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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;">Enterprise Uses for CNCF's New Graduate, Dragonfly</div>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYg3qgz0W6N1vHY6lZ3nlW64Y3h_4L3kmjW22Zq-t7pwlnvW1JcgQY7W5wX9W7SqkGN8_dlzsW87lSkX7DsfxCW94PJ_m4JYs9RW7kq9fk82ThPkW15gMmg8058kFW6qkFhR3W_8BBW76MrRH65hjzzW3T5jSG2rBv5DW28V5cR5j_lZ5W1y5K3P2NPb_JW71jhmX1G2375W7mmW0P2XXT55W8q4mPn3CSVZpW8JZls05WJV0jW2P2Zjn5y7FpfW6_TnvM4H5dx9W79B3xr9hQj_mW7GbC7z70Bd5wW6yz_0N5QMHx4f8PFSSz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JGASM9dK" target="_blank">
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pX-5nR3bW69t95C6lZ3kWW4c40gY3WkWByN2R-FH2MmsxZN3Cs-dywm3PlW1DrZkX3FBFk_W3t9F7X9jJZ1YW4N9lg851-j18W6bkt_N3qG5w2N9kJQL0jH97HN1twwhQ8-KN-W63nZ901SM5fcW8pPCKG5DWVmsW2mrNC72Vk_-_W3LQGdZ7nq9V-N4kccYxMHGGqN5mF3RlzvYNbW33rRCn3_05k_W3zg1R_2kxvrQVsF4P214SD5HW1l04J35BqP4rW2CDy-V2z8pLpN1bqyJ6k13nJW3Zm_Y95GkKKDW4BkMRg7V1wmCW2svKXC5kvkMRW1StRCh3-S_3tW8dLhjY4NZ3HFW6yMnq98X8cTqW2PrgDP25kKXPW3Hnr9L3H0zYcW6640W81jZS3ZVnbQmS1SP7xnN8vZjGm-dXPhW4wmnDF8r1wpRW1rxf8_3zZ9VgN1nqMBYLzq1CW3X-2m04MfTqVf1H7g_l04" class="link-view-in-browser" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="U6+vP8Ug">
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January 16, 2026
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<h1 style="font-size:24px; line-height:1.1">Enterprise Uses for CNCF's New Graduate, Dragonfly</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Congratulations to the the Dragonfly project, the open source peer-to-peer image and file distribution system that just graduated from the Cloud Native Computing Foundation’s incubation program. In today’s post, TNS Senior Editor Joab Jackson <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83hCZYW8wLKSR6lZ3pxW2bMTth4WJMS5W7v6XFp333RDrV5SQNv1Lm0y-W2Rsjb67f_T40W6tBtZD3K6yqqW1j3Y_f8SC4h1W4Xgl_P2N2rxfW3Y0cdb6s-ZLxW7Fw7zG5dFhF5W72Ds-W6_-cjpW7DgJNN30q8nwVNtM7n281TfyW4PdYc_1xP5GsW4qMPQP5KBWvQW2P8YQm6HS6kqW5qWbPT3jFxzkW7SBbzg8d4H87N7X2zB2Wf_PhW1VctJs8fhbbDVZcXjJ71qHdgW1Srf3g915R94W464yDQ8c8DKSN4LnWl0mgwr0N3nkLq5SqH6xVSRwRB786cP_W3hS0_h8xH-zqW34lrPP5v0xLKW2ncQ_P6V11NSf6Z4LJK04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Sf8Em7wh" target="_blank">looks at Dragonfly’s organizational use cases</a>.</p>
<p style="margin-bottom: 1em; ">In other technology news we’re covering today:</p>
<ul>
<li style="margin-bottom:15px">The Nvidia DGX Spark is a compact, $3,999 “personal AI supercomputer” powered by the GB10 Grace Blackwell Superchip, writes TNS regular contributor Janakiram MSV. It’s designed to decouple AI development from costly and latent cloud infrastructure. Find out why Janakiram says <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3hCZYW7Y8-PT6lZ3krW2pN4vX36dzKnW85ddqg15W5D5W6yc4HB8HCSlrW2dknGV6ZTKYtN8YXNmDc1c5bW6z-9Zr8rQx-nW34-8bB50g8wJW9blg0N2z841kW4q6Ddp7DP1zKW4Cx3G46KnNT6W5CyjwJ124HDxW1g-RNg81QWMzMmV5FR7TVf6W1k7hVN14Wrw2W8S8tLM7LdsqwW6Wpzht4vSCMmW5ck-p16TFCNgW27Ph-z9b0FlZW7SW0D34-q61XW1dp0cb485Lq2W8GqCJ15lpSjVW6vfBYC9lJD0CW8gM6FN6J774KW13Hxtg4KX3jRVVfRyT2nz7vzW8kGRGr4kw7SNdCkXhv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8+4OMIDW" target="_blank">it represents a ”meaningful shift in AI development infrastructure.”</a></li>
<li style="margin-bottom:15px">Modern AI models are currently “stateless,” so they forget every interaction immediately. That could change, however. New “memory” architectures like vector stores and knowledge graphs could give agents long-term recall, writes Nicole Seah in this contributed post. She explains <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83hCZYW8wLKSR6lZ3pxW1NN7CD7fRC9MW9fGNQV38tm0BW3Rblnd2WCln8W1xgG6156cVCVW95Txqr1_lZvBW1CznxW4GQZHkN1YslRF6nCb2W2PF7sn6-fnlRN6W6LbH9KhtJW30FXmt10q0SMW1ySBxc5bWp8TW2vpRBD54ZP6YW1Ps2M94GMt1mW98yNkx6hQ5RgW5W-klX7qB8P7W48RY3B2kS65lW926VYk7Sc9lbW1JrNW-8HM60nW29tH4D3nqFcMW427tYB4TsJ4KW4yhNQw7ZL0WyW5ChWD04x61_4VPsQ8X8tT2x2W1tbmhg54xhl9W3v4fJf8fKV78W1sj_f52JJ6_bW4Wk7Zs3SdTmrW38vCQG30mYR9dnRxYH04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="wHlOKCSn" target="_blank">what that could mean for AI context windows</a>.</li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3n4W55P1Lt4mkcWPVR2TzP5GWtgcW4MswwG73J0cHW8P4qxG5mZkv7W7rD_w-8hWKhBW1S7k-M5b2ggTW2kFJ_m6BSdkpW5lGp-C5HklC7W4sbsyx5wDV3CN8RPvphT7zHzW6KF0DY5ptkrpW90v7X0868yMGN9gVNZPB70gdVZ_qK_8KDp5MW2JRVST6KmktNW6WxsWj6vwKt2W1q7ckB6nB3lgW74R2nD5ZZG3dW2GYHDq3bXsr-W68CH4t13p4m9M3324dtw6rpW9jHWmp6tg9F4W3R2Cz47KYBzkN32fF6qygcyGW6LQvnr79VczbW8wfYWy2P4-LTf53Hyyz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sO4F2z1B" target="_blank">Loraine Lawson</a>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">TOP OF THE STACK</h2>
<h1 style="font-size:24px; line-height:1.1">You Might Not Know This, but Your NAS Might Be a Good Docker Server</h1>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3l0N1D9X-lzztPVN84k88MJMyzMW7xqGN65K0NM8VKHYdm6J7vH5W8ssglk7MpCK7VvWsd72R3y1PN19TKR57dst8W5wKv5F7vLZq2W7jvrm_7LY7jbW7K28Q83L_6glW7JC0_W4N1xkyW9kZrCy3MPzr-W23byWh41199bW34nWtH26d4VWW9g6GTw8fDPNYW7w3Q5K1P8zlfW4lTvsB4LY8w2W4GkL9m3qybRdVtzw9r4Dqd9VW1JJ6_j90d0LRW4GmkPp5MTY_cW5GyQ4g8ZVQ6jW7457Gt8JkPG2W3T2Kqs1NNMKzW3tzF8Y232QTjW8wn5nt3mH6Cwd791z004" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UnFJDxbL" target="_blank">Jack Wallen</a>
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<div class="excerpt" style="margin-bottom:15px">
