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Selected Message
From: tns@...
To: [email protected]
Date: Wed, 12 Nov 2025 22:59:59 GMT
Subject: TNS Daily | November 12
To: [email protected]
Date: Wed, 12 Nov 2025 22:59:59 GMT
Subject: TNS Daily | November 12
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Google's New Vision for In-Browser AI
November 12, 2025
Google's New Vision for In-Browser AI
Google’s Web AI initiative is focused on maximizing the potential of running client-side AI, which marks a strategic shift from supporting model training in JavaScript to focusing purely on inference within the browser using its new LiteRT.js runtime. TNS Senior Editor Richard MacManus reports on Google’s vision for an agentic internet and the core beliefs underlying this vision (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3gP0xW7Y8-PT6lZ3l0W42lxFr5pXBXpW2BKYT35f5TCNVlPZhD33h4bRW4GW99m76J4JJW6y82wK45HT5xW1KDJYw3Q71VcVH9MYn5Km-9hW9hLj_S6g6byYN8q9DcWlrtGkW1d9X2V9jczJ4W15hMtx9lffQpW65hwQk8Xk8FjW44Mf3m2YrFFkW51pPNg6VCnslW2pTJFN4clNxMW4BJ3C92jWgT-W1cYpqN6XB8b7W8WHrVT4WhW41W6bx50D3Ycw-jW4gchtc45qf2QW5KQ6K23_RxJXW5m9NVm5zDNnHW85dRX45gHjPRN6r8cngxphv_W5YzSbd7SSPXnN1tX53Ry5xBWf4HYR_Y04 ) .
In other technologies we’re exploring today:
- TNS interviewed full-stack developer and Angular consultant Sonu Kapoor about why frontend developers should treat machine learning models as a local assets. He explains that tools like ONNX Runtime Web allow models to run directly in the browser. Find out how that benefits the frontend (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3gP0xW7Y8-PT6lZ3mTF4WmBt44RV-W6fMJ0l1p2WtFW8fKY5m6MPcP8W2BNYhr70gdCHW1NZYRc5RfSwWW39zVX34nkqVqW6qpbbw7gJ_WXW3bFYfw2g3358W2nGwcx5n-JGJW4834H12rYjj2W9cK7_M7QWb2gW6VK9F68ZKJHCW9brFk17x3tQhW2Qgxf93XMrb5W5LYxWp52VgnLW85RDWM7kKZPMW4SwmJx5xW7pwW3kqYcb4g2h_8W324knL6_6q42W48slj221G1gDN8Q2VjDmDsRfW4mhbrG6P9tg5W6_sZpJ79vHDVW481tXf8kTrKsV8zz9060bTp1W6Wnm2q7HWKjzf5TrYB604 ) .
- This week at KubeCon, Platform Engineering Labs is demoing Formae, an open source Infrastructure as Code (IaC) platform. It’s designed to solve the complexity and brittleness of traditional IaC tools like Terraform and YAML. TNS Senior Editor Joab Jackson reports that Formae uses Apple’s Pkl configuration language — which enforces schemas and type annotations — and an agentic backend to guard against system drift and error-prone configurations. Read Joab’s full report from KubeCon. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3gP0xW7Y8-PT6lZ3llW10LQt99jG6wQW7fTV5r7LzX6WW8kLHGB3zWdRFW60xvNG88DWgMW5mHsJQ3G2cDxW2cjlbF5t8x8xW14bf_N74SqVyVKvz8d4vxyTKW4qNPQg5QhtZtW6zDZ1W55NtymW3dhY0R1s3qWZW3tprH-8kFNrvW10ZwWd5bFw51N386D99cMWqYW95GZtk6jYnC9W84QBVV7RbZ-8W3MlFnY6rv6XpN56VcM66fHNXW4hRT_M76vhxVN7k_nFnYVB-fV1t4Tp4msYcQW2YpRFr6wtqkwW3y50ws2KsG2LW3ScSg566sS4bVX-mf_75hBh8W8rQHz26nGwxTf5Kw43604 )
TOP OF THE STACK
Why You Should Break Your ML Pipelines on Purpose
Featued image for: Why You Should Break Your ML Pipelines on Purpose (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3mLW69frF05fGZpXW178fR-8FtYGhW16GZ0N8pKCqjW59xNbM1qxH6rW8LjLsZ2HDQ-cV6mQLX8MmJS2W7qLtkk6cGv6lW8D-_Tx4yX-RfW8mwyLW2n215NW7hQWfl3w6B3rVVJ-h44sbh32W223ClR262shkW86-6P43125yXW1Z2F4p6vKl_bW2qWFPN6CkH26N4qSjd-jFwSVW8j0Fjq1bzyTyW1hLy5t3c7ZtgW5-w5TJ2-SFqwW2GjP2_283176W631Q2V5GXCC4W890TqZ6W6sDmW9j5nst2JXRw6W1jq49-4thmL7W3c4TsY2n_TWhVMY9XY1ymDqyW6PnLgl6HtzTzW3w9p-41wq9y6f3VbSRH04 )
Traditional monitoring won't catch feature drift or data quality issues. Chaos engineering helps you find hidden issues before they cause damage.
This is the first of two articles.
What happens when your machine learning system quietly breaks, and no one notices? Unlike traditional systems that crash loudly and obviously, AI systems tend to fail silently and subtly. They don’t always throw errors, log stack traces or trigger alerts. Instead, they degrade — quietly, over time — until the damage is done.
This silent failure...
READ MORE
Simplify Kubernetes with a Modern Private Cloud Platform
Running Kubernetes at scale is complex. This IDC Spotlight shows how a modern private cloud platform helps to automate, secure, and simplify private-cloud operations, turning Kubernetes from chaos into control.
READ THE PAPER
WHAT ELSE IS NEW?
Featued image for: Why the Frontend Should Run AI Models Locally With ONNX (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3mlW5r1wll3_cbJ3Vqyw5g64yYZyW3Rtvn81n0Jz-N4LLQc_X6CwdW2stxjB7Gz4SJW7PzYPj2xb2j4W5TT4HC8TXTvMW8gsyqL8SSgw8W1PDnyP4TW8sBW6Bt1lW4gfmC-W8BcZ027TvPjGW5YBMgg7J_wThW70LN_L2Q7GjzW41k_7j4fYXrzW3WfBT67Hnv0sW7V0d0J8qDKz6W9bNB_02Fnp9-W82dHQ334cBFZW4NH9ZW8w_4-1W8zM8Mc1QMQmmW61KLNy4TZGPJW1kL_lZ7YdpsyW6TgFPP78yj5RW49kNXS5C8B1xW5hbJkL2KY6ZyW7bl0nT8G62MSW5lGJYG8JnpmsW30cpkM1mJCNRdZ0pYj04 )
Why the Frontend Should Run AI Models Locally With ONNX (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3mlW5r1wll3_cbJ3Vqyw5g64yYZyW3Rtvn81n0Jz-N4LLQc_X6CwdW2stxjB7Gz4SJW7PzYPj2xb2j4W5TT4HC8TXTvMW8gsyqL8SSgw8W1PDnyP4TW8sBW6Bt1lW4gfmC-W8BcZ027TvPjGW5YBMgg7J_wThW70LN_L2Q7GjzW41k_7j4fYXrzW3WfBT67Hnv0sW7V0d0J8qDKz6W9bNB_02Fnp9-W82dHQ334cBFZW4NH9ZW8w_4-1W8zM8Mc1QMQmmW61KLNy4TZGPJW1kL_lZ7YdpsyW6TgFPP78yj5RW49kNXS5C8B1xW5hbJkL2KY6ZyW7bl0nT8G62MSW5lGJYG8JnpmsW30cpkM1mJCNRdZ0pYj04 )
Featued image for: 5 Ways To Transform ITOps With a Human and AI Agent Model (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3kBW1Gz5Xs1lKjNfW7xKfV74mqm7cW8-v2bS5GSpf9N3ZjhQ9LkpQ6W9cY1tN398z3KW3kJ43X5HmRRdW7Jj7KG5_q7dgW34t_056Gw7F0VmXkKQ8SPL_nW6DWFpn5TdGHrW5krR2G6Rr29JW5Xb1nL6HHFQwW1PjkKw1QmQ4pW6ws92r4h33Q9W2GR54s9l_Q7MW4r3TgR3F3zW-W2ZPskW2_C7LnW7083CZ5KbJp9W1QqMcP7YB8gtN1FgznpK8LBcW8Rn2WJ2vzvR9W5KGPLM3Vlx9fW1NWHBR96C4JtW5ZckCX29HcWPW38YjJz28j6rWW32wfpG8bttD4W38JSJ96rwj2DN7mZlw76lN1_f72H7KC04 )
5 Ways To Transform ITOps With a Human and AI Agent Model (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3kBW1Gz5Xs1lKjNfW7xKfV74mqm7cW8-v2bS5GSpf9N3ZjhQ9LkpQ6W9cY1tN398z3KW3kJ43X5HmRRdW7Jj7KG5_q7dgW34t_056Gw7F0VmXkKQ8SPL_nW6DWFpn5TdGHrW5krR2G6Rr29JW5Xb1nL6HHFQwW1PjkKw1QmQ4pW6ws92r4h33Q9W2GR54s9l_Q7MW4r3TgR3F3zW-W2ZPskW2_C7LnW7083CZ5KbJp9W1QqMcP7YB8gtN1FgznpK8LBcW8Rn2WJ2vzvR9W5KGPLM3Vlx9fW1NWHBR96C4JtW5ZckCX29HcWPW38YjJz28j6rWW32wfpG8bttD4W38JSJ96rwj2DN7mZlw76lN1_f72H7KC04 )
