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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;">Google's A2UI Offers a Cross-Platform Standard for AI Agents</div>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBB03qgz0W6N1vHY6lZ3mRW4h_4Cl4kvrR7W1TqC_H4BzQfzW5dhQJD589NmDW2nYf8_8gkTlWW7WQGdt7W_XYlW8d9TWJ8s7wRKW8dhJx73-phKCVV4tvt9cJP--W6SD2Lx443tx8W1XBBwR61_vGZW33pw--2Zdtn5W3f60gS181P6nW2nCrY94q_YW-W2M3GRL2bmbVJW3mLm8m5sV3H_W6kfpCX677X47W94G0NQ934G4LVcwZn180CWD5W498h3b7wW_TxMTTX6mGW0PJW5MD72b4fkvnwW8Lc8JB3wjBKTf5zrPNb04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JGASM9dK" target="_blank">
<img src="https://cdn.thenewstack.io/media/2024/04/75c9bbc8-tns-daily-header.png" width="640" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBB05nR3bW6N1X8z6lZ3lhW8W9sty5KlJLDW1SNcdk3gJHmLW90R8Bq50sQ4gW6P_19d4HMcx3W81wwQ64Bgrk5W6DxpMp7RD6CkW8Q9b5j8Sd1n5N7h05vKfSyCPN3WJdCKxwRyLV1Hg8P8FBlF5W98v9rs3mKh5PW1Df_023JlLk1W3pJgVp2hGpHjW1W2ZxT8sg3K3N4HwcZqKVWcYN4kDs9dTTcrjW7bnZ304CPSPYW7yRdCK7M69P5W5v9yj26g9PMTW8sddpN2kJ36XN5x2gdrj9651W5g4DHk396sznM1DnKLgKcy9W4QNl6c566pr6W60wr9b2p51xmVyt9Bv3TbGlKW4hZ0815VG_tJW5lYpSx6Hb7SmW540nhq55pDpbW5Yhpbs1MG1q-W6P2HJB1b_C6mN6tBDf35zf42W7JXH_52nVsJvW1R01sn4zK9H9N8rZmB2gNptvW8kQG415mJK3lW5cWp2h8rBpwsW9d-R3j7smhnKf2wzz0804" class="link-view-in-browser" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="2CjfcSFX">
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December 19, 2025
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<h1 style="font-size:24px; line-height:1.1">Google's A2UI Offers a Cross-Platform Standard for AI Agents</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Today, TNS Senior Editor Richard MacManus reports on Google’s launch of A2UI, an open source project using a “native-first” approach to build agentic user interfaces by sending declarative blueprints rather than executable code. This strategy distinguishes itself from the web-centric iframe sandboxing favored by OpenAI and Anthropic. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3hCZYW8wLKSR6lZ3pCW1TsNLW54BDhpN1CS2SdX6mz1W2CfN2B7msP8LW6t7ZJX7_lnGNW9hJCkY4l4B6gW3ZyCfL5ytrTbW8M1Zc13wxYD2W2-RvVR8h_XmFW4yB2bg3WSZxCV7bWGp2cPk_BW8KbZSY7HQMtbW8BmkfC3mfbqlW4qKN5P6xt9SbVBHt8c4vr8W0W57tnY58tYBNfW5JXbt_8YFQHNW801Cwz1jts_3W3tQp3S2qS0kDW4HRH7P8wFBLmW6PN6hl1KMnc8W20Kr9781ddfgW4yH9G42NsqrNVsFDDX110BnzVMkgPv1QB93gW4kqdWZ9cG2s2VFlgbV6gwcv-W2Zf-J22wRDvxW4Bz0kr6ZJGHYdSthlW04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="BFZExfq4" target="_blank">Richard explains more in today’s post</a>.</p>
<p style="margin-bottom: 1em; ">In other technology tales and tutorials from TNS:</p>
<ul>
<li style="margin-bottom:15px">A product team led by FinTech product leader Raman Aulakh anchored a global payments platform in OAuth-based identity linking, thus eliminated manual data entry for hundreds of millions of users. The team’s work allowed payment instruments to appear instantly after a single authentication. Check out this contributed piece by Raman to <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3hCZYW8wLKSR6lZ3nmW2gSh_Q1JfWMbW1JN7Vh4CYkSwW7xVQKY4VCJq1W8K37nP2HT-1BW8wFhP83Jnbx4N5304SQdNkcQW2-sZxq46csGxN5BGVffCfN8KW3MCT3n5XxTXNW4yqp3Q5l8JxVW5DCF2R4-Vg23Vk699W8j3r1KW3GhcbT2fdx-2W3XRN6H1xQp8vW4d-pSj5wQsjRW8vcFTg34qQ9NW26QJ0L60hXCcW32ncbb6vSkRmW32l8Ym7xjbTpW7zjQw62zFGdvW4jb9wZ96RlvBW90XyrM2tSWdGMdsknj5ZBWJW2yWc6-1jNmnhW352hl83htmSzW4WLbG76x-2VPW1HvBbr53X3cpN6Dy7PZPKG0qf2xWD0x04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Exo+8x5/" target="_blank">learn more about the technical hurdles, the solution and the lessons they learned along the way</a>.</li>
<li style="margin-bottom:15px">Paperless-Ngx is an open source, self-hosted document management system that helps companies centralize and organize scattered or non-existent technical documentation. It uses features like optical character recognition (OCR), machine learning taggingand full-text search to do this, according to technology journalist Jack Wallen. Today’s <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3hCZYW8wLKSR6lZ3pRW3HRZTW19qzN8W5ZQnPS1mKg4PW1c9RN98tt6rjW8G1w146Z8VHtW5vg_jy2RkcVSW1vtfwX4j4lFhW8gZYcm278-RbW16K5mR1rlpxZW5mN46p5WZYNTW1gbqNs8Z-Sf0W3j11FL3x6SzzT_jWQ55mCZ_W93pPx67vqThjW7CYZ7080kWMWN8Gvn26PfDMsML7X6VJ0-LNW2h6WSw6sVgQXW6190Wn7Yq5T-Vyx42P1dj81zW32zNqF6yJK6VW56Skkj254yvWW4059MM2b-vbsW1Ln66z9kQFp5W5H29wM3Kphc3MNjgcfPLXkjW91vCtx891kG9W6lNhhm7gN6VrW2gWGgJ6XLcdMf5McD3l04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="rqxULD7D" target="_blank">tutorial guides users through a simplified deployment process using Docker on Ubuntu</a>.</li>
</ul>
</div>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3qgz0W7Y8-PT6lZ3pZW7YpGWq2vfYqzW64VRVS5vXLlHVwjCtP6SzKcCW585CxZ11FkCCW4FD1Py2nRl8hW8-Lwlq2x0f5mW4rYtCk2yQ-c4W2d7LnY73g2SKW7nL2pK2KB_XZM7JG9_SzfMmW4ggxJs5FxZYsW21mYHk708X_vW7Yvrlx5XGPtsW3N7d186_3JLGW7r6pqV6wcZFKW63r8nM5FNhbsW4JZncv4K0FR6W5L_hy095pny4W1lhZ1p4t15rJN2shh4-dbNTvW8vrLvs4CH7cCW2Y0nvC5YqTmKW5R_0lw6rZ1MxW105Tw17X7VskVdx1GZ60NDsKW18pJDh3dQRXMdHRtTM04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sO4F2z1B" target="_blank">Loraine Lawson</a>
</td>
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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">From ETL to Autonomy: Data Engineering in 2026</h1>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3qgz0W7Y8-PT6lZ3q1W2T0BhL85bX5hW5Klqwc8Y_THpN4qhkwchWz3YN3jxfyXzYz5NW65Mm4r6jMv0fW3pzrpB9kfBQlW4VGyj88Ln-yRW1-71R34lxw9HVj_nzt68wdrrW2w4FZt9kqydbW7w9KsW4Qh2J7W2-XHnw2HBC1dW47FlY342p9PFMHnvrdxJM80MWmqxYM08KQW67kRYq1HFbr5Vr3hKg9hr70jMgwzYPV2c45W2xny2M37xkY7W3Npc2X2F2QjkN2d-38KZclj_VQ60kr4XM2SvW4C67Rj5PcXqmW87kt1g8FtSR6W30Jv-P67bH9sW5Nn1KC9kPD7Pf8gz3DT04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="PqyUxYpC" target="_blank">Chris Child</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3lVW4VffCm2ShcdkVt5dQs4KBDm2W2x-zWn3JS1lnW4VZxDq3yJk1gV2bZm32QjSgdW5tK6v431SFxdW1Gn_2-6bXsqHW22MdfZ9j490sV-MVpM7XwNzGW81D6Y93t1PqxW57Rfn21xn2rBW431CF86fY8P2W42bPFG2Wx6ZRW43sVJV6TMJVjW1HmxlK4GKBt_W6rDq-13kcblPW6ThKYM5Pqjx4W6qLV4n9ld0Q4W1KsbBL2BKvd3W21tWQ75c3T57W2Kx2s74R7m89W9f4vgn3jW7gnW4Jr-ck5GSswfVdV_LZ3gZKGrV_Pnqr97q89DW35Zg195rkqlbW1swJJc2dqTdSW6xkbbS60NMgDf1Qn8x804" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="/mjCGwrj">
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<div class="excerpt" style="margin-bottom:15px">
Here are five predictions for how data engineering will evolve to meet the needs of the next year. </div>
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Data engineering is being reinvented. The discipline that once centered on building and maintaining pipelines is becoming a more strategic role in which engineers architect systems, validate AI-generated code and play a greater role in business decisions.