Modern NAS devices with Docker support can transform storage boxes into home labs for deploying containers like Nextcloud with proper database backends. </div>
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Recently, I procured a Zettlab AI NAS. This was mostly to be used to house a metric ton of video files that I work with, as... </div>
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<h1 style="font-size:24px; line-height:1.1">Join Us Live. Avoid the Argo Ceiling!</h1>
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<p style="margin-bottom: 1em; ">The Argo Ceiling shows up as tab fatigue, glue code and lost productivity. Don’t miss this insightful webinar! <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3hCZYW95jsWP6lZ3nTN1v2hBd_G3zNW54RvVs7vb23YW10y6gQ5SWdkLW64QR0f7yrzRmW3SP47x74kLpDW4Tk5Vs567pGfW275G5m2C7y0PVKJtQM2RVg-JW6wKsf52KGH4ZW3-p-wc52t3cnW6vd-j62Mh1dsW5HQGnB2K4Tx9VNQnbS3BB-hJW2YSpFp6_TZl5W8dt3ff7vDRqKN6mBBz4gFcRXW78BFBH4SjwS0W8jXZVc5gvgyHW6rVlvb5MX7DKW41mwPF4ZP0JGW2Z90Yh3CC102W65hgrw7gWxrmN40Q6QLZlY_1W3vJDyv5rGrxWW6PNP6C5TFqV8W24zHMm8JR4mPVCgvJ_5bH5PnW1_FwpM3PRl_SW6DGbMK1Z4Lf2W8Yj_8K95xSHgf4JThK004" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="dSMQXe65" target="_blank">Join us live on February 20</a> as we explore how enterprises regain control of GitOps without replacing their existing tools.</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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Frontend Development </a>
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Cloudflare Acquires Team Behind Open Source Framework Astro </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3lGW5lMqqw8jkYGsW3BGhtw5w_jpHW2m0kxV8y4cWvW8LllkX2lc-55W2kW55t1HBNkLW83nYz32LxqKQW2fzfGd2nztcwW2Pc3Mn5lYdyCW8JqCd75frBGjW9211lZ1ZympyW6jGdrf7CBHjbW4b4jxF7l2FphW5PYG6q6hgrHfW9cqjwM2kQhpNW2kL4T27Gf4l5W596K3W6-lpGdW7sY-VB2H3xTDN7MqjFcwXGBZW6mx2p44wBCSFW17C44D60GxqxW1s0q9y4sp6fmW2qkkJP3x-VCRW9l_XBp6Y5PKFW5qgynn7G2mHfN12YGXsw1vCPV89Jq95NcjYGdZ3kfK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="ssHdq9Wg">Loraine Lawson</a>
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Large Language Models </a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3l2W2xHg653649fLW7fXkkx4S1mkdW65rqxr4THVW9W5414_L3C2D6SW2ZYl2639-rP3N18gLYHdfCHxW6YFlbh4bpcfwW8tYkSw2zMsWdW66y0mv5Xm831W3J8CtZ6rd43dW45VN2X2cLjBKW3SlxHj5Kz7P0W2-vftw4mx37nW2mNlwq3xB9KHV-Zkq_6MZ-LKW6JgHWY90s7BCW6DfRTt8xvNx1W53tgTz8rTMdPW3dvW1t2P9JzVW4M1tDQ8J_2DQN1ppYlcXJjZmW6GG2_68FykpnW42bQNT5L-f7LW8rhFGS6p1ZWRW45VDPm2Dk28gW1BnMJp1jnZJHW7p_fNc7t6cV4N7F329fxJgdNW7zVF3q2DLD17W4vHrw61_VFYmf384Dsd04" 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="Nn2RqLJ8">
SLMs vs. LLMs: Why Smaller AI Models Win in Business </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3kJN3t-dgMXCzWkW40ThNz16Y49tW16z0Rh8T4rdCW5fHKH98cK8pgW7FyBMm8mzqPfW8SkVc48K-56CN3bWVFbykyjRVBgMRM6xLJ9dN1XwdrDVSHxnW2C9Qk42fjqSrVyn-sY3cm72-N4MzSfTGzDb0W4-Sk2C3HNG4xW7-ygHv3xJXY0W2G762N4--BWdW3TlDxP5Zl_hNW5zp-l036s3t0W268lQL6X2tK7W7JCtkn3w_W_rW53ZVq66z46wWN6SXJ4jrNtsdW8LcDDt9hml87N5qZDyc8T_3tW1htsNw604NMwW5gxcgr7_ZXKmW5DJMP26sJ9nTf2MwVCx04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="QRoU6wGa">Sean Falconer</a>
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<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3mLVHv2w72TtcdyV_1xRJ46-fXVN2Lj8G2NcjVBW960Ywb5H30VFW5H4J7L5wMKByW6T2P1K5S7tFzW3KZ5cN2DPcG9W2t2Kky1twKkjW5SlnRy6lDsBFN6GX-L39nwr4W3v4gt-8NBfzpW61JCVS1mhhBNW16VjvY7C2ZTNW6yDCbc3w8bvrW1cNRt_2B4yCnW6mcPdb1w54znW2-7SVZ3c5grGN86c1MQ_P-WnW6YhsXD2L-ZchV2lxmh5kBvsNW90wmKV1MthP_W2FsnD42nC8myW29Knb51t4ZtNW2ZF--P8X_CzvN3r0jprW2pnhW4Fh79p7XrY52M1-h20MCWtsVkx19Z1KRMhnW1KrZkx490xDhW6Y-kXC42HwK8f6vrd1l04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="JGNtL5xd">
<img src="https://cdn.thenewstack.io/media/2026/01/2d65b28b-conductor-1024x576.jpg" alt="Featued image for: Orchestration: The Key to Integrating AI with Legacy 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3lGN50FMwQ81NzXW35CDLY5mRHQdW8hjtmT69HPDfW4gHpcp6-M9NzW5QL2c_7fhcLrW4Cl93y99StGsW5ngncq8N6mf5W26Mb893t7PdRW7lr4qg98VvrbW7w3kzb20dQ6vW8GkvzF1jDqrRW1G1_w97bG0JBW7RjQKF5cT8hpVXSdfj6-Gt8VW4cLSGJ9jnfQ2W4-Qb4Q8-VmtXW64sjgL8QDVsrW2lDclh9hp9Z5W4Wb5WQ5-CgDZV-zSsb8kV0W9W87GbyG7BbbWFW6MwSpx6Y6LxsVV1Nbv7wM_tlW7Y2SD64-T1gtf2z-Pmq04" 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="yeB30Gql">
AI Strategy </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3nKW31wFy69gHstTW8cGQS_58lKXbW3RT3cL5QD7vhW8GDlJP6pvMzfW13jSh85J2vHHW7ZvJ9Y8yxFz5W6WGn281ht922VDr1LW2MD-gpW45VL8l2YkTnWW7Jnw_f4DMCW1MdHnC0w3drqW197NyV3fnm9lN4R8rhglRNP0W9bVjmw8TNyrcW6dZxmC1grxbzW3kvMys5BZQKpW4Zm1nM5JBtmJW5X1z8968HhvbW5vStX-1XyQQBW56Nx1F7JGQ4bVl-z441m226_W8Rc0tw22Zw8NW1ftszk8qNlr1W6Zg1v27Zjn5KW12DFCy5pT_ltW58K8QZ1Q1vWlW1WvLQs4j0qcYVPVFYK8psjxkVTVhmR5nlD9mW4G9zGR22L14wf97z_BF04" 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="cPDcWsad">
Orchestration: The Key to Integrating AI with Legacy 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3n4W2JXBX01tTph2W7M8HBK3ycmF-N5Y3Fs745grMN8hH99Ml6bxsW7ZLzPj9lGYW2W24hz6p2jBFzRW6h5DTP1y7HG0W7qY0t32KPv8bW7kpHfd6KD55ZW3j42W77VtDYbW2Br7bc6CKB4GW2s5xVh33ddPBV4XG4n6wBS3cW1StXTR9k5jjSW5jrtG-3Xdxm5W4lRHtd745d1FW1KRnC78VHcD8W1XtNkY47QzrQW815xV_2_1LzzN4CMKQp3S_sTW4Th0R21mxXXKW27zkLB2Pk8pSW4M3ChH42NZtyW8_g_lW3rfQ9vW5FPB_V6cBRJvW6sJ-lS5rtTq2dvmq9v04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="GD9kSymI">Jakob Freund</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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3l7W5LrYz49h_vKdW33WBm53wGKS0W7c1qF02D71HLW3M0nKw4z-lCJW7B0Gt84SG-Q1W8dSFH13hbRP-W6gwFLP3nm5jbW1RtjBz3HQ64PW2_PjFK7kdtBcW260pnf881GYRW36ghHT7dXBKgW7bYFRW7-BbwXW7vCdqw5JyYnTN23V8S2cz30vW5Tn2Br1jWxBnW8BVk7r3ZXQ0MW8LMHGq267ggRW4F1kc47n_69rW1ZMlsd1f0dkGW3DRD9-50N-zlW2vsjNS8kTNJJW4f8dVz80mwtWW7q-Rlz2TmMScW5KKpgC8vg1BjW5PN8dT6xG_9pW1wJvCm1D2B8HW6hJJsk2ZbB-YV1QrXT6dCQ8PW1LYp5S6VYwFJW4dSPFg8vJzW6f6sj2JP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="/d8XZC/D">
