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TNS Daily | December 5
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From: tns@...
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Date: Fri, 05 Dec 2025 23:06:31 GMT
Subject: TNS Daily | December 5
To: [email protected]
Date: Fri, 05 Dec 2025 23:06:31 GMT
Subject: TNS Daily | December 5
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AWS Graviton5 Chips Boost Performance by 25%
December 5, 2025
AWS Graviton5 Chips Boost Performance by 25%
AWS unveiled its new Graviton5 Arm-based chips at re:Invent this week, reports TNS Senior Editor for AI, Frederic Lardinois. The new chips feature 192 cores, delivering up to 25% higher performance than the previous generation, demonstrating the company’s sustained commitment to custom silicon. Read Frederic’s full story to find out what AWS announced (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3gP0xW7Y8-PT6lZ3myW1S8ZCj5Dx7QcW79qf_d98TCnDW7mLDnD5dQXsqW6xk-Cs3_6RQ0W3zYKd58hkPN2W1dZ--H33_jX8W1YWHV_3M-YBQW2J19x67rRBh-W53ydk05l3L79W4-Qs3380qwvWW2TMQNq7RqYlbW14kyWN6xkjN0W70mBPS478rK5W3ZKVLy2jSbJGW4MFS6m7pmCNdN5gMPFdfJ-XMW4BwpS18HSZB6VQxDHt8bHH4PW595kgd87KdmpW78MsqK8TQxjhW2PbHGC1c_hs1W8nQj2T5Rhq96V203HZ8Tq0xhW8DHyrK6H0HY-W459k507g3F_2W3x-vPV5wtN8qf4SQH2R04 ) .
In other technology challenges we’re exploring today:
- AI agents are becoming internal “operating systems” that orchestrate data and workflows, which fundamentally changing the way enterprises function, writes Angie Jones, who is the vice president of Engineering, AI Tools & Enablement at Block. The company engineers built an AI agent framework called “goose,” which uses the Model Context Protocol (MCP) to synthesize data across 60% of the workforce. In today’s contributed piece, Angie explains how goose does this (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3gP0xW7Y8-PT6lZ3lRVC1X8n2sFY0qW6pv2-W14pyWrW5qbjs36tmVB6W2Ncc8c734TFkW3b2Y9B2H42byW2YWNSC41vGnqW6Q-rmz7SP4hXW5jkzY44y3PJ0W4FJ46k3ZDyJFN7Z_f1HXw5R9N8RpbJ8vf-8QW2wjcPS1FglrlVsF85Z2vS7DVW1zv02320RKL4W3WJwJ_9h3dsvW6sjC632ShB5KW7RSMcr29x6Q-W8FBWpm8pqsgjW2VJDpB19twvFW8GDmW03VyS6BW4vN3Zy5W6RGZW3vzPWg6GFbTqW7ZWNBx7FQ6jwW8FkQv-87lKMXVL7tXR6fqcZ1W4XGqtr13wThlf3dSgM004 ) .
- While AI is revolutionized application development by enabling tools like Cursor to write code rapidly, DevOps infrastructure operations remain manual. That’s creating a growing gap in the software delivery pipeline, according to Zafar Abbas, the CTO of DuploCloud. In this sponsored post, Zafar looks at the challenges and opportunities of using AI to automate infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3gP0xW7Y8-PT6lZ3pnW7zxLJ33LkhmYW7ZQy5059qp42W8Hgwqs1tBNTWW6BmNbN1xJtTkVXYlrw2MzQRzN3Rj5qR61lT7W6xr9nT4pbhmZW1bjybB2-lDT1W61J_qC8pkYl_W6cV9WK8CQfmgW5-Jy153jtbXFW3y3m-c7tWcsVW2kfGt925FPglW2WNKNn6rSs48W3x_0TG69YXTZN8cp3n8vcPSsW76k2k_12wqb2W7gMwVX734v9NVt35zD1G6bGkW1mL-7s24vxr7W8txJnJ1hvyjPN2mDKKtGP9RgN8MS1zhP5KzkW4s2yCd2vFlS3N1pS2J2Q_fTlW5jlX3F2-hpQBf3wx07q04 ) .
TOP OF THE STACK
AI Can Deliver Deployment-Aware Risk Analysis for Kubernetes
Featued image for: AI Can Deliver Deployment-Aware Risk Analysis for Kubernetes (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3prCCW95jsWP6lZ3mZW56YF8n6Qbcr0W2Kpzz32gGh4SW69GznN3DVBkdN7PNq5rWk3ZCW59yH_n5llTf9W7rHVR08lqLpCW4hJ8zp4BqKCRVsBW9n4k0kT6W9lWL1m5X7nFtW6W7mX21nS-zTW7GpsSv6HQgpCW3djgwn391MqrN9kygCPKWdrZW8Js24F3FpdCpN7hjkHxQt6PqW5t0cWp2RCz6RW9jdmgR4KrJMZW8kQ9ct21Z1RRW5nYmP43DhvX4W6QQt0_1l6p5mVNYKjN136crLW7z6GPm2fmr93W6H6pq-5GSX6KW4btz2k69NMLfW9dlJn88JR5npW66XHX35jV1kxW62j75J3XgdTNN8ks2SV_h675M8WtPdF89GvW56ZZqL4yMS20f5d6QDg04 )
Learn how Red Hat and IBM are using an AI agent to add real deployment context to Kubernetes security, moving beyond static scores to find true risks.
For Kubernetes platform engineers or DevSecOps leads, the experience is all too familiar: You open your security dashboard and are greeted by a list of 10,000 deployments, all flagged with critical vulnerabilities, configuration issues and suspicious activities. The sheer volume of alerts creates a paradox: When everything is a priority, nothing is.
Traditional risk scoring solutions evaluate the...
READ MORE
When the Cloud Falls, What Actually Recovers?
Recent AWS, Azure, and Cloudflare outages proved the ugly truth: backup protects data, not uptime. Teams need to know what truly recovers, how long it actually takes, and where hidden failures will make it painfully clear that the RTO was never real.
SEE WHY BACKUPS FAIL
WHAT ELSE IS NEW?
