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From: tns@...
To: [email protected]
Date: Thu, 04 Dec 2025 23:06:11 GMT
Subject: TNS Daily | December 4
To: [email protected]
Date: Thu, 04 Dec 2025 23:06:11 GMT
Subject: TNS Daily | December 4
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React State Chaos: Why You Should Stop Blaming Your JavaScript Framework
December 4, 2025
React State Chaos: Why You Should Stop Blaming Your JavaScript Framework
Developers often rush to new state management solutions when their fundamental problem is architectural chaos and a failure to apply React’s core principle of unidirectional data flow, contends full stack developer Alexander T. Williams. He argues switching frameworks is not the answer. Read on to find out what Alexander recommends instead (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3gP0xW7Y8-PT6lZ3myV8wzwm5Rzqv4W7WvY-M5prMkzW95fdw11RHxBPW1bW3fy2JcNP2V9n2Bl2C92ncW66wmYf3Dj5-5W9fYtXp9b8RggVNYYj07fTNrqW4gyh0d2Xhrz8W3Jks295vSsyZW6Q0pKw7h06FHW6Y7ZHN7_tBRwW27LnMR5_76-rW8m22F893N_gBW8_kp-V2Fx0NXW2Q1gzC5JYZVJW3y_BMw2wSrDpW5z5Y8T2dXSGDW3Bvldp254zxMW2H0THy56bWqgW78S_922mkPnbW6f3hvS4nsmcqW7zyH4z4QrTVmN7m4dY8Pq6w1W25Q2ZB5sljKvW7VGsJ-3hmhy2f9j2yKs04 ) .
In other technology news published on TNS today:
- Adobe engineer Navya Agarwal contends that building equitable products is not just altruistic but profitable because it expands market reach and builds user trust. Navya explains how Adobe Express’ beta AI Assistant, which will be integrated into ChatGPT, simplifies accessibility for developers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3gP0xW7Y8-PT6lZ3nDW8WFhj9239Sb9W7TrZvl4WBzxqW1DXwvJ5dtDDKW8-5nd-4xm6DCW7T4p6b3l_4zyVp3kz15qNS2dW7lDm2z49161zW37K1t54G69J2W1m443G3gCtcqW8W1C6R2YtB7JVKPvQ-7xsvkFN1SYLSC4GMQ5W3f3R576gP7x9W6lMT6S3sJRyFW8KLhx37ZCCSJW2ck-gP4yKtD8W7msL8z2SJ7vXV3_mhC23gm5hW2KNfxh8X4B2XW6bCHrg2SY1_wW8qr23f1TcXjKMscrRZN_0Y7N8gJ8FxkCcktN6YBmBWlW7w2W5flJjc7blpZ4W7gyjVX7tpZF-f8QqZ_K04 ) .
- Databricks recently acquired Mooncake, which was designed by ex-SingleStore engineers. The technology will help integrate rich transactional processing (OLTP) and fast columnar analysis (OLAP) into Databrick’s emerging Lakebase platform, reports TNS Senior Editor Joab Jackson. He looks at why Mooncake’s composable hybrid approach matters (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3gP0xW7Y8-PT6lZ3mYW1NTRr810T4thW27FrZ-6f8kBVW3QN6bd23Cm57W5l36wL8WN20lW7SFZX55htSVlW88D7ZT3SXmwRW3NHxHK1TRWyNW6t7z0h1KHFFgW1n12jy3_PtkNW91Hsfl2pCv-gVghT487-QtWyW4GlN0K4vP1cGW30nTb914x0gFW9f1jFS5jyxr7W3LY-jy2THb1PW6gdkmZ445pZvVvBpNP5fMT__W6CV6-j8BkbzgW2WBtLv5K9nxlW2Yf8-07dhjTXW8YZ4rw124NK5W5VpZr18HpsWdW3lQ2RZ5vr9gpW1Phmxh751T2FW6m-Vzc4ypBNVW5QBngd1QCZKkf6Tl-Jl04 ) .
TOP OF THE STACK
KubeCon Survey: How Platform Teams Are Adopting AI and IDPs
Featued image for: KubeCon Survey: How Platform Teams Are Adopting AI and IDPs (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3nWW1XtPXv1Qs6YDW9fhdpn8fygsgW3hwF7666s0_TW5-sK159hDP3FW886RF62zlBKYW79PGnh4lxMKJN5Cf_9nNlRJFW77z60F9bDl3JW3vsMSd4yVDf7N8xn3K3MtfbDW5KNgVG2XSkm1W8HhgBV3bfPdPW26yLl57DHCnCW7hYR4n2vZZT4N8qdpWVbVpckW8ygyqh1GYVYsV_dc--1_8r7qW6_lq6R6TFGJ7W9fcFFR7nZBbZVcL5vF2TshpwW13NzZZ2l6xTrVkcMbX8R6D1gW42jWTB2S3WTJN3rhvT7kpkJQW4p-53G3DTQ7_N8HkrXqcyr0rN8tDld1PysFSVpWxN473SHvYf5qGG8x04 )
A look into where platform teams sit in the organization, who they serve and what they are prioritizing next.
Platform engineering continues to be central to the success of software organizations. During KubeCon in November, we surveyed 219 platform engineers on what’s top of mind. The survey responses give a glimpse into where platform teams sit in the organization, who they serve and what they are prioritizing next.
Platform’s Primary Customer Is Still Developers
What Steve Ballmer said 25...
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WHAT ELSE IS NEW?
Featued image for: With Graviton5, AWS Promises a 25% Performance Boost (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3mSW3rcft06mCN5tW3m9rFk7sBrJ3W13ZGvg5J526tW5VhpB48ZWDRzW5Kfgq61ldMDjN1H3r6JvrxK0W4kJNGF8vGtcmW6yjp8y91G5VxW2LdsMt2f1_08W7z_9JS37h3ZgW1Mrw6L5_2_VDW5s24R92zzhZ5W6QKzl37S9pzBW3T5Fyk8dGhVgN1gP79FjsbpKW409rzq5LcvJlW2n5Bkr6gG54mVjyNqB7YpWvnW9gN2GZ56Gw9-N3QS2XSBZP05VghngZ6SzVh2W4VNrs28y2l9QW1qSKKl5B6PbJW9k5FtC1Pg4wWW4_vv2p4Q0lSMW7qWMYN2qtz6zW3CSvFZ86N3T-W38gtb66jNW2tdMb6Ws04 )
With Graviton5, AWS Promises a 25% Performance Boost (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3mSW3rcft06mCN5tW3m9rFk7sBrJ3W13ZGvg5J526tW5VhpB48ZWDRzW5Kfgq61ldMDjN1H3r6JvrxK0W4kJNGF8vGtcmW6yjp8y91G5VxW2LdsMt2f1_08W7z_9JS37h3ZgW1Mrw6L5_2_VDW5s24R92zzhZ5W6QKzl37S9pzBW3T5Fyk8dGhVgN1gP79FjsbpKW409rzq5LcvJlW2n5Bkr6gG54mVjyNqB7YpWvnW9gN2GZ56Gw9-N3QS2XSBZP05VghngZ6SzVh2W4VNrs28y2l9QW1qSKKl5B6PbJW9k5FtC1Pg4wWW4_vv2p4Q0lSMW7qWMYN2qtz6zW3CSvFZ86N3T-W38gtb66jNW2tdMb6Ws04 )