<img src="https://cdn.thenewstack.io/media/2026/01/ead2801b-memory-1024x576.jpg" alt="Featued image for: Memory for AI Agents: A New Paradigm of Context Engineering" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3l8W2Cz6Nk7fRWySW5fd1Rw19fGdRW1zBdJG5QndPQW1P5dZs6WqyWqW6tpCYF2Qly0lVPm83468cCqrW8jG_Sh2KcyKkW4qFddl2ws-tSV1NwzD4l96ZtW4zM6Kt108yC_W2s5cVs8V6KCdW6kNlC43KfqrcVNRpGt5Nsms9W10wW7Y8DKDhjW5ryQ597wq55BW2fQgYx574DgYW7mtF4f6DbY80W3TmGJz6hnhfJW5hzjSp3lGnTKW3vCmyw4PmBKCW5_J6Tj6gZDbqVyDsGR84F-jkVdhMWm3y5wDjW2cr5Gj6HNcLlW5VNpwk7yR70nW81P6g02B-5tBf3FLFfl04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="Yl8QK0Uv">
AI Infrastructure </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3nMW1C_CDm8mDFmNW2Hdysf1NykgLW12NRqV6xvrM0N5hLZ0_18KbnV-SkDC1h916SW2V2qyl6rPj72W191Mn_3W_HtPW5hL74980PBvwW2v6N-t6g20VhW3mKdvD8JdK--W1jPrmx5qgT7xW2qNjst5kH_lMN2dvJ0d2kzJhW3Sjj295rtJtSW3YYJSm4cnHSNW1NSvln5HnGrbW8qJ0LL7bbtpGW7XxWh71pBMxqW5YmR4s7-FJm9W7WGMRv3X_RCnW5nsDqS99DD-vVgknbj2v3KTkW3czNbD5ywQ-BMw4zFbNPLkzVQg7mV4Slmp7W1TwB1d8NXzjYW6Ryy649gFF7xVc-kSR9lGH3lW2qDwMl2D90FwW3W8fCj7QDcjWf5vHKR004" 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="Z650LnvL">
Memory for AI Agents: A New Paradigm of Context Engineering </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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3pXW9bDpWw6zp3yQW3lZjX734KhhfN7VSj99XVD9YW7-r6wZ4wLhG3N3VrGKzrXbfBW9glbrf7SG3vfW5T7NZF6mWPhnW5XJJ4q1rPYVXW4vnkfJ2R0-QHW6-Pn394gXgPsW89JzMC2R2ZF8W2fwJTK2l3MYPW39Q9_r4Jdxh8W1DHMjk4FjyC8W2C3-tX3JBbzxW8wmDbp5Pv0PMW8lJ7dV7jhSSlW96XlpW2h-pNSW59nMvV1QNP_QW2BcVZ78xyQ3SW5N4p511cQF64W7lsr_z1gVFBKW5hBgVZ2cRDZqW13-8bs90CdF0W8S9W782kdkcDW69Dt0Y5C2jF2f7N5t7v04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="oVO6hEYh">Nicole Seah</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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3m7W8v2vvT15Vc-RW37FWx64zCFGZW79VNW5556NdLW4y7ByQ3S6sCCM31Rf1VZ1-5N3df6Nrn0LS_W8TZxV_3q1DSKW7X2dCb96NxsxW3hqbK_22GRN4W8KNt2R7t27hcVGfkQ08c178zW2Lw28b1qP3c_W4-ldDd1rcPn_VlTYtP19HCvfW86Kgg_8NQHdWW8f7MV33sXj0zW6mBnMj2g1xgwW65BZ7G3rDXFdMcWNnGr-3RjW53zxQr2R20p-W4r-CZY1JbbNLW6B_yHy6hJrHhW8b7ZBM4_b2KcW3GY-gr6pTC9jW4--x6V2TM3h5W8658r94-cBc5W28mll58-gyJ4W9kVGtH4h_7DSN41BQqSpnCL2W3WN3Lg80cHG9f1Kr4Ms04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="VfaRg/rx">
<img src="https://cdn.thenewstack.io/media/2026/01/5b45a2fd-dragonfly-1024x683.png" alt="Featued image for: CNCF Dragonfly Speeds Container, Model Sharing with P2P" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3kYW9jNnKM7VhLhkN6WQ46r2CyScW8nhSfD1p8N7FMJPvWmDjRz3W54tZyX2zwztyW4wqV3J2x3GJrW4LD75G5k-m42W8xFgxW2Xn90BW6tztDL1WycKHW3pKwvc8PL-pDV6DYTr2yfG48W84XS6G76vbk8W3XlpkP8sWqBzW6z0HMh3DD5czW6FTP-S2Mg0tSW1BGBc253nGCgW1Kz6dN4PCyJqW8tkDPy3k9sCSW4SMdNC5Rm4NrW5DDY8L1mR_C1W43JsF22CJgRBVWfSGK3D8NW5W6_fKvL8PYY2HW881tLn5P9gbXf7LMG7b04" 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="wJzoBojZ">
Open Source </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3n4W1FWvSy1ScZpjW1q7gHK13jjfwW4C-v7q128C9VVGK11p2cl9RbW2wn7V81qTkTMW7my9bl8MJrskW1F5TvT7hBZX7VWdZSS5bkly6N46dWykFDgBsW8m4LfX4m9hVZV943Mz84S6JxW6cd2r-8FZbFjW2yz5Cl6-kQ3cW5nPpFy7rpgNlN7q70lLx69YnW4rc5Ql3CXY-YVt6Z5V7c0kPFV2_TtZ7djNBgN4lFM9g6FTdJW1nQRQ45BclRkW4d1XF76PJ90VN2tNYsLTnYNcW79-mhZ7QdT0SW5wqg7g3QX-G0W5N93fb5Xq6Z7W2PJw_65BgYBQW8D6dmT86gfZBW8Y3QNH3qFrCzW4CZcH08Bdz4LN55t9HPXYDg0f1dZT5l04" 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="P25WHJwq">
CNCF Dragonfly Speeds Container, Model Sharing with P2P </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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3lkW3FsFSm47kZgFVN8-xP4XFsd7MVzQxygD7TZW6dQpT252z9lHW54SHKh28RnmSW83KJF-7bL8yjW2LFrgH11fVyBN8mpFyGBfVsGW6pStnC2KzYTcW8GhZPv5djt3qW8vXVDS4K3l0CW96yxfy3nKSrXW5ZwJ9s1bRTcMW2h2d7T1R_bDhW2JT41z1-_19RW3C62Ng6sfgmlW4ZjVBX2QH54VN2H_LQ4FZG4sW8s9M1w7Q-VLZW4zf0bm8yBZdGW6Whll73fldgHV9K9nN5GNz2bW26FfKP5zFDVbW4w67rk7BFKW4f5s45nn04" 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>
<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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83qgz0W8wLKSR6lZ3kwW8QkvkX5R-XJsW5YxT_Q8Hbc99W7FvVS16zQMlCN5ZJ-w--MsJfVR4gjC3wRjKdW37p8XP2mwkVmW6fr8_-7WmQ9bW70NRXh9f3c11Vs6w7g2xhthbVyB64y4b241zW43hyGG5j2sV9VhRpkj6131VjN3jTZHD2W8mKW5hws3860l7V8W3ThXZ84cncNgW49p-RJ8bVGtMW45JKV09lPsxYW24LGZy2Xjv66VbM5PM7gjFH4N5dRySDcS8JNN2Hm8hj493wYVnzZDN2kxX7hN3kSrS8YnJM4W7ZSPKW7sc8q9W6Xs9tq4nJ1xGW7_GLxc8jv1J8W8Q6H307fb27HW8C6pny9c5-zJf62gtY004" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="0URnSVcy">
<img src="https://cdn.thenewstack.io/media/2026/01/a7fb5204-dgx-spark.b8400a71-1024x572.jpg" alt="Featued image for: Nvidia DGX Spark: The New Stack Developer’s Guide" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3m_W7q8x6y2FgmKMW1wBGqS4bvQ9xW6v9T683HD5PyW25SgTH1GxwpLVgLV9D2FDMQpW5GqqSl3drl4sW1mpcHL8t0CYgW4JHXyq37_CFHW3x6B284ZgWJPV_7FVY74ywSTW8sM-Zx1R2ymbW12VWts5wMRGFW8QYb4B6MD-7NW6f25zq5pKjSrW96vtFx7JYTJyW279c-J1J3WGWW1MrhT05tNKPjW1Y0hsB5hmy_fW7qSzl625cSZSN38xRHnzGx97W3thzZT8s9ljpW39KN1z1RGY5bW6X7QbM1n790FW74WMhc2dW7jMf1jv4MW04" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83qgz0W8wLKSR6lZ3p2W46J_8f47gyyzW5GCSPk8NRQ2wW9dxV-m4h45d_VZhKXy52PS3mW5XcypT1CPhX0VN2CtX6qFsP3W7bj9Dd3pkS72W8zxsHR5C6XTTW4STMhm8pT1zLW6Q6T906m_bT7W1nVxFb2RPWMTW7QLMCc5CLRT3W6JsGhl2_X8bYW50rv-Q2qPdqgW6T3dKZ5dYSBzW7V0BSF1t7rVVW3KmDS55QWn62W8NRYQf88H4HlW3G_4dG834GzDW8hvVVV1CXWNsV2wn8m8-NRCNN3lmLT9wSMc2V3YN4v4M9xq4W4qFJVy39F5gbN6MCrRPYQCyZW7b-tf_1bTjJxW4X4T6n1SVXHLVYSRD94LyJz3f8F56Dv04" 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="J74mLJ0i">
Nvidia DGX Spark: The New Stack Developer's Guide </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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3nZW245ngR1rgfv2VbFxPn34nfKMN1brclFt7B-gVgCh4c1fdNzhW7q-s4T7xFFwRW16wkQ91_2r5fW6sKD4x37z8FBW3G_HF253fpZNW96D9-98yH5TQW2QQVM_1D0KD4W2H1yy-6sqm59W7fdP3K4X4FbnW41-nt55BH7wKW8wQf773YFRdYVW3HJJ7GxCvvW8n3RbN2flZ1XW2B2lVb8MMWBzW5z6xqB8_HhrmW1Fv7G01Jm9f8W6zqjQL3MhdgjN8HmF814rLt6W85QYP74Bqm01W2JJ3vJ4rkxhcW4f4cgv8grgy8f5GZmYW04" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3kwW3lcldn5ff_Y6W7ddPc2467DqCW6pNyCb15b9j1N4vBds6ZQwr3V86hvB3WnPL1TFqTm2FZ_ZmW4h0FJF4mxyYxW8dR5lW5qQb89N7_MDvkqQLtbW36gJnB8_Vh34W8C0p-K1v9W2XW8bGwQW6tGJcGW2lm_9Q8hCMHZW316JqT17yFbFVnDLFq6jtY6_W8wF8Mb3xpHldW7q4Dsd4qsdypW2z46bC1M1dn-W4sK7J14cWpHrW5Jq-XF1k-JtlM5M2Svzf2q1W682vD459TSh3VGbGPB3CHzwDW4k2dhH40Tyz6VgH_Ng5fpyLGW52zQff97XSg_W1BPyJ51Zl_2kW6S7k5V5hWlN7W7S3Wgb6m8RWXW956t1R4CWCRMf8nxy3P04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="JZWQcwKT">
<img src="https://cdn.thenewstack.io/media/2026/01/1b00d11a-wolf-1024x576.jpg" alt="Featued image for: The New Threats: Attackers Don’t Just Break In, They Blend In" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3kVW1thM7X1q3m-FW7JS8Yy4N-cnDW6g2Dhp3g0gZjN2THF86jL26yW4MC3868sH1l0W57RpQx7nqRdHW2-Lqvg2CQHDqW2nzJbg3F9tPmW56HWMt3-SJSPW7FWjgG1swW8-W6dLg5f8HzzKbW1MSyk-1fFX_XN7-Ps6p7QjM5W1zPmFK1f0191W4HKF0B3qL1nfW7J9Zgp8wNsK2W1Z5lW71CZXS_W2YRpqf7NzF_SW7V5dh52Q1BL4W11ThD922k7fgW8SL7qg3rp-GmN2GRhvPZVMNpW2MqnSY2zgGwKW6hM29z1jpx17f7SQWwq04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="GqQrfzon">
Security </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3lQW5r-F_26R39HSW19YnsW53gsCmW6B7Fdg9fXnLmW88PkTB4W97SVW77tlyk7GSgLkW1mgdcS2197jVW5WCK9s4S5jVzW2SkJTB3LGxDfW1jskPr6315CXW1ZMpD51BJ_4nW3Jw6pF5KsV2SW2mWpWt49MkMjW6Dqqr118Sl6_W3pmKvZ2RkqVjW2KZT1R6-_RJSW1xRT7t7sdsK-W8ZlqBQ6-W8HLW254K7Z4QX4gJW532TSY6qK3Q-W8KCSkq5TJ3w1VpKtzR5hbtZzW2dRz2J8BFphDW6NKRHD6bNXDhW8P6DSk6yqJNVW4RZq4n38-ZxpVBZw9h4W-TfWW2ghrXC1CFhkdN6cPv97qDH5rN2JBG25rmJqRW7hqJD493F7jff6-8fHn04" 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="x8GOp7EN">
The New Threats: Attackers Don't Just Break In, They Blend In </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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3l5W8llb-c7plbmFW7v0Wh12g6gMzVsZm3h9hJtpFW6mfSYc2XKjX8N7gzy3-3VDlXW3qpbft88h6QqW54wf6j4B8D00VMnmlv8M_GVTN6fjv2tqJQfKW4gBHc66BPY0SW6MGLCj13J4tSV53Sqq5fzlWPW84zbWD5PhnJcN76PjRjjkbj4VQWkTp7RLCQ3W6LVb004lZzxJW1vy5zC2jxJNcN6mtczyB-fmSW6kcKQT2THdq8W6VzzJt7zXmJfV9NfkF4krjNjMZS43wZ3Yc5W6Cdj9S8NDPWdW2v65s154TSY4W7pjQ637ctHB1Vc3J1d7ylkgJf4y8RNv04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sGfyOgJh">Kavi Daula</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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3nsVFdCjY8_mK5LW6vKqNL1qRDq0W7-Rskp69jDP4W352n-76Xk3G2W3xCR2S1Yr8CtW90xckH63NVn0W6DQ3Cl4hkkRmW7L_4P848yZtKW7MnN_w37fMBNW6qGKQv4RWJL0W48HKM06SRxh4VgbYmW5_fMXJVtFFfg6byq-9W1_3Ffm8Y4QsjW57WRCL91bzdwW5mfKCX6z4rtSW2gZLRs17dj4yVwBTrd5_slpVVqLmHj2DD94HW91SqbS2ff9lXW12Mm_J65TzpKW2r0Dsv24js3DW58VJHf8VQsdHW45SvqS5Tv8G8VtkQBY8tWWWYW567kr47JhBM2W4vzFbd3ZN33fW70B1zj1ZxV02VpwC5T2SpsjCW5VF3fg8TktyTdpg-0j04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="3CbOmXHi">
<img src="https://cdn.thenewstack.io/media/2026/01/2fd392c5-daniele-levis-pelusi-4mpsem3egak-unsplash-1024x683.jpg" alt="Featued image for: Start Small and Go Big With Open Source Gonzo for Observability" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3p8W84P34V5WcCFnW87NLsc8QN9y3N4LXfHVjW-QSW8GBw8H9c4PCTW58JJdM17pNvXN5jcf55_XDchVG32P061yKhlW3MQP2x8fSmZmW8h-ZXt4LqM2cW26bdRz5JBTn_W8M1NHv8hdYtNW8LR5Gy19RwyfW25NjP-8LjvFDW5G4D6g4Vk3dqN6Tlgwq1bSHTW1-cvV87SnFf5W71Rj003cTNp3W57tTpZ6Bt-5FW39P1SJ5sQX-1W5TKKyr8hGqngW36GjhR45NKLkN8BxsFgNvJY0W6ddqtv6f4PmWW8LWCpY2wLTH6f5lMPZq04" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3q5W60dtqQ5PgGsPW3_Yf7V4wC9WSW3SnwNH3kt8QCW4J6K094W2DgKW4-wnHF3Zf-wmW9cRTSM4Rn3HLW16zPHV7D63HSW1Vjff112tppmW21kvlT2l-V9gW5mpW87451qnqN2BKKy3b0lrlW3ZvFXX1dd76kW5xQkND4kwXNsW6wjm5M1C2TP8W6Gww_33WY_GfW8gC0Dp54t68XN7krGp-6zSdLW1YM-0g8_ys4HV2nvGV6qSMvBW2znsXp2yCB0XW5JtTh76PpB-tW3TdVny3FzMDKW3yPY3m5JMR7DW2BphyV79HWLKN18CwJTlw9bLW5wJc-M56xT8GW6thgkN6KD1LmW1cY3992QfMK-W6Ww1M73bKNbqW2Rx3fw5FGvcqf4zB9yq04" 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="VhLQgfMH">
Start Small and Go Big With Open Source Gonzo for Observability </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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3qgz0W7Y8-PT6lZ3pGW412Ls51WbmGzVw_Mvq3LMDStW5p7jzD9h_tK3VNpd6g9dtFzvW7RWg7Y3SrFMdW3XKxFw6sSnLLW2ZxrS32mrX85N79xgR0j3wQgW58Zv7C154XBVW25Pmvs7NMbxWN1T3D_vFztV3W6rW7jk7zBvZDW6RJBJ221d9XJW7X-QPz6zLWgRW3GWPf22qQlvmW66HsNq6Kc81vW2060-y6T4DVYW6KlYFr5s_bC8N1By1snx2tZ-N6LV_k-6q7GsW4f5w_b1m3bLPN7PBGXZLTJyrW55HcTc8sLXwWW16jJKf2B9b_5W6hVh_W64Zd2lVwp4sK9lS27Rf96hbV604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="gwPZOmWD">B. Cameron Gain</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3mhW6L_t4W3RK0yxW4dxQ8d3BM3GWW4_3SGR2bDkRYN4mtWrgXc_zVW2LDvHt42v4d9W5cRpyZ7TP0tJW5q2bdN2zpsYBV6Y1_S3sCnKyW8QFsHZ2WgH3WV7M09w8p8m3zW7YZmXT2vvGTXW2y4dMR153567W2YYj2k4XzBXjW71HLYG3VWTpwV-wcSJ7_HLP0V19p-l1X0KTNW6JnBJ08yR7kLVTwzX-6cZflmW4sPQxl85lZvFW9jgdP433mDnsVpjyFb9jDz6rW2hpY1p2ttp6PW5L9dmT2HtqN-W8yXnrW7zfXzyW62JN0G3-YZl6W21xM6K1rgmQvW43hTrJ6CG88JW3PRm5c70f4JpW8Kkrzy2X1ffLW24hrsT3Ng8LPf3QQpC-04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="fpSaasri">