Two forces are driving the change: the ever-growing complexity... </div>
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<h1 style="font-size:24px; line-height:1.1">Author Spotlight: Heather Joslyn</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3hCZYW8wLKSR6lZ3l4N8RxsQ72Scf5W8lPVQ87M3ZmBW1Fxz6L2yKHdYW50bcS83NQTFSW4c7yT84hkNVjW1ncT_f6lcdZcN89dDs6fXPxJW7ZWQKT8XbDXzN2lTBT0hbqZXW55NCsm5ZFHZ4VpMPPL4qVc5sW4xF_mP2fnzLjW3-PV652Z7NdqW8bRRLT6NHl9ZW49TP0S8XWCr2W3Pn2DT32Qr9PW4Wfj9P30KwXVW8xKFFf4T5ynXN1LVkYTQD84DN553JDSFPnjxW5P-qGp95PJNyVnTVCY6XSRN7W28vvNT6zSZ0wW3CYDPg3zsrdfW2FTXlh7qMDfrW2L-h166rDZVFVMvLX05z__GJW2w8Wcf69vTsZf9lJRTH04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vAJCfZZt">
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<p style="margin-bottom: 1em; "><span style="font-weight: 400;">Heather believes transparency is key to real tech storytelling and that case studies should do more than celebrate success — they should show the messy middle. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3hCZYW8wLKSR6lZ3p8W9gzkDX3BYcYrW3CN7zH8Syl-nW5bzQ3T8DdK4JW8j5Q-y2MXtCqW7HSXr-1jS_79W86B1JB7C0C9GW5PYpyT8lpwR2W91Gx9257ZC9dW4FDq-j1qpjG4W6WjT9P6RTrp2VPF8c96mdzz2W4YnSTF6L_hQcW631hJt6blhLtW6bkYs83Q0JjdMDhm3N_mf2QW6lzBJr6L7R21W4lmJ7y5VZcPwN1k85__pNKtVW7kw9l_5jSxCqVfQ6DK1tMgRRW4lDFjJ4pXkSsN2DsgRnjtQSPV3DcqT6LxKmJW3CLC2r9bsj-JW2lDVfW4j9g7XW542TRz833YqyW117RKq6wrcrXW2t_LlK2gxfv1f2RPgDF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="6Butx/eY" target="_blank">In this article</a>, she takes a candid look at failure, fixes, and lessons learned from DoorDash. </span></p>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3mhW2Y92VY1HW0v3N1Cg2n5jklMlW6z5Ht737jQF6W6yfVk847B0qZW8TTWw25V-834N2QV04yFzTvVW9hkFFd5zmpDgN5_QDcR-rs9-W12Lc-b1tm0FNW5Vm7j_1clSWkW7r66gS1rK3KmW3fZvqv6XD0wjN8Yk-B2Czd2nW1YL9Qh4b-lNFVMLvX_4qDW6SW7Q2nxG6ZFhqwW2pVrJn9lPQFqN3sQy-tQDVCpW39sHNP7m8PbqW4Kc-lX2L2K1dW3JkLnX5b3B8TW5DCNpm2mkWj2W6LWcZH24SzLTW9jp_xL1Z_MyPW6k5VMM5XyVYYVBz3BF2zJftFW2ZV_p86swqRMW6JXRCF7TF6G-Vgn3mY5NYDFkW3FH12x4KPF4zdNmp2804" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="t3+XvBAm">
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Software Development </a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3p_W5ZsPfg8l27RYN8hV6MTCBMCxW3cTMVr5fdXd0N32YvP9fMYPpW56Tc9j8WL7_CW3ZH7RQ77g1QJW91y29y3Hb96DW8TD5Cv1fF1yRW5sXx_S1Bd88rW2RCT7V1R67wKW7vzLNl37Pg_9W7K4TXn8vqPl8W1sfn7C6zdlKrW8XbQq_7Qkwl9W16h6JB609K-zW1dMTC774pcGbW2q9WbK48KCKhW7Z5QV85CjQg6W2F6FBy8VS5P5W1_4TxS4RjHYzW4R7ZRF3h004pW4xTmyG37S3RwV6nBbR3cDVkcW3XgBTJ2_lYXMW3TdFdv1-lkBqW5lR2xD148ZLyW7lz3hY1RmfhLW48MXvj8lKy62W7QVFxf34xYgrN5qxJdmRB9z2f88qFmK04" 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="957C2iNG">
Lessons From Building a Global Platform for Seamless Payments </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3qgz0W7Y8-PT6lZ3kCW2Z4lrJ6V7Vb8W5JNXP43lxpC8W3pYJhT2Y3hNlW6FzhdC5XH8lrW4YkQDv3ZYWYXN4DYR31SCP3hVCcTvn1jHh92W69JLX01dpf7KW6PfGJy1npJtZW6m_t8l14Rk2nW5188BH2rxb8-W4NJq9N35rk21W3x2-7C95_S89W2rbSS44m-mMFW3bmMF-2xG5lfW9cpg8v3S5GnGW3HQ74998wGYwW8Ql4lL4hz90FW1340yG3qDBFJW3Tfn5_2CRLXKW1Z_V_g86HFp2Vy0Gd44gmD_3VcZC3y2LykFzW7T2SL843JyjDW615Jqk2j0lJnW2XjQJn9643F6f6fqYLz04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="HwxSDXgx">Raman Aulakh</a>
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Open Source </a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBz65nR3bW50kH_H6lZ3mWVlFcS-7fqrd5VqyMlx73NlJvW3FFWG574sKyvW4GnJ1X4VTYfZW9ctys04xchWQN3Fs3ZFbjRwHW6X1Bnv3kl1D9W2lxlQ-7TsMgRW5JsT5c5PR13HW1_gLpR72G8D1W8B_N1-7rzvZqW6GN1bt4yt2v7W9jbLpq7PBf0VW8qD7gL7hCz87W4By_Dw1WxtBgW7-FPQm82NvSxW47ld6h46qHN1W6_MNyf1n5yZGW7jbK-b1l8GyGW1Fff4p9bJJ5xW8yqwPm8K0lpyW7fcdrp8_5hXgW1fv5zD7KttfkW5k3lpt3t-jWmW2dGGFW3P0bnTW1wb3-07g42cBW3H41wx5N4PhnN2W3ndWH1FkLVzDqkW4JCnMfW7T0sj04_j2lGW29TN5X6hny9bVdKQg43FCm6Qf2nR6GK04" 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="1ygRRC0T">
If You Need a Documentation Manager, Paperless-Ngx Is the Way To Go </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3qgz0W7Y8-PT6lZ3pNW1zPtR611pkl_W1Lq7q78qfy5pW7j_36D5V0DlVW3dmSTw2JvnVHW6Rq7Jn5Xf64BW6Yvnf37W4SCfW6gY8746jvwzbW3QxkxN4GqLGGW6h2tyl5RmkjQW1MHZjR43yQQnW8GK9x25GX49mW2zZ84556JcpWW59xqrZ6Cl7pzN5JKqsdmb1VqW7wmvxZ16_MskW4KYFC34ZTtKGW68bnmG2D7BSsW9gV0Cr3nLl4cW8XjmLN70qy10W4_Cz8-7Tg3VkW6D8gJN5B5YzvW1Fq4WG5DH1k0VfzzcN6xgLr3W7mLS6K2jMMNzW5r0gLJ47B2nBW7XCxMR765ttjf798tR404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UnFJDxbL">Jack Wallen</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3kyW1_fPDp4vbm-GW58q63F3wGFC1W7-GXS71cBhCPN77WPVVF7K4NW455BLL5FKR_2W1-sDMZ3rDwQTV26R-780H9mrN1rYWzVwN1bsVNzWH45fbtFFW6hlwvq7XXrh9W6Y-Gkr6m4W9lW1g2lnb4BnCTtW4jB76n3L5KNpVzchgj1CyFywVhm3ys8mJtNfW7b6fJH4FKsB2W5fZ50H29xDRsW175Cb973vXKjW8bq3S77JJGRkN2S1T_7FTypBW1-m9PK8j-183W8Sd_FP9lTzbYW6zWT-F4H0nl5W2MF_QZ4vz0rvW2-4XrX6v5Pz4W9hV0x-71n6N1W1645Bh2PY9MQW7zYlX18f2cs-VhRHfF4cvk-QW84_Zcn6xncGpf63KM6x04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="1MJ2MawD">
<img src="https://cdn.thenewstack.io/media/2025/12/7ceb19d6-getty-images-xqhgs70jpse-unsplashb-1024x576.jpg" alt="Featued image for: Agent UI Standards Multiply: MCP Apps and Google’s A2UI" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3kHW8KvJcv7lhyC2W8XLqMZ15CF2RW77f2FY3jXl_-VkJLlh4w7L_xW4s6RC620X6cyW6bV6bt7WdGNrVFH-m09kKNTwW3r8HF64K7cZVW7306Nj11PrPXW2tNMwx2xqbQHW70kbCt5Z9w2gW2nF3Yz4N8TPDW2PMDwb8M3gMVW5nCcwk7vkKw3W5n2kPv5g1L19N65tcK7j5B9HW6BK6mz4vM9lnW1hM3xx14yqsyW4mJZQP3T-XxCW2KC1Gl3_SjKnW50M_Pt2DlDrJW7T7zv-1vRD4qW4RJt1v1dd5KYW2xGXHN76SHgXf7lDX9z04" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3mWW6Zl_3q1GjXbPW2kz7jH6kTp17V5g6Wh7yhw59W4PcxQv6zx01lW91d1BF2-R1hpW4nKyGD68zrsKVb7dSr4_r3msW8Y7v_y1g0D7DN5Z43sfh07mXN9jQFCx4pZK7W5zzznT4Rkql2W5t2sYW3P46VMW5MccgG1NFpJJW8WW9Rf4Q3R03W5lCyrG62bxY1N1mx-Xt36r10W6KYn2b4MBYpcN4HnHGb8Y7M5W98DHK0898c-bW5Dcxz45k2TYSW2ZXJpC3kcK66W2lKGzj5ZBzFqMbgZtH36nwKVTVDSs695w_2W8r_8Z81RZ17sN1jBk1jw40M_W1hHpNC7cmf4pW2K6N9l1fVc6rW8mTDX98FD2kXN8spqXjL2pPBf792VFs04" 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="fnveFT3D">
