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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;">The Rise of the Tech-Themed Gift</div>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzTY3qgz0W6N1vHY6lZ3pnW8l13PX6V2hMvW4Rbl-f8tPjDCW3357xx3_bW4fW6DTg_B8tssvTW2pQbJB2zM6GkW40zwqp49HCPmW5_jX945Pt38hVFct0-1T57ZBW3KdXPd1n_6xWW8fRHxw296kj9W5ZzlGb2_k8r_W84-nD823lpwBN2SfyNBYZWWKW1dB3-v56MQzgVw9mdZ396XmfW2SGL8m834KcSW4r7hg12yzWmVN6193HbDRBtrW8dRCZ94K__LcW81hLgD4G9B9KW6NjN121yJ2SnW3prLrf274_PvccNg004" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JGASM9dK" target="_blank">
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December 22, 2025
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<h1 style="font-size:24px; line-height:1.1">The Rise of the Tech-Themed Gift</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">In 2025, major brands like Hallmark and Amazon are increasingly targeting the “tech” demographic with specialized gifts ranging from code-themed cookbooks to vintage gaming ornaments. Even Etsy has gotten into the tech gift-giving trend, notes TNS contributor David Eastman. David shares how this cultural shift makes it easier for developers and sysadmins — and the folks who buy from them — <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3hCZYW8wLKSR6lZ3q5W8Rwb-C4qjJgCW10Ls5Z7MhP6dW6LtMgH5838FvW6RqKgH2NjchcW3g-Wcc6-xvn0W64YSgX9ddGHHW40kbDl2m31STW6kL1zr16M77bW85qyHB4_DkFhW6hfkLB8b23spW43WJsG71HpRsW7h8VJN4Lrx2sW6g87hn4yg4Q0W6bxXTX2_6WZdVXFQJJ1mlTqDW77hnMg2PXNRNW84mBGg14fDhBW3rnzfz34tXwWW37X22C8tGYHyW3KFs4P8H-wPyW8xn1xr5lHDG8W6cYlkl7ZbBYMN7_RcZvVPcG0W2FTbnH2YRMhCW2s6q316KM2YDW1mpVk_3tXF90W93PcHH2-FyZNW6nfp9Q1Z8qjCdtZ9mF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="p0j2vPze" target="_blank">to find holiday gifts that hit</a>.</p>
<p style="margin-bottom: 1em; ">In other news covered by TNS today:</p>
<ul>
<li style="margin-bottom:15px">Tiger Data, formerly Timescale, has open sourced pg_textsearch, a PostgreSQL extension that uses the BM25 algorithm to provide high-performance, ranked keyword search for AI and RAG applications. TNS Sponsor Editor Susan Hall reports that the project, which was developed rapidly with the assistance of AI tools, aims to simplify data architectures by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3pgW41jTkm910M58W2s52ZM1L11f1W7ZJTJM7Jms5mW7F6cLh5l5VRxW3FfRgj1cw9cqW3rBSXW4H9GTqW6ySGyY93X_M8VhBFnK8hBKvmW4-jNZx13byk9W6cQ9XV5Hv1FTW5Q8-vm1hQX75N3kn_n92F5mcW4Lkzql2Nd-RYW7Ll_CT6zT3HYN1-_RlpR807fW39g0GJ84rTCrW7yc4xg925t7PW5JjfkS4MKg-1W7zVt6W8Mkwp6W4Gvsmm1bTtC8W19VnSP5JspCYW1NfrnX56QvM4VPx33K2dSKMHW8P0QQq3bn41hW3gNRLz7lr_ydVPzrrT4x87tDW8p5SHl3--s1CW1ygttX16xVqQW8dLQ912sL-cKW872Wwb4S8Qhrf7FMR1v04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Fv1kPrHw" target="_blank">consolidating vector and keyword search within a single database</a>.</li>
<li style="margin-bottom:15px">ObsidianOS uses A/B partitioning to ensure system reliability, which allows users to download updates to an inactive slot in the background. That provides a seamless fail-safe if a boot fails, but technology journalist Jack Wallen warns that current installation process is prone to bugs. He adds it requires significant manual configuration, which makes <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3hCZYW8wLKSR6lZ3mCW3--4Nf3MKCfYW2TR7Qy87JRXFW4rR_JC5xJmHmW7RQgDp8N22xNM3Z89Y8lb2-W5Hf1qq8K3vrKMWHv-7B76SmW1ZhYPT2n0rPMW3sxcGT28NSMBVdzjyh8J88TQW2d8GVh3b95X9VLCnX27PMBdfW2FFQtk2kNM73N5HmcgRhb1VMVgcXqy4-1xTvW69rz-r5gxJ3HW4Gr9wn28DCvrW2cyndH9kM7M6W1d_jDJ5Tn8mWW8_hvqP4jDG8PW90JNL-3WfZdfW491D4f5r_s7nW6xd2Gq6WPg-KV7z4cB56sCpyW6Fv1nL21_f7nW7jTdZM5PWlNtW5b6wgd4SHYgmV9ZZ1_96v4-lf2drrLF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vw/1Qar1" target="_blank">it best suited for experienced Linux users</a>.</li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3nqW2Q0CdL3vKTrkW8q3WZG1QkwM7W43CwZC90j-SgW2kdrpd5HJwtnW2hpYpp4Hkn1FW5rzSlZ1glTcXW7GTT_W8-4LqZW6WmYYN7XQp2rW2p3fSH4t5L3pW3By2J376KFR6W6CHHx28XTBYzW2mlV4k2mhX04W80M5sH8VzbXwV2FPvv43CHlYW5sVpmt7ND7vQW2dRbYH7TjCG5N2Y3xJ4Bn1WFW5FpQMh82gqL4W3rQR__6PjJkHW2k94zX5cc8KmW92sQ7y7B1mZTW3QkgsW27qpR7W5MKdGr7BkNnHW2c9Gfp71YdjyN5dZZ8gJ6jmFW573Z6H22j-zGf71w08s04" 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">How SaaS Leaders Can Move From AI Hype to ROI in 2026</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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3n4W5vYfKl40d82tW5vfSq93PwmrDW1PNp2V85LPZMW4xDr417_czk_N1zNbDnkr_N1W98HRTB7b4DwgW65gqWr5ng9V2W7nQsDn8MtFxDW2CdMgK1g8VlrW5zFlrF8jzGRWW59HBm91vCHNhW39TldM4BGhlmVXl_Lf1vVlZ2W1sjZtf6nXCNjW2g5xBL2Gp995W7hyv4N91R4fVVRGNQY3GjRylW5tCxM22-jmX8W3pfjXt15b0hfW61Rb4w8YCRT6W9bPzw94qgHjQW8dLTcr8qNcbYW5SpsNh2cKf28N8Gy3Pbt9lS7W3bwthH1C0s_WV1BLSZ8BZ2jJdWPrDz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="BAg01tqV" target="_blank">Leo Goldfarb</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3kzW71kb5j7hypMyW23qM1L8KyW2FW9kTgqX4y56-sW8N_Gbf7f5bSzW1Y2S1g3jSqrWW90WCZx3yVVVrW3cC3k618fcFFW8yDrVB8CPWX4W3SLBXS33xKg5N2lb2_kPMpzkW9fMVTP26mtH7W63G7kh7qCQxBVYjWtC80fCRsW8t37vM1wvPgqW3wyZmP6Y0yH8W4kCb7252NcyzW7yS1X-7mYW7KMWNdmPp59jbN16qGRn7bTw8W4F0fZQ1Wh2-qW8lHP167VqLGPV_XRpN7BZ2fkW5Ltrfz3DvbVpW6rSv944r98s8VR_zDd7cgvNYW3_X9W34dflDTW2dJKP18YdRMcVwTSF679gTYKW3W203h6mvj6FW5vXJrB68R7tKf80R_KM04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UDfi7ppP">
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</a>
<div class="excerpt" style="margin-bottom:15px">
Driving real return on investment means embracing AI copilots, internal agents, unified integrations and clear governance. </div>
<div class="copy" style="margin-bottom:15px">
In conversations with founders, product leaders and CTOs, I still hear a lot of skepticism around AI. Trust, complexity and compliance continue to slow adoption. 2026 will certainly be the year we shift from hype AI to pragmatic and return on investment-driven AI.