<img src="https://cdn.thenewstack.io/media/2026/01/17f1fa2d-thumbnail-39-1024x576.jpg" alt="Featued image for: Solving the Problems That Accompany API Sprawl With 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3p7W98M0F-6ymJp9W279-qv28W6cfW6dq3Hl89QdbRW3NpFJj3Yj557N4NSyY3Cf-hPW1CtxrT38ytWNW13jnPD4GTMp1W2FZ9Dl8qZFqZW8XVbJL6N9r4LMmMPfdj_66YW3W697h6cvmHnW59gwgG2L1B0VW1BSZHB51p4Y-V9Fh4k8wTXfLVQpDX_3yj0kJW6XZ9Qd2VsHsLW512SNp8jmcL9W8hHPlh29lht4W3N8lQq6B-ln4N7pLzZhQ40cMN25HDNk_TTblW7q_tsV6ssvQHW8b7Vgc8lxX9vW5ltfw58-2fKpf96sgGK04" 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="KdJppM4D">
API Management </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3p3W1hYqSP1Qb1JxW1v1ksN25bNdWW2HybPF68FJR5W50Vl808yS7ThW1Q1zmN2SYYHDW556Xd_3883dyW7F-7cX8Q_dcnW97vtq186QnBdW47pCYP9kQKXyW327WrQ6Pr0PMN5VHnfnqDrj6W98fNQj1mh1N-W5kJTM86hDM2mW447rvH5NXSSnW1y3N0_38s3QGW671NVM7v3fZKW7c3WDD2rFBwmW5r4JVX5S2WrbW6X3xHX1y5HLjW1XTvK-3RXkHFW2PLSGt50mmFyW2KGyCn14xQHcN7PpYqDKms7MW3lXfz95qkyGLW7d3W6v2FN-wpW5crznG8T9BQkW6pXPsm7QDWXSW2SdnX-7smYrtW1NnsqP1-2zlmVRbbvs14Z50gf1n03QF04" 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="wSH7OXl1">
Solving the Problems That Accompany API Sprawl With 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3lzW3P-d7M4tly9VW3QZgS085y0T9W7Ktv0x1vjCWLW11tDnP2QBPdwW2RdMMc33MvLdW6q-NCg1HcrnsW7Jx5nl3ZMHyjW5DYMmt3s7MNRW2T025b12XpKlVtY42y6JVXrzW49GLKk5V4QM9W56_1VS4x5LDSW4cSVZc477cVmW20n0v-8hvq-XW5nQdcG8rfTRFVhnJLm68xYH2W1x-LmC6WrTmQW7czHlP4rByrkW7Chj8k6yRFbpV3zClz5jV5WMW1bWgnc792S_kW8TtSK02fbwY3W2mdqGs4lKszhW7vyLPs57Vvy6f4_qPqn04" 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>
<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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3lKW2MmzPG4LrklGW7xKQtW21XsvwW1TfxhL4bDTRBW1vs5p27Y9fvnW7S5gPp28KM1ZW8fJY9T94LX32N470L_Q96M1vW8gLc4r3N3nnqVjck8J5nZtD5W6BQ4B16s_xfSW63v8JK5g-x84N4n9hr5gnmm_W2Sq5qw4dnL25W97qtpx6BpqBcW1tc8C4820R55W6HbQPB5QGxNlW1XkQvs1RJDs6W1lqYGd6llP2KW1_0w_66ts8p9W9gdS_M8F3T3PW2qBp6b3yQZ2hW4pBvtm11N7PbW26wYJY1x84F3VRZ5fS49x3JqW74fT_B4FDN9qVPpPSY8Gtb-_W35F_-Y8HH4VvW1TnKp07Hyk1hV9wMn93HcTqxVyY8jS5-HH2Mf8lZmHn04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="9hxh4cP1">
<img src="https://cdn.thenewstack.io/media/2026/01/da730c76-scylladb-cloud-1024x768.png" alt="Featued image for: ScyllaDB’s New Cloud Challenges DynamoDB Cost, Performance" 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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3mpW1264TC3JnZJRW4yNnWC5SfRL3N5D5djf168TFW6_1TVf4JL3gyW7-Ld344GG392W4F1Pjx2-WPjzW4x9LY-3zf8WQW8dpJS75wRj9SW5WKfWW4Tn5KYW6ZdRyJ8RQs5mW80yRkS6HxHKlW7dMclh4qB7GjW34xLDD4pNBbtN1NbSD6Z9hZ2W4vyqj352sZ-VW9h9XHy17NyLCW4Bk9fC4MYPSbW5SP6dX9bvLFZN4wnp3f_-bfnW8k6q414ZN4FCW9dKHPb7f7_KkW5nshyk4m45kcW6CcHVn7RBq3cN4xyr3tYc3Vwf7JS16W04" 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="w+6syV2B">
Databases </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3qgz0W95jsWP6lZ3n6V3SjmG1WKNKMW8rMRyN7PJy4YW1yF_Zg49QPdmW2v7Vj55KtpKSN2yD5Jzd7MwLW3sfql38t2q9TN27PFLhpvmXtW4lsLX283Sr2HVyxknD47Hrh3VFNyTd7_RYbJW80drpn5W7C3GW45RSs22wndDJW4jM_FR7CnkqPW5QNwky80C3jmW8j0d8Q2C6XsMW7H67Ds3WR2r1M8sCbg4qklpW5816y-98zYZpW6vs66H947BllW6w6-1F103-STW8tqxjk5GCmYTW2TRQ0l1nSCj8W5MNkfh4nTT9mW3bzjds1mng2-W3BBS0H7Rb7YdW7lwd8h6hm8m1VxwXQ_69lMM4W5W24hl5Km1wvV_1ls594XSFNW7NDnvf4bP2QJdN_5XT04" 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="6pQwWXRb">
ScyllaDB's New Cloud Challenges DynamoDB Cost, Performance </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/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYz3qgz0W7lCdLW6lZ3lWV88KWj3Dt3RhW84ns1558nRmtW8-hhJW6CYqs6W5_GvHk7yV4nyW5W_nJg8MVZyFW7kSp7c1zYkwKW74MSCN8cMwrWN7718Rj1v4hKW6ZSJc53tSSJXW3DdmBD8lZ1YcW751T5T1Nw7RQVBXWqh5R3NVvN1ZDZ2C9wpr2W5jl9rm6gMCpWW5_8lHn4974v8W18qPtm3B3ST4N6lq-8dY70w6W9b1Ghd7hkYDJVJM2SL8J7wBJW8bqnrV6qKzqQW7KC_6X80dyxqW1P9Yqs6J34ngW9gtwWY7nGmFkW7kWYH511G2vCf6jPGKC04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="WEEW5M21">Joab Jackson</a>
</div>
</td>
</tr>
</tbody></table>
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<div class="post-excerpt">The gap between AI leaders and followers will hinge on this: Are you reimagining the way work gets done or just automating old ways?</div>
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Enterprise Uses for CNCF's New Graduate, Dragonfly
January 16, 2026
Enterprise Uses for CNCF's New Graduate, Dragonfly
Congratulations to the the Dragonfly project, the open source peer-to-peer image and file distribution system that just graduated from the Cloud Native Computing Foundation’s incubation program. In today’s post, TNS Senior Editor Joab Jackson looks at Dragonfly’s organizational use cases (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3gP0xW7Y8-PT6lZ3nDW2ZX3wF60BmxBW8RW7bB2hJ0VLVjBYBz2LVKDRN2x4NGLkV1plW8PJSCl1_lbvyW5Cf0mT34cGxnW6RbCnd5tw4PSW8wngQW4cGKY4W6N3R9m7sXvCvW4Pd0vV1TLxHgN6LYyl_K9jYfW4ZCG944DdrXmW2-LRhG8y0vcnW8y_fT_4rJwsKW8kH-kp5G9MNNV67ZHW2f8cKRV6vS2m8PZLgWW11cvLx60-3TfW8PnpsD17gPbGW8t_cy49dBgSMW7-w6Ns4VZl5vN3ZVK0_Fj6ZYW6s8WZY3gnB7RVMWb765V-xtzW8ZZJYt3gj_rHW2g0sXj1bP6lddHjWzR04 ) .
