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TNS Daily | December 31 Wed, 31 Dec 2025 23:03:39 GMT
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From: tns@...
To: [email protected]
Date: Tue, 30 Dec 2025 23:05:48 GMT
Subject: TNS Daily | December 30

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font-size: 12px; } </style> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #footer { width: 100%; height: auto; color: #FFFFFF; padding-top: 10px; padding-bottom: 10px; background: black; } #footer a { color: #FFFFFF; font-size: 14px; text-decoration: underline; } @media(max-width: 500px) { #footer a { font-size: 11px; } } </style> <meta name="generator" content="HubSpot"><meta property="og:url" content="https://info.thenewstack.io/tns-daily-december-30-2025"><meta name="x-apple-disable-message-reformatting"><meta name="robots" content="noindex,follow"></head> <body style="font-family:-apple-system, system-ui, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif; font-size:16px; font-weight:500; line-height:133%; letter-spacing:0.5px; color:#142640; background:#ffffff"> <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;">AI-Native Frontends, Signal-Driven Ops, and the Return of Vanilla JS</div> <table id="body-table" border="0" cellpadding="0" cellspacing="0" height="100%" width="100%"> <tbody><tr> <td align="center" valign="top" style="padding-left: 15px; padding-right: 15px;"> <table id="header" class="content-block" border="0" cellpadding="0" cellspacing="0" style="display:block; width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="center" valign="top"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3qgz0W6N1vHY6lZ3nDW7TgSk832dyXCVf_nH82-zbRdW4gFYdY4PcwfsW4d0T-q78mVLcW6cMMjs4zBB7VW2jcGbV6Hj34qW7TLyth6F5nqnW90sfl77tT0nDW2HLTWV6130HJW8sXyVT71H2ykW1W2Kg94T_lShW6b0wJ11Y5ZrfN5zYssnvDCLkW93vbGD8dhsvRN97T-ypqpx-fW6Vdpy1221g0vW8N6bGm8VGvsZW4qNs-C8sWw45W7XWQjf6cT23TW1bfsZK2hBP6cW8f_Sb55x_HZ1W22ZC_s6MV05Xf66NHRW04" 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"> </a> </td> </tr> </tbody></table> <table id="byline" class="content-block" border="0" cellpadding="0" cellspacing="0" style="font-size:12px; font-weight:400; color:#48607a; margin-bottom:20px; width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top" width="33%"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F5nR3bW6N1X8z6lZ3nSW5c7zZy6JX1NnW5NMBWm7g6NKhW5_MvgZ5H4bJyW98sqWH6rkDbxW1klwjR575YwQN3VflD6k2Gq8W2Y5VgP6Mfn6gW5kdWs461JPHdW3B63DQ3jbywXW8bpX7b2XBbSDW1mrL9Q5ZN0CsW7fm7Pg1Gx83tVNqmgR6_8mqJN403xZH-s8LwN5llMlsHwdfxW6z9Cj46zQXLGW3hhNPS5Cbd_PW8LvG5r4p5XV-W5873G38sPtv3W7yj3RZ7QDbdWW69x9vX43xYydW76HcgH8LVYzwW51sCzL7yWX4hW358Gmq8sF3RCW6m_F5l375C2lW6pCFFT3QXC0bW4jr3x44lfD-DW8G_kJG6TP_MMW5JlC-m3wXlp2W39z1WQ4WFBnxW4VGbbc6d5yD6W8gWL9R7v5yCdW5RRZDM3R2fdCW7lD7qQ7X4vjPW77w_9w26lkP1W8TRkHr8H8WfjW1RYnvp6n77nxW4n5Mkq1mgsJkf3X3Jml04" class="link-view-in-browser" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="MRBEUWJH"> View In Browser </a> </td> <td align="center" valign="top" width="33%"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3qgz0W6N1vHY6lZ3ksN4vJRRGtgXqVW5dDshb5r0JCbW4HdNNq4L_lF9N2WZqtmH0LN0W2fM9Kw1vrxB1W98TH8w5n96gvW79pS606WFSgsW7sjQCX3ssywgW1NCchd6R3x_SW1BdSQp98cNd-W4K49pd85rKrxW1MLfDD7rcJm9W8WwL7B1KV6RbN2S1_NrSP2HvW2nVf1-6znkSnW6Lb-hD1VN757N3z9xr1JwC7vN95tWw7yqrx4VYxsCp1p3ghTN8VCRFlQPhHlW54-7wK44GtxDW1v-hBw2pTpYFf3rHqGq04" class="link-together-with" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="AumbZkBW"> Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/12/[email protected]" style="display:inline-block; vertical-align:middle; height:20px"> </a> </td> <td align="right" valign="top" width="33%"> December 30, 2025 </td> </tr> </tbody></table> <table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%"> <tbody><tr> <td align="left" valign="top"> <h1 style="font-size:24px; line-height:1.1">AI-Native Frontends, Signal-Driven Ops, and the Return of Vanilla JS</h1> <div class="copy" style="margin-bottom:15px"> <p style="margin-bottom: 1em; ">In 2025, frontend AI leapt from simple code generation to deeply integrated, systems-aware UI, closing the gap between design and code. From agent-driven interfaces to generative, self-assembling UIs, the web began evolving into a responsive, AI-native experience. Loraine Lawson <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3n-W2hLnPy8NwkZxW8vpVkt7rsyG_W8p9jCl7v2bxgN3xkGv-JjZmGW4JHvRp3GtWjNVBknKD4cf_22W40VKzS4Vs6TYN1SKgXxwHY3RN3tvnM984rRjW8fNcCj84-CGpV5dhtz6RN7gBW7TfdgL6c-WkNW6RtbFh8Z15hZW7NvDfF4FjGc4W9hkg3z75thFrW39jF_V1Y_GGjW8VXFSg5qb6ztW1Pg7zz45r630W2FB39j2WR4NCW1pV8c01_TwrxW6q2NBx7kwYJrW1lg_KT4cxKsCW27kJRr2mgW1fW4bbx9K4WJwBJW2FZNbs6R0MlQW6npqS83DGGfvf2SVJBb04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ow/k/lWM" target="_blank">reviews the changes</a> that happened in artificial intelligence technology.</p> <p style="margin-bottom: 1em; ">In other news:</p> <ul> <li aria-level="1" style="margin-bottom:15px">Modern IT teams are overwhelmed by alert noise that signals problems without meaning or priority. By shifting to a signal-driven model that adds context, confidence, and intent, teams cut through chaos, recover faster, and turn operations into a true business engine. Contributing writer Ari Stowe <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3mPN3tMS4J60fs4N5m-KXlxFfPNW1Dymmg44KBGCW22xvSR5VX6JfW8FnM0S4JClJQW7prqN355PhF4W1MfT5Y1ncqpwW8mvCrT5YwlfRW4ylS0c1tD6QgW1qfDY02ykjXSW39wjfW7Mt9ppN1w_nWx5cqSDW26ftFd76V1sPW6q5bLL88kY9PW5h_k8D6VSXKSW5TK1z-8JRBKDW1Thl9h7SSLb5V9NxHH9dxJ2gW47zLWy6kl4dQW4jrxV73vhJ1RN92TBfWqbr4lW4cMpZ08ktsdxVlGjVv17zR0XW1QgpTF7mYhv6VzHlJ371VgCXW5qqmM72Kp787W4_HKzy83yY_3W4xn7Zz596MTMN7wb8ZFkKFHXW3_9Zs527GZbPf4X_0zH04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+O+BKY3e" target="_blank">tells us why organizations are rethinking the core unit of operational awareness</a>, and why they’re shifting from an alert-driven model to a signal-driven one.</li> <li aria-level="1" style="margin-bottom:15px">After years of framework bloat and burnout, developers are rediscovering Vanilla JavaScript as a faster, simpler foundation. Mature browser APIs and AI-assisted tooling have made plain JS powerful again, turning minimalism into a performance and productivity advantage. Alexander T. Williams <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3nqW5Hw4Ky2cwwlVW41WbSz3w5MYkW1WCmmT7t50kCW3NSK1j7S-dg0VWJZD88zcfkGN7GrvrrW3f03W51T3bK4pFB_FW2zvJxD245JvMW34BkC83mjf3JW4TRgn779M5_BW60Zw0n1dvdY9W35gwqF3kJSS0W9546XS5kn3WJW7YCMP77V_HTtW5zZbcn6mNDjsW5qNHz42jzcQDW29sLL-99kXTGW77Z6744G4Yv4W4cJsRt6LqWcZW8634bx79fHpqW2ZxNYz2WxVRBW7flRKT2KWRxwVS2bxb66nQKxW5gYPfx1cNyYtW1Bs1py4nhYJ0W69pvQK79sPw1W2hD-x_7yqmDKW8DLY1D1FXNHFW9b4zwf99Fmd9W9jY1Ld55PN_nf31cQPC04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="kQFIQ2vZ" target="_blank">reports on how these tools are making plain JS</a> the cure for framework fatigue.</li> </ul> </div> <table id="toc-author" class="author" border="0" cellpadding="0" cellspacing="0" style="position:relative"> <tbody><tr> <td align="left" class="author-image-cell" width="50" style="width:50px"> <img class="author-image" src="https://cdn.thenewstack.io/media/2023/12/877e6dfb-1517451061554.jpeg" width="50" height="50" style="display:block; width:50px; height:50px; border-radius:25px"> </td> <td align="left" class="author-byline-cell" style="padding-left:15px"> by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3nHW70cDbD7hP-MRW6n_tf81p0GQDW2dDVXl1n558PW2tv7wY3x8l6wVZ8fc53Zm-YjW5wNRKH2-hJq2W2WctZH3Q0Q5mF6z8LwF-6c8W2jcX773sMKjMW1vwDmc98tYCpN8fkDrkN_Qw7W4pSXFz1s6J_bW2KQhDN6QbzB8W9fX62K1xQrY5W2srQ6s5wMsFKW5S5jwM50-d8dN8PVLyszn_8NW3ShbD87Mg3pLN98jJsqr_GcYVNM72T1DX6YdW6Vw6Hb3g3R4sW3CmNdd4fzh_WW4s4X_B1jlZv9W2WR97k8jhn4wf2PSX1g04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ExRi40Zy" target="_blank">Michelle Maher</a> </td> </tr> </tbody></table> </td> </tr> </tbody></table><br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br><table id="lead-story" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%"> <tbody><tr> <td> <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">A Step-by-Step Guide To Deploying ADK Agents on Cloud Run</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3n6W6wSCKh1tDTl4W4Z84V327dLP-N2J921NmRkv6W2GrPJp3pC5hsW5pJVd895hbKgW39z54J4PYkmbW3Bb_317XrKWNN8qcyZhr05XmW3GdbsD7BZhZHW7cvW-F1xdlMZW8RCqlM3tfnLyW3x_Rbg6kfHl2W7yCDH21B4B3TW5tLk6P2mvMXsW67j1716W3rTYW1b6kLp2s8qRxW5Hf5z57yRwQzW2NTGgj5VHS40N2dx-j_6h7w7W7-y8Xm1X8j9XW2LrbB_4062GmW8hV15T54pvbfW3GLD7C7gdX9ZVpfrm48kKJwJf4PYf0x04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9" target="_blank">Janakiram MSV</a> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3lcF4BdNpcmbVmW9kqCzf746QXCW8wvV2Y75d4m2W4mdnRq3Y-LJRW6lyMbz1-V3_gN7HGnqWWVgQ1Vm8qGt4N1x1SW9jK8ns1x8XYRW4P7l9x4KFZh8W3n_DbN8LzGmsVPY6wH7ZTDj9W8G9BnL39WDBgVdY1ld49d-QpW73pNr317qfr1W5vyyLL73YqjmVbJqTW7G-SpLMKF1-B34fMBW17dL0k75WS0_W43dvNw5vYJvJW3BsV5_1h6dJ0N9l6mw6r27KGW8ZVKn6238YPfW5mfy1z5r6b-KW5dVBgq3mHsXzW6BPwsK35L4MXW64fMLL1qkVG3W1lc8N693nbcPW22_m_28J9vWKW5VCV7127mDmvW1sjJnz6vn4gTf3lqj6R04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="GaRX9Nyy"> <img src="https://cdn.thenewstack.io/media/2025/12/97c7b265-getty-images-ya49u1qljbi-unsplash2-1024x576.jpg" alt="Featued image for: A Step-by-Step Guide To Deploying ADK Agents on Cloud Run" 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"> Learn to deploy Google ADK agents to Cloud Run with our step-by-step guide. This tutorial covers project setup, local testing, and secure API key management. </div> <div class="copy" style="margin-bottom:15px"> In our recent tour of Google’s Agent Development Kit (ADK), I walked you through the three approaches to building AI agents with ADK: Python, YAML, and the Visual Builder. While local development is great for prototyping, production-ready agents need to be deployed where they can scale and serve real... </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3mmW4_THJ99bh6f3W6gPZhc3dcvJ4VKxgbg5f32cWN8dWFF2-NW_pW3GRFYW7cLrtlW8nZKXL6NLb6dW5qhVdk6XK51rW10Sm9x8zmGjWW6bGJzG6DKGjGW1C40_X67CHbHN76GLRkDxJTCW5sJBp61wHqlmW8F15Fn2LNRK6W2-fXjh5klw-TW6lQQCC5mFQqjW3KcZZq8Llz0fN73YBk-X50H3VL4yF84ZlF1tW3m44gw4zYRtpW6L0T9W5YXC1rN3sZZ0YmMbYSW7gQGp45Fg9Y8W1wb1zM8rW_0LW7McJWx8g-C3gW52-MZV5BBZs6W1SkCXx8JryxkN1wPcV8RH4GqW7KT_mq7dH8_fW34Lm5K89PtcpW8WNg9J5L6BZHf5mSV1K04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="m8p0h53V" target="_blank"> <div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center"> READ MORE </div> </a> </td> </tr> </tbody></table> <br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br> <table id="sponsored-1" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%"> <tbody><tr> <td> <h1 style="font-size:24px; line-height:1.1">AWS Builder Center 10,000 AIdeas Competition</h1> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3qgz0W6N1vHY6lZ3ltVWfSMp64l8YFW7l3jby7NxHSDW8gvztV35FZQBW5FBxC62fY953N5XHzkty0nC6VqrrFH5Xzqn3W45RZr37M82TXW9fY-tt1J0CcjW4LQ8Gr6DrV-qW32r6561-yc2YW6H2p7j2fCrSpN8cPsZ-XF_2tW702vDL2-1Cn-W8m5k8y4wqd4jW1vNvbv4VMHTtW6-ZqL13dzx2qW179Xyn7scL8HW7sR0vY1wrVcpV4y2769l2LSbW71Gx5K60b3WBW3R4yLT5hJQ4nW2jtB0d1Bt4FQf2zCNX604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="MnYTJXhw"> <img class="featured-image" src="https://cdn.thenewstack.io/media/2025/12/b092ab80-catchy-aws_newsletter_awsbuilder.jpg" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3qgz0W6N1vHY6lZ3nHW7j7jxv3dyT-KW62l9VQ4DGT5SW4z_HjB51jLlmW6v1ysR7qhFgKW3B3RWf7SrHfmW6kwd9Q8RWNpjW4wLWx-5T66ZWW16BvYr3ydv6BW5gsCtZ89bCKhW6MJ34S4PCZtDW5ZNVls1mrbfRW2K6Jrk1cs8tvW6rW1LY8WJldVW43VScQ7yk3N_VrVPBx2R5rSHW7mjWnY4c0zFRW1tcqXM8v1_QqW7ZqVvM3NH31LVL7ksD4BfzjpW1XmsLj118TwnN8RjxBk--4PqW3Rdrk895Zl0Jf7NCDx404" class="byline" target="_blank" style="text-decoration:none; margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a" data-hs-link-id="2" data-hs-link-id-v2="3SMyKscv"> Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/12/[email protected]" style="display:inline-block; vertical-align:middle; height:20px"> </a> <div class="copy" style="margin-bottom:15px"> <p style="margin-bottom: 1em; ">Tell us your AI idea that solves every day challenges. Applications are accepted across five innovation tracks. Build with next gen AI development tools for a chance to win cash prizes, AWS credits and opportunities to connect with technical leaders.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3qgz0W6N1vHY6lZ3l2W914kmT97LzRRW1-n-JH7M-1dpW8c_0Ck5v0kPhW1G8pfS32Mwy2W13PzZ88Gn7SDW3-qC0Y7S-LWmVM8cmD2M8W0jW53-4x23VhzZVW4Z63hx7SxtDSW2zVprT736D_FW8pMwt94tKM0SV71q4P5_D8vyW3JmZNK45V1nbW1rPW5W8xCV90VW2lrr1ThTbQW1NSwfH4hM3dRW7lDt1-596F70W7f6-4F4mpfLVW77MFW07lYcMXW4l_J6Q7Nj39GW7cX8wx4K4987W5r9lRS5tVzGJf66Vrg804" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="O9qAzpNB" target="_blank"> <div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center"> SUBMIT YOUR IDEA </div> </a> </td> </tr> </tbody></table> <br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br><table id="daily-digest" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block" width="100%"> <tbody><tr> <td> <h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2> <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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGLZM5nR3bW50kH_H6lZ3kyW6C4Qn31-YQ-mW8ZjHbN3n2b-YW9jBxWh6Flx2xN8p3TnLjhPVgW5m5NT56Vb4RMW47SVz27Yh1GcW1f8Qgv5QGlPqW7YzFwN83Bl1jW7NzHhT3HHtw5V6tJ_H3Jkb63W2P8sYY8HvPX3W6bDJ5Y5TyNX2W3VdXHp8JVM81W7hddn-2y4vQ0W5hnsZG1yc3lyW4HVy0X61JQddW7MtW8C4wgz3sW3Q6S1p1K2LvQVjsh4f3TPWVKV8v1Mx83FN1BW1kN55X3nFhnyW49KYDT2QWTS_W1-nRtW44K7Z8W4hLQzG7gtwj1N7zlWlBFsYD0N101jVp5n2V9W8TNpcc1SYz3FW2yDG4r3ty5nbW6TjLwV4S68LhW8WT6fV8Q-J6yW4yP-9r6yQwbCW6K6jYw8v9l89f2h3_6j04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="V9lIi4G5"> <img src="https://cdn.thenewstack.io/media/2025/12/5c2a9f4e-thumbnail-36-1024x576.jpg" alt="Featued image for: From Group Science Project to Enterprise Service: Rethinking OpenTelemetry" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3kHW3fwxXX4yKBNtVz6H7p7fD4JVW835HG54jd7JkW4xBSQq68hzWQW7Rp29G6mQFHDV1fwFQ6wsKC2W2W5tPQ5cynGHW28h2wT6G3YPjW2gcxmH59CD9HW6_sZm77Dxyw6W4rFNv83MKntKW7sXV2R8zJqZZW5WY9017MhwzfW6mL-TY6n6PhZW6-ZMPv2HfDSVVBgxxG6VndsVW4KHBm06C1z9gW4dh0x_8Tn-9HW153zBj7JvsKbW8PSC1M5FTn2nN7_S686Z6yW1W6K3k0w4pg-rHW2g84X_796pKZW2vQwhg5pgkqbf3cSRZ604" 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="KhZQhUnk"> Observability </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGLZM5nR3bW50kH_H6lZ3pPW8DyFcn31d1GLW4cVv1t5FGMYnW1VTCY18N_gwFW8z4FF7462mHXW3nWnCK9lKHjNW7wX3pg7PGFNsW46fxG57B95gsW3v6yxb8JjTQmW3f3s_K6LjsTxV8J2HZ2P9f3jW58S68c3qQ10tW1rB-rL7n75G_W4_4kfp3zl8tHW4TnYt12JCdwrW4PDxKf8qlSbvW3ZRXTX1fDwK2W5F1S5Z1cRL36W2p1wmk4NjCBfW7Vt0K27L93WdW6t9-Vs6J1tQYVH3kDP38NfmRN5Bgx7MHjMQLW3-9clF4rlw4gW4HqQ233b4DdRVHHzcG8477GRVFk-yc3LFWzkW3G5yK_66vb1yW36ZqSF3psLqWW7DPv0t4C_4YNW2tCGl41hVsFrN6ThHYNjz3vQVZM-tl4YqC7df16c0hg04" 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="azzfT+O8"> From Group Science Project to Enterprise Service: Rethinking OpenTelemetry </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3pJN54l5Vkh_cNNW3nxNr04cB0StW60fQz686DdhKW1tY2n37KTpq_N4z5s_gZqJHcVCQlQW7BbTV4N7R9PXmcl9YZW2cKC868tQbRJW3DRP3r4h5QqkW12SS6L2KPMWqW2B_mfP14ZDnFW9b6dP545vyJQW13FrRp1FdntgW4L-jhP2cKVs5W4-0B1l27vzjvN1Lr0sC7GlK7W3qSx3Z63j_61W80Fvt72BNmKLW33PnDS1dKfnfN13JXFgcNNXJVM39zL5zcyj7VWsBy82PMX6bW2Mxkl23R68WjN8_TQ4YnB7BVVKRThv91hDQ6W1WF1nt6-ncZzf4BFBs-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Nc5DaG4e">Michelle Gienow</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3p1W2SCpWP403Xc0W7zyMtR3s1Q-4W3DCrnm8bDrwhW16KmqR75w6_XN7t92Jv9Pz3wW6wQJHx7mPMhXW5_L-fT7Vbl08W83MZBK42-QbLW36Yr8T8SBmyTW8qPcF27dt5bkW5ghQMN4GsSwSN8DYW5jL6vmWVX4B7H713XyPW1ywmTG1yVk2zW50lJMY6XKkCKW1Pqmc75tNNmbW6KjLqR1T_Cq4W5Skfp11X6hRCW7hmRf01NPjYCW6q38Dy4V3lL6W2X9b186fnsMCW2B2m677LbmByW6C-jWq6nzCMYW34kpZ98sstQ5W48S9B86YTGYDW35KfwF2HBSgbW7jBrJy8gC0ChW5fW_mx3QxShbW7sYTGW8vjtZ3W6R-MRH4Sgxt1f5cZzx804" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="JL/h2Qkg"> <img src="https://cdn.thenewstack.io/media/2025/12/d386d6d3-lifeline-1024x619.png" alt="Featued image for: Stop Drowning in Alerts: Why Signals Are Your Team’s Lifeline" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3p5W11Hrzl4ykXQRW781vbq9gmR-sV2jWcG7vJFd5W3jLShQ3SkqlTW2bnqZw2TLNYbW9jn5vk1F5VwhW4MRV8W4KGBQjW3RPp_K11dDDrVnFXjD9254tZVqnGN87TT_CCW1S_Vs12DSTW-W374TWq8l1LyGW137d089d9M0pW3g7j9C8xVxrnW2TBpl37Zws-4W5BqP1h2NwM3lW4qZRch5K88B3W1Js7zr3Y_dY8W5lSsy53kSQkJW98sB2s6yxkQnW3rSz5b87MMqmW2ZC3Qp8PNMFLW71KFTK4pqQVwN8bGRJ2txP-8f6B7qvn04" 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="G0c6DM0R"> Observability </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3nSVC0X943jTTvvN36Pf7KtbnKmW1bnBd62gSS58F3yJ4ZWBml2W6YcMYT10JKwQW1GSdBy3jj1r7W31H-qg2wlkLcW43jYqH1WFPGNV5Z1GM1h1yj-M7R-x096jG7N872BQVg7KwgN88Yj-zzhBnVN13Nh3TjqY9GW18pZNg2pfJsdW7Sq7Qm1sz20NW5-X5GF1sbHX7Vz90RJ3m_yKlW8xC5MS17-PSJV1vw3x17K5cTW37Q1BW5cJF0JW6SrY3x7xxwQyW5Sc08t27N9CgVh90lG10B_dVW4qPQW889MRR9W4Mg94H3YtNxPW4hK8jP54lylhW9bd37c7ykQylW40RhhZ5hc5PsW17z2t84GKLZ_VTZnpg75XjWKf9k97JT04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="y7KPRgQD"> Stop Drowning in Alerts: Why Signals Are Your Team's Lifeline </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3ncW3Pwsvp4VH78yW667yQB91cHNLVshd8B3ND-WzW79W9T83_SX1-W2Nnwjc86nNpqN3sVnzR8k9k3VsxgR-2yW0spW5D2Qj86_m2DHW37sNxs8r5tQBW2xwy5f6-gb8fW7C3k_z4V2JBKW77-yWn25bKFDW4trpcz6Jcnt5W6lStVb5Zg8J7W7r09Lm7r7KlyW8_jfpJ3TvTsSW71yfZX3x23W7W4vVSYm69rhfNF2Y24_WbQnsW4FKybT6dPkJRW1CZMRW3FZ1BsN4GR1gW4RT2fN6ygW-7M4L-HW2-GlJq83Grqjf7srnZK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="uBska7nt">Ari Stowe</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3lGW7rthGz1xyPh5W7DDDLV7S2qXpW4pJMYs5HZk-HVP-wCN5_x6jkW5CCBt69lfgg-W3kv20S8glzkwN8jsMDn1m6vJW7NNrYP7fw8XXW8k7ktz39cDJHN6-073tmjF5vW35X1l_6S00DpW4jk-8d60lJ5dVlhbPM1SWb8NN67DHJgLWSftW5Ckgf195_7hzW4GDVNz1rtQ_XN5bc5CBvwLHcN7hv8CsXP2q7W7T8QmM7SdPjZW8WJfhP6MyyHnN5lcpyjdkC1SW6WwMsJ5Ly0JLW3gfSy136NBVXW5nf0cb98MPY-N4R_PjMXDnG9MJ5GBn7CGClN7Yc7D5fVD9TW1MBjPq9lfcNJW1RlZm17CzK6zW3LMFnd5QsSClf5Dp6Nv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="QGNiANAu"> <img src="https://cdn.thenewstack.io/media/2025/12/1250a8c4-getty-images-p8d2uxktimu-unsplashb-1024x576.jpg" alt="Featued image for: Why Developers Are Ditching Frameworks for Vanilla JavaScript" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3kKW5PtwWm2KLrGHW78YW5b83zx2fW4b3Kx3929Ty4VtxPdP3VmS_VN2hSrFvxjK18W1km5qR92qLpmN8h217PpvxyXW1nnYKZ3nDccQW5zg5nJ8VfS-PF3hmXk7cSkvMbTFjs-LQL0W2xF3-k9hhHvSW2n-1Vh9bGr7mW7XMlv-4k11h3W3T5XBN331mdmW4x8Kdz1s5zQMW6qXpxn92zrCcW3p24wy5YBQ4wW53fG3733lnxvW2wbRmg4z83xMW8JjbX86xCMTtN2lGhwD89zdHMxqSrJw7XlQN92SBj-h6bXdf6FS6Dv04" 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="gn9YjX85"> JavaScript </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3lSW5r01T28lbFrQW2Z5Gdg6zmfNWW2ZX54Y18ZfwTW7_VwFf3-fYQrN1dtFyCVPXXMVtXzpb8_q2FfW2BVc2n5m__sRN388g2PP51FFN8jXhyzSx7tzW149qJh8sXXGnW8yGPyM8SRxdrW6c6KDS8c3wktVgfHPK98h5nPW4Tvc7x1fycH8N2j3-JV1jbNfW5h5D5R1QhyvDW1KTMXH7lchz8W4PH0dp2bS5g1W3rb-p298SM5tW2w-70m1JVfZZVxpB-f7BBymxN8vVSHCFS98qW4R-jlX3xdXWQVV_pqc7qZQY9W7TtGgn8tMFTjW56Bxt12PXq-7V8TDSr7hDBmTW2Qkxxh1Sq61tVFLM2g44mWMNVHNNT31q4V0Jf1VQNdx04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="iM/9l9Sn"> Why Developers Are Ditching Frameworks for Vanilla JavaScript </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3kyW2WxQFV4Lb2kPVkfDFq8k9KrsW3CVsr66f437LN2lMRpps-nYYW8MQ-nH1-mY0KN8CNh3zbVPsqW73XhHr51QdC9N26lx1fZL4pfW1Cpc296TrNVGVmrqyS1Q3YBLW7Rjn068DFMm8W50K6lh6tyh-xW5VmGSC78PWr3VgmP1t6wmpvbW1sQs987JBDQvW7-kdDQ5HvHRgW548w-Y50L0dJW1m89Wf7CBs0GN6r-vxzwh_HdW7F5_3J5ZQ3G6VJSDCw3Y9wd8N8l5vWY8t65JW5lcWsG1DK50wMfCmFsYmBv3W8VDLgh8XqSHBW12vnzf5X1p9Jf2VfJYs04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="L9HrdM+G">Alexander T. Williams</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3pyW7Dd7DM5d5VzhW6QSFc53QQVHJW7nPnHV3N5_6cW6hY8g76gmNKYW4Qvj0l8y97KcW29kf2037kc5SW2rmn3v2L6xFhW77mVN33CClk1N3TSBnrFj74nW40LtgT7BfR6JW8xk-GR31yc_rW524qjx7qFg0wW3kl1dz6k_qCBW4tHN396QmrYdW5y0w9q91gJwmW3mVRt45KlZggW4nM8_t3TdSRjW6Qgcdl2bXC45W1rwvtH1ZgbF9W6H-WXN1bNrcqVsT6pB1Dh9FwW8DZtx56NX828W23l1RT6ct7MxW8lz1Qx6qcJJ0W56-Bx360-zx2W35Y96C5q09R4f1MxMln04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="qkE1E0mq"> <img src="https://cdn.thenewstack.io/media/2023/12/88ad96d3-year-wrapup-1-1024x576.png" alt="Featued image for: 2025’s Radical Frontend AI Shift" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3l5W7t6HD561jnDqW2ghW3L7lTL6-W5wWYVF45SbnTW2-b-sY2x6_SWW4bt9sl6JTbP8W8WKzz394DxsYW2VFQt672XW4NW3wgqGS66FCP_W3xxvFf7Wx0_6W7JS_M61glFbzW9dyPVG1Zh5wnW7nJr0c8B02g0W87RkbZ5Mdr-0W4ThsnS91Tp5zW1h2Rbf5mtsL9W3XkJ3T1cw79sN5312hWyP29QW62Tc7z5nR_kGW5Tqm2y5JVBqsW1x1WB68kN-JMW5MVZdD8Wcl8WW538tJj82s657W6PQLDQ8H16qKN41sHn86hcWWW6VHq_f7cw1DDW3t398t8g17lxf86psLg04" 