Agent UI Standards Multiply: MCP Apps and Google’s A2UI </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3mlW33yy5b6W4pyMVhG0Dl37ZF52VM8wPS3tQ-ZMW5jhSN22RjPBtW982T8-75k39dW209BR52M2XgSVGdlSN8RfJ7wVbcDWy4Vl9t1W3G-wb86M62qdW6BHfYq4H3bMfN7Bm1_qQKGMWW5Kltx-8h0gD0W1b9PpW2n5kZRW1R1c-k8Sxv3TW2RVYRy4CsPJGVYDlM85BmQr9N3LWKz2PwJFMW8XWGp790bRgMW1Sl6Gq6JCW-FN3c2D-_f8ZpwW41wvB23FX4VkW53NnHm2PHcp2Vxtw7V4_KYFjW31q0Z-4XcYQ7f2x6BTC04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="aHfdZ5bq">Richard MacManus</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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3mNN7--bQZGHjwCW5Lht-q2T51F3W59fWFK8cRb28W7lrSpB7cg4gNW330hhP7ggPKtW1t0d-H22CzmgW3jV9KQ2hrqRPW7lwcdB4M3TwrW51FBK62LWnr5W4x0Swb4kZ2FWW9d_SK89bx6VlW27cF7K6tH3BCW35MYpW4zlwxCW3-DmVC5fCdd3W52PRqp7kYFkKW6C-SZy8RdwfzV-S5DJ7PfmySW4BmKc22nZ1cNW6m6TPL3Rh9D_W5ZWJV_4YhJQ-W2k2-zX1ggc44W168C0v2m2CmNW2T45P34nVVBjW772N-k2_fzd0VlBZtS1CDrBYW5gc2pw82PcCdW6qf01V29Hn9XW6bT60n2Jychkf4FG5KC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="N2I+cHmT">
<img src="https://cdn.thenewstack.io/media/2025/12/490916d6-incident-1024x576.png" alt="Featued image for: 5 Incident Management Lessons To Carry Into 2026" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3mDW38GQYb5mgY6tW30yfGF237PYcW5sPX8_7YR4z4V_mWSv2tJdk2W2t1wH834Q_GGW5MrPkR5ZWTsXW7XJLT7785p23W38vFys58ZzsLW3S030-5Hr03tW38-X9S59x40FW1BSX_z2R3SlLW6tv1VP3zW58zW1R2x6S5W31xWW1hpFRF3StlZgW8QqVw14HWDsJW52l2sD2xQ25MW42r7vB26YmtdW2Whx4l6jtJlmN1z4Prt1XRQxW58JxRf4BMNl7W93J75h6wP9cWW71wBNc8D28pJW17j4Ht7w5MxVW6bh7YB1PL8gcf8DGz4s04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="pN/bru6R">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3ksW5tt-JG6y3qJdW6-ygrg7yNMVfW3H3k-V1VYkcHW9b25y65QDnKZVr6SWM5_kDhnW61r1yz7hhdhSW1SYjQw1jZxJ8VxJ2QV5_fTgpW95gdFW7GmMGXVhGQ3C5bz4dcW8dYGGV21V5rJW1dsq974zpc6xW6cGsV82l_JvJW9fSB8B4DbkD-W4PRkkT5wgVDKW1hkjDj8BQKYYW5fmc8X7m2z5jW4Lw48S4nqcLBW4TSZ0s5Jl3fpW8-lcmV7SpXjpN4fhsK3qzKmGW2j_zfW2g_qGdW5TlTMk1WctkZN1GLRPlVXsDnW92tJJj1WS2hFW6wx98255V0KdW6gnR2K8D6q5ZW6kz_BS7SPPgDf154GLb04" 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="UhmDQto6">
5 Incident Management Lessons To Carry Into 2026 </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3qgz0W7Y8-PT6lZ3nnN5ZkJ7n8N5RlMs4BH0QcSfhN3C0hjHCHgCjW56_GM18ZfJJFN4h2svSxV8RwW3qD0wR1Fs2FLW3NML-f6l2__4W2VMGzK2kTpLQVYC_mN73sbMpN78QcWGM9FS7W5DKWGQ6MKxgLW8Flg5B3y-GKgW2zbnJm8_SpwdW4cJQzp916B_3W5NPnf02-jgfLW7Ry5bC9dGz40Vxh2Qm5_j7HCW6W3SLB8cZv9SW3jFT_F49WjBhW5bbX0w7Jtb7yW5BzcCn7sSF-3W4YQpt76DBXTzW840lW88wtMldW9lc2XY54__fGW8fxmBs1gpkjgW6LNLv-148h1_f5nZw7l04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sfbLfcNs">Cristina Dias</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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3m0W5l_tBy134Z4TW61SR3d95Kcn2W1nrjnG8bgJBdW1GMmJ17PWLlnW4KxCd11BTcGsN614CQ990NBTW2tNMPN69McwMW7FnKk71pZtBkVQMXNr2ngmsmW88MBg41psY4BVwxC3J6lf0zzW8t_HMY7sTCpSW5M4Qjd26mkRwW7S-YTD5S9Ss3Vnnt8576G58nV3VC7n453GrMW3BKbc65TshxTW2p9TVC7X9X0CN1Dg_QN1X2sFVklnLV3sVLcLN8Kp3kQlcncxVsZVHn8p6TJ3W1tHbKP2jqk84W4Pnwz71_FvbdW5PqWwM4nKq1CW1vHqvp2PbxRyV6PjBT4MRq3WVPfXVm8p_BYLf8QXnZK04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="CxiF3b2K">
<img src="https://cdn.thenewstack.io/media/2025/12/0921a86c-thomas-park-20gggxxmaim-unsplash-1024x683.jpg" alt="Featued image for: Tutorial: Add TLS to Nginx Gateway Fabric" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3n8W4DlpG96wxGB-W4W75MP92NF2KW8HCM_z8DtYMPVTQ_lT2h5l5QW62FB9C7vFQm3W3mftDG3M-P7kW5kqs9l2DxjQkVqKfD155GC3BW1TqQtB1dzGlXVtxmcY2SdmmFW705sFs33XN0pW8zLxz21k-xQDW13NHPk5_Hf12W340-626g8rNsW4gm_fS5ZKxCfVshdwH5lsTw6W7g7D-82c3-BDW1pTjkL6H185yVrK9tr95mHDmN9jwQrjjbn0GW4H8N7q5xfzV4W5rbQsZ8rV78qN8q1D1qM92ZNW6sVNt33HJ6cQf3NVQKs04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="oG0D6vQ8">
Kubernetes </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3ktW7rqPcy6-YhbgW2tWBwG5fvBJwVWXBMd4CxT3hW6wNBz_8_3v6TW7tFfd76g6JsYW8j9HWZ2V_JXwN25cvHnVPk3SW3RcPNf6jwrkWW2vb5n330sjp3W1pBNH171Z1bMW1mDX3y2JYb-dW7C9m8T59JQMPN8JCtp0t-QjpW3q1rLZ82gwmFW3hjMSf4zmP37W1chwg58X712bW4fTC2R1pMTKNW3yLq6J83yH6-W7Xkz9040LrZhN6XZjH9KZlWcW5p2RdY87s666W3KJcz93NDWR4W2W1RsH7zCFWnW8y13ZP1zzXHXVrXtdz5RD0XCW5w2KKp5KpWxrW5kjP5c4jGY_GW4Lncrd3w2f9Zf8G4tHn04" 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="mqM8Xm54">
Tutorial: Add TLS to Nginx Gateway Fabric </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3mxN3t2NYdm1QQ1W308P5_979YtsW7Rq3lv492ZDsML7lXsDQnYJVyl7k-5GkXXwW40qGnc4VD_X_W8Xg9zF7dJMpjW9bV2-Q4J1ZN7W9jGgc_7cJpHsW84Mr_W6gPmmbW2XmNZp7czrftW4cw4R34fB76vVVjzyP8HC0RQW4jyNJb5BcdQxW6mWgbx3KB_92N4fZWqZPQtHFN6_bqcqqSkKNW9fSnkj4gLML0N1pwdrh7dYV4W7LB_4b47zTXhW681XRn5hjscGW21yc-p1gRRmCN4dWGnPq0wnPW6RQZKy85mC5Cf1TwZbW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9">Janakiram MSV</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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3nXN7T0c0fyDPQCW7N8-P_481F6CW2CLF6V8k149KW25Zb0m3_bgF7W5T0DG96HN3sMVgxD-S2lJgq8W4lvg1f8msMTrW4bTm6w4sKbHjW6bRC1m1sh0ffVjGVfj8kHBH4W27KYj77Mvn5DW2PP1kR1-DBrxW6nLYWn8L13jyVZ72_Y3KYGtQW2jt88348BSBjW7LjmND5d9j32W2RyBSF2Lmh7PW5jQjQy1S169HW7W8VZ57VylwbW5TTmRt8YKlGgW8_MdDB4zmV3rW8FRnLp6m5JVRW4ZLTD72wwvBXW65K5j722Wr4DW12THdz1y8T64W63L7t31sCvM1Mvnl02qKSYSW3y1ZJG4njDNHf1B6fPW04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="CB5UBHk3">