Featued image for: Stop Blaming React for Your State Management Hangover (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3lNW3kDp821Tv0SsW3fqLlQ81yJwDW5c8Vwn6spY6XW5DMZ1_3sSDK_W3RwKQW1FkrVVN4VyNv283cqgN9lhbmw99JhGW8nw5b27jPV4hW5zYkv11z2v8rW4CMDn127Nv8yW8KGYjp8LRtGFN1dl7vFddJj9W8SbCXL7T_J3XW8dhlqB7S531sW2jrl0B3PJHMxW1H9NvY3PK52RW68d8-h6h4jbbW1NBzkf6QpDmJW6N2W-K25SNT5W733bQ01KCVHcW5ncbmg106T8CW4h4T9J3jFjWsW8F20z5143w7QW3ClmGL5dtGZ5W2K3mc_60zGF-W6Yb8kq9jCGZ9W5sb_pW9gdb2lW7WwMmk160LhZf8V12sC04 )
Stop Blaming React for Your State Management Hangover (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3lNW3kDp821Tv0SsW3fqLlQ81yJwDW5c8Vwn6spY6XW5DMZ1_3sSDK_W3RwKQW1FkrVVN4VyNv283cqgN9lhbmw99JhGW8nw5b27jPV4hW5zYkv11z2v8rW4CMDn127Nv8yW8KGYjp8LRtGFN1dl7vFddJj9W8SbCXL7T_J3XW8dhlqB7S531sW2jrl0B3PJHMxW1H9NvY3PK52RW68d8-h6h4jbbW1NBzkf6QpDmJW6N2W-K25SNT5W733bQ01KCVHcW5ncbmg106T8CW4h4T9J3jFjWsW8F20z5143w7QW3ClmGL5dtGZ5W2K3mc_60zGF-W6Yb8kq9jCGZ9W5sb_pW9gdb2lW7WwMmk160LhZf8V12sC04 )
Featued image for: KubeVirt’s Architecture: CRDs, Controllers and Daemons (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3pyN2X6Gt38PKthN3STbPhQbhb9W16lNxs1PrvRFN91kh28xhlsxW3jvpt-1qB2xkW5F0x4M6k-kVvW8JWyV92LsvVwW7sPQvh1TLYTkW6fTtwD4QXVblW1gCQZl25bbs5W8JHVX98VVZHSW6r02lG8MrqCcW2Z-70_640hB-W1vQJvv5cpZ_yW1y9TKn1T5xfjVVhQh32dPLvMW3v3MBG1N3DXGVYTcC73n6Hp3W5fNxrd1LhpthW2f9d0c5Dwgl7W8R-2GL990rVdW6dJ3DV8GLsg6W2C7tK054t4VFW8_pSbF651F0rN1BjLBSzplbTW6Ps_Pg6xdTxdW5gzbB985rprQW2VKY9m5DsftBf6s1dM804 )
KubeVirt’s Architecture: CRDs, Controllers and Daemons (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3pyN2X6Gt38PKthN3STbPhQbhb9W16lNxs1PrvRFN91kh28xhlsxW3jvpt-1qB2xkW5F0x4M6k-kVvW8JWyV92LsvVwW7sPQvh1TLYTkW6fTtwD4QXVblW1gCQZl25bbs5W8JHVX98VVZHSW6r02lG8MrqCcW2Z-70_640hB-W1vQJvv5cpZ_yW1y9TKn1T5xfjVVhQh32dPLvMW3v3MBG1N3DXGVYTcC73n6Hp3W5fNxrd1LhpthW2f9d0c5Dwgl7W8R-2GL990rVdW6dJ3DV8GLsg6W2C7tK054t4VFW8_pSbF651F0rN1BjLBSzplbTW6Ps_Pg6xdTxdW5gzbB985rprQW2VKY9m5DsftBf6s1dM804 )
Featued image for: Your CI/CD Pipeline Is Not Ready To Ship AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3ktW8ZC2RD30JR72W67fmLz7SvdLxW2ctB_k7N9ml6N7CMtd5NRQFkW9jhpZx7_mp9TW3DFjvm1jV5P0W47-MKl5ZRLBYW3lhBVC2llrLtW6xTrH94j3QYvW5R5qtk6BB1M9W8W7wzx53FC86W2DK8NR3VPF6qW3qYVV23Zb0D6N6sG_p3skksNW1-y7-Y2ZvtN6V-D_Z576MkMCW49YZ-C4G0DNsW7nxDBS67TMWDW3BBK351bfLh7N1bWwk9lcxFZW9fj-BG7gTLT2W5NDCvZ3Gd1bfN7j0DbjSQHjcW6K8FZQ60KkXzW2ZVmHb8kFMKZW1TmnW-1ShR5_V49yd11MFvrhW7pMWGB3QbTs1f8K_Jbs04 )
Your CI/CD Pipeline Is Not Ready To Ship AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3ktW8ZC2RD30JR72W67fmLz7SvdLxW2ctB_k7N9ml6N7CMtd5NRQFkW9jhpZx7_mp9TW3DFjvm1jV5P0W47-MKl5ZRLBYW3lhBVC2llrLtW6xTrH94j3QYvW5R5qtk6BB1M9W8W7wzx53FC86W2DK8NR3VPF6qW3qYVV23Zb0D6N6sG_p3skksNW1-y7-Y2ZvtN6V-D_Z576MkMCW49YZ-C4G0DNsW7nxDBS67TMWDW3BBK351bfLh7N1bWwk9lcxFZW9fj-BG7gTLT2W5NDCvZ3Gd1bfN7j0DbjSQHjcW6K8FZQ60KkXzW2ZVmHb8kFMKZW1TmnW-1ShR5_V49yd11MFvrhW7pMWGB3QbTs1f8K_Jbs04 )
Featued image for: Mooncake Brings Databricks Rich Transactional Processing (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3pwW1tHV-k2RkGBSN17sh4jrc4z8W7jxMfl2bnbl2W4PtgYj7yzjBdW2MVM727MRfKmW6jtDg16ZQ7QzW8Jnx0l5HT25QVzLnJ297sCq_W3-g8DB2rJHnxW4dxjkv6Ps9cyN6qYQ67NmZt6VpLHz25qhRLrN4K7Mchpp8ygW2Q7R6l2YwYKgW1fqXh82ZZNn8W47cyWg9kK15-W8MGkCn6FQxFXW2pR0_65sfW8mW5h5vMd6PkbxxW5bpNnB7PkGQvW1gh7dr22SdqpW2CTnkn8_7G4BW1HKDsv7XK4rpN76pPPjNtFvMW8gS57z28mk-nW8kNNnH3_bL7yN7L0bW4ggmhXW7MDYRh3FDq_6f5Yt_9g04 )
Mooncake Brings Databricks Rich Transactional Processing (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3pwW1tHV-k2RkGBSN17sh4jrc4z8W7jxMfl2bnbl2W4PtgYj7yzjBdW2MVM727MRfKmW6jtDg16ZQ7QzW8Jnx0l5HT25QVzLnJ297sCq_W3-g8DB2rJHnxW4dxjkv6Ps9cyN6qYQ67NmZt6VpLHz25qhRLrN4K7Mchpp8ygW2Q7R6l2YwYKgW1fqXh82ZZNn8W47cyWg9kK15-W8MGkCn6FQxFXW2pR0_65sfW8mW5h5vMd6PkbxxW5bpNnB7PkGQvW1gh7dr22SdqpW2CTnkn8_7G4BW1HKDsv7XK4rpN76pPPjNtFvMW8gS57z28mk-nW8kNNnH3_bL7yN7L0bW4ggmhXW7MDYRh3FDq_6f5Yt_9g04 )
Featued image for: What Adobe’s New AI Assistant Can Teach Frontend Developers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3m0N289cG9V7Nr2VMDKQs3J0-RsW83F-n28nxBlCW2LFK-78BvD4qW3rMkmH3_2jwLW1ZChhh9bZ0WGW13btRf8gL0GjN372vGdtnw_JW49nrsW36ZDlKW2L_R3l3GGK43W27qT_z2mx4cKW7sT_LR5pzhcMW6dLw0J7s8YzmN1hTZRDwS88mW2-BRWh52bFhQW2Ky4jf26W02QW8DC76h6HSj3GVV53Fd7f9sbSN5XsWgk8xQrDW3th5y49f12PfW2DmBSD7c8YPkW5VRyHw3DM1QtW8Z4vTx5VptvtW27bnT08JbpdTW5Y_6vY5WLms7W1yK6gV5lW1b5W4hD2XN2dqNvkV4grd524X1q6f2PjDyz04 )
What Adobe's New AI Assistant Can Teach Frontend Developers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83prCCW8wLKSR6lZ3m0N289cG9V7Nr2VMDKQs3J0-RsW83F-n28nxBlCW2LFK-78BvD4qW3rMkmH3_2jwLW1ZChhh9bZ0WGW13btRf8gL0GjN372vGdtnw_JW49nrsW36ZDlKW2L_R3l3GGK43W27qT_z2mx4cKW7sT_LR5pzhcMW6dLw0J7s8YzmN1hTZRDwS88mW2-BRWh52bFhQW2Ky4jf26W02QW8DC76h6HSj3GVV53Fd7f9sbSN5XsWgk8xQrDW3th5y49f12PfW2DmBSD7c8YPkW5VRyHw3DM1QtW8Z4vTx5VptvtW27bnT08JbpdTW5Y_6vY5WLms7W1yK6gV5lW1b5W4hD2XN2dqNvkV4grd524X1q6f2PjDyz04 )