Featued image for: How etcd Solved Its Knowledge Drain With Deterministic Testing (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3prCCW95jsWP6lZ3p_W2tvZpq7wxHqqN3Y_bvQz2X_zN4FSMQ26Qt7CW86j1Ww3Y_wPZW2RK4PR3kr8H3W4bNQlc7QY9yKW88MgR04L34sDW4bHF0_99n5ZyW2n3Rd73ZCRQ2V1-9Dx6kvgGtW9dmHX13PnjgJN8KpT-X_Ym7gW7fYfMM8skZPZW95fDJX8M3CTvN5TRdpkdghNxW7QqFNx7thdrjN7tHTyxWTswJW5550wB4bqcTjVnlmc67j08QfW4tVYXF2Ft6MlW8-yXHH3P9rGsW5DCGZd1Nx9jmN5-NFWV-czDgW6wyFfg5NCYDRVVcB6V65vzdfN2WPq-nS1SSFW8jQ_Pz6vp3xdW3WKQ7M7S_j2NW4238Lf1sZwbzW91D72n2hm2JLf5k1vTx04 )
How etcd Solved Its Knowledge Drain With Deterministic Testing (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3prCCW95jsWP6lZ3p_W2tvZpq7wxHqqN3Y_bvQz2X_zN4FSMQ26Qt7CW86j1Ww3Y_wPZW2RK4PR3kr8H3W4bNQlc7QY9yKW88MgR04L34sDW4bHF0_99n5ZyW2n3Rd73ZCRQ2V1-9Dx6kvgGtW9dmHX13PnjgJN8KpT-X_Ym7gW7fYfMM8skZPZW95fDJX8M3CTvN5TRdpkdghNxW7QqFNx7thdrjN7tHTyxWTswJW5550wB4bqcTjVnlmc67j08QfW4tVYXF2Ft6MlW8-yXHH3P9rGsW5DCGZd1Nx9jmN5-NFWV-czDgW6wyFfg5NCYDRVVcB6V65vzdfN2WPq-nS1SSFW8jQ_Pz6vp3xdW3WKQ7M7S_j2NW4238Lf1sZwbzW91D72n2hm2JLf5k1vTx04 )
Featued image for: The Platform PM: Building an Ecosystem, Not Just a Product (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3lhW3LZ0Tj21rxsdW1P38V29dxQltW6YDCJb9kMM72W55YjYM5qS7_HW1MMwbh92t7gFW3xlPYz1Xt8QmW7f61Hf50vpy3W5-8kp02VnMl7N4vt_7MJV-1NW8Q_NsM2D40sJN7qYBsGzSyb8W7yjrPn1XpgmvW405Hf21lqy9GW1H7n5q7670YLN64hvKNhS4kSW8GqMd12T043WVRzVWY7Bgx3PW7wmv7s36snXpW3qTMxQ20GpX8W68SBKq7RdxgQW2xFtd458RY3lW6NXkPJ8rTnBrW7PZMj41bLPSQW2cwSmn9jp9HhW58FLT14kPSNSVS9VyQ8Bv6RGW15Sk7F2sNCvqW3Dd01b2qVmYzf3T212004 )
The Platform PM: Building an Ecosystem, Not Just a Product (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3lhW3LZ0Tj21rxsdW1P38V29dxQltW6YDCJb9kMM72W55YjYM5qS7_HW1MMwbh92t7gFW3xlPYz1Xt8QmW7f61Hf50vpy3W5-8kp02VnMl7N4vt_7MJV-1NW8Q_NsM2D40sJN7qYBsGzSyb8W7yjrPn1XpgmvW405Hf21lqy9GW1H7n5q7670YLN64hvKNhS4kSW8GqMd12T043WVRzVWY7Bgx3PW7wmv7s36snXpW3qTMxQ20GpX8W68SBKq7RdxgQW2xFtd458RY3lW6NXkPJ8rTnBrW7PZMj41bLPSQW2cwSmn9jp9HhW58FLT14kPSNSVS9VyQ8Bv6RGW15Sk7F2sNCvqW3Dd01b2qVmYzf3T212004 )
Featued image for: JetBrains CEO on How Developers Become Leaders (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3n5W4SfMNq3Q3bX4W4pM3r43YFFxZW1ThjkT1KcmPVW1PvGjm8wyWJ6W4Z_7L03FyQ1kW27f96S3bxpySN1ByjnDTMrt4W6x9j877pRbFSW66Mr6C1067GvW18Rw6J8VhT8zW4SfSTn5q4nL7VjTnnk1Sx8t7N6ZNM2pZphnCW15d2K172nq7PW5NyzJ83yx2vPN4pxWDC2pXB2N5RSHgzS6N5TW84yhCQ99_jxnVwTk2p5lVR8sN295zwkxQdSsN5260RJzcjGmW2jNk1N42NzT8W5bVmJk6mk-8ZN3wJ357w8mY5W5_Wbpk5-sh3XW4dNYmw7Y6d9SW389D_V1pBPHxW5KjX_-3CJBzdf63Vcfz04 )
Featued image for: AI Agents Are Morphing Into the ‘Enterprise Operating System’ (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3prCCW95jsWP6lZ3l0W1VvFHg8NSZ4VN8lv-5r1D158W8gbk7V3PhK0vW5bjrsS6yc0fgLcbZJjsJL6W4Kqp2p7SKrXnW3Zr1LR75GgCDVf-RCV1fW1YdW76VRjk1xL-X3W3kNcmM57Z7TRVCGbnX3TzkV4N6_blR_Rd9hLVWTljp5_CthTW95Hxf76wnd-rW6yd9-T6x0pxDW22X2mr32K_PxW6W_Jf04BT7N7W1BbkNP48Vc8VW7sfDC537RkbvW93SkTm3XGY68W3hm71d1-nf1YW1HVNZ04kwLsnN87bwc-wgfnDW907RNr7DTpQjN4ntDs-LY2SnW2kZ3FY7VphG7W34ZvVs40MyQZW58x85L5XHNsYW3jsBkS9gV8K7N6Ck6-3DXS3Pf5xzhHx04 )
AI Agents Are Morphing Into the ‘Enterprise Operating System’ (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3prCCW95jsWP6lZ3l0W1VvFHg8NSZ4VN8lv-5r1D158W8gbk7V3PhK0vW5bjrsS6yc0fgLcbZJjsJL6W4Kqp2p7SKrXnW3Zr1LR75GgCDVf-RCV1fW1YdW76VRjk1xL-X3W3kNcmM57Z7TRVCGbnX3TzkV4N6_blR_Rd9hLVWTljp5_CthTW95Hxf76wnd-rW6yd9-T6x0pxDW22X2mr32K_PxW6W_Jf04BT7N7W1BbkNP48Vc8VW7sfDC537RkbvW93SkTm3XGY68W3hm71d1-nf1YW1HVNZ04kwLsnN87bwc-wgfnDW907RNr7DTpQjN4ntDs-LY2SnW2kZ3FY7VphG7W34ZvVs40MyQZW58x85L5XHNsYW3jsBkS9gV8K7N6Ck6-3DXS3Pf5xzhHx04 )
Featued image for: DevOps Is Still Waiting for Its Cursor Moment (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3k_W9lbWp94T78G4V674QZ86JpNxN6RKVFWvz_vWW88tWNb840sNbW89chHQ2YZ_4qW4nlSXf5Qr6d3W1DYjdx1RKZ0JN8XH_pMMk5T-W9dzR761S8k90V8lTTr7HJ0GXW925wLZ8-phKbW4K4bm47m06R-W1H_lMM176PrpW7K8JV46662VMW379NvJ7xh3lPW6Cxksz7GNCvWW9dqdGw3nwTHXN4QJQGrkgMXgW8mdz8_3Yh_pxW6v5PG85D8sKrW7_rDsT5ZNfwjW88X-Tf5_nFTzN36MXxsC4Zt5W2lkV4g2DD45mW608-_D4ZNGp-W50tN4q8b8mffW62m98v7Cm-JJW6d003w69SBjxf5L93dH04 )
Featued image for: With Graviton5, AWS Promises a 25% Performance Boost (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3mkW6hMgm08vRsWDW7NFCJF3zZvDBW6R3mRR7YSlqKN7KqN65nDbC6W5zZvsC2j1LxQN1T8hqyHCbGBW5jZTsT6cqmWZW1s9Q933vF8cXN4RQ68_L0FCqW64Jf261xwsV_W8bbyj37WHSh8N5T_KDPgFQbkVbCGNG4b04QxW5tdT1S2ywTtCW5tml_y5HQCmKW1Wbhc41MPfQKW6rdtwF51M2RmW5b5wbn1yNpwcN65BF1GYM2jqW85T7VJ8RsYBNW2PgPGr4FbwySW5zxt355wqZxlV-VMLq3gRk7fW5g5s7x2gS4g4W22PtB57Vct6YW6gR5Ps5mPlDFN3SMBbtXYP2dMqSN_rWky-5f7mnZj404 )
With Graviton5, AWS Promises a 25% Performance Boost (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3mkW6hMgm08vRsWDW7NFCJF3zZvDBW6R3mRR7YSlqKN7KqN65nDbC6W5zZvsC2j1LxQN1T8hqyHCbGBW5jZTsT6cqmWZW1s9Q933vF8cXN4RQ68_L0FCqW64Jf261xwsV_W8bbyj37WHSh8N5T_KDPgFQbkVbCGNG4b04QxW5tdT1S2ywTtCW5tml_y5HQCmKW1Wbhc41MPfQKW6rdtwF51M2RmW5b5wbn1yNpwcN65BF1GYM2jqW85T7VJ8RsYBNW2PgPGr4FbwySW5zxt355wqZxlV-VMLq3gRk7fW5g5s7x2gS4g4W22PtB57Vct6YW6gR5Ps5mPlDFN3SMBbtXYP2dMqSN_rWky-5f7mnZj404 )
Featued image for: KubeCon Survey: How Platform Teams Are Adopting AI and IDPs (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3q5W91bvQW9jfrB4W246JlC1Bmnj8W3Zvxlr5n_4DNVb0Dfr2c82BXW97B9Qh2L6FyXN1JNNzz_L2x-VzPSRN8mXmTtN154k9GPxqsgW4QbQDV2VhVbdW5-gnk28-vNv0W6h4yZL27LthvW7RF-9J890rdBW1xYdwk4462PsW21vRMQ2kpVztW5dN-mP42XLDcW52JMbR77RC_VW8xW62G4918TSW6lpxNY4hbkfmW7wqFGF5g6clmW33LftM6yLMCMW8YCV952Q5RwLW54RYP34wZCGdW8vycvf8J8CLBMF-67WWbLRRW5Y1g5211XSbgW1-x7zz5wcn8dW6Cgzg95_X6wWW3Q6_fv6zmJhXf4TmBwb04 )
