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Subject: TNS Daily | November 10
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Subject: TNS Daily | November 10
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KubeCon: VCluster Labs Unveils AI Tenancy
November 10, 2025
KubeCon: VCluster Labs Unveils AI Tenancy
KubeCon kicked off today in Atlanta, where VCluster Labs will demo its new Infrastructure Tenancy Platform for AI. TNS Senior Editor Joab Jackson reports the platform is a specialized Kubernetes distribution designed to maximize GPU efficiency and provide cloud-like flexible tenancy for private Nvidia AI systems. Find out more about the platform, which uses vCluster technology to carve secure “virtual clusters” from one large cluster (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3gP0xW7Y8-PT6lZ3nTW18sY9T1ZbXVNW4jsWps3cMRRhW2ds6fw63h4W8W382Btp6tkCFpW5rXzfz4CX0vHW8wX6hD8xLWppW1qZnDS8krTtpW3nz9pV79bk4qW2mJxFb2nPVJKM93HQnhP5VtV4brhZ5Dh__JW7ZhG-t97kRhPW4lrpQ_53YRCBW8yXxpd35136dW6YWlxk4xSRZWN32F0JVCr6kXW3bPw2V8dXj3TVkNftV4NsSFdW6mLGjP1M4d5VW3RFWJw1t0wZYW5Drm0F2-LH7hVQFKWd6hzqMZW7KG3TP3xy8t0W2-vkRW7fjnZ7N5QKBx9pcJjHN2Ws4DT9QzZVf6lstk604 ) .
In other tech news we’re following this week:
- VPN software provider Tailscale plans to expand its reach into the enterprise Kubernetes market by bringing on Kubernetes pioneer Joe Beda as an advisor. The company is also launching several new Kubernetes-specific networking features, reports TNS Senior Editor Joab Jackson. Joab outlines all the ways company is enhancing its WireGuard foundation to simplify complex Kubernetes networking scenarios (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3gP0xW7Y8-PT6lZ3kNW2ZtpB3481H12W5B817R3YmbkcW3PtvZY4QrgwlW8C1b4d9dV5B6W2mh4DX5zZDGmW717y4R4mfN4tW8TMkfc70WgkXW7Yf_z94Ys1QTW1DsKBW5NDXJ4W4BhPj78r1Py6W3-Wb448LVRn2W7N5G5x7z0Yx-W3qS6GB6Hv86CW3RbCrZ3GrfyGW95dWQJ7hkyJ0W57k73_1Dbw4YW6g7gMx2Pn6tPW61lQkY8j0q6fW6wHWb76tX3cYW5T1_Wd5v9W7MW4cBVh25pL5SsW8LYZVX8jz4BMW5YKjjR2ZdypWW3rTVpk8NpQGpW53Rckb2wk4S5VyqXCv16hgf3f5fccPC04 ) .
- SAP is pursuing an “openness” strategy at its TechEd 2025 event, reports TNS Senior Editor for AI Frederic Lardinois. He reports that SAP is moving beyond traditional open source contributions to focus on building an open data and developer ecosystem. Frederic explains the steps SAP is taking to position itself to be a flexible platform in the evolving enterprise AI landscape (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3gP0xW7Y8-PT6lZ3m-W61xdjl571-rXV1BRjp1VpYsbV-WcYj6vvsYjW7cSdcc1RD2p5W1mm8Hn1Gf007W37ncSg1xrfWJW54ZP0j17fwX-N5Q-CzHVzGGRW7Pcn5Q3JJs0DW16BJQm6yPhfrW82Zj1x6sPhf6W6BM8Kf1P85dlW9kPS1-42wTCcW6Yhp285y-3SDW26G1T93XvxHbN6Pp4Pcq1ZtYN28yFh2YGz8HW28CZpm7b8-cKW9lx9kB8cWnGKW198mYq2MhkW1W6JHsLz5_gKLtVZPMY08XbZy0W3N-Sws4_TY9zW6s8KYL5f1dRSVLVrT46g-4dLW2ffnvV7C9kFPf1zPrNT04 ) .
TOP OF THE STACK
Exploring RTEB, a New Benchmark To Evaluate Embedding Models
Featued image for: Exploring RTEB, a New Benchmark To Evaluate Embedding Models (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3ppW3PykL91Ts9rKW3Svg264M0bp4W5pJWNZ5tZKW5N8_mylvz1jslW1yjjgR7F2gtYW81hKqr4xlXzzW4htcc_3BrTr0W94CxsK8X2P8hW40xF1S81lrNwW9dJXQv8JblGVVMlNzj6mt3NFW6Rmjz17SW0YVW3qBt9V3xczsQW50CtJh2Y2GDrW1r57f413lFKDW6zDGPg6xGyBFVYQStp1ppTrgW3313v72PqGzkW7C1rYF3s3d_fW2S5QlS3pp9JMW5T6sSp1ptLvlMDq_hl-mfY6W7V3TJw7db37_W8c5Y0d59cdPjW4drw_V8MM2_tW89pS9z7FnwStW6qmjt55xlpKDW1K6fHt6gWdpTf6F60mg04 )
Retrieval Embedding Benchmark focuses on real retrieval tasks with both open and private data sets, making it accurate and practical for evaluating models.
With the rise of large language models (LLMs), our exposure to benchmarks — not to mention the sheer number and variety of them — has surged. Given the opaque nature of LLMs and other AI systems, benchmarks have become the standard way to compare their performance.
These are standardized tests or data sets that evaluate how well models perform on specific tasks. As a result, every new model...
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: How Distributed Databases Power Developer Platforms at Scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3mQN83ZvM39nbCTW6BQPy06txJ5NW310DBM2VDrygVvf9cN6dGqt2N2BdyBZVQ3HxW12ZxtP1vTrG7LMdTChYdJWW5VSzgY4g2Q_YW395jNd35bGPhF3cX9cSF-p_N5BM2hwGp1c3W1j_GR98Hh-ShW93HSVw8QSgLmW8srLRx5nHvcKW3921DB7syL1vW7Nnkgk8FSyphW79SH0K7JxkcXW8tffQm20v0tPW6QDgss4mybKdW1xyN7K5LVmJPVxHrg52sCfLwW7VKWSN3Yyj6PW59PBSn99SypWW3vLn7H1XS1lcVTc9mw3B2CDVW7mrtsq5rdFYkW6pLQNK8D53smW1YCT958jlDbGW82dvvs66_vvDN3X8j-p3tLXvf5tKJpz04 )
How Distributed Databases Power Developer Platforms at Scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3mQN83ZvM39nbCTW6BQPy06txJ5NW310DBM2VDrygVvf9cN6dGqt2N2BdyBZVQ3HxW12ZxtP1vTrG7LMdTChYdJWW5VSzgY4g2Q_YW395jNd35bGPhF3cX9cSF-p_N5BM2hwGp1c3W1j_GR98Hh-ShW93HSVw8QSgLmW8srLRx5nHvcKW3921DB7syL1vW7Nnkgk8FSyphW79SH0K7JxkcXW8tffQm20v0tPW6QDgss4mybKdW1xyN7K5LVmJPVxHrg52sCfLwW7VKWSN3Yyj6PW59PBSn99SypWW3vLn7H1XS1lcVTc9mw3B2CDVW7mrtsq5rdFYkW6pLQNK8D53smW1YCT958jlDbGW82dvvs66_vvDN3X8j-p3tLXvf5tKJpz04 )