Featued image for: Welcome to AI’s Messy Middle: Where 36x Gains Require Distinguished Engineers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWLn5m_5PW50kH_H6lZ3pxW227cP57CJ6VPW4N38Js8PCSTZW2tsBmJ5R_1h9W5HB2FM7Fh9bHW4Nb53F8q5nztW7__X7r6mPK2YW9hjYdn2mC30XW591f-86r1LP4VlTsgQ5WZfJcVLDCQn6s2YLPW4YPK1243qlbBW28TWJY36qzHbW2D3c911G6Zr9W71c_F35k5r9hW99w8t730YwZ7W2WHJKZ1dvThSVBzD7p634GcNN8J3VH4PZQ_jW38fWfH7GSGhXW30tdsd3g0nzZW36_Frz3n6_3GN6_Vq91fv7fQW3rcsck61fhrQW6nCB1z6zV6-HW6Mq-M97Py96QVJ7Mc_3JZfkWW2FrFlR1WxGrKN39mB-PwG3pwN7Z48gRjhN-jW7h9Z6J1Pc-wxW21_1Qz1TcVshVrs3kG24TbPRf1P2J1K04 )
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December 4, 2025
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<h1 style="font-size:24px; line-height:1.1">React State Chaos: Why You Should Stop Blaming Your JavaScript Framework</h1>
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<p style="margin-bottom: 1em; ">Developers often rush to new state management solutions when their fundamental problem is architectural chaos and a failure to apply React’s core principle of unidirectional data flow, contends full stack developer Alexander T. Williams. He argues switching frameworks is not the answer. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83hCZYW8wLKSR6lZ3nFVYkLRr6lWPNcVK9Qy87dRMdLW97wCYh5czt40W7NzFBS5v14KKW4RN4563GQ6yxW3zV4-71b3-MhW2hgS7B89rDZmW3TG7lB6QqnSBW1bfLPK7XL8x0W4M-q0p1yWqgZW4J18h71hc6tXW8xHTHh30CcVYN2KCW2PJKF_hW2ldn2b20MTc6VgKL6x4pBT1tN4DFWv4WKs0pW7zVcQy6YhbMCW5FgPTD93QNh1VWWzwG7b4NRHW3mRMDb7GMfWPW1XrRgh5g74pHW80hjcd16LknwW99FDH458l3vqVCcTHG6ysPhSW3ktQ3Q1X8WtnV93mrP8Vw5H1Mt0sqR-1DpJW6M_bpS7MwlCYf6QHHpY04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8ZQxNOz9" target="_blank">Read on to find out what Alexander recommends instead</a>.</p>
<p style="margin-bottom: 1em; ">In other technology news published on TNS today:</p>
<ul>
<li style="margin-bottom:15px">Adobe engineer Navya Agarwal contends that building equitable products is not just altruistic but profitable because it expands market reach and builds user trust. Navya explains <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83hCZYW8wLKSR6lZ3lrW4Z5Nxv6HmZDsW48jqHb4pRX1dW2XjlPQ3W-ZyHW8hmQnw2qChsfVVYKS358dxPSW6lZzyB89MDGCW2DY4wG6dRMpJN1VB7PwhYM8mW3bgQs04SKF3bW654pSy2MXwnyN4tv88mHyH0vW4xZvfl8B8zrbVGG4Gf7vDbncVqSL5P5mrc3WN6GWg6gPf1prW1_ZBBv5k2-X-W37fsXw1kPyYzW9g7GjF87jp1vVcGpgb9m0M1_W1JfCYh5tBFbpVXBLYC3Gy2fmN8YVzd9pgTWhW8Vp80j5dBpD0W3b3-cj318PNYW4YLXlP68Mln2W5YJzqv7_Dk3JW4t6XPQ4kkh0YW13bjtV8MvcyPf38Vwzs04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6W9UgxAz" target="_blank">how Adobe Express’ beta AI Assistant, which will be integrated into ChatGPT, simplifies accessibility for developers</a>.</li>
<li style="margin-bottom:15px">Databricks recently acquired Mooncake, which was designed by ex-SingleStore engineers. The technology will help integrate rich transactional processing (OLTP) and fast columnar analysis (OLAP) into Databrick’s emerging Lakebase platform, reports TNS Senior Editor Joab Jackson. He looks at<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWN83hCZYW8wLKSR6lZ3mCW2Nt3g870wrdWW6J44J349STv6W7-Nlbt46mK8vVs0tCD4kD97YW3nvNr24DVtLrW4ZqL4K8Rc202W5jwDXr3dwHqLW5rh8Y_4rk5YqW4-JglF1Yyf2SW7LBbft50NnP0W5rSh_X7GdGRGW2_qRnP56l62JW1BVG-P3zlzPpW6cmbyY4_SlN2W309tG61bv_XBW59q4bp5w9C82W27JSfD9gzFljW6YcYbM6PRJV3V_0Psm7JCTd_W7HkcM41pMHq6N6rvh9n6Dv6GW7V8LHX1j3fv4N43k4km-txBzW5gCr1p6RDD6RN6RBBd8vXMD-W1qr-Qs8rMgX6W8MNlTS20Ym-dW3SHrzn44K8Wqf4RFvRC04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="38bbm82k" target="_blank"> why Mooncake’s composable hybrid approach matters</a>.</li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3p_W3Pgtwg8wSNVqW2FzJFM1LsRLxW8M2K9B47g8m_W6Mz_zj4gDvZxW3yhl0Q3hnK8XW8l2pBT3HQDmhW74Fzq_8G1BY0W67NpMh8y2gQkW9hFBKK7l0CZNW124QKV4CJ_cTW2H81bj6dNQwjW29RsT57b-7bfW6R69R15YjwW7W6JV1Zj5z67CMW7N82bY7mTQmFW56DPrD7drFZ3W1g5X9g1K9lSFW8Y31XV3p-Z-9W3jgk9k7DdM5XW7p8fBK7km-rgW1HhGVt5v7HXsW3NjLrt4X21CxW9g62qF598QJtW8h5XKm6blg0-W7-VhJK5g-qRYVg9GT41sYK-2dp0jjj04" 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">KubeCon Survey: How Platform Teams Are Adopting AI and IDPs</h1>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3kRVGF0Ys3cjG0YN8LvbjX2M2fqW19jCYJ7nGzXGN7f81pmjkqMxN4g0L6D5xQGFW3T4mMr4D3WHkW5yV4d23cKvmbW4vBYcl6hn-8hW85LxNB44fJGrW7PsPl27fkngHW85b81y1vJq45W3mTlTj5pqCt_VKn0qF1Klpm-W78G4Gs7yYbGnW4N_5658Tx4dXTsZKK4WSZqLW4rd1PY6Qn-3TW1cTdVD4y7CqDVXCfX32-hg4CVN_7cz4nNwZvW5rwSZq4wbSj4W55v2p88yWS8RW8Jj0Fd3YqckQVt-pHn10mXDqW3McpgB2lSrmyW60-qrr5yt1Jrf3yYfbW04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="OjhMDo/b" target="_blank">John Crowley</a>
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<div class="excerpt" style="margin-bottom:15px">
A look into where platform teams sit in the organization, who they serve and what they are prioritizing next. </div>
<div class="copy" style="margin-bottom:15px">
Platform engineering continues to be central to the success of software organizations. During KubeCon in November, we surveyed 219 platform engineers on what’s top of mind. The survey responses give a glimpse into where platform teams sit in the organization, who they serve and what they are prioritizing next.