For Software as a Service (SaaS) founders and product leaders, the rise of deep automation and AI calls for a strategic pivot: prioritize... </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3lbW1-McDk8tQfRyN269GQrvTfNxW1wYZ8R35DXBJN4pS9ny6bqWTW9kr5vl8YLB5LW6bN7p44s6pjMW4698Q05pnq24W4K63FL3lLTJBW95SsQg2WnBmpW4gY_S36qCvllW3BJXWX4bTlc0W1t2_GK85s2dXW1B4Z-12v4BlZW51mtMW7BxCDgW3gB_Fq14FswQW840C6W4tcY1FW8wsKZ_3ngMsxN3fLkB72k_b2W6hdsvD3RVTMKW3PFW3B5lQ2m2W4fhtxM5pwssKN3fR0F8cDCW_W30JmXV7FgRy1W7zdPDG5Yl2N2Vrg25x6CpwWcW9d9LG-2_-kHvW4HVyhz3qL8jjW3439QC2w9yrNW1f_l2j8KcWhrW3RRtw_8pbFHkf3n9qyl04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="ciVse3Kb" target="_blank">
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<h1 style="font-size:24px; line-height:1.1">Is Spec-Driven development key for infrastructure automation as well?</h1>
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Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/10/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">AI agents have accelerated code generation. They help developers write features faster, suggest implementations, and assist with reviews. The result is more code and more frequent shipping. But while software development has accelerated, infrastructure provisioning has not.</p>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzTY3qgz0W6N1vHY6lZ3pxW80Y_2L2f2YvlW42KC0-95NWKhW6MYf6T5Bzfb-W2ZwTvz2XDhxzW2jv0rS4gpX21VB2Mr44X90MNW2J3Kt986gHl9W7_qNcF14StxNW3dWZjT5PQb2BW321yNv978MQVW72KBh-62JwTrW8zntRm8zy9K5VDkSzY7vnn2cN223tYFbGkBGW4pgydB8GpBrdW1m8Tj38S9BHLVxZjR12PWLdhW4r9Lrn7jVLm8W3Fz8Vw1fz1NWW82b4vF7BF_Q8W4Q_GS91sPDg8W76s8mL57JW8wf7tLBVF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="7MojfPto" target="_blank">
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
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<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3nfW5GSbX48CrmF1W6gtJtD8XGf6XW3HKNW22PPDyMW1DDPVq60_NlyN4NtlBp1Ppr8W3zPlq03RKHxDW1BM5pw6m22XvW2G0Wjy360LbtW8rhwwd2Vc-X4W7Xb3LP8rmT44W6yYk3l3cD3tZW6GSjNw9knDXTW6lCVzQ4Pf-_RW5wgDcf7G_M4sW8n30Ht5YF2mtW4HHBQB31lcjpVZ4pvD41hjFvW4DBsR6846z10N8KnPKLLZyzWN4RB1zJwRLB-W856yp25GwF7pN76Z8wwVy8GdW5wPGSj7DpD6HW4mw6l87BH2XMW8R4rRW4K5gVtW7C4cCp4_Gp6hVCBz9R2L9lLGW4gn6dw7Yq3x1W111YJZ52s2s5W97l5t174F4X1f1X--zd04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="vDWWVf5c">
<img src="https://cdn.thenewstack.io/media/2025/12/11cf57b8-postgres-1024x576.jpg" alt="Featued image for: Better Relevance for AI Apps With BM25 Algorithm in PostgreSQL" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3pRVjfTsc9clnDZW2kj0RT2H1hxgW2S3fyb61gm5MN8JP7KXGnZ5RW4Ly1fn8k1T_RMJ7-DvF9kPWW61Tqrt2thVfWW9cq9GY51KV6jW5XDvmQ1-v9ZbW6JcxxQ1-gFVmW49X4y33FvyGXW8YMnFp6MQqffW8tmXK-20vBkNW3s6F-n2l2XH3W6H4lY01wc0zdVkQ5vZ8jGJmwVKyXyp4Cs2VyW1wJJhg4TVFZrW46MK616K9Y0cW85v2Rt9lVK3GW2LMz2D6Jl1BXW5RcXp87n5NyqV5p7Kq905C1bW6vn3Df4BVvrtdCgfpT04" 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="bXryL60A">
AI Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3q5V7ClMp1j0gL5W5WpWvs1fYbjPVkYHWL5dtQXGW8khHL33Pl2J5W4glNX1376n6vW7m543K2N5_RQW5HTVt53HYN5FVnVb3z72M523W28HlVf8VgkLSW3zPSzD5XF7P4W3rXX-w2vPMbsW598Xqz4-P1JWW1m9pZW8PJrZdW5DdyH85KbbX1W1dpll37DsR_5VXSQvT6ZyjnDN3DMxdWMb0ZqW4pvWH97w10VvW2m9jLD5z2tP4W4h8K3399qK-7W35Dy6S6S222gW5VW1Tb7wKL7zW2jck7D1PgkRKW1Pkhtk9dFcH-W1MXXSQ32mp8QW1VNHm-7lYmY5W43-7NC2BrQYFVM6KK16NH54tW261bNg11TJqBW77zHhc2zCrpvf5HGBGv04" 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="eMNB42v3">
Better Relevance for AI Apps With BM25 Algorithm in PostgreSQL </a>
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<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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3p1W9fLgz44wPxy8W6MmWpc4hfg2yW619jbR5rG1C1W4NP_dz6lBzYsW4rmVQL1CqFF4W7rrKlS8lbYt0W5Rvlrg55FnHnN3_pYJBBBYdwW6hFV5g6Q8wFTW5ljrRg2-xB1XVhST5R4WD8wpW3h0qfD79_lYCW6V2Nl-7SXL-SW8-Hqkz3Yf1gTW437fbm2t51-5W83JnNZ1ts8m5W16V5NQ6mB7VxV9B6gc2GR-B-W5Rft3D3TvM56W91bXXz6brKz4W4cYXd842xFmgW2m3sV03Bqf9DW1zRfXd38m7KsW86sjc0547bkMf5Sr8xC04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="82jf7OSP">Susan Hall</a>
</div>
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Data Streaming </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3n-W2wDqYD2N1M-WW8PMPWh2BWw8wVkbbZr90jd8FW6JqpbD40vy1yW98ZrVF18Jt2gW8HKtFX6Bg2CmW4Tskp73P8MwCW2MMwFq3gyrZ8W3nbvDT4R2FSBW23X6q-2-ypKLW2TWYpr4-rMtXN4Szf4xkl8YZW2F-tWJ1k_5Y7VKPr7f8kpHTkW8WnCCF1F_gQZW2qVg_P4RxPvcN4qnJF21YXZYW6wY9gR4MK46_W2PB8_n5CWbm9VLWFHz246748W8bs7sW3nVZkTW5GgZkn5zqV-mW2nD6cW8rrJqQW8s6Qbt2Znyc0N4jMBQn5K6DLW4GC9K-4GyXf0W6qZDfw8njdZKW71dFPc33lPhVW1GyvXn46ymRwW7WF2qJ5YgVs0f2D3NP804" 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="uF/c+03v">
How Kafka Simplifies Application Integration and Modernization </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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3l4W6JlZdj6wqkwQW6jkJzJ2R1SGZW24-bJP8yPfrRW8ZQ46z71y-X5W5HSlh42P6sqNN7-FxKsVndfDW94d2zR14R49yDJVn2CjT1nD3Q5X94dplW1rCZ8t26zFbCW7nP_6s59dsK-W3M3Dm96dDdWxN6mFRSBn7_flVdLDQ-5HCCTNW6jJCz877HnWlW6Bh4tw6GhcVxW62bhMt2BzpkVVcnSkK6g1jXDW7z-qS55dVHrqW40Wyvy3PjQq6W2ZFMj77MQ-06W86vQDd5zpxpLW787Ljd4r2tW4W24JRgq3b8LBjW8JxpKy5lGsCjW8XDMjM4NNS54f79kXQ204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="duLIFzmx">Matthew O’Keefe</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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3mmW625ssC4V6-20W7CmCFq39881vV7b2_f49YGPsW5kP89k4D8fxxW8M7rMs6C97dqW8myQQ44tspBkN75HD7xM7x7SW2F07774YXBJ_VXcSf77kp5JZW3QzhsM7mWLBBW5WH5ZJ3M880pW5_yGmY9dZTzWW5rxbPw4L8FQVW7v_3qd98V8JyW1G3JqL5KxTzCW29pY2d7x9hp8N2LMgtXh4T0_W9gf6W01LNc0YW1S9xbv9kgZZjW2GF9pv2ZnR7lW4sfJYY5x5_V5W5fQhSK8rK_wzW8VYCHq7h2DtzW5Vk43p7hLxKHW649XyG4qZL6ZW5MZfF41z_-_hW3qLqCW1TQW1CW2Xc_p-3n0scnN84rWHkq65B5W2z3Yjb3v962Df3k4DY004" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="t0mVJzzr">