Featued image for: The LLM Flywheel Effect: AI That Writes and Tests Documentation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3ptW1bpSGK7Byb98W7MnQj15d_WnBW6fkBfN7WJpXKVnryYw2Bc-NKW7KrjL26-q4y_W5CsJl39ft9mrW9flFfb1LCdClN3ZmGQqThppvVLhy9b6-48VWN7z9_LhWz39kVZ-FLW6xkDB3W8hbJp8257gBFW8fp1Zn8nv-XtW6Lx9nM4lqZ_pW76QW4Y1xXtjFN1pRwFnRJ58GW8SjXRh6Y62fzW5JcLc7971j4LW8RMFsL3V7Bp7N3V49Dbl9pzsW8Q87Pd6TtYQbW5jnK3Q8Z_2F0W5DShWF5Y2FfZW9d3b5M5bsJ97W7pcb3C6NSYVtW3jMqwt5nwbr_W5GdM2T3T77m2N4CTw_3dGH8_W3FqrDs7KMPfPW54KM712ClGZDf5QCbXY04 )
The LLM Flywheel Effect: AI That Writes and Tests Documentation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3ptW1bpSGK7Byb98W7MnQj15d_WnBW6fkBfN7WJpXKVnryYw2Bc-NKW7KrjL26-q4y_W5CsJl39ft9mrW9flFfb1LCdClN3ZmGQqThppvVLhy9b6-48VWN7z9_LhWz39kVZ-FLW6xkDB3W8hbJp8257gBFW8fp1Zn8nv-XtW6Lx9nM4lqZ_pW76QW4Y1xXtjFN1pRwFnRJ58GW8SjXRh6Y62fzW5JcLc7971j4LW8RMFsL3V7Bp7N3V49Dbl9pzsW8Q87Pd6TtYQbW5jnK3Q8Z_2F0W5DShWF5Y2FfZW9d3b5M5bsJ97W7pcb3C6NSYVtW3jMqwt5nwbr_W5GdM2T3T77m2N4CTw_3dGH8_W3FqrDs7KMPfPW54KM712ClGZDf5QCbXY04 )
Featued image for: Why SAP Is Opening Up Its Data and Developer Ecosystems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3pxW88YkqP8RthL7W3H04zh4hxwj_N2Rzr1hNd8wfW4pmx6b8sJZkgVBS_QP4V-pGPW4MpGyn26J-fwW5p_dvL2Cq2TvW7cPDx04KLt3DW7mrJQg9l8qxxW41y1Pr3LL-RfVNhqdh3-L_Z7W5Qby7b4K1CTNW71-xrq8KBhSvN6HYbx0J3cD-W46dHRG4-ctGCVR02rJ626Lg_W2cR1L31SRqKZW5SypQM2rLw52N7gchf7B1Z6sW4ZkWYy3xc1yYW1q8nzG7q2vKSW17fJ8z3RwC3_W40r8975B_h2pW74fng040WCl7W29df0g55GXTCVMYjxD6Fnll7Vr_Cyn7Bw8sQW4Q_y1q6SWYdJdx0tpg04 )
Why SAP Is Opening Up Its Data and Developer Ecosystems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3pxW88YkqP8RthL7W3H04zh4hxwj_N2Rzr1hNd8wfW4pmx6b8sJZkgVBS_QP4V-pGPW4MpGyn26J-fwW5p_dvL2Cq2TvW7cPDx04KLt3DW7mrJQg9l8qxxW41y1Pr3LL-RfVNhqdh3-L_Z7W5Qby7b4K1CTNW71-xrq8KBhSvN6HYbx0J3cD-W46dHRG4-ctGCVR02rJ626Lg_W2cR1L31SRqKZW5SypQM2rLw52N7gchf7B1Z6sW4ZkWYy3xc1yYW1q8nzG7q2vKSW17fJ8z3RwC3_W40r8975B_h2pW74fng040WCl7W29df0g55GXTCVMYjxD6Fnll7Vr_Cyn7Bw8sQW4Q_y1q6SWYdJdx0tpg04 )
Featued image for: Kubecon: VCluster’s K8s Platform to Manage GPUs as a Service (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3kzW2yzwLz60zzsrW5wc7TF7MpgjmW14msrQ3Tw54KW2pfjZ080QCptW6g01cf8sJk3-W6wWlp82jt9qNMwxmzF1pXNpW36w5lc1SvYSNW7k534g2tpMT1W93_Bp85jvn52W2sv1JY6ljHmJN3GXLss3TxWmW920XjH4ndNJwW4R253_23Mc7YW5_Zk4W6MnbB1W572nTQ5Zws0lW1NP-3D5QrHwDW7g3zGF2j2pBsW4NdMtn132h3XW8WkxtZ2GrPR8VgfnJP6179G5W7mgp5y4GsMs2W8gb6tY9g4VZlW6yJtST769C20W72xbxK1hbpmpW7tsrVg20GpXTW4YK2kF62rLz5W65t7mg2FXZxnf6dx6m604 )
Kubecon: VCluster's K8s Platform to Manage GPUs as a Service (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3kzW2yzwLz60zzsrW5wc7TF7MpgjmW14msrQ3Tw54KW2pfjZ080QCptW6g01cf8sJk3-W6wWlp82jt9qNMwxmzF1pXNpW36w5lc1SvYSNW7k534g2tpMT1W93_Bp85jvn52W2sv1JY6ljHmJN3GXLss3TxWmW920XjH4ndNJwW4R253_23Mc7YW5_Zk4W6MnbB1W572nTQ5Zws0lW1NP-3D5QrHwDW7g3zGF2j2pBsW4NdMtn132h3XW8WkxtZ2GrPR8VgfnJP6179G5W7mgp5y4GsMs2W8gb6tY9g4VZlW6yJtST769C20W72xbxK1hbpmpW7tsrVg20GpXTW4YK2kF62rLz5W65t7mg2FXZxnf6dx6m604 )
Featued image for: Go Beyond DevOps With Autonomous Full-Stack Optimization (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3q2W71ll1x6F-lnxW907-xt57P1YKW4dQD7n5p6ZsTW3DD7NC1xG5t_VKHyJS7BSGyxW5g948s519wY2W8yNY8F6StwM-W51dKq23JF0xpW6VD0JW7RJ8C9W5ZxKP45-sdk2W1Vx3YC3X5cHxW4W0zfW4L-YXlVDy07t6Dk1GxW8p9fPd5WXFN-W8bs6-f4cm_y2W3Frg568-RqfPW5TQmhk3qDJnZVtq74G59gPX0W2rlBLZ620bP0W5fwH5D3MP8D5MMT3YqkCDKKW64mYv16hPt1qVZqW4H9gP8hwW7mB-FC9ftzbtN5-VxmNlF8cQW5rvTvx7lPlhsW8TYMTd3DMvRqW3Q3S_n3mggBLf3cym0d04 )
Go Beyond DevOps With Autonomous Full-Stack Optimization (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3q2W71ll1x6F-lnxW907-xt57P1YKW4dQD7n5p6ZsTW3DD7NC1xG5t_VKHyJS7BSGyxW5g948s519wY2W8yNY8F6StwM-W51dKq23JF0xpW6VD0JW7RJ8C9W5ZxKP45-sdk2W1Vx3YC3X5cHxW4W0zfW4L-YXlVDy07t6Dk1GxW8p9fPd5WXFN-W8bs6-f4cm_y2W3Frg568-RqfPW5TQmhk3qDJnZVtq74G59gPX0W2rlBLZ620bP0W5fwH5D3MP8D5MMT3YqkCDKKW64mYv16hPt1qVZqW4H9gP8hwW7mB-FC9ftzbtN5-VxmNlF8cQW5rvTvx7lPlhsW8TYMTd3DMvRqW3Q3S_n3mggBLf3cym0d04 )
Featued image for: Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3mDW1dGV_V3G05gnW4vKVm85DbDnYW8bcGrB63cZTnW4ss2tf6kJ9sFW6BDfgc7rHnJrW6GS0m75qtkn5W2SczTv8td_s8W2Z_JMl2BVmC1MzJlW33h-ddW5tfJVb4Wrxn-W5yDRXy959SV0W8xZxZh6Pf9brVchMWh1zZPHBW2dnDjQ8P4SX6W22L_3j4gwX8rW86G3FR4v0p0CN3RXLz0Pl1tRN88bzNv7mFsMW93BN8K2sf2F5N8ddMJScgQMjW3pZGhY6prCjtW4D40Gh4-StltW5kCywh47BdKyW1NNX6m6rK8H5W46C0dl9hkymcVqNzFR2xdsGTW7B7jjn6FtmnLW3QmHg572c9LKVl8h0S1jYdpQW7nRgbw4gYxgBf1VTCCC04 )
Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3mDW1dGV_V3G05gnW4vKVm85DbDnYW8bcGrB63cZTnW4ss2tf6kJ9sFW6BDfgc7rHnJrW6GS0m75qtkn5W2SczTv8td_s8W2Z_JMl2BVmC1MzJlW33h-ddW5tfJVb4Wrxn-W5yDRXy959SV0W8xZxZh6Pf9brVchMWh1zZPHBW2dnDjQ8P4SX6W22L_3j4gwX8rW86G3FR4v0p0CN3RXLz0Pl1tRN88bzNv7mFsMW93BN8K2sf2F5N8ddMJScgQMjW3pZGhY6prCjtW4D40Gh4-StltW5kCywh47BdKyW1NNX6m6rK8H5W46C0dl9hkymcVqNzFR2xdsGTW7B7jjn6FtmnLW3QmHg572c9LKVl8h0S1jYdpQW7nRgbw4gYxgBf1VTCCC04 )