Platform’s Primary Customer Is Still Developers
What Steve Ballmer said 25... </div>
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<h1 style="font-size:24px; line-height:1.1">Migrate from F5 to HAProxy</h1>
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<p data-pm-slice="1 1 []" style="margin-bottom: 1em; ">Seeking F5 alternatives? Join our office hours and Q&A session on HAProxy One — the world’s fastest app delivery and security platform. We’ll cover how a seamless transition can save you up to 90% while offering greater control over security and UX.</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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</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3myW81D_ny8hVryfVbv7fG1Km6c9W4N721P4WTTynW5XnDT79g24d_W5t8Lxh8G8sLnW36YmBQ4xkHyKW3Ld7b79cnsNCW3Hg9v68zr_gvW55L0zM3QyZcLW3RJ8bB9hBf-dW2kc_cz5N1cmXW4sNxcx4jl9WHW2VsZBR51Y-jHVY4z-09db9KyN9gTZvJfcmmMW8VdxCQ9fssrmW1sR2q42mKpJ6VQQkQr2hPVJzVrkgHL7Tj2KGW4BSQ137wcC9cW1kc09m4S94C1TXx368LVdGQVC31Gm6dNbWzW7Ql0rW7DXc3Cf7Nfkrv04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="tnQX6L+O">
Hardware </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3pKW4M71MW1n_jb4W93yQmL19Mk8DN7tWYS3ZlvqZW3Tl5VL2VyLgRW5JGs1z47xlLjVMzVxH8zRwTNW89JcTD8PvwL4VP5RsD27y2fXW26Mm381N46RLW98lbt76CXXHpW1mvQSk7WRc4YW6Hp8sZ42hS17W5zgLfm7K31LVW2cyNP75ST3dSW7SDqRb5skGbvW2WJGFv19g__LW7npRC58XNQHsW6WXmzf8GnQB_W1n0G0C86mmv4W6Tk7vT41fqcvW4JGSq864k5hzW2M3TRX5v4z0CW5f7lyD5KcPspW81msrq5RVBSxW6K51Ly8lvK05W92TM7x3gsjSSVd68b24gzW4KN1lP42WW2WpnW2vntC446vtbpW1p2cgP7B3P4rf3XhCrg04" 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="Ct7XinGX">
With Graviton5, AWS Promises a 25% Performance Boost </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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3p1W3s3D_S64SDlSW1V46sf1H90RpW536sF-1n9Dj3W1hv7695TVF2rVkttnP8wCCLtW2FtN4q51Bcs_W4LvRF-2mK2tJW8M6H_f20LJ1VW85gtvX3M35-WV19ys27sGQW1W19nZtF6t10GmVVjCDJ9jQ74gW1b66FJ93_m_cVr9hht6pjGL-W61s5PX7ZY-frVH3bXr8nMRLpMMp4Y8rNtb2W1sJ17t3v5YgzW23XcYY4jpxqWW56HY-Y43YqptVsWCSh3RHD1TW2nTk9c1P9J8_W98qh5c4S6_0ZW9lJ1nv5XStkMW51l4Wd4-BM0XW697jxD8HnvKjf8QpZtK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3nLW8kz2Qj1PHvn-W1YH5_-1sk2PSN2c7c4cMH-ZDW4SGvXx7H_QZYW48nlZZ4QrMZkW3rh8QY5pmMkjF2pY-XmtMFMW6288DM7pgSL2W7KzmdC55kKb6W8NZsh-1gBLCNW7N7_vn2qtF26W45bml18sPJnNN7t6vdF1qF8tW6VBLVL58bX37W5s-7MN6qMkmZW2zmByd3Vc2RgW5tMT_05RYh-YW6rr8K63xWg-LW2vNfVT5c1hcKW5t26qR5ShTP_W413WPK1wCYdRW5sBSBC12VBJFW7Lcrxk1K6KjQN29M_RmqkL7-N2n_sHgR1BYxW98wcp01rmPzPW60d0Ly4z31YWW54RfWl36hWdVW8Ljv4W7NvWxSW4-rVPw3Dgjzkf256CTR04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="X4wOHQtD">
<img src="https://cdn.thenewstack.io/media/2025/12/c9b7f69f-pablo-merchan-montes-1kan9yrcqdc-unsplashb-1024x576.jpg" alt="Featued image for: Stop Blaming React for Your State Management Hangover" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3kLW10pR4C3q54sKW6XF6vB4-Cb2xW1NNcJy4ZdL5FM_W9-fpsBkqW5dc9881jB30sW4GyWbv73yxmvW2NX9Ly481sGfW37lStk7PkVXHW5bdyJc6zrT0lW70SWbq5LC0W9W5-p7wf6C5t10VHxJDm4vqVNGV1M-pT52h2K7W69tCnl20gDWpW3960Qq6NDHjSW2CsWln2K-2BvN4BYvrQbk_JkW2m3wdc6x9gVcVtKKzl4rfDwQW36cVvf2HPR5vVBsXZX2sWVwpW2SD-q37glH7VW8Hxvx64N2qPMW2M8qR_9fbCRsW6jPjXm4BGkmDW6R9qwD4T7cNLf35S1ZY04" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3nqW3f-98y4J_HTmW8fXgX66KLw4lW5Q814f38HXYrVn_jKw4cxtVJVH14095BmBk0W66vbdv5K_F8ZW5pTMs88151GPW4RBDM11n4jldW66WtkQ913PwfW4f6ZT68qS4knW986STl1lbdvgW212ywj7z4gkPN80V1ftXtyp9W2G0WSP1B0ztpW6zVHhB13W3fYW3HtwDC4RLCgjW6h4C2l2Qr9QRW1mp5g12cD4BFW35RgYs2xzccFW5vnck-8gtgTwW6_Lx8v6NhxCvW6JyCcL3pm_Q2N7GGkRX1LNNqW72Mfgg3Jl7jwW5_SjXx7XHcWsW6S-7_Z1-Ktv7VQm66Q6zrMk6W477YWc80j-w_VP67mc4kCv64W3tHlWG5vJdB1f4LCPSP04" 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="EXBta3+0">
Stop Blaming React for Your State Management Hangover </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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3kLV1h7kd2Y_sLjW99NNmF5-sm0qW83hkD34_68ZVN7YTZpcc9FGXW2_V5B9212JGXW7y0B_K1DJg5WW1qTCM_6PcV9JW7C9yM-3h9MgzW4W3Gkm4FTP20V4RsFP92TDGKW69hWyL5CyhLbN2_kkNQzgwFfVp9mbN76wv4tW1b_b-X7kmF5qW6R77LP4Y05m6W49q4Lp380xfqW4zslcV66DVCbW3vY13k4dDlltW29fmJn6K75D2W6Fym_j3ht8RSW68zMgV6VfzW9W43nmbY1j4p4bW3nLSJW8CYMQmW56FDJ47-RdXTW4gt4TF4Mgd0MW2xm9_F50W6Jjf2tmD9z04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="L9HrdM+G">Alexander T. Williams</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3pFW6x_Bsx36ZD9qN674WkGP6GNSN8HFF8gKqLWDW1-kh9Q6rk-wSN11QlCRDQv1rN6_03Q8FMGtQW4G0YQT2Nx1BzW5X1D8S1DHwVYW4_51lH4g5pWvVBZGlk5SHYmTTK3dh56CDmXW4-PFWT2fK-6-W1pHB_32J5SkzW6sBYnG8FQ-G9W4Mfb1774H6hxW7-lBfW8dHdzzW6Dmhzg2yP0GmW1qTVTn9hzg7VW3vJZyg84G3f3W7Z94tn2zSRJRW57Q4qw2MkvwxW2Pjy-65Xf2R-W8YpMnV9lB-3RVttlQz7hwHktW58Lk9v8ZvT48W1_wCns6gFjD4W6nBj9x4t9FP0VmSw_l8qqr0lN3TnmDMH6S_yW6tb35Y68TKt3f2lg08C04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="U6466ghx">