KubeCon Survey: How Platform Teams Are Adopting AI and IDPs (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83prCCW8wLKSR6lZ3q5W91bvQW9jfrB4W246JlC1Bmnj8W3Zvxlr5n_4DNVb0Dfr2c82BXW97B9Qh2L6FyXN1JNNzz_L2x-VzPSRN8mXmTtN154k9GPxqsgW4QbQDV2VhVbdW5-gnk28-vNv0W6h4yZL27LthvW7RF-9J890rdBW1xYdwk4462PsW21vRMQ2kpVztW5dN-mP42XLDcW52JMbR77RC_VW8xW62G4918TSW6lpxNY4hbkfmW7wqFGF5g6clmW33LftM6yLMCMW8YCV952Q5RwLW54RYP34wZCGdW8vycvf8J8CLBMF-67WWbLRRW5Y1g5211XSbgW1-x7zz5wcn8dW6Cgzg95_X6wWW3Q6_fv6zmJhXf4TmBwb04 )
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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;">AWS Graviton5 Chips Boost Performance by 25%</div>
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December 5, 2025
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<h1 style="font-size:24px; line-height:1.1">AWS Graviton5 Chips Boost Performance by 25%</h1>
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<p style="margin-bottom: 1em; ">AWS unveiled its new Graviton5 Arm-based chips at re:Invent this week, reports TNS Senior Editor for AI, Frederic Lardinois. The new chips feature 192 cores, delivering up to 25% higher performance than the previous generation, demonstrating the company’s sustained commitment to custom silicon. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3hCZYW7Y8-PT6lZ3kzW7_WNKN3_sfrsW4kt6wd6ykWSgW30Sccp5YRLx5N7vXNtpT_lChW5Dhc337QJ7HPW6hQPMz8DjGyXW7zww3r5s7_cKN4g1gXPsQ1p2N95130QQvxm2N785Sd42S9glW47qtbt27Zr_rW1dyKvT11T0w1W8DdzHq6c6PByW61xslX6zd6GXW7_Q7-f6lymDGVzKVzv5rlNW2W5YRKRV7qySwsN579WRj_m3sZW8YvDsT1SbP0YW8NkgqM7-Gnd2VwRsYm8dKfvKN6HlFY_9H7TgW2m1LZb7QscSjW21pwfM9j1WrzN1HfnjC-ZrDCW1p_XdV5j7hyHf73cBPW04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="HBxm7MEO" target="_blank">Read Frederic’s full story to find out what AWS announced</a>.</p>
<p style="margin-bottom: 1em; ">In other technology challenges we’re exploring today:</p>
<ul>
<li style="margin-bottom:15px">AI agents are becoming internal “operating systems” that orchestrate data and workflows, which fundamentally changing the way enterprises function, writes Angie Jones, who is the vice president of Engineering, AI Tools & Enablement at Block. The company engineers built an AI agent framework called “goose,” which uses the Model Context Protocol (MCP) to synthesize data across 60% of the workforce. In today’s contributed piece, <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83hCZYW8wLKSR6lZ3lRW5Tjn8W2YtJtzVCvJx78y9TrDVjnfXM79yF-0W58bcpy4JWb0QW9hDPZ41RqDp8VZs574155RgqW2JWrxT93h60FW5VYFSD5bmZcjW8r5SdP60FT3HN12JT7R5t4pmW9f9hkp4L_r6XW1NgQsg60mbSFW6TptT_4r03TFW20KVGT1Vg4bWVGfx918wZ6H0W47ZZn75xBFBFW5FNwCb3bs9ZdW2Crvcg67Y9H6W23lSn16CG3H5W4KNtz_4jTBL7W1yYmgD5cMJ0bN7PCnv3CZWtQW3k5q7z18hyQVW3HyhfR22HNtfW2cp2xJ2yRXjwW6v8vR47Mpp1WW5stZBt5M1ffbN7yDPGLkJgWZf26kWpv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="QU4GihKD" target="_blank">Angie explains how goose does this</a>.</li>
<li style="margin-bottom:15px">While AI is revolutionized application development by enabling tools like Cursor to write code rapidly, DevOps infrastructure operations remain manual. That’s creating a growing gap in the software delivery pipeline, according to Zafar Abbas, the CTO of DuploCloud. In this sponsored post, <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3hCZYW7Y8-PT6lZ3nTW79QJ5C8ZtbSgW4kXTmX7_1zYYN8mSh-XRTdhMW7KhY8K5ztTbCW41LMbc2hNGMhVDfHtn21Sq82W8RZnFz1fgjzHW4XtTq88mc944W4f7MBd3QszDSW6HLbXy5Nkd37W9grCfQ231b_9W50dHVR1HTmrjW3n2rvN90cQpnW27pQGM5B06dnW2rrPbP2jBnnjVHH-SQ1fjS7BW732q971jn6DFW7_2Hyr1CdVKKW8fcT3R6C8gdkW60L2v08mg-ZJW6lSfYR2L1fPGW50xlC79c_4Z-N6qlRDWvljgvW4zHLSX1rJ4qtW7lzrW928QHf6W2W-Ncy6fdrM6dsFH1b04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="zaATmOZJ" target="_blank">Zafar looks at the challenges and opportunities of using AI to automate infrastructure</a>.</li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3mDW1nk03l8XNfGFN1rHg1tRQdDSN2mnLsStyT66W2Rc21J56H_qtW5QdyHj68mlGgW8tCdDw4DKzTNW3-2w-062vpPtW8GbFPQ3T1gd2W8XGbSg8rl4M3W7N402856yvdmW2PTBbx5HXnbNN7JjwrnjZdnmW3CQpn37zwFNYW7VZQ-t2mCWjGW7Wqfy28XpykqW5s4fM06ZWnTnW938v0j3pp0tPW47J8hy7mGNw3W8Jld072TjnPBW9b4slT8hhcC2W4k0PWg5_L1MtW4FsVw01CYqPxN1Xzn38vp9W9W8P4Gts94D11yW1pWP4X5Dcyy0W7H3lFy8D3Q8Jf28vJTM04" 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">AI Can Deliver Deployment-Aware Risk Analysis for Kubernetes</h1>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3lSW3rkg1q7LljztW7098XG4NlplLW8v0NYk1_Jn2xW1rJQKV4qfLrGW1ScqHX4BrFxYW1Cp5Ly4_KYkhMVTq-HMBY7xW22Jj5588ZjZ_W7NcjMJ8tPLwjW4NG1Jr36NmSgW3jDn3W87M7XXW4tw4f88dGxtQMQXj0n7CGKhW7p-wFT8xnLKPVPMCTW6HssWYW48cBwp6Tgt4xW1Rl8yz6XbHhSW8tPymn5s1K3DN5JCT_jXHr5mW5TNvr04Y_yXDW921QFf1nHPK2W1jJ_6b5Y3zb9W6cvrCQ1T5PwSN2jX1T57mFSHW1T6lfB66tpx_W7vbYjZ2JHNvBf6BqTHW04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="1GRLsveX" target="_blank">Yair Allouche</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3pyW1vLg8P1ZZMlbW5pTzYl1H1l3cW3JS1YX5_cQrJW2N9PzT5DcNK-W1wJ8tN1zPfhTW8MCbZ27ypn9hVPZyl28M0qj5W7v7nTJ36m_99W7_zB4l6xvbb5N7P5JQYNpBZjW5DNMCF2Hf48ZW7RBTLr6GCXW9W6g9Lqb1DP150N955lznjt__4W189cmg3K8zDDW2s8BN-57YVlmW4R9XDj2QgyFcW1pLrY86qPCkXN9h3tXgnL7gYW1_4tRh1vZRsBW1CdY4q16DvvkW6-s95L1s-QcgW41L_zD5lv0B9N988dSlDzVqMW5YlXTf839LHFW5HT4kW3YvPfGW3MB4dN9bDxZnW29GMxj3hVsSGW1WwYYG8ppsVcW63hpsG2Z-nWkf7Xgn_204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="M+UeEgNt">
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Learn how Red Hat and IBM are using an AI agent to add real deployment context to Kubernetes security, moving beyond static scores to find true risks. </div>
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For Kubernetes platform engineers or DevSecOps leads, the experience is all too familiar: You open your security dashboard and are greeted by a list of 10,000 deployments, all flagged with critical vulnerabilities, configuration issues and suspicious activities. The sheer volume of alerts creates a paradox: When everything is a priority, nothing is.