Featued image for: Tailscale Welcomes Kubernetes Co-Founder Joe Beda as Advisor (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3q3W3zsXMX3_6Q7NVJv9W_6KyZkPW5q_zZK4ZCWf4W1MDQbq51lBVqN16J4sDMtltGW3HGC142GYGmnW67KTnW27Yk2XW7HRD-H47FyY2W9bF5kH6g7DjWW7v9G4_5zrCwvW51HprF9ddTsjVHjzH088KTH3N6qnL6DgdSvqW1f9Ypl4QzNVhVr8_3N5L90N4W71ynfB5fZ-7SN62d9CLn0lSGVYWtqS7qsTRbW1F6Vgd7qCd05W6WkVRN2sdJlmW5_8BfF7KZs8XW1RjK6n3SkhYsW6FkqvC1vj24kVlksHy4pXtc4W1v8zLQ4dbKT-W7ZJkp12sBywpW8jpsq_5ScVJMW1BFZgb419m2zW4ctB9l83C9tnW3FpvFl55RbQff3rfsNY04 )
Tailscale Welcomes Kubernetes Co-Founder Joe Beda as Advisor (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3q3W3zsXMX3_6Q7NVJv9W_6KyZkPW5q_zZK4ZCWf4W1MDQbq51lBVqN16J4sDMtltGW3HGC142GYGmnW67KTnW27Yk2XW7HRD-H47FyY2W9bF5kH6g7DjWW7v9G4_5zrCwvW51HprF9ddTsjVHjzH088KTH3N6qnL6DgdSvqW1f9Ypl4QzNVhVr8_3N5L90N4W71ynfB5fZ-7SN62d9CLn0lSGVYWtqS7qsTRbW1F6Vgd7qCd05W6WkVRN2sdJlmW5_8BfF7KZs8XW1RjK6n3SkhYsW6FkqvC1vj24kVlksHy4pXtc4W1v8zLQ4dbKT-W7ZJkp12sBywpW8jpsq_5ScVJMW1BFZgb419m2zW4ctB9l83C9tnW3FpvFl55RbQff3rfsNY04 )
Featued image for: Unix: OpenSolaris Lives on in This OpenIndiana Fork (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3kxW2dm8gV69PRzHW99LyVN1ps-ZyW3xNLxX54ys5yW94j6Cd6wQ-RsV5PLsJ4wfPwVW1BpFw23bZ4ZwW81dB8y4RTHXdW22Q6MH6G_-yVW6KhHS58__4rFW6VhPm064KQLhW8YmyC_3VfQ3FW1fvRTR44MLTpVWccq-18tbF7W2fL5Tw9fkPdxW4Nrw997k26v0N7pHyx6bWv-QW5c5pPK1Dn5pwW6fQMw38pVg_HW5s6JDQ4yYcMDW3-hNB18MmpJ4W4Jdmh54p0BLgW2GYj9376kgPyW2spWF27fNg4yW8tgsNg1VcjBQW4gPsG81H6k1LW6YvPc72dYkSbW5Bqt0M5DFD6KW8tKPX84lP7lbf10K42n04 )
Unix: OpenSolaris Lives on in This OpenIndiana Fork (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3kxW2dm8gV69PRzHW99LyVN1ps-ZyW3xNLxX54ys5yW94j6Cd6wQ-RsV5PLsJ4wfPwVW1BpFw23bZ4ZwW81dB8y4RTHXdW22Q6MH6G_-yVW6KhHS58__4rFW6VhPm064KQLhW8YmyC_3VfQ3FW1fvRTR44MLTpVWccq-18tbF7W2fL5Tw9fkPdxW4Nrw997k26v0N7pHyx6bWv-QW5c5pPK1Dn5pwW6fQMw38pVg_HW5s6JDQ4yYcMDW3-hNB18MmpJ4W4Jdmh54p0BLgW2GYj9376kgPyW2spWF27fNg4yW8tgsNg1VcjBQW4gPsG81H6k1LW6YvPc72dYkSbW5Bqt0M5DFD6KW8tKPX84lP7lbf10K42n04 )
Featued image for: PSF Gets a Donor Surge After Rejecting Anti-DEI Federal Grant (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3p0W10_NFg1zxyLnW7JLl8T7TvRXDW8sFpXF4YRYXcW6Vrn-654gXFlW3Wy9h87cVbQJW1Wrgn040Qs2JVXMWxd11VrXWW6v0Z7N4QT0khW8bbxWB4WNVRtW9j3TVG4Pmfs-N30BFbfs67S2W8WQH-S67c42cF2yD_DkFYQ8W5c5KBR2nNxPsW2VW3YK91Zn_JN8YmNqHPFKMhW7_vKWz7S3QqGN24ybCZCRCkYW1B6t4x69P_l2W7dPL2D3_fWFlW2qckjt75sS8CMYJlCY19l0rW1z_kR15bMpm7W95Tm2-49T-KHW1gYnr61lNH8rW5WB7zS2Kxg9LN1cmX-__jjgGW2WFVJR90Kk2ZW5Jm3YP3608l-MyjT2jt756Df1lWmvs04 )
PSF Gets a Donor Surge After Rejecting Anti-DEI Federal Grant (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3prCCW95jsWP6lZ3p0W10_NFg1zxyLnW7JLl8T7TvRXDW8sFpXF4YRYXcW6Vrn-654gXFlW3Wy9h87cVbQJW1Wrgn040Qs2JVXMWxd11VrXWW6v0Z7N4QT0khW8bbxWB4WNVRtW9j3TVG4Pmfs-N30BFbfs67S2W8WQH-S67c42cF2yD_DkFYQ8W5c5KBR2nNxPsW2VW3YK91Zn_JN8YmNqHPFKMhW7_vKWz7S3QqGN24ybCZCRCkYW1B6t4x69P_l2W7dPL2D3_fWFlW2qckjt75sS8CMYJlCY19l0rW1z_kR15bMpm7W95Tm2-49T-KHW1gYnr61lNH8rW5WB7zS2Kxg9LN1cmX-__jjgGW2WFVJR90Kk2ZW5Jm3YP3608l-MyjT2jt756Df1lWmvs04 )
Featued image for: An Observability Veteran on AI’s ‘Intoxicating’ Potential (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3nNW5xcY_R2vchD2W5yw97V4_T0NpW3DhXtX1Wb-FyW8-R8xr9lRYMmW6g0pZR6ZSrjhN3dyGbkgLxSgW8N7_N_73lB_dW4XD0t11T-vCMW5l4WX-3jX7kzVdNFRJ8SZXsRW3dxjrf2Gj9KxW7jTGQd6hC4QbV672WQ32SgJCN4F-1DKrFwx7W8-gprh1nc2bKW84GRgH7_FJqfN4n2GqNXlkwQW4cnn9W9cs8JmW4X9pHn5_xmfrW459rm-8FZR60W146klm2L-fZWW8swxpk6xbKn0W7lhpVL6h6yqKW3bk-Z28Rb5zcW5453-S9bQBcRW8YrcZX4hsj2DW2zjtZS2tNPzBW42dwtZ2V3RZbf6GGGk604 )
An Observability Veteran on AI's 'Intoxicating' Potential (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3prCCW8wLKSR6lZ3nNW5xcY_R2vchD2W5yw97V4_T0NpW3DhXtX1Wb-FyW8-R8xr9lRYMmW6g0pZR6ZSrjhN3dyGbkgLxSgW8N7_N_73lB_dW4XD0t11T-vCMW5l4WX-3jX7kzVdNFRJ8SZXsRW3dxjrf2Gj9KxW7jTGQd6hC4QbV672WQ32SgJCN4F-1DKrFwx7W8-gprh1nc2bKW84GRgH7_FJqfN4n2GqNXlkwQW4cnn9W9cs8JmW4X9pHn5_xmfrW459rm-8FZR60W146klm2L-fZWW8swxpk6xbKn0W7lhpVL6h6yqKW3bk-Z28Rb5zcW5453-S9bQBcRW8YrcZX4hsj2DW2zjtZS2tNPzBW42dwtZ2V3RZbf6GGGk604 )
Watch On-Demand: AI Observability Webinar
Are Your Developers Innovating or Firefighting? This insightful webinar (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3gP0xW95jsWP6lZ3nYW1cBzYD2Dv5HsW2Q4gFG7KDnr5W1jx8-z301ZVlW8FdQvd6T0XMYW50WyZh6sc_71W7c7PzM3X2kBHW5Q6w3v5JpfrFW2vGc4k5kbTh5W2RBZCg1Rw4r2W5bHmxx8-1QJxW70HrmV92P96PN5pN1yQ4YXSwW2KW8DW8DkW_qW1VVt878bkfhwV8n2Br7gGX5yW5wxhTK5hG4JDW38KVh91gC4ymW3HJXsk1hJxG8N89bQMSLhK5LW1_Bq_45BHttNW7M7gLJ3VcQ3WW4rDq0p8_K2DWN85HWZxRNW1GW8hl4nm6yLvYNN6_0P0pcfvL3W3XVr1H1JX6gwW3l8zn45b5MbfVpnPfn62qkfsW2MtjbS1qR87YW6C5Gm43wx5Q_f5q82bx04 ) 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!