<img src="https://cdn.thenewstack.io/media/2025/12/2a4cacb6-kubevirt-architecture-spectrocloud-1024x576.jpg" alt="Featued image for: KubeVirt’s Architecture: CRDs, Controllers and Daemons" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3mgW1WV5Ws1FXJmkW8sZyhR5Z4_Z3W7vSFzl3M6yfCW8w_d6937sMjZW7zzH-n6kprMDVslzF08MfPp9W1_bWdM2GlkpPW4dfkH_6Vq2DyW24XR0p2DL4QpW1rjzBf14lvsVN7mhhDk4-tjxW2k6XFm8qKY-vVDLXX61ybXpcW7WDwKn5jBmDyW3qjYQZ7fJVrTW5B4Wck8h4QLGW8Zx1Hz3cTCzXW4QZ_WJ7hhXl5W8xqnKj2my2XjN8JG9bYC35fyW7PM-q070SJw8W2fVhBW7w-3hbW8jMz2-1kRg78VXDKqR32MrgDf6wrtmF04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="oG0D6vQ8">
Kubernetes </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3mDW6n2NHY3pj8LzW48M5cc2F9CwmW8v8WWt175r0_W8KCLCb2c-_KRVygJJ854nCJTW1ZqzX72lw9-HW6Q03d8177F0lW6m0J5P362brwW2txXzB5q1cq1W4H380_8FgP8_W3J56Zy3l8K-KW50Fy8v8Qh3f7W3xVqDR8-JDHsW16nVJV4N9h8hW5v2JW294mRmsN1FjqNX3fv4fW8vGHnR16ncFSW6jz-fh1XjcG3W6bMvFF6-33gjW81RFsn3qQmn3W22fVfg324lSdW2BmsZ93rQ5NkN6dMBMvVbjMHW8txhGv6cJNw4VbND0d903-zKN7QCjfgm3pGDW4-n3cM7c4Q2-W5zKwGy8whPPGW8ZcRmw1J3Ws7W6rr58k2G_CR0f3tKJFC04" 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="7To2hNhn">
KubeVirt’s Architecture: CRDs, Controllers and Daemons </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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3nkW5FHG5k7xz5y4W1fGfp-5LpzRfW23MBPj1cqTkcW7kpf3j8N4-QCW7NnbbQ2W13qhW3CBSRV5vn5m0W3qcVFh2yWjnqW8ZXXkk3Ft4LxW4TTtj64HWL0lW4yPDgq83NMshW50XsGq35zVQKW9dh15D5Q9Yd-W5YhTcg76qhRdW3p4Jz91MsmB2W3q-5lF2Pg-p4W25n9_H8-YJlqVKFY-M52W-8mW2pb2P31B5XfRW7wmz-Q5wdTP8W6F62rs7wrGkcW5ZxkRN5djfvHN385YXyqvg3bW4YxsjW8BXRYmW1yDzQg77XmxPf3MGHgn04" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3nFW6V-n7S2qDnWYW3lN4dg6gjFprW4p0mCk7FDH1XV6h_Xw3YSVkRW8km2D03VP637W2PLmTS5Cw4k2W5PJt-r2Y7QPKW7jkfDN1LfQFYVvj5S47479BfW1ZpDyY8_HfkQW44bRd_1v4SVNN3n7jGV7Y8mWW7PcMGh4_rtWRW4Pwb6483P2sxW4m_qsR6grYhSW28Q1pS2Z0kPpW7YjTmc2YWv5qW8nh4Mh80wvtvW1-mtH03gd321W2bPxzR7PvJj_MR5b1M6YRZlN3MFQjfGmJDFW4lf2ty6Rsv96W7ndBg_4w3kH8VmMtZW4Gd4bWW4VtRwx92_FCLW1y4GNg812XjwW4Xl75H7w27sqW3kHy7x1sZ8MNW6y_fpQ6jzK-lf3yV32j04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ZZUlVBC5">
<img src="https://cdn.thenewstack.io/media/2025/12/0121e7fe-boat-1024x573.jpg" alt="Featued image for: Your CI/CD Pipeline Is Not Ready To Ship AI Agents" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3ndW9bF7T92y-z-3W40y0Wk8Z7kFvW2GlnKC8gjWcZW5WmV0T4c4jJsW57HVBL10h5SFW1Rg-C67V8wZGW3XPmqQ8fRkLrVKXvRF8__T0MW7_CllC8mxGdrW5zC48D6l6mf9W1tflw35kTBYSVD72LY1_dGjJW1H3-sZ46hCm1W82NdPY2lS6trW4bZlJF721VyBW3bBfxG1YXntsW13lVWz8XQJkbW8MghQ38GCDQWW6FMKXh7wSM5mW2ZYLl-77f_dwW2BP0Zm3w44C4W441Rb-7jYY-tW5hXXyS2qzwWhW3tKMZF5ZcPyrf82-Cpl04" 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="lrEPcYOC">
Software Testing </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3pcV2cqWn18KT3lW7L9cRW874_d7W7Jcds07wd524W3kcb1s32n9rtN5GMkFMQbzw3N4QXt3sM1P-5W79yqYl3rRwZgN5RQY9P7XWcNT6HHH5rfhc4W71b3X_3S0GSfW66NRWT6zmYMRW6CWy0-28h2gZW6Cf-zg4RMN8RW6K_8X68Bh1P3W360JyL6PPQ-_W6QRPrw2V8s71W30pCrF7Fg12dN421ghnHlkM9W8Z3GrV3sL6xBW8yr6Yj2vRLTDW25Mkc_2nb2jRW7tmdNS5Jx_PhVHX_Bn64CBg4VCc9gb928_NqW89qn8M8Jz02rW9fGLQh5Y2JClW7bM09_7qT6lzN7XqxM6LnZzzW82PKNV8Vx2--W31XQVj2r2cbTf3528WC04" 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="DUkg3FDn">
Your CI/CD Pipeline Is Not Ready To Ship AI Agents </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3pTV1d_sd3ZMg3xW8SbvSS8n-JsvN4t8tfctnFHhW7xf8_K6RDcP2W809XFb2F9jC5N8JPm-MlY995VzvLV_2L_4K6W7QTKxs96r9CgW6P4CdW8vVMdQN7_q3PWPjhnNW5dsvCW76f4yPW2-l5WK7pl67DW7NdfXQ4G02f_W1cy-TP9cMNkqW145TLb2zCSMLW5bgCJs548sH-V_BGbn3gtPl6W5lnxlB4WC_GCW1BJsk25GqxlvW2g3svX5NdvZWVdbW8k58VCSCW1NnBqR32BftQW28XLpw7cQGlvW44sld76G8C1xW33BjJf8qn6m-W4pQcdH1tP0JDf8QdBml04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="o9L0BuRn">Arjun Iyer</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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3lwW5_QbqD9fPXVZW1NTTN881VwxvW63gqn64Bg973W47ztY25DDM6jW24T6Cb4Wdd1QV7Nmbv63TngCW8v2LqZ2mDfBVW4hsV4w1f8NSkVDQLnF607kXYW1c4B7P1C8wMnW6QWzh5362bfvW8YN8FB1bXCmYN3nGPgRF5nYbW5F1gRk7q7RtCW37yydc6RCpYMW10YKzF8qXlqhF4mPnW6CcJ4VwWvHb6HsWzWW4Qm81K38SH6YW61Zxph2-nNpWW4-_m3Y68SRgjN1pr7d_Xt27_N2VQNCJ2KmxFW1p6zJz7FDcWSW2vt0Kv7n4lGCW75z5l15qMs39W2sRXG74Fxj1cW7_vd-76PR7k8W5J-_Ws7-2VK7W39nLHR5Z3f6hf8-j8mz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="KRnjPH7s">