In other technology news we’re covering today:
- The Nvidia DGX Spark is a compact, $3,999 “personal AI supercomputer” powered by the GB10 Grace Blackwell Superchip, writes TNS regular contributor Janakiram MSV. It’s designed to decouple AI development from costly and latent cloud infrastructure. Find out why Janakiram says it represents a ”meaningful shift in AI development infrastructure.” (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3gP0xW7Y8-PT6lZ3pLW3cq7gZ7_H11yVBN4nw8S-XV_W4rQsfk7z18d2W7yhTl65yZt1lW8pVntL8g9LpJW5HyVg772yTyYW5qlJrt8QnFsRW96pp-r8s96ShW6TLkP256gxkJW5N7F6314wChnW4txdZM4V9MC0N2GccK4VjQ_sW36yN144jyvCdW6z3fDf62T85sW3nyrD33Y-r4QW11Gwvs47HC9wN4F9HjKXvxKhW6Js0h65QJ_q6W6z4Ltj86W-jmW1yQ7BP2VpWnbW1F8Fs542X0l8W7lN9l78CjbcYW5vfYPw2tvmCLN4cytPyr9JgmW4_bWjc3RTrxfW3y2K657XfZGkd4vrFM04 )
- Modern AI models are currently “stateless,” so they forget every interaction immediately. That could change, however. New “memory” architectures like vector stores and knowledge graphs could give agents long-term recall, writes Nicole Seah in this contributed post. She explains what that could mean for AI context windows (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pYT3gP0xW7Y8-PT6lZ3l0W43BtWW6swL_CW6SBgt73c--nPW53kwNb56D-ktW77Nys45xxBjBW8bSxsd2PkVXzW2Ydlk68l5CrbW9dWvdZ14X_bPW13x8S-4jPwfhN2j16bCqycV5W2RCz2b939sKZVTRGqZ3hX60JW3smlcM8ltRs9W5fTjM-8VFfyLW3dDF258lQyXDW2gggB52y7ZdRW1fYj4_87_rmQW2hWL7B1nD_YtW94hrbn5nJMGTW22vDQj5f-sSlW50_ZFB329kv0W8v_j3p6ntPYBW2mdWcZ6DhkhSN8CPwdfzqJ9CW2YqHGn1bhH76W3S63lV65JHXRW52rgF25s1FXgf2V5jpP04 ) .
TOP OF THE STACK
You Might Not Know This, but Your NAS Might Be a Good Docker Server
Featued image for: You Might Not Know This, but Your NAS Might Be a Good Docker Server (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3prCCW95jsWP6lZ3nGW4p5fRm6MvNDnW26Jk264DCZblW64HxcQ3DZBTRW7S6dST74TN2SW3phc1S23P_nYW59DdwV3ldNZcW2Cy4DS3vShszW2gxdTP16mLFXVm0RpQ3x_LH4W1xbn5w3lRWvKW1XKTtW3cjgllW5lBj_h99wyJMN5vGh74PMtnwW8WFMyp81rL9QW4psZ3_3lk4v_W8Dflz64QyyVzW5cqTcm5Ty17wV8j12R697dtQW5b5nXh2khZSvVbJCB64vl6pCW3XCQRl6j2vjLW2RH0gj6CbJFYW4Qg1nw79kP12W4G89m94QH6xPW6t4x0S4K_sgfW6CYwY25G6SHfW6XCbBK6rzFRPW5Bwvwt5dqglLW7xpF-f2tgxWrV94SWC5Z7m9qf1pvC6x04 )
Modern NAS devices with Docker support can transform storage boxes into home labs for deploying containers like Nextcloud with proper database backends.
Recently, I procured a Zettlab AI NAS. This was mostly to be used to house a metric ton of video files that I work with, as...
READ MORE
Join Us Live. Avoid the Argo Ceiling!
The Argo Ceiling shows up as tab fatigue, glue code and lost productivity. Don’t miss this insightful webinar! Join us live on February 20 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3gP0xW95jsWP6lZ3pVW7xGTQM3KwR6lW7-xl4Z4RscqFW6Gkl5L3SCDRSW8lV_wJ1M4flMN2y11hLdTlmwW4GgD4S7lwXCVW9907KW4CTZxTW7ljyV577ZcPnW4nsfBp61MWD0VLW7rv5fckyBW4dfGN01g_CFRW3h6_4Q1XlMQ-VYDnsl5wztN3W28S13_7QQMW2W51R6Zd8h-QcnW2K253r2y7gJhW37mKMh2Ytq4yN1KQJbjDpdzxW68CYM-64QCjyW2M9BVJ7ycH0pW5T7msN5hX82VW7nwx1L6YpTFKW8GFkwn2qh6b0W5GpPvV6dk3V3N1f_qJCsNr5rW3mGCbH2L45qHW37QsBQ2NldF5W7Xw0m025WGCLW6-pNSR97hYbWW7SlxZW8MZ2XWdZgGNT04 ) as we explore how enterprises regain control of GitOps without replacing their existing tools.
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WHAT ELSE IS NEW?