Featued image for: How Google Is Shifting AI From the Cloud to Your Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3nNW6llSyn8W2mqfN8dK9QCl9fdlW2zYTbf5WcmSWW66YHMg3PQpk8N271-mkcwHPKW5VWqTS4QsZntVRyCgX2V_tD5W31sBYV8FJCpsW5zhj-155tc5hW7RwbwV7nSL3JW79rgpC2QKWCXW13WxqR7QNwKWW9kzhmg94833-W28w8lc1NtCgFW1TNwH01mDyQXW2Z6kl67tC6vvW1QcTMb5zJ1zGW4Zkktd3J1_D9N8Hy7ByBJ-39VMf1WB7PDdX-W6C1dqr1B-ZjlW68LB7R49TbM8N4djsz7R5ps5W82bxfc5FxrvqW7TRKFX789hcfW6wgM7B31_2DmVb5v9h9c1PZBW9jKrdJ4zj_VBf1zbTwK04 )
How Google Is Shifting AI From the Cloud to Your Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3nNW6llSyn8W2mqfN8dK9QCl9fdlW2zYTbf5WcmSWW66YHMg3PQpk8N271-mkcwHPKW5VWqTS4QsZntVRyCgX2V_tD5W31sBYV8FJCpsW5zhj-155tc5hW7RwbwV7nSL3JW79rgpC2QKWCXW13WxqR7QNwKWW9kzhmg94833-W28w8lc1NtCgFW1TNwH01mDyQXW2Z6kl67tC6vvW1QcTMb5zJ1zGW4Zkktd3J1_D9N8Hy7ByBJ-39VMf1WB7PDdX-W6C1dqr1B-ZjlW68LB7R49TbM8N4djsz7R5ps5W82bxfc5FxrvqW7TRKFX789hcfW6wgM7B31_2DmVb5v9h9c1PZBW9jKrdJ4zj_VBf1zbTwK04 )
Featued image for: KubeCon: A Terraform Killer Built on Apple’s Pkl (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3pCW1VDq117Xhs_RW63w4jV6bvDhHVxZxyS6DZF9zW766qKB1glkPVW6_7CFg6rgqJyW376gJC59gq3GW7RqWPk1n8YtmW6MqFXt577g-yW5Z25zx5y7q4_W1-bHCn21b7RsW4QjcQg2fYd10W4Cgh483BvmDKVF-HMf5b0pFbW90pL8V8fwb38W8vL8vg1XvSZ-W2Tf2lr1DWKLXN5FdL6p9rrTsW40r0MS7NMXQcW70Mn857r4XcMW4KmdQW8BNmvgW4P-xSR2wgsxtW8mqrQ122dXmqW26S9n31p3GNFW6Ts7sV6QL4g5W2F4d8b4xtCJqW4lz0hr4K5m0xN2lRp--YTNpjW5dxMZL5gpj7wf2WKDCd04 )
Featued image for: Debian Mandates Rust for APT, Reshaping Ubuntu and Other Linux Distros (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3prCCW95jsWP6lZ3m5W6DQxyD6QbVJ9W8Jm5n16n-R4bW78hL7Q5Pd3VRVfBjWH9fr9YwW1GtNK0144XkYW8sNtrS3QgNPXW3nFMBB8M5z3FV8cXQX7V2tyNW5M3HvG5vYkb_W6gFrjX44KXZvW1BkMLK1rzCycW67pllQ6QNbxvW1w7flK4NFdGHW40P0mZ3ZhkQNW45jXx-2C0jLcW82806R1Bpzm4N5FW50yQkk9jW71QHqb1Tgwj7W8lsk0T5W1XNJVDXcw87KRlv4W6l3Sp58T_DYFN2Cxs81Gd28yW2glJ4825zgPMW39cdyp7l0pjDW3Vtkh53G-dz4W3TjGxD6tKSN8W3Vw7Bt7fMRxMVCdk1b2gLtR7W5S49pB16dTjRN6ZrrZdblbN-f2DBrLl04 )
Debian Mandates Rust for APT, Reshaping Ubuntu and Other Linux Distros (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3prCCW95jsWP6lZ3m5W6DQxyD6QbVJ9W8Jm5n16n-R4bW78hL7Q5Pd3VRVfBjWH9fr9YwW1GtNK0144XkYW8sNtrS3QgNPXW3nFMBB8M5z3FV8cXQX7V2tyNW5M3HvG5vYkb_W6gFrjX44KXZvW1BkMLK1rzCycW67pllQ6QNbxvW1w7flK4NFdGHW40P0mZ3ZhkQNW45jXx-2C0jLcW82806R1Bpzm4N5FW50yQkk9jW71QHqb1Tgwj7W8lsk0T5W1XNJVDXcw87KRlv4W6l3Sp58T_DYFN2Cxs81Gd28yW2glJ4825zgPMW39cdyp7l0pjDW3Vtkh53G-dz4W3TjGxD6tKSN8W3Vw7Bt7fMRxMVCdk1b2gLtR7W5S49pB16dTjRN6ZrrZdblbN-f2DBrLl04 )
Featued image for: How AI Is Pushing Kubernetes Storage Beyond Its Limits (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3lwMSpv-2b1lShW7VcgXj7ST6cxW7yk31l2P_SGDW6l4SY44mkTlwW81XCd37vTLyqVr48fV5WD8g5W3jm08f3R78gQW3J05Z_4NK5pmW7xWljG61dFfWW4PyBpl6GnpWQW7B3m7L4Vj6c6W7MvZ6l6dxXmCW763_J047g4tjW8ZGTrx1d6WDSW76ZTww4txRYvW1NLdfx7nvJ93W13sZCH6R8Q0PVCJ_ZT93b8tNW27x-CQ3smbymW3sHmsc6FpRhZW1P2t307xyBFgW5Krbng1RDqFGW5PVSSQ7sdxrZW7mBHYC6J_2hTW3-bw892wW92kW1Z_G-82bs1bmW2tvx3y3BkCcdW7z7P1d7YXxprdnnSt604 )
How AI Is Pushing Kubernetes Storage Beyond Its Limits (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3lwMSpv-2b1lShW7VcgXj7ST6cxW7yk31l2P_SGDW6l4SY44mkTlwW81XCd37vTLyqVr48fV5WD8g5W3jm08f3R78gQW3J05Z_4NK5pmW7xWljG61dFfWW4PyBpl6GnpWQW7B3m7L4Vj6c6W7MvZ6l6dxXmCW763_J047g4tjW8ZGTrx1d6WDSW76ZTww4txRYvW1NLdfx7nvJ93W13sZCH6R8Q0PVCJ_ZT93b8tNW27x-CQ3smbymW3sHmsc6FpRhZW1P2t307xyBFgW5Krbng1RDqFGW5PVSSQ7sdxrZW7mBHYC6J_2hTW3-bw892wW92kW1Z_G-82bs1bmW2tvx3y3BkCcdW7z7P1d7YXxprdnnSt604 )
Featued image for: The 4 Ways AI Code Is Breaking Your Repo (And How To Fix It) (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3njW2PV5Vq6XM8vFW5FP74T291t4pW4vzdsf7zycQPW1WQFPV34PmkWN4qCbXZsT00xW4f6cSY1Gxhq5N5776nMSXCZ1N2-H1fqzF5yrW6c3VQ33G7TyLW2S2pK-5HbdJxW4P2RCb2WVJHFW1Y5gGw3gqjDWW6--ZHH9clhVmW6-N6ff1p7td_W2jRPfN192JmWW468wh77qB2QpW5kf95j9jdVQ7W4YvrmF4sHbgxW2G26WG3J0n-xW1d2gFk25sVy2W12LYPc1VqH0yW177ynS6Sv2qkN7YQxfkQdjz0W2FQptn9c-jtnV7zj3c8vp-G9W2pr_5r7Mr9kpW79hshH52j6YqW6xnk7J7Kmsxdf1ByV7F04 )
The 4 Ways AI Code Is Breaking Your Repo (And How To Fix It) (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3njW2PV5Vq6XM8vFW5FP74T291t4pW4vzdsf7zycQPW1WQFPV34PmkWN4qCbXZsT00xW4f6cSY1Gxhq5N5776nMSXCZ1N2-H1fqzF5yrW6c3VQ33G7TyLW2S2pK-5HbdJxW4P2RCb2WVJHFW1Y5gGw3gqjDWW6--ZHH9clhVmW6-N6ff1p7td_W2jRPfN192JmWW468wh77qB2QpW5kf95j9jdVQ7W4YvrmF4sHbgxW2G26WG3J0n-xW1d2gFk25sVy2W12LYPc1VqH0yW177ynS6Sv2qkN7YQxfkQdjz0W2FQptn9c-jtnV7zj3c8vp-G9W2pr_5r7Mr9kpW79hshH52j6YqW6xnk7J7Kmsxdf1ByV7F04 )
Featued image for: FFmpeg to Google: Fund Us or Stop Sending Bugs (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3lVW3sMwmK4kvnjVW8QXK6L87mpq2VCGg4l5BHf5FW8NxKXR1ZYpgHW1-9Z766qQngNW8-R5_f7YgPn7W3GC9Ln6Vym8nW2y9mfY2dwBgXW49-hWw7qpfHdW5Q0nFC3VK8ysW4F2zrM7n4hVGW48wKmP73pXX4W5wV9Jx1xm7c8W7lGy4l3B0nJrW7rktFd8wrqpgW7X8P1j2l23xVVPKgRd1cHpyfW6GHDf884FPXWW3MH1PC1ymh9jW4y3sK85x_9JzW20DQfH8hBKGFN1gN8xg7fn_WW27w8bt672h7YW12tRYp4Ns_SNW4DwDMQ1sspJhW8NR2B36j_ScSW8pNmFr40NCDdW7c4mdz7NysBVf7sRV1T04 )
Featued image for: React’s UseEffect Is a Crime Scene Covered in Fingerprints (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3njW5PSb745CfmwfW1CL5xp2Py4k_W21H5lY5G5mYhW5lnkv199rdDDW1gV7D81bydYBW5hLB5v9lCkdgVZZ-qM2LX9ZtW3mL4n_92k35wW8TsvG17k4xDwW8VwqnQ5Q7TzQW88cggw2JJ6chW7h-2Nk65w_wrN2dKdYjKPzW1V50BCD2F2JN6W96cybl8PZXPmW3-cJvH1d350MW3FJgWJ6FtJjRW3q0MRX53fFLdW6Jl5wQ8Jvjt7W5P030d2TQnPwW3t7ncq2c1l9vW2dG84_44fP83W4yx9wq1K653RW8mM6tR7PwrrBW6nkV6Z52vKxRW5Tn2MT6MJ0glVm4pHq7XFKrqN8dFYMwNkYVnf48FW-s04 )
React’s UseEffect Is a Crime Scene Covered in Fingerprints (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3njW5PSb745CfmwfW1CL5xp2Py4k_W21H5lY5G5mYhW5lnkv199rdDDW1gV7D81bydYBW5hLB5v9lCkdgVZZ-qM2LX9ZtW3mL4n_92k35wW8TsvG17k4xDwW8VwqnQ5Q7TzQW88cggw2JJ6chW7h-2Nk65w_wrN2dKdYjKPzW1V50BCD2F2JN6W96cybl8PZXPmW3-cJvH1d350MW3FJgWJ6FtJjRW3q0MRX53fFLdW6Jl5wQ8Jvjt7W5P030d2TQnPwW3t7ncq2c1l9vW2dG84_44fP83W4yx9wq1K653RW8mM6tR7PwrrBW6nkV6Z52vKxRW5Tn2MT6MJ0glVm4pHq7XFKrqN8dFYMwNkYVnf48FW-s04 )
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KubeCon: Akuity Reduces Kubernetes Guesswork With AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3prCCW8wLKSR6lZ3nyW1jmQ3T4gThcLW1BY41251p-bqMjclzRBfR1BW2-KjzG2lkrVFW430MWB98ZgX4W1Ngclh31ldr_W394_wJ4y8plTW1-7KWK795TRRW5NF1fr7zB9CYF86c6d8Z28NW5sCntV1ch8bvW3VPny73VMnrXW26wpQp8_N4MgW6fRvWj43h-ZHW6Hxr0D2xLBp8W33plcK18LfmcW6GKXHG42lVNCVK345c9ctv1dW8MND4P19rG9XN8CdCvHVh6t9W33cYGK7wnHptW4sbS9-697jpSW2QmNY76lgRN4W2d-vd07S922sW28RBL25xJwm-VtqVJ08PHSYgW1d_jh73zRczGW1hntsx79wfXbf5q0mW-04 )