<img src="https://cdn.thenewstack.io/media/2023/12/88ad96d3-year-wrapup-1-1024x576.png" alt="Featued image for: AI Engineering Trends in 2025: Agents, MCP and Vibe Coding" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3lgW8Qbqcw31RvHQW3Tjxt-8L1n2zW2YYkLX49g4kvW2nf9Z35Kq-kxW4965SP9gFbSHW2b-M804v_p5KW5MQYY011N1c2W2cvdBv25RfnvW8DBNVb7-bp1tW83m57H1HDD2XW1XTrSc68V8g3W45gxq15xDs5qW70BYnB4nwD0VW6p82bd2b5QrBW17R6m-3h9xDSW22LglC83hkdnW2MdXJq1Mnx1nVYdqFL6KVwnGW1LZ3b96QW23RW6T-X6h6HCBlzW4v-X2P2VR2jFW3KVLQy3MfhyXW94RSYw3YK7TsW543BNT4K9Rtdf8fQzp204" 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="/E7A4i/z">
AI Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3m4W8cj8rn2LY7jNW6gH1LJ2WM67nW4Mh47Y22nCgKW3rhxSP6zc6YWW4_c2c128xbz_W3JzGjj4Lp9rmW2BsY3K8S1bVgW30xjND4cVDrtW8g72B31S9h3CW6knR8V1FNd3HW2pqpNs8r3SrgN9b5JyV5YT10W3g0R-k1G7lqhW41xWZs369yNrW5Wfd6b1VCLgYW8XXb-S2Sz_7YW2tNKZm8ZfT-0VJtK-V7MNHHWW32mYSW6wbw9MW559tdq2jGgPMW2Y14QZ8nSX8qVp9t2Q5Y5cYvW1XhrP66M3RZ_W6q39td64FSLbW1557z358cF9sW94Vq2l396pCSW3Jgq9S9c_R23W5NNpqp3DFTwNVRzpF-81Pc0xW5qPZdV913fVKf6xDFSF04" 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="iygu9efc">
AI Engineering Trends in 2025: Agents, MCP and Vibe Coding </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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3pcW1Yw22J2vHGCJDTQ7WmnXz-W1B_xdZ6lFZW_N2g0yscfhDHgW6Z5C3l6w6zkNW61lXH58VBl0GW47QgbM8gkyJvW8CGvF32b2plFW6WYFKm21wgz2W40j3bl2_SJF2N5Q9r4kkymdJW4lvyxV7gM-0LW8lMqwf4T3nX1W6fwM1Q53fnYGW68H_w74JdC1wW4v8J6l6-Ql70N4y5l5YSNf2WW47jDG72lpNvDW6PZgPc5bW4GgW8q0T832skwGnW7rT20x6ZwGSdW6nr7Kx3gYKLNW3mByHh46mSXfW980ZVR1WqsrJf7KrscK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="aHfdZ5bq">Richard MacManus</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3lFW8Xpjxy5w5G75W5RcSBM68xLd8W7HS2dR61FgYkW6tQr1j8m3MmGW2lPs_L3YbcwkW4czCMQ6wgpD4W4CPXMt6vZRgQW1bzl4Q36FDQnW4PvdtK39g7kyW6YJ5rd4HLVm5W6GV5P36jKMgSW4tpp-G4f0lXlW8D3TgH7qH5gPW9gHsvG84zPqVW3YRlh953HxsrW35M86Y2rL7bHW6dQK0d1_Zq5xW7pCfXs2y5vPHW4nDpYh2YtMyHVmQHg219h_Q9W4y8CP76bk0nkW2y1rCr5qzKDbW9cWrpY8SskY3W2l3GLv5bT289W7dx8vs7PcM3QT4_-h5VPXX7W6jq5VF81lzLYW1m_CPf8cRdT4W7fYhV4658XfZV_V-8q3HpR4Vf5CQPHs04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="jVPdOAOH">
<img src="https://cdn.thenewstack.io/media/2025/12/f4e58ed9-construction-1024x576.jpg" alt="Featued image for: The AI Competition Is Now a High-Stakes Construction Race" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3ltW7q84Qp2ms93QVKfRQ843D11fW8ypQQC21LGrxW1cR6p36dlqFmW5B-H3G1fp9h6W2Y8Jf41LJ9y6W6m8BfB2kVwqjW4qglJx65LJ0qW2zyq5_6MfVQ9W7SvGH92rgZNXW7GXRc67zxm0fW1ZKGQ37GkC89W3RpQHf8K9W9cW5By4Pg25JCxXW23js4h5Jg6zYW7tshWp53ZYwJW34b12N3Y87lDW7FdQ2m3jnN_HVqSNzj6x2gj0W1Tqd_d7wj_Z9N5wmr13vfcLpW385_yD2CPxQ5W7XM6_g4N7X4zVbCk-b6vSGbmf7zqRyF04" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3kQW2fzhW3623p9SVz3kfL1hL9S6W6zHKHF1w-p5QW2MJZwH3xHMBVW2pmxrC4rTSXLW8nX47R6wSSP-W3sjryW44gYVJW31VV4G1X0PxlW5B0SpV9hwQ12W7z8LJ94b4nrZW4P1b_-6g2SH6W1tK2Xl1PFSpXW3vCH-p5MB3_pW39_hL12YG0FcW6fSrjF9kTD1wW1g9R4t6WrZdhVPT-0F1r0whCW6ffZXs35fqY0W2Kx_Qw6RsblRVJQxDs1ZccRpW6vRCd876j9mHW7ftpT38YQ561W4Z3HVr4-l4RnW6fLd_p44Gj0DW2p3d6R8SBdLQW7Z_VPY99pKRFVjH4Ph6_bhcBW2cGgKf7NF4WFW8Q4LMn3SQ288W8jphk26Xq-X2f62XVHn04" 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="gbgSS31z">
The AI Competition Is Now a High-Stakes Construction Race </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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3pgW7PHRmg92J7YpW7BnKN67C3csvW17SKYl54NKvWW2R33Qz7J9qxmW8rC-BR2Z-Yb4W2f0h6W96dHsfW7TFv5T6QTsJmW4jBgst51p42DW3WqClJ5H_NrNW6HbC6t5r8GKPW5BkZMt15kp96W795CQx6xyrN6W8CjKq_3ff7MdW7_-WwT3hyh9GW69Q4GC4j4zNRW62884W1Tcv94W6rgkBl8f9PxBW6HsCrx8ZsLDRW8Q-fyN8v1YXkW5V6j2F63YqhQW7kP-J93F3KKlW11Zlyp2TByyNN4L6bdwzpqMFW63MJXn7g0cnvW5pdb5p1Z5qzzW3j9TyB3ZwRrxf15XM9Y04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ZVkpOePi">Tracy Young</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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3lHW8vppN_3WKqr8N54pnj_X7GvDW3qJBLK1Xl2PyW74dwBg61jST7W5cwQ1d1HD1MWW54b9ss2j94k1N7XcBH3hW3vLW6SH_QT5S7KtrW81GwZd78lyZcW4GBZbD9gZXY7W91JFFv4pR8mWW7qbjBh42-nCvW8h7KZY5zXT8MW51tY0c1MCXY9W44w9ht81Xy1qW7c110S3tyfQfW566JMf721xJXW2l71Ph1v6GCjW8t9sv-2tPVVqW80gwCk1j-7wGW3lt7wj9cRRk4W5lx2v22rLnvdW1mr5yK8f_sm7W1l31xC2-1c4LW4q6XvN6zCQXyW2SY_Vf19XKYMW3mhjmk7bH4R3W3GB14N1mg6rDW1nsZ2N4m9KPFW2k1lKp52H7dQf66hmpz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="HHYtwVMc">
<img src="https://cdn.thenewstack.io/media/2025/12/69c02f0e-ubuntu-summit-scott_jenson-1024x683.jpg" alt="Featued image for: Apple UX Pioneer on Reviving Computer Desktop Design" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3lLV-dXXb7zCx0YVMYCZz7M287nW2JSxMs600rv5W7_twhz8vvnKgW4cysFf3q6lr1W4gsXSL6JcYNbW55Mpy94_sydTW63sHS212K3twVy5fcq7V5RynN6Clf4H5fBlsW2hc3784KGf97W4B1nFz3ln8djW8JYs6F8PhxnjW53RBHc6sPg8kW4RmFGr4T3bZLW2Lntsn699XLTW1J_H-55b0KPHW51qyt87sJ1RFW6DBTLl3GyFkTW6cMLYz1zNJVdW8RFPlR69TsP_W1B2qr63DbD9kW37LBj22ms5sJW6WV45m2bD70mf1Bs6mq04" 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="Sy7fJ+9g">