<img src="https://cdn.thenewstack.io/media/2025/12/0041afda-annie-hatuanh-idwwqjugcxm-unsplash-1024x768.jpg" alt="Featued image for: Mooncake Brings Databricks Rich Transactional Processing" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3pMW68BFdq4krpPMLt9wMCCJSbW5Msjbv14DczSW7LdlK22bgnC9W2YxfzK3z271fW5CTc8S6_53f-W14Sr0j73ZrsrVCfsG58kBrzXW51z-dV2NksS9W8mpHYg2km-F2W1SqG-C8F3vb4W6G2nN784XK7QW1N67xX89VfWjW1wj7m_5FL5t2W140HJ0243L_QW2HNt4p1z-fcsW26jdzD9dTXl4N5mHPztd7zrcW6hcCC_5ydg4xW8D12vM7h5fbMN3l-pYyR-lvyVF1xnb1GXfdQW5y-gYR75YNTSW3l6H5n5pHnj9dqfMwq04" 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="InKsAjan">
Data </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3m0W7xfHFq23qm2sN8MCY71NLBmfW28VFP03_Fbs0W2wfSW82RpQgyN7Qh5zbkXvlMW6T6y2c5XH1ZZMkHpZ1mXNxNN7PGN2jhh6kcW10-2KH4tTC0WW9dS0sw2ljr_cW5Wt3Fp5_-gpwW5-GgHL8BKJxXN1BDy7lTDClgVZW8bX66jZfbW8XqXz07tYD4qVVtY1b3FNVD5N4rMPm84lS5_W14q47f1kZHCWN1P9_kS1Hd62VZB3YZ6ScFG3W4L-PVH1JLj4fW8fkk2947WrM9W3qMj9K8LvzJcV_ldVq1S7BcxW1bHVh08frcW7W1zbQ136Ph3whW3MQx6f63Qm3SW4KtlXX8vPnFmN2PYW7FfKF4VW4pDYL736ncQ9f4TJp9g04" 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="FzpmcbrG">
Mooncake Brings Databricks Rich Transactional Processing </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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3l4W7DlpSl69mbYYW6swwtt3725Z6N44nS3L4VBmyW2_W2HK9l75K7W78PyGr58bljfN3nbBfnb9Wv4N3xQ628p1P_RW5Xj9sP60y4LWW1pXdx71lsjsPW6NxM4Q1sn8ppVR-07d6YKkRHW91kgWq8Q_SPnW2w_zn44RyMgMVCzTbq4HYtH1W3kpJw_6sBBnxW4qZpLX8Y9P5zVK0FBs4pFkWzW9jpX8M1qFqF0W1zk3_r6N4vKwW4kHbJd3kwN6gW24tqtX7NRcJJMSwtwFvlDPYW1PtprC4KHZG7W86k3tm1t-drcf4KyrLY04" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3mVW6S4Rw17q-RsnW99rtWh462wXfW2-SFwv91dWgTVKy2Sp45hqkyN6nnqsY9pYkjW1CPX5k420DMfW5X5DZl7R73PxW1lJf1z8zTQ9dW2Bqvb81JGT8ZW5V9qly9b025WW7-30rd3hhH16VTJ0tp1J_kTfVvvFtj8ZrHBbW3GBJJF145j_nW5P3ynr4RBy_2W577x011_Sj0fW7tNn968lv23NW6-bm2d983gn-W246wD21_TM2PVr7Z4l3vhP9VV4fQ8C4HsDfyW1YGJgJ7zyjb4W3vy4fL5wlQ6kW60zgpJ3T_1nZW2F2Jk25CjwY7W15chc-3985FbW3xV8m17pbXmjW7QWsF538g680N6_PWxY967QPW35J3Hv6LkNZvf8bbbXY04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="/nbbiC15">
<img src="https://cdn.thenewstack.io/media/2025/12/6a77fc71-accessibility_and-ai-1024x576.jpg" alt="Featued image for: What Adobe’s New AI Assistant Can Teach Frontend Developers" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3pyW19tq4Z5ffJSXW8NSlv98dNRq6V_qP4S2FqQCTW1Br1Pc3ztLWcW5xWld-10QJQdW6wB1ks1c1PfYW2rJQpq2Pj1WKN3C7pHbG8mrSW7KBkBX5-tyDDW334jZd8t0GdyW2yfqSQ6Zxb1qW9cDC9x1jSrZhW92Trqj16W-pCW9kSWGL302CBgW79z7-D1bFC0tW2-V5j47s66cTW2qxkYG8wFc3GW3qbByY2LsSJqVhdmZj2KnlYgW6PM0Gw80gB5FW11q4S76T6tf7N1WRXgZvNMDBW4cyHgW8PQs_6VKVVZ_363WzcN5YD6jCmzjmVW6D3g082XNzqgf6v-TyP04" 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="t9hRGDzR">
Frontend Development </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3mvW6WGQFC2376C4W3Rftc55K4SGPW2jQN438qXkTdVZHWL723Ws0lW8tRqg73kQx19N6YxK9s-6pXKVyNJgf5fq2H7N4sf5ytXqlqTW36pHMs4McDmgW7vYPZT71TMfnVJRb398BgPtGW1b0YXd7cxhzYF86F3Y-WZXWW1Q0BwR241NQnW34lG-L18DH26W6szCsp3yjq_dN5lPcnhXG-W6W5KTdtr28NfF-W2LgvNJ8pp6VtMRCxr27hXPFW14NTyN2XbZKYVpm2vm2t2lcnW44ZzWT8TG0CjW3PMptr5KLVhmW6VKhpD1VqD2XW7WL4CJ7TrxHnW8dV2dL97CR9PW5Rd-9b73M-VPN1PLlfG3n7jXW129kpc8Q9l5hf1nhJS604" 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="x+4gk+Mu">
What Adobe's New AI Assistant Can Teach Frontend Developers </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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3lFW8XSbpH3w50yvTfRq08zgZXTW4z3nhV7MBj2WN18J9C36l_nCW9dm2x57D6HRDW4Y2Llj5twl1bW8xSjh95YjJf2W7LSYMc1m-sgxW5qnZZV5L4RMKW4B67XF1xJJpNW7nNcHw8lwddRW6QXldg5vtBLrW530Jvx3bhdJ0W3RnsYH1syW7jVqXCsF1rzqznW33zj8C2R5s-_W5KHcZP4ZtNFfW2F4Hvh5X_yhPN5MF9Pj3XRXBW5pxglt62KP_BW1ryFMJ28gZYTW8c158M2xrTJkN7nmQkfcvKHKW83pqhJ7pfFNjW9b3pLV6CFzNxW27CR8k605NMxf84C4F404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="ssHdq9Wg">Loraine Lawson</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWLn5nR3bW50kH_H6lZ3lCW91pvph27-NJ4W6PLmWM16XfmKW6YpXRn1cCs4qN1wsVgCR4Jv8W1TCTyV5YPq9-W7-0dL42LqTDXN51gYVLDscDCV8Rh1p6jX2rbW8XWL0g35LVK_W2z7Nh-1JycFwW4KJrDF3yG2H6VHrfJx74D0_7Vr8_Ln8CJ3WDVV07ZK9dsY_7W17ZVL43mYB1pVJ_Rkx347SVcW5Jd9xH91BS0cW7mt7mc6m58gtW7pJLH17NCyxBVGfT1_28wBFRW2L6Hg25kN99CW5V9DnW8y-ZpfW3MQ0R26Rb5R6W6R1HcP3q3bpkW29PKCB5V3BvYW5-Mr8s3ZGjXwW69nHS61wfx9yF6s0Tlz-0QvW5JG1nh1YjDHJW60v2sT8d3rshW2Fxm-96-Lp-MW8hM3jd2_pL5nf4Kww9K04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="TLmOIVpC">