WATCH ON-DEMAND
FLOW STATE
Technical Leadership for Business Impact: Focus on Customers
Adaptability and commitment to business and customer outcomes are crucial for building a resilient, future-ready organization.
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November 10, 2025
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<h1 style="font-size:24px; line-height:1.1">KubeCon: VCluster Labs Unveils AI Tenancy</h1>
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<p style="margin-bottom: 1em; ">KubeCon kicked off today in Atlanta, where VCluster Labs will demo its new Infrastructure Tenancy Platform for AI. TNS Senior Editor Joab Jackson reports the platform is a specialized Kubernetes distribution designed to maximize GPU efficiency and provide cloud-like flexible tenancy for private Nvidia AI systems. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3hCZYW8wLKSR6lZ3llW1NpFBf4D8xvgW3GH3xR4HMW74N16ySndMFvPfW7gh5CQ5xhjt-W84dPTc40sZlBN6Y2qPKxXppYW7znxvW7ygndmW89xVy77fYC9tW4gMVqd5PhvQ-VR-M6d7X7-qQW2kMqDF5DnPWDN8x3zMqBlrd1W8ZnnzD3tDL3KW1LCK7G6n9-tZW5pYxZB2x21Q0W4mFzr_8kNz5mW4GWtPr361B_JW8BkM5G5QW6YnW3NLNfV8XSdsxW60GcL68-btpJN15xzG_yv1xGW1B7PPC2yjkkgW22RJKC89L_qJW8WwcJG290GlfW4m0YFb3MgcGxW7w3Sxx3Q7Ct1W8SvYpb5K6DsbW9k4k4329GZbcdtfH5v04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="g1KfEEFb" target="_blank">Find out more about the platform, which uses vCluster technology to carve secure “virtual clusters” from one large cluster</a>.</p>
<p style="margin-bottom: 1em; ">In other tech news we’re following this week:</p>
<ul>
<li style="margin-bottom:15px">VPN software provider Tailscale plans to expand its reach into the enterprise Kubernetes market by bringing on Kubernetes pioneer Joe Beda as an advisor. The company is also launching several new Kubernetes-specific networking features, reports TNS Senior Editor Joab Jackson. Joab outlines <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3hCZYW8wLKSR6lZ3pXW8NLBGm1m5JgZVxjL173GDhL_VKJQy2506vPXW6kX1_t3lnflkW95HLtF7lQvY6W8Rx04r6KhH0kW11tj7c2tDjNGW2PFtn83W6wk3W5dN8VR1Jhk2rW65sbTT1rpqVSW50BCzz2RXGljW1Wg1ys2w0GVWW4MGbk48YmNQLW90Ctmr59vwCxW4ZG-tN2hDhjvW7f229X8gXpz1W6Qh7yQ84k4n_W8qPtTX3g1jfhW3pL2Nr82kJGyW8fvX7K5FTz4rW6v0JgZ6t0dtpW5Qnf-56gHzxCW225v524PN0MTW8-Z6fC8jgmdtW3jjRSD2Khfj7W7VD9WB6-PyZVW8L-yjp86c7jpW5vLk3g7wZLpgf39ysK-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="B9tKgJqr" target="_blank">all the ways company is enhancing its WireGuard foundation to simplify complex Kubernetes networking scenarios</a>.</li>
<li style="margin-bottom:15px">SAP is pursuing an “openness” strategy at its TechEd 2025 event, reports TNS Senior Editor for AI Frederic Lardinois. He reports that SAP is moving beyond traditional open source contributions to focus on building an open data and developer ecosystem. Frederic explains <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3hCZYW8wLKSR6lZ3q5W75TDT75GP2Z6W3cGTPP8VbbwXW55YtdP6K75ncW7j1GNn8jT_HCW6Gs9Yl2FHrCsW6Nfn1x6s9nZVW1Fj8fQ59LhX_VdN7MN6wsVZmW4cMf1Q9cqg5JW93lbNb15kFcxW8k3bzy6YbFHqW1RZr9l7TWtckW2BC4DR5X_QDjVDTVrp3xqwWgW8lHWjl3YDq3NW3M65z48yScxxVDyFBR3cwFTQW7VcrQN3swyNbW8-jnvW4fYGpjW47jjwZ39xN01Vt--GL5LFs_HW7JwvBY4dfR-nW3rxznc8wsqK6MXfkhfrDysVW71dcnv8NRqG9V2Fzrs6FRTh7W3Xxv1y713Q2CW9fVWlV4HZw7rf6StNMH04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="VBJ6oob6" target="_blank">the steps SAP is taking to position itself to be a flexible platform in the evolving enterprise AI landscape</a>.</li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3lYW5zgT-12GBZXWVPPp745y7VThW7Rp2C03nYfcmW5qg6Y57Zrm9WW3q5x4h5v3mvYW6RzVBH3RxmR-W9hjYPC8ddSFbW5p1vV77P4wCKW7-LrVD2QjPZ4W4Z1tLM2YfS7YW6r4fFR4JT2LxW1pSySl8xjYqGVhnq7B6rJ-WFVfnm9m3WMmmvW6Z6CwQ4wfsn3W2z2CVj23v2MfW859L0017B5YGW2d1GMZ8wmnxTVzh7lL1cfn2bW1pmRDQ8ZQS0cV6MVDG41PsSbW7CK5PX1qngyLW8z4HVm6Fc9J-W4slf2j7YYm_rW21GQsv3RQXGDW56s5072hgytzf36QHRC04" 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">Exploring RTEB, a New Benchmark To Evaluate Embedding Models</h1>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3pKW8T1NLl1mjPrhW27m5nD1ypbSYVf3Gqv2mvqYlW7pDBv_58n2xvW4T05nR6Q8mxwW218yzM48ccd7W6TFV3q2bxl4dW5Hf7Lc2pDWxPW8sb4vx859WhkW85jCFv3JhFtHV50fQG1jGsJ8N8XdCJpVxnkzM_czyLxg4V7W71xRlw2206X1W4_K3__5z1RPSW36tY2Y3DM3CCW1kN7mv6lV_qVW2vxt223BmwsLW5XjLSg49WGjNW27tvBy565qgMW4CBzWm6Y_PYxW60MNyl5XGGDdW34w_SX3rzVC1VD4Hbd93gthmW1nnHSg9dqz73W1yPwPW5mFpg1f66PsP-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="HPHsJ573" target="_blank">Thibaut Gourdel</a>
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<div class="excerpt" style="margin-bottom:15px">
Retrieval Embedding Benchmark focuses on real retrieval tasks with both open and private data sets, making it accurate and practical for evaluating models. </div>
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With the rise of large language models (LLMs), our exposure to benchmarks — not to mention the sheer number and variety of them — has surged. Given the opaque nature of LLMs and other AI systems, benchmarks have become the standard way to compare their performance.
