1xW2G77pT6QgB-yW1xFSlq39dxQQMnk5096jdP5W7MmfDs6yZN6vW27rFll2DST3SW8QJ8hZ55FTB2W3Y19MZ68nWDQN8mxJFz7FFdVW3-HVMd7zTZmyW63LZs28fQK_0W2d0Ql05Z5LCYW3B5vbt4qTFrNW8GFl7C8c_gz4W2lyHhv8z5qmLV_vJ-95vVNS5W2zvxBz21TjcLW1WZJbC6dxm12W1Ylx4r2sXqvFVPVfXl6GDJGlW2j5gK53ZFpB5W2f6rr23D3q-hW1vs3wy8sB_Bqf4B6Pk204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP">Paul Sawers</a>
</div>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3n_W3zt16c1q7nHCN7VBvqKmhD13W6Blf3l7Xr7Y3W6MP-1Z6T5Y3RW6s6_Bf5C6Vy0W8__4L-2zfr03VTpBR74N9jxbW4KcSqS653ykqW2gBnB03G8nNMW2NwgRD5Rj30zW2zp9S61drhBCW2Nh3n47wRQw1V3rl1t2Sgl6SN2JJ1wllqLzTW8ChYdY55HZvKW70w0jV5T2f6PW37RMrc4L7bQYW70WkPf1dvtNZW22k0bZ6pvzW4W5DB1s127lbgrW84YzZw8LW6rMW2Vlwdn4xrrfwMCM7_GFP74_VLTnN18sV3QgN5xSzvJfSnx9Vrw9cD7dySnBf39g1H404" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="R6bOeglm">
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</a>
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3pqW7bxb6j1FlZDfW1PV4ng2587pxN105GzCBnFbjW5-S4b24wcdWkN3YXCnb9k-M9W1HV09H1xnCJsW6qzgpy6Zr3ZmVMW96m4j1vMqW51Nyf95rkMYdVHTPg5489vRxW3qQ7386JykBjW2HTmhH74d7gpW68cB2M3XldGnW4tfXBl1LC_8_W63mhJV631STKW1dj-0R8pgldhW7VgZMZ18xN78W5XdVDh8LyvYdW6qcQc24HLL-lN1hvlKdbXt7FW6S508Y2f53gqW9lLlvN1H4lwcW4yxVNw4-b6njW1RsB895ksWPFf4_v4F404" 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="GqQrfzon">
Security </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3m-N24w-Z4b2VyRW5RlZG-5VVR3SW5VTJTY53YgZTW7MZBxX5HvKDcW6VlvN43nbhg7W1xxBLc4Wd31bW2B6wbH7HLST1W2yGQ9896j3mDW3shDFd1lZQs5W5RRxHR2n9mcwN5T-s7BlxP2HW5-BRZc7StSxbN5SBRlZKw1tWVY8Ylq1qSnB9W31yd-46FqmSDW96KW1z4yVJzGW40vpmk2D-0PLW3wGqCd31bcPrN7MCdNMqlmZDW2jJWsM456KlgVcHtZd1Nj2khW1XxrJl4jGT15W92HwHy3tcVc6W3hQmM66vkQQXW5Pm2HQ5rD1Z2W1XGjDB4J2h0yf826hp604" 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="BK3uPh9k">
How to get operational data off the factory floor without creating an IT breach </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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3mJW9kX_tm1cRnp-W12v0gc3sybQCVRfcVw3grFP9N2Wb3b5VhRlyN2GvvR1XX4M4W6kpgfT7VzxjGV4sBd696FPP3W68GVcz9f0SHBW2WPCNm18-dRmW5dh-mj2ckjTPW4y3rbt3jx5ZNW4ScCLP7WNwDzN7kxkhp-SDpkW74mGKw3M3ztFN1F-2Ny-6QFZW8N0vqH64N_VKW2srf9x652M2wW7d6MTq7s2Ql8W5LYXyd7WyX2sW1fb-wm11CS3ZW2FqVNw3FMX2LW6w1Z_C7tyxM_VlG5LS2hBpdLW4_q-8P4vxPCBW6VhDwQ8tJVQyW3YCB4d1_6MQGf4vNKyl04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ODKWwpE1">Alex Wilhelm</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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3qgz0W8wLKSR6lZ3pKW2w3JQ26Cw2vrW59LtX_5tFZGvW1-1-Bz3xYjDBN5VY7_1BsssFW4Kkd8v1gCmHMW7bnY7B6BSNrbN79dhXSVYdVpN1rR8r9RZ-m7W1_B0zz1X82p7W3YcF918Mqt6HW2QKP-v4s7j-2W5bYjb82JmcjPW9546qs96TDzSN7lKTCHZ17mTW3655Fl4K5tGHW4wp4St5S5mxdW7dYkJD6jMbrsW8kPWVD5cmDCnW5K30fw6mP5tpVlJnm54LSScVW3pg6ts4mPDHKW74g5jg7gx4LkVhPRcx6LL7KNV1k0s54R706CN7MlpK8qXDy7W8qfDKj39HdrcW1RsBGR7z6g2_W8D0p-t5464Vpf552rBv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Xod0YH3M">
<img src="https://cdn.thenewstack.io/media/2026/06/e705f95b-for-thumbnail-final-1024x576.png" alt="Featued image for: Why CPUs still matter in the age of AI agents" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3lWW9fsjQ16zdS6KW6fbLfg2_dW9tN36X2KGgvsf3Vjq4-F8m3p2GW1HGl0n2w5NxxW5y59WG8x4YwbN98hBTWg-rLVW5_cQtC6BnBf1W6KvjKR4mcdzCN8PGrx7tFNTkW7ltvt759S2wqVLzdx88CM07pW130vzY6VFVC_N75tHsykB5KJW8ktWFM691PdrN7VHDthWwfFrVTxNzN4pR7H7W2vkc5z1hJGW5W8H-hM_5j4SFVN1Cv-hTsSNrsVNqq1z3WzqgTW82wdZZ2gm5wYW70HHW458zvbRW6KDV4f3MQlmGf36Pqxj04" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3qgz0W8wLKSR6lZ3kTW8tPckM8lwpHTW7L07ht8xDQ7zW82pgz31DglqbW8fLHys44gBq_W7X1Tbt32hsDJW5GWl657GSyvlW77VcTX722B29W46M4ln22DBgNW8PTKKl2KXwc6W8LhKN777qyBpW50CyvB11CwyYW4pgt-44h1c5xW3pfjLB7bNpmZW50b5_b8YYGHvW1-hBSB1kP0FsVfFcWn5YT4DnW3shq186-3XB0W2Z5k855nndyfW6wXxfw17npNhW2hlBRh230Qm2W1npbxC2Lyw1RW4WrLcj8LRJ8LN4czVt0FLN17W6bnVcx6nGPS3W7d10Qn6KP8CxW4H4-qc3yPJN5W1wRg6m6PRX_vW2xnRDb3KSv8Tf30ZtFM04" 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="EcddxPP2">
Why CPUs still matter in the age of AI agents </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3pXW8j155t68dMSCW8njbL24Kqs_VN3y_rscwly77W3mMvnH9bBJQKW4nR2h82BsVblW2B4n748xtRcJW5RWwqd78qjRmW1hGCwG11xNcTW30n7sf1bmF2RW87SPTm7LCG8LW7JytjK9gRvtFW5WlxLX34WnYbW6G6w524xjdw-VyqlVF38RGmSW4TQ3Rm2scX7CN7RrBQ-4R7-qW2-4Nds1f216dW4r-2Hm1ggxDhW642s7z2-nj25W6Zc3wc9jfB7nW7c2mXV1Z6mqwN9c5ZB7R0gySW33XlWG8Q4lWzN3g8qxcKPSn4W4ZV1NY6qWgKvW7kXzVb6rfzlvf2x9msR04" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3x3qgz0W95jsWP6lZ3kHW172bkp86zXt_W8WHC1-6G24h0W3PbsBr7MjcBXW7qfhbr1dWzvsW79xmvr6GhfFsW32blkR5wrMGJW1SBHLB2llg7-VXcZh69c--H1W546G_-52TyRGVcNrVr5Sr0-cV3stfl5VfG5SW2PqM7c83GynHN8XWZrWpf9fkV9vF5n11_CGFW98JTSK3lYXkpW8dyqX035lBGYV7Y4J82LFwnPW7_gyFY4-5pJ4VtMtXV3FPcgHW57c6B16F0TFGW3MHXGh8_qSKbW6JPWRy9fGV4JW530yPj68XT_9MPGD8lJXMnSW64wGHz8cXY7rW3QM2ND1K2TQ4W1h24dh6PLWqJW1MZPbJ8cTC4NVnkd_V8pLqCCN5vqRvnJ2DmWf2Gk3_z04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="r1lXKw7A">
<img src="https://cdn.thenewstack.io/media/2026/06/e22b0df9-pawel-czerwinski-6un4xtdvaim-unsplash-1024x683.jpg" alt="Featued image for: Microsoft bets the enterprise AI race will be won on data context, not model power" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3p2W88D75y1Bc_7TW2fmPnT1d-6TdVBbTn88Md4T7W6wTtNy4FD4skN4RFqR8zXhKKV87CG-1LKFJQW2Xf0M257HLFpW1Y6QMj6ZG-DyVSFzBG2V4GYtW2RLq488SZwttW6LLgW05gRh4pW1-xWL165VnrVN3dp_rtV8tWNW2zXhYw14h276Vr4WQN4JKWdCW492m8p1cvVDZW1XYj1h1qQkZ6W751l2X86w8ZdW2J81tQ5WVV7sVK5YZW3LdShXW8dBLpH9fQ3QcW6T1P1f49CbTlV37vqJ28PmdKW5mz9K53fzVZff679R1l04" 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="94jhs6lq">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3x3qgz0W95jsWP6lZ3nzW8CJlPf3rQxyJW5CwVfN6XdNysW4FKQ2r4bSdZlW4q_wNM7YxjQJW8GGRV01vN0xVW6qs9GY86Fqb1F3hVWY9382dW7DGjVH7FSc9SN8JLdKd_NgXGW7MKM8c80vP7BW3lmw0T5-pNjVW2lt_Xf25KGCWW9knsQ65PS0WjW7v7Pxm4fnGFFW2mjNz8356q0hW8Z2_3c14Hq23W3WH-HL4YjPkVW3kwqns4zlTJHW5_ZW937CTkKNW3Ys8ch1dBDXfW4dPqhS7md_cjW29HfsS2ZFVV3N4S2T1CjKgWYW3Q11pS1p0fCwW4XShmG8M-k23W2lP5rZ78WKyXW24N_3W3XsB2cW6MSTFW93QxTxW7gSQhb7NSpDBW79F_vP8cFYdwf6lcNdd04" 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="inYQXWaG">
Microsoft bets the enterprise AI race will be won on data context, not model power </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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3phW8B0s6C7zq7LpW53g0566RxpQmW8j2t6T8V-x0tW3p7Hp52wpBRqW5G3XYD77mNXDW81YPwr1WcxcdW17PjqR3bCzvnW18bvqd3ZWYsZN1PCCg_dSTPVW7HY7mq207KcWVZqxFq1Ym8xbW7K2G1t3DtDSsW3pX-8R4cT0MlW3JjJdD3-TJGSN3XWnHLY5PW6W5W7XDk74lLSxW3WBmfd1MYlLWW6VtrQF41vlMsW8zBtsd3Cq-b6W1KjVh97GRrDgMHhJ7NRs56_W7DsCRW3fJMR8W3WT49S4mTf5JW1JXJw66fLtB7W1cL8n46GKDr7W6CgYxH7VB6-zf4_hKJF04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="CXo4dn9n">Darryl K. Taft</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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3qgz0W8wLKSR6lZ3nLW3t-32x8FPv1TW1PFcBG22k3f1N1pXQfS6nWf6W1417dV395BCYN3FMYrnBhDXlW6T6dLr5_KFRRW6Ft-lM23NVz8MC2t8y8mHCRW6PgP1W4qvjcFW9dKTP91xS0cZW5xZvBv36jC-SW6y2Dhw7F0tJZW7JNXJf5pPbngW9d5xv644L6p4W27p9Kl6j8rkRW8z6F_j4FsCLPW4YdPrs2bzB6PW3-JWY63qwktNW3q6tZK4zWGblW652JPM2T3PVJN930_RRmkrlhN1rXmQ858_dQW3K9ZHj8CTYl0W8DWKzS8DgSP9W27hhXL1dCGPDW3BRywh7nsZ-0W5SnHK34ndNVkW4FQGlP56fczXf3_v5sx04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ftnq+aQ5">