Upcoming Webinar: Kafka at Scale
Join us on November 20 to explore how leading companies are using Kafka (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3gP0xW95jsWP6lZ3kGW21Q1pD4snlssW824s4V7P4m2pW4NhxYv5XqXtgW3Gbc4_2Cmh0bW1gm_xL6SGySMW9fsD7-1XfS8yW1nmBHV5g5FhkW2kJJvc8Lrn0YVSG9Hk4d6P-rW93bBFP82D48gW5yVWL442cdfFW4w2bSY257NLRW3LW8PF7CtXm6W6hTtqc4q1YrkW7-Vzyn44mQx8W86b27H3jJvHdW4kwMBB7Jx87lW3MNDxj85zBrDW67bbl06dCFcKW3QHrTl2RZSZlN2dWCRP-h1NNN2-kLMHf-pMQW5PHMdj2SrCrGW4DjB7p3pgxLhW6G9NCw8H5nQBW33NbHR2cYwPnV1xRWf4ccccSW18HJhr1qq69jW1wnjMH1kVG_vW6pCBnH3Ybj49f2LYXD604 ) to deliver real business impact. As a bonus, Aiven will be offering a $20 eGift card to anyone who attends and participates in the survey.
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNBM3qgz0W6N1vHY6lZ3lYW511h4b1rK-hvN1-xg81DJ88TW2pt2Z26PVG-LW79S36j99XcCZVVVx6B2GS4p9W8G2X7v1g3C_JW7HWMv73t9Gs9N1wlv9wdW-44W4wP0GY4JT2q5W1rqvs_4GZ07gW1G87qQ2f5dgMN196k2bk0rVjW3X1dzC5vcmTpW9jVzKC61B7bxW1BfYtl5hgQbJVf2ttq2lrGYrW2p92nv22rgVXW2MZL7f6pp1HNW6-PGPN3D-8VxW8XhKQD5LvthYW54tT964GmWqGN6YLXgH7N6ZTf9700h604" class="link-together-with" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="tuJStRGc">
Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/03/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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November 12, 2025
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<h1 style="font-size:24px; line-height:1.1">Google's New Vision for In-Browser AI</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Google’s Web AI initiative is focused on maximizing the potential of running client-side AI, which marks a strategic shift from supporting model training in JavaScript to focusing purely on inference within the browser using its new LiteRT.js runtime. TNS Senior Editor Richard MacManus reports on <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3hCZYW8wLKSR6lZ3lgW7bCKBl3VxQLpW6Vs9924h01PnW6H9NW22YmFGHVC0d_D1N5lmQW2z38Zr2W6jvCVgMdQG3tLZGZW338W862f-5gtVklTb88W4GgtN8KcmTpdX43CVdv9w_8qCm5pW5t41D31s5D1tW52CGyM1rQDZTW7Qhwb76XM5JRW4mYMtV8xRm3hW4dX6QG2X2dNNW6BNxYP3fv58wW8lK8hv65k7TBW6QX9Xf8QWL1rW7Cm5c-7Hm42bN9dg5mzsWfmgW2gsgz83T4RjwW5QpX232ZYLslW5HKdb03-DGMcW6n_ynP6VVv48W3RZ2my237V86W3NFybj6_j-BFW1c2QBh3yfGLjW9gkGp96gW3TKf66R4qd04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="si3UTibG" target="_blank">Google’s vision for an agentic internet and the core beliefs underlying this vision</a>.</p>
<p style="margin-bottom: 1em; ">In other technologies we’re exploring today:</p>
<ul>
<li style="margin-bottom:15px">TNS interviewed full-stack developer and Angular consultant Sonu Kapoor about why frontend developers should treat machine learning models as a local assets. He explains that tools like ONNX Runtime Web allow models to run directly in the browser. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3hCZYW8wLKSR6lZ3k_W31l4BN1qqHRLW8Kl1r03yhRfgW13ChQl8qCBw8N3vt4vQLJDcPW6LP7K73X9mkcW6byNyy2wLnjWW2hSYS16K1yx2VGrYdB1_0XBCV7DfwY8T0p6DW172CdC9fhhmXW4Rn56s6QykqCW7dT7F46MTmskW862jlD5bGZs_W1r_Ky68h90HJW5nBwGl2S3kcbW7St5Th8Kt2RTW7MTk-995B9BdW58r7Fn73J-v9W23vlfS54J64CW8z7G4y7qD-pBW63Lb407lGn1xW4MlDLM1VNK03W6kCtBj12lGQZW2GKsNm1yWlJMW7SGxB6275LwKW4ssTz51-SN7rW6xY86B1y0ZB6W6RGtsx3Tqr9pf30tWwq04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="4UZrP3Dp" target="_blank">Find out how that benefits the frontend</a>.</li>
<li style="margin-bottom:15px">This week at KubeCon, Platform Engineering Labs is demoing Formae, an open source Infrastructure as Code (IaC) platform. It’s designed to solve the complexity and brittleness of traditional IaC tools like Terraform and YAML. TNS Senior Editor Joab Jackson reports that Formae uses Apple’s Pkl configuration language — which enforces schemas and type annotations — and an agentic backend to guard against system drift and error-prone configurations. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3hCZYW7Y8-PT6lZ3ldW6MPdfD6GnKk7W7d8YM92Wyx12W2LKJz15x2gB4N3z1kcbDMT_hW5v9NNB6DydqxW3VtDDr6J2_S9W4Q9Bfk1hJQ1KW1lq0DS4-CskGW7S3Qrg77hPc0W2Ht3q410LD15W1NGKdH2N9XwFW95Ghx368wgXXW52KFFr6vJG7XW5k4SYJ1XR9wZW1q_8Bc6WHHhQW2bGdmn495kPsVrGfKB3M6ggQW5kmm6t5V1CLyF2fbNWbQbd7W6pN2Sn6dzR8NW3dZv345Vj2jFW47JwQd87N6W_W90LyZq2ty0qsW90fFdY98YltwW6SdR623N0QKcW6ft_cn8Jqb7Gf8Skx7T04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="qY2Z4LZZ" target="_blank">Read Joab’s full report from KubeCon.</a></li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3kPN4bpNNnPDcHHW60Dq9F4vky85W77CMM82bc9q1N8NqxvW7QKGzW7jT_pM4gFHNDW8KMYYb7ZgMtMW97WZx-4mqH6HW1JxCpr6nCq-QW9bGl4j8TMkJ3W2Z8rN356FqGCW4hCxFf6m_0TxW6ldMb56Y8qwfW5Yhs9S5GtGT_W1Gxk7k5Hrj8xW5fyyDv49bRpBW3KSkqr8DhDgmW6ZpkMQ29dk-SW2P_xdk39lzYkW2zJZ9H1vswCvW8nBHzz2RsFHRMkNwlY5Lj6ZW15JbTJ6rCX16N2jp6WDTZY10Vv7GJX7LNWDJN8n9hJJVqH9VW81J4CH4kR_M1f4t_wjd04" 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">Why You Should Break Your ML Pipelines on Purpose</h1>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3nRW7fjXX_4F2j7LW7D31tR2KPGyRV1WZ4w3MZz9cVP10VV93M103W2TbbCj3VK4n9W5HFspL7w4nzsN2CqlfXWjBvWW2xdVyD1fQ3yRW2wZZh52xgtZZW5khp6f6mK6hTV_V2Hl4R8ghSW3TflHc4_3ySSW56fSfZ81vL1PW69dHzs9lSxrkW4Nnn5v5x6N67W5M_m521V-30mW45N-0P8hWPbpW7VL68p9cS3N5W4ZjMVC5HGRnYN8HpM4TpX6DYW2xbl_11ZZXZ_W3QDWTy3kHH2hW5ZVfJL279Z9HW5rwPPj57JWk6N5XXbpTYtzCTMsTvPCs5_QDf40fgJ204" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="KsKiU8UR" target="_blank">Tinega Onchari</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3qgz0W8wLKSR6lZ3lHW6FX8kj37VF5VT9ZsP8qsBqfW4KX31D5mL9-_W4Nv6jJ7c2-v1W2v-lbV5dSr-wV4mGkx1vpLwRW3VDCF27fF2c2W2KWnGD2Ktr-dW6C5Qhv99Jn9fW8hjVcP5mC67HW6Z1W3Y3VpfH5W4w_zkl93NJxNW22B2Ty8cSVGJVzJ2H237P6-sW3ZmBJJ3GSBbcW1wh2dr3v7FWRW9dBdty3cydJHW5nSZxS7Qkkl-W8wTGtx16GzjqW6KJ5c74ZGyz6W9fqywY7D_dzZW6L2zFy6Qf3ljW2PTrL28xdCQWN4jLQ43mNF4SW6xCFlb2gdq64W3Gj_wj117_f_MPkCD_8ZYsjVSsXRQ68hzfndHmbP-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ePwe6qSu">
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<div class="excerpt" style="margin-bottom:15px">
Traditional monitoring won't catch feature drift or data quality issues. Chaos engineering helps you find hidden issues before they cause damage. </div>
<div class="copy" style="margin-bottom:15px">
This is the first of two articles.