Traditional risk scoring solutions evaluate the... </div>
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<h1 style="font-size:24px; line-height:1.1">When the Cloud Falls, What Actually Recovers?</h1>
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<p style="margin-bottom: 1em; ">Recent AWS, Azure, and Cloudflare outages proved the ugly truth: backup protects data, not uptime. Teams need to know what truly recovers, how long it actually takes, and where hidden failures will make it painfully clear that the RTO was never real.</p>
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SEE WHY BACKUPS FAIL </div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3pvVfJ7Sr2qzP1NW3l8Tf_44K5qMW232SF91sxD7HW7lspHd8GSXcBW5ML6C-6gVnfGW5pPQG71ncwsKW8qzr9V1jqVkWW2Jzl5B1CNd4CW1LX2SL89JbmNW2KQlb16rJDhJW8YjBfC6LV3SSW6WJtkW97lVJPW3kfB7h4L679fW3vwq-h2Z0-kqW6G_Z-k2vp5hfW7cj4-q6mT2BnW9ghPDj8R1qSGVy2Tjq222s_hV7Zc754pK9PlW1Jxsx_3YPljqW5NQ7vV1tjfMgN1DHgzt2ptKkN7S2J3g5RB9mN6YRhbxzVyjCW4XPn6-9jV4wxN9928j6BQ1KHW14XZgW9gYqB0W7ys6xk78nkXwW2D5GRM4YWMXMW3qFT6d4Bzf3jdTvYW804" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="0yj+Ofna">
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Software Testing </a>
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How etcd Solved Its Knowledge Drain With Deterministic Testing </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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3nlW77ftxR6Z_X0BW3-6k5220XW5KW5vB8y23-1S3sW5WtvfQ8thl9MW8kY8RT6XgY9RW1HjNPb3S67FLW3VG8XZ2twkmXW61RVYH64BdSKW8cRjVR6GSDNGW8_vy8H7_PdHQW34KZZR80DjGYW6MgxBZ3MZ78HW7gQ-DR4jsy90W4Cd3tG4t36BDN36DCxKtD32TW8Q64Yn1N6zyBW1RdHCQ7MmlbWW3LZ_vR8nvzQvW2b4x7T63Wk9sN2l8lTTy7q4DW72n4mp6372cfW6YjSHM3wRbN4W87q4cv5jJlkRW2TgqjT3vz3qff2gGzj004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="yp0S4EeD">Heather Joslyn</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3pTW2VZ6rm3rW-MmW92tx6_4_c5bCW4Xdklc1pd3zsW1dTTS_1wykfqW5sQkYs2Y7KzCW40SJBC2lw_XFW3L7yzj68fqsyW6VQs9Y6KlgvYW597jtQ5_bgqdW860BJ35WRGXdW482Bvd8Qlfc2W5vYHQ68-qwg2W3_Xsc95J9NkvW5HhrB44S2hrbW4DH80k2hc6W2W3WlPkL3400sqW5MsdCW8YNzSZW3WFDQx4VqjQxW6bmWgj4jN6syN1crNN72SyT0N7cGG0gbmYhqW8YNRtt3557J1N3gWKCflM5T2W2-njwJ6VBC-dN8fgXs0z574_W8N-M2_15SHQ4W3LWXZc1yBFCkW41SSNz6bWky-W8CmDk-495XwcW54l3Z_2_PNJtf36C6bd04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="uVgr0+sJ">
<img src="https://cdn.thenewstack.io/media/2025/12/33b8508b-christina-wocintechchat-com-fvgecvtjlbq-unsplash-1024x684.jpg" alt="Featued image for: The Platform PM: Building an Ecosystem, Not Just a Product" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3mrW19Bfv75Pc3ZQW9jSvt12TDJX6MRvQCh1HgKbW1LrC3p3G0qPXW6wr-Dp3SQLBZW2_35m41qrsJbW1GlV854FK3T1W4-6Rrl28B19TVGpMt74FdYD8W3qvvBp3NGCXMW2cbpzS2PwP9LW7bT9wm1RS4dTW8dvpw42p8G_RW5sXBwc26xsh5W66Gv4x3r8h8vW94NJZ51nZ7cLW2QgRfg5JSGrFW2F8grP8dcXzHW7845pl3WC6gCN3wmP2r9qVq8W77RVv676TpsNW45-YV66jclFtW3pSCKv8DlSlMN1PG5q3yVzV7W3Y-W3s1hgRQlW30QFrb4xY9mJd-jQ2804" 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="tolLXTci">
Platform Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3p4W8JhMZ_7JH20jW81ZF9g1fPM7dW22j-MW2n2KVTW2CqNYF86z1-fW8_WK_L7pkS0KW8D_gM08LdTgNVDSY-F80BpVZW6qLzc05Zghy7W6Y1qlN8lxG8fW51X9rC5KvwlFW2cs-zK2m1K2XW5zd97b7jsDKpW5xc7TW1yqnKjVc-0Lx2TnYGpW8rwKMn6flGMMW60_qfj16Nk9ZW82MKr25H84yWW17wtFH16Vy80N3MK0pVx8v-xW1Nl1Pb4bRTGDW62bZ3w2WvGdRVQfyJp3l-195W6LWs1j4Cd3nxW8tstK96r-KV5W94y3G877hvzWW25qpbG1Fj2LMW5qGn0q45XWDxW91614X2-kBpVVxpSZj8K3cX_W1ZQqlH95QZM6f2M-_sx04" 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="yqVObFMU">
The Platform PM: Building an Ecosystem, Not Just a Product </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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3m7VrtNMk25xdZ_N56jX-j6Z2BhW2xY--45NzFggW2rr6t74HP2zzW1nWpnw6ygxK-VjK3jd6PND82V2Yqf03SLfcBW1KJ4bK1ZyJX-N3RmGJzL1kRMW5p6HYj4C1Z8TVSHDWD6tjcvhW8fD2jx5MR5M2W5gqhpg7ydXghVVxTpN7FvlNgW7dKFsG6---n0W64QrKs8qmt2BN6QhSlQScWdTW3r39BX71bWzfW4RXY7J8jsWxMW2TzcB81x5d01W3yCzfP5rn433VNwrsC6K-xDhVlzBqQ42nlvSW6lRqbb3jnxnPW3mgB543SZrXWW4bTXqp4Cw6tyf1jpgWj04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="zJaSPrvh">Kateryna Korotieieva</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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83qgz0W8wLKSR6lZ3lNW98hZ9Z7-G-npW702h385S2yDRW37SLYc1D85FMVML0Kf8rKR12VMZqL9560myhW5p7hV52T_rQvW681X_F85HFpDW7NQpXr2mMgLYW1_qqGm8VZPvKW1mx1X31jmpd4W9c9h6F5hrlpmVKnylM3hzFV2W56vq4h5rd7K0W1_7-Xf7MCjBWW3P2f6g54BhtqW1g1yDn8GqMK-W3wGLwX8kJh69N351wwXprLH9W5ksMx08p-zbfW8B7_J28dRNj0W3RM_1p6XcLsyW8mXHl519jZR_W3TJBKG5tl8WgW6wD3Nl6vS3-jW6MNCjk44by4gW4rp30k8mtLg5W3y2047190nPfW66zRMM3Tq2V3f8h1sYd04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="6ebJ8CNW">