<img src="https://cdn.thenewstack.io/media/2026/06/4b01ba1c-ekaterina-bogdan-uhvppanjnas-unsplash-1024x758.jpg" alt="Featued image for: “A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3n7W2qf8y158fm5xW4FMYVq77_qqMW1FzZRx8JTY99W4gNBxX7d9Y8zW3C0_3f1sK88pW77fl--8bwqdNW3fNJZD8nbWFZW58CC663SY9B0VgHxZ54XWZyTW1gQhtH1Wm2l3W1sZ25K4CTr-hW396rHh3T5jZqW4m-V662ztK6jW5-Fq4b8SBD9YW3x9Wcx3hWG-kMwpdD23RL11W9fq6585gWKnVW2lYkHw6TnkvgW89d-4Y54yNStW378ClS4py6VhN7D71Q87ZqgfW3WxzYc6chZwzW3QmlPJ2BHMdXW8wjYpt99YzHmf7rBjkY04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="qJ+t59NC">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3qgz0W8wLKSR6lZ3n-W7QzBPL6pR1GlN7X9WQnwpVDHW9bPzL51cxc-1W3LgfjS87PPV6V73yp44WqcXpW7x6vrq4jMDcQVzJTjJ6W5RyXW5b26sq7gCmWLW2jFxWr4tjxFHW2sk1Qc83fvY6W4MwvjF34WSC_VYpFC_77KgPlW3mK1Zk1Pv9TvW31dCFj1M2WwJVs4Lbp4NwhXnW5tYqrp8Np3VyW2jKH0H8Q2yqLW1j671X5vX9nBW2cNHpY7lqtksW1nG4Kg5ZRy3CW17ttW92Zj4zJVDzfFR7fkrJWW6-Psxl4xYBV4W3MhGjh88BQ_cW2r719q37Jxp1VysKKJ1RS7n9W81vvJx1wDtbrW8czbTD5QYc2Pf81KRQz04" 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="t6bwBOsk">
"A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos </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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3mRW1czXX29j5grNW67K0Sr8yg8QlW4Fd2x719njPKW82hdtq87lDSZW8qTnSW6NFYlLW7sKVLR4y1tcNN2p3D19Z_8lvW4wzrVW3Rq_k9N93ygRrm4g8PW6VVV8r7CJ7R-W3lw8b88fZ7r3W1xW8cD8HP-ydVBD4Dh7zM7M8W4yzr2L53gX8DW2ZKp3l2qpMSPW7t8Dt81Kx-TnW23Vrzg6G1-svW2Tr0dT5p6GBhW4Bcm_K4NVdVxW8Q0cTF7hLs1hW58RRrF16_5LLW2njFLn1l75dQN5s4wLc8Xf3lW684VZq8mJ-y8W2FjtGR8hbvNSN1-Ntz59850Tf6syR_P04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="qXcC9LlC">Adrian Bridgwater</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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3pzW3M5Ywd7XgZFXW2SZfGC4ms8R3W7DgKnx15j8xDW7bbVwY8YDzNtW7Kpl2T3cmyLVV4Wc7S3dvW8nW3zzj7F1bZxnVW45G3Z21946RgW1jYnVd3bcG8yW5DSTXB10KJwnW6rkrDc16GZWtW1Mhtq462Vj62W5hXS_B33Q9VvVKtlZ444nz7gW3G0Jn_2cNkMGW8z8Q4063nrmWW40P-dM7nymvFVWF5Z635tnKCW2v7tPl5jmlqzW1dHwgp2txlDKW7HRyJx55h9hYN5h7Jj3x_QWCW1hYhQm3KK6_8W6Vzdgz44M_yLN3wbKR8Xrmp4W2V86sy2N89nLf8DsvMs04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="8BlzgRfx">
<img src="https://cdn.thenewstack.io/media/2026/05/cc2144dc-img_3679-1024x768.jpg" alt="Featued image for: How GitHub plans to win developers back" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3kJW8lH2jQ54CcWYW8yfjlD33YBfPW7vWkWd6sbbV6W3SgBCv32V0YNW2mNq_p6PgK18W5M-NWv8gVq6vMdYYKN6v2qNW6CDKJY38xTNXN8GZfvZs_4hQW4VDFv-4BWsv7VRlhYb3mlDsNW4FYYZJ7bSXNjV5TgXj2LZ3qLW31B6pN60dxbkW4tcsfd14g9Z6W1f1Vhb1QlJKrW1DhYq32syHl2W7M9wBp1lz6r_W59kq9B1rR1k4W93h96N3nDyhVW6FzTfK63-P3mW4TJCZ445xLt8W2_sCm58ZmpdQMg8CXBJv7X1f68vFd004" 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="3" data-hs-link-id-v2="w1PrlLpS">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3mxW5Yg80M6S8D-jW7349BH5xty_MW89nNff6J92p2W1Dt42L5vRCZJW3bRmvF6GDTj1W34JQN154ByjtW1v1Bhy7vkG5wW67r3p08lpYWrW8X0WsM9gMgGMN2t1cx5GXvG-W4HxG3x2GyJWwW5vPYk94SbsZPW84k6Kx5rVPvyN1_MVN5s4-9XW7xVK_w4bRWxfW5hFwKy8tKP3PW145Ds54hWnMQW5RnKN251y7n9W2fZ0pP7fFZgCW4xrk8r1Jhl59W3xpK-x8bGsGnV37lLJ4dlPytW4_vMJ63tvkNjW30XHPg2BZQNkW8mqDHk3r5l-wW3TN90W26CpW-ddGPY404" 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="jaPC5RFf">
How GitHub plans to win developers back </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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3q4W4FPcwl8YZfmYM90ztqBCqS3W10rsfd6x5v2nW4wSG2Z5Lzz9NN4m1F5dHFLhdW1yK-G82phZqrW8ssbzL6tn-9GW8l_V-w10stF3W5jKDk28vyCBjW7JmRbn8_1ch_W5v-Qn02vGpXSW67GxTf536r0pW60-7Zh5dZfFyW3lXtF463mlMvW6ztzxc3450YYW8Vgqzd6Cx49hW42hn1f5JhfxVW9jyf2b1nQqftW42LsJh8pTtkFW9g0pDq5TSYcwW4nN33G3PlQ71W2wcw4g1HZKsJW73b3qv2N6vKBW2jkr8N2ZBf00W4jc44v3FXymPW4Jcm8-6JWpWNf4BsslH04" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3lZW5MSQVx87ggz8W8svFXZ7-36gyW3z2NCL5qwzzbW4_wc5s94L-JcW8Hww8n4w_j9PW2Q-f8p4-0Y6sW3Vzspd4LtTjpN1NYQ_4JS_pKW8DBk1N5tCLVyW3l4d1b3Fzd8rW6-Hd2r6jCgN0W1nKK6z5dbrQMN76vTZmsT3L6W8y5kwD8lzC8mW4bPH3R8PHmV_W4SNQQp2nscSRW3GG0YY7fjblNW1nDXXc6JQf7wW39dm036bXzn3W12-B5g1523xHVzfT-67C_3BgW40JyM03gZWRZW7hB6z64dPb0GW98w7yy19sbRVW8xKQSQ4bjdhyVZ1p9G1g29BSf82GY5204" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Q4/Yor2D">
<img src="https://cdn.thenewstack.io/media/2026/06/3227a5af-tharun-thejus-yhyo-tis0jq-unsplash-1024x768.jpg" alt="Featued image for: Microsoft really, really, really wants developers to love Windows again" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3mCW5WM2F673MGJwN4PJZ2H_NL59VYSfsJ2RkTNBW42N_S068nhcXW2Mb9zN5vPJrRW3z9rDn4pwY7XW6zLRs146Tfp1W4Xs0GY5HqpkwW1qw4pb5RxHxqW3CD0sv3fY0q9VHFZXX824XQhW3BjF0r6lQvfsW1P6Ztq3_ppGFW7StC823jWBhsW1Vclzp5Q94SrW860S0S1Md0FJW5T-qlP4P8KMWW56ZTJ51Cmy1mMfQFPhnjgvZTn36h4gmRGGW7_31_v4JSSlDW8PWGYR5k2Z1_W92-MTx4v61pRW4l2bSk8zF_9PdG2lYd04" 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="4" data-hs-link-id-v2="IUB6PtVW">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3pVN5qytjtZqrvhVJfqg71ZY7GjW6qc6tQ2sjFptN25kbvtcWDn0W4KRMVK8xZlKVW8mq_6D5_MW01W8771tq7d5dfJW2MDRxy5shTs7W5708vH1HNpNhW7lWfMz8PJ6X0W33TcnB2SzvGDW3j8DRw7W0BM6W3R2LRw6pNB1qVHk_7L5DJglsW8-SSNT5xSWRSVY_xYs8q4bKzW6PgCfR5VyGD7W4D7kz978cGFlW7LjXZ19bVjpyW7_9vWH3D1yd4W3c2-LX3drnpLW1Yp7cb6kNsvGW509Y_07cFlgGW1_dsv84zVZD4W1c4hC256_mYfN5f6Pq0CqkRnf7ptJs-04" 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="Z29qP6N7">
Microsoft really, really, really wants developers to love Windows again </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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3kxW7Qfg8h4bm7LjW1MsW_k7s6NQpW4l5Byq3cV50jW1Gm1mc5TP08mW2nYldw2bGqbhW7yxQLK313JvmVLk_jq3qZ4H3W6t8Xl-6XPTppW7pR55j6VHC44W4QJMTZ3j7vRkW7XvMC27vycDMN8syfV2sydB5W7WFZg25thJGhW4C1VxQ6td7FBW4DHSV_9ldQzXW2S7gSV3hn5hLW3PzC464gmVNCVX3zK-98XycdW5rTTVm34kNM5W8hl_Js7ThK3xW1TBY152X_WbJVj7Lqb2xZyHQW3l74M83LWqbXW5szvnN6FhL3wW8Mxyk48SmkBqN5hKmvS-S259f4JdBVb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="MLoEWkA0">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3qgz0W8wLKSR6lZ3pSW8v8vDP2qQS-dW26SG-12xyrFgW4tk5LM6Pxd3yW2g-MN21mDHXBW8JQC4j8WtlnRW5r9T1M2nvNN4W1LXNvf18BjdHW3_C73Q7VqnfJW2Yygt-3tnGHqW4gpqJX7B113CW15z5HV5p1qk2N8CHqPrM642yN89xrrryfy71W60qL-C2PD96SVLnR6s52g4C8W54zcqg4G27BJW1jWKwB1V2f00V_smvS91kCsVW4VWvXG8lBm68W8p81HB5Vct7fW7yK55Z3NlfCZW4K550S22DyfcW19FWCG1Vc_fcW2gh-Zb1Sx6n1W5Jn1vf3gJV9RW6Z0rQ62t_kFsW19p2gB3H-S35W8n0kCY9b6277f1bmmNK04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="oizAu+2r">
<img src="https://cdn.thenewstack.io/media/2025/09/f70b4964-00000img_00000_burst20191106094447621_cover-scaled-1024x768.jpg" alt="Featued image for: With Intelligent Terminal, Microsoft is reinventing the Windows terminal" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3lfW8HfBnn42YwfSW7tBDJN5W72xBW1HY6QD563DTzW7v1wbb978Z7lW3ZfHwY7mdKpBW6lM4021NG8cXW3BLf7l5nRH4-W89Xgld8Fh_gtW2pn1yT549BfGW3qlPD93yNcc-N6m1BXkFbdj2W1dnP4T6_zc3wW3kVRZ66KsSxzN2BDSYsjQTyyW2Ph12Q4jrnVBW1QJwVk3QD4FBW1N0Fry547hKpW4bs1Jl7938plW58QsHT1zs5Q-W4gKyz553XHkBW83R3bY1wqQtJW4nW1KM3f8Zh6W7LGGwm7-hSq6W18HHq14fSjcfdmJMdW04" 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="5" data-hs-link-id-v2="sb1nJB87">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3qgz0W8wLKSR6lZ3lNVF5kCW36C8BgW3H6R4J6vbcmrW3ScM2v6zgQYHW7cSC6K4J_3B1W1LP8Sv2GTrhQW93kDfL8JkYxzW2MQnSv3SMNbbVHvBvl8kyFrlW6pj8RL4vwfjPW6xSKBs60pBNhN34Cdbn3XM-XW7_sLxD7-tVt1N5YznY-GHXRTVvz7Zz5SSj09W4QX383473PC5W7nCXFb8B14TFW51zVrw2LB56tW4WBGkf1j39zgW6YYRHn1vdsvVVhchwC1cKc5TW3zFl5d2F_lgHW2c2x8g4Rh3W7W1wCjdw44ykQfW92cZRY6Lt4nFN6Z9Tfj4PYXBW8j97vc7PQsJ2W6KKFjM89VB4dVdP-H_7spG3Ff5wssNP04" 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="P7/aZZbq">