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="ky8n3a/M"> Frontend Development </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3lkW3cH1Br6WSjsTW71NfzH8vcqRlW2sl3Zx5kJqcwN5mbtZX6zLMpW2XFkjP99GldlW32x0vY5WG7lYVBG9y78bDp4hW5qKPrV4VhHnyW2MT2rL9hD7MYW8tb3Xc1QFMRPW9c5fY272Ky9pW5KK8xr2Wr81JW37lFMn8FK1fJW1-zTB36ryGqCW6G29zq2T1MtbW5LRr8Q81bqNkW9kPdzW2Gxk9yW2RvSK32tFNhJW8gHZPY1dWrsjW6MlDHz7PpMJbW1Wf9_N2PB5K-N6JWHNdZpQTQW1vJj1d4RJ-GwN6kjjJjSWR1SW4XqgJK4-6Zn2W8ZWXS312GdSnf5KGp_q04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="wsFtbhhb"> 2025’s Radical Frontend AI Shift </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3lVW4k6k602r1s87W6-vDPy79J759W4_Q1hY90pmylN77t0528Dzh0W79Mmyw4_2sbhW7gWMp74pt00wW14Hw6l666fl5W85mJKm2TTjpRW5pkzPx7ygR4bW14x9LH4cRYZMW7QtWJM7bnX4FW54q7X31FClqMW4gW0pq265vYqN5B4-X6CbQKCW1Ml8Rk5lFQdSW3WxPW23LH_9kW6fxPmB2HxB0JW5S5Tp28_m1bsW6xrnv54X5pb4W14bwT599J1CNW8hxC-h7yl1_BW6nQJkw6cVPS9W1BzDf31B9119W1-3FV22s6Y_HW5-mtN683xtPgW45Jjlf3MPgFzf8_JtXz04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sO4F2z1B">Loraine Lawson</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3mRW8D2gHQ3j8_yMW7dnG0p3VH2CtW3tvZKt4Mhyf7N88xlqSQZDG7W3ZHjFc75K5-XW66dV-K8Gz6t_W5Zwf5v3NhDm1W84PTPh14g3p3W54ktPG6_Z-3FW4kx-rV5bTMGgW9kTt017MJ9fVW5msXxV1z6VWTW71hsp98sNnhZW6N_zfR53m-k3W3rT6RK7zCqlXN3bR3Nrxf29kN5ws9Ndv215kW1hL3-B6bqpjXT59Jh9fSTtTN2_L7KYwdP__VC95bH6sL67wN3Bqb5mmLv6gW5XyTM3854RsZVzNjXm2LjdfWN8p5MzYtTK7RW34Wsz699hGTrW5v04Zy2Mmdx8W487LLr8kxLNMW12zR485mGK1-W7jnkxJ1N8CNyf28tQpT04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="wo+MPPlj"> <img src="https://cdn.thenewstack.io/media/2025/12/beb8a9bc-arnold-francisca-fbnxmwevpac-unsplash-1024x683.jpg" alt="Featued image for: Your AI Workflow Is Missing a Composable Architecture" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3nhW2lHQnK5WF-KNW7pWhpj3JbrdZW7XzBKV58l93pW6krBrx7vRnxDW71hGCP8Dmv6rW8kkqcg2pdPFYW2Dmxgt8Zmt7qW5rZ93m2gFDdmW4gVtgj7bg-17N51Mbl75QSXWW5ckh-x398n_cW3w8XgT7WGcpFW6XLFmh3jnBynW5WYt3j92K4mzW4hlFZV6N152rW59bmZ83_g3n5W12J9GB3-mjC_W63g8kp5vDfJjW7fdNc64PP3FCVmPJ9p1G7nR3W1TWWlG79HYWgW6VFWq84RDPXTW8ChGsh1cBTcrW7n3pFD5jwx28f602c_q04" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3n9VjlD1m3qdLbQW7SBPWp5VLV8JW3HhDHK1GBcD7W6Xx9D46TBgk5W2w8mKv8S-fXWN77hvm0jrfd9W1m3sXv34BRkyW11SJrR4zxF2QW53Jbdp5gQCmHW1J8g625J-STlW7tSxcb17nKVfW6Hcc656_3b01W6BgD-k6nLDV6W1C3Bxj8MYlwJW4x81114dmkncW8hSX_K3XBcv6VY4lzs3vLzt2W5KDQK42FS2MbW4t2CMH7Rsm1dW9kmltH1wrqF7W15llWg2crqmJW7WK3Sz4dCMD9Vj5S_b2vt51CW29Jy_88BmBy0MY_qZf4GsWKW1BPwKj7NYRv4W4J_CrD89_rdVN7q_d8x3sW_BW4jpGY08lN0vHW43HPWP60Tn5xf7Zggzn04" 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="ROxXtDSj"> Your AI Workflow Is Missing a Composable Architecture </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3ldW6mRj0g6wr2kkW8kLd-T3N8bP5W7RNpYF6Dtd09W1XnB9w859865VBNBfL4Pm74jW8r4GQK6CYjMdW4D2CXB97TxBYW8PG9cB5PTDPcW5vDsq36LV44YW29M-Cf1gyQL9W6C3Nrw7rXXMlW3QxN5r9c6jkCW5cjgTT71JcPfW7hrqn77GrqhVW9fHTFp7QP5H-W7849X35Mtpd2VDPwp29cZxqZN8F5TFW9gGNNN98yy_qQsk5BW8SfDDK195M-qW5T9SmG5db_3kW1kQKqB4XG2jmW7bM5tz4BjyfmW2WMFsc6mdsrBV_R7Yw6c9jmmVD-yGp7fWHVvf49pkhP04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="R4/3zR+s">Temitope Oyedele</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3krW2jWqv71mY_l0W2WnNNz2p-svMW3c5FYM3d_36ZW7_f1vP1D4k68W8rKmLJ7Yhbd7W8YHfw83zt2-YW1KDmKz1dDWzNW3FQLvM7gtNzJW6ZSRs24B9hcJW2ltBLh8KZNvQW2GnSST4LGlhjW4dlXLZ4NcFKkV1zg3t8x--j5W5kbb2063vTT0W4l5-rz1RdBL-W80tZhZ1-VpnqW1z1XHd3zbcYPW5jd1Vc4DMvlpW9kQGHv1n4B_5VCLM606QzR6SW1MhSB71LWC9lW6Cw3Zw1DNp9gW2wXZyW4SmkqpW6RWBPP7NRtwdW8Yzy7b8JxP_fW3184-s6vh83jW8XWQsl6PT6yHN3qcRwvK3Rp5W3ZRcSg6yz7_3W6sXz8w67GTVYf3h-5sd04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="h8LK0ev0"> <img src="https://cdn.thenewstack.io/media/2025/12/bdb36f79-cherries-1024x576.jpg" alt="Featued image for: Generative AI Apps Need an Ecosystem, Not Just a Prompt" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3nqW73mkD45jqh4JW4Vz4W37HZKS0N2n2wd17tl7LW8CYMnH3mcyv8W8B61nj4j7WQdN64-jlflpnR4W25-CP93XK8nBW8t9C_D4T_WH1W5gFFtz61zZL7W51LhKG8w64cXW9jx8zx3JVYX9W6gFhyd17VT2YW6-15h67S0hFwW3W5tbL6Kv4nDW5v-9D67dyLpYN8GtMwjG2f2FW6PBnG186xp2zN92JBrLYH-gLW71tlsT7Nt7TmW5pJ_jL7zk7p6W1qNJD17FHsK5W1cMWPJ8hsy9wVCbN8c2PvNThW6KvpvN8h4-CXf7L04Rs04" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3kTW8qFrK-1wJzFpW29vBY_3vvhfGW8JFc_Z6DHW4rW60JbKD8VZ48sW44L6lt6zwghhVYJnMJ4NpzycW4ksGv42FV11TV5dtgx2t6YVBN4VN62S_3cvWN8m0Wd08TvwTW8PTVXw2XSpTpW6hPB8n31Q0ZMVH7c9C1LY-mhVWdXdP6L_JygW67CkkJ3mrVsQW5fKDm37DLPF-W1V14YD4yF4YVN5MFZD9LW0dNW1k38xL4yVXq7W6ybvmH3XyHG-W6HjxKF3SDjypW90_3m031L-k2W1W6Sjz1D-ccyW67lfv21DSkkpW8pDQ9_1P18GFVN0Y3r2s09_SW8xT85f9dZCcDW4RJzHv6QF60CW4gJN4S8y0J3tW730Qwf2mL0v4f80t5Hx04" 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="6A6NQvD/"> Generative AI Apps Need an Ecosystem, Not Just a Prompt </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3l6W6P4LkG5rZxCjW4JNzlj4VQzW2N49TF5wx1SnnW3FfLWl4--tv5W3Knt024LrVHrVpDW0y6ZSdpqW69z_X38GFpGNW16Mlh89jyF_bVfWg3r3pFxBxW1Td3hV8W_7xvN3j36wqfYbzjW85C3hk1DqH-kW2m6-tt3kMb1XW1R-fRN5cjfwCW4x1sVt4XPYCbW5nXj447pBqhMVlQsm06hK3v_W74mGc83GQTPLW5QpwnZ1p97hxVDn_j445WXl9W3kJN515LQ8f1W40_4Jd56kJg_W78SSwz5lDvTkW2FqCHV3XhYrlW6FCc-B36BDGKN6PGhzPxyC4Gf1bw_Z204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="SSqMYLg7">Shanea Leven</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3pgVp5k00932nL7N6M3T1nzYY27W4jkwPM3trqqlW2m-SJM8wXxDWW13tvYy59q9xQN1RYw8q_bGTfN6FwNhsnkRW3W6-VHTB2Q3PL2N2SXWdpwS3R7W9198SC6Rx3SJW2_cqrS3y5TLmV8Y84y92nLPmW2YdhNC4mttYnW96c08275MYsTW3NJq9g4ck3HlVgM5lt8ZqgJGW81K4-r7T9xMvW72g-b07HJ19PW14MQCC8mQNy5N4fxGXdrjWd2W2rlfh02mp1wYW2zvbxQ4FL5vKW6cNmLX1CsQ7TW3n6VZ51bLHh7W64qQfQ4dhM0XN70VhSZLXX1DW91HQHx19DS98W3v9CVx5X7NWrW8w9msj3_HK4CW8WLktV7ZhY3-f1YRW7K04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="iQNuyxUk"> <img src="https://cdn.thenewstack.io/media/2025/12/a6df94e5-buildings-1024x576.jpg" alt="Featued image for: Why Decoupling Control and Data Planes Is the Future of SaaS" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3ptVb5fyd2xwC-bN8Ss3YZVvqhMW163LKb3zghwBW3S_lxW5cdPLNV4Hxk04dQvg0W83P6243MYbJqW7prp6x2xkmhpW6wMMBd5_xm32W2tSX892rFh9sVXDW933bvc78W6ys4Zj4VmTpdW4d3YQW7DRz6wVPHc247H7wtNW3c2Krl3HvZ66W74mly88FbL_xV-NMz_3PBpx_W36TnC63F2LmgVPj3-C8M0kpGW2566Qw7jzfFNW6dQCd65r7xckW4001dG6FNdpsW7YRlWG1v--67W66ftDf4-XdhJW7xL5sY5n_JY-f7DYdfY04" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3nDW4_75gQ4y6Cz9W45fyfN8FJXT6W3grBl04-0zdHW1WZYgK2Ch9LHW2mRVdW24RXhPW6WQ9g05hqnKTW7L1wvl1hxWn-W1R63Kj6gzjR2W8Y7CtZ5fdtJlW6qCXsv1sB8R3W851GL0116Zc5N3yVdcTqLTgGW6xmvTR6Z8SKKMfjkfqS3YbSW4CLxqG95M6B0W4ZwVnF8mHMN6W8yJ0Wg3yZKdhW4TY9Q_619_3SW99YLCM8mGfVXW3ylgMR4pGFpTW35svyF2GXdPYW2GBwCb4RprTlVm9jJ-1n5y01VDGTrg8Zb1YYVMnBkz4v9tvxN1FmRZz9Z2-xW30qG-c71qkMKW2FwgrR2bZXKLN3FZH8n-9CZhW2cD9gY8sWz3Gf66022R04" 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="NGs9gs8t"> Why Decoupling Control and Data Planes Is the Future of SaaS </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3nJW43cTNk6jcsX3V555zP3XtzR9W4dZ3Fp8DT457W8cM5n-60z39MW8JpFR46gldxDW7ZzJXf2qzph2N7YnlWhk-c4qN4tqfxkLcZZRW53kZqy3mr3BpW6gqR0g6n899BN7scYHjP3dGgW6s7d8t8PrNJYW3fd6Gc1Y14gTW5fvQ_14XJkSHW5sl27W7_Xw2VW1VkVM_2WvR-BN9k7DGqsHkdMW1NQMP84bwvN7W2gKyzp7zsznPW8bgGJb4VyhSFW3bnFwQ5pfpR1VMw01q1cJCSjW8QH3t_5mmPVsW4T4ldw2tYfyCW3vl0808QXvZFW5qHvxZ8Drf6cf1ptbgx04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="OyXH2w8n">Hugo Guerrero</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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGLZM5nR3bW50kH_H6lZ3mkN2nQwGxRmsryVbF5CK43qK3qW2qkSCP8zrkqdW3q41WK14hnhfN4LHdBklz04LW6bV0Ms1z_ZDpW36G1z26Zrhx9W260Xym5j_myZW3BmLHC6NQclwW1xsz8J6q2vJKW3Wk_3Y1rQCCDW7NT-hs39GvsjW532FYv1D3njFN3SznpjtktY6V4_CzG5_Fm-tW1h_RJ2618-6PW5y0T625LppwjVYGqXs5r4T_dW6HDYqc963JXSW1ZtDDm1H81VdW5lXpQw8KplRVW84xtMk7YX31bW1cxCxf3qH_SKW3Zr97D77-13VVc5wCb1gntKgW1y5ckY80nD8zW5L98lb43qVKMW2nv2X44WbdL1W5xpnRL2h2mkyVp-g_V4Qcv78W5PdFZT2hsF1ZW4QtPx-6fMV3vf25FQg004" target="_blank" style="color:#ff3287; 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text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="EFSM+O/2"> <img src="https://cdn.thenewstack.io/media/2025/12/7a3b2e10-cat-1024x634.jpeg" alt="Featued image for: Goodbye Plugins: MCP Is Becoming the Universal Interface for AI" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3lbW362djW8NsqmxW5jgdPV5YYb4xW6rPMMT5KgNqQN2SlGS2zj6YbW5L4Pds6tx2DDW62q6xx3DVsnPW1Qz_Pr8wX88CW17cnlZ8NmKkMW63Vxmx4v_tCjW1mDxgJ1bHksmW3bRJ6Q78rl5pW14gkT03Zt_KBW1QmbzF8RYzf0W7WMvdZ2jdZ74W3YR_3h41cDF3W1fwdp79kP6PKW67TrrQ3b3MWsW2_93bt7BhZPCVX41rl7Z0HnpW3_fclT2PdtRDW311Pky8bm5NzW8W7p2z8GHcrHW5MGnpq64G7gFW24hnpK2yw6BrW6jKWd58_98WXVNDg_M6m54-Yf1Q9xKH04" 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="CSZBm8cS"> Model Context Protocol (MCP) </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3psW5W9cyw4VYxTfW7dl31j428Dh-W5rfytG3nQq5fW8z-pJ73-r_lVW5rQdH15fnqZ7N2XLVmJr9rX4W9hbBTy59_QSzW4RrdTZ8Fh0cVW20fb6N7GPKLBN1YBb-JSBc4lW6V-m1v4-_cxwW1556mm91MlpmW7rc9ll40SXWdW4Bc3lW1w5-TNW8G_-sC36K_61W1FD72Z7w9ksDN2-8pSHV5FFjW2zKrQM5DJvfyW3bxZTL8nrJvVW7HD4C48_3mhXVPjCBk7-JFJQW4lrVdk85L5YbW1f45rw2YKR5nW5sZM638WlT6YW87Tp5s1L_BvBW4WlJrt3zfpW8W6-MLSp4CPMspW5HYdmg8M68G7VBM8JS2sYXwJW36lwhZ84FHY7f8Lpjz404" 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="e7HSL8fJ"> Goodbye Plugins: MCP Is Becoming the Universal Interface for AI </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3qgz0W7Y8-PT6lZ3nkW64z9Rd2plhjkW795VcQ5psHR2W8QwPJ61m81c_VMGzwn8SM_3FN4CJ-wxqnRZhMHQk-tXcT-XW6fG7jG2y1fhQW2pN_w13l888XW8VJ-w12lbPclVz_b8B313cYcW2hT4BN8xK4YSW3M5TT27f14ZzW4k50xw5170s5W8nSM9s4PNcPXVdflCz6QlDqGW1ZsSXC3ZjYVhW5mf2_V1p8B--W5zMph93vd1W6W6Pw6xl97-HGdVPBRNk53jjNvW55p4W-2H8TLjVJ-83R5FfCxrW26fBJG5RxfyVW2-GN4M2SvXx0W6xyQ5B8RdWBXW5PY5RD8XJWsDf60z7F804" target="_blank" style="color:#ff3287; 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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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3p4N5Mmg9CpGxNFW1hn-561kXVZZW95MT9p55WTNMW7vxGLg7KZNTjW7ngVB18pwSqRW5544h38w_6kFW1GhQk23gqD8KW5rlVL41sbD0yW8q8P323gq9GyW3jmGNk2s8Gl9N5fJw0jZyDByW4dRyZY4t55GRW2PYTbb8cSt8gW4gFPHN1lV6mQN7n2k_tls1jVW4Cp0HF7jdxlLVVnrW91wZCbbW8q47NT3vgKv3W7W9G2f7mKV5WW7tlgMD63ZS0ZW2DLP7H47PmzxW5gFSgF7SdRjPW2hwxF56JbQFrW37QxZC1TtDK2f4tCbVz04" 