What happens when your machine learning system quietly breaks, and no one notices? Unlike traditional systems that crash loudly and obviously, AI systems tend to fail silently and subtly. They don’t always throw errors, log stack traces or trigger alerts. Instead, they degrade — quietly, over time — until the damage is done.
This silent failure... </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3qgz0W8wLKSR6lZ3nXV-BQF63ZggNnN1cnQm1Yk4Y_W8Q6rQx1J5ZRvN4rDRSXsf9StW60YHqt3FPRQ6W665PZk1KfhHhW88wLlq6VhgNYVBJg6G2s6z_BN1VlRhMRNZHMW7sd05M55ZNnHW7tQMlB45lBZmV6dVXx315BrMW65MJnF52y87bW3sR7pX14jr0XW1gjW9b6btDvfW7hJrzh8RZNMfW8Crmlj63Zf_PW6Yt2-v3QZD5CW4Ngl0n5wtl6GW4Ds_7s5KKRw8W264Jxf1ywxBcW3lkwxM30KgpnW6pqzZJ1wxGmvW84_9qW3h7-5mW4M6K6m6YsfXkW5NtWpW2SyYfTV49-kp5kz-bbW8vzB036RLN8mf5p0nJY04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="4uzlOeXI" target="_blank">
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<h1 style="font-size:24px; line-height:1.1">Simplify Kubernetes with a Modern Private Cloud Platform</h1>
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Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/03/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<p data-pm-slice="1 1 []" style="margin-bottom: 1em; ">Running Kubernetes at scale is complex. This IDC Spotlight shows how a modern private cloud platform helps to automate, secure, and simplify private-cloud operations, turning Kubernetes from chaos into control.</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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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3lbV19qCJ4xPR3JN3550V7NfM8zW7H3bBg2W7vJRW71CG-B1r6WbBN68026HgX-cLVdMMsP2BjDVsW8WdSD76MVq9RN8hwmbK-mkMCW9jhl2v8dw3bTN6hcQkTBf3wzW5KJKqc7LsmHZW7vb--w54krVqW5mHl387LZBr1W2n8ZBm2k3zGTW4CT6j07w7wYnW2M_F948zlCKSW6dQ68Y137xySW83FzhN6mRrskW5SwMWC88fpsgW3sTy3t8zDbvHVtM8Pt28svQlW6S6RYJ4lyFmnW14LkJF3BThmNW82JPCZ5VfCJDW5lgM-h72khzHW7H6Cxp7y2sdLW92r0t_7-BldmW3sRnnY8r87K2W54xPHB8B0gnZW3jm7ZP5-Vb8mf7qJrMx04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Vjs3F/bc">
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Frontend Development </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3kWW6HNY6v5LQVR-W5HTx4J7rzWzdW7bvz7m9gjyMyW8Ldwxj8MYQ2XW4RbGq482z3cFVpl82x7-V9NFW4s2xxW8nwx2zN3WhrnvBNRxtN4h-w4KxdM3CW444fn91KQr2mW8npTzv4L9lvjW3PCT8J2lXbxqW1Ksc1x7RdR_QW7lwLLy1KHpN6W5CZHRs2LBvH2W9533m25TTrVKW5RfxV23BcP3VW3LZW-M1yXj7hW2yPGGP5ffHbmW3qx9cR3HF_fXW7WYSQl2vtDhGW60QhCm6C00ZQW5QDFL26Jr4mjW2glCqr2n4ld0W38xH046zMWmDW3YGC1W1b-kncW2zM1cW9ldcTlW96Yxp82fxFZxW53HJ_Q25WQCNW4yNdv-4nzjqSdyb2js04" 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="4fLVE63Y">
Why the Frontend Should Run AI Models Locally With ONNX </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3p7N5b3-YKjpYBLW4x897B1pDZk_W3Gd13w7SVqmCN3bSr7GFB4rNN5FPw1V-hHk9W1ZmvYx7GYMcYW2XC3Z67rtTWvW2Tf5JB8FL4hbW7JYbvj6Xmk-RN3R0qcqpcB-zW4KDMxn6R7qQCW5FNcRG12s5hJW2J1JrY2SqNdZW7S-NYz631lY4W6QjxFl86hRQLN86TfFcFh3fTVCK2DF2m37vMW8dhZg52DMKZMN7ZrPxkPdw8rMZGKs6J8Rq3VTS_xK8VP5YCW1dSj6r4bmrCVN548sfZYTb4jW8mK5nz7SX0rxW5_f0t37GkQd_W9d76SH6JCY4Yf4Xtyf604" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3mXW7rXB9K4xdJvJW65bwNT32ycvPW4qj_3J7sp2-mW1_6hQt145lrgW4D-BlW5CyYM-VcMVc83gKdMMW66-K4-17W5KDVbYQYX4_QyMNW3J1WRq4HlcrtW5GjV6B4zGtZhW26HfjF5tG1v4W6SXhzs5g2wQJW1TG-Z38xgLRcW7ZPpWw39bR9ZW2v7d9v6qgSB6N1dzBtvc59K0W6DzcX77B8T7GW61lqkG7zfK3QW7fkDxG24CPNzW8LyM2x71T9lHW90t1Yh13-cv_W6yy0NW6Nvl6XW6_K1BS7PGmTFW4Vf5GC6x17p6W82RJBd4GhlNzW7w8Fv96ccFlPW5R_n5325ZMC4N1l2CSxNPqymW2xGg7M3LqHmpW7s8TQl5RvwV4f2z9CDl04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="+juOg3i/">
<img src="https://cdn.thenewstack.io/media/2025/11/ab30ee9c-agents1-1024x576.jpg" alt="Featued image for: 5 Ways To Transform ITOps With a Human and AI Agent Model" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3pzVk0WPM3LXWLNW5-GNNX1GRvwcW49j29H9d10qZW8zLCpC7VppPFW8N8vVh54n8hxVWK9vP42DJGnN2xT6VZhY-DbW2zxWLf8J7x22W8RngQF7NpXDrVrz46s32j5LnW8gZqPl4yZ8tkW6nsWFW6whD50W57sgKK560Z_tM8g6Kz83-rZW7rrCXQ4lnkQ_W5sJWyl5PH0NsW2TSK553p6H4yW6vCNG173JzftW6qcjHH2q3bbxW50DCJb13ZpjtW2PYVC76xnltyW7zSYn53MRwNfN5kLySmLZ0LRVXkyG35hFxPDf3xxDYj04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="pN/bru6R">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3mBW7CPTBY5TP-plW8j0cfl2lCrBhW5Dc9tP7L29RHW54Vtsz2t-CHXW29fGN14hvfHPVft1St4VtmcnW7CWxm23B76PBW6wLlgS330F9HW2BD2rB1-ctsSVP1Zwk27KcGjW3Jd3K67Xl8v5W3XW5Cs6TfQ-WW3YGh5c7Z6m3-W5Gq2md5Bh0QXW7X8FP67TwZNSN3dd-ldZ7V5mW8R1fZ76Z2xZHW5LTPsC6pYlVRW3xzLSs65sDVtW4cfhs13Wv-MJW3rgS-w7v_5jbW1hY6bg1NDs3jW86jBFQ41QJhHW3GPXB54WfNKGW92FrQZ809f1sN6xn8Tdmfz_NVxL8Lg99sQg3W98gDg61DNq92W32XMjW3WXMXrW3TLw_56hwfNZf59g0Fn04" 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="HkJ3AMi+">
5 Ways To Transform ITOps With a Human and AI Agent Model </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3mYW2Q5WTK62f7FyW8gxZn220wbppW5t66NR8BC6YwN6ltN1BGDKQ0V14Vhw10p5dWVz3cXg5_QVG_W8nDvyV3Dmz1rW89DYYD8_qq2gW707NRL42KJ1mW5gNRl955NhYVW2Qt9Jd7MHRnbW4_XZPk5kY4F9W3qGbVl65jTW2W8dxdzN4f2rFcW3K2Dhc5XsHZ0VzlS-F59hqNmW39zQWb2pVGdLW394GQf4YhYlVW8s9S7m6V-KYcW4wtVd48pqmQ7W8slSCD8X5j8FW1xGHTs6tJDyNN5K11HGwYf_SW1W5xht7MQR1XW7LbPxZ9fycHdW8m4k-Y91Q0JLf6ZYBTj04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Ulo5pwvI">Mandi Walls</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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3q6W5xlFM_4znWKcW8pWZTx11yx35W3yr2Y-12cF59W4BgJ1c7TjLdFW2JX-2j4phC6qVM1xy42-zYt-VVH4Zf18MlFYW5Z5hQV56LPFHVPBDRb7KfHF9W2CT02D5xl1tqW3GxnD33czT8JW8gKbb26cCx0WW7NXVQ97l_rwQW1cynmH6s4V0rW87z1dM1_YrDpW7xbv1Y7y7h11W3zhswc8WsbtYW5JkPDt5LcBCPW279FPH75CQYFW303Wpk7zDZhTW3jZdXw3xm9hSN7W_mZ0MN84ZVsfVgb3SsrX4W6JYf827FqCnMW5G0_WN5YDt_PW1sqcYV5yyJvZN5CLcDvqqMTHW5WYSQT1yCQZkW4y045g39XH6tW91fgk11xDYRTf7KnLls04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="0gZqbli+">