Tech Culture </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3n_W4N3JSX5vkcCxW8xbM-P5s9JLvW4Bgyy33tS5FQW73M5wb8YpqqvW3r1TLP8SFxz_W28JHx338K9YZN7jSLcWQs0Y3W1lxpDk2v2-xbW1pTfyk21Lj6HW6h_7B3474kprW4x4kH05PlR68W7jfhxj6kW4hQW8xBnfX8nP5CbW3MYpth8sKMlnW5BkKFn9gwHDcW7FZjz3770nSVW8dBLRp3K2GbLN3JcQyjwZs-sN4FCnH9j5r-dW69D57K3c0P_VW5NHL_q7VYx6_W1SbzgD8FFM1NW2Q1kMY9k2Dj-W6cx3KM1rT2wYW3ylqF-4d5fs7W7WRwZV7nldwVN7-Bfpt75z2HW8yCHWV6P_jvcVH1RSs6J4PgLW2K4H082CnQRNdfT9hY04" 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="gUdaLRPs">
Apple UX Pioneer on Reviving Computer Desktop Design </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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3n0W5XsqFY5hysgzW4QHwjz8w1vb1W7-HZFy87VvN5W4n-DD46sw-RjW5hk0B35gWVLBW5WBW-z5y__GwW3nNyC92x_HKjW5dlcSx7wlp5DW2SyNpm5NR8K2W4Fw9672n9c_6W7n8MsK10f8WKW5vvxwg4H5VwrW49QbrJ6143pQW6hjGY28K6CphW2CPSC79c0RFvW3GjMJV6xRC4JW8hxRL16fbkV3W11W1dW48M-zLW8XjNLn2Ytn56W1V-pfv1-wgcQVNcSG99dmpcWW2QXkhb5gQTqyW5trFxb4HKGVnW18Y8mq95zDB7f1k_CQ604" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3lcW4WJjcX6pL4VZW1LkZp53XHmxWVJ9VGn3x7bhxW32nG49563-5MW7pWWcV8WFtcXVRLx076wN44FW3hRyqg7QHR7mW8tQgVM4hJPhsW19HsT25W2v3LW1r8Gt82J-XlDW5sR6jH31J6ZrMJfQLd5qhxQW6nZg_D8ppXQ0W8-byx56NN3X-W4_b6bG4-K00ZN4m3jLCsVGdtW6-gbYg3b5DcvN6BDfrkn4mxfW4VHtqg8Dxp6qW6wMq2C7jQhBtW8W-kMN49cG9-W3tMC6F62KRSKW7_HWjK1Tr1jZM5ym75G9swPW8yrrww5Wb6YXW56Mtf-57YbSTVyLYMJ7LrXFzW8QJ4JZ8qHbxlW80j0JM3lsG4KW3ZQxN35gsLNQf7v81Yj04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Z3Fe0DZ8">
<img src="https://cdn.thenewstack.io/media/2025/12/f372a92f-obsidianos-1024x768.jpg" alt="Featued image for: ObsidianOS, a Challenging but Reliable Linux Distribution" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3npW1R1Cyq154DkrW4TnB3m7mxw5KW3FhWn05l2JllW431m3G349Px1W6czSB33Vg-0rW87PCPN31BzDwW4KHWnH8ZgxXYW492dwv5XDhlXW1yYHnC6pBQMbW3XB6wV7rCfGCW6P9q7w1LKkMLTJ1lc1GKYKMW7_T6FH5BnVt7W91JKTg6F2YN7VGDW_Z6TjMyKN5Kpk8FQCzhRW86NLyC1NPkfLW4fV5M07YdYd5W71vlxQ3dgDlRVBdBps6l9n6MW5JkCtd5Nps-zW81jNd27DSr5yW1nHXxs2Kc4VQW9lfxrz3Fpz9vf81HzwK04" 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="LcU4aDRX">
Linux </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3kPW97LkLV2vZNG1W4y3VDJ8mrWyTW5RgM5v38cP9QT-D1C3wM61TW8DGw1R90rG5cW5fFVCv1rD3dZW7swmkW8CMP1_W5PNhlT75cwRzW3Zb-CS6d4GkXN4wmkGVDDFK_W77tR2r5CcfLwW7Qg1MT4rs-Y9W3hxS_M5VSLtzN2Yt3lyVD3TRN7dR1_yRY_JsW4ytgnC2HzPyRW6ZwK9H9db_DDVrNcvj8v4rrhL7phXVTWt-W81lJMl7T1BnjW94t-7k2kcmpgW81CGLr6smX-hN6VwlnYstWx4W1FqzsP76mTC-W9c0VRc5X7Rx_W4XM22g1qf2M1W3v_zH_3X4zbpW7Xhpv34lL31yN6yW_4TMJP3yW3Dpy4212Gz1Bf2YXhYC04" 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="suUA0WcC">
ObsidianOS, a Challenging but Reliable Linux Distribution </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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3l_W3g6KGT7cMXV7VNK1jw3hjVFLW8jfKS591Gy2hW5-ghwJ7t2g0FW7_R2sj4R6cFwW8r5-sR26bZNlW6wH6GK1bNHJbW1ynWr_6KZVGmN70JVnxVs4SbW1cdTSr6Kg3SZW4242Zb887kBtW3gWDnL37fW34VYcbRM6nG8qjW4kl3yn1P44cDVsKcX-9b4ChMV3zbhJ3-lwNgW6PC8yG4L9Q4QW2t4-ZH4c3zqQW2MhmbF7JCqdhW34ysp187DNR6W9bYdJR2DsVNbW8lqH8x1BD-0XW3_t4FV8_1sKkW508JxL7h2Gf9W8rtGwc22js7VW71GFGY7ZBL6tf1tmq8004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UnFJDxbL">Jack Wallen</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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3kMW1HJjr58Yxp1mW43r9d56HjnXXW773LNX8zCRd8W8Zwz8r3ZqfmrW8mbxRd1kzPWFW9809NZ5Gt5nJVffqxR4g0LFwN66RFW62nz4dW3FftXY2pQg9FW1PTvgP5gFYrGW24bdw61MqsLTW3r_pQr1-fn1gW5ysGQY50nLZGW4t3WY-7pkfdlN4tYs0RlYQ-LW6_4VmQ4spdh4N4Yd5c8NznfZW6-h9j68z6ntfW2fdMMd58Qq0NW57mqz16chv55W4dt_rP5YNvLqW4_T74_1p_XnFW7qRCnq6HgMFyW1Nnn3h1ZctthW2S5zft7gvtyVW8S83NH7K9pNMW2T0VX04BjjL3N3bKZSf2-lg5W74Rrzt1XrKkVW31pbMj2VJ0lRf7l0GSq04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="nrAegBJt">
<img src="https://cdn.thenewstack.io/media/2025/12/4426a616-from-etsy-personalized-christmas-ornament-il_1588xn.7413122444_fply-1024x689.jpg" alt="Featued image for: GitHub vs. Amazon: 2025’s Gifts for Programmers and Sysadmins" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3nBW4L1FL41Kn9htW1g_hBR17zxmjW6gFX1W68S-QyW5qtS021MdJtfN3_fzthn-QdvW6L3bZW7vsPmNW59Ybw56W--mqW5FmYwT8QSVHcW74T7-m4qrrVhW6Hx8ss6YBDC6W4S-h0s6mjjV7N5k3l0H4VfYWVPDbPX4TcpmfW4GT6Kv1wcPp1W67-yTf8hdMBLW87pCpd1B75QqN8F4TcTq3zFdN5xrD9C5bfyzW8Typ-x37qrydW4F94Nm1519scW18cbd86ydgPCW8Z24vg7RXVdWW40nRtz19FH2KW9g9FGM8JP2d6dkPJY004" 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="I/8W6ASh">
Tech Culture </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3ptW6vVJs53XpNCFN4GTjh53Ss-zW5FvRc_1M2mW0W7dTc1r1p_K7FW2YfN9M86l0snW7yx42g4YQ2ddVLRw4_24PGJZW3vdyF486ZWYQW44bcDn1RlHpNW2FK27W81HYYtW4K2GtZ25P1-_W40FzBV8rSNR4W7L8YP725Vp0-W3Sk5HS8Rcjq0W5MQzKG8d-pZbW65BvM56x0ZNYW950Txc440f9dW8FMJZz6z-qZFVb4Dcs47MB1WVtS7zp6wj2XnW793zQ971kllQW4XpWn67Sj82_W7rr9D17fg444W4PW2kb82RTrWW1Lq_yf75NgGJW2MDppr7ZLPypW4jkxms4gZYMyW8ZfxBm6d_ZgPW698brs3pmNqpW1kGcGz6YD56Kd1_rlW04" 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="wHmnmC5b">