With Intelligent Terminal, Microsoft is reinventing the Windows terminal </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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3nDW1qs7gB3JXSN4V28Nh97LZNvtW7f-sX78mKR5kW6-46-m8PkBvpW4FpZGb5CYHPzW6tYp334FXGZrW68ck6s1HtPQYW488wl47n7Y-5W5hpZxm5nWyfyW1VtKfb3KMSjvN8N5T5-NwQPRW8WMVD28_LR8PW2lrqP05BHPjjW3cZnPh669FcFV8cQ_q97RwxMW428CRq93Y4RVW3TStPG1Rf2jxVqjK6z3fmW03W84Kmtk2lXR6XW2bR7Sv81Ch9CW2z934r3nM1qBW8bb04B4J-mx-W3Z1jyV1hNL3sVZZbRF879V6fW81h-Fv5wY_lSVXjlRs2hwrsYdWH4P-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="gtOzOm9J">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3m4W5zBvDH6sXlZvVc-Whd1d1t4gW6FxcFl6PDvpFVLKYYv4Xz_mJW6sCJfj7lh_r3W3KX36N4ZkYJjW5l26NN8bn7-fW2rm4393Qq01lW1_0gfG8Yn5SbW7l2PPx49wtVBW81m1g71fWF8RVSv6YJ1ypwQZW62stT59fFLS0W8W-S1j8KqH5xW21TG8W68vJZHW44qLJF2wJYhGMkX27kgNdWbW6KZ6rJ2hhNKvW5F4kSq1zGqGcW5Y_YLz6BGjHFW1qd1y56sBrnCVV0FcB30btj8W4zzjB296f2lWW3hDMpl76rZPmW9kz3NL5JfxyJW8yPPWP3fnwNzf1VKM7604" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="+OUKlv3f">
<img src="https://cdn.thenewstack.io/media/2026/06/9695d566-valent-lau-8nb47kxddjc-unsplash-1024x731.jpg" alt="Featued image for: Microsoft debuts “Scout” at Build, a new personal agent for work" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3l8W9hP4fT7NRd_QW5d00MQ41m9X8W3fcfFy6LBGrHW8LtKf82fbmYLMNw-y77rJJ2W8w_tG25PcpSWN1wKPpvK3NKZVmllwQ6k6v3mW4RL0rB2bw1JsW55wHgp3bDXNWW84q4pz2yNN-qW8B7cpk5w6tkQN4THPsVyvgYlW3Jp0tf7H-VD7W37qk1G8nWqQ3W6Vv4-Z2FJ7LZW1rKQvz7GK5yLW5WjL134Y0jB8W8v_zj121n9FxVx1lx86XtxBtN3DMv6N4djm_W8p0NWd1k4qXyW5W-HD03BQRg0W2HDKfY57WsBtf8g8JCR04" 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="EqwIYxaP">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3lLW8WrcRZ6zrM0fW1NXJBp5sPfnbW7B1Wtv2flqyJW2yKvQp6rk8QBN4rk7nbR7lb4N4xWtTSxS1k1W4kZ5T36G2xW-W2vbW398L5M76N2YVR58xbm2fW2Pxx0S8h1grhW3WwC4W1C1lCRN50x9FChZL9BW1JY6H71Q9qXnW2N81w32nKHWtW51psHl8C-4-dW40J3bV7P6MBkN8nRpQwCtBnsW44V89C2wXbgCVtHqzd2s3vVZW3Y105X1J1sjHW35RC3b8bR6g0N4Z8QdL1W_2wW1Hl2mM8hNDPtW3CZtr42n1w3RW9hLgzC41pcy-W3fqqj51H-lqCcC0gd04" 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="eZiG4XSP">
Microsoft debuts "Scout" at Build, a new personal agent for work </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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3lVVH22SX4Tj8ZVW6RdM414t48wqMBgyJShcYfbN27pxLxPL073W7v74Pf3Gc11sW6vqVhv95___hW76mtc01X1zNvW57vYZC4ysMT0W57rL2R81Jk0bW1B8VmW6gSC8MW6gkwbt8KKsWzV9Vt3Y7YqTdSN1lG_FlrFpJ9N5TpdNRcqrrcW1yNQpW8bCDKpN1gmlLR3MMyzN7YPYdrXQDtbW68zWQy2HrnSpW35Bffw8MM3mxW68PmFW2k2glkW2wYt301bK6xFN8CDbxd3jf2RW80KYw86fc1HZW4pcF8d8k11Lqf1MMc5604" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3ndW3wKj8s3m0Nh2W6-TthB7499QjVDw4z07qCCg9W4gN-9F6bHZ6zW7X2Lbx35DJFYW5tgCMM99nRfYW7n5Q_s3KrH2wW7H8Mgx7TbVhhW18HdMP7Z7NNkW8CklX_4jfYKzW6ssnDw3wgzN6W6BwmFQ8cdj9mW1jmCFF3ZG1CDW45cl4b3GJHfrN5nKC50_TbkvW4bqfH55ysCpTN1-Zkx5_sj-LW6dRCr45JQhrXW7XqMnK4T9ydtW7JfQ_-6LqZbzMn11L_3k2kKW6mfLqw8Sh0tlW6f5mCG8gDX7sW77dVdh2wXBsPW7Q57yx2MbsFKW6pHWFz4_Qv31f6nnSrY04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="l3MPymKY">
<img src="https://cdn.thenewstack.io/media/2025/11/2ade5193-img_2600-scaled-1024x768.jpg" alt="Featued image for: OpenAI’s Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers" 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/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3qgz0W7lCdLW6lZ3pdW1xDbqZ8BrCDKN4Rrz56PHJKrW6L_rlR1ZZN05W2X6cNp6sx9tMW6Q7rqs2_wPvKW2Sj0Jy1xRfgGW4J9fh73gLMsPW2Y7dzc7Y980pN7yjjTtD9hdZW7ttm3v6Pw8GbW1ygNYJ3jzVP7M3V1FlSNxdyW6pF-ml8sL9nxW912YTg29PdsgW8B7jzX2PK5J7W21tcHV8nd2G8W6kN2yD4x7mwgW8GBRdz1CHGbWW2WkcXP6N7LlrVFp3WC1kDd96VX5dY_5yZg1wN5qvPnH_sfjDW6h_vh52mRhfPW840dLF3LQfz2dSK3Gl04" 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="6m6DUnMh">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3qgz0W7Y8-PT6lZ3mcW8H8psk4-YcrtW6T31j94QZyCsW528B6l8HlG_KW5vj1-Y8kqpNTW2MJj0S7y6dysVlknnK4YQYdYW7cwPJF8mJ024VLfkpM12hS52W3z2bBm9dDchQW8xlDqG1F8dK9VmZybr62ZqLcW8w6VL45FF3mSW5p-DBM725rcxW4qhvD915KQGnW7g0_ll8Mfg2jW7mwGLt6rwGtVVlPq6W7J7Mz_W1wKDYl5Dr8qHW1Kt4-v3rKp7wN9fFpw8BhT3DW3zBbW973C9cXVPTFPW4bxQ48W1xwr7M7gq7VyW23mw9n35NDk3W6svfBH1plLl0VvpcQp2tSWsxf3qDhpz04" 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="/v00Mt/3">
OpenAI's Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers </a>
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<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
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<h1 style="font-size:24px; line-height:1.1">Better Claude. Half the bill.</h1>
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<p data-pm-slice="1 1 []" style="margin-bottom: 1em; ">Claude Code on Bit Cloud creates and reuses your components instead of regenerating them — better software, 30–50% fewer tokens per session. You save $2,667/mo per team — $32K/year.</p>
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Cut My AI Bill </div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
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Share your insights with a global audience and get paid </div>
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If you’re working on unique AI projects, deep-dive tutorials, or industry analysis, TDS offers a platform to reach a massive audience and get paid for your work. Take advantage of updated earning tiers and a higher monthly article cap today! </div>
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How Microsoft Azure Kubernetes Fleet Manager and Cilium Cluster Mesh tackle the complexity of managing thousands of Kubernetes clusters across distributed environments at scale. </div>
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Why AI is failing in the security operations center </div>
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Many enterprises are finding that AI tools for the SOC look impressive under controlled conditions, but real-world applications tell a different story. Here’s how they can fix this challenge. </div>
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Read on TNS
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Plus: Microsoft bets the enterprise AI race will be won on data context
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Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3mKW3VVNNj6-m6GdW2_RBzC5wT0SRW7Y27pW74C-4SW5T8_t21MZP_pW7lmq-w58r5K5VQwTyn8lrK2QW94zZZ12NRV4TW1-nBk33XH8C6W8PLl-m3xrnTQW37JMQM4DphTnW83FCGg4snXfvW8WrSR_4GCVd-W4hzDKk9kzJDKW1t-RRn8X8RLgN3b21vM7-wNWVBhbJ25bKFsFW2yCt129g8rYSW4kQMY73GXWSPVF3qgp5L_cjsW8ZG1nh8VGSkdMLyr7GM5452V-rtX476NQGLf9hv39T04 )
June 4, 2026
The AI cost crisis finally has a watchdog
It’s no secret that AI is becoming the enterprises’ biggest and least understood technology expense, and for many companies, the spending is well ahead of the accountability.