<img src="https://cdn.thenewstack.io/media/2025/12/30b69e0a-kirillskryganceojetbrains-1024x574.png" alt="Featued image for: JetBrains CEO on How Developers Become Leaders" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3m5W8lkKk099RDJFN270LhssCzzfW4gKczW7M44y6W7DB5778R1KC2W21v4JQ7nfFJSW8wp91T83slQWW7fW4fy7yMT4WW5cm7w38l_0MmW27hc74648p6vW1jB4qH4wt5lCMJdBKcPsHjBW4ks9br1Nw4SqW5PJVlS60N5fqW8SJqZK3kdnhzW4N3v6d39L3NXW1RXCX82jrSpBW1ctQ3H1Byd6_W6x_LS41KsdZzW6-HK5413DYQ5W8ybzmh3G0nFZVmjGNd8ts1ZTW58cjPL9ghz7rW1tqYfn51JVg2W3DWr5P1s4G3-f6VLZWx04" 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="77AV+6S3">
Tech Careers </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83qgz0W8wLKSR6lZ3mFW6rDKBt1Cv0q_W4BQxP651fQ8TW5Sf83C1XZN-VW4B1RHz95FspRW6b383g5-St4TW7LlMXC3mwmYLW8zxV9r1dYpmGN3NTzf9Ph4HlN4W7K7KBKDdkW7D2pnT5hyfBDMKyq0qkQfM1W6HBW_m2KX9JzW87mLmn4dMRBwW12k3B25Mv6KGW5Rxnhs1KynRXVg6vx52Mh6jnW2gksBF4X7zl3W2d3jm039RqPYW86H2th9lLd1fW91M8V53rCRY6W1XyKQ55Cf_YDW8K1mdD6rk0dDW5-2TVS422L33W2Vl9177bhBBXW6K6xlF6MBlDJN96ZyCl7-3k6W20Nx6h5_bvNLVBFqtD85JbdTf3zM2zH04" 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="0pCYxcVk">
JetBrains CEO on How Developers Become Leaders </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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3nfW3z61Tf40L_GNW7vlzhF5BVL9DW2PxS3Q2cb-0SW81DK0Y3SQRCbW7v94914ZQ7pnF3vRQT_M1bgW9jsR6W8M8B_xW1qSLRb1T7PWVW1rSV7K931NT2W86XDlD7mSV1hW80K0d71QXFMNW1nJjcv8Tvv0LW7f8zfY91cdpGW8xkq1h44Vy4cW3P4H9Z6n35yjW1WwFmy8FqXg9W1BTKkX3JYrFvVlQbvr7b7_RSW4_n-qY5yyDcQVk8gdJ1HJ6TGW3wwMhh8NnDycW7_zSd_8CtcNRW4JRznn9gvVjfW4Fp4C46ZJbdDW1CGfZC6d0Yp8W5GLtCV5n9xprf24HKTn04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3lSW204w8h8bGCqHW5Lvl673rRpy5W647wKk2QKbCxVhswfS2PsB_HW3Nfn3G8ZRlgHW5yDHV88xz16gW8STc3h1BFh71VStnwn88j0M5N8WyfYMRB2-JN1RBwz7gH5pBW4HkkJD7mVzQkW2tPG_P4wXK-2W5xLFJm5L2dDZW6P5PF_3_9mZpW42_l6P9k8Lt6W19gKVk6KPM1BW4vf3yF3YNkvbN6-7KtmDS2cPW6jtbwl6VPhP6VStZ1D44p2ycW4K_w1p7wMwV5W1DCWrV2RG4rFW1SyN-18njYf6W4mdtty85Gld8W3H77ZY2NbvmqW1hbyL72JcVSqW8yDHdr8ZNkrkW4YlGDT6yNq66W3zrY7c6MJXzSW4Cr1Tk4BDpqvf2t1jFR04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="BP8N0TVO">
<img src="https://cdn.thenewstack.io/media/2025/12/6ad23d28-geese-1024x576.jpg" alt="Featued image for: AI Agents Are Morphing Into the ‘Enterprise Operating System’" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3n7W1ZpFV46b8T7wW3wHwbV4B7WwwW9clw0t8ZFCzbW3hZTYK1nwNBZW8_nnWc5DqSCDW48yKS473FdFsW1q14VH7lPWyTVpNhkB2h-f1mW21P5GG1J66w-W6cyxg42f2KYlW44BNWv61G14xW8cfXvQ1ZzPypW7mtf5k9fnqYfN8KSV-FtXXp5W5QmX8q50vKWRN27twbs5XfJJW8Zr5G854vyLzN6Md1VgTXkl3W2ZdWqW8zwwMLW5RXK0h5j19cBW24Xs8V1nbB6vW7p0vHv4VXVJ7N2fmdh7gSy82W2TX4N07P0nsqf8w9PP-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="0" data-hs-link-id-v2="EqwIYxaP">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3ngW39KGWy2j1XZwVm7PDR8cc9TSW18SxHd73MJt6W1VCxzq1gdzhDW8BVNFJ2nXhmdW7z4Qzy2rjR5yN8wnNCZsNHRzW6XMjYk4X7P_pW7SJvGw60XbZSW3G46tF93FR97W7Vxb_-4kn0r9VWMZXQ69pTsbW5VTbhF9gCjdfW32Hrdr4GTGHfW4vz5vB1Q4-35W3c4c_94YzFsgW7qgpF47w0Hy-W86hSj954xBncW6nzmN64DHqGZW5wC0Yc8kBTFxW67TD9C7Jvpv7W7217l86hJQGnW2gyjpJ5G2nX2W8tdD0P9ktG5kW4S1zwh8lXKtJVQlVX326vrx1W3wH5fl5b_BTmW5md1sS1GCcSqVn-ww136CKVnW4tvLRw3CwHTnf8qy67q04" 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="ZXgYyXu0">
AI Agents Are Morphing Into the ‘Enterprise Operating System’ </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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3l6W1_xflH4cmJc8W7zXD5P33qBLfW8bRzhB54J8LQW1WWzRr4m2tVXW1Vyc9f87LQ0fW4JcWFq7YHjMTW4lywnx5-2X5HW3wHJxq7RDQyyW39x4Bm3M9n7QV3s3k02N_3vhW2F8Yft1fQfFgW7YY0Qj5T_nH9W6YgQvZ5qVVSfW1yprRH2nZk1nW4nLKlX4bBmpCW6hB1M68lPbmmW90rtvx2K10LrW8j9blW4sK487W2hTnYP4TJBmNW3FN0wc4gH2RJN2hmdsxpX3XDW7J39Gx6pMfMDW6bc9vM8-9V8MN7lBp6Qc9_XKN38dzTKx5BdMN97wxR0RBRlpf96vhg004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="C6K6kDWU">Angie Jones</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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83qgz0W8wLKSR6lZ3nMW3L9LLS1mdc5QW4-MwTW8vGpNDW73lQJr3rgx-1W1jqx4_7kmF8-W1KTBRt5fFmyxW1G2zTd44WCkpN35pT5svVgypW3FJl_Z7W3B5TW9fzSLn85d0rwW2N-DcQ9313FFW4xMtR84RbJQjVn9j6z9b-0M2W8mvRKK4nPbl8W54pQkt6QcRVCW73FQxc2kLxJmW7NVPjt2YbmHlW6sYwgD3xfRzRW8tFFn63D_PV5W2JH7BF9f23vpW11vBdy2Yhs0jW7MQSHz32LkYwW6t_1hB3HBMvZW1_vwKm26Y9xsW27LfFL2q6HHyW3_-s9G55bpXVW6f5qMl5rmPWsW2rpjvg8Yyl9bW68KylC5WRL_pf4BYjvH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="KCSPLrag">