Featued image for: Cloudflare Acquires Team Behind Open Source Framework Astro (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3prCCW95jsWP6lZ3kzW9hWsrH5WpfZnW2pZK0F1YptTFW8sV3X52GdNKxW5q85Br5153jbW5MNpgQ3Rz3cQW1qh4_98WYlpnW9gZVdY9dftjZW4kTYFZ6Jf7NRW6n4NM876hy5PW6cZ2Q117w2_0W7hR--31G-DMWV7VM562myc6-W8HH9VH6nTC0FW16LpRs8n0lXqW6xJJL_5lbylsW68lYyP1fPgvbVlMh9l8v7FjZW7kJZ_R20t_WPVGHjhr4_zx9VW1QFxz_8wmX06W3pGqd-2PKRzpW3DRR108StVQ1W7t-h6Z4W4PFzW2scpSD1s6Jr1N5X3gwYzd24DW7TNt383MNnQdW14CNDH8ZTMDDW2PV9Sc917XrQW41HbgH76-V8RVBddS619LdSXf5QnVyq04 )
Cloudflare Acquires Team Behind Open Source Framework Astro (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3prCCW95jsWP6lZ3kzW9hWsrH5WpfZnW2pZK0F1YptTFW8sV3X52GdNKxW5q85Br5153jbW5MNpgQ3Rz3cQW1qh4_98WYlpnW9gZVdY9dftjZW4kTYFZ6Jf7NRW6n4NM876hy5PW6cZ2Q117w2_0W7hR--31G-DMWV7VM562myc6-W8HH9VH6nTC0FW16LpRs8n0lXqW6xJJL_5lbylsW68lYyP1fPgvbVlMh9l8v7FjZW7kJZ_R20t_WPVGHjhr4_zx9VW1QFxz_8wmX06W3pGqd-2PKRzpW3DRR108StVQ1W7t-h6Z4W4PFzW2scpSD1s6Jr1N5X3gwYzd24DW7TNt383MNnQdW14CNDH8ZTMDDW2PV9Sc917XrQW41HbgH76-V8RVBddS619LdSXf5QnVyq04 )
Featued image for: SLMs vs. LLMs: Why Smaller AI Models Win in Business (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3kvW3vz7Kr6KCJYXW3ts_hH5qPvzlW5k6m7Z7K_fS6W1VxRw14rhn0RW37XRS45Jk712W67Cdy-3VZPgHW8w4VpW4tnbLDW8R4Njl1Rv3BfW4lzN3M6913qSW7fn6bB2k247zW7F0dlt3qQ0MWN4bhH8rm3SRYW22wq2p7-hHH8N45xk6-6QP78W9cx1Bl7Z86m9W7DMNKD8VwKH0W6h-DCD2dYZ65W3bwd4W5jYj23N3Ys59-Cg1-PW2CSjTr8TWvwhW2kJcZP6j6y60VNNDdN8YvM3GN2cPZpnyTwFwW8-X27n2SRL5dW8Ld3Y579xz-tW4yVzjG7DxJg4W1S4z2q2rYLHkW6S7CjG30zfMnf6zSp6W04 )
SLMs vs. LLMs: Why Smaller AI Models Win in Business (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3kvW3vz7Kr6KCJYXW3ts_hH5qPvzlW5k6m7Z7K_fS6W1VxRw14rhn0RW37XRS45Jk712W67Cdy-3VZPgHW8w4VpW4tnbLDW8R4Njl1Rv3BfW4lzN3M6913qSW7fn6bB2k247zW7F0dlt3qQ0MWN4bhH8rm3SRYW22wq2p7-hHH8N45xk6-6QP78W9cx1Bl7Z86m9W7DMNKD8VwKH0W6h-DCD2dYZ65W3bwd4W5jYj23N3Ys59-Cg1-PW2CSjTr8TWvwhW2kJcZP6j6y60VNNDdN8YvM3GN2cPZpnyTwFwW8-X27n2SRL5dW8Ld3Y579xz-tW4yVzjG7DxJg4W1S4z2q2rYLHkW6S7CjG30zfMnf6zSp6W04 )
Featued image for: Orchestration: The Key to Integrating AI with Legacy Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3prCCW95jsWP6lZ3pDW4w2-1170-csvVLcMj326-_fcW1BbhMx8K8Gk9W6HTchK7S7JHGW4HGSsh1kkQywW7sNMqf6qkSXQW1zgkGL7CL-KJW4Lj4z-7WYHGNW8ZgP_y9djfFCW7Rz1vh8Ctx1TVwkwZ64WT8sMW3bR2Nn6_mzZKMQTQtC2b8nWW6221Sr18Hhd9W1N03-743dGjpW5vMFKM7cHXk6W1CSFrk8HD_5WW4GcvKZ58qShwW6yHBZC4z_RxSW27Zfm999qyKSW4WNGPd90V_0wW6mK-LV3d7jCkW53tWLD8f0TbzW5qJ9lx8zSZTrW2_ym5p2dVW8_N1NXmcYjk3_QW2T1G5G4wYYRlW7hmFHH1fhFxtW736-bt3bf4HFW46K6nw7568lzf2-V1Wn04 )
Orchestration: The Key to Integrating AI with Legacy Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3prCCW95jsWP6lZ3pDW4w2-1170-csvVLcMj326-_fcW1BbhMx8K8Gk9W6HTchK7S7JHGW4HGSsh1kkQywW7sNMqf6qkSXQW1zgkGL7CL-KJW4Lj4z-7WYHGNW8ZgP_y9djfFCW7Rz1vh8Ctx1TVwkwZ64WT8sMW3bR2Nn6_mzZKMQTQtC2b8nWW6221Sr18Hhd9W1N03-743dGjpW5vMFKM7cHXk6W1CSFrk8HD_5WW4GcvKZ58qShwW6yHBZC4z_RxSW27Zfm999qyKSW4WNGPd90V_0wW6mK-LV3d7jCkW53tWLD8f0TbzW5qJ9lx8zSZTrW2_ym5p2dVW8_N1NXmcYjk3_QW2T1G5G4wYYRlW7hmFHH1fhFxtW736-bt3bf4HFW46K6nw7568lzf2-V1Wn04 )
Featued image for: Memory for AI Agents: A New Paradigm of Context Engineering (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3lQW6-TZpy83fJCZW6scn9N3YKSBPW5TH-b55mNbKjW49CbDM6m_0s4W4sXsbz7Sp6qXW4lQb4X447wbwW8_rZ7p5H6p8sW1LcqrJ3VK9cRW82g0vj38Mv1dW7ttPvn8QTgn_W1CdbZQ8LSKBPW93zs4d3X-zmXW8ZcpzS9cL105W96kWs78F6NmXW3z4HMm1lP7nSW35M4xW4qmq3LW4bLr-S5ZWhh4W9fT0LN2L5x1NN1NHrZDL1NCpW98lg_M1HZ92HW279mTZ6FrkCmW85x2gH49r-TgW66lqtr56kCDvW5LpXYn6QTQ78W8KyqVq8_f2YfW40GyXl41RylnVJdfCp1YJMgtW4s26dy1LXvVqdD7Xy604 )
Memory for AI Agents: A New Paradigm of Context Engineering (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3lQW6-TZpy83fJCZW6scn9N3YKSBPW5TH-b55mNbKjW49CbDM6m_0s4W4sXsbz7Sp6qXW4lQb4X447wbwW8_rZ7p5H6p8sW1LcqrJ3VK9cRW82g0vj38Mv1dW7ttPvn8QTgn_W1CdbZQ8LSKBPW93zs4d3X-zmXW8ZcpzS9cL105W96kWs78F6NmXW3z4HMm1lP7nSW35M4xW4qmq3LW4bLr-S5ZWhh4W9fT0LN2L5x1NN1NHrZDL1NCpW98lg_M1HZ92HW279mTZ6FrkCmW85x2gH49r-TgW66lqtr56kCDvW5LpXYn6QTQ78W8KyqVq8_f2YfW40GyXl41RylnVJdfCp1YJMgtW4s26dy1LXvVqdD7Xy604 )
Featued image for: CNCF Dragonfly Speeds Container, Model Sharing with P2P (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3m2W5FLTpz1F6-7lW8X2Nrz5j4ttfW13Rdlz7RP0j4W7Z3n8Q2tsm3LW6CwyLT26y5YbW3SMV_12F4SCNW4N3rrT6-JYFgW1Ph3X633lVSrW1jljlQ8dWJb3N25hF91yGQJ0W7f16td1Pw8KJW1_021P8gR3grW65bSD97jHffDW2492wY1_BqHnN527Dy1DXXp9W3lkPHj6xGlW2W2fjbT64GkDFtW3z5KjW1JjfyWW3hQnLD7wq3XPVwsKNm5drzWsV_t7d892vRHHW7YGlRZ8rt6yDW5-bXxh3Qmw3-W5-GbQ74B7VzsW4jPnMq6QSTZ9W3x5X2j8NtbBbW6L17Y91wYW9wW2j2Z9X18FJdvf7s4nqd04 )
CNCF Dragonfly Speeds Container, Model Sharing with P2P (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3m2W5FLTpz1F6-7lW8X2Nrz5j4ttfW13Rdlz7RP0j4W7Z3n8Q2tsm3LW6CwyLT26y5YbW3SMV_12F4SCNW4N3rrT6-JYFgW1Ph3X633lVSrW1jljlQ8dWJb3N25hF91yGQJ0W7f16td1Pw8KJW1_021P8gR3grW65bSD97jHffDW2492wY1_BqHnN527Dy1DXXp9W3lkPHj6xGlW2W2fjbT64GkDFtW3z5KjW1JjfyWW3hQnLD7wq3XPVwsKNm5drzWsV_t7d892vRHHW7YGlRZ8rt6yDW5-bXxh3Qmw3-W5-GbQ74B7VzsW4jPnMq6QSTZ9W3x5X2j8NtbBbW6L17Y91wYW9wW2j2Z9X18FJdvf7s4nqd04 )