These are standardized tests or data sets that evaluate how well models perform on specific tasks. As a result, every new model... </div>
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<h1 style="font-size:24px; line-height:1.1">Simplify Kubernetes with a <br> Modern Private Cloud Platform</h1>
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<p style="margin-bottom: 1em; "><span class="im">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.</span></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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3pNW8710hh1Kt0-_W8fWjb51rVRy5W4X4hHh3S2Hl1W26NBld5K0GWQN6Ww8_-1KdVmW9kFyWd4td0rGW1Y7RxW4pSDvgW8z95fn94JvtdW5WtcR276P-GDN5QDcQW6gzzPW4Btjk48RcYD_W4X51s06qFj2dW6KvhtH2BckV9W3lR1Dy2yH_k2W5k1tqz30jb5sW8dSVrJ7wMqsxW7-3xlk1S6XNrW903h1v8TpQYSW5RkQY13Xwn9yW3tQgB148z68nW1Lm6xN9fZxcJN4h6nd9c5dbQW3DH7FZ6Dq5GnW5mt7f92HwTQWW4b6Ddr1J-mNtV-CdlX5c50-vN1t6Nd9gjvfXW7nzpd622ws2PW9kNhYx6g3263W8bXJww5m1rv8f2_WLWn04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="JjkEl+c4">
<img src="https://cdn.thenewstack.io/media/2025/11/1c969b6f-auto-1024x576.jpg" alt="Featued image for: How Distributed Databases Power Developer Platforms at Scale" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3nSW77dnfW8t9YYCW4MYctv6_pwJGW2RhT1S4VdS4CW7RYwM48smFGpW66-9DS8sGbhvVqf21_5vwK9pW1w0SnW3fvwzcV816yc28kykgN7psw_Z1y1d3W5nQs8v73BP_JN5fDdmxmzgN8N8rrr3Ky8yPrW450Ddt3GY0JhW2Ch_Tt5YvkMGW5tc7Lh6YQkFyW1BzZjS52FS8wW7h1nz_2S2lL9MTgsyd5TrjzW7yWm-Y95PJQmW7SCcsR37Q2kBW5RY37Y33f2FxVM9tNt1zgHSHW8STp3w7VGtpFW4lPVy041n18XdCz1NK04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="w+6syV2B">
Databases </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3mYN4D_t0Fw52qBVV9qL511b_h4W32mzQL1_dkpQW6L4jbZ8WTCtcW5-DKNW5t088nW8B14kd1JHSBCW7YwfL23kJ3MMW7g-HfG5qKyY5W5-rKDX3d1wJbVZMQlP310BSRN6W_QC5_80_hN3zxqll4z3NXW6wcGHh63NJvBW5pnRfR86Z3WYW6NhYNH5_YcLLW7C1_-z4wxXvBW3Xk4y55gqjfVW8G5CHq3PbRgsW4wH0l45S06lMW90qWfW4X3FX6W2DBCmw1S4n4TW51tnH829858ZVzWQCP8T15CbW4_H6TS2cQbdBW44XWdp8yXFSDW7Bglnh4FpHG2W3RgWxr4txXfSW2g1lGl4QK0zLW4Mvy807gzz-fW8w60Jb2f8Q_Nf91TNn404" 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="/0rpSvjx">
How Distributed Databases Power Developer Platforms at Scale </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3mNW6374j44P4vHyN4Pz6gjX6CshN6qw8HFq28rMN19PsJ-w_h11VSBpVl1gd4FqW7q4bM459wVFVW3vM3pV8wtR54W3sy92453mPJsVDZP2Y7D21jKW1mf23W4q3mpJW3RQVKn3RkY90W9gSjnC3hwcC0W772GPK8p62K7W7MK5T28L9XP1W1_q2lL3-V3dpW5z8ZG88l-gwzW3Cwv5B4JQbsHW1_0sDG7GCW7TVs39J23XyG5XW61PBtx1jzj63W4N_Y713YDF7NW2z0pZq151rwvW2vRTvK8ZVYz7W3gYCxX80lwPQW1J4Q586M8grbW49J9Vj5whyFJf8jg_g804" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="WWQ38bWV">Gaurav Saxena</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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3pBW1xy4d18fk_pkW4h8dY493DSD6N3P0k1sLYRyvVdz-lQ7k64RrW6tv_7g1sYJRRVtT68h23qBslW1mCnnl3Yvfd5W4f1cBc5YZ1zyW13MrHm542HrBW5VY6Rn1fhvBfW24rbwT4k4B17W15mQhK2WvN2TN8zb-hh7WJS1W1TLL_42zgjFVW1krRfS1rPgRqW2STJdh7r7ZKqW7TKsKK1zRwVvW2QHM4d8XG0FnW7gBhVG2l-b7WW5lYRxw4cSrt4W87hkBg83lnDtW6YQ8F84RJpFwN5ntkR6bclCGW1vXnj56dP7CDV6xWVQ6QDWQzW7HNTTt35ctgtN7503rF2qy6MW4KFrwY561NhKW4MLcdk8MqnmWW2kwRb13mgXv-f4ksmwl04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="+FOXlwrV">
<img src="https://cdn.thenewstack.io/media/2025/11/1188f9b7-a-c-depazdna2hc-unsplashb-1024x576.jpg" alt="Featued image for: The LLM Flywheel Effect: AI That Writes and Tests Documentation" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3ncW44YMbj7q60jCW5Fbbyp281gfpW9dWY0G85s6_gF544dvcFDxhW2jPsSW1szckqW7ZjTCq1sy2ZkW7THNm38hMcXfW3MqS006jcLH-W6JKWSg1qqBRKVfJcYM8x3c1rW140zdv5xkM_lW2gM6S13t71cyVGLhXS63yMJbW4H1-fG1ZjK5NW1WNQ1Y8k_kpyV5-Wzx7P1Vt0VyrnBj1jLQySW6gH2n_8DHGdKW95x0jB7FT4HkW2QzLd067ZxWXW9fxS6N5dFxN6W1qXh3m70lGBDW89cxwK6Tfn6JW3C589l7z4jz2f639x3K04" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3n7W48Gd9m8xdwhgW6fJdZ57l4-m5W6pM3Xz7jW2-XW9fVCbK7QD6CHW1x8vWT2ytzk6W7SFLF85R4z0nW3DchqJ3jtk-LW6-4jh47K40fqW2jp4sW7G3J3LN6TCqx19Tsd7W5MfT9G8sGB1MW8LC7Z31HfTFhW5r_Q_s1Mx-j9W4PMbYM4sYhNlW5YVBX49fqlKnW75K5Rb2dmsRWW6kp11x5ykpMtW7TkPCk6QDV84W7jKDgp36TK1PW5NJn918xTmdFW7ccxpF70QC5WW1C_QgJ7F1GkdW8YC4z13k3VVcW6b1jCz1nqgVVW22MRtf24yWz6W6ZmX2s5Xt7ZnW1qzhR54Smg2-W6sNptd1fwMpMW1zrT2x4dGlh7W5V-0968rW8NPf1XLG5T04" 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="j9qz5LOP">
The LLM Flywheel Effect: AI That Writes and Tests Documentation </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3ncW6kGc_35WB8ykW3YGGq65fD5yhW4qCzKb4WNDCXW6LDhX26xJqL0W2_wN-68lm0RyW1qlMby4xnkDpW52pBqF9flcj2W6BbNqv8q6wWmVFTGBj5krtl4W4r6KdZ69zqYMW2R5tkC8F-NG7W1sjyz689dp3GW7BzyXP7tsqSTW8j8-Qn46nbh3N4t5MBdsYtYdW7ZwFdk70KfcpW1_zJCz799flqW8D45067pTqtlW8CgnpR8sb_pGW9lxnKk39YTf4W3_ys252RTVhhW3hmDLN6z1-Y1W4gq6Sj16MkHYW3hbmwr4XfT9hf5d2B0n04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Yxa1W0+z">Jon Udell</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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3nPW58Zrm22ZQpv4W3DHgX46qT45qW3DJ4nB85dfYRVSRPqN7YV79zVN7gSt2TfFwVW6m3zfg1ZkGKyW4B8Tk39kQ4Q5W37fYc83hHYk8N489F_d4k06CV1LJpS7W0vnJN3xynpH6-mbrW8Tq7zN1_FHygW49tQ1m4R_1LFW7rTs8456f3RrW103Nfd7rf9tMW5qqld715LSjdW4fG4cY64dzw9N651F5-zlHDyN6KtsrM7XB1kW6DpQC68xJqMKN57gvsks-GmGW47X22172-MsdW2J3_Kc15rnJXW939g2j1txjc_Mh2BfxBpBsRN8w5wR6R-xkdW5gLpRF4dhF4yW8334Zl8y76lCW4G8BJd5L6xrsW15BYbh2gQp1cf3th4Lz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="yLBbdUdW">