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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3qgz0W95jsWP6lZ3mMN6yrh2-c02XXW3WzK3l1LXRWBW5XBRr88CjxCkVJ9RkK1Rt2LFW1sC4tM92WssBW4stGyy1jyftXW8Db-xH1Tt7Z7W50njTL5_7-n-W2MGPZS7mClyyW6bZGZP8RdhCJW1s5YqZ7VZsKJW1VF1w33HddD7W8F1zWr1mBdF1W6h1RBp79_K9kW6YHDKT7mDgKlW6-rCMJ35Cs0DW501Xpn1pqy0GW6G06bY7QBBdkVRGTbW8HJz-SW37Gq9R2gKHK8W3l0c136F9SmZVgSzbF9kSxSBW4XV3PC6VqZzDW7wdlwt59P0sCW4w39j64GnCFrW5SBhz285KmZVVHt1WX9bHPNsW4824sB696fwzW92gLhZ7KbqtPN5ZKkyJLBLL2f55YBPM04" 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="9X6KnzXR"> Martin Fowler on Preparing for AI's Nondeterministic Computing </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/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3qgz0W7lCdLW6lZ3nGMhpms_sPQH1W8cB0Tn8Fyn0MW84q5Rq2X71GVW76C_0r66jZQZW8Y7R9z4VtFXhW22Y2kl2tNq2ZW4F9ZK968dQYzW7537dN5bKW-nW85cvlj9bvpZvW7x6Fyn4PKKHDW2XtY4n44JpfGW2qqcRw4LSg2MW3PZp8p3f9Y-MW9cpD-L1ynfL-W2JJDb91KBxSJVGLNKp5y0wKkN6l2L2tD7X1qVQjw137vk5yyV4k2h05sWFv8W8TQjg62pSMSPW249hrm8Y8rf-W7W_ygS4tf_k_W2DDMSy5cxjj0N6z_2RjR67Kwf5-cX8404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="q5xyLqcg">Joab Jackson</a> </div> </td> </tr> </tbody></table> <br> </td> </tr> </tbody></table><br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br> <table id="sponsored-2" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%"> <tbody><tr> <td> <h1 style="font-size:24px; line-height:1.1">NEW Webinar: Avoiding the Argo Ceiling</h1> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3hCZYW95jsWP6lZ3ndW2l6bl62Qt5n8W45LVL53gHVHrW4mtcPr2B5cqHN5LDWjmWhdTbW7ZpM1t96LK_jW2MDR0b5f8sMNW368hGT4Pwr9YW59GTkp5bWWTsW2WqvkP8Ms6zCVR_NR36d2H6BW5nvPfl1RvxkFW8LFZ13372FsWW2XfPf-3QNkjcW138pbz1hdBhmVV92_y3DYcb2W2tjjp87MN8D9W8WKmP17x0nlSW3WfVTk89V47kW8Jg8VW2-MF4sN6B4q3bb-3vLW88Wxxx4yZdrPW3LznXG8c8XYlW9jvMCH7xxqryN4m_9MKnNM-9W8BzBxm5f1DHrW6DP6Y67_nF2-N4-yj172n4GDVJ6GdP6SVG2bW2QcpzS4w_p-xW2rQlZ76klp2ddNGf0n04" target="_blank" style="color:#ff3287; 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vertical-align:middle; height:20px"> </a> <div class="copy" style="margin-bottom:15px"> <p style="margin-bottom: 1em; ">Hitting the Argo Ceiling means tab fatigue, glue code, and lost engineering time. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3hCZYW95jsWP6lZ3m1W8BNDp73qGKlYW37yF8G56gS3XVM9Hr44tZ_PMW9lV_Jt96g7GPVBXqBD7dGg0sW3Krccr1JW-BYW3kfpg533HzhpW4W9x4v5qFDW9W3NN_Zw8RgvqWW4T9jP22RgMxXW55hcTb5ZScvvN8HhYjsYMLMMW7vTS3k2_1vQwW2hGpbK4nRddQW1YFQS_33bxRQVX3XXF37jFsHW4S6Xs512-bYsV_z_hX21jD0kN8-L8dnfzbtxW2ZJnkh8VWt7XW732fTF2pxFH5Vjnm4F3Y2X9kW7dkY9l8qGrMBW7qmmW11dN0tqW1x-Mtd3gq_t1W7CXNX062g3l3W7Lk59d8rGQ03W3XvXSh3Ys0gCW8GhpXq1jmC6yW5MGMtG4pdkRtdBF70H04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="Eoo7Vr0F" target="_blank">Join Harness and TNS on January 20</a> to learn how enterprises fix GitOps sprawl without replacing their tools.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3hCZYW95jsWP6lZ3l6W79FvZF6jdB81N1Z9FnF6vXtyW3ccvZ-1gq_z7W1Hc7p95SZMnqW7LCdrQ7nLZT0W9bdGMb56L3-kW3Hc6wf4h384ZW1dn_Pr95f3cHW1Bf7YR62qRXYW5rH-_93w-QC5W1PVzDr19dcB1W4_Gfn77gkNQDW3PpbTw7LM7G5V_4bF72myY1ZW7SzQbm32-bDhVgg0CY3DJ5hyW3jSGK46KggH5W1JFYQr4QZQsXW2FDnpg5SV7DsW6ZRwGf1VTS_sW5R4CmS8vLRSkW99KKY461hvzzW95BJ1l85hx0XW34mMb-6RQh9GW7Cr5Vx2pXFTnW6KnrQS7NZJy9W61gRxF4_cJfdW6lq9x65rD6VLW7h4fzk220P3BN64l5Fhqc_Bnf3xWgg-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="aC0YR+Na" target="_blank"> <div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center"> REGISTER TODAY </div> </a> </td> </tr> </tbody></table> <br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br><table id="cta" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:40px" width="100%"> <tbody><tr> <td> <h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3hCZYW7Y8-PT6lZ3mfW4Q5GCK8RKLGJW6__RvB2yVc7vW72Rd4w3XhlC3W5hMcnb8yW50xW8f7QVP2XG2tbW2dSKwX3PMxsQW4lf1c_8sXvcyW4k143d76dhm7N4fSGYNPRB6VN4H66JwLTdFlW1204934qHXwGV2vY2t7jhjVpW5v2k4l7sjcZHW2HYN5g5K2MZzW3t429z1GwtLLVQmNvm1dMrwMV2dzmC7FfQQPW2BCpkw75nZ2dW5BtpW653WVmxW47J1sF4FvzNYW1SgDzP8v87b5W4-JPqG86YrNkVx5SwP2v4bNzW5kbc0V5zwp2TW8yM9047hXSPNW1xYkjT86-Jp5f8pc0Hj04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="U++kpkMy"> <img src="https://cdn.thenewstack.io/media/2024/05/f33b2291-tns-daily-icon-look.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Guide: How to Stress-Test Your ML Data Pipelines </div> <div class="cta-copy" style="font-size:14px"> How to inject controlled failures into data pipelines, feature stores and model registries to uncover hidden weaknesses before they affect users. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3hCZYW7Y8-PT6lZ3krW3QHxjs9hs-fGW4747x51b1HG5VTGjhs86t4mrW1bs1Lk4szb0PVLy2VS8BT9fqW82Hz6f4vWGVbW4nRRbt2xt1VXVB0BMB5H0jSdW7ySv2X22NTB7W5yyBS74-v3BNW8DJg_N9bN8c4W5hQkQq10YW48W3D8vyk28nBDpW6K3tjX7gYgjTVpG-Tv4HgyXFW2D1DQy8_H97YW43RbLr4Nx1NPN8VBnqk_tsNGW1t7CYY4b8YpXW8bFYP69b6Jh1W54mjYZ2ZQb-2W7blhQz94kWbfW5TrNmX7X5c7HW5pD8nY3kptg1V-2m-73z2wYZW6dTR0j26WlJCdfd4cT04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="4eI35zBX"> Explore the Guide </a></td> </tr> </tbody></table> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3hCZYW95jsWP6lZ3nzW5pcg744vFgNyW8c7lzQ31M3p8N48w73FVtRrpW1fj0042GLFSpW5GL5cD3ckt1RN1b5lG0yXBw_W4q6w0h434YYNW68PGQT76Gfz4W8_tPkd9jnc1wW1gSbX28VhZrnW2ZB3-35wK2QLW2nSvQQ7WmmW8VYj6lS5RfDvfW6Z16j18cSy4zW5Cs6Md67lt8fW6l2fK02yjVR-VJmP3t116307W8N0XFh4W5GmYW5f97PG5wB62CW86n6671tqHy5W6WqcGp8KSx7JW6P58yG3w3C9kW8Mg8yR6Hd3NQW5BJBtL2nhSKLW4gHXBp25C6lGW6pqwqJ3rQ2htW7PcFmd94YX20V-HTjq4Q8rHyV7shtv6Nbs2-VBM7zQ6rvF-5f5skJ7v04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="X8SydUcN"> <img src="https://cdn.thenewstack.io/media/2024/05/d812c256-tns-daily-icon-watch.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Watch: Why AI Parallelization Will Be One of the Biggest Challenges of 2026 </div> <div class="cta-copy" style="font-size:14px"> How enterprises will run multiple AI agents while maintaining security and state is poised to become a mainstream problem. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3hCZYW95jsWP6lZ3l7W3DqTbd2k37MCVs2lxt3Q94vBVKLmhP72-07tVZXl2H7DNGjYW5NR2QG18sLSdW8yCNGv7zZpJ6W6GL5_T8Pm7c3W1sryj_3XSMvbW66_GwS34TJLsW3509wS2h4GYNW3Dx5TV99BQ2yW2PwHx87F0Cc1W1Bl1F577R5c8W1k_rh73N7-RNW29VvzK8sHp5dW8yb-ZB5vZFhnW477K5s6cF036VBflkm4VZv99W3m_n122rWPkfW4sXycv44d0PNW4y8-wN1vY1yGW271NjG6S1MyRW5KNybQ3BsDgCW1k7Z52677wXTW4vqWLg6qGj92W80TnFp2KfXYNW6F4xMK6KN66CW5ghq8z3Wt-1YMWWDnZl5Q3LN2VvBpqftVV7f2zkXBv04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="ZMmJ5Fvy"> Watch the Episode </a></td> </tr> </tbody></table> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3hCZYW8wLKSR6lZ3lzW18cH911PlCW4W6l8npn871QS8W8C8vvh370FXsW3SqBl73vqyRcW7MRl3F7szqyJVhmf2v8xXvPsW7XH6w38pjWyzN2yNzfxQGTcTVTFl3B79lZvCW3x4KSS19w7KTW6dcmD63MkZ9TW1n3qn-7qDS8BVxGNtx11cDXJV5WDhN9g7bn4W3bqkNk43wP0dW5Fyy7b95fXN5V8b59322nVbDW2Dddhz4nHcDCW99Hh_s5LH90PW96cstF5zsxGRW5_YD_y253gCBW2FyhYZ8rMsLXW3zgr582G9PvCN5jK8bJSsvVfW4BWp2j59KmslW8ZVKhZ1m0X6kW73fR-x2D-QjYW1zYkGz3gYM7mf8jPvx004" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="vw/1Qar1"> <img src="https://cdn.thenewstack.io/media/2024/05/a7b840f9-tns-daily-icon-read.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Trending: ObsidianOS, a Challenging but Reliable Linux Distribution </div> <div class="cta-copy" style="font-size:14px"> This Linux distribution uses on A/B partitioning on a standard Linux file system to improve reliability, though installation of the desktop is a trial. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3hCZYW8wLKSR6lZ3lfW8sZl-X1mdFYpW6pcKZT1pVCFYW2lKjs860jRJrW81sYtB72M4kdW4D2gQh3Mqrv9W5S2zN37X7Rg6W4LpqNs4cxBJxW3QjlB15FshJ6W1PwmM682CkPxVl9vm-3L-JMNVP0sM25z8h-VW8YDDWl2jd4JXW1k2GTm6lchSGVML6XN4tQCtMW3k5J-D2k4LVNW5rsjHG7tjn2xW93h0DZ4z1fYbW1C4j0z3mG3p5W27kTc198fPZ6W67ypyk7wbbdSW15c3KV2qvMDBW3CrySc5qG6KwW8321m6205PvfW6ZLvZ-7sV4LmW3PdvhV6gMVcdW1MkLpM8CWn9ZW6HLk_X2Qtxd4W6HqG-N7b_CtCf2T2wHd04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="Buaiw09X"> Check It Out </a></td> </tr> </tbody></table> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3hCZYW8wLKSR6lZ3nLW1h1ZDJ5ThbcQW4PbpMm2KZ21VW2Vcf2Q3VZXHFW5YlRvB5ggNkhVmWLqZ8wLlfTW84nsLc2gS9gsVttx282z9NQLVVDyw38cXCL8W1tf8y55V84PyW540fK_3VkrY-W4xtNrr1Wlgl4Vy6BVV3LRNSyW16qPDZ5v-nsPW8vqz4564dmy4W7pgtJd7Zb-mgW7v36WC3MG3DkW3Yb3kt1rBQ_nN2f95ClkS_thW8v8tlq1y8n94W89Wl8S3QBL4HW6WZXPF7nZ5D4W2HMNfr9dzhnwW36qhxb4NGmlmW56SHWl27Yj8nW8StCsh784Z-hW8M409h2KMfryW4K2lsB5XPB4LN5w8HykSYL80d_CJWx04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="uqkXAJU6"> <img src="https://cdn.thenewstack.io/media/2024/05/f33b2291-tns-daily-icon-look.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Look: How to Load Balance Streamable MCP Servers </div> <div class="cta-copy" style="font-size:14px"> Build a load-balancing layer that distributes traffic intelligently and enforces protocol rules at the edge, enhancing your AI gateway strategy. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3hCZYW8wLKSR6lZ3kWW1djx0V84NyctW6g8w3X3nZhMPN6V1kn64b_5cW6YQ9bm1CZDFmM2sJ40mJvb6W5pK_JF35r8JRN6T8kcvD5-YtW2NKLjP8Xq31yW3nrdcX7S3p6jW57n5w82Y7CBKVQtLTw4vn4rpW7LtJwS5hH7jpW3VKRjq30ZVW5W8My1YZ1wCdJrW4M4hXB48q00WW5WxFKk3kYq1sW3qkY4w7rwwtDW34Qs1W5G5ZdVW5ZbxKh6z_gPHW64JyM737mnkgW7-VHP73xRg61W6YnwND3RMJThW3d_Z3W1f8-lQW6DGLP_8GT8DYW4XvV434fMGjcW571PVg1zn3mfW37QCZ43V00htW8D1M1G5NchClf1GCbd004" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="ontHd15N"> Take a Look </a></td> </tr> </tbody></table> </td> </tr> </tbody></table> <br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative; padding-top:20px; padding-bottom:20px" width="100%"> <tbody><tr> <td align="center" valign="top"> <div class="rating-heading" style="font-size:18px; line-height:1.2; margin-bottom:20px"> How did we do today? </div> <div class="rating-options"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGLZM5nR3bW50kH_H6lZ3lMW4gVV8m7dgBynW7jChMD1GqQ1MVS0tP02Fks5rN72pTDyy6gPmMsDj6RPDpZcW71FDWQ712_2ZVVRRl68XtkchW33S7yx5PV4FPW1hP4SM7PgdNjW3-pw-826rKyGW8xgpx635PBqlW2fMC717Z4j9KW67RHVG8DFVz1VlwgwR3XDTH-N12Kch9j3S_XW915zBV5bSn79W7Lhbm21k0JRqW3XG7TG4l96pHVw4C3K4rs44DN3rf9ycT4-dFW50tvm889jGySW7NmrGz84DVK4W2Mbf7-4hTQBhW5wTMX68c2_bJW7rwNst1RZD-NW16HcV32Pv4Z1W1PS1F-2pD-fJW4JsN2m2k3KyFW3GpDHg88XL40W5lwhby4sG-JZW2W5Y5W7x-H_dW98_Ytd30LjJbf7K_d1F04" target="_blank" style="color:#ff3287; 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Plain Text