<img src="https://cdn.thenewstack.io/media/2025/11/8be51f64-agentic-internet-jason-mayes2-1024x576.jpg" alt="Featued image for: How Google Is Shifting AI From the Cloud to Your Browser" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3m4W7NMCqt3V56dTW4hHZBG5YZ1dTW7LgqCn1qklYnW4PRCv_3BQH95W77mnS321nHwgW33h6-d47K8P0W6b_4BR7F7r8hW1-MKhM7GgVnpW5zrzxG7cf8y8W30gkB35DPjpgW2lTpQ83T7CvbW4vD8RD3HP2L8W78fbCK2XVLdhW2kbMwy284mTkW6kRNbF7C9Yk6W6QgfsN52VzfqW4FQSpS8N0LVFW8MWfRg34vW36W8H8jWY3YR2yvW3HDtsH83fHLQW7wNnmc7FZkKBW5M-wjD8W2Q5DVGwGXw91Mm88W1x0DhD7qD63dW77dkfP5WXm-lW1-DC6Z4dSSRbf3RL2YH04" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3pFW3ZKcFm78R5jGW1_BwTp4dSb1dW7dVM6j2C9MtkW18GHj170Z3y8W4hxb-_6GvGW-W3T0-j26ffbddVLJnHS1hxGq2W7bSt4N4jlXWlW8dQy145hg682V6DRgG56kMFBW1F4KwS3fGr9PW4npdmW6VhLrpW6vlxX681-GMRW6dcWSP9672ptW2DQssB7V891tW2-FxL99ctCPQW4QrmRD72H193W88ksYk3NXGXVW2rsx6R2rw0YmW74qfYX9hKPtTW3Ycg205Z0RmtW5TDwqr3BTpMlW8SsDSk4qyFcmN8LhSyCSldyGW43Ftzl3LQHWXN4NVC-CjPMJNW9h_C-c1v0kJgW66Yjxm56_R-DW1vDh3f5TnkptW1ypfbT3PpcqXf5CSK5204" 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="48tBzY4Y">
How Google Is Shifting AI From the Cloud to Your Browser </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3lZW2Tqfgr93l0TqW63__ch4J1f9wW1FRFMV6rVfB_W6jhTZK6v4rBSW7gcvjG7XbscZW10GJ0S2FcWjFN2pyL4rNJBQtW9hfGSV5n9VNDVzDRdn4H96ZnW2nL4Ql4k4DhPW6cyhbb8BScVwW964P2x2St45qVmYS3x2h7n38W6FL2XN4V1qMTW14Kzlq84QSg4W43W8Qv8dHrqHN2r67Rxzqw4PV_7KfQ6JTx10N5CL94BQgMVYW3NghJ-4x8ygkW7SBQ141-SQV5W8rQJvS1t8jhlW5x3wR86GNTttMnzCSZfH9xPf6PHsF-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="aHfdZ5bq">Richard MacManus</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3qgz0W8wLKSR6lZ3m3W74GrDB8pddWKW8y7DsJ5NlgbnVWVtzD6rDK28W4w0Vv286vFzLW2BlwD11BBJLPW2jy_s083dy9_W5T2C1y2RfwvzW8wyk442s5MY8W3zY8T084S05yW2s_d8f81g0rYVx0mZx83l-sMN3FwYlHyM9gdW2dPf8Z19bVtqF1jgDrq-5tfW6K2LBj5n-WD5W5gfcXw1cGpDmVFRpCt2RrXDtW6Hy8Ks2BzBkRW2J0X8P4wxHK_VwQ29062j703W1x_sp582s-dQW7v2tY87RwDTzW6Rwjr_6tGzJjW3hw9nB4_4V_ZVlV2Z882wdP2W4BgVLt2hDwXqN76mMf51c3RrN5xh6R66l5Dyf1RgBGl04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="lu4qgjEW">
<img src="https://cdn.thenewstack.io/media/2025/11/da4c886b-formae-1024x768.jpg" alt="Featued image for: KubeCon: A Terraform Killer Built on Apple’s Pkl" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3n3W167J2Q8pXH0NW8FcLLW3jwVG_W7R0WMK7QBJdBMccTt8Qp7wLW1shb7R5Zv2gyN5_b-jFGzRf-W651gN-6HLG-4N5W5637WT0brN4WfH6Q4Vz29W2vfL4C3M5bGrVSvnH718vqBkW8z17D86HWSCRW2MnblQ7p-7kCW22H36k3mQ1r6W4Q101D7NkbjjW98rXk62dXFhqW7w7yNg56fSSzW2xZ5fc50mzdlW3r28wm2zy9Z6W2f2ShJ5yW0LfN4GV0Q4Hjb39W8-DRh817Wm65W1yVz_F74rjNpW7NZ7Mw5-K2FBW4cvjsl6LMKdWW4CpjBD2rJygcf1C1BtK04" 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="Qti6ngQv">
Infrastructure as Code </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3qgz0W8wLKSR6lZ3mjW15_0zm4s8zwkN1HNHd068ZQNW6FX74d3rvpR5W6k6kFL5CvpPxW8pSBCs4LH8vBW4FJWgL3rRQ9rW6RwnX97bzlTkW2SkXB88szHqpW8056P61VXBr3W170Tjc6m24LGW2RFNJC4sh27QW2sPwKq4dfXlKVYQ3GD1v580kW6T0tLp7N4-8HW2WZ52l8mQ1lgW6PQ86d4r6msfW7KbtMP4JN0XFW554Kxl6GbzLYW6hHP1r6B6wBzW1-VzTx95xJh0W5fqkqy6HMtSSW6MB7CH5NnXgMW96JRSn8l2c_VW2gh2NY7v1sjYVsxhxW4W5L7tW4Mt-yG8-vdqkW5pNGFx2CLV6rW6wCwBK6NXPGbf8H2JQb04" 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="+wjtCIDn">
KubeCon: A Terraform Killer Built on Apple's Pkl </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3q7W7DvnBB3xYxTnW8Q2hvr8BKK79W5mjKNn1F0ywzW2wF71p35tZX2N64GwMqLnNhZW4X69nB1GJSQXN8M624ZHWFc9W7rj3494GKmz9W2RkQZp184fsZW4TStqc9k1SvjW1yPzyf6T7NQ8W4JVnT-2gjRffVt5bZw5N0BpRN2_cpq3HMN7SW8qCJhZ3sWFvXMwcF_BqJBbZW2XZHqc3s3bS8W7sGW9V7Sf2Q6W1xqCRB30_cJYW21KSkj8DSVhTW7GrQHH3VNglrW2zsCTT8DHp_WW8VsvhZ5HpR8mW194FkQ3Z-pxrf4hpRzn04" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNzT5nR3bW50kH_H6lZ3krW3KcNyb4rkYvWW1HlYtb5jfzZQW1lslWb7SspMWW7jhxZ32Hf1F3VYRcKL70yvjYW8RwhVM7dLFl_N5H57P7HnXCZW6H4NVp43HnPtW2-ss9P5139rzVSVhjW6j08NSW8LlhH03RKFggW2JZcKl6gzHpCN7F3-20c0PLGW3kTw5M87pC4FW5xJBSN3zGdd2W7JRP_n1tJcmvW3spYwr7Mk0xGW4cJM6f2wV43fW32YrtW1Nw04mW90cYh425mLf2W8yPz705kP8Y1W7fLnt17QxTr0W4tw6P31jLd53W1bFhQ-6cr-YKW7JV-TT8ykGp1W2JV9Cq9b1F36N5rBxgL-lF6kW6-MjYl1SprWnV7H_Tt3B5MfdW8J62NX68GV3jW7YThFD37VxwJW7fTFR06B4sL3f6NzJrl04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="B4YvngJX">
<img src="https://cdn.thenewstack.io/media/2025/04/6d6504ec-rust-programming-image-1-1024x584.jpg" alt="Featued image for: Debian Mandates Rust for APT, Reshaping Ubuntu and Other Linux Distros" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3mFW3m6gcR1_ZSB1W8zQ-Yz8hrMCjW8KJ7Kv6hnRtyVFC1RG1j3pd1N30SyrtcnC4CW4fLhv32nW8MTW1bD_hW7QrDc9W7xbk3f5wbpHfW6lJ3815pP5drW92-xxR2Lf5PYW4zh1v714BcCYN6hJgv6RKs_NW3sRByS70l1yNW2pQyBm5dzF5RW3z4XVK9khdk_W29n8mF7jRQ05W9f74xc4lFWsWW9dD7tR6YTxYWW2SVLrd7Gv7PLW8_WhMj1YgkhxW6V-47z4yRPB3N5DPz7-js-ysW7m9ZzP7bDvQ_W3b5J8m1N_6Ztf1wxgNY04" 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="Ky41RiO0">
Rust </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNzT5nR3bW50kH_H6lZ3nYW6nmTWH48XzmVW7LyMfk5vmzcdVgJq0v4bnTGgW4-F2yt2j11XMN1KgQz6cmKg-W3ZM7N58RKdhkW6DQvf521wH2PW5rgVz75XDhDBN8ZHHbw284GKW646ycL3ln9_YW68msCn3gjwMlW1vN6cW65nk8kN18t_Ryqyx__W7Np6Jp3Px8CmW100sJJ4LDT6bV7jxXl26CY_XVT3b5k6KSsYgW6QkGt17rLYJkW2Cb0VK3LgDSKV8CRKk7HhP_HVH96Y33Y1VdxW34Gv6y1GSNtDW5MzBwH4-V-kHN30H8qv9WV7YW8DXsHS4MwJ2KW7QlZv81zt57VW7-NMY659Gh-NW4M59WJ7040WDW835yfX1hnkDXW44-p4y3XtC13W9d5Q2y5fd5cTW6YKjqH16mKVrdQvC_Y04" 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="3oVIIkOn">