GitHub vs. Amazon: 2025's Gifts for Programmers and Sysadmins </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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3q7W8p218x3BnjTSW7F2FdW4t4pXmW1w6fL88bX6lnW7hCdTn9g9jd4VyVHws4nqVGfW8M7Nyq24DX_vW4DmvQD8ykdB0W4lqkzf8zn2vLN8Bh_yRP20CzVT8lsc5XQ2ZvW8KCRrs1gKSt5W8YVgC31ChB0wW7vttWj8m8zqWW1vY73h196_QmW3fFV0F4fbHMMW6YTd4x4SfW6yW1_TpjR7qrJy8W8zP3xB204Xb9W3Tm52y5NSg1jW96FcQ07nPM-LW2b67CD5BFllyW1mQvBH6mTFLkV-VXnH7bZCG-W2BqHrt70Qk_pf7r-5x-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="nfCgGm8f">David Cassel</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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3pgN6CKPl6ZHcRLM6BVv385SX6W36V9ZT7NXK_cN3_SFf99RYFGW2S6lpG5L3gWbW96KXM47R55nvW3QmRB5282K8RW32l_p35DRkpDW6RpVT130rjHcW2XP-SD9h0jYwW3LxV6Y6nKt_QW2f2Bjt7MNRvnW5RxjNF55Dld0W3N67CW7SNbjgVWp0jN1DNlrhW7Z-ZpR26nF5WVYC21B4x6DrzW1xNw-W5RSSxWW2QcrmL7qXVZ5W1WT1rX23P_yrW3vq4xc2kckyDW6P9m0g2lT5zCW1j49P734wpD1W35yDhb1FtK1SW3YXqQv6B6hPjW4VbnRw7py9KsW500m7887pPctW4KKR_26nptGBW2MQ_943gwVVQW2MhqTp3vJtrWf1nbrM404" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="YmJu6H3i">
<img src="https://cdn.thenewstack.io/media/2025/12/d61f30dc-nate-grant-qq9lains6ti-unsplash-1024x576.jpg" alt="Featued image for: From Prompt to Production: A Guide to AI-Generated Design 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3lQW1W1Q_J2HnJ6QW21gZ4P1XH76FW2hypLY3GmkgwW4C4Yqc6jj35HW7x8V0f2ZHfJPVWzlm73M2MkxW7MNdlk4xHfH_W5Sfysc6ScGXMW6NrQBP33Gwc4W5dcqTR98d5LrW77495N26mzyQV4BfGs1nTcyMW2Rxxmv4k7GJ1W6Qr1h31Vl1jbW75ct1C1BmKrTW4KVld64QCnqQN6PqwwLmr1fkW4BBLp73TCnHfW4tz_Xm5whwKXW2sRzX44HvFvKN2HsYGXKQQ_yW36tpLM4np6LHW5qWH9D7fxzQTVbjZPx8ZQR-kf5zkRzH04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="EqwIYxaP">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3lbW2_dhZc41J2bmW2q_vY123dBD9W91B1p98VtncFW3tJL1l848cx9N2mpXSg7DjWvW4Db2xt4Zh-FbW19VPrD97p63mW7_F33v6rGNN9W1VQk1K1WJkflW8GHm7T5GkTfHW7KGVp938thD-W1Y05W11V2qBBW6vW7pX1pSnTsW57x4z_8tyBbZW4vML3w7Jl06RW81Y8jb64qV3MW2L1hlF4Y6DSSW3M4Hmy3wH40cW4l2cFX7hTjmXW4h2hC_4NLjBLN2lKfZ440j1BW5YmGTj6kpjftW3FjLf-6MVWn0W1QKJ6M16zfG_W75DGs8708mzgW693FhF7FPWVQW6m9Q5n3tvmM-W35PLTv69LtmYW1Cs88Q1kt3sHW2S37D28DbrW5f37rJZl04" 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="QCiRNF5l">
From Prompt to Production: A Guide to AI-Generated Design 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3mFW3kngRL5VfDJmW4T9RnT8ystbPW1fBSQB6vbX0lW5jPtlP94N9R0W8Wf8mv46k66vV-V2Jh1zfPmvW9dG-ND555JtDW3f5PPy5ggvPYN76MyHyGF1t1W7wn5dk9dxgjTN6f2cVvPyBBvW3zphXc4bdr_tW4yz9Dn92D5GWN4pTzlnlkGJDW2jb5FF2BzRR1W2hv7986_Y6RwN3rFjXqRPy4lN6d8N9RjNKMDW4bs_P_52ntt2W57M-fh8W9QKjN4rZ6TH9gGYmW7lm1Vn2XZD4bW7sJHrC7gmrHjW8XCpp56vhnxtW3Q_P3x6wjB_BW9fMJq925hcSJf1R-PYd04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6aZ+WHoP">Alexandra Spalato</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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3pqN3L9_yCbsFzXW80Jk6Z9h1TtBW5qvBg08tPndZW7bp_XL7hKZPHW94ykVC2P_ndNW1KbsSD3vDpCVW2rJFdz9hp4KfW6xz2BR7_tQ2GW52Dbzc4by1JwW4ztQzT5jctX2W8j9BSP6ztPC8W8yS2gy65s2bTM-RhhnZC4x0N8LDGSBC_g_VW6Wzr-q3QpjdPW8YHxjw76cZSQW6fw48y79YnYQW7BTzZ17WBK_JW4cwRn84nj4MjVMfZsm1x8NDsW1N_GpT8CRzF8W3_B-l72QGlKcVdHKxM2z7_czW7mgJ-y31Q5NYW81r_372wftCQW9dwTR56-HQJzW15D-D15YyQjpW2w1rS-87gsBpW74vbG37Jwbl1W4jQztN2y-5hnf133MSb04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="jkkp1ISl">
<img src="https://cdn.thenewstack.io/media/2025/12/efc10126-robot-1024x576.jpg" alt="Featued image for: Your New AI Workforce Requires a ‘Digital HR’ Department" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVd3qgz0W7lCdLW6lZ3msW1D41tx268jr9W1W9dqS3gJfC1VSG4b02D4CYwW8g-D7m8k5Kk2W65LCZC3KxQg2N4D_D3B6bQ4jW1_x2Yv8TcNPRW8QmnVt8tt6XrVB1ydb28WTcXW3hnjK081gw4JVZ4JnF6mJ7cKW5tT97G2mx_QyW35nWxT8VQRx-W5kKQTJ8W26GlVl_Lrx3VKmbDW5M97Tf5qcZJVW6SyspP6gMPpbW6fb00d8RgX_QW7bjP341wxtlxVxQGC01Z1bPpVY6kVs1vSCdyW7LgQgy4MTKhhW6_CwrJ2mKM2LW3MvNkY47YsHvf75Tl3q04" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63qgz0W95jsWP6lZ3kLW3hRcSQ17fh0NN5Sf47qdMVHrMq2h8963bHqW9lWlHB4WjD-kW7hL6qk3ZJc7DW3Gb1PL4Rnw-hN1z3rMsBHhf3W31VkpS3z9yG-W54xV207Fg06LW5QxdSy4zdV3dW2YPpTm1hZGXmW6KV4Dk5343T3W8r2c2r93y_73W8fx6S01zKDymW2Yh8S47sdJbDW3BzFCv5d17DYVDBv_h7gBQ_bVSvwW-5c-4-RVzJ4qg5R_VscW4qY7zP6nRZdCW1H8Ywz1-S9DWW8BCZwm1FjHVcW8nHWbn6cmjb1W698Jm42gBHP8VtZT6Z7Cn3DfW4Hxs4N1b64cQW9kn44G34HjpMW3j1S901Q2-sgN2BFhLGy9Pl1W2wd2KN5JljMYf3KXvHM04" 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="NSYhtXJS">
Your New AI Workforce Requires a 'Digital HR' Department </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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3pjW5m35jW3mC66SW12HxpC3Dsx80W3B34-x3_WxxlF1bzysFn31kW2JBWs699XCr4W9fzcVQ14gGPbW8S84Sj4KbPrTW8Z-WhG7039yMW1jkkGW1NXhSyW5mMvdl2H24KlW7wXP2b5Tv9rjW46RgjF5_JFZVW3BdnnT28SldYW2xQGSS76GrC_W3j97C78w0nz-W7TgClC6q5WfTN6lbzYlQB48_W9hRbFd87q3SSVlTYZG2x7rtbW44mDnZ4jphfKW2tkn2B79W6b4W2HW5gg3lsscrW3Zv03L8c1xphW6QFxPS7lC1QtW85xhD568c674W3KN5Zy8V8J3Gf8vsCds04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="CPWItKdc">Venky Veeraraghavan</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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3qgz0W8wLKSR6lZ3lWW8RgcjN3k74V1N85hqlm6r8mnN2vhBhdyn8qXN90psGppqNMsN8q9rqG-D3LyW8ts8WT8GnVNNW7l5sWY74vnl-W8dmnKV6D8HqwW3bcSXt1ZXJBQW4LYjYn77-gMpW3bl6b76Ghdd9N3QyLgnbwPLpW8mkwby2qmQL7W5hZkzJ4G0JsBW3k6x5k6QB5mlV_-cHL3N9kljW8ghfhD47_ChwW8HCR1D78t2l5W4N-Qlx3mlp7PW8Z8Gyj1K0MF_N41y74KBNHhhW5D-0jx3m_gsRW5nh_nv85nkCBW6WSCRj2YRfpnV_6NHp9bgcSZW5sG3Kb9js9HCW7vqZmr6dMYLJW32V7v552p9wlf6qRT6404" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="SN7+U7fq">