AI-Native Frontends, Signal-Driven Ops, and the Return of Vanilla JS

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(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-l5m_5PW69t95C6lZ3npN2S35HTQrwMSVl1JH72F93W9W4PZ0Cx2pw9H5W8YXzdb85NlLbW6K3dL42QPHn-VDPjSH1-lDnMW82SLY_7rF7J1V-nzzx5D39BKW6m-YFS8g5LM9W77jGYy6NXNRyW1Pj35m6TdPdMW6HpmyJ7m4wx7W6mlhqp1xfBHrW96SC645d3Lt0W73GBBG7XCM44W50mw7M6P5-2NW2Gcv8m5N63HqVmYBtc4BNpRnW60pgPB8jtDPZW7Gl00M2stX9dVczyGq461svdW3jbb-N4vmQQSW6nD0n265dR6kW60s8Z37gc1lxW2j6bn44bVxW7W1wJq3s3GmNbkW6M_4vg2yypY0W1BNHFk1mhdngN6plVvpwwWd6W58bC4p3FH_t9W4xPTLl7_P2DRW3TZKcX1F9vP5W1qmtpl469QxDW4YDCmJ806-R7W2lX__n2nYL-wW6khj6w6wWQGPf5fc_Y804 )

Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3nYF33wMt5PYf-W8zh42V4C7GVkN55B2wgvx2k8W369KWs6c_qf3VQfK915KtZpBN1TrrjxVf-8XW6B1d066R0drbW7cSKqr14D-kvW557MDt7GL9YLW1g4nVN53FptpW6rRbnV4hr_ZLW3gSXcr7hksBLW1qD0TB4xVqbrW1WXQnr1CP8j1VXyVdV7XZgp4W4FRFsJ84dKXVW3XTZD07nNxvqW5jx7K-47Qc3dW3YvBC633hGmtW3NVS8p90NpS-W2T6-fL8HhvG-W6KZZFz8F13K_f5X_N9T04 )

December 30, 2025

AI-Native Frontends, Signal-Driven Ops, and the Return of Vanilla JS

In 2025, frontend AI leapt from simple code generation to deeply integrated, systems-aware UI, closing the gap between design and code. From agent-driven interfaces to generative, self-assembling UIs, the web began evolving into a responsive, AI-native experience. Loraine Lawson reviews the changes (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3prCCW7Y8-PT6lZ3lDW5VVJfV7rc_BxW1l02NF8grpt7W5rTMM18hZTr8VD4YFr2Y6q7dN1HK9XQB-nd2W740xHL7Y4yDKN7Qd02j-HKvdW6dDPDK3yg0QqW8dnyqt886MDHW8My6m718nstNW5MtqzY7K20NMW4khq_Z8rwSQwW1wBC682Z9mfvW1C41VZ31TX70W45KYm64q2xdxVRXpLZ1FXxvXW8kp2hw4cY52vW3GBM--9bssdLW56sptS96KtVdW734KBP1rjNwHW25w5jr7yB7vcW1_wxxt95gRZlW3lr4cg6w-wcGW1TCJjv27GxxVW1Qttxw5wnm0nW4kXXG091WM8Xf7JpxQq04 ) that happened in artificial intelligence technology.

In other news:

- Modern IT teams are overwhelmed by alert noise that signals problems without meaning or priority. By shifting to a signal-driven model that adds context, confidence, and intent, teams cut through chaos, recover faster, and turn operations into a true business engine. Contributing writer Ari Stowe tells us why organizations are rethinking the core unit of operational awareness (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3nzW7LHW9J249n7hW8ZkNBV82LJ40W4qfLct7Z_PFYN4MkV-5WzWCnW2DPf5h3TJs_hW83G2wN63KDF_W4yxLX03C_KM8W3jkZRf5cpvJYVS5pGt8kWkWnW5FX4pf7pxC_qW3JsW5w1M6pKVW8Xj97D4X7fVwW92hzPN2J9VDBW1QFBTL5_ypvcW404ykP4CdMSvW8YPkht446LSjVr72dy42Gt4jW6z7JMV2q96bDW1fxyHG1CzCNXW1K-ChG7cXmgDW7Pr1Lc6G_QXSW25F7xj5NRP6sW2sLndh1Yk8NZW8y-m5l99m0nFW2Vnt3w4rCsLwW3kJp4h623LlPW7MSMlN7KdCSBW78n0LD6lCywjW4dsp4T5540wVW1b9sHm16G1dCf1SwBh204 ) , and why they’re shifting from an alert-driven model to a signal-driven one.
- After years of framework bloat and burnout, developers are rediscovering Vanilla JavaScript as a faster, simpler foundation. Mature browser APIs and AI-assisted tooling have made plain JS powerful again, turning minimalism into a performance and productivity advantage. Alexander T. Williams reports on how these tools are making plain JS (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3pvN4jl1v2zNbJ0W8JKg858928gGW23KWy727mPj4VnR5V46xH9-4N3fhkLclpJ5NW3SXD3395G_k0W6qqbXK16wxQzN5SPqZ5ll4DpW17Dzl46y58PkW5qL0W-5RG9RgN3VBFb-4NR-vW3Spl665np3X9W6-RDyw8gHxlZVFHTdT2CHt-hW522yl-5_L8_YW8_w6Yt8Wy0h-W7blNHh8TmNlRW39Q7m-8CGLjXW235pwc6mlN3KW130h3y1m2l0lW5CPw3c197lfKW67S-3d7jPKBYW6DlKB21mGmC_W5WNZMh72KhFHW8Ns4ZP2zdy26W5_Vxrb26mD0QN1mWxnq9MgdbW1Tjsr26s6PyvW7HFpT_3fCpZ8W5dSRBH6yHMDZf1WqJgM04 ) the cure for framework fatigue.

by Michelle Maher (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3m8W5NXcJT143_4sN648Zfq4QQL_W42wmLC2HvZCqN5nqKsNTRKtRW17xKJp734fpmW8kMM0r1fvs3ZN8gsxQrkHGrWW2xhVcz8hdcmRN1-sPlmhrhGKW5xyMJn69ytQHW7rPl3w5wvj0bW1rxzHl37f-lhW3rjYJ04qxVKRW7Mxw5n1Z0SlxW4Ylk-Y6mGkR_V6k9zK6ljYngVwhkwq52w6-BW1dQqGQ45Vj6pN7xKCPy-cr_tW7FppcB2QvPrDN8PDpmnGckM7W7NB2Zm8453ZNW7g_phx2W62RPW1KWX-m6D1Cgrf5yhJp604 )

TOP OF THE STACK

A Step-by-Step Guide To Deploying ADK Agents on Cloud Run

by Janakiram MSV (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3nLW9lwsM54M4B1lW3J731c5MDkjpW5Fsv9v7Pf2dcW45B6fH3FV91BW3B4rCX8SGcmYW6tFByS9787-DW7CtjvZ2wYSGmW6d7WmN1RBbtDVZvw_y7Gfb8kW1PdN4Q2cn55PW7bfJ238Wk2JKW1mRlys8xHYWXW7J6n8p6ygKSbVp6FLp72T76cW4C3XHY4kyHKCW5T-gyx5RfmPGW5Js9-K26ky5mW88cwFW1k5QJsW3_zWtk4l2FzfW1Fq--D2khGsjW9hZ_FW3mRYV8W81chQt2pKMgdW68khwV4ZnRD5W8gkmyV68wpdNf6GRvbR04 )

Featued image for: A Step-by-Step Guide To Deploying ADK Agents on Cloud Run (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3prCCW8wLKSR6lZ3pSW75KsQp1Q9wc2W3QMXNV1DNL_6W8gf2tF4rtzHCN8V9_lQTMBhfVBkwqH39GgVVW1WTkQy94n-nlVwJJdl8FwfWGW7gp3cy5vxVqTW4sRSx33bNSpDVcNlmp3NFV7wW4xxRhc7FX4c_W2bWKB31PHMx3W639mDj3pFGC0W2wm3Wk4M3HP4W6wRMR955dY6gW6qb2r79c3QfbW6vkynY4_cL_cW610pLk7TCN8sW6Kp1Cp5-67XkVw6g907MmMV8W4YbMG746ptXvN8P9pK3znPvYW1fY8J384WpzKW5V1VGB1cQgb6W2rpdz74TrhRqW4XjRwg5ftxpGW1rDDlt5pJz8pW49gVHz1d5Tpxf8mFXMd04 )

Learn to deploy Google ADK agents to Cloud Run with our step-by-step guide. This tutorial covers project setup, local testing, and secure API key management.