<img src="https://cdn.thenewstack.io/media/2025/11/19fef1e3-img_2831-1024x767.jpg" alt="Featued image for: Why SAP Is Opening Up Its Data and Developer Ecosystems" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3m1W2HVHby1-yfJFW5JWmpb59LHCgN2Xw6yTZ7KGPW3FlXMb89kwg2W2cPn0H8Qh21KW4SSNQs8BLVqtW2H80_T7zrPPZW9fsLPp6vbT_nW1-WJ6v622H4vW4-fkB97k1vL_W8PXBtk34KNhyW8JmPjb942KDSW3-bvnS4FL3BqW7J7vMx7rzwYPW9kVMrV4K_9RjW2b1Vj48KTdL2W1VlK7m5zxHr1V3wm7n2qWSBtW99Cdy26VfFt0F6plbfJ_Lm3W3fz0bG5Vccw4McdzgfTYg0XW4K54gM8TH_SyW3n8tdG1tbJfJf6QMvss04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="94jhs6lq">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3nzVb7VV23gWdW6W1P4g356fQfVqW5XHlVg8ctwwtW74MJQV7mDnL-V_QVJS91Qjh6W67b3496zMLN8V-Nc3W7XjB2VW1nhDTB4G3QKxW2Hhtrb1DdfqRW1cH5Gw6S34X3N1kxqcWpfMwkN7xD9nVNdr7XVmZXCY4_1MsmW7FBpKp6RTHKvW7XfYGD7N4-g8N6SrhprGcZ5WW4F84-y1n1KKmW8kq19x4f_p89W46jPVl6ytG6HW4Qj_098y8M4lW54whty61Z6b8W8RZ1l74B4ctJW1nVY4t5NsdrbW8K_h8t4gwDrhW4rx7YZ3B_S51W7LYt5373qWBVW8s4MCw1T757MW2yhjdq1HXGfvN29cwb3KCmcRW1WW5BS2YQF5xf9fsgs804" 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="iB2p0Reh">
Why SAP Is Opening Up Its Data and Developer Ecosystems </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3pbW7Ss-Nh92R_lYW44bwRC7G1lj2W3w2c1W6BJFWZW1HrNKX3qs6nWW2X5l7H874sBwW63HVbR4QcLjDW80R2nV4Kgy9jW49Mfpj6ptj_3W2rBxV13lBSTjW8Tn-km7t0jh4W236JdH77w9dmW97_8Qr8Mx4LzW8q37cH82mmlbW45ZX_01_cvcSW85XYhB36hcP6W8Bfr_c13HVhvVGbMxY3ZFD14W4TQKcY8jDbK5N5DzWyG3XWwZVSBHcS5nsMHDW41xDHq4cYJzCV2bBny2pfVvfW4sCMYk1CF-ZYW7tN4n439mBPvW8dz4WT9lWZq4W29-8DD3ZMSgwf3YFPKH04" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3nhW1V32hc85mpgdW3VZ70F4_mDwrN6nM6-97QTjhW3kMHN41skRvZN5m7HJj174tYW7xXQ_Q4qv-jYW3hBD_Y1r9F8PW9073rS69LF66N1HYYz2tP3MsW4NPyZw3SlwS3W1HRnXj3Qk5MxW58sr0746FcT-W71St9l82fZ3VW6RrXgQ2y4LjkW4r5xWs17p9VjW45zn4H9jwXgsW1hHHCn7f9KRQW4WV9hk1jfT8KW1TL25-1N5LjvW5fc02S2KrxL0W3x-q0-6n9Qg1Vlp9Xq35NQymN3Gjqnb3vk57W3GQKdH10KMGCW7m2FMm2N4GSQW1GhcC33ngvsXN6HThX93BKb8W7KrWS280ZjbMN13PQ6NzYv_TW2y3rHc7tjRrjf5lBbF404" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="4MbhH6Qy">
<img src="https://cdn.thenewstack.io/media/2025/11/aabb5eec-vcluster-1024x768.png" alt="Featued image for: Kubecon: VCluster’s K8s Platform to Manage GPUs as a Service" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3m4W2Jmt555gYx18W5TjQxx5VskMCW3W9PZm2GS1rJW6FRcx254HyfFV23JGz3zsPhzW364yNz8mSj_NVNSfVL3Th4G6W5H4BDM7j1mXlW4VrB2G2TJN_QN4vyKwvGg49wMQj_KKKX14XVMZNd637JMGfW6Qqmcm7YXr5tW3z6K1f6FhLjQW1DH5Tq5T5MC1W1288n25zwQs3W72_LB-2HkYCCVlt7gJ6nKC8DW5RWf316H81HdN4z2jS-X0cQxW2LwK5l3WqgfHW1KygW51_-w7PW3L6wNN4ZCqC4W7Fqdl_4Ptg-0W7K368r1nH04wN8Z0qWF8D78rf4C824C04" 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="bFgaXz6T">
Kubecon Cloudnativecon NA 2025 </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3lXW7nGPlb89pMSKW3JK1-6177MT8N1jr8ZNCVl8jW8Yy9Bc2zs7XJW5psn8_7q5KMdW6MSC-8487DpYW9cxhKK6lZGGnW87dFvJ4VkDSbVV8nzf3CmRzbW7gxGh-39BmYVW7QVJbh65PWmXW5CHWct7sngZ4VB_TBf66s0tLW5TWKX924LkMcW8Vn3Xm8gdl3cW20_lmQ4Ly3LpW98SrfF8vfZYMW3WsZhm6hfG6_W4kxTGL7_0vrNW2HLPwk4_Zq1fN6tqzV5tL5R2W7_z1Z01C8tkDMsXrJvCxZTbW8zlc-H4JTHrDW6JbwmP78Fly4W1Hf9Vn8hjw-pW3WFrwt961v3VN729YJvDHt6gW7jxGvQ8JtJ_dW34K2Z93BB471f2HxVm204" 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="7XlnaW5P">
Kubecon: VCluster's K8s Platform to Manage GPUs as a Service </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3pNN28tsjl9GqFcW8t2lWZ3Y2bFhW8lW2G48t2n_nW1mSZBs36G261W1xvmnm2zK0JkW3l-d_b6X7SvGVT2nqX7_qNPHW6PWs1W2nCjMqW7VpTPH6HKcr2W30YLWp4Nmmv7W25407P6FVXcfW96xjr46w2F05N3r3JWdy3x70W4yFBpm7fGg76W3k93-y1rtGX9N715TpJGNhPtW3T0lY63cBJklV6bDM57lQZ2BW19C15W5Pg4cPW6zb-Ql5vh66wW7rHbcq8pMWvJW9041WX3rtwfyVQLD7t263XNPN4Hnrf_8Xq44f8YqVzC04" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3mYW7KNyt65lWT-BW4LZcjT3DL8FnW3ylJFM1-Z4B8W776xsH60wxC7Vp1gxz8JstR2W7XFdFK7DylWmW3Kn-4b3PCbcwW7QpJW02kR-vFW8bp4p47yTKJhW3Wdy413nRZsKW9h2Zqh8vHYR2V8CXdZ2fDqgxN6j_xbBGb-D-W72_KF49bmdxxW3RB2vz2jwYDcW8m0TVh6d-wVWW6pxkd03N3H41W2fTX4P8VJF4mW4H6Qn52zbgHvW8qz0MC8cprpjW5g9_n657zWLdW4xPpDL8jdhqWW19W4f95Snb7zW8tM26q3NvcXhW4WrQps7g2YrwN63vS0VdX9m8W4NlrBF1dPCmvN6BwlG8xcwZxW4FnyL8977xL4V21Y016F0DN5f4D7FMj04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="sZ7I8beY">
<img src="https://cdn.thenewstack.io/media/2025/11/ea2bebb6-beyond-devops-autonomous-full-stack-optimization-1024x576.jpg" alt="Featued image for: Go Beyond DevOps With Autonomous Full-Stack Optimization" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3lKN75S_zFxNbN0W1ByCXq1FQv2pVctPnp19hM_HN7N2fYKGpYjCW13zHZw1Y25DKW83N98635Dzx6W2HRGx18_5X-pN29HQM6bbpk_W5_MKhK4HKG4kW3vSljm5vtVqlW5R3XzQ67xvZjW7v1-TW5d113yW7Rd-_R80Q12rVzzj3X4x-7vLW5X3QYj58CVs2N4TGq3dMwRvRW7Qnrcg3ps5HRW6HzMf934JFrLW5LmZh61_gyVJW59Hj808MmySNV6lxTd1XT27vW9f4lTq3gZkfBN3P4fzhVj4-3VXprgj2bxPJCf4M1lCC04" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3psW1Bfbzx92h4gNT7D644dn2wRVjBVTt6BwFxcW11qLt48B0CcbW4x_glQ4R9VCYN7-PNtdxscn_W15MSkm7kdP7GW59kvMv6kHjHxW6SZ7nH4h_w-MW1LhWyQ1JrR5yW89-S664SQPJ1W6HK0T62WNf_YN21QXVk60HX_N3MmHWym2js9W7f1dff1Qhr5SVsvhx25RpBGVVBybsj5pVflhVgQK2V2DWy0vW4Kr9Gl11NGGGVVzx3k3VpR_XN1VL1S8BdrQqW7NbQB-49ZjsLW86GpsF8nPQRbW2kNHdk841jCgW1My26J3JdwNgW4sZmt167VdmMMdy9R35wLTgW4LHWyn6tr05hW8Dkgxb7T23mWW2FcWDS6by-zgf3Chrv004" 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="Alx/4VbW">