<img src="https://cdn.thenewstack.io/media/2025/12/f6309488-hourglass-1024x682.jpeg" alt="Featued image for: DevOps Is Still Waiting for Its Cursor Moment" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3lHW47mpJq6-LNzwMK1C6cvf9HqW7D3cG_3SVVNpW1vgB8s12c19gW26gD195DXtVtW4xNbzx4lf6qHW7Ql23B15pr5jW3hp6KW2hz9TbW7RlX6W94MJctW5pQBW87ykR_nW5RKcQH6G2zHXW5Bfl9Z5dMcskW1C09Kk53Nt9dW6Fg4TN8N2ypwW8Sqlgg6RlmTcVQF20Y3SYB8YW5lPB6T8Q-L0jW5lZ-Hc2P9-NKW8_fQn-9dXKhwW1_MDkM8zncgQV-4g93726Xz7N6Rm9W4Hj93CW3ZpMfK36VZB1W49cbqL733kxDf3Sbpx404" 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="nGcGR7AZ">
DevOps </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZ83qgz0W8wLKSR6lZ3pQN1MmR2yy2_sMW2WfGG18TkzDrN7GZdRYyz5wbW3-3QnB285J6fN5w21n-rbJM1W1S1YYw8H9t6dW1WKd8r3cJLyBW8cQrJx1NRJWgW64byDr2KlSYMW51DV4g1QVfzlVz2qt7229HbRW7XPSVD13rGgtW60Y6VS8VHVNsW3JVSZd8z-zlRW3NJfRY7sKTjjW2GV7ZZ8SPHYjW4Cp7_r4n-gC3W2PPvwL4dQJBlW3wjJ4Y6zn-FWW1Ykz2Q8SMxNTN1KHl03nRCMnW4ygnKF4t3_TSW4F8SKl8PN5wCW8gbRmc1jmC2GW7Bt1LH74fS6nMRtt-5_MmH-W10tgT91l_tX8W1rJ8jl5pzcl7f8lG-WM04" 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="3GTe2tlu">
DevOps Is Still Waiting for Its Cursor Moment </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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3nWW6KbcCW9cW9f2W3Shs9v4g0rTHW4-_3G95cgz8vW82S3r849ccfbW68jx-G2ySPfBW7M54Lw3h-pRyW3fH67Z5BqHZnW7QlKzG7BG6wLW1LKVr540SbfxW466WwL6cqSQ9W1PnmgV3HfkrxW7BYzbS41H4vrW5Jy3jh2fy8_hW8Xxfrl2lyL6bW4V55XZ1S3XhHW1fQfpd6b3pBFW1KVrdG3vjS9PW8zDY8Z8TTjKnW72xj-28DhpnrW7lDJ2X4GJK_gN6qjfzSpmn2zW4T3Yt61gBZ6WW5Mh25R2s6_0RW5cnx0t1YggRzN52bq2qx3NdbVZlkgr8jdj6zf8n5yC-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="DqLuatqc">Zafar Abbas</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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3kLW3l4msG3LjycsW9kCQ_b8LpTCmW7D44X42S7Vw4W8Qgz5P8_ncgbW71McPQ63cm76N2ntZd7xcdk7W1GRhxp1GsN3LW1DJ_0k6qdvtcN6g09vmf56HjVZcwQH2x2nRgW68_Sml1XS9BBW9dP_cn4M3FwHN53FcqC37fwDW4HjLN72Gx8Z8W6zY2Rz944yTdW6_MvBR6clfPcW34XLZC4g1KcLW84mQ7w4G9DY2N8jv10RVSCC-W4DZJ6N1NzZ3sW81N1j72qHzqFW6yd2Bw1F8yWkW56t8F49gnp0gW1nWkLR7gQR3cN4lr0FTh8nGKW72Lpd66GKyGCN7rHDFPypBHKW8dXmJW102x--W8py66s3J_B4lN4NmFRsVgRkpf1P5BtK04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="NRMRoX5s">
<img src="https://cdn.thenewstack.io/media/2025/12/98e59e5e-img_2916-1024x768.jpg" alt="Featued image for: With Graviton5, AWS Promises a 25% Performance Boost" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3lxN6pM-2fC7HqjN8MqXJfxyY2vW4z6-nJ5B_Zp9W1wTJ3y8Q6mXkV_Gc_B54xX9nW1tw4n26CwGmMW6hHFF52TyZgKVwcxt32m_8TYW7ZMjDT4RfYJHW79Vpz64v8W5wN7V7PhdV05pSN8Rws6RyvxW7W2jwgNw24FLvRW2lS3mC2WkprjW1n3bvN4Z1KnqW5B02PT4lhXw7W2pDfsn1pL69yVjMPGy1N12nhW4Bch163YsYfKW4rt5z829Myc0W93CnFx4dS6RXW3knnpg3GbKdKW4LR8lJ20XRKCV979W78yXRRVf2l0rW404" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3lTVqv11K70YbBNN4j2Y-v5j6s4W1JdnN_5jxl2TW2dffx84TfkzlW66dLKT5fnt6PW4b3P-45Gbh9qV5MSD47X1V_vN8lNYLQW42PfW7Zx-kz5sP6m3W5vGx2V1VdlbQVdLNxV7Yz3mmW1TsCTf75gxG_W8DrM-D6V_zR4W3TDQRV7ySJjWW3JHHCL31YD2lW2mSJp47m6zG4W9bxnwf7-lLR_W23mmf07Bv2-hW7drKWl5WFbw-W7px9cg714JQKW6fyzS181GHnLW25flVW1RrFFMM76TycQnNMSW3snPnH5MCd-MW70bl7d3cXw3yVLL8BJ67tfmWVTVxXF1vl-08N7nLCC1mFZvzW81L9Ln3rqqnkW3QTrbq70H65xf56vFVz04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3pZW4n1PZY6ygZJdW4qbXvW4kkj1wW5QJSDl6dD6l6W8-fCVW62LZMvW6tLWJc7vP9LxW3Cf6y322TDbQW2r0tPS1cY_9DW70rdm2698g4SW5M4yws7-dJWlW31-pZG2mFg2WW2y_9T24QzBdpN2BSsqzpyZvfW8N1YHT5fnHZNW1xdD0t5dzHzRW1BCPs770FF0nW1zWV6l87_nLrVldBGl149RxgW3XT1TZ8N70FdW6CLymR4Jwf7JW66yRlT2Wfwd3W44HM2G43Zf9TW4KrhfJ4X1mhnN4kJ9whT9fWDN2LTMYqzPx4VW7sKly-4sVVYDW6G76wm2vrH1Zf6ylLgj04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3mHVp9vBc5n8q2HW6_37mG1KG0NSW2Q2sjL5rRgnFW1cJBdH2XNQNFW6mHPQ47NvVpVW2v3Wj81c621pW7JHc8V8hltcBW5rWKn89jZYBmW6Y2nJr6LBNw6W1tb0PP1GbJxsW7SLb5J1FrTtJW79Ff-b8kPG76M9rF6SwwwbyTCC3l3bMfr0W5z0BcS15CHtGV6RDWc8k1Sz6W7VSXgR1Q70-DW79XYbn3jPDy2N5HxyBqR5rp0W1gX0QW98vVcQW3nqBmf8lSTZ_W6MhvLB711dTMW1BqbM77h8FNzW3N0DnM7lCx4yW6mSpcm2yvJrMW27n0f2193PHxW53XnCG9h8xmxW1BK8t04x_V9DV8v7Ph5kXXWCW8Yt9hj66Y3ksf31BCj804" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="zlNMnkNc">