With that in mind, the Linux Foundation announced on Wednesday its intent to launch the Tokenomics Foundation, a new body tasked with creating open standards, benchmarks, and best practices for the economics of AI token consumption.
As TNS contributor Paul Sawers writes, the foundation is due to formally launch at FinOps X in San Diego later in June, where its leaders will share further detail on the technical roadmap and associated working groups. It has drawn initial support from a broad cross-section of the industry, including Google, Microsoft, IBM, JPMorgan Chase, KPMG, Oracle, and Salesforce.
Guess who’s not involved? Go deeper with the full story (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3gP0xW6N1vHY6lZ3kDW8c8ZpG3k84z0N1lt5cTvQB2jW3_x3dV4XmJcCW4TvnmN5PszgcW8000yj95LPT5W4gTzcp681_m7W5_71NM7p_v-SW12B82k7lqsLGW6Bz_Zv1LxtT5W5VrkhC5WRRhQW15Lz3x7wD5-nW6qP0_92yGdPFW3BPKb45S4dMLW21N3HP5Kfb_YW8TsDrs46WszpW7bjwQ36t4B94W48KpSs71VG0yW6_X5JX9lQl8PW8lPCNn1KwqvVW7JvyWd8rQXtJW4--VxY8sp_wcN91X4r3CxQX-f7hj-MW04 ) .
More fresh reads from TNS:
▹ Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3gP0xW7Y8-PT6lZ3lDW8hfbDz5fVg_kN69HXmnNNKVBW2vljy97Gqg5GW5tbDlM4LWdnlW5Q-X4X7RttN6W39X0_c86mtMdV2mpXV7mC_YnW9knz3S1PZpPnW2fXDV618qnytW7s5PBw6-srxDW177J9_8dq6d4W8lmL1w3687t_W8YWqg26_SVBZMbF2WsN-ffSVqG2ZF8KrFWmW8frNQC8g-PygVxvMxs11hYtvW8hq0B45TQmm2W3R26846FT_FYW5Z3xYv45WrmMV-qPZS1pfDGbVmp-FW8RZWLcW6m4fPz7JM62ZV2BN9g8WLSb2VxvpgT44RhzmW71-Tx43YLtZpf7k4jkv04 )
▹ Microsoft bets the enterprise AI race will be won on data context, not model power (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3gP0xW7Y8-PT6lZ3nmW8zztbQ8VqdS3N3qDkPtM7j2mW49BQVK2YHFtQW77RPYt3V10qBW5PzZC86QttmDW7jbKmS8DssP_W2bZ_C48JVYdSW6MS8Q01N_WvDW29fbS345NKD5N5N8M9dZyY_vW3jpYjm1FK2bTVdLFr83gCHw2N6xdZqjtDGbkW7mW5Ll25--7bN32RHhHN_k3bW72xBJB4dg-4QW4KWCkB73q-1LW4CfZFG6_5CtNW1yPwHk1JvDLZVRX4k39d4HL-W74zPd193PBynW3Y4PWT4YD15SW2vsdQ25J1nWVW8HLBbC1Df5nTVz5MBw8-sM71VgrRTQ5x2VFDf7K0D5g04 )
▹ Why CPUs still matter in the age of AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3gP0xW7Y8-PT6lZ3nGW56H88h3JdwkHW4L_KVF6rBFMPW2GWYyQ2c_Gp4W1c_7DB5dNPxCW6DL3zF4JznNqV8DrTV7-1l4DW2r_gWT2TBhqwW8ZZl5m35gvSNN56dnnCzQ7x9W7tq2Pv5KGmTPW89tgc83TrMWVW35jlV84v5xKQW455w6V1PGk1FN5DKd06JljX4W8H5nPH3gGm62N8SJ02q_RYsDW9g7lQV7C_xrWW8P2KCP82WbLRW4N0SKv6gNw9hW5rZSmW29h4ZTVx4Wnw1m0p13W1KNX2N8xKCh9N5Nx4LbsTBghW1MtPf17Z5_ztW1X0-KC3GYmJ8W4DYfh_60vbksdhfxlx04 )
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mwW41JLY47NrR0YW7dfFKb3mXZjTW2Ghs7k8pvXj2W3llt_G8c3y85W7tmLnQ464xvSW14n1J01P7958W4gWsnb5hkprJN5mN85fvNZ4sW3j1Z4T2N4NdNN22mw5XFrfH_W8V97XV7MnCnhW6sPNvh1czPvBW54Z72j2Nt35fVPC-p24StvcgW1rf5HW7_SRVpVcDyF46z2zjqW1CClGy6Rqp02W5Vhpml1tkxz-W4XmD2v33zTbpW633fTN3VGPqYVS0vTX20pM2pW3PnNpy71xxKdW13MJzN18DyK7W1GSFgY3SrC5wdxrsw604 )
TOP OF THE STACK
Rayfin: Microsoft's answer to the gap between vibe coding and enterprise production
by Darryl K. Taft (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3q3W6BFdT62_TdGfW6FQB-D1BWxdlV1BvBx52V7ZSW6bXMkS1CfGN6V_2Tr76jGqMxW6hjnsw3nKV7tN3nT9C7CkmLmN9d4fN_GMrWrW5qzzL67hXjCmVCpn5m8lDWfNW2H0pVf2jg1QhW4T5g_87Kmy-fW1Pj4vm1gnYy_W72p7RZ7CwGPvW1RLCJX6R1sLlW4GB_cF7TRJwFW54TYd_9lhthDW1tPPWW4ln2Z-W8Hh42D7vdPK8N1h-nzxsFbJXW96HkxH2bDcDyW6dp8sn73t6KKN6RRCXyKdZtXW82fxbs64mbv-f6XZDVv04 )
Featued image for: Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3prCCW8wLKSR6lZ3lDW7S1ssv4JzmWmVhwgss5pbs1YW5K3nSm3jjk0vW90z5Bl9hQ8flVfJZxC7hMdJSN8Z_dQS9MpF6W3SjHqX2QSGlVVShCwL39SYKbW6-XR3z73tf61N4zfVdKRk0sNW1L280B2fC3q1W86Wrkq2blDpJN3Lqk9JzRKzmV23Gvl5w6RTlW536KV11sdrP2MNc2W6T67XNW7GyRVL4L4sjXN3wYvq_K6DRZW5KzXdn13fNSQW8xDXhN1CMS3qW1PD7812Jt1jfW6f0gTl1yLY86W25Fqd95WzlSVW7Hvq6C7Z00CzW7JC4p7582dq3W32_kBM88ygb7N56S3VtZgKsnW68bJ0s1_lTFXf1mGx_b04 )
Microsoft's new open source SDK pairs with Replit to push vibe-coded apps past the prototype stage and into enterprise production — with security and governance baked in by design.
Vibe coding has made it easier than ever to build applications. Getting those applications into enterprise production is still the hard part. That’s the gap Microsoft is targeting with Rayfin, its new open-source SDK and...
READ MORE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3prCCW8wLKSR6lZ3lDW7S1ssv4JzmWmVhwgss5pbs1YW5K3nSm3jjk0vW90z5Bl9hQ8flVfJZxC7hMdJSN8Z_dQS9MpF6W3SjHqX2QSGlVVShCwL39SYKbW6-XR3z73tf61N4zfVdKRk0sNW1L280B2fC3q1W86Wrkq2blDpJN3Lqk9JzRKzmV23Gvl5w6RTlW536KV11sdrP2MNc2W6T67XNW7GyRVL4L4sjXN3wYvq_K6DRZW5KzXdn13fNSQW8xDXhN1CMS3qW1PD7812Jt1jfW6f0gTl1yLY86W25Fqd95WzlSVW7Hvq6C7Z00CzW7JC4p7582dq3W32_kBM88ygb7N56S3VtZgKsnW68bJ0s1_lTFXf1mGx_b04 )
The Kubernetes rightsizing trust gap: Why the stakes just got higher
AI workloads have made the Kubernetes rightsizing trust gap expensive. Join us on June 24 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3x3gP0xW95jsWP6lZ3pWW5-0WQ32swWNGN1dH4PjVs31fW8mkK1X5RpVbRVfq2qk4mDp8nW6_D4Mm94xV1TMC0s3hHqvQVW4vW9nb6Tdq5rN8S2H6H1y9s_W29Vy2x5rvH-HW1FPFrG7KpBnNW80TtXd12l10PN5ccB_wvJ9DvW55xZCG7kt8f6N95V-KC5XjPxW2tdBn96j3GqcW3dn9-j4jt8QGN1-2RRJfLtPYW9kxDf05c2GrrW4SrhS_7HZDThW6DTCmk3pfJ3qVtDNfV3sQ2BNW5SnnzD4p4ckJW4M4PBj54nPYVVB107R2M9kF0W1rMv126fRmXXVYC9RT3RMKlKN1GZYGW5_K2NW7VCjJC3dbrLZN2pbHv3DrgCkW1TxxdP4fr0h1f65wSnx04 ) to see how teams move from human-approved every change to continuous closed-loop optimization — in practice.