Featued image for: Nvidia DGX Spark: The New Stack Developer’s Guide (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3nRW60DXrM5y8vH9VgfNc81ZsdslW8289gH21w5cxVWRM424LJF-rVRYNNt8cYPJGW94B3bw3N3NsWW1LLTR03gj73JW5GQG2M5VvC95W2d6YP079-J3YN28HY4MDfK0lW64RfcM8gVSYhW2jX3lL8Nc3j_W4GLgwQ6X9khSW4Zt27W1sSyDzW5_tZ2z2QsR0HW39C1Ts6TCxwFW4421F248xBJBW8rFnBJ389gPzW6Q21Z48K3hh1W1Vg7Z95sX02pW256bgG12Ymk7N5QCrxp5lJXkW6SRbcS3q-t-lN2myrPJ_CLpkW7T5kPV3hHg8VW6jY1rN1qqw6KVRmNkl92pbXCW2_d7l_4Dc1mWf5D4-Xb04 )
Featued image for: The New Threats: Attackers Don’t Just Break In, They Blend In (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3ncW1SqD1D4DNq61W3_Hf0j2V3J6_W4_Z5x34nL5kwN6FfbVJB8-h1W1hR1808bw3j_N1S0rjH6NgyvW227hl21QFj2VW4nLd7233_csTW1dHTjf504r_HW549vM951KqWhW8qSRWk6WMwYlW94d9L61qj7-PW7R5lJp6WbtbxN8PqWpgCG_DXN3g_gq0CfZYzW4TlrR-7-6DK4W7jxvY872dkmrN5jnjydztc8xVFyH3X7kRcHMW6RM0bq4msrT3W32NQGr8XswpBW45jfL88cKg-pW2svRMT5g93XhN7lxMpl4wwkDN6B9hPnVwJ65VVKByb6vqCFZN5G5LH3NL4JpW3NHJYt98HQ8qf5Kj6CM04 )
The New Threats: Attackers Don't Just Break In, They Blend In (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3ncW1SqD1D4DNq61W3_Hf0j2V3J6_W4_Z5x34nL5kwN6FfbVJB8-h1W1hR1808bw3j_N1S0rjH6NgyvW227hl21QFj2VW4nLd7233_csTW1dHTjf504r_HW549vM951KqWhW8qSRWk6WMwYlW94d9L61qj7-PW7R5lJp6WbtbxN8PqWpgCG_DXN3g_gq0CfZYzW4TlrR-7-6DK4W7jxvY872dkmrN5jnjydztc8xVFyH3X7kRcHMW6RM0bq4msrT3W32NQGr8XswpBW45jfL88cKg-pW2svRMT5g93XhN7lxMpl4wwkDN6B9hPnVwJ65VVKByb6vqCFZN5G5LH3NL4JpW3NHJYt98HQ8qf5Kj6CM04 )
Featued image for: Start Small and Go Big With Open Source Gonzo for Observability (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3prCCW95jsWP6lZ3nnW9jM4Yk61Y5nwW1Ttl5b7BsSK5W3Mvrcj2sntXyN3F-pYbz8-9RW1ZrHz82pv6vRW4mZ2Z_77FM4-VkrvmK3yVLjHW5HXGBw2f4cd6W8nKp9X8P-TqYW3hGdpl1HlVdxW5DhR4s8YdT3zW1P1FGv8LxcRfW8V7qxm5n5dCtW5RLvL94R0HrCW60J1BK3CKYl0W1R07n34qJ9g7W5NxplG4jt44kN5GxNw1bBMN2W4qJ9bv4cV89CW3Tw_vZ4fjQPjW4k2wx_6YX81yW4fq-4q8cKk54W84SlJ98bl2Q7W6BjfsH85FllJW9bsPCR1s7t-1W2k157m85Ks8JN2kHTP0hsbL0W52MVP61NtbBSN7Gg0_yhkBqnW90PZNx7B5p9rf3xPbhz04 )
Start Small and Go Big With Open Source Gonzo for Observability (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZs3prCCW95jsWP6lZ3nnW9jM4Yk61Y5nwW1Ttl5b7BsSK5W3Mvrcj2sntXyN3F-pYbz8-9RW1ZrHz82pv6vRW4mZ2Z_77FM4-VkrvmK3yVLjHW5HXGBw2f4cd6W8nKp9X8P-TqYW3hGdpl1HlVdxW5DhR4s8YdT3zW1P1FGv8LxcRfW8V7qxm5n5dCtW5RLvL94R0HrCW60J1BK3CKYl0W1R07n34qJ9g7W5NxplG4jt44kN5GxNw1bBMN2W4qJ9bv4cV89CW3Tw_vZ4fjQPjW4k2wx_6YX81yW4fq-4q8cKk54W84SlJ98bl2Q7W6BjfsH85FllJW9bsPCR1s7t-1W2k157m85Ks8JN2kHTP0hsbL0W52MVP61NtbBSN7Gg0_yhkBqnW90PZNx7B5p9rf3xPbhz04 )
Featued image for: Solving the Problems That Accompany API Sprawl With AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3nrW1SmpQJ3Tj03tW1Nsks432tjHJW5nNFpt6tTYKkW95Fw2Y54mTLrW1LNpc-17k290W4jVDdJ5kPKY_VNVYs_91yKbFW5ZPGrH8vvqkrW1CYm1r6PSh8yW8wM76L4PVqFWVb6czW5dyh8wW5vTBNP4RqzllW1TlmJ16h1ljhW1wLBJ85Nwp8JVHdtTc1TPVXsW2qFZfp22cVhXN8lCL_Dc9ksPVy0N2c3Gt7-dW6RGyfD5FSrKTW6WvCFm6SWGpNW5193Hl7_wkb7W6h7Hts3v5-xKW4ngMRm5ppWtfW75htXh4JJ4ZYW52MyhS8RcSTXW6KD2wd5JNmQrW1FN8Y94yK6K0W2n7r0z66kJJBf3F6nj004 )
Solving the Problems That Accompany API Sprawl With AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3nrW1SmpQJ3Tj03tW1Nsks432tjHJW5nNFpt6tTYKkW95Fw2Y54mTLrW1LNpc-17k290W4jVDdJ5kPKY_VNVYs_91yKbFW5ZPGrH8vvqkrW1CYm1r6PSh8yW8wM76L4PVqFWVb6czW5dyh8wW5vTBNP4RqzllW1TlmJ16h1ljhW1wLBJ85Nwp8JVHdtTc1TPVXsW2qFZfp22cVhXN8lCL_Dc9ksPVy0N2c3Gt7-dW6RGyfD5FSrKTW6WvCFm6SWGpNW5193Hl7_wkb7W6h7Hts3v5-xKW4ngMRm5ppWtfW75htXh4JJ4ZYW52MyhS8RcSTXW6KD2wd5JNmQrW1FN8Y94yK6K0W2n7r0z66kJJBf3F6nj004 )
Featued image for: ScyllaDB’s New Cloud Challenges DynamoDB Cost, Performance (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3lZW2vhbc147hgx9W1HBMWF4BSqPYW1v_PjK2QsKtWW9gzpXc5KhLm3VyLYw866Ng2_MqSg99qLMv3N5znz09QXkvFW1gn0gb4CDRfZW52D0Yn2Rj8M3W3Qhqy86ptFGfVtfXX6264Hj5W1rrj5x4HPnPxV8V-334tkWGBW4GYK9B2X0vCPW5vYr0Z8Bh1-HW6g3H582m0SCZW1TcJKm28xW0lW8-XQhT6TD-z9W6snl5w2lDlFtW6S1RJy7rHnbZW3gp9xS8wSBlyW25WRbd5ZPd02W2_xFwz4hHFKcW76Slbn49mGFlW5sqnhX34m-HfW4MW7dC86_StHW6d5T0p9k787gW3MRL3P1yXQdLf9hdZBv04 )
ScyllaDB's New Cloud Challenges DynamoDB Cost, Performance (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXf9-b8s0txzW6bTSkH46-q5jW1MKd8X5JnmK-N6J4pZ83prCCW8wLKSR6lZ3lZW2vhbc147hgx9W1HBMWF4BSqPYW1v_PjK2QsKtWW9gzpXc5KhLm3VyLYw866Ng2_MqSg99qLMv3N5znz09QXkvFW1gn0gb4CDRfZW52D0Yn2Rj8M3W3Qhqy86ptFGfVtfXX6264Hj5W1rrj5x4HPnPxV8V-334tkWGBW4GYK9B2X0vCPW5vYr0Z8Bh1-HW6g3H582m0SCZW1TcJKm28xW0lW8-XQhT6TD-z9W6snl5w2lDlFtW6S1RJy7rHnbZW3gp9xS8wSBlyW25WRbd5ZPd02W2_xFwz4hHFKcW76Slbn49mGFlW5sqnhX34m-HfW4MW7dC86_StHW6d5T0p9k787gW3MRL3P1yXQdLf9hdZBv04 )
3 Ways Enterprises Can Scale AI Gains in 2026
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