Debian Mandates Rust for APT, Reshaping Ubuntu and Other Linux Distros </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3psW5Hrdjm4FhVNJW5Hy0zC4822y1VV-Xyw7XZKWmW5lNyV287f0l1VdW_441YPZ-2N94cY3DKKFdLW6DrSTH6tJ-c8W2RMdB65m3SncW5HcLTP7dqXGKW1gqG4654ktR4W8Mjrr735z90VW4Zf8cM4LkJttN1XR0ysnSn54W2p33D44_M_tNN3Kl9nFrhz1VW8x_-TB4VsjypW2CdGjF96y5tLN8-zH9NgbkmQW1p6tbg1tQJBRW1Vyq859lz5FTV6XcmV2pY9KnW6fDhGk64cPhWW2Fb4hV2zYCS9W2gHCdY80Q6l_f40r48s04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="R1CcAwNm">Steven J. Vaughan-Nichols</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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3mFW7WRRZV6vTCnCW1vVwxQ58JPwFW1p8m-13JDRcDW3TFZVQ38sKF7W1n9KVj5Dc5HXW7BP16m8C3NQgW4kYM6C4wb410W2RNhsz8Vcs-6W3mm96D7v-CClW7r6sSx6mL6TJW4KFzyy6T2c2CW96tGtj70h8kJW7d-60Y8ggk-xW3tQcy64mlWBsW8y_0L287L6ntW2DR6kf2PhRQ8W3zf0tm1NblGDW5hy0b66VjPQlN3JpVbKMFlzCW7KTqMJ1SWcT-W97HnhP2cn7BhW21vcr-29SFSlW6n4XCd2dWkF-W5rljz86VWZG5W6bc-rZ7N1RBnW86lt633Dfy18W4WR6Z85RH_wWW9kq3tS34v3jTW3R-3694GtGd2N8t43cBgSr8Yf6qHvZq04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="L8185xsD">
<img src="https://cdn.thenewstack.io/media/2025/11/0a69b80e-ai-kubernetes-storage-beyond-limits-1024x576.jpg" alt="Featued image for: How AI Is Pushing Kubernetes Storage Beyond Its Limits" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3p1W7-2nVq9lVq26W1drCfg5sT38QW1f5tC25k-9MHW3G0cd453FP_fW2xwsKP6lrt0yW6NVW_Z7kSR1FW2g6hp31j5pCnW4_m_2x5Hx37PW3fnzhG4-39KJVQ6RkT1BtMMPW8_PBZN2R1MrpW16Zlb_7Ct0J0N5ZRsltkQCzbW6kmlvd684_5TW5VdHcP3-smf9W2mJ2hm4fS5hHKsyFlkz0xW1jb5DB91mbQPW93c4fC6lY8cqW7ypv6f1R0H56W9hZzVF4YfP4MW8PwX_F923RwGW7DD06M6CXHp6W5jN_Nj6Bsxddf8h5Y5204" 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="uUyhVoBh">
AI Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3ltW1JmFyR5hhCv_W107Q261C9Hl4W4jXKqT40bPBNW4vvYtd6PtbzSMY-vwnnJ1S5W6jTD1w8sJBMMW7br6bJ1M77BpW5kbyJK6blrrRW23bQmY3Gk1ktW78GT1X3-VWFTW2RXYnG4J90HRVVQSgd8xzPNbVRSqqj4HfrbNN2Y1_pCf-t4rN2XRGgqt0DnGW12wnJZ1MYhbBN4bshQld0xKwW1kJ93J8gg7FtW3NR2kV8Vv0T7N8jgXr1jY2VdW25hyr08hQNRpW7tHwrj1k1LfVW1NjRv93x8tCHW3vcg15663nf7W4h741v7WrX6NW3QYMBJ5QWQtHW8d5pxr3xxX13VrXf0q1y0c5-VZQzSX8Vt74cW3qbbLv93nsCTf860wml04" 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="N6WY+fLd">
How AI Is Pushing Kubernetes Storage Beyond Its Limits </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3nYW6wZ-074hQ4FzW5Ttzx-1lbbYHW160Tbb1NtLjHW25gFjJ7gMFPzW94vgl06fK20dW2KK2XQ2pKMbZW38J69k65kPcSW7LSqpk3QXgsLW28T-gw2bgb3BW4fQ8Cr1q3P75W7SpV295trzGRV9Js0C87gTwrW6Vsphy7577QzW3-_Wb189_m42MBnvKPkQDwPW4P7ntH6X2Wv5W2WT2S060Pqb0W4SJgdN870cDCN2BxthxwZq7bW1K-jPp7xKqtpW2lDRn65KxJzPVWdJ902qd6-4N2zth5Mhr0CjW8ty9375PQH0zVVGMS290FRPyW3BMWqV7ybPjLf6fGh8x04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="deVjHywr">Ramya Prabhakar</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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3mxW7wKnKM4vBsSnW52v65J53VSkfW3TZjxm44wNT6W7nxTJk4P-VvnW4SG8XR1LXMSFW1tZ5H69dF9_LW3CrZ6P4xvSrFW1H96b_30vx1qVZYMyT1640dKW2wscr_8Dd8Z0M5vS-5Z2GZdW8cjP668FmgMjW1J4THM2z1lXhW8q6S6d2QRvwGW2c1vG-8yLNp_W3FJVkV5R_3dTW5d0m4n9bZTvHW1XVv-L5xvpvbW29VKMl7FHfvVW3JbYb-2G7Q18V9X-lV4mfjbvW24T7qv4lBx71W458t652mBW-kW2MQy-62STkgSW94b1w879bbXtW4HZNb56ZCWCKW7Gy6T28bV58GN6bFHDM3jDkCVChYgL2tH3P-W5DQr0P6g3pYQf589zmg04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="KeS2yzQr">
<img src="https://cdn.thenewstack.io/media/2025/11/2057f679-irvan-smith-cwqg1n1ati0-unsplash-1024x576.jpg" alt="Featued image for: The 4 Ways AI Code Is Breaking Your Repo (And How To Fix It)" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3m-W21WPtb36TyBzW3jmlZ-3_2g3MW4SSQZs8MbB3mW73KPYJ3pQnqlW35gGb887JnQmW4ZXtjs6ljK4QW51dXNs2LC4CfW1CMk055VGNsSW2FMbdq1jXW7XN1LGb_vpGfXkN9hVYSpq6vMrN5LgQg6ksvSwW3TS9Z61ZKkRxW5CZfrr29sn1fW3qZkxP97mkZ_W3mqNrw7dMDNxW9kQMx-4ltd7HW1XmXyJ7jsMPpW7Bp8jj6FrsSNW764mj31GqPvSW72gKWC62mQCQW7BJdTZ8PdqSJW7PCPpV3nNQt-N1yP7tY3c1xBf9djbpb04" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3kyW3_SGjV2rCvDdW2VB5Lg24rYn2W91ZJXs8H1B00W1gR8Vq4vx6TtW8Z-bbP8Pp18RW3v7FSs22nZPFW5p6y3z1_MYGWW5YzVxK3Zv1nmW2mZb-R2M2Vv0N1Ls5nSyfXzLW2zjBsJ9ctMZNN7DNVxV6R1PYW2h50r487qGh-W3t2CPx2BL2GfN1xvDg3rFmN3W5WFy7q22Ls-KVR0mv-2rw1cpW8dbX4x3HPHn7W6ZcjTf6m-VK_W8Zf35K5jtHL-W6PFw4g2z1ktZW7zH74k50PBvNW3L9T1F8TDgqgW3bHGlc8P7yJhW8hXvRC1XNLyyW3FZdGB3nGbR6W40ZJQ23xpZGyW7ZJbgy2XjvzSW3zpLqy2CKR4YW7xQLFS4srq_Xf6vHxJ204" 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="oaeTmmnF">
The 4 Ways AI Code Is Breaking Your Repo (And How To Fix It) </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3lFW8C9WdF6xdtv8W6cHb5j6nYFzKW97X85s4-KsWfW4dRjVw8ND24tW75sPjB5bqvrdW3H-C4G6Z-H-cW15xwf_8zPxl5V_6Jc41XkBwXN5GS9LY_jZz5N33wwc_h00gZW2p4G8S6D74yMW7HqMTR8HlstVW5dZhRv7gq6hBW5NP6lX3jb11_MGNKk5PnjfbW82yD8d8sPXn0W4h3b3Z8hTZ-bW7Sf-nD62N0LQW9hdX715SCpGJW2737SK59zG-fW7hlQww5QgWYkW5ckZ7n271FhQMX-GWbX5sLpW6-Ntkz2BT_ptW7VsRWR4d1JZCN3l8qfQc-7hgdV5NBb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="oJtRTpBu">Laly Bar-Ilan</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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3qgz0W8wLKSR6lZ3lMW1rw6Q81MfSYCW8lyqKB7mrttmW12H-rP1ds9mhN6W3-MtCTsQ8Vw_TvN83Tq3cW96VgLm325YYhW6ldvwW91SK3DW8xmdHn8Ft_GMW33fcMC8rStZSW36klWN3D_VSJN7XgLdX846zxN87lxwjmGxDcW59t78p1h18rJW3QH9Y87TzJb7VtbrT-46dCqcW2j0Frs6_3R_MVrH_dz7-QgJdW6jLMMx2gv3R5W3XkDtq70ZWNbW6-G3Yy1vHYsJW5Z4n33214V1VVRpbFj8nFTrbVxD47V5-YlS7N3vKQhSR07lLW9ftLy59hvc31W23YhzV4_1Wv4W5HkbZK2c047GW5Kf-Sw2V0tW5f2ShRld04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="W3FH8MfY">
<img src="https://cdn.thenewstack.io/media/2025/11/0c7ed4fb-allison-saeng-roanyq5ym74-unsplash-1024x679.jpg" alt="Featued image for: FFmpeg to Google: Fund Us or Stop Sending Bugs" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3mkW5YvkjM6M8kmxW3WN-Rl4nllrhW6Y6C113pdTR8W8d-6rB8bwfcNW69HXvD3YSJL0V-_VX46lHVx6N4rkwvHjPQXPMXHMc_ljBNGW5G9PvK1lmKktW6jqTbh70Sg17V-ypxC7-z1nbW3pNT2h3N7GvpW7zr_rr1_q86GW8T6qXZ4n4ymnW3P2Nnd6jRQMqVCPpTG1R57pmW1_gTvJ4LNll6W4kgk7v3hxJ8MW7TtDlK4WXSQYW1cyV3J7XZZLtN2Fl00sxZ-dZW1ltnFw2ZlVTzW5_K71H7bpvrxW8FP3LT7nKYWSf49L5Rd04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="wJzoBojZ">
Open Source </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3qgz0W8wLKSR6lZ3lYW790-P083djQqW8t3qVg5kwFf0VNf9qJ1fhCdvW6l7Tg96vyHh8W8HWtvG63wnhdW4KL-1N8DZLjqW7xdVBQ3p1b81W7r1cCJ6LMkwHVVLrxc7nJvQdW5qJMpP7wMtb7W6mJLPs8Q1TfKW5qV0XW4XWVCWW6RD-Jz1wMqsnW5B3wWw2qTQFgW5gSr9m7KqfMtW75L4W86bP76vW79whFr4qc10bW1M9SGc4s4sw4W1hTm788wpY2DW6LJV-r4SDp2ZW77YvPx2CmHkfW48r09x3Np8Q-W6N05Fc5BqpgwW5_VHVp2wPJDSW1DXtNd7GNZ_NVkM2Y_2l6-wqW1F-J5f8kmJ66W5cJYQv5wdk7Hf5Y4MPH04" 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="dd0rcYJq">