In our recent tour of Google’s Agent Development Kit (ADK), I walked you through the three approaches to building AI agents with ADK: Python, YAML, and the Visual Builder. While local development is great for prototyping, production-ready agents need to be deployed where they can scale and serve real...

READ MORE

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3prCCW8wLKSR6lZ3pSW75KsQp1Q9wc2W3QMXNV1DNL_6W8gf2tF4rtzHCN8V9_lQTMBhfVBkwqH39GgVVW1WTkQy94n-nlVwJJdl8FwfWGW7gp3cy5vxVqTW4sRSx33bNSpDVcNlmp3NFV7wW4xxRhc7FX4c_W2bWKB31PHMx3W639mDj3pFGC0W2wm3Wk4M3HP4W6wRMR955dY6gW6qb2r79c3QfbW6vkynY4_cL_cW610pLk7TCN8sW6Kp1Cp5-67XkVw6g907MmMV8W4YbMG746ptXvN8P9pK3znPvYW1fY8J384WpzKW5V1VGB1cQgb6W2rpdz74TrhRqW4XjRwg5ftxpGW1rDDlt5pJz8pW49gVHz1d5Tpxf8mFXMd04 )

AWS Builder Center 10,000 AIdeas Competition

Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3nYF33wMt5PYf-W8zh42V4C7GVkN55B2wgvx2k8W369KWs6c_qf3VQfK915KtZpBN1TrrjxVf-8XW6B1d066R0drbW7cSKqr14D-kvW557MDt7GL9YLW1g4nVN53FptpW6rRbnV4hr_ZLW3gSXcr7hksBLW1qD0TB4xVqbrW1WXQnr1CP8j1VXyVdV7XZgp4W4FRFsJ84dKXVW3XTZD07nNxvqW5jx7K-47Qc3dW3YvBC633hGmtW3NVS8p90NpS-W2T6-fL8HhvG-W6KZZFz8F13K_f5X_N9T04 )

Tell us your AI idea that solves every day challenges. Applications are accepted across five innovation tracks. Build with next gen AI development tools for a chance to win cash prizes, AWS credits and opportunities to connect with technical leaders.

SUBMIT YOUR IDEA

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3nYF33wMt5PYf-W8zh42V4C7GVkN55B2wgvx2k8W369KWs6c_qf3VQfK915KtZpBN1TrrjxVf-8XW6B1d066R0drbW7cSKqr14D-kvW557MDt7GL9YLW1g4nVN53FptpW6rRbnV4hr_ZLW3gSXcr7hksBLW1qD0TB4xVqbrW1WXQnr1CP8j1VXyVdV7XZgp4W4FRFsJ84dKXVW3XTZD07nNxvqW5jx7K-47Qc3dW3YvBC633hGmtW3NVS8p90NpS-W2T6-fL8HhvG-W6KZZFz8F13K_f5X_N9T04 )

WHAT ELSE IS NEW?

Featued image for: From Group Science Project to Enterprise Service: Rethinking OpenTelemetry (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3m2W7v9bxb98VS0hN8vvtNRsTZC4N6JNzhY2r_7CW4438H29dSC9wW4SQcyN3683wKW27YCyF7Rw857V_Tyz-1FgsnqW76zgBc5LKKqLN6WJ3DN3dPM1W54bhhh88hf9qW5ws-lb8rm827W23J1-v62wft2W4Rx2Wh57PPGQW1v6gQ64ZrRRyW31Ghg12mpXGzW8178Mp6s5HwmW2x9jTr3_QnXLW4kvRVv29dXznW11-3fw1z6L_QW39gLm-4vjxKZW2Ft4NB6B8PxxW4VrSnd2KLSNJW3xh9_W56dhw3VhNthH1f61-rW1CJH9T3D1ljlW6xX1mZ2dc68GW1HjS2T8X6rfhW8z4SpX7-CYTNW973Sj47rbV1yN5lF6qvMPBFKf6VlSMx04 )

Observability (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3plW8rw3pw2h7bp-MBl4fFJKf5CW2FxQSJ23Yf6GN3cgZcSY72kgW28YRZ315YzCmN3XtVJQcNyqZW1pJy7-19mJQbW3F3Dmp3NzL2dVlvm7X5hQjfCW2y9qkn906RpZW3_JXSF8yQRBnW6YXd4P2V3QxxW7xSRXQ29dsXrW14zX2V76NXhrW9ks_lt4rTX3fW4HPWG44rp6XMN5zcPGb67zm_W27yJ4v2DRZ3ZW5h4mDF82dDmBW7VQtQV5DWL-FW1h0kWN2HyNvXN2nSbyWYGTB7W6PZ93Q2S_y6DVsPtPg2kRLktf25ScRH04 )

From Group Science Project to Enterprise Service: Rethinking OpenTelemetry (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3m2W7v9bxb98VS0hN8vvtNRsTZC4N6JNzhY2r_7CW4438H29dSC9wW4SQcyN3683wKW27YCyF7Rw857V_Tyz-1FgsnqW76zgBc5LKKqLN6WJ3DN3dPM1W54bhhh88hf9qW5ws-lb8rm827W23J1-v62wft2W4Rx2Wh57PPGQW1v6gQ64ZrRRyW31Ghg12mpXGzW8178Mp6s5HwmW2x9jTr3_QnXLW4kvRVv29dXznW11-3fw1z6L_QW39gLm-4vjxKZW2Ft4NB6B8PxxW4VrSnd2KLSNJW3xh9_W56dhw3VhNthH1f61-rW1CJH9T3D1ljlW6xX1mZ2dc68GW1HjS2T8X6rfhW8z4SpX7-CYTNW973Sj47rbV1yN5lF6qvMPBFKf6VlSMx04 )

by Michelle Gienow (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3nyVczjV02TT67-W91sVp95kW0xzW83fzKJ1rlZxGW6lXlpn11MMCXVBpvkv461C9GVfbnbn5B6_xWVw9L4Q3mt0qxW5JV6NZ6bK4khVrtX_W4KDpF_W1T-wyg3xSHkJW4yCsKc3zpDt9W2XgdTZ6yHT4gW8L6JJk41XcwSW6RzSf96s2pYMN7S6fR1gmlzbW6LBFSP8gYQK3W6pY1W54BkWQSVtwZkm7FLysLW977Sv83Jnc6tW1vrL8S7P2H8lF4LqlRQD2s-W6bNS-P6y68yLN1bln98vMB9TN3fHHmgQldqdf3_P4Kd04 )

Featued image for: Stop Drowning in Alerts: Why Signals Are Your Team’s Lifeline (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3nzW7LHW9J249n7hW8ZkNBV82LJ40W4qfLct7Z_PFYN4MkV-5WzWCnW2DPf5h3TJs_hW83G2wN63KDF_W4yxLX03C_KM8W3jkZRf5cpvJYVS5pGt8kWkWnW5FX4pf7pxC_qW3JsW5w1M6pKVW8Xj97D4X7fVwW92hzPN2J9VDBW1QFBTL5_ypvcW404ykP4CdMSvW8YPkht446LSjVr72dy42Gt4jW6z7JMV2q96bDW1fxyHG1CzCNXW1K-ChG7cXmgDW7Pr1Lc6G_QXSW25F7xj5NRP6sW2sLndh1Yk8NZW8y-m5l99m0nFW2Vnt3w4rCsLwW3kJp4h623LlPW7MSMlN7KdCSBW78n0LD6lCywjW4dsp4T5540wVW1b9sHm16G1dCf1SwBh204 )

Observability (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3plW8rw3pw2h7bp-MBl4fFJKf5CW2FxQSJ23Yf6GN3cgZcSY72kgW28YRZ315YzCmN3XtVJQcNyqZW1pJy7-19mJQbW3F3Dmp3NzL2dVlvm7X5hQjfCW2y9qkn906RpZW3_JXSF8yQRBnW6YXd4P2V3QxxW7xSRXQ29dsXrW14zX2V76NXhrW9ks_lt4rTX3fW4HPWG44rp6XMN5zcPGb67zm_W27yJ4v2DRZ3ZW5h4mDF82dDmBW7VQtQV5DWL-FW1h0kWN2HyNvXN2nSbyWYGTB7W6PZ93Q2S_y6DVsPtPg2kRLktf25ScRH04 )

Stop Drowning in Alerts: Why Signals Are Your Team's Lifeline (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3nzW7LHW9J249n7hW8ZkNBV82LJ40W4qfLct7Z_PFYN4MkV-5WzWCnW2DPf5h3TJs_hW83G2wN63KDF_W4yxLX03C_KM8W3jkZRf5cpvJYVS5pGt8kWkWnW5FX4pf7pxC_qW3JsW5w1M6pKVW8Xj97D4X7fVwW92hzPN2J9VDBW1QFBTL5_ypvcW404ykP4CdMSvW8YPkht446LSjVr72dy42Gt4jW6z7JMV2q96bDW1fxyHG1CzCNXW1K-ChG7cXmgDW7Pr1Lc6G_QXSW25F7xj5NRP6sW2sLndh1Yk8NZW8y-m5l99m0nFW2Vnt3w4rCsLwW3kJp4h623LlPW7MSMlN7KdCSBW78n0LD6lCywjW4dsp4T5540wVW1b9sHm16G1dCf1SwBh204 )

by Ari Stowe (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3q3W5PqkX55nyDNxW7pLvHN2XGc-0W4-6vfG7svSKRW6R2K309jYSG0W297kzP4RMHYDN2YJSVbpwjmsW1K9zdl2gsCRFW84b8L362ScklW8J1zh21MdRqTW6q8PtJ6XF4xwW5XNktk78sb70W36mkt14mdX8XW2qBYSy3NkV59VsN8Zj9gk4nDW1H0RHy60pF-JW1Dbf_s8jrM6-W5BDw366FSs6bW1w13wC5rCngSVGZbzZ6D4hK9W64dP0l5wT73HW6FxBKL3C13ntN1SMv_KG2HRSW6FYrwc3LKkGpVGWcQs8cX-05f72RfxH04 )

Featued image for: Why Developers Are Ditching Frameworks for Vanilla JavaScript (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3pvN4jl1v2zNbJ0W8JKg858928gGW23KWy727mPj4VnR5V46xH9-4N3fhkLclpJ5NW3SXD3395G_k0W6qqbXK16wxQzN5SPqZ5ll4DpW17Dzl46y58PkW5qL0W-5RG9RgN3VBFb-4NR-vW3Spl665np3X9W6-RDyw8gHxlZVFHTdT2CHt-hW522yl-5_L8_YW8_w6Yt8Wy0h-W7blNHh8TmNlRW39Q7m-8CGLjXW235pwc6mlN3KW130h3y1m2l0lW5CPw3c197lfKW67S-3d7jPKBYW6DlKB21mGmC_W5WNZMh72KhFHW8Ns4ZP2zdy26W5_Vxrb26mD0QN1mWxnq9MgdbW1Tjsr26s6PyvW7HFpT_3fCpZ8W5dSRBH6yHMDZf1WqJgM04 )

JavaScript (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3m3W2Ys53f5-dpDXW81NpDz5xZskbW73hz2w69QzcMW6gN-FH7bwRRFW89x2jx2Qpb0PVwPH_l8Wt-k2W1_PzV32bD3hsV5FdYZ31Vd-QW350w9M4Qb5lkW2tJSnV33Ts6HW7m8Xyg7Bmfp4W2vvcqx3fzkrgN3Kn2M1K8qxNW6mBxfb4v-QVMM3jRHflQ_0-W5_QK3D19hgJgN69rRdNZMvyRW3FVZmQ3gmd0dN7hyrSRlTHG0W8S7ynl7m14y3W8M5vFw14jzf2W5Wpcf88mKkBsf5y5Q4-04 )

Why Developers Are Ditching Frameworks for Vanilla JavaScript (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3pvN4jl1v2zNbJ0W8JKg858928gGW23KWy727mPj4VnR5V46xH9-4N3fhkLclpJ5NW3SXD3395G_k0W6qqbXK16wxQzN5SPqZ5ll4DpW17Dzl46y58PkW5qL0W-5RG9RgN3VBFb-4NR-vW3Spl665np3X9W6-RDyw8gHxlZVFHTdT2CHt-hW522yl-5_L8_YW8_w6Yt8Wy0h-W7blNHh8TmNlRW39Q7m-8CGLjXW235pwc6mlN3KW130h3y1m2l0lW5CPw3c197lfKW67S-3d7jPKBYW6DlKB21mGmC_W5WNZMh72KhFHW8Ns4ZP2zdy26W5_Vxrb26mD0QN1mWxnq9MgdbW1Tjsr26s6PyvW7HFpT_3fCpZ8W5dSRBH6yHMDZf1WqJgM04 )

by Alexander T. Williams (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3myW7s2yzV406zQBN64fM1Wv1FWLW6BGJbh12G0QBN5WYy-35J7yVW9kkgrY44FS0FW7WvD4T6RFwt8W5_VCdS2f3XjpW8bD9l74v8T9VW7zkw_87WPcfWW82c7Xm2kD0f-W4NPFqw7pWW69W60K32d6jGG-DW3N5V0p1KfqQSW7QwsHJ4c24wWD1p5bZyxgyW39YCXX6PGnlrW6Zzxfj1GpcC-W6-lNYl9dspv1W31CM-n9kxcm3W9lNsnR6HG3_QW47zrTW7rT4vtW7n25sF1hYDzLW8ytFYV94pnKFW1Jwglp3fR9v_cj7C404 )

Featued image for: 2025’s Radical Frontend AI Shift (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3prCCW7Y8-PT6lZ3lDW5VVJfV7rc_BxW1l02NF8grpt7W5rTMM18hZTr8VD4YFr2Y6q7dN1HK9XQB-nd2W740xHL7Y4yDKN7Qd02j-HKvdW6dDPDK3yg0QqW8dnyqt886MDHW8My6m718nstNW5MtqzY7K20NMW4khq_Z8rwSQwW1wBC682Z9mfvW1C41VZ31TX70W45KYm64q2xdxVRXpLZ1FXxvXW8kp2hw4cY52vW3GBM--9bssdLW56sptS96KtVdW734KBP1rjNwHW25w5jr7yB7vcW1_wxxt95gRZlW3lr4cg6w-wcGW1TCJjv27GxxVW1Qttxw5wnm0nW4kXXG091WM8Xf7JpxQq04 )