REGISTER TODAY
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3x3gP0xW95jsWP6lZ3pWW5-0WQ32swWNGN1dH4PjVs31fW8mkK1X5RpVbRVfq2qk4mDp8nW6_D4Mm94xV1TMC0s3hHqvQVW4vW9nb6Tdq5rN8S2H6H1y9s_W29Vy2x5rvH-HW1FPFrG7KpBnNW80TtXd12l10PN5ccB_wvJ9DvW55xZCG7kt8f6N95V-KC5XjPxW2tdBn96j3GqcW3dn9-j4jt8QGN1-2RRJfLtPYW9kxDf05c2GrrW4SrhS_7HZDThW6DTCmk3pfJ3qVtDNfV3sQ2BNW5SnnzD4p4ckJW4M4PBj54nPYVVB107R2M9kF0W1rMv126fRmXXVYC9RT3RMKlKN1GZYGW5_K2NW7VCjJC3dbrLZN2pbHv3DrgCkW1TxxdP4fr0h1f65wSnx04 )
WHAT ELSE IS NEW?
Featued image for: The AI cost crisis finally has a watchdog — just not the companies causing it (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mPVGdHfH60tYfTW11lqSZ1qK9v9W7Bz1l62fxFJpW2xSVdJ7sKfBjN56qZfRRc3dSW1Ft5KP8QKZJ4W7nMstk1ZHKzDN2QqDyjv22pLW4HbZ2Z13TtbGW3D7Vkp8dnYH0W2D3b7453fVxJW7cZvhH6scDsjVp5yFz4dg4CMW71y-F54tjmQrW3L60Dm5Y81b-W55RWWS6hLNvyW8xRzbk4mbQTyW97rf217VntnnW3NN6Cm91c9ZyW7PF3Mj1C3PfxMp5cLc-F0VVW6rVp1x362yq6W72Pknn6NKL3jW8GZJlK6MBYY5f98Zz7K04 )
AI Models (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3nSN41mnqBf5zKDW645ZQV4gxVCgW5Z_kKx4jHnYtW4CyM-Z94gSYYW3NWLzB1QF6vkW5zS7rM81bVmzW6c2KvD49Vp1PW8QW2BY1KbdbKW8CClPD4XF5prW242-JP1cblG1W8wXg7M5Yxsj8W4rT2_023xJsxW5wCjrP8Q3-stW8zfc488__2-fW9btq8D8C_12BW7rR8_715NSTnW8FPDLx5Y81t8W7m5p6P5FVgFnW8pgjQB3S4PXlW2Jm9XG3gHZ-lW723TYF6DJtTtW7bYfYp2vqJLLf6mvFfv04 )
The AI cost crisis finally has a watchdog — just not the companies causing it (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mPVGdHfH60tYfTW11lqSZ1qK9v9W7Bz1l62fxFJpW2xSVdJ7sKfBjN56qZfRRc3dSW1Ft5KP8QKZJ4W7nMstk1ZHKzDN2QqDyjv22pLW4HbZ2Z13TtbGW3D7Vkp8dnYH0W2D3b7453fVxJW7cZvhH6scDsjVp5yFz4dg4CMW71y-F54tjmQrW3L60Dm5Y81b-W55RWWS6hLNvyW8xRzbk4mbQTyW97rf217VntnnW3NN6Cm91c9ZyW7PF3Mj1C3PfxMp5cLc-F0VVW6rVp1x362yq6W72Pknn6NKL3jW8GZJlK6MBYY5f98Zz7K04 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3npVwTxBt7YBZ1sV9K7yl1f1N5TVkDP156g2GCQVQKLJN6lCqb4W1CWWhQ3MlccnW6XCcD130rMS5W1vzLND5CQZmmW1DhYB22r6ZvrW2Q-Zbs6y610XW7Q15wV3LmKM9W4WMvgN865dkfW2xSR2D16LrzgW4tWRTF4W40VCW3SLSRL5jn1STW3kt4C-2vpjlHN78z-kVcsMF3N1twhs4dq5KDW4DZ0ND9fQgVkW8zFNsV3x--kWVSrNDP550r9XV-ZhzM8kbHlfW46-S3g38yq3CN2CxL6ky50f9W6cZw5M8vN12xf6wTZNT04 )
Featued image for: How to get operational data off the factory floor without creating an IT breach (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3plW7J3F5W5NDPsYW6kSvby722TkJVlLfzj8XYKCtVLx4tf2Yz6_0W4f28d86-nWfCN8gV16q49_6pW8nXKy336_4nFW7L60R797nn1yW7HZk838W6yX2W6PJPBY8hmfksW63BDM53HBj_9V1NTK74Gc6NbN1p0XdKXMYJmN88StcnFVHx8N1-CyPMvCq7hW6ct9pW19XHjVN4Yh26SJ8kMbW3-xSV31XH6N4N4QwZglwLzypW1-X1zB2643P3Vrsyb527MR4SVNH52c29KvrbW5J-X748g9D1fW6zF_MS51bLV3f8H9M_v04 )
Security (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3kvW7fRc5x6SKYrdW6fbr198Wm9tmW2-ZSrh8rY5jNN1fzZrWWy5VxMQRMhdcfqgYW8jzmNl1J97NDW5CNQwY3m3qHHW1Ls9HP7PX2fFW33b6G33kMBktVmncf54F-rtgW4RbZXG4GJ7rfW1Zwwxx899rQDW65cj7X1RV06hW1bKw2b89Bh1MW2x47k72dJR-dVbhQXr33Khv_W4CPjRr8b34L_W8sLLtZ5JLLBtVXyR-Y48kSh-W9h7sq277JV3vW1R7Sll16cgSNVswbD47rzp6Tf2fXTr604 )
How to get operational data off the factory floor without creating an IT breach (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3plW7J3F5W5NDPsYW6kSvby722TkJVlLfzj8XYKCtVLx4tf2Yz6_0W4f28d86-nWfCN8gV16q49_6pW8nXKy336_4nFW7L60R797nn1yW7HZk838W6yX2W6PJPBY8hmfksW63BDM53HBj_9V1NTK74Gc6NbN1p0XdKXMYJmN88StcnFVHx8N1-CyPMvCq7hW6ct9pW19XHjVN4Yh26SJ8kMbW3-xSV31XH6N4N4QwZglwLzypW1-X1zB2643P3Vrsyb527MR4SVNH52c29KvrbW5J-X748g9D1fW6zF_MS51bLV3f8H9M_v04 )
by Alex Wilhelm (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3n9W70P76C5N16LLW6bBKh2653XF2W94ctqv5jySwwW87C5--3Qb_QRMj8gV0Fr7FJW7lNLPQ8YFxY0W8WTT845Jg4WnVybVWz74b86vW7W0jmC8Yg90yVsbC8R7Xy95pW3G3lvd43y1SRW3WyQ1Y65YRkXW6VNn3m8x5N4VW37-6Jr1-5CG8W5Rjv194wx6WlN3Z-wSpjqrZSW1NbM3D3rGry3W68-7p17zl2dXN2qWhFqqRSz4W4bxDHt6CQG3LW6vVkpS1p6t50W6m0g7X8gysYdW5t_M6m3MHbWSW1jrCFd2ww2frf1WBczs04 )
Featued image for: Why CPUs still matter in the age of AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3prCCW8wLKSR6lZ3nYW906ZrZ5FCsYXW7WFbmy2hXvS_N76Ml6d_cBsSW82clp18q535cV8hf_B8-hjGnW4csKj67rJBCTVBtnFF27_5yYW2Y0gp664lcY5W35Xbts5bX44rW6scCpj6T0M1WW8_F6wF2lbKq-W6tXGYN5cS_RJW8pGLz-3Vj9HKW1BX32x5M1HxyW5-vZR16WFJZcW1VzFSW7sVwLZW3r6Ft46gYJN_N935Ht4Mv2C0W6-RLm44jJPFjW4BYp668v96yyN1fXhNl8wNKnV1qKxW8YSP_GW7KJdy37zrqfpW7Wt7FB64hpLCW67yBgZ7lBs7_W3v8JXh6lkPPRW4VC43k6nJh4BW3P8vZ312MLwYf4gN3k604 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3pVW3s7T1R98PNPtV-2cvq7GK2r6W5Q7BPg2CRZ3yW3k5NmT9c4BY1W2MqL-l7HNtcfW2_XKkW2W5kMnW1DWkV32s-K_wW8GlkvR7Yck5DW4LM3WG72TCq1W3X_-Js6z-QDZW3qddpW5z4Z26W53cKJ18Gw2ZpW30glDR9lNj9GW2zs-xG8CNcX6W6jDGT335K-1lW4Vb_SK4rMBvDV6r8GV7PXcXhW44ThM27X4T1MW8s6RN14Pl0jXW56MXT67GTDDNW3-PnGR7d24TtN6nX9-jvmmYpf5J8kXq04 )
Why CPUs still matter in the age of AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3prCCW8wLKSR6lZ3nYW906ZrZ5FCsYXW7WFbmy2hXvS_N76Ml6d_cBsSW82clp18q535cV8hf_B8-hjGnW4csKj67rJBCTVBtnFF27_5yYW2Y0gp664lcY5W35Xbts5bX44rW6scCpj6T0M1WW8_F6wF2lbKq-W6tXGYN5cS_RJW8pGLz-3Vj9HKW1BX32x5M1HxyW5-vZR16WFJZcW1VzFSW7sVwLZW3r6Ft46gYJN_N935Ht4Mv2C0W6-RLm44jJPFjW4BYp668v96yyN1fXhNl8wNKnV1qKxW8YSP_GW7KJdy37zrqfpW7Wt7FB64hpLCW67yBgZ7lBs7_W3v8JXh6lkPPRW4VC43k6nJh4BW3P8vZ312MLwYf4gN3k604 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mZW6SYrjp570Jn7W6vRmyR4-P0JkN12vpGKr4ZqpW2jw0Dm6XZ189VqnZfy3plSKVW41qV5h95p7FzVcY6gb4pcfLQW5CnFWV4kQ_GCW3j4H853GP2jPW5R2LV84JB2kTW435PHv3rsfLWVwRDTS1k7R2bW53dC5Y9ktGSqW80B6JQ5_sCr2W7jpBMb4KGMm0W6s-fXc79XJNLN2dh3yclb12gW7bQKYR97BdlFW8wkXhB8WLTk4W2LYRck4v0T6ZW6hkqtq3p14-xW5LsvsQ90LgRpW1v6mW-6j1v_8W523wdG8kTR7Rf6N2vTH04 )