FFmpeg to Google: Fund Us or Stop Sending Bugs </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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3kCW8dLQgC9cMzRJW556JN16D2RfrW5l1lDN7fZYMQW6Z8NyJ4F1hzKW25Q-nh8gv-2KW8Wy2V61bPrMhW7V_JHm7Q42xBW8vQvzG5DbgK7Vc2RwQ41JfzQW4L14fQ3KPctCW7592RX1YbxswW2k9mtv5Ys3QLW4GhNVf18gnRnW3GwB0S8QjTkZW294B4c3hh1PWW3g4gtn2swFtTW4RBRbL8LszkcW8M3YJf1n57CZW3ql_v_7m0Nz5W6wKV4Q5r1Hf7N65NpY8SmMRfW1CcBwY11xdvNW1zYhFt79BL3XW2qygvz8NXZ5bf2P2MCj04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="nOplOShl">Steven J. Vaughan-Nichols</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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3pnW1ZVTFD2Db2_lW24sgBP2lmBsjW7sFZjb1QHlTcV7wHsw8Qd3CsW10GJ5_8t7QGSW2D-P5k27fCm8W6-7-L39fqdTsN5FCqDKbywRXN8MTgzs_sfD_N7WFMC0H6lp9W3ZdQzr4rqkDbW91fc8M2VVqRhW11141T2bS5bQW3-K8LN40pLG3N6BF9CmDxQ-8W56LrpD8tz25ZW1M6WjQ63Sj3cW1vH4S01QJBcMW6-6THb606S-VW3FxR_c1H3bgCW7ls5cX1jSWTlW7gNc304dYG64W2tR2LQ7jMb4tW1zfngY2nGdwnW6SCTkd7t_5JBW124GYd73NpZMW5TJsgT5Wf74dVPtl8w2TSczCW3xjRrr55wshLW2-HD_36L10mDf7Ml6Jb04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Zz8IehCl">
<img src="https://cdn.thenewstack.io/media/2025/11/c3fa052a-nik-a0imwikw70y-unsplashb-1024x576.jpg" alt="Featued image for: React’s UseEffect Is a Crime Scene Covered in Fingerprints" 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/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3mfVXvdRB2yTFLpN2fJ9Fl-PFPtW7NBwWK34ZvsqW4BwLmZ3GbBBmVgvFZd3230NJVBNltn2JKrXGW3Mgvzh6gd6slW3HF-0h3Mr_qwW4HJS807RSq-KW3fVgqY7YFpYlW3k-_BZ5J-mnPW6wQTlK7tDPlHVqkVj25_1L4SN81FjGvq6QCyW6r221X2tPZVQW3tc0Lc3F50DNW3tHxFz1655CXV43hdC7fF3HJW5fWFL72YHnKRW7_G6-h5d6YPzW5zRzfB6M7x2vW89bDQJ12jPFTW9jzQtM3TFtbzVbG-yN4gxFMlW3XmC4F8yTjczW8y1pPy3xT_j_f1wQXHR04" 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="Nn/Re/k3">
Frontend Development </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3lFW5qvrNh502Fv6W1sDx-15w59R2W9c5wVc2Tp302W95_QQv9gYgFZW1WcRtK89sztSVy27n-5y-8P2W52RZhR868H1-W999qXt8WpLkmN6cghJTQS0K4W28rJyc94xJ-qW5hzQ6h2xxMYjW1VQxFD73wcr9W65hmL94RpsfMW773D8M9gH017W75x4QZ50zBssVDlDn360fK8VW3H0HX54mLR8xN7p5Lx3F025jW5Kwy8G6mtDYzW76qFRp5_tb2hW5TNZJJ1fGD5_W3w3nJm4M5HPQW2j6fhw2fTdLFW3pc7CM8y8PZkW40MVqr4NRx3_W4-RMVX6p8JzNW486LDc60NfZpW8JwfCg6CWt6ZW7KyWgr6N74-zV2R0sx8Jy0j_f2fSyJq04" 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="Ar0ad3lt">
React’s UseEffect Is a Crime Scene Covered in Fingerprints </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCl3qgz0W7Y8-PT6lZ3pwW7BCXWJ1b5tRbN4B6TWVjPh4mVpt8Hx237Lv9W4gWVkZ6cNJC6W8Z6pcV2k2VqrW2MHrqt2-J5yKW3hT9Pn6pNw4RW4BnwYr5NHHT3N84xfBh25JlpW8Z0VLS1d22ncW4HyX9g6Nq6WwW7FYhHF1ql4jtW1Hs0Fp7Hmg4KW2mx_Cr2HWdlCW1lTr-q57YgtqW7Q8d565PJDyBW8wnmWZ8DGmwYW74jCw02FzgrCVmJgsB2757qJW4wkQn_7mHmZJW6JN7j938D3vJVPNN5948NK_wW90RJNV4YqnG9W8cY9CD1BHn10W8N-YD79f8FGdW830Rpq8LRJYpf77t1_604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="L9HrdM+G">Alexander T. Williams</a>
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</td>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3lDW61HQH15QJ3LXW5sQ1r95t38CPW23HRs45wPbhmN4rddf5NQBKVW2_H81B5Hd0ltW8vJLKF3GfK5vW7f0JDw6lBGSJN1z_3t0VSS2LW8Dx7jT5L671GN8MD6MCLhJFxN3Z00nDjgkMPW89fpxq65RKqwW1xq59t1TS7J-W4_T5983-7h4jW3xZ8N-4wrCXXW31vn0w8NqtMhW3MhZvd5pvMWGW51RmZk1kXDMdW23CJqh3Lfds3N2btBMcfVMZPW3_pXBP616f_yVFTdtn2nY9CbW3j1vjT982YmMW6pxQDC5WxlSdN8nTzJfr03zKW7Cg6G02L9rkqW1LDRsC1cLrCnW1Vpf848C5SHdW4G0pX693WV3mW6lXNQh2lGC6lf2gY4W004" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="45vA3IZu">
<img src="https://cdn.thenewstack.io/media/2025/11/36f9288f-akuity-1024x768.png" alt="Featued image for: KubeCon: Akuity Reduces Kubernetes Guesswork With AI" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3q6W1qBdRl5r3xCzVVddQG1f6wrXW6n1VK68XzVXgW7ZgpG-96zTbPVmWgzT5mX2n7W6dj02v4DhyKbW4K78J83F94Z9N1W8sWFkpb_ZW5yP7w318QG1SW40Cv6M2ymBZ_W8-mlTs5ktFGzW6PSPSJ7m6L53W691W2T3TZ_C_W7d-Pkx3N-YZSVjKCy19gWr2jW83lVv_3LVllmW5Nwj5L155R9GW3gyZdR490-q6W5vdkHp8sCHlbN33_ytP77R2nW6QnJWl8XR3HfW5BWb4k9fNY5tW5btPzF50kn4GW305f824fM_FBf57r6bn04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="IQKX3GsV">
Operations </a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3qgz0W95jsWP6lZ3lSW7D4SRD8w_wSKN1mQfyPL0bwKW3tWMQQ6KkPbZVp-WQv807r5DN2tM39dX4W2mW7C1FG-8-_wjZW2QCt5P7tTf6wW574WrC6mY4wzW2-wyNt12zGfkW3ymwfs5v3fXRW5BL1qR7xtWMBW2m2rHC6xkM8CW5MjQd67HwrTYW8RsnBC7dtw2FW9dCQl152Sz50W2220Vr8Ft-0WW3hRfMG96nYrtW6cdsRZ8QfT1dW2rBvk12r5xXLW7TKpDR3mc2qQN8f1zsZynFFWW7FVX5D2JnGMGW87-TlM75Ql4-W3ksST-6Zt5wsW6Fy4V94mDtv3W1DtM5n8JW6rsW6m6db83xTtK7N37GLrJPmkN5W4VvjCW7Fxd7XW6WdyWr81Rkr9f6D3fnx04" 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="M/LziA15">
KubeCon: Akuity Reduces Kubernetes Guesswork With AI </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNC23qgz0W7lCdLW6lZ3mlW6cqhqb63hJz2W5c9PvL4jCbpZW4WWcFK96brWvW5RBDly7d7ThWW8jLsb-76m7TmW6znnYX5S1wltW2cz1YS8LgQsMN3whxqrMZSDWW7p2SnT6tntWzW5hvljH1G4qjsW20jkBd7DhQrWW7sBjyf7MVG12W289J_-1M9bYfW225QNY3Lr2tmW3Gq6jb58ZXyNN69JR9f28z5kW61P_t-866m-jW1jRlpK8J7Z7tW60ysPb6tt-25W7lKHzD726BKpW80Sfst3L5RL0W1dTwtX62VJs9W48NgWN89dyF1W7fnM9n229JBDf4mB--C04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="WEEW5M21">Joab Jackson</a>