<img src="https://cdn.thenewstack.io/media/2025/12/14cc344c-img_5498-1-1024x657.png" alt="Featued image for: Welcome to AI’s Messy Middle: Where 36x Gains Require Distinguished Engineers" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3lqN3CvvN56j3fTW8NrbVC926sWgW5JDW2R5m-qflW75sHtb5nq2XkW7t89Zv1HRmMCW4VwLBh1ZjCKdW9cNdsT6_sDHpW4ym2Ck65MKd5W5rLF-C8V60G0W2KW92L9b6gvZW1-t7g-29_wBHW1hQdmg8tNYPJW34gRMw1JFTx8W3j6Zdw23Z4t5VKYjG96nSldyW26HqWp4dkn4dW2HcKv75Sy0wcW2Rgr8X8dsM2wW7F88Z81LM7KNW56qVkx6Jd-_5W2j_Zjh3G-zZbW8ZkH976jpRNQW8-w-V64LVGb7W3JjwhT68j6m6f5bzFG604" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWLn5nR3bW50kH_H6lZ3msW8JSh6j5NRRgvW2Hd-T-5Y2ytPW2HYRsh4jcMFPW7HH1fM8s5WrDW1K_0Y22jVL36W3tLpVm4MhCrbN5HG2gvSktH3W4J8hqB1_kjk_W924p-k2z5ZmzW4l1j9S704vWPW8KwNtw1ZyhWZW4V7-SJ2g6c1fW1QD5fq8vKS9WN7yDH1SmLP5gW50VLvC71_N_YW7PKSmd1Zrr2DW5ZJgMH9gqq49W8GM_g07rF5NJW42HwN07XkGZJW17cv2j93NNHxW2kf217600JPBW3My1jS8WxL75W9hGPl4755-wPW5j28HZ8ZG0nwW753VGf3S1_QGW3b6kSM6VJFpWW85M95v5fDB0rW5y12ZG5ycLxLW3nmxGX6-sJ8TN2dcXtnGRQb1W17RJFJ4_dHqKW7xM0S663WxTqf2zFkMx04" 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="TOMx/yjP">
Welcome to AI's Messy Middle: Where 36x Gains Require Distinguished Engineers </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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3lmW9dX40R1596rvW1xMfP-2whwxqN3WqxjjNXlYJW7Qt8nr82nwBCN4fzR5MjTHtLW7GKf127Cx9sNVsCXfk3Y1jkcW2dJG4G6LsTl2VPXWTr1C9j-FW4m_sPp6Grw4rW58XFwN6RQRLrN6yZLkJpScqSN6PbfW6tNnRHV1lND84q2JgMW3JwQN08zJNTHW8gpJ188-drbZW1jwdsY4SYt1BW1C1Txn4hV5f-W5df46F73mbwRW3QCryD4dV9xYN3mdVrb6fF8LW7SlCzr8npW2MW8xDng15QXRJbW1VhT7b7lXJr2f5MKgMM04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6zjureK6">Alex Williams</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3lFW7xh5S23kZ7K2W3v7s5D2hYxS3W6q4y8s7XmHWRVxSpFb2zd7SZW7Rf4cx7LZC5XW2HsRdC562VGgN5Qcw4jj0gxmW6mKSwy4y79wzW5xc1vh6R0pwTVt--pW5K47BxW6cDJFb65wwRPW3r0c4874N3RkW6dsBsL18b5V7VR6zDM1sZNdnN5q3KFfc4QKpW3SjSGc1kyprLW3pqcfy4YBSZkW5WGSlG3LPwV3W35XDC768vcQLMFZMlGHS4VRW7p2rj14g4NwNW4CvNdn7P1-W8W2HRdy_6vzS4VN9gYg96-sQ_GW4WLMkm14wvQkW28Dn6M4BSqv0W9dBM5z52zh_8W8Lv-166JLKRhW99D5Zz38_jvSMwshtN8sp1lf72JR7z04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="vSeMBUNh">
<img src="https://cdn.thenewstack.io/media/2025/12/1eb8f38d-rust-1024x576.jpg" alt="Featued image for: Combining Rust and Python for High-Performance AI 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3mpVNJcGM1Tq_79N16jgNDm_xmpW8PHJ8t78LsXXW91PCMQ1VM-5JW1cSvDf4X59GZVhRFnz3F_0tsW8HYd5N4kLQhQW7KDVvy8Gb74GW8YmZ7s109b1WW7j426v5vQFRfW5g-qyk4t8m1wW1K3bqL3H-KSzW27hlPP5mnVfCW1fXyp56YpJ-2W7L63m56gD-h4N180lmS2c7W2W7z_f9r60lhY-W1GxwTK99C9rQW4fTdVx95CPZwW1XDcx72g9M0pW8Q_LMp3G6jkkN2x1cfnc6kMKN6XHbWDcKLrjW51QQPF7CN40bf3dZY3T04" 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWNs3qgz0W95jsWP6lZ3pcW1ylNx-6ZsKm_W1HlF5G60SL1HVCB2Rg7Y5NCRW3c70vJ59t_j-W4_KyR18MS_nFW375w8K6Py0x5W2TyBSv8sdHPrW8MqFTS5jsSC9N6qSNqR7XvgdVqxg9W6fmxJTW3mpS827mzKG5W38SbVM48blSkW5W0KCY3B89J9W5Qx4VQ79-KQxW5r8d_d1bZQfVW8N0hr33yttmJW3wYnJ37mlF8CW3Ss1Hk3jhRL-M884Qn-b-vMW8Fsvhk98_cmqW9cX2942sGNqlW4vygYk8nPdv-W4K997C7skNPzW6h0mjx4zrYMPW6C8cLb2L26byW8BhV2H24y0lNW23L_-784VqLQF2CXnYR6WqfVYSG-04qSR3WW2QylHh2qpMhFf906hKW04" 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="7aeRE+Cc">
Combining Rust and Python for High-Performance AI 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3qgz0W7Y8-PT6lZ3nJW2MMLNL7VHkbbW6vp5pJ38CFB9W4D_ZcQ7xQ-l4W5t00j46FqD7tW138vBP4b32SJN3yXMc86P5VnW1Vzm517fSJ8kW4_2wxn7wBGxxW7n5gS-4Wh5_CN6hJWgdNP_p_W32Z7LT52x_MZW5x5Z-c8LPGhdW783Wmk5ppQz5VSr8cR2KJGs4W72GNML8M0bXGW83GT6V8wwNgwW4CXHRF5JjkjHW4N6FJ75yppGzN3B1yqhnH93YN4sZpRHcHFcQW8C2bZQ7vM-3cW7zvxcK3tyxr4W6BsZkl3__gW3W3w12XX4QzggSW3k-RL2925F5WVp29637pJLWsd1XVxn04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="s/BCl3Yv">Zziwa Raymond Ian</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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWLH5nR3bW5BWr2F6lZ3n_W4mGCt75mTHBpW7X2XWK13zFc1VrkVnV6x3NdHW6mZRtN2VhZy8W4yL6-w14F9BnW3qzKtg4LSgvFW4Jppq16Jz0x2W6HJ6vH3TCZr6N38yl46b2py7W3d4PgT5lrh8wW5klX9960Gmm5W6P-wNj5MCHRVW4HPWKr8-hQ_qN47_9BQTjCzQW6jy9YQ4q7hMLW5xN57b8VjrWPW4nKg8n12R8SKW8-61v_25zf93N74xTQ-krHlrVvymGQ58GZ_MN5bNcQ7GbvZVVQvgv86j-d62N70bbY4NbPD0VCNyVk7mBNBYW35M0Kx5gjl9FW58QJKD7BD8lTW9bpm6744gxSDVN5LbV8gvQsdW6NMJDq4fl6qbW88pnjn33tyqmW7tbsm52kR90zW2DG9lC4dHbJwW4gSd8X4mryhhW1b5cVM2J6H9tf3yYTj804" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="oDXKIWHo">
<img src="https://cdn.thenewstack.io/media/2025/12/fb90841c-17d47d58-211f-4d37-a330-415fb51fd773-1024x575.jpg" alt="Featued image for: AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D." 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/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMz3qgz0W7lCdLW6lZ3mVW5Fqt1z7dwPckW6bHKc46b3D-JW8kqSWk4vvR3RW3t2kP283fvmyW4KQ5lS1LNf-_W4G9q4V2nxZVWVqqHSr6tfhNdW1Mtq9P8LD6fFW4BxBTb22bgyMW8S8h5X87ZXkkW4w_DtQ9gL7PDW19HgSF1PB7sTW10tN_L1JHQJ2W3gzcJC4h4Sl3W4QkXG08nxXmVW1H1XDy32MyysN3994Bp-v_B6W77J7Mr3BBhc_N3cNyc2lmll4W1fhchy3v0CzMW6lGncf6gXy97W1tHT_67Y5Fq5W4FYK106JZQ06W5q66-m8pP0T5f3r_9C-04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="qJ+t59NC">