<img src="https://cdn.thenewstack.io/media/2025/12/eb4f517d-thumbnail-34-1024x576.png" alt="Featued image for: How Nutanix Is Taming Operational Complexity" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3mGW7q63hV1XjWYnW4Xcnwn9cFnWcW52N_9c6VZGsWN1vJZ92lC4qCVlcQdX894gxmN8DlP-C9VXp1VDMBnV35nBmmW5xWVpj4-tT5hW5n5KnY2cyYP9N3bZ5rGMSdzGW7hVd1p3k94c4W6LPMJD2KvgvxW8HdMzH6LnJ8fW2ZDCZL16hF6VW8dT6ZV3w8HwKW2c4kyl4KM98FW42vQZ_4lnjwrMDtsBtxrpJ3VRMn_V1S_ySxN6_JyZFSsSFVW54dJcT1TWkrrN7kStjF5L01zW2dPCfc3z9K78N23vVV219lpQdzhLGv04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="IQKX3GsV">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3kYW5Bzy8S1DKDb5W3sSM7n6ZJV4JW5Xwdjb59GdKXW7fKCbm8dXsvGW1Y3KVx6P9Xb6W7xw3yz2nLXRcN4BsV7FfwVq3W3ZK0Gw5Bk1plW41dz152BWtWwW1tPCBz6hj7CKW2GhFY-67rDkWW3Htx-95Wb10NVtHGby1F4D9FVv6nhy2Z68-hW5-K7pG2VJR3-W61Bmrc4XnQb4W5wmH678TLjHGW60jMnV1XZH_NW6Zshyp4YZ4XyN80Mh8bTWl_fVwf_b97W-4mSV9mPsS82FD7BW1yB8bq3JWhWHW6WZqYv5QvMhtW6W63-D3VpjrzN3NgXHR7C4TzW397KVV2s2D-_VDwNC73kTlPjf92Rmxd04" 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="+Qkzx2I9">
How Nutanix Is Taming Operational Complexity </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3nzN9kgb3zzzv6pW806Qvp7ZXYtWW2hPjr-5Yt326W1yWYQR83Xt7-N4Y0pSQTzH7dW3Xpx7h1-GF9cW3X0Wln6L3LKXW1C7LbY8wgMKWW35scYs8hzYH3W7QXXCj7DS8TgN3BwHY9VdKwZW7MpPVz4-V9QSN6WrnJQy1bKsW4kn5jw8NPNLXW3p8v4w6lvhCtW3dXZxW1NNfD8W5kl7ft7FRWcVW7HR7pw7MkMZgW38MvRn3YhHycVFJZlM7MpbPPVKTmhZ1M1kxmW95tYtS5GG2B-W5vP9cL4kC95kW2t1dkq1lPgyGf2CwxNF04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="yp0S4EeD">Heather Joslyn</a>
</div>
</td>
</tr>
</tbody></table>
<br>
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<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3ntW6q8y9d4B4yh7V4zh2r96ZLztN1KqtBGlmXfXW97PLNf5p70LKW4p0b7n4kqKWYW3n3kfM1TpY5pW2VyFPq6f4K6kW3vxwSW1k_b0SVVTV--58tj0qW89y4JS43Kvj3W8Qw9qB1kTx59W7HnZj08BpDLSW5Cq6L-1QG915N21nhWlgNynmW8nnnrZ11Z_BzW1HSSWm8xxXsFW7WPC4s863DFfW6DR2CZ8tFfHMW8x9VhD3jFjr1W6D-htM1M1pH1W1R-HzZ1wZ4qTW3Z0Zbn3sBCm9W88tf5y1ygp5kW35tZLv1DqvWdW7p-mx45ZzG3RW7PHH6s62qJgdVX38xv2px54kN5WX5wCd3J_BV8hqm25vzZnTW2248Bp1VxJgbf8JJqvH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="WdJmlt1e">
<img src="https://cdn.thenewstack.io/media/2025/12/a7f7a384-for-thumbnail-11-1024x576.png" alt="Featued image for: Do All Your AI Workloads Actually Require Expensive GPUs?" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3m6N95KcdZT55nXW2Rmq3-1C7SLqW8gBTdP8M8WdDW6jDfLT5LGKwVW2XJ2nq4F74WTW8gpHmQ6kJ3fBN5Gw7X2f1nWGN1FkV4NNT_qRW4nRkC35Llq85W2CDRRl3kfGdkN8Qn6nc-gww0W6rgQ5R5YZ2wFW4z1gN56_80YHW7q0jfX5JzFhlVykZrc2GPMVlW2D8blm8XTGv8W2m5dK49fD1gLW6FZpM-6bkv4MN2RSlmSNqntmW3LLZR269_xRDW7lBlxJ7xkdsXW4rXVpS6wMFVYW3y8Rp-8lwhYfW8Fz05d8616d6dHh30R04" 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="tnQX6L+O">
Hardware </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3mKW6K45Q254cqYLW8cvpKR26grcSW27xn543mdSh9W5Txk1_8_GRSXW4VMJ5081Ncm8W8FcMZM5GN8qGW6MZNbd1bxHsPMFfDtLydw8kVc3nTC7Sn-_9W7SKR7Z4CF5--W8YHbLl12-hSzW96mbgT95n1kQW22TRsz5rKmfgW17YFcW3xrBWQN1Xnl4X8S0vTW8cGsXm4CvZCgW4_YCXg89-fQBW4Jz5Lr8PTCvhN4cLDw8QP02BW2P39c35rxPsMW8pHrds8dc82ZW1gmHjm1R1Pt-W8LmpXG1BvRyVW4Xnlyk8MRJB7W58hTsF3gN4gcW3MPXKt4jdtmSW3hZ2vJ72ZlFJW8G0Qwg2MQQtcW61v0xk60jWSxVRqlNZ8CW3Gpf1NT74R04" 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="k+JJv9u7">
Do All Your AI Workloads Actually Require Expensive GPUs? </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3kFW3XnJSM6gBcKjN1JCGlg11NyHW4SB6-Q8BmqbRW6tsssD8NT0KKW42836w1q_Vc0W7ysW6R2K4F1sW9lNYSQ8sDhbJW6MczHY20Z5sLW8jpH5363P11VW1Fx7tz3HMdqBV5qJJg572xcbW2hS9bv92HcvTN7y8jPTj_nVsW1L9R2963HNnFVbW7zR8kLKrsW5n-rgM4k2284VHQ8lh2TNdVmW5wSWzw54XQKGW418bTj2VcYqWW1WB-Pg78SCk9N3lBGs6vljxdW8G1FV16BrZz2W6nH_v_7F-SKMW3W2BxN6psVgPdgjFFR04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="3R5kSJmY">Heather Joslyn</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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3nBVFZddr5vj2g2N2zgS-Z_8XTgW8Xm4x46wm_VCW6wbn3q4QCw6DW4sZhJn5f1b_fW8sKqwC6vxxBKW2TMTyX66KW5JW2nPnZs152CY1W2QRm6T4rq2lKW2BWvpt20rx0YW50YlT01BCGVMW5Y41X-552Pv7W1z4yBS6KrQslW5x_tr12K-06zW4gQkt16TSYkhW8G28ff7kzDsBW2FCmpJ1HBdQzVXW0Xz8T3SW8W4j-K3D4QYyXgW2n14N72r1lfRVNLWb81MjQ3DW3qTLW33jPzYZW3kJjxG7SvXW0W7ccW953whlhpW1pb_Zz8glwRmN6101q0rYRC9W6YTqNj3xZ_jQW3PrjPS3Vbp5tdLykbs04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="5/IEcIiD">
<img src="https://cdn.thenewstack.io/media/2025/12/ad50a7fc-airplane-1024x576.jpg" alt="Featued image for: The Smart Path to MISRA C++:2023 Compliance" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3kZW7sTPH64p0k6ZW8zDXdq1qvL1QW4mVXzB3jRm0_VQRHh94LwJMsW5vFQXm5x9s1xW1kf3td73qWRyW1KSXnP5knRhqN7Yf-2ybB2ZrW7jK-cr2fYvZMW5LLPQT5YB74fW8t8q8n5rkh95W90Zcrf7zWtpBW7-6C6v3GsSbPMpWdk6YMv77W7sDv167-8fGxW2nZfBL3mvXhrW4dl7D_2Nn3QFW2y2n4847HKYrN5t9GNg2RtKFW2mZwH84YMrqTW9hnHnJ7hg_ZQW3-QjL05M0n60W1Q4-4r2qBj-lN8rxg1CKGGjxf7yYlZq04" 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="TS/q7bOT">