Featued image for: Microsoft bets the enterprise AI race will be won on data context, not model power (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3prCCW8wLKSR6lZ3m8VVb19Y6rk9l6W5MrzLD7_2XjBW4CrP9-5X8gfXW5MNflC8M8BlzW1d1trD4KhDxjW57Ghvz50VHJ6W53nddS8H9J5KW572x6b23_ck1W5ldMqt8jpXZzW5lk0l86JkR1sW6HwPbk6VqKlNW2GjQBB8xxyPbW2Bv9X222j9VhW8dds2T2fz45bW1GlL8J6b7_MVW2fWqXd1FLmPLW84wl_K62tYxsW4WDmvp1jlSm-W576Q7J5LDtYLW1FBJrL5lgCq1W4mt8T48f9YlRW7l6rXC5-25ZTW2jNWTM54ygZMW6k7qh12Bdl21W7b6fzn4BgGbpW64xcFC8gTRd7V5x2Xc73KqwlN48Wg15wlQRjf5f0pmv04 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3pVW3s7T1R98PNPtV-2cvq7GK2r6W5Q7BPg2CRZ3yW3k5NmT9c4BY1W2MqL-l7HNtcfW2_XKkW2W5kMnW1DWkV32s-K_wW8GlkvR7Yck5DW4LM3WG72TCq1W3X_-Js6z-QDZW3qddpW5z4Z26W53cKJ18Gw2ZpW30glDR9lNj9GW2zs-xG8CNcX6W6jDGT335K-1lW4Vb_SK4rMBvDV6r8GV7PXcXhW44ThM27X4T1MW8s6RN14Pl0jXW56MXT67GTDDNW3-PnGR7d24TtN6nX9-jvmmYpf5J8kXq04 )
Microsoft bets the enterprise AI race will be won on data context, not model power (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3prCCW8wLKSR6lZ3m8VVb19Y6rk9l6W5MrzLD7_2XjBW4CrP9-5X8gfXW5MNflC8M8BlzW1d1trD4KhDxjW57Ghvz50VHJ6W53nddS8H9J5KW572x6b23_ck1W5ldMqt8jpXZzW5lk0l86JkR1sW6HwPbk6VqKlNW2GjQBB8xxyPbW2Bv9X222j9VhW8dds2T2fz45bW1GlL8J6b7_MVW2fWqXd1FLmPLW84wl_K62tYxsW4WDmvp1jlSm-W576Q7J5LDtYLW1FBJrL5lgCq1W4mt8T48f9YlRW7l6rXC5-25ZTW2jNWTM54ygZMW6k7qh12Bdl21W7b6fzn4BgGbpW64xcFC8gTRd7V5x2Xc73KqwlN48Wg15wlQRjf5f0pmv04 )
by Darryl K. Taft (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3q3W6BFdT62_TdGfW6FQB-D1BWxdlV1BvBx52V7ZSW6bXMkS1CfGN6V_2Tr76jGqMxW6hjnsw3nKV7tN3nT9C7CkmLmN9d4fN_GMrWrW5qzzL67hXjCmVCpn5m8lDWfNW2H0pVf2jg1QhW4T5g_87Kmy-fW1Pj4vm1gnYy_W72p7RZ7CwGPvW1RLCJX6R1sLlW4GB_cF7TRJwFW54TYd_9lhthDW1tPPWW4ln2Z-W8Hh42D7vdPK8N1h-nzxsFbJXW96HkxH2bDcDyW6dp8sn73t6KKN6RRCXyKdZtXW82fxbs64mbv-f6XZDVv04 )
Featued image for: “A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3m1W4ZZgyx1-rGftW74H8pP20YxSLW4pKjtJ8mQGNtW3cLs2p7fZxdNW5KV3Ff8fBnLwW58zvQs2GDYkNW4b6bTN22Xg0WW3l4bbk42ZNcrW97K4ZN344ktxW4ZNkPh2KdFYVW5gzW0J8g86ThMRc7Wt2S1t-W7khlkT3S4429W4-nC9p3DSrFPW5HZnxw6C0_k8VPRlNB1p6mpgVZT7Rf7wZT34W5dhYgd6Q8bd4W2X0ksH3ytN-gW1wgW7J2b8ykbN2SNRdn8DLrcW3t78j72CxYmHW2XNQ1l3kSK1CW5Msfc28GVpYNN3M1fs-Fw1DCW1BkNtp53CpK1f34_Rjs04 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3pVW3s7T1R98PNPtV-2cvq7GK2r6W5Q7BPg2CRZ3yW3k5NmT9c4BY1W2MqL-l7HNtcfW2_XKkW2W5kMnW1DWkV32s-K_wW8GlkvR7Yck5DW4LM3WG72TCq1W3X_-Js6z-QDZW3qddpW5z4Z26W53cKJ18Gw2ZpW30glDR9lNj9GW2zs-xG8CNcX6W6jDGT335K-1lW4Vb_SK4rMBvDV6r8GV7PXcXhW44ThM27X4T1MW8s6RN14Pl0jXW56MXT67GTDDNW3-PnGR7d24TtN6nX9-jvmmYpf5J8kXq04 )
"A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3m1W4ZZgyx1-rGftW74H8pP20YxSLW4pKjtJ8mQGNtW3cLs2p7fZxdNW5KV3Ff8fBnLwW58zvQs2GDYkNW4b6bTN22Xg0WW3l4bbk42ZNcrW97K4ZN344ktxW4ZNkPh2KdFYVW5gzW0J8g86ThMRc7Wt2S1t-W7khlkT3S4429W4-nC9p3DSrFPW5HZnxw6C0_k8VPRlNB1p6mpgVZT7Rf7wZT34W5dhYgd6Q8bd4W2X0ksH3ytN-gW1wgW7J2b8ykbN2SNRdn8DLrcW3t78j72CxYmHW2XNQ1l3kSK1CW5Msfc28GVpYNN3M1fs-Fw1DCW1BkNtp53CpK1f34_Rjs04 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3p2W2QkXfl105T-DN2KpQfmk3jddW3jW23x1-W7hlW1Gr9ww8P6dvfW1BTwrb2Qgms4N8NVhFjWfL3lN6cfXsMDWX_wW998cyT4_cmLKW8JKf4b2pTSFHW5Pwhd992pRCtW2H8cwQ80TjzFW7qvrVQ8mBpYLVlWPqg8kNFVQW5j1lsT6kLwjYN8RX4ykznKnkW4nx5S74nbgCPVXcMLd7g6BfSW3zZp_R8zj79KW4Y0LvM5h173JW2bcmVn3XmLdKW2BzKdP3m1gSwW4C8BCv7dSWsXW2jDpc-4_PTLhW7M_1s495ZCbTf6vMZzC04 )
Featued image for: How GitHub plans to win developers back (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3k_W7JZkkS8yzjqMW5dYF2j5Bsl3PW2VPVPC1tdkwYW6D_Dxt89TP65Vmcs5N29SjNzW5q1FpF4J2W05Vb43_N7l3Vd6W4PCK_293jY_KW7xQnx48yRqxtW5FNVpk3RnYSDW8LGfHm2fV4jZW1nRRTb2kBQ50W5_d9PW1nMGm3W20Xzd04YkCMzW20VrtZ2S1ZKzW8-Mpm34MS0jdW44tQwN26RddSW5Xg1_G5sQbb9W8hWxYV8gpfBPVKlY4Q4p1jlNW9bcMT53tyRQMW7CpJ2q5Yq8zCW1ckMZp30CKHWW2WRXfq3FbgzBW69V4xm1KLMkMW3QSy017x2w_3f3DgLnd04 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3pVW3s7T1R98PNPtV-2cvq7GK2r6W5Q7BPg2CRZ3yW3k5NmT9c4BY1W2MqL-l7HNtcfW2_XKkW2W5kMnW1DWkV32s-K_wW8GlkvR7Yck5DW4LM3WG72TCq1W3X_-Js6z-QDZW3qddpW5z4Z26W53cKJ18Gw2ZpW30glDR9lNj9GW2zs-xG8CNcX6W6jDGT335K-1lW4Vb_SK4rMBvDV6r8GV7PXcXhW44ThM27X4T1MW8s6RN14Pl0jXW56MXT67GTDDNW3-PnGR7d24TtN6nX9-jvmmYpf5J8kXq04 )
How GitHub plans to win developers back (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3k_W7JZkkS8yzjqMW5dYF2j5Bsl3PW2VPVPC1tdkwYW6D_Dxt89TP65Vmcs5N29SjNzW5q1FpF4J2W05Vb43_N7l3Vd6W4PCK_293jY_KW7xQnx48yRqxtW5FNVpk3RnYSDW8LGfHm2fV4jZW1nRRTb2kBQ50W5_d9PW1nMGm3W20Xzd04YkCMzW20VrtZ2S1ZKzW8-Mpm34MS0jdW44tQwN26RddSW5Xg1_G5sQbb9W8hWxYV8gpfBPVKlY4Q4p1jlNW9bcMT53tyRQMW7CpJ2q5Yq8zCW1ckMZp30CKHWW2WRXfq3FbgzBW69V4xm1KLMkMW3QSy017x2w_3f3DgLnd04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mZW6SYrjp570Jn7W6vRmyR4-P0JkN12vpGKr4ZqpW2jw0Dm6XZ189VqnZfy3plSKVW41qV5h95p7FzVcY6gb4pcfLQW5CnFWV4kQ_GCW3j4H853GP2jPW5R2LV84JB2kTW435PHv3rsfLWVwRDTS1k7R2bW53dC5Y9ktGSqW80B6JQ5_sCr2W7jpBMb4KGMm0W6s-fXc79XJNLN2dh3yclb12gW7bQKYR97BdlFW8wkXhB8WLTk4W2LYRck4v0T6ZW6hkqtq3p14-xW5LsvsQ90LgRpW1v6mW-6j1v_8W523wdG8kTR7Rf6N2vTH04 )
Featued image for: Microsoft really, really, really wants developers to love Windows again (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3l0W405ZP91FFC4xW4HR9df6jdqGDW1wZL3-6rKV5JW6X5mKG4RgLqlN6tqPhBvxsS_W3pn4Wn2rrQmFW9hNN4j4skSPNW1D74WC2RbL8sVvbL8425CctQW2B-tY-6JtS9JW8zhvG63wzJ_6W6d-flC8fM_2RW2Dnp-l6z9zPdW985l1C3FwtnHW1rcfnM7MHzsBVg55wD5q2_DwW2NYXy53S1YjzN7wk-J6XlCblW5HZm8w17nbLXW4jtZ5t767pfNW5K-dM54fLzt4W4881Kc1Wb7V9W5lHqs36TDL9KW42WbRx4Zmk3Lf4-WRjW04 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3pVW3s7T1R98PNPtV-2cvq7GK2r6W5Q7BPg2CRZ3yW3k5NmT9c4BY1W2MqL-l7HNtcfW2_XKkW2W5kMnW1DWkV32s-K_wW8GlkvR7Yck5DW4LM3WG72TCq1W3X_-Js6z-QDZW3qddpW5z4Z26W53cKJ18Gw2ZpW30glDR9lNj9GW2zs-xG8CNcX6W6jDGT335K-1lW4Vb_SK4rMBvDV6r8GV7PXcXhW44ThM27X4T1MW8s6RN14Pl0jXW56MXT67GTDDNW3-PnGR7d24TtN6nX9-jvmmYpf5J8kXq04 )