<img src="https://cdn.thenewstack.io/media/2024/04/d8b458d6-dev_news_img-2-2-1024x577.png" alt="Featued image for: TanStack Adds Framework-Agnostic AI Toolkit" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3lzW2LH_fK4860MxVpbSd78l6Z8rW98j5Fk2Mp7t6W28kjyj2CgfxlW2PKgvG3X0RrmN12pXGj9-dKXW88BhZj3S1h6FW1-NCfs8_8f7CW6X4vDz8XMTxpN4ZMh-nrsyMyW7BBMjb5WDRDQVpV32J4CLT2DW73Dv-n67xMWLW4b_gVc8q8qYdVFS0Xn7rK6pFW1DsxyB7J90WpW82sbFl5T_5yHW5bMv-j8PXVGtW3flcZL8PtSxsVWbMMb6sZx5cW2n9wSL1BRKS4W3J6Mpb8qfYJ2W2N3bkl2x8dQ_W4j4fX_2XsM-JN8RQZ9Rc_F8RW2BlLhg1n6y4Nf6v7W8804" 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/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3qgz0W8wLKSR6lZ3n2W3ZmjY42JZ90MW6G35-g2Tc1RKVznYk97dkZs-VR-kjb1nVMtkW8-T7d88klvlqVpfspk5vmbz_Vm6dFT4yslm-W37YpzP4LKWfgW6yyZQx5hKGXxW549pZ22jV4CBW3Tx-Lw8ZFxX7W9gHptL3TRD-TW3S8fGq8sSGQLW7gc9Rp64rSvYW81PyMp4dm8qFW49dL_-2zQTHyW3GMGd27_s5dVW4g1tbC111WZZW5cr4nB48mWYRW43y_Cb5RH9KQW3RyXCk8XBWHKW8yfntM1ZDTq2N6hyG_MzlcCJW7NrxcZ6YqcCKW1dLQdW6BD6c5W68Rc-F4tqVK7W1Yf8xp53XH18W6HqJZb4hBG4Bf5NL__604" 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="KbsYMRgx">
TanStack Adds Framework-Agnostic AI Toolkit </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3qgz0W7Y8-PT6lZ3nvW6cDWmB3w88dnW2vTsFb2KkbPfW8mCBls3wmhqtW2ZFXmp8rHb8qW8wZbmt1qPWgJW5ydFkl7KPh6hW3dNsNP3kL6T0W66Zpg95Ct8BNW3jZ37J7bvJ-RW7LTXzD1mj3qNW1lpT441Hr9BYW1_CrYd1tBB15N2mfszYJDlyxW15b1V-5ljyv_W36w_hT6rjW6vW4h93Ms29Z6NSW5WqVCK6z_cYfW2jRXY71HvRDwW4KvCgv1RQ99bW1JZxxr5PCRdmN1Wp-WNRgDybW8Z-Mkn3SxTb1W3QcYJS8sC1HDW1gf-Cl5Zr77BVNqrtQ4D1bVmW6y4HsT424qSPf7BdmCH04" 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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<h1 style="font-size:24px; line-height:1.1">New Webinar: Avoiding the Argo Ceiling</h1>
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From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2019/01/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<p style="margin-bottom: 1em; ">When Argo scales, visibility breaks. Hitting the Argo Ceiling means tab fatigue, glue code, and lost engineering time. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63hCZYW95jsWP6lZ3lzW32l58H5mqzcdN3Vv96x5zjGRN27bRxJ7cvh2W7HGz3w5JTwr-W2gMvTy8p0S87W8k9r1W60J4rXV2z9Zh8RkSj-W3r4VS84fVblkW7JFZWk5KQVZnW13dmSn7TP7PcW5VMCZ43V0myZW1Q3nk05MwxwmW86s8VT1rbH63W6yN6VG2G8jC6W251-d73kSCTNVfgBPL2smN_LN92MqD4xyqWMW5XdxFZ3_fj1wW3-x3LY6NKSwYVtwqm_7QY_S6W6mbF008QRpdrW2Q2Z4Y3XxytKW3Wj0kG3ZzkX2W6vfngs8VP3JhW872Q7H8sDsbHW3qXm3F7gY8svW1N9MCY417tNtW5rBzxW3CtxTvW7lYvVl1vTwL4W7cs6-Z7R5WwxdD6FVT04" 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>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
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Explore the evolving debate between VMs and bare metal for container deployment, and learn why neither option is best for every use case. </div>
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Watch: Why the CNCF’s New Executive Director Is Obsessed With Inference </div>
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Why inference will dominate the next decade of computing and what the CNCF’s new Kubernetes AI conformance program means for enterprises. </div>
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The Rise of the Tech-Themed Gift
December 22, 2025
The Rise of the Tech-Themed Gift
In 2025, major brands like Hallmark and Amazon are increasingly targeting the “tech” demographic with specialized gifts ranging from code-themed cookbooks to vintage gaming ornaments. Even Etsy has gotten into the tech gift-giving trend, notes TNS contributor David Eastman. David shares how this cultural shift makes it easier for developers and sysadmins — and the folks who buy from them — to find holiday gifts that hit (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3gP0xW7Y8-PT6lZ3pqW3g9Lks8GHz8YW698MxW3GWYvhW6GBHyX7RTHYvW4zySyT32sWwkW42PMJK8q1gj_W4Trz2Y8ZCWJJW26-7ms33-HHPW7Ws59n7N7QBwW8SlRYS8qVFNbW97qt9X94fzNPW50yyKz95M9SFW6Hc0Fq90C58sW3mCRr973TSxHN1dNwSx1rwqfN3hnxW_g9xLXW5rYPZ83s5l-bW8TXb702N9tzjW8Gs6X_6GT1NVW8nR3GT6kkqhNW7MCVJ0779MgKW7-Z41z35Wqz_W7WJLwt2-NGnRW4Djc6j1RcPXlW1KmghS3GXTq6W1QMC6d3fLTRhW3PdKfj80XrmYf6Bx3Dg04 ) .
In other news covered by TNS today:
- Tiger Data, formerly Timescale, has open sourced pg_textsearch, a PostgreSQL extension that uses the BM25 algorithm to provide high-performance, ranked keyword search for AI and RAG applications. TNS Sponsor Editor Susan Hall reports that the project, which was developed rapidly with the assistance of AI tools, aims to simplify data architectures by consolidating vector and keyword search within a single database (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63prCCW95jsWP6lZ3kXTNJcL2g38sVVhv3mG1Z4-c2W7gXzKW91_Cd_W1j2psR69gpBgW4vn1lp5cMFRlW7Y8p5Y8cZc2CW1ZHvdd4B3ZHSW7gvlZY5rMXnmW7f4-4_23LXKSW76yMHL7H6WgtW3rRlfW5jFJFjN3y4DsWt7Wb5W2y7bcc8C_9vnW7Cx1Bf2pK2VqW1KybCc8FjPNZW46JQrn5SHT_8N65YxRLrWT7zW7p9yMC7zD_qFN8KCwJt-8n4cW28YR6k3Kb-kWW6FW-c78vh6sxW2pPfxT6y6gzYW9lqW1C4tqjS5W7BCNxB4v8g7BW8fkrq-3hxzL6VX9P_y3ngYgmN3JYFQNkxkk2W5Cjy6z6cjmSHN5v8Wkl_7RM7W11q9_34Rrm-ff294WGT04 ) .
- ObsidianOS uses A/B partitioning to ensure system reliability, which allows users to download updates to an inactive slot in the background. That provides a seamless fail-safe if a boot fails, but technology journalist Jack Wallen warns that current installation process is prone to bugs. He adds it requires significant manual configuration, which makes it best suited for experienced Linux users (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVx3gP0xW7Y8-PT6lZ3pjN80By0bFRdRPW1Vl49j2dl3tgW7yScpk1LFxsdW2FMSVM55ssgKW8RG84B2FqZ54W1qgbXn7TWYY2W1K1_lL7bPwkqW1Cl42r1X7BSjVnFn4d1l_pMKW4CKyKX1nkBTfW45pGt964d_fYW4YB4Hc3vy8bHW5GfhYZ8lTTPtVhK3wG3FbMH7W4xxZMH4Hj_7fW7Hf_Sh7xqQF_W4pCqfY6-pfq4W1nS1nl4N-QKWW9hQ7sj5f5QMJMKchhFVST_kVc83x78fg2VGW2pkXtL8Vg7nQN5BqnV77nv5wW7hpnv15xTsy4VMsw_y6cqkjvW21MPMv7BcYz7f44l_r204 ) .