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<h1 style="font-size:24px; line-height:1.1">Upcoming Webinar: Kafka at Scale</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3hCZYW95jsWP6lZ3pZVQ8bxt2RzWhZW8vyZnN6HCt84W3ghnS71Jx9sfW5Dj5Vj6gp2vnW1kXFqZ57mwxRW3W0PSZ7Ztx_jMQSm-VJ246pW2q0Sc-3xW8zNW2jsC4X2MYHj8W1ZBjh48HN1xhN1S2Bg615Xh1W72FzGm57xt4jN2YQcWvL3zQDW6Z__Ls3k6ZjbN231ZBPxPzqmW6_5BNf6PQ141W2nzwBl39Dk6dMqv78dl_JmtW5VvRNl7Kt_T9VQcpF56QC7H7W5yCRxQ3bGcdDW6k2brY7M52pcW6sQQ2v60K_k-W7MMTzL4l7VH9W51ZbdD886ZRqV5qf6M1rvz15W1Jw1_31LCDllW7XY3JF15YbLJW8VV2VZ5g6VsrN2q_SrqNx8Tff4MH5ST04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="jFgKuHRA">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2025/11/59954062-aiven_webinar_nov25_learn_16x9.png" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3hCZYW95jsWP6lZ3mcW6Dfszn2CcY3XW3fQhG14sKZ32W9hv2VY91VMWdW5cpPyY4KWWgWW6KqpP32-49ZBW7gvhqv4V6_RbW96R6B94cXbxLW79p8KH6R3Gn0W5l7DKd1md2KPW8fGmKN4jDlWVN32ndMB_9sQ2W2y0SHh8VVB73W4Q9Cgd1J6sXxW75qpck7Skq1wVmfChS40PPMPW5qNC5N5HCwhxW6x8KvJ6tD0W8N8gCR67xKJ9YW1LB1Tt85NbPxW4gZTyN2tg-fgW3SWrHt4s1k1KMZjxvxVXX9hW91WT4k5TVY_GW320F-Q1C2cdyW8_vRQ-6K5yDLW6xStms2jBX57W8-VLQY57Wz6NW7rlG2g2DDHFDW72pRnP74V7GpW5hLB9t5YVwk9d9WCRM04" class="byline" target="_blank" style="text-decoration:none; margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a" data-hs-link-id="1" data-hs-link-id-v2="AmKupV5q">
From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2023/10/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<p style="margin-bottom: 1em; ">Join us on November 20 to explore <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3hCZYW95jsWP6lZ3mtW3vDRxx6FKtQnF3PFYHq8N-CW4xHkGT66b2G0W3jY88_3XZ0QZW6jsp7S5-h0mxVVyb9p7w1FrlW3Mr1297Qgk3vN5MhwtP5G2rLTXs0X3jqjRFW3FsjjR2rMCTQW9fmdSc2tGp3rW4kHWTL8v5_ylW8nGHxC7KNfqtW7m31MG62DcMYW7QhTG_43JxPKV-fGcF7bBYJpW6pYPh67nm0DwW5G2gmb3WRv7bW1KQPHz7JHvDTW7cbJMd5lN7BTW2hN07T5smtKGW6qvMFM8SXM1wW4njqjt7Brws2VJSvtG86_Hg2W6jbQ_P6RV4zgW6FgYcx1lHyJcW7f4Zft3nP0j2N6lDb9MgzDnkW8f_THz3G1vXjW5wgB9c51LcSTf5RC0tv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="pwpiE5ok" target="_blank">how leading companies are using Kafka</a> to deliver real business impact. As a bonus, Aiven will be offering a $20 eGift card to anyone who attends and participates in the survey.</p>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCY3hCZYW95jsWP6lZ3nRW4hcpP04jHmYRW5s4q0_6nPs_yW3jjq6314mFzFVWKTTN1VsBk_W64VCv390Ys27W9hnfmb30hJS4N7zdDkNWbR4mW5Njqzx5TB_PqW63KgZ52NjB2NW513zrM1yVRp9W3KWGp27tfgf2VnMS_0102tQsW3vM4mS73gWdwW263WvX4cHTM3W92gjJP69bm6vW9b5zCt6_dyDyW5yy9-63nYN87W6wJzl_48GMr5W4V6-l15fX3fTW116R092WP9TMW97552G1NwVprW6Xr3bF4sDZtDW2PZ4Wj4KyYR0W3b32x51cnCgMW6spvgZ3yJgFdW505q8B4w0HwdW5v39mp69dvgNW8n8-_L8G4JxxW68Yr7D6zyXgCW23zvxv2l-ZtDf6rw0NF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="JAqFsTbH" target="_blank">
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REGISTER TODAY </div>
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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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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3hCZYW8wLKSR6lZ3ltW21H00d4Q5L-TW4nhJ9m7wBzz3W7gvvcr6rnb0wW6Zx24P19B3PdW5j7-Nv8GJvq3Vrl3lV3td5pTW2__CKR26wxVmW1LbvFb7sZ3ymW4Zq-s_5HwTyGW5wF7Rh3m8nNyW58kc8G5bk-5LW2DKMGz3_6gq2W9g1Mdt5C46lmW4TpDH76NmGkGW20p4BG8GNvchW2BgNdl7ffJjKW8qTVTJ5R3RmSW3bTTvT121bNhW9csjwW5GVtPMW6sbLBP4Wpsr8W5sdQN48QCpYWW5vtTNq8_MV8sW69y4Rt36NxxVN78SS7CGZLf_Vys4Jv7ld4n8W72FNV71K7J1wN1QZvGmbFh_SW3nl8kn4FsWd4f1Dh0ss04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="4403R6EJ">
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Look: How Thrivability ROI Tackles the Cognitive Load Crisis </div>
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A new model for the AI era focuses on minimizing complexity and maximizing developer effectiveness to drive sustainable innovation. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNCF3hCZYW8wLKSR6lZ3pFW1HWJbb5cfFNLW3_z63h5chX5hW3hWKrV4ZyV3qW6NcvWT7cDz-3W85Hq7h37GsMbW7cyz7H6Lg6dmW2SGLlF6Q6hkBW7-wQ771nB0BRN2B3ywM6vW-jW3GQyMb8ypqVmW72D3Rj8_PX_CW2WPKX12CFQ8hW6CRNQf13DZ5NW4QfmjL4jCGKSW618p6p8g97RVW1X3Mv74Sf-F1W2XY7nk4bPNYRW44T5wK2bf9PdW1nlPdr3hJF9kN19V8SfDGrRBW7lY82P3j3hV1VlFKJJ7YzGj7N8xm7Yp1ypRBN1v-k7_Jyn5sW7mFblJ4KYrX2W8kHTZG5qTSJ5V6HXBH6knCxrW312Kp22Fn4pNdxHLq004" 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="KfwK3Y3D">
Take a Look
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNzT5g8t6W50kH_H6lZ3mzVFpf5L103fypW22bg268bPpyBW1qWlk13Gs-WlW2KQyGB5dDw_dW348S464ndBM5W7HHTzy6dV4_5VZ9Q-97GbGrQW1QbphZ482VJtW23NVQK7L4JpJW6Js9Dg6-TcnTV3d_7s1qZ7fVW7BcDy07MFxXDW9hdj-38_CFWWW6QwhKn1bYfFRVhtnW23fMqx4VCjYKB6Vb1fqW908Gtf7HzWPfW13F-Dq84Fz6HVjBmWF1smbvGW6MmZYB5ZcrN0W2XlqDQ5VBRV0N55g-jgKRFlXW48qpPf62Pc-BN7FsvSfT_Rl7W7Yt7Ck8cKnH8W5j-Ny450r8HlW7bhN5675lTJbW7R_CTN6qn9GsW1VrkHC4PSy_tW8m0J6D4_tWWJVSDHZz8DZ_s4N3xL5Vt40N9tf4_ryqj04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="pf51Kywb">
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Watch On-Demand: AI Observability Webinar </div>
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This insightful webinar explores how AI-powered observability transforms the developer experience from a friction-filled to a flow-driven one. Catch up on the practical insights and unlock developer productivity today! </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVWsc03PsRb2V3rpPs5629QxW9fbdmV5FQ22hN31NNzT5g8t6W50kH_H6lZ3mvW13tfsC5hG-qvW5b7K815X0L_sW6hn2Pj4PWmF9W5pdyXz2s0qCmW6DVbZP92gCDyW7VwttX438RwyW4x5GjX6J6nn6N7pT3NLwkwH-W89y_Tt5lC81nW6yVp3G4Vfw4wW33YyP52NJ4k9W1dcQbx36dRyQW1C5dZT7qTvYxW6Dnk_N5h9lNJW5fDgZZ6_1C37W98KY637CB2N2W1FpYGB2hR-pBN6ztmrXX972cW6XML-b2ZDTMhW3bdbTZ6m72wXW7XRqnW1Df-9CW7yRLMt3T58ZfW3M-xdr4fjbljW2xqVpv4MHsGFW1_rf843Wv0d3VTNKXN60M9VtW4c7gx32TL185N2Z0mPqCDbTGW1zhc5z18gqDNW43bfCM8R0mjKW4bNYfX3zH0nTW1vq19874zKs4f4qTM0W04" 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="Lm6mLw65">
Catch the Replay
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Trending Now: Microsoft TypeScript Devs Explain Why They Chose Go Over Rust, C# </div>
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Microsoft's Anders Hejlsberg explained that Go was chosen for its TypeScript compiler port because of its native code, garbage collection, and excellent control over memory and data layout. </div>
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