Microsoft really, really, really wants developers to love Windows again (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3l0W405ZP91FFC4xW4HR9df6jdqGDW1wZL3-6rKV5JW6X5mKG4RgLqlN6tqPhBvxsS_W3pn4Wn2rrQmFW9hNN4j4skSPNW1D74WC2RbL8sVvbL8425CctQW2B-tY-6JtS9JW8zhvG63wzJ_6W6d-flC8fM_2RW2Dnp-l6z9zPdW985l1C3FwtnHW1rcfnM7MHzsBVg55wD5q2_DwW2NYXy53S1YjzN7wk-J6XlCblW5HZm8w17nbLXW4jtZ5t767pfNW5K-dM54fLzt4W4881Kc1Wb7V9W5lHqs36TDL9KW42WbRx4Zmk3Lf4-WRjW04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mZW6SYrjp570Jn7W6vRmyR4-P0JkN12vpGKr4ZqpW2jw0Dm6XZ189VqnZfy3plSKVW41qV5h95p7FzVcY6gb4pcfLQW5CnFWV4kQ_GCW3j4H853GP2jPW5R2LV84JB2kTW435PHv3rsfLWVwRDTS1k7R2bW53dC5Y9ktGSqW80B6JQ5_sCr2W7jpBMb4KGMm0W6s-fXc79XJNLN2dh3yclb12gW7bQKYR97BdlFW8wkXhB8WLTk4W2LYRck4v0T6ZW6hkqtq3p14-xW5LsvsQ90LgRpW1v6mW-6j1v_8W523wdG8kTR7Rf6N2vTH04 )
Featued image for: With Intelligent Terminal, Microsoft is reinventing the Windows terminal (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3mXW7qfZJT5scttRN7mZV7jDL0NDW2Qp9LP3XZH7sW5cX4M13fwyvwW1LSg311pBMY-W8xLnSK6rV6W2W72T3vC4YphRMW5FG5xc24KYpQN32T0fS10Nb_W8vdj1r4KNF3XW7f5MSd3j65wbW6Smp809hjLKdW1cj7QY4srPhqN2HWYWcmpqLRN6WwB1HBPtmRW1__zbl2Bm-cmW5gpG6G5sNh5jN24cdCKn8HhvW2Kx_jX8gB473W23gsf-7N2rpdW7vlKQF2NpHHWW76RPjy2dP5x7VD73J431nkNyW5xclMg7p8btNVZGRDQ8CWrhwN3PW0PDFS8hYf9229l004 )
AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3pVW3s7T1R98PNPtV-2cvq7GK2r6W5Q7BPg2CRZ3yW3k5NmT9c4BY1W2MqL-l7HNtcfW2_XKkW2W5kMnW1DWkV32s-K_wW8GlkvR7Yck5DW4LM3WG72TCq1W3X_-Js6z-QDZW3qddpW5z4Z26W53cKJ18Gw2ZpW30glDR9lNj9GW2zs-xG8CNcX6W6jDGT335K-1lW4Vb_SK4rMBvDV6r8GV7PXcXhW44ThM27X4T1MW8s6RN14Pl0jXW56MXT67GTDDNW3-PnGR7d24TtN6nX9-jvmmYpf5J8kXq04 )
With Intelligent Terminal, Microsoft is reinventing the Windows terminal (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3mXW7qfZJT5scttRN7mZV7jDL0NDW2Qp9LP3XZH7sW5cX4M13fwyvwW1LSg311pBMY-W8xLnSK6rV6W2W72T3vC4YphRMW5FG5xc24KYpQN32T0fS10Nb_W8vdj1r4KNF3XW7f5MSd3j65wbW6Smp809hjLKdW1cj7QY4srPhqN2HWYWcmpqLRN6WwB1HBPtmRW1__zbl2Bm-cmW5gpG6G5sNh5jN24cdCKn8HhvW2Kx_jX8gB473W23gsf-7N2rpdW7vlKQF2NpHHWW76RPjy2dP5x7VD73J431nkNyW5xclMg7p8btNVZGRDQ8CWrhwN3PW0PDFS8hYf9229l004 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mZW6SYrjp570Jn7W6vRmyR4-P0JkN12vpGKr4ZqpW2jw0Dm6XZ189VqnZfy3plSKVW41qV5h95p7FzVcY6gb4pcfLQW5CnFWV4kQ_GCW3j4H853GP2jPW5R2LV84JB2kTW435PHv3rsfLWVwRDTS1k7R2bW53dC5Y9ktGSqW80B6JQ5_sCr2W7jpBMb4KGMm0W6s-fXc79XJNLN2dh3yclb12gW7bQKYR97BdlFW8wkXhB8WLTk4W2LYRck4v0T6ZW6hkqtq3p14-xW5LsvsQ90LgRpW1v6mW-6j1v_8W523wdG8kTR7Rf6N2vTH04 )
Featued image for: Microsoft debuts “Scout” at Build, a new personal agent for work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3kTN1588Kn_0zvqW3Sc83R25Z15jW1m_JVW1cPf0tW6FgnbM3QmBCwW1C6rGb35LGGPW4pFpNZ6-Gk9cW2tCmmv15jXpLW3Qw83r4l1lmNW38M36y9cCWbTW53d6mp1ZPcvhW5-mTwl3CC1_ZW3yYdD740RVWmV4lHgN2MZJfKW1GsQFX5PkVlzW10q-fq6zH7l2W9cCW9j73XqpKW1-bP4T4V7LR4W90vdV52bmNFFW6MTSbF8WctXgW4Q4rNX9kzGdDW82J1zh3D4X6TW1rMZqK7bY7gMW5_zwNd5tP5xRW6SKM3g8VQ9Zgf6Z8jY404 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3nhV579PY8_MsZkW5R_s2330rzZnW4dBY6S6wz8PXW7pRLL58r5TKVN8WDz74JLprmW29lYcs2jHhpjW6xRnsx1663nRW8sSb-c1T-jT2W9h8Hgf5CzCKHW1Jx3GM72rTB9W5BLLP88nh9jDW6FjNTg3v_71GV4M3c76-5T3XW5NCLk69fSQ2mW4QHSPp6DW_wKW2Ft0Hg2z_YyVW2YcvzP5PNZZ7TYGTc15nxwTW4QHYgv5pKwG2N6_j3sxZkltwW72qXst3Tr9mvW8qg0N21sJvdJf4Sj9N604 )
Microsoft debuts "Scout" at Build, a new personal agent for work (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3kTN1588Kn_0zvqW3Sc83R25Z15jW1m_JVW1cPf0tW6FgnbM3QmBCwW1C6rGb35LGGPW4pFpNZ6-Gk9cW2tCmmv15jXpLW3Qw83r4l1lmNW38M36y9cCWbTW53d6mp1ZPcvhW5-mTwl3CC1_ZW3yYdD740RVWmV4lHgN2MZJfKW1GsQFX5PkVlzW10q-fq6zH7l2W9cCW9j73XqpKW1-bP4T4V7LR4W90vdV52bmNFFW6MTSbF8WctXgW4Q4rNX9kzGdDW82J1zh3D4X6TW1rMZqK7bY7gMW5_zwNd5tP5xRW6SKM3g8VQ9Zgf6Z8jY404 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3n9W4YgdvD60cMkGVGJRDZ5v0V9SW6dQ5Pm8Wbxt8W3c7Tt32D5CD8W1ClvCT9bkdC7VyldBk45YDLTW5cbbRt4dNlhTN49lG0LtbzpPW8sb3jN6Ss6T-W5qmqxZ538PQDW4Z4V2b3wjQfBW2WF5cf3q_wwGW2HGNzv6wk9RTW4xYd3l22z-wmW8Yjky88xWdMtW5-YpsN5qjl4mW4kw7xw1X3bDDN1nRFvcl3WDCN748zdHMG_69W5z7ddy8XQb6YN4YtB1sXTwplW2Mcbly4h2YdPW3_KxWS4R9SXpVS9jnt5zXXyMf66KLdd04 )
Featued image for: OpenAI’s Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3pHVBHc_q84KCwnW85Jgnb6BprlYW5655cJ2lzPGnW4hj_413NSDMyN8xwDFFhXW4tW4qs2ts72Lz-TW2l8Xss1vppmmW24SV-H1z37JbW4_HFF824mdrlW46nBNj1b-B9cW81QNvv2hz2qsW6Shp1X13hbcYW1b_05H3NxnWZW3mptqm3dpcNgVT_dcN4h3zQlW7T2f3_8YbC5bW2GGM9t19vz3FW4p8lg52_PPfPN8lvqJ88QHllW4STd6Y6HbNG0VtSNjt1BKSK-N6XDnDGxbVyGW6TlXy038hPQ6VCb9F_1PXZLMW87xffY4ykJbFW32FC-c6n-Q1Vf6nQFh604 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3nhV579PY8_MsZkW5R_s2330rzZnW4dBY6S6wz8PXW7pRLL58r5TKVN8WDz74JLprmW29lYcs2jHhpjW6xRnsx1663nRW8sSb-c1T-jT2W9h8Hgf5CzCKHW1Jx3GM72rTB9W5BLLP88nh9jDW6FjNTg3v_71GV4M3c76-5T3XW5NCLk69fSQ2mW4QHSPp6DW_wKW2Ft0Hg2z_YyVW2YcvzP5PNZZ7TYGTc15nxwTW4QHYgv5pKwG2N6_j3sxZkltwW72qXst3Tr9mvW8qg0N21sJvdJf4Sj9N604 )
OpenAI's Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2Y3prCCW7Y8-PT6lZ3pHVBHc_q84KCwnW85Jgnb6BprlYW5655cJ2lzPGnW4hj_413NSDMyN8xwDFFhXW4tW4qs2ts72Lz-TW2l8Xss1vppmmW24SV-H1z37JbW4_HFF824mdrlW46nBNj1b-B9cW81QNvv2hz2qsW6Shp1X13hbcYW1b_05H3NxnWZW3mptqm3dpcNgVT_dcN4h3zQlW7T2f3_8YbC5bW2GGM9t19vz3FW4p8lg52_PPfPN8lvqJ88QHllW4STd6Y6HbNG0VtSNjt1BKSK-N6XDnDGxbVyGW6TlXy038hPQ6VCb9F_1PXZLMW87xffY4ykJbFW32FC-c6n-Q1Vf6nQFh604 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3prCCW7lCdLW6lZ3mZW6SYrjp570Jn7W6vRmyR4-P0JkN12vpGKr4ZqpW2jw0Dm6XZ189VqnZfy3plSKVW41qV5h95p7FzVcY6gb4pcfLQW5CnFWV4kQ_GCW3j4H853GP2jPW5R2LV84JB2kTW435PHv3rsfLWVwRDTS1k7R2bW53dC5Y9ktGSqW80B6JQ5_sCr2W7jpBMb4KGMm0W6s-fXc79XJNLN2dh3yclb12gW7bQKYR97BdlFW8wkXhB8WLTk4W2LYRck4v0T6ZW6hkqtq3p14-xW5LsvsQ90LgRpW1v6mW-6j1v_8W523wdG8kTR7Rf6N2vTH04 )
Better Claude. Half the bill.