TOP OF THE STACK
How SaaS Leaders Can Move From AI Hype to ROI in 2026
Featued image for: How SaaS Leaders Can Move From AI Hype to ROI in 2026 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3n-W1mMTbB6f5NNfW40xz302b4RG9W3fNCG24pPPllW71tqzt4spqDJW7LM_0P626vGPW5t_Z5T6lK_Q6M7nMRfg4jGdW7grBXD86F9QjN2rCz_Jpt1VFW8GgxQm3GyWwPVkBRks5KvvSgW2wzjjV8gFwq9V41MG320M80jW1y23YZ46vKKQW6wx7Pd1vS0M6W6CTf8w4323lpW370SHx24j6ThW6qvj3Y4MZH4LN3JvcSJpxmDYN94CzNRhQbrMW1Gh3zN4ldBC7W3TxY7t2rZlp4W5S2vSP5lvSMmW6KHdR_1QjMWrW7QLJc63kxHrKF622PPtpvQ6W1r73qJ2nDvWbN3gwSjpj6d2wf1dGD8404 )
Driving real return on investment means embracing AI copilots, internal agents, unified integrations and clear governance.
In conversations with founders, product leaders and CTOs, I still hear a lot of skepticism around AI. Trust, complexity and compliance continue to slow adoption. 2026 will certainly be the year we shift from hype AI to pragmatic and return on investment-driven AI.
For Software as a Service (SaaS) founders and product leaders, the rise of deep automation and AI calls for a strategic pivot: prioritize...
READ MORE
Is Spec-Driven development key for infrastructure automation as well?
AI agents have accelerated code generation. They help developers write features faster, suggest implementations, and assist with reviews. The result is more code and more frequent shipping. But while software development has accelerated, infrastructure provisioning has not.
READ MORE
WHAT ELSE IS NEW?
Featued image for: Better Relevance for AI Apps With BM25 Algorithm in PostgreSQL (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63prCCW95jsWP6lZ3kXTNJcL2g38sVVhv3mG1Z4-c2W7gXzKW91_Cd_W1j2psR69gpBgW4vn1lp5cMFRlW7Y8p5Y8cZc2CW1ZHvdd4B3ZHSW7gvlZY5rMXnmW7f4-4_23LXKSW76yMHL7H6WgtW3rRlfW5jFJFjN3y4DsWt7Wb5W2y7bcc8C_9vnW7Cx1Bf2pK2VqW1KybCc8FjPNZW46JQrn5SHT_8N65YxRLrWT7zW7p9yMC7zD_qFN8KCwJt-8n4cW28YR6k3Kb-kWW6FW-c78vh6sxW2pPfxT6y6gzYW9lqW1C4tqjS5W7BCNxB4v8g7BW8fkrq-3hxzL6VX9P_y3ngYgmN3JYFQNkxkk2W5Cjy6z6cjmSHN5v8Wkl_7RM7W11q9_34Rrm-ff294WGT04 )
Better Relevance for AI Apps With BM25 Algorithm in PostgreSQL (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63prCCW95jsWP6lZ3kXTNJcL2g38sVVhv3mG1Z4-c2W7gXzKW91_Cd_W1j2psR69gpBgW4vn1lp5cMFRlW7Y8p5Y8cZc2CW1ZHvdd4B3ZHSW7gvlZY5rMXnmW7f4-4_23LXKSW76yMHL7H6WgtW3rRlfW5jFJFjN3y4DsWt7Wb5W2y7bcc8C_9vnW7Cx1Bf2pK2VqW1KybCc8FjPNZW46JQrn5SHT_8N65YxRLrWT7zW7p9yMC7zD_qFN8KCwJt-8n4cW28YR6k3Kb-kWW6FW-c78vh6sxW2pPfxT6y6gzYW9lqW1C4tqjS5W7BCNxB4v8g7BW8fkrq-3hxzL6VX9P_y3ngYgmN3JYFQNkxkk2W5Cjy6z6cjmSHN5v8Wkl_7RM7W11q9_34Rrm-ff294WGT04 )
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How Kafka Simplifies Application Integration and Modernization (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63prCCW95jsWP6lZ3p7W6WPfPY47szYNN6XJqMCkcxblW2yfxF57F0kFsW5fzBXL5RPFwFW7QFCt86R-rnJW5KbLNk5qbzTfW3C7YpF1NTq5VW6nh2zj690Q-WW2fqVxS5gBbJ0W3QCFNL8TfxrWW4Hk41h53ZPgZW9gNlpN7TM3QzN91LTs686F2cW5qwx6L3dQy8xV_w6zL4CC2h-W576PMf5gQv5fW2Q4WR18fmr3xW6LlfZQ4lJbrwW4JNtq068z8n_N6cvKDZgVxPNW4t28-g7J-cPXF3y0Jss7Ps7W4v--l51C2cShW4MYlm16cJRCvW68kHQV85FX-pVV3Kj697FNkJN6-mtl0JpDgnMcp1bXxR2cwW2KqnwJ2X9vvVW9lpdfM2zX0f0f96nZM404 )
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AI Engineering Trends in 2025: Agents, MCP and Vibe Coding (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3nNW7VZn256qJQxZW1TyGjY9khh_TVNmJ7F3-d9pQW2Cf8qq2kg4Q0W2N7CvD2lxhvRW3dW_Dr8-qMBBW1LJHzQ4BDjHzW90K1dH11rxkcVX1Gvh6ShHwtW4rdwpq882W9qW4d6pC94R6JtgW8PfhD27YqkZLVGCRRY1Jy4CCW2LRKml1r6hRwW1P93rc5mTqVZW4w2NVP2mJ7K_W27Vk6_3KwGTwW1ncx_g6hXtFTW2-3t0c51Xhh7W998mfz2jh5JqW2cFMhK1W4z1cW15mdt_2ww_RVW8zbZgy31PcmRW57vqc82fX7JPW7FjFsF2TnKK3W2z_05r5CnyrZW4TzKYN1zT9HMW7PjPPs6cTjLvf2MhjgH04 )
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The AI Competition Is Now a High-Stakes Construction Race (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3lFW3Vr67r13-Tc3VP_9_h60L1MYW6QPQhG8L6VGNN8m4hl0pHXqCW3475bG8V_Km-W8sLkCR1VjSNLW3pWL0698nbCsW2BX9X47G91X4VF_kcJ6mkJGrW2wRHdy4XwR1nW4qpjn467qjktVfkbt_3TW5ypVC_9Xn5QqnbgW26v-921Ym7_DW6HXrRl6vfJfrW6_Xhss4Rn1HgW32wv4T97VMrzW7WHTxP608LR8W3K4FtC4LMCNqW4Rfxwp2Kq1p5N5V8R9yqD9FbW3WVJ3C8GczFxW6b0GBj8f7sHHW2W8ctt2HWqdMW1rtjKd46wvFMW7k4rKW1smr6wW3y7lW51XWY1hW25__RM4-b9Htf3654zH04 )
Featued image for: Apple UX Pioneer on Reviving Computer Desktop Design (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63prCCW95jsWP6lZ3kMW6w5XT17w4Tk2V6jwFw7sNg1cW1MsGbs5qqLpTW3wlSr85dts8PW2CGsV08BQWK_V4VrdD69LpCYW2gVzBl4rB7x9W4kjv5J7jyHqWN43J-f2zYtZfW7BjN2c8hP9YbW1TYQGv4_VgMnW7-0dn-34YH2bN8Hf10pvHn9VW7m8gtC7jk3DkW1jVKKj1CcTb6W8n-6zS4gzCfdW8yDwy74j79xvW4J5-Dq7CxJdqW3Z5H1K3bZM89W5GxVP23vkf5VN5CBy3Q3fN6lW1_hvVR1w5Q16W4B8Lz24dgK-SW1j-GM86s80LdN2XFNs7LdYPxW8W4BZG8ljGQbN1jR0-Hqs7T0W74j5lS197G2cW664cCq423BlrW5b6Z163R3Hsyf7f6Q0-04 )