<img src="https://cdn.thenewstack.io/media/2025/12/9fa41426-railway-1024x576.jpg" alt="Featued image for: KubeCon Survey: How Platform Teams Are Adopting AI and IDPs" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3lkW5wGqRl3XC-1sVhVd_73Q_bkGW3rz68b23Rc7WVkLW4h1JbZKzW7X90MS3JwK4CW8SsPHM4Xcb1VW2vLDkV5Z5B9tW2Zh6542bNvxVW1pWSR03R_HZxW6ldT7g8TWs8WW40sJpc2S0K5pM9Gbgp65JdpV2kHk06gYxDZW6wFFl56lKCYRN2cknqdSb1f1W9lYVx85QXBPdVMHpWk710zLdVk4zpm41WFWfV6pFwq1sqDhtV9ZDTt402gtVW87FNkB85TLwRW7XQ8LR3BB31QV7h7nB2YkM2gW1gBz2k5YX8N1f54tt3F04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3p1W1DM0pC81wSDWN8_zrqZxCJYWW2bpTvc5VB_KdW4j7S4V7HNDPrV4Zsmb4699HJW7JG7pg1Z09syW7P3g2D8bcTb_W6X42CF6Ryx3dW7MM-jz33-Q5RW6xf35C7HzvBfW3FD0MF4pnLPhW6KfLFM642SgkW8Tys89227bQNW2gjpPD8XVH3lW6GnnDL95-ZKkW1Vn-mk8qHw9KW452Yf83KmcHlW5DShxQ12-BsSVdcpdg2dFF2VW5Bq4N05Vqcd5VvD3651rxtztN77hkmHBCXzqW3ccTrb8GJG01W1kWJFM1SfGPzW5tm0wr41SmNdVFSTJr1StTm5W42LM1M1nK8fGW6Fs2ft5RscfsW7x2qc56nfKy7W31fg6Y4ZhcCqdvFxyF04" 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="6icPWOLY">
KubeCon Survey: How Platform Teams Are Adopting AI and IDPs </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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3kWW2M4s_45bWy9rW3cQl7X2wNzkhW7DZntV8-GZ-1W5bwc2d14HH6KVZ4l0w8vth7VW99YD-G4fCfq8W1fTMJk5LYbW4W8wyrt966Y8FqN1Z77Bkwc-nQW2NYbbd61zvN9W4Rh1Xv5TG3RCW2LldRb7ZJcDJW2TFfgm1HCg-7W7LZYqv25gd-qW2w9tF76v5M3PW8Bhlp54_4pbqV_DS124lz0_ZVX2G0G3JrqYdW36gLp2903Qr1W7TBbgZ5Y5LNvW5y94K-5yl833W32n17d43JfWLN1ch-7Lpx4vhW1KNRdb4Qsd_NW145wGL96zMxtW1_hCb83cc8Phf3hK7q004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="OjhMDo/b">John Crowley</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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3nnW54F8D96VFTxzW35YZy_6p_CfrVJ6GNz7HvVCkW1DjWkW8RS08JW2CDT-t3Dps3vW2c_BXC8x_Mt1Vk-v8c2P-Y2rW1vXCWY1-lXyNW6g2zsJ1yQZhGW7cJjRm64TpL8W7SW9Xq7VHBCcN1Xbb-jKM2TYW4pLdK15tvZR9W91d9HQ2ctXbTW64LDZR5HtFWWN8K8P3NPkz3HW56f0R01dVVtVW5f9WFg4T0zHmW8r5Y_k5Ld_j5N8M7BQVW1rKHW4-dp4l843BNMW34fqks65SgMvVF1DPz3m2fMxW54bknH4mmb5BN5xJ-r3Q6PRwW8NwM5M8Y5PfYVyyq2n4y2KM9W5Lw-sX20xMFBW4PFB6M8FhljPW810gG95RV7Mqf2jh08M04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3nsW4ZC-BF425mwLVD6Jr36J1vCGVrR8pk1H6T5yW3qb4kp77rgv5W6T4nGk2_l_mvW43vq1_7kMRfmW5pfrVh6TZfhpW2vR9L13XVtm0W6Q6LqX9lVkKpN6c-VZ7pLlxtW1dgqJL7km7YtN6Skxmc49gs-W4VPTB04pGPZwW1_0MnL5mKxh8W61LB_789jr1cV14WD_28VvXRW6ZlqMV8YxH-tW81zbCM2J-vQ0MrS_dFPG5MGW4wKk397XyzD6VN80ZR8f187pW6hr93B4yY8cSW63QRJc3QnbMBVMcjqc117tMzW1cl68b1LNSWZW6x0w2P3Kd4S0f2mmlyF04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3ktW8zN8Bw61hNM-W1MTqVM8XBb-4W1cRG7T4wJdCPW6PSXtt2YF4k_W6n4J6Y7gPvwwVjq59c3s-xrDW8sTjlz28m4NWW41PTRp8H479HW8pPH2X7QF97xW9kwndC2kczYrW9hyJHd4LwTx8W1wTgB132s3dwW4t31fR612BB-W7Jt5t54RrbljW52KWKZ40M4d-W4TYtHd5VLHzmW6kntJR30DX-SW4BBDzh4BRZ4xW8LfCXL5Gt-ddW1C0r4H62dHYFW2Nmq5R6mnnH1W67P5Nk87y1MBW86HV455_QYqfW55rz2W8VD7pCVTwMn-4BlQQmW58dnbZ5fGy3dW8r0vNM7wGBqhW8_BL043j7fPXW4RxT7d1BTH8vN4ZwgLhTGwB2f6V266404" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3p4W5p-HqM2ZV4xPW6xsjps11qWd9N3jjc_VH-54WW1NT0NP3qgVYzW8NdXtk80LzH7W1szYhs4fBlVBW7c332n7W9-nKVNCDw27NhnH_W8TjVsM4qy-7TVfxNDF3gBS1fW50ddH-6223J2W2l-6ct2YC_tcW61dJ7-5sbPskW10L-Wb46g4r0W2SNS0h3KqPZDW8-SGXX41MJQFVXyNZl2FC4LGW81nH_02fhKLYVjVgz47plJkwW6-tZgm4BJCqfN3T1zKg3zgyMVw6CCF6ptvtTW69fyf14W8334W81xyT534XRcnW4VsQWt5-h-CnW8fTNMx20yshQdWkB_z04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3mTV58bRT4Mx9NVW3cC0qF6q4gwpW2NgQG95QP_sNW7NW8v71Cq8SmW5mm48f6p91cvW6r8tP14kmKbzW2_8z6X8TKcxYN6C9thlpfLHXW2JFTRK887Mr6W3QWZFR6zx2HcW1PGbRl4Z8H9tN1qWRFt7_jYYW1rb85Y76rGJzN7Xx9kFc8CfCW1qmsPk6hXGYmW2bwV3t3yJBXWW5cCmRZ5B3cgNW5nX6XF7FXH36W1lH-Ls84CscBN6XGzzJLVp1lW50gf3W7LP96VW84Kq__7khVH5W74pb891qPBJ6W3cp3SK4rwZd_W4tjPtJ7ClWhMW7ScpYV16fjqdW1WpMJ68FDRQ1N10kMLF8ZBT5W42G_s151JC6RW4mQ--x7CjMV2f3GS28004" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3lQW8PTKt44sD_62W5_V4Mt3hXvqLN1HfxljzYzw_W4qWRj86FZ35FN59W8BMqLCwvW3T5fd98wY6n1TMZ2q91xSmzW5H5hFq5bcnB2N8kyx82TVJz3W93-rrv1qc0xrW9cX90B5GVfLLW6XmdFj1trRp_W2z4q3j29-9HBN3rBX5gwXWX-W1pKvpG4Bhxh-W5RmpzM5hL8c2W74-5Vm2gjq5mW30Nww82Vzt-TW83ZgPr4HZBDTVQ10SZ753yqVW3NBHrc58bcCbW1K_8SG9lD6LGW67KfB259qy8zW5RX7Qs1ww6G9f4tVc_g04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3nZV55jgh3GKWygW2ywB-g6yX6KYW5dJJJ_1-NkLHW7VDcl-6ZZ5qfW1jB7qd8Dr8m7N2x-fy5W4zgtW2Gh89d1rYdL4W3-NDW0152p7jW6np4F770S67HVstJBq604vM-W6TFycb24nkGYW2Z5CFy8wBWn4VwNG-S89lxWvN24K0LrKJQh7W6GHrLF7khP-tW8jCFK09dJLNmW7B4R4m91bh1cW1qVHrs7nDnKtW6ssf1Z74lfZzW3jwY-53vxynGW6sMRGR1FRZcrW1BXNZy7jW5JBW1NtzSt2pxsByW7q2s6N4SvrNDN4b7KtXmNLjbW4-YFxM8L0Jz8W8vrd-k8q9cPtVxhjXr71RbJBW5ZYVkw1J0x0JW82_zZ666m3b6f782qVT04" 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/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3k_N2_5LMbWKpjvW85LQ7P2pRVbmW8lsBf93d4k_cW1v8sT32Ws_MSW8YtmqH7wQG72W9lQVM43bjw04N6wnYKF8s7RcW1srZl_2hrfjGVcpZDx3l3dN6W6kGL6G935Tg2W5yYqKK5tjMzmW5FlDDY6PvjgJN4Ym8fYCnl7RN93PqYr_k5rBW2rqGzL5F3hXKW8Q53bf6xgZMgW6q_VLg8v4TgnW2Ls-qj3TlHnPVY-SDT1v1kS5VM7xMx7qKm4WVSpNLR336g05W6tldMH15yvycW67s0Qq4nWCNNW69mmzL1p-M_7f5DkZB204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9">Janakiram MSV</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3qgz0W95jsWP6lZ3lCW6yJjPs7H2_D7W63Tq_592kHxLVsQS_f43fyQ9W8hcPgL4L013lW7ZLDNv86pzYsVsB2gr6fKyYNVCn1V34dCkg0W3knl9F2fnnQ8W5520Gn3qbgngW6Q4YlR1zPBmvW88fZc-1bNW28W1YRYQj6NpTq_VxHgY54TwP4CW8y3JmT7hgRV4W2_g4Gy44JTMjW20_BT-4N0VCGW9bkdd26gZyGZW3sB9dJ4YgW8bW2x9SZn49bY_JW2LjS-r7WQVN3W6BmkMW1yH2tvVXSz9x6Ln-q6VL6sWL4btJ-7W7zRG_F54kk__VrJ58X91k-YlW25RX_576J6t3Vvl3wK7PG4YXW6mbPJm6NWhSFW3SYPHc3MtXwXW4gd5Kp64HXxDdl5Y4804" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ZZUlVBC5">