AI </a>
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AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D. </a>
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AI Agents </a>
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How To Build AI Agents 3 Ways With Google ADK </a>
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<h1 style="font-size:24px; line-height:1.1">Don't Miss Next Week's Webinar: How Highly Regulated Industries Operate Successfully at the Edge</h1>
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From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2022/04/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<p style="margin-bottom: 1em; ">GE and Spectro Cloud will join TNS to explore how GE HealthCare leverages cloud native and edge technologies to improve care for 1 billion patients while ensuring agility, consistency, and compliance.</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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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Inside Uber’s Multicloud AI Reality: The Gap Between Data and Compute </div>
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The ride-sharing company is wrestling with how to create a cohesive infrastructure, said an Uber engineer at KubeCon + CloudNativeCon North America. </div>
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Watch: Amazon CTO Werner Vogels’ Predictions for 2026 </div>
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Vogels is releasing the predictions before the event and in this year’s conversation, he hinted that while he’s not retiring, this may be his last re:Invent keynote. </div>
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Watch Here
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3hCZYW7Y8-PT6lZ3kMW8y91RH6sSKNTW1gG6_L7tNL3lW73WPfD5sLlC-W7Y-fmm2xvtW2VjYBr05W5CwlW8l1Q7t6rG1JQVS574J5Q_k8yW5x_Qy51jXlBSW4HnyJN7cm0cNW8fC7bZ9f0ydXVNxd0s490Ft0W5QCBbq33dJFNVg1LY819gGPhN5XWTj9dq6HrW49JjtX3Q2xZkW5V3TBf1rMVfhW4fYWch4s42-RN7pt1TDRbPqHW93JW642stgTRN4dMQt6JLGk7W4nyHN52DXWt_TTVfh9dZyQjW8M9hCb6v3f6kW2nt9-D9713WBW5JJVbK7Wwz1fW5gfGPT5lv_87f7yrQ2W04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="LmslEL+M">
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Look: Why Agentic AI Needs a Context-Based Approach </div>
<div class="cta-copy" style="font-size:14px">
The key to unlocking AI's true potential lies in context engineering, moving beyond vague prompts to build reliable, enterprise-aware agents. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3hCZYW7Y8-PT6lZ3l4W5pX5G-4PKMstVJh3gD5LhCX6W8BrLwQ8jXGGxW7Yzwhw1DHM6FW7MGbVY5kjrR1W1nmMst1b3GD6W84WSZh5H_bQtW80Y3vV630NzNW7X8Yzb9hWrwQW3ZKF9q1TDzXnW3qh2R_1N83H3W1jbY8w7Ph9sqW4Z31-l6JmwRbW45tZMM5Cg8LjW8KP1JT5_dpg-W3F3xGm95F_V9W3pWxYy6322H8W3JZjyW2rTCZcW57BcWW8Kprg_W7FV0Q31gDlMlW4r6JRQ59WQTWW6BmCCM2zkjJRW8d4wLW7BpPPwW6TDp5s5Qcby4M4tDvXQhVhkW3M8bZf8jjLgVf4jcKvH04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="3V/BdjGA">
Take a Look
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3hCZYW7Y8-PT6lZ3lGW3Ghb0p4L8_HPW8q6LmZ2_K0PjW1zC_fn67zRL3W5ywNDF7-SZ_TW6vtRC36r0j_NM3zMjzcSYTkW6LvqVD65zRRvW2HQbml2BFDlMW9l6bpJ78BQcTW3JhHfg5Ck9JGW4TCqLc4d7f8YW4ZNpR28rn-JZW39D5J81dyz0NV_Pf0R7HvnptW3jlND23dd8kHW2wwMNP6rxBPTVZM7jj563BgmN5F9fcWhHWCGW6cbCqD8WS-N9VzBKBG3v-FwcVW2w381jC0TgW4wJ8802fs3xgN5MyjCVSkTZLW98gmrJ8hBGRKW7s0MJd3vPBtVW6m_Tpv89YxCsf7Lmtcl04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="M0lCADNT">
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Must-Read: 4 Ways AI Agents Redefine Incident Command </div>
<div class="cta-copy" style="font-size:14px">
Using AI agents, the incident commander isn’t a micromanager but more of a strategist, offloading context gathering and synthesis to focus on high-stakes decisions. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWcM_Y4J1c-rW5t6QKK7hwtbvW3LfLlX5GHbRZN4KxWMT3hCZYW7Y8-PT6lZ3pMW42Ztmb7tsF8YW7NrRBC7Dk-_vW3ZzDj_85B032W7vFRTR51py79W29r93M2DJPvVW75Sfx_1GqGh4W4ZYDqM8qrXTKW8xTn-J4Nkqh7W48ds3y58xLxgW1X8vGf5P5YJKW6sJzSs1cTBt1W7LFMMQ74y8_ZW8CJf4H5hRm6tW70G44K8dVk6SV1hVnH8HhBTfW5Qy-0w1rdmQbW2yPVN86gyhFbW1z5Nh44T7kWCW8Kytf28qrbh_N1gm-Q59yt2QW38W8Rx1jP9FQW8t-0QS346H8pW6R_n9l7pWKwvW98gQx-5sWYfWW1y3Y-M1sCNy2W8gj9dL99h1ctf1F33xH04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="1HlhZY4z">
Full Article Here
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