Frontend Development (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3q7W45J7TR7dMC-RW5w4pbY2Bx5hHW1v3STZ74k_5JW8spWXR6cbLr6W9d-Zpy7cR4n3W1nb9g15JD398W8rBGHD22fBk0W4QKqcf6K1mwpVztYdS3Jqf8cW2KWmZb8PDkr7W5-qqdx2fpPR9W5kqJrY9g16qfW6WrLgW4ZkzfRW5ShJPq8GjShbN3fckmSZr5_2VKkHpt2jdDr8W5sg-q46K9T-nW2qGsVD1jSGCVN5-_ZLyJpKtKVhqrCm7D_GhQW3qd8K02YH7D6W7pnPGD1NZTMpN7HXN9WdzjFfW1gvSHG4Qsjj4f1mT0-M04 )

2025’s Radical Frontend AI Shift (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3prCCW7Y8-PT6lZ3lDW5VVJfV7rc_BxW1l02NF8grpt7W5rTMM18hZTr8VD4YFr2Y6q7dN1HK9XQB-nd2W740xHL7Y4yDKN7Qd02j-HKvdW6dDPDK3yg0QqW8dnyqt886MDHW8My6m718nstNW5MtqzY7K20NMW4khq_Z8rwSQwW1wBC682Z9mfvW1C41VZ31TX70W45KYm64q2xdxVRXpLZ1FXxvXW8kp2hw4cY52vW3GBM--9bssdLW56sptS96KtVdW734KBP1rjNwHW25w5jr7yB7vcW1_wxxt95gRZlW3lr4cg6w-wcGW1TCJjv27GxxVW1Qttxw5wnm0nW4kXXG091WM8Xf7JpxQq04 )

by Loraine Lawson (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3mpW74jt3-4bT7BKVZTC663m0JsnW8dgfCh2N2V9gW61zpbr8nqjTnW8dB8xC4QX2VlW9dwQMG2MxZBRW7PdFz71LDYbbW7YpsPv7hgGqZW22r6-L33__HlVRzMpN6SXWVTW2Jz0bl5c9FFGW84_4sp7D0nDHW3l6XqL1xV64VW1GG-Fd1-D2H9W8gVZ9p6Cm-dWN4BJyxFJqh-1W6lS4V65zdb8ZW4nMFQg1wW80zW1VZwKC91jx6-VnkV_-4NqYc9W4M3gWN94nz0sW8J63T52rnbk2W7STkwX3rN5-JW7xHwr29dYxXJf1tMcrP04 )

Featued image for: Your AI Workflow Is Missing a Composable Architecture (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3prCCW8wLKSR6lZ3l_N4_YGL8rfW06W7-YHBz4xL7BdW8GY13t4PDfC5W7BCBlF3gvY25W2skSML4GBQVRW2qY05Q5qfSDkW3jymz13l_1X7VC_MCx97KM66W9kHf3G253dv2W8L0f0P1GYrw0W4GQSmv7L_lpgW3V862-8bcf2JW2JQTbX68r6_bW20DW512PD1gfW3Q_mvh1fcHZwW6KSLcK5T-0rTVl6qLS8xfV4RW1HF6pJ2BWz-jW67vRST3tjtkfN1rV93m9tPS3W1tDl967VWD14W4Jq1nn2H8BlsW8rP7vq4lB19BW1sD4ks5Wtwf7W7yzc6K44TGbJVjTZyd8xH7-WVgyZrg9f0mY6W90RJ605MVHSff7gDQH404 )

AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3lTW8G2hPD2jjM1_N7bGPwx12zw1W2WPbBx31zgYyW1KDy4g4RsFcXW2YJNrP17qc3VW8TN0B-4c5dvDW7Jb2PZ5bwQ42W32frcg5mVrC7W856wc851GP9jW5J__6-4v1w7bN2_dxdpST9KDVFTxPw31vSyHVZkCbw5LSzc1W87v0WF5xD1zYW10S1nq8GmT8bW7_l7N-67XV8bVYvHCm20hmCcW8lNdDz23Kf1kW74FdfG4QJ9r0W8qqyXL4W6jRQW7SKt4c8x4PVzV8GHGs80pDb8f8K7fCH04 )

Your AI Workflow Is Missing a Composable Architecture (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3prCCW8wLKSR6lZ3l_N4_YGL8rfW06W7-YHBz4xL7BdW8GY13t4PDfC5W7BCBlF3gvY25W2skSML4GBQVRW2qY05Q5qfSDkW3jymz13l_1X7VC_MCx97KM66W9kHf3G253dv2W8L0f0P1GYrw0W4GQSmv7L_lpgW3V862-8bcf2JW2JQTbX68r6_bW20DW512PD1gfW3Q_mvh1fcHZwW6KSLcK5T-0rTVl6qLS8xfV4RW1HF6pJ2BWz-jW67vRST3tjtkfN1rV93m9tPS3W1tDl967VWD14W4Jq1nn2H8BlsW8rP7vq4lB19BW1sD4ks5Wtwf7W7yzc6K44TGbJVjTZyd8xH7-WVgyZrg9f0mY6W90RJ605MVHSff7gDQH404 )

by Temitope Oyedele (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3n4W8S0QM93fcqTjW1zwd7v5h9kVJW5FFW5J5kvCdjW122SHZ3yt2-jN4FjmkZzlkWgW3GCXkt2pDGhNW5pGQST7cLWrhW2KQ1CR8mskjMMRbZhl-BqxkW7RvCtj4PfVvpW7SBsM98Zn1WzW475T3m70y9RMW532pKF8lSYy1TZ6nP46HYt5W5hRjsS8tMKmrW78P8V-5P4Gf4W1-8RmY8wt6gMW3ZPbS812s_GdW26KRnl6MVWF2VRm0SH6StyxdW1dwFRr27W564W3QmnhG9dl0h2W1Fxw3L2r4DyjW2X8Fm31gg3tZdh6P0s04 )

Featued image for: Generative AI Apps Need an Ecosystem, Not Just a Prompt (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3prCCW8wLKSR6lZ3kWW2tndSx3sv_FJW6dc0RB6B6vvSW5xbCtZ7f_XD2VR6zjp2_GFD7W4bFNwT4LJbB4W5-y-kf9kKh4hN62gPrXr95RjW71Rf8K7w8XWCN4PVwW_6jnybW2J90MJ5nVyZMW48dPt751VXzyW7B_WMQ69MGw9W2qTkZM31_TvQW5wcdPs6ZyJP2VsBVBd4lXSVFVs6LJw8vv6BdW7nXMQx3zkSHPW6Q05Vh1mgkFLW2YY0YS808j0gVhywFS1xc44YW1w6_Wb55X_fpN6p0LpMW5BjcW3Hnw6_6dNKvzVbKGF-2xTSR0W87ySh68_zg2NW3SCX_j1Qq__CW7JXvHM19jY97W5R3BMj5_WJr7f4PCgnW04 )

Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3lcW9hwXql6jmf15W2bTPFn44D1bJW49zKPL8qmjNBW93qHSw3kJ8pcW8xT-rb5gglQWMrX8cSrCSVnW8LCDKd7L0CxmW5w3z6H4ss5LwW2sJ3Js1Jmy9gW3sZrMb1BpB96W4-SHv85KN9zFF7phL_RRlGjW8rbkBZ5dhnHvW6p3CWZ4JmrvYW6NM69s24jsvWW3FGy4s38wtS-W3b74r55JsGc4V86pCj60NgdMW68pdNt7Lm2k_W7Rrj6b5R9MD1W8n1ZG87RqQ0fW4nxghQ614s14f1QzKR004 )

Generative AI Apps Need an Ecosystem, Not Just a Prompt (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3prCCW8wLKSR6lZ3kWW2tndSx3sv_FJW6dc0RB6B6vvSW5xbCtZ7f_XD2VR6zjp2_GFD7W4bFNwT4LJbB4W5-y-kf9kKh4hN62gPrXr95RjW71Rf8K7w8XWCN4PVwW_6jnybW2J90MJ5nVyZMW48dPt751VXzyW7B_WMQ69MGw9W2qTkZM31_TvQW5wcdPs6ZyJP2VsBVBd4lXSVFVs6LJw8vv6BdW7nXMQx3zkSHPW6Q05Vh1mgkFLW2YY0YS808j0gVhywFS1xc44YW1w6_Wb55X_fpN6p0LpMW5BjcW3Hnw6_6dNKvzVbKGF-2xTSR0W87ySh68_zg2NW3SCX_j1Qq__CW7JXvHM19jY97W5R3BMj5_WJr7f4PCgnW04 )

by Shanea Leven (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3n8W8D6b0X87fJHHN6twjqbyxQ9BW82nrW_8NtBXJW8JHqGR82BXq3W7xZTyB3Xq29CW5sZ0yQ6-jlM3W9kcvPk96JTLjW6L4TYN4QM2x5D31RgwDhgWVKs5HQ6bLhmsV9f_kQ4Q1wfpW80-sNx8y0HQsVd-Xx24NXmV8W7MLX-s6FbbxyW5-pHnd2TDhq0W8djw0-7P09w9W13F4tm3HLcr0W4FY3rw4SSYCwW8kkVYm76CMCQW4zQXtk47drz1W4KzdHP6VkwdbW2lf9R46qwd6_W1FfcnP1YjJhfW65KCjz38nhp0f2MQj2d04 )

Featued image for: Why Decoupling Control and Data Planes Is the Future of SaaS (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3prW66-5w54VFm0hW11hKlZ1MByJYW7s62rM4TDNWRW6GM_Cy7_TxnNMWxHw-PFdGwW3zgVMX46R8j4W8PMJwV1kXykFF8VNwDznZCGW3-QbYx7MKBkQW49XHY6610vxBW3M9xrR37N7yXV6_1ll38p73FW2wbGR11NfhcPF1JdyWk4KdVW8bv6rH1mg8XkVX8pJm1HPzGyW2fZdZT79D4sVW7ZkM9d82pmG6W81QjNP7nTJbJW8rsZ_K60SsblW8CfVnQ9lWBFZW28Q26Y5X3PXPW2w9vnT4XmqRfW9frqwB32bGZdW2fc3bs8Csv5kW33KfvW1Mt436W2BZp0m86q3xNW6shyLD1d5j_fN1MTfJ0JQcs5VM6pNH7WV3vBf8jdfTs04 )

Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3lcW9hwXql6jmf15W2bTPFn44D1bJW49zKPL8qmjNBW93qHSw3kJ8pcW8xT-rb5gglQWMrX8cSrCSVnW8LCDKd7L0CxmW5w3z6H4ss5LwW2sJ3Js1Jmy9gW3sZrMb1BpB96W4-SHv85KN9zFF7phL_RRlGjW8rbkBZ5dhnHvW6p3CWZ4JmrvYW6NM69s24jsvWW3FGy4s38wtS-W3b74r55JsGc4V86pCj60NgdMW68pdNt7Lm2k_W7Rrj6b5R9MD1W8n1ZG87RqQ0fW4nxghQ614s14f1QzKR004 )

Why Decoupling Control and Data Planes Is the Future of SaaS (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3prW66-5w54VFm0hW11hKlZ1MByJYW7s62rM4TDNWRW6GM_Cy7_TxnNMWxHw-PFdGwW3zgVMX46R8j4W8PMJwV1kXykFF8VNwDznZCGW3-QbYx7MKBkQW49XHY6610vxBW3M9xrR37N7yXV6_1ll38p73FW2wbGR11NfhcPF1JdyWk4KdVW8bv6rH1mg8XkVX8pJm1HPzGyW2fZdZT79D4sVW7ZkM9d82pmG6W81QjNP7nTJbJW8rsZ_K60SsblW8CfVnQ9lWBFZW28Q26Y5X3PXPW2w9vnT4XmqRfW9frqwB32bGZdW2fc3bs8Csv5kW33KfvW1Mt436W2BZp0m86q3xNW6shyLD1d5j_fN1MTfJ0JQcs5VM6pNH7WV3vBf8jdfTs04 )

by Hugo Guerrero (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3p8W7pGfFV2n4H2rN7Z30hGk27V9W3mGr9K735TCRW2gqR7F3QF9vVVg2ZVt64jR9rW9gtXnd7dZw-3N1yrlJC1MnC9VFw2_44X1MXsVtdrG23nJ31pW7nj78n6csQ_DW53w49L5C6_G5W51nXwv83yYLtW3b0vhg963JWxW1JSs744NK6h_W92Zt1D1vhbRdMWzXbkVJm2MW1ZhSjn3wj6RTVy6bV66fbfWlW7jxG-h7v8VyCN1qcnYsTj7ypW7-vT3-4SVSH-W6pkCR81h3XxtW82jzrg3NCQdSW26xZ2w1szGprf1mmxw604 )

Featued image for: Self-Driving DevOps? How Stakpak Tackles Infrastructure Complexity (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3q5W1D6Dxd51_k-MVvPDnZ1NFHfcW4bR9_-6SRpbGW8lMGD24pT5fWW1Z6FcX6_lDXFW2wjBPn6xJXwSW829hJz8h_6yFW8VTGPq4CQP5JN779xFJ2zZzKW6DNTfk9g3vn6W8vf3Sv5RsqklW4hg2HS1HMR-2W8TRllr1XmSSzW70yxw23J-kv8W2rnR2f52vyfdW4k3tSF2H5mR1VVjTHG3Bs12QW83DF8l5frXnTW5C4nZv2NChC8W6gM3cW1CgYWdW5QkBnn37tk5WVR9JNn18sMFYW37G5KX5TYqcvN3-1yNrhG2mBW2bvBf51mMFYLW30wTRc6_R5TPW4lHBqW1PWq9gV93mLx29wsrLW5Mcfvf3zC_XlW282vtD2Gmkjrf6JCWdM04 )

DevOps (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3m4W5wC9xB3DRFKjW3Pw99d2pfVhPW5-N83t1FP8pbW6PsZ914Xrg11W92NHpR6q3jVnVDNLfK4hqJ8DV3g18K3WPDWRW6dYcrn5J93xTW8k_f-C19XR2cW2gxrrh6RLbPyW44HJd85lvMXWW2xTLLq9h44WdW7mmxSV5ZY4cqW6Rh86t3g9DHtVYNqYM3-YC87W7wV35K2nsdW6W8n0Bgl3rR0XjW3DKl1b72KHnhW3n4sK66--2WxW7-0JFp61blw-W91p8fC4-tvphW538DG23DVx17f2pR2Dl04 )