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYz3qgz0W7lCdLW6lZ3nvW7yyh6Q6tNn_CW7jPzJz6P2SWdW61Yv0679qTqWN73bh5HQzc4nW7YNjPW5HL9WRN6XbLln1X-0PW6jPWSK6xnVVNVbRPSb31B_y3W9hDp4N7xfcP0V4P1wd5WF0_8Vyssmc82fNmcW6-CxVB2FZ9C1W3-b6tD3b4kqQW3d25jh92LyNcW5MNXG21dbYlPW4NJXqL1JHcSfW76L4Pf4p1d8NW8GDYCp158chzW4vm1h44YB2CGW5CDPPS6D2TG6W2tvGcZ8JbDSBN1NrVYCLn-58VQ36yL7sCZGfW2yjx0R6vfFS2f4b-z6404" 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="yFkJ/UCK">
Software Testing </a>
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Your CI/CD Pipeline Is Not Ready To Ship AI Agents </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pYT3qgz0W7Y8-PT6lZ3nBW6Wd7286M4lgqW26qF2f4wnsHbN6pGq98CZ5gJVw0Rkh1yZyjVW7G7_RC8dYXFSN6nxyFm2wgS1W3_HfxQ7DZJ0kW4Nvxzd51Q4DgW8dK31w5CHQtvW6R9Pq56l1v2VW31jSD84gcbFWW3r4cGJ4VhpXyW8-grjp4JrqKnN75kmwSh6VftW3tBhmj4dJBkRW126Flc6SC6q9W5zCSRB4V_Gy4W6x-m1K9bjdS4N7gQw3YGXRHRW2j1Bfq6S-HRSW2shnnk1CXZ_2N6fHyB-n2LRKW3Lh9H02NC-ZgW4CVNVL2bF6WKW1VRDMB6MddTlW105TYc5sNM0cf71Zxk204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="o9L0BuRn">Arjun Iyer</a>
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<h1 style="font-size:24px; line-height:1.1">Build GPU Cloud Services with No Code on Dec 15th</h1>
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From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2021/02/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<div style="text-align: left;">Turn GPUs into ready-to-launch cloud products with no code:</div>
<ul>
<li style="margin-bottom:15px; text-align:left" align="left">Learn how the AI Cloud Services Portal speeds up building and customizing services</li>
<li style="margin-bottom:15px; text-align:left" align="left">Watch a live demo of launching a GPU service</li>
<li style="margin-bottom:15px; text-align:left" align="left">Use ready-made components to accelerate time to market</li>
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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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TNS Makers: 2026 Will Be the Year of Agentic Workloads in Production on Amazon EKS </div>
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In this episode of The New Stack Makers, Amazon's Mike Stefaniak discusses what's actually happening with agentic AI in production environments. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMJsS2zn4h9W6sg2GD79K0LZW805GfB5GKlysN6J4pZs3hCZYW95jsWP6lZ3lTN7BSLK84Y-dqW3gCQ7D8TVnlsW553dKb804b4LW9lvCt38BZyFxW5d8SX138JxJJN3qFBrx5VhXkW9d1XMs1gj7qDW4JZnHQ59wCfVW8Qxc118KN1fTN3p2yqvsRNCmW3tDZ9L1_NcdFW2MFS_g95z1PDW18xY-X7G7klcW38xSMB6ssg5BW76G0398d0fwMW9cc_hQ1tpsgcVbH0Vv2gqrv3TbmRz3-hBJWVsppjC7frqwNVMRkbf1b_pnCW1Y5xBM67MmbDW666jV57rz41jW1QmCmk79LhjNVHgMky5WZbs3W2Hv-L58lfgM3Vs2qJd2DmX3xW3zCBwP94gCVqW8Q43sD7-qFxzW84Z9LW2N7mHbW1PlFTC113YvNdplj8j04" 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="IxQaoSZP">
Catch the Episode
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Trending Now: Is AI Creating a New Code Review Bottleneck for Senior Engineers? </div>
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AI can write code fast, but is it creating more work? Google's Addy Osmani discusses how AI is causing a code review bottleneck for senior devs. </div>
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Full Article Here
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Survey: Where AI Reduces Toil and Where It Still Falls Short </div>
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DevOps teams spend nearly a third of their time on manual work. Learn how AI can add real value by automating workflows and where it just adds noise. </div>
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Must-Read: Building Multiagent Systems for Workflow Automation With CrewAI </div>
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Whether you’re building a content assistant, a market research bot or a coding partner, CrewAI makes it easy to automate complex tasks using LLMs. </div>
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