Compliance </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3qgz0W8wLKSR6lZ3kMW1g6zF37Wm6TlW7Z59Bk4Wsm9tV8PhSt2DwMbbW7-wYMr7ScZ1pVXflTN2lh-zYW3VqjC86FYhmgW6nB2sl4HLTR4V3hYvp8pjbWQN1M4J2DFzbb2W48-8SP22xFWXW47wQsc6ql0WjW6Jg5VG56GbvvW25J9v38TcXRxW3W0g8m1RJmjMW7v_yLh8WWHyfN6Jw35gKcSdnVSv6BV1WlNNcW2T7y9Z6g8q95W1JCj6-62wGzGW1xPQkc11cP4-W3FG_QK1hBKc8W2wkTWD8RVZyxV-4rXW9lFlpvMMQ9rnlqJVtW8YwZ7j81sd4KW704zC03W0MgYW9cXWkP3l1-7nW520GVf7mghRqf6dw7kK04" 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="5VlYCpaC">
The Smart Path to MISRA C++:2023 Compliance </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3qgz0W7Y8-PT6lZ3nvW3qKxSP44Lgf6W81gScw4Ys0lNW5WJQRL5Lm4RcW1d4y544t5cQvW5nVG4l4q0yNLVnZrHx94T8qqW1pj9wW5X9QlPW38fKP41FqgT6W47LhGp29qC4VW450Ptp8pGS1_W8GP2j_4M9XB_VXgXjg3ryJV7W3_J72g3ngLZYW1lRBmY8YH0TbW4dpXKv72t2ZvVRbj_X41fSncW7LjP8q5y2K98W92zQfc7NLrwhV65xlb4zqHSFN6scsT0QDw_5N7gSfwBBFhRrW4Nnf7Y7Cf0dZW38YYJJ3BYRvgW7g8pNT7rJRrTW8zdgXr5lW5xGW7bBp-T7YPwxYf1MN_j-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Ean9VKXo">Robert Curlee</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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3nlW8YpRYg7VRJG-W5qzhg-8lWxJpW4GLp8G6K0v50W6ddFKs8gyP66W3PCPHK7w0-3VVpngz07SvsFsW4Wj1bH7J5kX3W1QLRdX2Npv2QN2DtshbqfsddW1nT94s88fWhBN7CNXBdPrpqzW1VXbll2XCm97V8NzPl2FmMNdW8HW_8k6zFV3XW5_2dj61nRSGPW4z57Qm8jX205W8G9jn931mv2DW99WYL34gffmpW7BdRFd85V0glW44P6287m2DJRW3Q2txH49QgbdW1LNgtt4k7hbvW1fxMh64tHrX6W8y3KMN4-r1zlW4S4CdT4MXZ6rW1c-hbN6P-J1lW10l1vC8S3TbgW6krGvm9d3KBjW1g8LPY1lLmtTW8BTvr41K3ZNtdmhFQg04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="9ocMbGsB">
<img src="https://cdn.thenewstack.io/media/2025/12/26e80981-decisions123-1024x683.jpeg" alt="Featued image for: 4 Data Architecture Decisions That Make or Break Agentic Systems" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3nqW6TMgDh1V0MfsVmsVq53Cm_GyW65SG8W90Sfw2W4Pjv0W5bR3mcW6-261t4mFBPZW5k61p07ZF76bW68k4-j4rlS3tW50R5m-2RRSQfW17Fb5H1qn_Z1W10BVjc76CZ1rN6y1R87tjk5mW1Qf2_X3GPkcrW3V-3w289QzqhVCqwy77hy68kW69x4fX3BgpBqW55ft8-8DFMtMW33_FxW1DXwSXW55Rv1x2ld7l3W5p_m7p6tcbvWN1npQX5-pN-VW5vVg-V4G3bsZW9bS7SF2QVBtHW8JKK5j33dqnqW6yNkhw3QxBjnf8C-8-804" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3lyW4LRJKF52gdMdW5CnDJp1-TgVXW5h9wlQ6fMV5sW32RFM88cdJ1qW3xxpwv5JKgWMW9gH5Rb7P2pY1N43scJf3MwxqW8M1CR_4Q_NmtW3l9dLD457dxFW54Tkcj14HrBdW7pqbbd7SJVSBW8TtvSC7z-YnlW4NPRXl2HP1N5W5ZlTnz8Kb0JcW3D21-t1Nm7v3W6cb0237Ly6z4W4qhR6S6vNKc2W8v1rB98-kKrdW9bD3zr335qDgW8Hvj4b165zsCN3pTG6HBGqg-W5JK9tf8XYXCcW3yC5Gf90GmsVW5c6GBp7-TPqWW6SnczB4xblSHW52LX3v1m0-wjW4gJnp16tqdDNW6FWrMJ3G4872W3mg87-5HY6F5W6-qJG93sCwX5f7KcK-M04" 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="Tto+lglx">
4 Data Architecture Decisions That Make or Break Agentic Systems </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3kxW8H3Nd31rDKfpW3dnvxJ7YpHM3N68Z0PwzYxhbW97RY0k4M9hlcW6TpHDq2rGTHXN3x53y_Pn3P-VByWyW70WMDYW6q8LGQ8N2Lt3W7N7_kh88qyBSW3t6sCW7x1nlDW90W9JG3KBWMQN8ccv8xfFhr2W58Z4Cq2R3CD4W9lSfSJ8YtRJ1W3yBfDr42vfmDW4vk800930kWmW1p_CT_1rN68nW5hCY1x4L_sx2W17X_mR1nZpT2W8C46nL8rtHz9W7NmyCZ3KfZCCW5D3cp23TcdN3W4b6RLc83HDs_W1d0hqH2kkr6Nf4QjNR404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="j0TmRNmR">Max Liu</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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3lzW5Mc5mt4RBcVCN5ly9wxkWzgcW3NPDBl7CXpHMW85VpJq7LNp89W3Mz2Fs64hzd8W4C1FfX6Xw6DpN1ywjQwqldpkN3XLmCHlvJ8gVGDn5R3Zzj3LW4xpVsm4vLr0SW2pf9Fb51llYfW87tJy_63S99NW7XgSNF1cFLlQW32f5ZS5rg1PmW6FmMwb5P_gG0W64Xbkk68kwtQW4b_cDf4cphq4N6pH-PXj3RZ0MYVLN_n57w4W1jPQv-99NPkCW3mhMz13wnT_KVdtRpy5CtpHmVbHcPN89N5g3W2yyztK65dS68TpGds98CJYBW7ZdBJx1N33FXW2X2sVS7Y9kQRW4vs6q05wtvSPW1PY44P7NklJvW1t0lrZ8--XJmf42hCRW04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="89007dvF">
<img src="https://cdn.thenewstack.io/media/2025/12/e7613ca2-img_0986-1024x767.jpg" alt="Featued image for: Agent Skills: Anthropic’s Next Bid to Define AI Standards" 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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBj3qgz0W7lCdLW6lZ3mYW2BLSpK57xHW4W7cyftp44y4kYW75Kj5G8PdH3lW8d8YSH5-Gv5wW2761tR2lwVrSW8bfBKY607LNmW7Nn53Y5W6_2pW2HX8lG5My_JRN6Pmfk5KbVY_W2nwc-63ttBTmW5yjhcG2Q2Y8JW4S7fT627YvljW2GNwYd1vZdPYW7q3YlY50spKTW5rZMtg1PQFJBW16y-c-7YskxhW8Tl2yQ804Cs5W8jh0gY3H1PwNVYcCtl5bj-1vW1XhpZz65rsmMW5ZwmMh5Ts_cBW6xk0NH1d9BsHW8RjcGy5T597BW2TPV-13cBs3Df6wnw7P04" 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="BeXWVovV">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3qgz0W95jsWP6lZ3pfW8TCVHl3MZlcHW49QB6g7jTTrzN7F82clT6lBqW7g9YLx3pv9HfW3Zzffv5Y0WVXW2tZBtV6bmwF4W6J2hG36y3Px7W7v4k1_3pVXmvW6jPS1h22L7mQW4FjQcl1S6jBMW5-6Gt81N6rZcW6FDYx-9kT1SvW9cD-Lk2n1QXwW2L-7r021CgXdW5VcZSW5j2vyYW9cfnV73hdG0nW72vjBm45Yd5_W3gY1vP21fy28W97MVrl4B6Nf-W1kHGVN1w93VzW7D1G_v1gspdDW2P1-LJ4fXwRRW2cK1XG1cT5d2W6xx8PK2G7SJxW8-kyNt1JxL1hW7kSmld3JMJDwW6QQn6F60V8H4W60jrGH57R7MHVVtLDw4XmvKnW4lW3wt5-fM0yf81VcbC04" 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="9SvZyLeW">
Agent Skills: Anthropic's Next Bid to Define AI Standards </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/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3qgz0W7Y8-PT6lZ3p_W7GmMYB4tyX08W5rfv3Y5FydSnW5nbMbB8b5J_SW2sjWYQ1MNFJJW19bvSg5SKp5FW4DHHfB5T-X2JW5y95xn4_T7ZdW737bXq5vvJbMW4C7gMs7yhHkNW4sDCCq6CFPj2VmdqFs8CCt69V_pXVb7J_YKDW2Nltqj7v0bTtW6wWRDq575HFnW83mZ-930YbFhW6TQDKX1qx9XbVB4WL562DGQwW2XWCzy7zNnkPW4ZfyQc4F4LDKW19yxxp8KZn2RW4fSc2f5x-zhmW8ZW2Jy4yKTYMW4f3MVq5PpZpHN6Th2rwkRYxJW5JmyxG3WSd0WW94VpSt5rR8Bsf5g3d1l04" 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>
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</tbody></table>
<br>
</td>
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</tbody></table><br>