From our partner
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3mKW3VVNNj6-m6GdW2_RBzC5wT0SRW7Y27pW74C-4SW5T8_t21MZP_pW7lmq-w58r5K5VQwTyn8lrK2QW94zZZ12NRV4TW1-nBk33XH8C6W8PLl-m3xrnTQW37JMQM4DphTnW83FCGg4snXfvW8WrSR_4GCVd-W4hzDKk9kzJDKW1t-RRn8X8RLgN3b21vM7-wNWVBhbJ25bKFsFW2yCt129g8rYSW4kQMY73GXWSPVF3qgp5L_cjsW8ZG1nh8VGSkdMLyr7GM5452V-rtX476NQGLf9hv39T04 )
Claude Code on Bit Cloud creates and reuses your components instead of regenerating them — better software, 30–50% fewer tokens per session. You save $2,667/mo per team — $32K/year.
Cut My AI Bill
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2l3prCCW6N1vHY6lZ3mKW3VVNNj6-m6GdW2_RBzC5wT0SRW7Y27pW74C-4SW5T8_t21MZP_pW7lmq-w58r5K5VQwTyn8lrK2QW94zZZ12NRV4TW1-nBk33XH8C6W8PLl-m3xrnTQW37JMQM4DphTnW83FCGg4snXfvW8WrSR_4GCVd-W4hzDKk9kzJDKW1t-RRn8X8RLgN3b21vM7-wNWVBhbJ25bKFsFW2yCt129g8rYSW4kQMY73GXWSPVF3qgp5L_cjsW8ZG1nh8VGSkdMLyr7GM5452V-rtX476NQGLf9hv39T04 )
FLOW STATE
Share your insights with a global audience and get paid
If you’re working on unique AI projects, deep-dive tutorials, or industry analysis, TDS offers a platform to reach a massive audience and get paid for your work. Take advantage of updated earning tiers and a higher monthly article cap today!
Publish on Towards Data Science
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H3d3gP0xW8wLKSR6lZ3mMVbJPb_59M0V6W7TwdGC6gGKLsW3GSV562kBR7qW5zxWw04dPb8GW47S_jD8pc17vW2XYqKQ8fkY0MW1gdd438DlTv-W1wVWXZ2Y4p1cW7hHWDQ5WPZx5W1nT1Hf8y2l9pW21tTt379wB2_N6mq1-b9x-YdN8WHg6PkvwBpVQRKSQ6p6C2zN8GS-0Yn-sX8W68Z7y75k0Q1ZW6W6YzT7FV_9GW8zzGX54JysP2VFyxDT1xPLz4W7QgfjC31ZDt4W6S3XXZ1pjCgzW94hwD36hcQnCW4qj9mq8fpjyKW1tXm667CjJSyW5FfQkV1npLKHVYPhYT3cy9wFVWDctZ23hN5bW3KcWjX3Ddm7hf3-SXLb04 )
How Microsoft is governing thousands of Kubernetes clusters without manual intervention
How Microsoft Azure Kubernetes Fleet Manager and Cilium Cluster Mesh tackle the complexity of managing thousands of Kubernetes clusters across distributed environments at scale.
Catch the episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3gP0xW7lCdLW6lZ3m0W6-bDRJ5s4kBWW7hcT1D71GWTrW1DZzFN2NPcKZW333W-Z8qX3NxW3sRyXv7991SmW7FlsSG88dZjFW6-1Brv326CsVW42LPyv6qTy_WVHyyLM69Tg7JW3qY-qG7x60HgN6TGTPMxlcQfW50c6k38XqsrZVb3MRR45Z7TBW9gWwNb4J3kL8W7yVK7D34jr4tW7l5MMG4vtnb3W5M_HFB8vSgFzW3s2-Y25kqhtcW4ZqrvX32G_gYW7Pzf4G72bxWHW3hdCrC7lChjgVlHkSg7X7PJSW7LtWJp8Dgkz4VHzvqT50-sm8f749Yqx04 )
Why AI is failing in the security operations center
Many enterprises are finding that AI tools for the SOC look impressive under controlled conditions, but real-world applications tell a different story. Here’s how they can fix this challenge.
Read on TNS
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX2mJ_8jdyl8W2Bmfm04H_YqGW4gSXWJ5PTNNXN2z6H2F3gP0xW7lCdLW6lZ3lNVBzs1s16CThBW807CLx1dNjFSW3xg6d198RDxbW5khVqj93xrcxW7HhlD25lrXqvF5_408dgVXrW138r_D4mFD0kN9dwkXVBDpryW8gsb852D-Tk6W5JFfqz5P9cWZW42_JqY6GVx13W6KxVlJ2pLFD6W5459XX6Q1TkmW3_XPtn2CFCgXN2YMBZ_3RLgxW6LGgfK2yl3KDW6Gdx4q7K5fM0W2pMbG19bXJY_W7lPX8b68RP1NN7QXYr714Ct8W6RsXLN71_NMdW3mzHZB3wgyFNW6M1PXQ500F4fW969Mkr2gnh2xf8R22t204 )
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PREFERENCES (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-zdW4rhngX1Lnk0xW2YslW12FrslYW3g2vKr2HKhx5W1Qv-S330z94qW2r2mvR4tvRq0W1-Y1dz3_HbMPW1_lTZ_1Lg3rNW49lVFD1LDgDmW1Qdrgc1Xh9rtW2YyjcM3QS4CCW43CQCZ3SZ5B0W2Yqgff2y23RBW1X0CyN38lTm4W3-0Jvt1Xj2zLW2Ymk0R1_b-zSW3_tnqq366bFXW4tzzYT3ZFfqtW2FS6l53C84CCW1Xml9h2TJcggW3j6nNF2HYMfPW3f_DGZ2MWgmPW3ZsN8V3JPjwxW211HLl34GbNpW3j5Dlj2TMW9NW4mtltD2KCf4PW4crd153brLLxW1V70cx30lxvNW3bytxm34zB0qW3Y3lY_1SqDb8W1Qbrhc21kXYBW1L5Tbd43B839W2sKGry2WhkGyW230dNZ1Lk4z7W1Qs4Lk3DKDdLW4r6Bkz3ZSzy5W1ZkY712r8BQJW2Hqmww3_JRnnW30Chbm1NFKR7W3F8k3d3zjGyPW43Tygb3GHmtkW36kWtq3GXFbpW49jV7l1LFV3-W30mgrr23583vW3j09BM3SPnHdW38dJVk3F76g3W3blNJ23jdknQW23nCmK4pzDfPW2t3qgj3bfP4RW2TrY903NFTt_W2p1jV43_TynTW22VBCn2CZXpMW49lS9N3Zx0X9W2WGjPG4t4RYDW4kJ8my3df1ZMW2FTkjl47L37JW2TRjGs3zk65ZW38vmd_1SlZdBW2szLrW3M6Sq3W23b7dV2FTjww0&_hsenc=p2ANqtz-8rNC_6xbAgp0AzS8jcohoMTHkpGvINHLifgGV3-3Np2NETkJFjJOixlgN5YF4MTSITx6jSTWRzfOQrq3a6fLKQWuHAvw&_hsmi=422096238 )
UNSUBSCRIBE (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-zdW4rhngX1Lnk0xW2YslW12FrslYW3g2vKr2HKhx5W1Qv-S330z94qW2r2mvR4tvRq0W1-Y1dz3_HbMPW1_lTZ_1Lg3rNW49lVFD1LDgDmW1Qdrgc1Xh9rtW2YyjcM3QS4CCW43CQCZ3SZ5B0W2Yqgff2y23RBW1X0CyN38lTm4W3-0Jvt1Xj2zLW2Ymk0R1_b-zSW3_tnqq366bFXW4tzzYT3ZFfqtW2FS6l53C84CCW1Xml9h2TJcggW3j6nNF2HYMfPW3f_DGZ2MWgmPW3ZsN8V3JPjwxW211HLl34GbNpW3j5Dlj2TMW9NW4mtltD2KCf4PW4crd153brLLxW1V70cx30lxvNW3bytxm34zB0qW3Y3lY_1SqDb8W1Qbrhc21kXYBW1L5Tbd43B839W2sKGry2WhkGyW230dNZ1Lk4z7W1Qs4Lk3DKDdLW4r6Bkz3ZSzy5W1ZkY712r8BQJW2Hqmww3_JRnnW30Chbm1NFKR7W3F8k3d3zjGyPW43Tygb3GHmtkW36kWtq3GXFbpW49jV7l1LFV3-W30mgrr23583vW3j09BM3SPnHdW38dJVk3F76g3W3blNJ23jdknQW23nCmK4pzDfPW2t3qgj3bfP4RW2TrY903NFTt_W2p1jV43_TynTW22VBCn2CZXpMW49lS9N3Zx0X9W2WGjPG4t4RYDW4kJ8my3df1ZMW2FTkjl47L37JW2TRjGs3zk65ZW38vmd_1SlZdBW2szLrW3M6Sq3W23b7dV2FTjww0&_hsenc=p2ANqtz-8rNC_6xbAgp0AzS8jcohoMTHkpGvINHLifgGV3-3Np2NETkJFjJOixlgN5YF4MTSITx6jSTWRzfOQrq3a6fLKQWuHAvw&_hsmi=422096238 )
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!