Featued image for: ObsidianOS, a Challenging but Reliable Linux Distribution (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3kqN89Yy9yf1DxrW4Xrx2P1Bb5NVW1MT2zp5vDtRtW1b4jMB8TRDP9W2X1XB04L_MvmW8nRdm25GMxwpW4t4gmL4M7SkkW3kZP3Q82T56QW51Sh0l3782tCW6sBN667z7NDYW8y1Rg755t65KW63yjFg9jRdM7W4-8sw41yJhMDW53-gBz2KhlbBW27yZSl1lcd9rW6sTNsr7QWvvxW5qljWQ3bYtHGW1C6Lny6Hg_ZKW8JQw126YcnBhW49PT4R2Zj7N_W6TJz9y6DzszhW7SdBjd1fY5M6W5CvQLJ4JT4sQW22jBb66zZ_W_W5FyPsQ3Jvv_vW4_McgB3m-h0lLc4jgVk7hBW8RmhPT6FMzWkf6vqTVT04 )
ObsidianOS, a Challenging but Reliable Linux Distribution (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3kqN89Yy9yf1DxrW4Xrx2P1Bb5NVW1MT2zp5vDtRtW1b4jMB8TRDP9W2X1XB04L_MvmW8nRdm25GMxwpW4t4gmL4M7SkkW3kZP3Q82T56QW51Sh0l3782tCW6sBN667z7NDYW8y1Rg755t65KW63yjFg9jRdM7W4-8sw41yJhMDW53-gBz2KhlbBW27yZSl1lcd9rW6sTNsr7QWvvxW5qljWQ3bYtHGW1C6Lny6Hg_ZKW8JQw126YcnBhW49PT4R2Zj7N_W6TJz9y6DzszhW7SdBjd1fY5M6W5CvQLJ4JT4sQW22jBb66zZ_W_W5FyPsQ3Jvv_vW4_McgB3m-h0lLc4jgVk7hBW8RmhPT6FMzWkf6vqTVT04 )
Featued image for: GitHub vs. Amazon: 2025’s Gifts for Programmers and Sysadmins (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3nzW7f8Gjc90xBrCN4N_w_C1F8RqW7qxtHS8J0m3TW5sD8Tk88nVF2W1vNRyS8mgK89W3rh43h3mjjnCW39nBb84F-Md0W52QBm64kF8J_VMfbPY36NR2jW1m5R1757dYY5W6LT_pT11tzM1W3mcSfk9jB-CLW1mx55564f19DW6HfH0N4nzdJBVGpG8v6VFGw8W1jLs5h3Sg8RdW95npgP1PR_X9W6W7hjw5dz_VhW4pTKNg7HQxdmW1tKktZ5LGWJ0W5ynk_s3r8Wr-W6RhZ4b7cHc6tW34430f1Tbx4dN36jJGJGTRKVW3DfmGF3G4PYKVjx-fB51CZFRW4RX-7b77jBy5W96g3501Dn7lVf622Kk204 )
GitHub vs. Amazon: 2025's Gifts for Programmers and Sysadmins (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3nzW7f8Gjc90xBrCN4N_w_C1F8RqW7qxtHS8J0m3TW5sD8Tk88nVF2W1vNRyS8mgK89W3rh43h3mjjnCW39nBb84F-Md0W52QBm64kF8J_VMfbPY36NR2jW1m5R1757dYY5W6LT_pT11tzM1W3mcSfk9jB-CLW1mx55564f19DW6HfH0N4nzdJBVGpG8v6VFGw8W1jLs5h3Sg8RdW95npgP1PR_X9W6W7hjw5dz_VhW4pTKNg7HQxdmW1tKktZ5LGWJ0W5ynk_s3r8Wr-W6RhZ4b7cHc6tW34430f1Tbx4dN36jJGJGTRKVW3DfmGF3G4PYKVjx-fB51CZFRW4RX-7b77jBy5W96g3501Dn7lVf622Kk204 )
Featued image for: From Prompt to Production: A Guide to AI-Generated Design Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63prCCW95jsWP6lZ3pGW85XVHd3WyvyXW1G2lDq7fQXHWW5kNz-74xLY4_W73Gg684mbP9nW2-QDv_4XHSppW9kbwgF7Y84J3VqDcQD4hRWjcW20P5lL2bjFcNW1_VFXP2pJKgpW15Cjr835xlNPW3GS1yC5LpQMWW5_jxyV6KHRXlN22wjCDzcVZnW8FhPrQ3F4CMMW99NvHj4B0c4hW3HQYQw9fWt7QW2ND0Vx8WY1_HW5cxwbj2BzwF7W8THKsX8kC1GxW3dBHMN5Z197vW3t_9cK7V1DPNW8Dsrqj1cPcDrW31XdS998ZRfwW9k3cXc50Rb8FW139Yqh59zY0XW5jbvsF7fMCPLW6r_Fj93j2Z3lVCtRV-8J-RmYVvC-LW7ZbPSYW18dXDz486BbQf5PNsyP04 )
From Prompt to Production: A Guide to AI-Generated Design Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzW63prCCW95jsWP6lZ3pGW85XVHd3WyvyXW1G2lDq7fQXHWW5kNz-74xLY4_W73Gg684mbP9nW2-QDv_4XHSppW9kbwgF7Y84J3VqDcQD4hRWjcW20P5lL2bjFcNW1_VFXP2pJKgpW15Cjr835xlNPW3GS1yC5LpQMWW5_jxyV6KHRXlN22wjCDzcVZnW8FhPrQ3F4CMMW99NvHj4B0c4hW3HQYQw9fWt7QW2ND0Vx8WY1_HW5cxwbj2BzwF7W8THKsX8kC1GxW3dBHMN5Z197vW3t_9cK7V1DPNW8Dsrqj1cPcDrW31XdS998ZRfwW9k3cXc50Rb8FW139Yqh59zY0XW5jbvsF7fMCPLW6r_Fj93j2Z3lVCtRV-8J-RmYVvC-LW7ZbPSYW18dXDz486BbQf5PNsyP04 )
Featued image for: Your New AI Workforce Requires a ‘Digital HR’ Department (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3mSW8mYj1t5pH4sYVlfpXT5-YwxyW8Hjdvq10zqkSW78Nnpz3lkl_DW6RNYDm82PC6BW2Py1V7737f6qW5v1zMM6whB1rW63LJJW76G5bwW1P-7kF3nl2vfW2DLPBY4VtKVNV4XJ0r5czTjGN5qsQQWB--SrW29LQjk8fdljKVxYq3w6nQgZ6W66KZvv4dYwNzW28zYH26yRy5-W7b-ns-7dZTdFW5kMH_B8K9MDkW6b3Wz_2rSBNnVkJyZw1X-NWTN7P9KD_4SNVlW5hc0936SsFmpW6VbMx419Dz1tW59VpfM7jw-ypW7kfvwt7nx_MGW43nbYy4JMdKjW7RnDHw321qBcVycM_41DKZfCf25zV8n04 )
Your New AI Workforce Requires a 'Digital HR' Department (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3mSW8mYj1t5pH4sYVlfpXT5-YwxyW8Hjdvq10zqkSW78Nnpz3lkl_DW6RNYDm82PC6BW2Py1V7737f6qW5v1zMM6whB1rW63LJJW76G5bwW1P-7kF3nl2vfW2DLPBY4VtKVNV4XJ0r5czTjGN5qsQQWB--SrW29LQjk8fdljKVxYq3w6nQgZ6W66KZvv4dYwNzW28zYH26yRy5-W7b-ns-7dZTdFW5kMH_B8K9MDkW6b3Wz_2rSBNnVkJyZw1X-NWTN7P9KD_4SNVlW5hc0936SsFmpW6VbMx419Dz1tW59VpfM7jw-ypW7kfvwt7nx_MGW43nbYy4JMdKjW7RnDHw321qBcVycM_41DKZfCf25zV8n04 )
Featued image for: TanStack Adds Framework-Agnostic AI Toolkit (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWv0BMN_PFTVzPW7v89w61lW1n-N735HnNLpN61zzVR3prCCW8wLKSR6lZ3mNW6lr6bG8RNpF-VbMDDK5rMWNDN8xBwsNZ51v1W52zNPs1sHrVrW218F7385hwpGW7Y2NQG4rWh9HW6NsRQq57RLkyN81S48JX7xpzW5KZGC58lS_sBW5CY0n84JHVmcN7PbLzMzPlZXW16hHf58clc9QW36nwzv1Vgb11W3rys5m559N05N4gJpFFRCgSrW23hWW8381qk0W5TYz2K58Z6tRW48-66t7FYt3zMktBH7Q-PbgVjbV5m5_CTVsW23lTF957DYHxW5FzBTm1lcjzvN2lZ0y9N3JZDW5MJ5BH1lQn2FW87jsMv4NvwXMW3MvHk45qDNMSW8HGF-x4wk3ZfW5cgqF-2Cpn5Mf836gTn04 )
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The Bare Metal Myth: Why VMs Now Win for Containers
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Arduino has defended the changes, claiming its commitment to open source hardware remains unchanged.
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