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<h1 style="font-size:24px; line-height:1.1">Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations</h1>
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<p style="margin-bottom: 1em; ">Written by Janakiram MSV, <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBzq5g8t6W5BWr2F6lZ3mgN65fXmV3Kb2cW4KJ810210tKzW4SKTP44RrgHTW7LKJQM16kXB_W5hNQpX6jrbhgW7T84y498_64qW5gJCsZ8plBD1N7hPvCFVzzSYW11sCLg4spSQvW2992lQ5JP53vW4N3mKS30B6bwW6L8m4p46kB7GW8HwXk66DZjvrW1Jb2l52TMXVSVKLRHL6n2Z4ZN7SxN3z2b8QzN8GXPgVJkTXPW3JHz0S2Zlb_NW9k3b9M7V9cG7W4wNSQ883H5bfW4Nk6_m72qbGCW9hfBn56fgRHYVrXK7D3YT3-cV3HBJD162_pqW6w5ntz3G3GcTW7ZWpKZ5kGPKSW2gwKx-6dx8MyW8PhQT06BGdBlW1m9q3S6vdNHDW7w11_t57k1s8W6Jlsd51Fs97lW7L-ypS3BCgYxV2Rmw-141B7-W4xlfvn7YgpB2f7gDxXF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="JfL5zpvF" target="_blank">this new eBook</a> focuses on the growing convergence of virtualization and Kubernetes, offering actionable guidance for IT leaders and enterprises planning to execute VM migrations.</p>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBzq5g8t6W5BWr2F6lZ3p1W4LR6j22nv313Mjq7j0t0KkFW532sGw3Vdq5zW4nN50R184Y9mW51WSV71Yt20TW5BXcc87h6sdbN22kvwqzFPZhW2FdN2H1xM2m1W6C5ZCB3FjKjvW7Kk7ZL9cxH5kW9hSmdk5gpTqMW1nrg0Q2Q4JmzVSPK5G197JdDW7Hl4jV6HgQq9W5gFDdx7MzV9xW5NsnH_8-nDj3W83jmJb4lQD3hW2dRL6s9jwWpjW4wV1dQ8HxH1hW1Lc9Wh4Mfs2nW7zsLJR5r6MZGW3HG7Zj5R4vvvW7JhXSQ2vqrKyV18JY730_TpJW4tYwWd1-xmmLW1YkSQ77qndZWW4Pjbvg83YmCqW1k4H7l6Q01NTW8TZDNC67n_YyW6Jb7Ns7r2mwJVWNMfV5kTjrhW93vfsw1RrqyfVMNCYK7HrRyQW5Kx0R_1bLX2Hf3zFNH-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="xPN8K69P" target="_blank">
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GET YOUR COPY </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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Google's A2UI Offers a Cross-Platform Standard for AI Agents
December 19, 2025
Google's A2UI Offers a Cross-Platform Standard for AI Agents
Today, TNS Senior Editor Richard MacManus reports on Google’s launch of A2UI, an open source project using a “native-first” approach to build agentic user interfaces by sending declarative blueprints rather than executable code. This strategy distinguishes itself from the web-centric iframe sandboxing favored by OpenAI and Anthropic. Richard explains more in today’s post (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3gP0xW7Y8-PT6lZ3mBW9jCght42LDFNW4jfYfQ3LcXl5W13RxYK6Vnk6_W4t2Lf_8rzH0LW5XhvGf25cJdlW2HvVTH9dmXf6W6bDV8P2RcXy9W6VFLQz9c80W-W5CJtjp4zLXlfN86L7qxSTJjkN7kRkMT2bGv_W3cx60-6qNZdPW6DDrsZ7NmGYRW41FH_L7tr_BmW3pPVL82ycGhgW4XwHnz1dRhgkW7sDKKc5yYdcYW3qJMbv6Q1qMtW8nCJ6C4xDgjWW6Qrl2M79RcfhW4FKy9g7f9N9_W2BVQ7G7T3Lz0W3MpmKR6Wdr4zW7KzytT7jwF4LV36ynJ7phrPBW5Drqf34X89j5f2YrMX204 ) .
In other technology tales and tutorials from TNS:
- A product team led by FinTech product leader Raman Aulakh anchored a global payments platform in OAuth-based identity linking, thus eliminated manual data entry for hundreds of millions of users. The team’s work allowed payment instruments to appear instantly after a single authentication. Check out this contributed piece by Raman to learn more about the technical hurdles, the solution and the lessons they learned along the way (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3gP0xW8wLKSR6lZ3pCW635rFG9ghVKQW91dch46rK99SW3MhlPf4tB1cqW4kVX3X7CsnHCW34ZK4354gzt-W7YVKKl4P7tC7W17-YS-6yFFltW2MqS_01LWP76TMgff7pDqcQVq1mY25zSvQFW33T87d42WvgrF37MrYjWQBlW2Dhr3378tz1NW47NxRb5vKSJ5W8Wy5ck5lW8YYW5ly7LZ5V67BLW61bS6_1-nbqWW4V859k2-fhpbW5T1rhz5WmG8KW35mNF38gTC3LW5cpQ__7KmwlXW1Dd9Mb1mC7-sW6cPj5H2c75VrW27dLsR3Vp3p-N1mQ9jZrjkNHN1Zq3Tl2kSM3W6qHhRN6QktR-W4Vlf5b7MmdWcf6lpDHR04 ) .
- Paperless-Ngx is an open source, self-hosted document management system that helps companies centralize and organize scattered or non-existent technical documentation. It uses features like optical character recognition (OCR), machine learning taggingand full-text search to do this, according to technology journalist Jack Wallen. Today’s tutorial guides users through a simplified deployment process using Docker on Ubuntu (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3gP0xW8wLKSR6lZ3pyW2N1frk5NXc-BW4gZmlC1j48t2W1Z7QS_7WffBpW2R56SG5p1rymW713m061jm5ZpN36H84XHQQwtW2pW_7k8pTfDtW4h67zd5DyvKgV_6-3M4B1n--W2w942R8H9jh4MX_R2cb51qNW2XCM4s8M_C9LW29760W18DS5YV9rlrR87Y0VXW3-YflM7X4D56M4PnRMVNWTNW7Z7_Kd14jhncW1KT4sz4kr5gwW2-NVRc5Zhp1DW8PQK5t1zWRGLW36KP596RtgQXW3l5LFY8Zqb9yVT78G55K49rpW38HkZS5LspbmW3J0SD22DC4ybW92zrBk8kpTTtW3bRzNd35r0Z6W9hp1WG4fB584f8yNs9l04 ) .
TOP OF THE STACK
From ETL to Autonomy: Data Engineering in 2026
Featued image for: From ETL to Autonomy: Data Engineering in 2026 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3mMW5hSNb41pNFKZW90vV2z2tRDhKVfBZRg1k_pjrW5r2GGT1RjYB7W8C61XP6NvDQcW97Q0637BRjz3W6V6cpc2T1N7pW169YYm2GY732W43Cj_Y6WYtSkVGxrG93GtKfLW8m53gy69hNsZVgXvmG134SXJW3hTjn23mgT0ZW4s1ggQ8-2GdJN3Dv4hSZc88bVLxttn1Pzsr1W6v4gw61xJGqqW7lFbLv844m58VLtDSC837Gj9W56NK936SXzhDW4fPwzF7sCD_JW1xSrvv1yD63-W6D1kq911XjhWW2RWphK1-XZNQW50TK8F4p2wrDW2MHF4C5KrHPGVlm3n75MKpJLN5mY8dY860YCf6ghcQv04 )
Here are five predictions for how data engineering will evolve to meet the needs of the next year.
Data engineering is being reinvented. The discipline that once centered on building and maintaining pipelines is becoming a more strategic role in which engineers architect systems, validate AI-generated code and play a greater role in business decisions.
Two forces are driving the change: the ever-growing complexity...