Self-Driving DevOps? How Stakpak Tackles Infrastructure Complexity (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3q5W1D6Dxd51_k-MVvPDnZ1NFHfcW4bR9_-6SRpbGW8lMGD24pT5fWW1Z6FcX6_lDXFW2wjBPn6xJXwSW829hJz8h_6yFW8VTGPq4CQP5JN779xFJ2zZzKW6DNTfk9g3vn6W8vf3Sv5RsqklW4hg2HS1HMR-2W8TRllr1XmSSzW70yxw23J-kv8W2rnR2f52vyfdW4k3tSF2H5mR1VVjTHG3Bs12QW83DF8l5frXnTW5C4nZv2NChC8W6gM3cW1CgYWdW5QkBnn37tk5WVR9JNn18sMFYW37G5KX5TYqcvN3-1yNrhG2mBW2bvBf51mMFYLW30wTRc6_R5TPW4lHBqW1PWq9gV93mLx29wsrLW5Mcfvf3zC_XlW282vtD2Gmkjrf6JCWdM04 )

by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3mpW96bT-N55PxjLW24wLHF2bd1vnW62B-c41p4pgjW4kt3xn6S1Cc9W7mH8rt23w1dCW7FBH6w6jM0zxW7T4nkz3XxYZ1VBR_ld2JMH2vW8ZmF5X1sfgmFW753qsc6_1w4gW6SjN2z74Clt9V9R7GL3r2nmGN4343fth0m3lW4kV6807YFykTW4TTy2P75r4CCW3x4zcM8x_wk3N8_FCp-X63L1V2czmT4tF4GXW7H-zYL5yb05mW2bwXxX3cdnxzW2VyG-M3frmpNW17VLcW5PpZm8VPS9Z-3gY4cgW6gx4Zh43YnCXf1fmlDb04 )

Featued image for: Goodbye Plugins: MCP Is Becoming the Universal Interface for AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3mrW4JXQsy16VVqfW79ctxw64-H-6W4krZKR4VCr-2N7YyGn8QrTbKVHtmpb6jF1rtVG10v382-FC_W50sgqz6vS8PYW3gNPh57F1n7SW8vvLyq7THh6WW62X0DW6sL9SLVq1pRq2xYN0NW7H9-Cj545nDnW22t-BS7KDjH8W5kfrtb2grXqMVKjyT0379w11W298r4L3JnFv2W5W8xQV3HBRcsW6P88Ls70jCl7W5lnT1c65BxHmW21zz-z87wbjNN44_dnb9j61xW1Hvhm52PXJycW4pms4j7pX-qhW5Z-X6l4m9bM1W18wmB-7gxPHdW75-G_P427K4gW5YXJJb1Mz21hW9ff7JX7RptX-W1V7k5T5VXw9YW2xTBDX7rjshgf8Hrj_P04 )

Model Context Protocol (MCP) (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3mDVrHxDw2P4HCfW35BX-x2TDK95W2rfyfh3l7-ggW5nYJmB8KmFfJW19scKz7s9QrvW1CJ17n8qwc4CN8vmzlKG6FjdN3WSlCg1Bt7VW3Tc97B7yqSvCW7P6fwg4J1-z2W71bmqj4-PN6KW8Q7Ly-63FxqHW1qlq0C5R-H-ZW5P9W952fJTR6W7f3y1-8Nl028W1D-P5Q8Xs_TJW3rzV324Lv4YnW8LDdvz8Gwp_xW6R8LX48yD5QDW6stDTC4bqlQDW8pLdXN8Q3BFnW3LtM6c2hpKShW7M3L431tGMzNW5-2-Cn2LXbGlf2FzBbs04 )

Goodbye Plugins: MCP Is Becoming the Universal Interface for AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3mrW4JXQsy16VVqfW79ctxw64-H-6W4krZKR4VCr-2N7YyGn8QrTbKVHtmpb6jF1rtVG10v382-FC_W50sgqz6vS8PYW3gNPh57F1n7SW8vvLyq7THh6WW62X0DW6sL9SLVq1pRq2xYN0NW7H9-Cj545nDnW22t-BS7KDjH8W5kfrtb2grXqMVKjyT0379w11W298r4L3JnFv2W5W8xQV3HBRcsW6P88Ls70jCl7W5lnT1c65BxHmW21zz-z87wbjNN44_dnb9j61xW1Hvhm52PXJycW4pms4j7pX-qhW5Z-X6l4m9bM1W18wmB-7gxPHdW75-G_P427K4gW5YXJJb1Mz21hW9ff7JX7RptX-W1V7k5T5VXw9YW2xTBDX7rjshgf8Hrj_P04 )

by Sowjanya Pandruju (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3n-W22w22Y7gZWqVSQq17cvrNcW1q7TD44bsPcfW38mWMb74vgL9V2zRTM1_ZZ9VW7ml8FJ71x3QNW3mNc348-c4SwVMXgzF5MBsmvN8Rxp3GMDQQZW5vPK7V6nbfSnW1M6sjZ3ZhqbxW3lC16r6pJ5csW3fQLYz3JFN66W21nRqV2vP53FW2T2Zd-3mQ0WrW2S5HM94Mbb2rW47KRX_76lF4WW59X3z97hfJtYN4hqKqJMcM9-W3NHSfk9jGZmrV443wh8Gy3lrMjG2X1c-NnyN39_LMZy4l04W4_VBNS3Rc7ZFf128dKd04 )

Featued image for: Martin Fowler on Preparing for AI’s Nondeterministic Computing (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3m_W3KZwcJ5MwH4xW2Zvl0g6FfPprW50Rkkx3h2Tx3W2XRjWZ6mqh0VW3XMyHR7_th0gW3HgwQ_3QMXzXW469pmr52vw-tW6BHnpZ19wwWgW7H05v326dr-sW7_K_bR4SH55BW6pjdWS5sB0gvW6SvR394P8K8lW4zWdDY2dzzmpVT1h4-24z5lTW6PThxl3hyWktW92bKHH8H-WT-W7nrgZx8_Dv2ZVx7HGV77d6tYW8sqLLR2K4w7hVPzKw618MflCMsjSmphH8ZQW1r_vdf8MfcRxW344cn-3GTQx7W3-JR9n39rB07W5QzY5H3w1XfvVQ52y35973RgW9bCHV85X0BJfW126Rtb4HzBRTW5TwlY76xQkd0VSFpM-6B4v5lf7fhf0n04 )

AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-F3prCCW6N1vHY6lZ3lTW8G2hPD2jjM1_N7bGPwx12zw1W2WPbBx31zgYyW1KDy4g4RsFcXW2YJNrP17qc3VW8TN0B-4c5dvDW7Jb2PZ5bwQ42W32frcg5mVrC7W856wc851GP9jW5J__6-4v1w7bN2_dxdpST9KDVFTxPw31vSyHVZkCbw5LSzc1W87v0WF5xD1zYW10S1nq8GmT8bW7_l7N-67XV8bVYvHCm20hmCcW8lNdDz23Kf1kW74FdfG4QJ9r0W8qqyXL4W6jRQW7SKt4c8x4PVzV8GHGs80pDb8f8K7fCH04 )

Martin Fowler on Preparing for AI's Nondeterministic Computing (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3prCCW95jsWP6lZ3m_W3KZwcJ5MwH4xW2Zvl0g6FfPprW50Rkkx3h2Tx3W2XRjWZ6mqh0VW3XMyHR7_th0gW3HgwQ_3QMXzXW469pmr52vw-tW6BHnpZ19wwWgW7H05v326dr-sW7_K_bR4SH55BW6pjdWS5sB0gvW6SvR394P8K8lW4zWdDY2dzzmpVT1h4-24z5lTW6PThxl3hyWktW92bKHH8H-WT-W7nrgZx8_Dv2ZVx7HGV77d6tYW8sqLLR2K4w7hVPzKw618MflCMsjSmphH8ZQW1r_vdf8MfcRxW344cn-3GTQx7W3-JR9n39rB07W5QzY5H3w1XfvVQ52y35973RgW9bCHV85X0BJfW126Rtb4HzBRTW5TwlY76xQkd0VSFpM-6B4v5lf7fhf0n04 )

by Joab Jackson (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL-Y3prCCW7lCdLW6lZ3lSVbCHGK3nF13tW1KRh_01SyvSwW36Y0ZX1Kk_jVN5RL6rSGq7SvW1_XVJ79kXrsKW4kDQ1m3CXvGrW7c4JmX4JYymfW2q6y903Q0z2SW7wPtX96rcwQwN502MDL1jXlrW5kfrqk58zynkW7xbnT34mbcvQW4K0Ccr3Xf39hW6ZWzRh5gPw0NW9hyMdY7sPCfmW13-f6d8XY2K2W2WRtW07mw0r3W2-ypmK4zPBkmW3Fl-xD2Fl8b8W8dq3X72PxSDjW8rmCwd1SWKfvW8pLhNc5sN1khW4NPlrk7CVjGlTRzvm64Y6yjf3p26m604 )

NEW Webinar: Avoiding the Argo Ceiling

From our partner
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Hitting the Argo Ceiling means tab fatigue, glue code, and lost engineering time. Join Harness and TNS on January 20 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_R3gP0xW95jsWP6lZ3kWW6P1qWj8NwbpCVPbJ756V1QPSW6yPgw77l2T-3W8yfdF63gnKJ_W6YXz2m4B5fs0W34LNqc8tj0p0W54wGSG16y_KTW3-0FqS8j8NhgW6SqkKw4V1ZKBW3SCRyc7zXQ7LW3QRrhX4tr_KRVKSpjf6sfxmPW6K1cXz2r6MzZW5CvG872T4Mc3VdtJpV1BN9gCW6CgP4F5CxZ0YW4fktTQ5C7Qn1VSWCTw5qRnkSW1F0_-k1S8F95W6vC58W3xPBzRW3lqKwC2qKySKW8XfxwT8SZh1ZW3bD7333Q0pwPW8LQWfX5yKYvVV35BW_8pdwpXN8GbMQ0PLbRRW5tcgmt5n5VS5W6nkm131vS-HDN3JrfXR9hTFlW3QCKYM1WjRwQf85Ffzs04 ) to learn how enterprises fix GitOps sprawl without replacing their tools.

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FLOW STATE

Guide: How to Stress-Test Your ML Data Pipelines

How to inject controlled failures into data pipelines, feature stores and model registries to uncover hidden weaknesses before they affect users.

Explore the Guide
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3gP0xW7Y8-PT6lZ3nbW7gN_-y232M1sW5c-ZDM5hnPk9W9fTBYQ6mpDndW1B4fwC7Z950bW7JHxJq6jGtScW2VrbjZ45rB-LW7Z6wm95JWtPRW4KmVhl3ljt1GN3Mjvct6hhGCW3VHd229lZqn3VJ9Tb73VftwVW4qLrXJ6mKyzBW7jPwZr1lkCwTW7l10rG3plvQfN9kBY2zQGQMDW1Vrl0Q1RllXFW5bjNWP86f9-gN77Vvq9jlwwRW6DYBJb3zMfy1W2WHcTm4shlCTN64TRqqTDQJtW3ph_8T68q4fSW8_9rV_79G1ChW66MXP77RpfMYF6ln0Cfnr5LW16Y3Zk5MfT7zf6MV7x-04 )

Watch: Why AI Parallelization Will Be One of the Biggest Challenges of 2026

How enterprises will run multiple AI agents while maintaining security and state is poised to become a mainstream problem.

Watch the Episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_x3gP0xW8wLKSR6lZ3p3N75q6BywjWGCN569-_GrjKMFW2rb4xZ99CR9rN9c8yVg75WT_W3Wj0wm44YRBjW2T3hzJ1FhT8wW4JbxcT64DVl8N9kQrdq-f_ZqF3V6P_lSGHDW535wL81JvsHLW3xkZkj7K7JGRN3KRNJwtst6XW3bF53D2l8NsdW4fvZV87qkYJ2N1k1srBW2kbHW8TQn-w7mJ9X6W5XsfNy8Ks368W59HK6z4Zw7L9W970xz_3ZVQ9lW8Gf0qg9j1RvrW1sjKYs168VVyW11zyt44jm8KKW4KtQFV3VngzvW3Z8Gyb85kPr3W6Xs4P73dQltsW338YHw75-CZbN5s215Kdbw-FN67-4tXXl1QYf2j_r_z04 )

Trending: ObsidianOS, a Challenging but Reliable Linux Distribution

This Linux distribution uses on A/B partitioning on a standard Linux file system to improve reliability, though installation of the desktop is a trial.

Check It Out
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3gP0xW7Y8-PT6lZ3kKW92n5jb7PdHyJW17bNSW8GnP0sVX2zrR99PwYHW9f7WxS1Rh018N1HzHdvXNq1dW76nXVq60WXqpW8xZhXx3r0NjcW7-V49C6k5bQgVRy9CB1YcJbMW5hTTQL3nWC8bN6fc6dGhpRk8W91SbgR2lwB8PW96knm-7LqWczN7vFL8r6RhDBW1dDkXx6xKmjvW8zz2w12n06GyW7W2HM-6Hr-17W7_Lzs-8-SrTsW4yftV67dxgvyVWtXvv37sMsgW50-MxK7jXTwcW3v-Kxq2XHG1BW686WZY21hLR9VZ6-R07WglNVW9dM7bv6RLcDlW7Fnb5Y1d5bGKf6hn4Rs04 )

Look: How to Load Balance Streamable MCP Servers

Build a load-balancing layer that distributes traffic intelligently and enforces protocol rules at the edge, enhancing your AI gateway strategy.

Take a Look
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrJ7C4fB6HLN44qNw56ThkzVVm64t5HJXYdN1RGL_d3gP0xW7Y8-PT6lZ3mdW6fQb3H5RzllTW1kq_Cl1F-ClHW8-9-1_55Fd5RW34fWsg8_nm0jW5RQY2z6NT4DpVd-XHg32TpTdW28M0-G3SBRQjVRTw4d94DQvTW4RdwZx7bzfNrW6Qcnpd47_vRfW9hqljS6rDRFZW6rGH904pCRN0W10h0tL2FDc_qW7Q17WX1pnwlDW7F85ZS83y96HN3HWBdQlT-hGVTb4NN3-_m6WW8-FYWM3SV3z4W5CgxYC3TdY2PVk5lwB4lz7DPW7Ll2t35yC74YW2B6K9W30wBk2N5DVbRBXt9H6W2DYJ9Z3lp0GtW6_k8QS1-yspVW4Cscff6FC9Ykf8DpySK04 )

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