Go Beyond DevOps With Autonomous Full-Stack Optimization </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3m0W3LkHCy6tWPqBW7LHt4H2TpVFYW5n8yWm41-50fW1P3dR391blJPW2dGg5374l6wNW1WDZ445M-ZhPW5m1wQn1bcgP0W8vRWmg6wpfq_W4rRP5Q4qdtkqW1_XBx82CTmdbW10BXF_8zF1HZN3W3t-M3hK02W8FxDW339CtSHVKLXTH97q6_-W57Wg-42nxjJHW50CvWz7m6wCpW2gQbKy11w0_XW5ZZWcl1WrplfW5FNS873-l8smW2hdmXl34DH0XW7pPrBg4MNQW3W5wQFjZ5vFTq5W6Wdb1w52rVljN5Yw_Xt8Mm6KW6FdHhr4gJykpVNjwZr5yHRmKf7K-T-W04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="5s81fwL0">Charles Humble</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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3n_VKC1Tn2Ydv6rW2vmDhw5DY5r3W3fNzHL69Q6nTV_THJS1m9dQcN80hcvVxX80xW2H346C16bghpVH4hFh1_WrfsW4HN9XQ4rHt8yVYNqR675F1HnW8y0bk38fYtqHN6qlygHjVRTWW2lXtR26vx2dYW2srtYJ7lVQspW5lXZcm61BxCNN2y7QDnkg7wfW7p6h3-4g3X1SW8hjPXx3QwLdGW8jCN0Y6LqJQxN6XX9MJJTwVhW1zcCpS16hbkyW5lsy9z57z6_zW4X304F4QBrv3W8XlQDF8zdr0-W3D66Xn7FJC87VvYfYd46fyFcW8X4qKH8-hbyPVSzQnY6G5NzrW2z_5kB8ZvfVlW5QmY7851JlJ7W7vkbrp6JykM8f98tR7z04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="3DuzaNSA">
<img src="https://cdn.thenewstack.io/media/2025/11/cfffb815-chiseled-nonchisled-containers-1024x576.jpg" alt="Featued image for: Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3q6W3C1yK28kh56kW10Q6db6XLhQzW6yhk-Z874rrKN7Y7-yPv2hdBW4dDnhT3WLMRWN3xrc50m08BjW59zcn194NsTxN7z9z2qbMdTFW5p83XF3Z1T4jW6PrnJQ5W5lZ_W4bSJBb1tFB-fW72B31N2HRYTbW7nW80m63dCXpW1vDC0v3rqhtlW7PWPFp7VSPl6W25RH6f2vmsx7VxNkx33G--ByM6g_-6XWz6dW7452CC3pNCD_W2Vy1GJ8Y3N5yW6QJ5Ml5j98lkW2tSp6y1Yq47nW3Gp3VG6dJzy-W6Q2Hd91-dcfGf8RqNh204" 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="b2Vs+pLL">
Containers </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3pNW3HNNmY8dD-SvN8PBZzpsztpTW5nzLPc6fJStFW85PMmm6HzwQyW7sYXxj55ZNs7W7mdW2q7CvcK8W7BNPvs1_PZ9pW678Rnx9kpG-4W3-m6rL7dRjY2W533fbx7tLqWTW1pDB-l5xfcn7W4ZD1LZ8mqFXNW3l5-Nv83gk9rW79H5Rw47JLYDN8bxqgN_BnJBVZDKv72DCyPTW2VyyT24y2SDyN4t3_sDgbM-GW13kvDs3NJpKhW3Fr0dc7t32kcW4GW4DN2_XC66W42rm-x83gLVFW6XvTtR4kCGSNW1Hx4jp6V8p-4W8sbTSt8gNSrmVz3Ddn4H2qmMW7NGNYM6S75k4W2Qjlbw3Q1c7bW60fcsk6Q_f_zN7-SBSCtL0KRdBCGRx04" 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="h45wNAHW">
Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3plW6ZZ8fq1NGWwjW2Z7n6Y5c3Dy9W4mvqwm5hGB0HW57m8qX6MCCq-N1tpF7k54KnrW61GjGk8Tp-F3W8GFl6H5msQ1tW5DVRN44lM4xHW25JVkS7qNGjfW7MyLYf9h_CYgW8TmSJM9jpkv2W10Y7-D5D0ZQVW3P1kzl90c3XyW3gk--J2mRPPbW5042Rc359fCGW6b_06p38b4mpW6zt0cT28HwNWW3cBrhS2WhLrcW4Gsmsc8c3z4xW2rZCrm5m-H8wVl61H24vR4tKW7PXwdy5VPMHpN3j53x2gKDKMVfc0Rw8bmR3WW1f-fMK6P4rvgW4pTGPM3KnfHtf50dm7v04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="PtcRcWFx">Pankaj Gupta</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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3pwN7CCzNzFdVhhVwy-Qg6QBMFtVM9z1d3w80lrW1QXG5J1bgzX3N2HlGPH1Kv84W6sZyJ81tZpXxW93rSpk7kyRbLW7MQVc67SJ_bqW5FvvNP7hM_dBW84fcNt91LQ9sW2yMVdh8tphqNW2h6rhV97ZVJNW62nJY08Bs9f6W23qsFg4dgqD9W104dgL6ktmsZW7s1rRK4cpqgVW3MCNRF36HwsdW5scSPz4g_3s4W6phqr28RlY0PW34xBck74xFrdW7GPDQR6HRs7cW4sxtvf21XprvW5BrLN66tW8JJW8ryPGY7qQFzRW20wbFG28YX50W8TQ4fZ4kM8HDW5HxrVv91JPBCW7QP4Pt7rLhZgW66xDnZ5r2kpcW4Zlwxy2xdQ3Mf3wm6VK04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="1Z/WAT0S">
<img src="https://cdn.thenewstack.io/media/2025/11/a18f32a9-tailscale-1024x768.png" alt="Featued image for: Tailscale Welcomes Kubernetes Co-Founder Joe Beda as Advisor" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3mbW5q_ypW2FJbDcW6J8dHp2QdJNbW3gnkHS63wxjpW3mWZyD802qrVW6JDF-c2r0hgnW3fDjb23JPGp5W5FHmb12GG5STW7RD_fr3mnZ_MW3GFHG46HZNsKW7q6b4p85tjtvN7QHZgN69VnwW2G6R935pjp2WW9lK1tL4yWSTJW2FWwhP33C2g8W4kgB2l39bl9wW7znbvD1nF55qW5JY0X53-tJ3jN3wWFKNz9T-BW27QVbJ2MvklgVLdHmT8TV-FYN7sX6cM34DXFW4GxrYc8_4ZwmW3CxLy17TRDRBW1QF0__8hv0bbf19h7V204" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3q2W7ydtLM8VRdljW1TwttG6lYR5sW3tQRTy4-ZNWFW8kb-DJ6BWJcDW60pPVq6Sf-cMW2lM8Ts4jPqy2W5m7xpM3QBwzyW6YD9Z-4VCJQXW1d2rjB7qMvB_W2tbWrd4rlv9TW5hDtfq6Ly4qZW7JS42p7Y6xf_W7lWvyK450tQ3W3f27HX45zg7XN31BBQhNWdKzW3g6NqD2Q74jHW5fJVRl93nLv2W2k8-Xm6Ccg7QW5zzpJZ7c0_z1W7Nx0pv1Sff_yW27FFBS8HPftQW8msNfg70CpgmW3Y04SF4ws-7bW5yDGBS2fJ9q6W4fzv1g6gMZ2gN2cGmXlXPW8jW57KL6h3LL3xMW329HCk3Vz_g4W41szhh5y-f6rN8yjqYJpbDwkf7ckvlH04" 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="ws8wG0l1">
Tailscale Welcomes Kubernetes Co-Founder Joe Beda as Advisor </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3nVW5b-PMc6g38MTW7MqvzD3f4dGCW4Hk7HZ2CTCk-W4t3mYf4P5HrwVv9p_T7sg1n6W6jcDss90pdX5W4mLfV-4QPT9rW5X6mV989MxklW8wg2D48PWl9LW5b25vX7f1vD0W7GMT8m12wpk5W7sFjbN15wBjjVn3P5l2NLdfbW6d1vvw2c1l8yW5DjLvP3Xb90hW6bgTG25BDRcZW32FJLM6QkxgVVqZlDN4qNL9bW3lVg5993XbTfW6xqFXt46pLTyW95bDk21WNjZnW8DvCfJ3sF1N9W6k2d7C2tvypPW2RBLH12RM7H6f3bYhT004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="WEEW5M21">Joab Jackson</a>
</div>
</td>
</tr>