READ MORE
Author Spotlight: Heather Joslyn
Heather believes transparency is key to real tech storytelling and that case studies should do more than celebrate success — they should show the messy middle. In this article (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3gP0xW7Y8-PT6lZ3kqTvT0P6zMd46W4pXt7r5Yd7kCW8gPsh_96n0LpN57hNnZb7Ns3W6mgKp53JYFT0VwhD8w2BVLV5Vl0Z3b3DrLYyW5W5bDb5kcxl6W25QfSl2946TmW160k0v8fD-v1N15NGMnjv2TGW8_BfJG4PX8_nW9bwdT47w92_yW5DcRs-7bZSKdW5gQgV57cRqg2W1CQXjC4jFWPLW42F5p_5R41XsW8CCPyh1ZMM3NW2kWCNF3LmnKDW5mM4178FsmHLW4nG-3s2DXW5-W4_Z1NM2x44YQW8C1BLV3hZNy1W30Hzvn70gyB2W7DcK571CrW_hVgcv-D8Y6q9Zf6f3Hdj04 ) , she takes a candid look at failure, fixes, and lessons learned from DoorDash.
READ MORE
WHAT ELSE IS NEW?
Featued image for: Lessons From Building a Global Platform for Seamless Payments (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3prCCW95jsWP6lZ3nTW7wff0L5PB666W2WWrL25hcRpyV1c7wm1B0nLBN5Nj7Pl9zG_QW7ccjgM3lxNDBW2HK3B25q5WNSW9dq4qr6G4LxkVfy7K92n69SRW94yvSc3WFjnzW45Xqqh4n6H42N213Ch770k14W6--Xfx16dGxcW7TX5kw1F_CprW32dW_37TGlmjW5NbHLh1Jb1tKW5t-Wd83v2G6KW6f0Wbl84DQf7Vfk0Nj1k39w0W7bqg3Q4907bDW5sZvKF42bVrTW2YLbpD68nd4YW9jfWWk2G6rxyN6LJpxH7JK43N24QNYD6mC1DW68fV6J8cdDY6N2BX0PxXwwMRW96cGC57x1l16W87_ZNP5JBKmWN1nwnhxzrKw_W19r9Br8rGL3tf2964MC04 )
Lessons From Building a Global Platform for Seamless Payments (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3prCCW95jsWP6lZ3nTW7wff0L5PB666W2WWrL25hcRpyV1c7wm1B0nLBN5Nj7Pl9zG_QW7ccjgM3lxNDBW2HK3B25q5WNSW9dq4qr6G4LxkVfy7K92n69SRW94yvSc3WFjnzW45Xqqh4n6H42N213Ch770k14W6--Xfx16dGxcW7TX5kw1F_CprW32dW_37TGlmjW5NbHLh1Jb1tKW5t-Wd83v2G6KW6f0Wbl84DQf7Vfk0Nj1k39w0W7bqg3Q4907bDW5sZvKF42bVrTW2YLbpD68nd4YW9jfWWk2G6rxyN6LJpxH7JK43N24QNYD6mC1DW68fV6J8cdDY6N2BX0PxXwwMRW96cGC57x1l16W87_ZNP5JBKmWN1nwnhxzrKw_W19r9Br8rGL3tf2964MC04 )
Featued image for: If You Need a Documentation Manager, Paperless-Ngx Is the Way To Go (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3prCCW95jsWP6lZ3ljVDcfv44rxST2W2m_MrF2XFxkrW2dy3NM3qkt28W2Vhtg13W3wnVW10jMKX498XNtW2GlqSs5vBNGGW6sdCbY1lnmmwW4p0x9B73b4NNN2LT_VGD-Z3gW2sQKFL21lmblW8P8B3G9jL_h9Vc0KGC6NYX1PW11vd3f44fdG9W5QFMC64v-HYkW4lknfK7h3JY2W6_jwKv81r5Q3W5TwlbX97dKMjW6q65NW7g3NtVN1hNDGHydVT_W3WpZD734DpKBW7xJStl4cYJBcW6BJlZT51DRjCW1tg6nJ6yh1JYW7zp9JN6JjLbgW9l8kYf2dnxY8N33D_Q_bHMTRM-BJ6cJSVplW8JSXr56L1FsSW3XzrmP6ggYg4V2Z2lM5M6yhLf6LfLCx04 )
If You Need a Documentation Manager, Paperless-Ngx Is the Way To Go (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3prCCW95jsWP6lZ3ljVDcfv44rxST2W2m_MrF2XFxkrW2dy3NM3qkt28W2Vhtg13W3wnVW10jMKX498XNtW2GlqSs5vBNGGW6sdCbY1lnmmwW4p0x9B73b4NNN2LT_VGD-Z3gW2sQKFL21lmblW8P8B3G9jL_h9Vc0KGC6NYX1PW11vd3f44fdG9W5QFMC64v-HYkW4lknfK7h3JY2W6_jwKv81r5Q3W5TwlbX97dKMjW6q65NW7g3NtVN1hNDGHydVT_W3WpZD734DpKBW7xJStl4cYJBcW6BJlZT51DRjCW1tg6nJ6yh1JYW7zp9JN6JjLbgW9l8kYf2dnxY8N33D_Q_bHMTRM-BJ6cJSVplW8JSXr56L1FsSW3XzrmP6ggYg4V2Z2lM5M6yhLf6LfLCx04 )
Featued image for: Agent UI Standards Multiply: MCP Apps and Google’s A2UI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3lzW8RWg7x9b3vfwVfR9_R7BwL07VdxHbl70D0ypW10jZ5p3PrQ8zN5dDHTyQzg_kW6mf3tx44kHkYM1j8MrBLgkyW7pYV7Q3dnfk6V_Jqx97j3w8TVNnrTg5BLdzzN39c4KG7dymRV7gLdW4z8GTjW2l_1kH7QR-7xW7LVJDV5XdS9zW36FQzb88Fx8PW4Q0JkG3-YXkKW3_NYr05ZPr6MW1N3xwC8Q5X60W2P02Xl5MXVSJW8l2f9j4m0wNBN6Xcln09RKL8W3XH5Qb48Ps_cW44RgXB75mvpsMjkSZK873YqW9g6q1W1Ph8KWW76gzHN6SkN5dN3cfqZF8SryVW8zrH127X_jQLf6lcYKd04 )
Agent UI Standards Multiply: MCP Apps and Google’s A2UI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3lzW8RWg7x9b3vfwVfR9_R7BwL07VdxHbl70D0ypW10jZ5p3PrQ8zN5dDHTyQzg_kW6mf3tx44kHkYM1j8MrBLgkyW7pYV7Q3dnfk6V_Jqx97j3w8TVNnrTg5BLdzzN39c4KG7dymRV7gLdW4z8GTjW2l_1kH7QR-7xW7LVJDV5XdS9zW36FQzb88Fx8PW4Q0JkG3-YXkKW3_NYr05ZPr6MW1N3xwC8Q5X60W2P02Xl5MXVSJW8l2f9j4m0wNBN6Xcln09RKL8W3XH5Qb48Ps_cW44RgXB75mvpsMjkSZK873YqW9g6q1W1Ph8KWW76gzHN6SkN5dN3cfqZF8SryVW8zrH127X_jQLf6lcYKd04 )
Featued image for: 5 Incident Management Lessons To Carry Into 2026 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3l6N5nnbgNJV4JcW6ftXcy614Gb6V-Xpqw138XPvW6-sRpp4wH_rkW5YCDbg5FBkwpW79pyZs20bBZpVdPnkF3JPnj5W6Z9z3b5ZF1HZN4g0Hvl9Ls7sW6RGs5f3RW80WW1nlpR93xzFlFVktC-g3Q4FyfW44xYt_660wgNN8Kg7KdwYNTfW4Bq2209jGWXLW6132PF3PKy1wN2Y_tp0nL_-_W5SMMdD1s60VHW2VhwjK3z2YF_W6wMs_2458ls5W2z0HmH4H0BS4W2p9-RW8ss4bqW2b5Mbx7mBqRtN5Mc7l1bXJk5N5y27cxZ6D6fW7VfkS15BC6S1W4GP-m92jRn9cW5hYQkR38fPZ9f2LvCZz04 )
Featued image for: Tutorial: Add TLS to Nginx Gateway Fabric (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3prCCW7Y8-PT6lZ3nJW5ks9lz2YSm2tW6rzd8P5Gg6vpW5Dxbzx38pk13W57WCHW8jQH6CMhkf7wL90DQN8ZzHtLxZFkWW6RvWsd6hXw0xW8bYZ0L2Qw4k2Vy9bkH96FDFSW638n_K1X8YtYW6g-CRn5YvdS_VS0fKC2-pBkmVDS3zf7-mJ3dN4R6sXhq2wHzW2jDrQ21MTCDQW6SXYqt6Lf7ryW3SR8vD8jsnhvV8f9yh8Hj8zhW6RPSYw57r0VTW6HCXPk1m9vRbW2P0Cfg846_h6W5TcZTk4FlY6BVHPTnz5xf0ttW36xg__5FhSRdW3srDdq2cSBFqW53Ff0p1S7Qkqf3pVPNv04 )
Featued image for: How Nutanix Is Taming Operational Complexity (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3mKVCmxL96w86cyN8JtpyhRbV3BW1Tl5gy6nPFGZW2JnQYv2hrdcGW3rPtMm8n2NCrW4MFNbl8bgzMkN1qWxnp8y9YkW6_WcWP4vmw7vW405zFx2mFXP5W3Y0SNB4K_BLpW5m12m23QFXWkW8gQSx06_zm5jW8YZQVT8DqcYRW8DV72P4zfRd9W2_QW5r8M64_CN5vWSqpvsPjPW6R1GxQ2cqP8gN2K7PZjV6k4fW2WD8nQ7Jvb89W7DJqjT6cCg47W7XHl4W1MSpqsW909Cf-7ZhCqYW3n8Ltm68PWGJW1sbb-f2NjCH7W3Lgt_v4SPlxzW8MqbKy5rRm2WW14KKBV3g-JcTN5QMWR24qWfNf6ncgxs04 )
Featued image for: Do All Your AI Workloads Actually Require Expensive GPUs? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3mQW5rYGyc2dhqfvW5Vhs0b1JJ8l1W3lWfKK4Zs88TW7qrBtb63fF3WW4ZSWrP2x4sklVl6k4C4v2WQYW766BYN391yNYW3_9Sls8LKwlRW9kKyqM8bt9cCW3sscr62zqK4vW14fJ7r8NryPcN3XFZGbWzKzwW4nJlJ84_yG_4W7M1dPH8WdFGpW4qQ-kl3RmNf1W4v013s3BtGHrW4HLBY18Bn565W8LzpS48ztzcFW4FwdXD9hnD48W5vcs-S2LRnr7W3gJ-L_4qP7DbVdl_px7hxzTtW8lKJrK1d2VDYW2Z03Tr2JSHXCW7vlPSF82BJjRW1y9rN14LgDLdW1jJC-m1WdjZjW1f7rqk93zXDjf45zvn004 )
Do All Your AI Workloads Actually Require Expensive GPUs? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3mQW5rYGyc2dhqfvW5Vhs0b1JJ8l1W3lWfKK4Zs88TW7qrBtb63fF3WW4ZSWrP2x4sklVl6k4C4v2WQYW766BYN391yNYW3_9Sls8LKwlRW9kKyqM8bt9cCW3sscr62zqK4vW14fJ7r8NryPcN3XFZGbWzKzwW4nJlJ84_yG_4W7M1dPH8WdFGpW4qQ-kl3RmNf1W4v013s3BtGHrW4HLBY18Bn565W8LzpS48ztzcFW4FwdXD9hnD48W5vcs-S2LRnr7W3gJ-L_4qP7DbVdl_px7hxzTtW8lKJrK1d2VDYW2Z03Tr2JSHXCW7vlPSF82BJjRW1y9rN14LgDLdW1jJC-m1WdjZjW1f7rqk93zXDjf45zvn004 )
Featued image for: The Smart Path to MISRA C++:2023 Compliance (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBC3prCCW7Y8-PT6lZ3lWW2ZD5nY7PjXb9VMd7x65nw-7MW4KTNz31pXXBkW9kkHY31TD4wlW4zZTRy3Vc3_7W6QXHrL7dYdlnN4wK6PlnRdjNN5wqgGTkFS6cW4g-0Mz366JldW5n55Q313W-r1W7vXR4c2c6spjN3dYg1LCcQdcW8zprTq3FXsyhW97T1GQ8fdqj7W8rYLtW4WDpvZVJzr4V7gWtcCW70gSQD4Hx39gW5kyFBW5ZFCsxW1KWxqf4BfK7SW43sPTh8yxkwWW4hy0Hm48CKtcW1Zc_TW8vlFBHW3qq4L72F1c55V8XHnk7k4WjGW162MdZ6-d-NsN8Vp4FxqJR-ff4hyyv804 )
Featued image for: 4 Data Architecture Decisions That Make or Break Agentic Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3prCCW95jsWP6lZ3mKW1npc771PHhZ9W3zsfZx3fGHmwW9dyMC_3yDHc9W2NLQvJ2VKDmVW4k_gfL7D4hHfW1mQByG1CW20HW7Pc6qp3q58FvW39wnzK2HbKHlW22_Gs-85jMN4VDSH7W73qKxgW8wFnwN8HF9J1W5FgNXY7W7ryBN71shwthMczkN1Mpv75ghKTwN65Y2S4Tr_SnW2PsyL83Fxtk_W7DYn4H6Nb6mLW37gnvw5h-tdFW1Rd3W21Dt_JhVBSBhr8_3X3JW4NqTby3NNYJbW1qR0G22DSGwcW5T5s_C5KXjDTW3RlVM29l9mzKW83LB-020g1vkW8lppwZ4V9zCRW5CJb_w6MHNTWW4VpTYx3_QxnDW7lw1fz5KlQbbN7fFBf6XC2g6d4RK3K04 )
4 Data Architecture Decisions That Make or Break Agentic Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBCb3prCCW95jsWP6lZ3mKW1npc771PHhZ9W3zsfZx3fGHmwW9dyMC_3yDHc9W2NLQvJ2VKDmVW4k_gfL7D4hHfW1mQByG1CW20HW7Pc6qp3q58FvW39wnzK2HbKHlW22_Gs-85jMN4VDSH7W73qKxgW8wFnwN8HF9J1W5FgNXY7W7ryBN71shwthMczkN1Mpv75ghKTwN65Y2S4Tr_SnW2PsyL83Fxtk_W7DYn4H6Nb6mLW37gnvw5h-tdFW1Rd3W21Dt_JhVBSBhr8_3X3JW4NqTby3NNYJbW1qR0G22DSGwcW5T5s_C5KXjDTW3RlVM29l9mzKW83LB-020g1vkW8lppwZ4V9zCRW5CJb_w6MHNTWW4VpTYx3_QxnDW7lw1fz5KlQbbN7fFBf6XC2g6d4RK3K04 )
Featued image for: Agent Skills: Anthropic’s Next Bid to Define AI Standards (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3nkW12vlfd29wkT8W30GY3F1TgB1QVhmXQ63QfNfhV9WrlH1hWvgpW21MfZr4CrZvVN22fvzmZ-lkYW7P1TKQ283MN-W6dQmqq3ds2yCW2VQF6x1CdYTgW3wB3rG8WvQGYW8-ysGy2g_TgbN6w8nKNBdlfpW9cSnVB5jf5zPW1WN_r_4hLMQYW2wtVkm7qt0RQW2M-x4h5KqXMkN1vCZ7lTnC4nW9dDNMT7XfGYXW33fG1Q8QLVpYW83lB9Z3f2cQ-W4G6Tm_79XpLFN2VM5F3M9qmlW88fl-r6_bltBW3JfGWH7Lc8D3W3G33BL1br4qQW8MP_Ff8hflWsW38dpWX2RgdFRW2pQ6Sp7Qqgpcf6t6q4W04 )
Agent Skills: Anthropic's Next Bid to Define AI Standards (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBBW3prCCW8wLKSR6lZ3nkW12vlfd29wkT8W30GY3F1TgB1QVhmXQ63QfNfhV9WrlH1hWvgpW21MfZr4CrZvVN22fvzmZ-lkYW7P1TKQ283MN-W6dQmqq3ds2yCW2VQF6x1CdYTgW3wB3rG8WvQGYW8-ysGy2g_TgbN6w8nKNBdlfpW9cSnVB5jf5zPW1WN_r_4hLMQYW2wtVkm7qt0RQW2M-x4h5KqXMkN1vCZ7lTnC4nW9dDNMT7XfGYXW33fG1Q8QLVpYW83lB9Z3f2cQ-W4G6Tm_79XpLFN2VM5F3M9qmlW88fl-r6_bltBW3JfGWH7Lc8D3W3G33BL1br4qQW8MP_Ff8hflWsW38dpWX2RgdFRW2pQ6Sp7Qqgpcf6t6q4W04 )
Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations
Written by Janakiram MSV, this new eBook (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWKG5g2JrV3fW4Zw0d32PRFGKW37H_hZ5HglV4N2VVBz65fkwKW50kH_H6lZ3llW1vSxyb1_bqlWW2DKZNh1YnCL6W4bVY-s7Hgn1WW4WCBGv1TqYSGW5lXM_71_f5yFW3379sg7pFp7VW199z779hfwB-N5nn-8bbtVcJW4QLVM05ZFnDnW2bF-pc86gkxxW4tBx3c443gHJW5Xcdyw1Z-CVXW7SrJ3m46RT64W44VhNM4Z0z4dW60fB8T1SS5DTW8lJ2S564HZL9W7-nF8z8b30pLW67dQLl6ZQKqJW6DWCCB1NkKQwW1xk-Cp1P7YNjW5MW0217-kLvCVyhc2J17gVHWW3tmwZ757GSpqW7psgXt99TdX_W7N10Np7V4rPWW5sj4H14-RxZRW8Bl5By444Xh9W8qDXL15Fz3tFVK1NY11p5vKKW6XW9TN90XsNtW7wH6Lz55kNr1W4zYsYH2tPl8Rf13cRhg04 ) focuses on the growing convergence of virtualization and Kubernetes, offering actionable guidance for IT leaders and enterprises planning to execute VM migrations.
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