</tbody></table>
<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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3k_W1W_NsW7SGKw7W1vkSwH3kp_6KN3735T-hc-4WW6Fvqll835jSrN2ZYsZvXdwGQW5vTGkC8RGR2sW7_d-fG8ttMdXW8_c3Qb4k9Tn7W6S4Bms3QJ-YSW5s3fZh21fJ84W4BRCZY1vF0F8VJ-MLT29k9jpW6-45Cf88pzD9N2CzN2qMmR6jW5p1Jqv2gbpz1W7myYGZ97hvVgW2cY0jt6pfxmBV_jB5d1xSjSQW6DYjCq6HCQWrW2rCt-f47w76tW21j6G44sKDxQW610L5y31M0K3W5-D4LT21zP_cVy3Rb75cCPFlVjZw376rMg0WW3hh29w1Q0D8-N4p3mtZwv2WSW25sLHb4ZX-B3W8-8dtM49qZwsW36Kj5Q8pGy2Yf3TDnKn04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="DHLd7AeM">
<img src="https://cdn.thenewstack.io/media/2025/11/39a41132-openindiana1-1-1024x765.jpg" alt="Featued image for: Unix: OpenSolaris Lives on in This OpenIndiana Fork" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3pXW1HH9CK6Y-XqKW3jBCYf5LRvNnW93wK3g3b5dfJW91B4DK36mdqgW5S92k-6R8jdwW5vh9_c1DC1rxW4B2BYt49DFkTW8R0b9B6zcG5HW6M63PG5VPVDfW7j9skN89NST5W465TwF4_sP77V45JR14blHCFN1Gr9lFsDmzxW2Mvnz93J3Py6W5M27cz1Fl0twW4qJWgf7bcLlWW5qGhw53VDFbtN2jYQRx6TR6xW1l9SmM5GY7ZcW5GG0183tSdc9W1JQZMm4YsS6mW43Yk8k82LlxlW33vjvQ77JsWXW7PfDCp6z9jpsf53gRRM04" 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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3kTW8RtCsm6D0KPNW28clBQ5WKfjjW782w5F11X8PnVhwkdn59NFG6W44mBsg7WfndjW1djdQ-8PKzLjW97C8lq6Pmnt_W1zJJZ546HnGRW4_B0MK60ZmhrVzL5KD6WZpGPW8ZZgLg8ZLnrsW6qCyrQ5grkbkW5qdzbd5fPVyDW5ZWCL01qCDg7W9b6T7b7zWS1JN1g0wmDqLTHXW38V6VG79NwPDN2w0HhQ-PZk8W18mnyF8r2SSXVkpC686NYXQlW8zzGqM1XBGp5VnYkMc9gG6VlW2MbNQ52q3c-QW8QmhjN7SJv4mW8RS5dB1x7bDNW7d67S-1NhdgWW3QDQFJ8WYBKrW4d7F5C93gS5RW6PlwwB1S13frW5Slp2J8lNvmhf8ZZDKC04" 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="FtSH+TX6">
Unix: OpenSolaris Lives on in This OpenIndiana Fork </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3kvN14nyGLf4qNCV2MtLh8YDKL5W3qqxv_6hMXN2W12w3xP1GX9bHW2vdXvH15gxjgW8VNcLk1yPvH3N7svWKfhSwgBW21zyjQ6CvRFXW6HKF6v7dmlRRW4LyMjB8h7mSNW8kXp5L2zfy1rW7SHRF01knr7hVkm3gG34psH1W1XB9Y66Zl63fN5S7FhgYpj20W3_yqKm3nLr5BW6-MrNx8-x3vfW1Xkx703DR6LrW1D4rgN28D_gbW3P_kbr8fpbYbW24fX3G6VswZVN69S_lQstWy-W1NSFK08GbXcqW72WM4q7Xph-VW37fMhX7XNj2YVGyWMD3ksp9cf8gPLVb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UnFJDxbL">Jack Wallen</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3q5N4z0fcwRtzmwW81J_hB8_QfmZW86M0qG3c-P4LW6_xhB57hjlMJW5g95ZY6354RKW8RrgH_5k04MnW5XM4C_4f-bNxW8BtHLh6WxMCLN7S3K11kf-ZHW1kccVb705C-8W7MdSb86lvp-0W7JLZPt27skDXW7rhnny4k65DfW7zlQDd2-14N9Vkkg0f6tpN2MW6WtJ5f49h_k-W8NfWFG6j3GrYW7V6nqR2yZz7GW7hgDX88PnqNtW7Cxskx86fCwNN7dkPnkpV-v3W2jj6zb71Sh-4W53fZCb14bG43W4lqKZR4L6YcZW7BgG1k3lvRwHW4GtGd05JP5lWW2nHb046JpjKZW5d0PpT81QchNVcrN3d2BtGT_W6Hy3Sx7mHVF2f6yq7Ql04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="2ROwztXH">
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</a>
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3lZW2czwll8-m3mNW5zFHB63bYR_fW4myDdc7wX6FfW5Dlq0F7j0MfSN11Brt5mDQwyW1jzCZ08YZMsFW5Np7nX9jNjS0W8ZdpmR5JFlbyV9vcMs1VNxS0W4MMTp08mmK4cW1-txvp9068GQW27qsyy4hJFW7W4M3nk47k7csXW19QR_74kJ_qcW77-m1F8yvtHQW8syBjg22D5KGW2v329q575jNxW64MdsN5gB02ZW1h3ckb2csSrrW5QhS6J1FD8fWW6GLwwT6XLG90W1-cDWG25Kg7zW7tmLHp5RnJCRN5gfjxjxJhxZf8JmTfY04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="Sy7fJ+9g">
Tech Culture </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3p4VfQYRB3L2QQNW3xSjXZ2dwK-TN8C29m05jK1_MFkycz_HvpjVRRQVr6QvB58W7KB_fr7_PzMVW3WY-cV2ltjsZV8DCSN2LY7mPW6qqmkf6gK4knVyCN6-3B2LytW7YjVZG2TMwwwVyw35_5wPKpDN25wFLpB-JfdW2gtJtw6QcpqTW2H2wX_3Bjb84W26yy2L5wCPlNW6kFwS84l1mxRN2z7TLjs0SXCW3tL7_c72vZ3-N4Q7XwKHJ1PSW4fS5cW7Dr9-NW197LVH3j3RsCW64RtwH4xgVdwN53pY9_8Yy5MW1mQtWc4llvnZW7nyDQV1Lp_c3W1F52Vw5Wsd83W6F6WQv8sBTcsW26wprm2MWJ4rMn7l_0xhBxKdm2L1T04" 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="O09T10Qs">
PSF Gets a Donor Surge After Rejecting Anti-DEI Federal Grant </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3kvW60zz3N5VXbqlW1QD92W2KCp4XW95wyxw5ZMXV4W7hD0W16LV5ggW4vlQzg8SNDR5W8G9QwV5QwLb8W2MvM8k5jg8b0W3l2cPy89-_mdW6ptHYB6dl5fsW15tyWt1N1VCxV25bnq6dHM-JW3x_N3P6sxGh5W1qK31z87dswxW6vfcpL4g1VcpW7dPsMJ1nx86dW3P_BHh1Nwh1hW6lrT0f7cqPZlW3ljHSg1WLqd-W3t-xrY6-6DQ0W9jcLb54brcZyN6l94dgJGcMZW6dQBpd5J095sW4_BPYH8rB76zW6-5XnY4NlFKLf69Z8yP04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="nfCgGm8f">David Cassel</a>
</div>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3qgz0W95jsWP6lZ3q0W88rd5V6LF187W1DH2B52s8YtVW6VwLyj52mrwGW7tDwG-3XTKfRW113yRx2WWCFQW8rSvnJ8f3d2RW8h4-Vr5cmJbvW2BSVJG2vPF_ZW5-RYbq5LCdSsN5mMdfNrck4LW7p13rS7G9Y6HW1fC71H2wTMpQW3ZgsX74vJmThN3zsNWy8KdZDW7bZzD_2g1X5pW8NcTCS4wH629W82LZsD4lK8f9N1f9Qt1GgbVSW79SXWh47V865W8zvbx85q9PT9W4lJqsS8Z2ZdDW3X302x4lyRSZW27WRq54JKkzyW4FyvRh2S5PDSW4DW20t4bWVWSW6lGWN31v-lbzW3cS6_l44L4BnV_KX_41stFZQW3CW42g53PFM-W46RksL4pZHKFf4rslfb04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="uRK4d5BP">
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</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQH3qgz0W7lCdLW6lZ3pCW3c-Fq22Hj8ZBW5Sv_JY5xnSgZVZRX6Q8sVzttW6-KyM-6-07jhVq_Bk34Y1TlBW50wfTp2Lt32NN20PdGTl_pS7W8QGv4f3JL9kYW2T4JYc8gKRK9W63j8DW5ZkywwW8wGYmJ6qQ9d4W5FkSkh3yqW-7W39Rwdh8bdwt4W6WFhbw49N9TnV8gHLP6PTVq_W8z2dcK5t3TMTN1Xb9Bc3BTJbW7JlHzz34LyClW5D7Z4x7FZhXNW6Ky1TN2HDRQcMlcT9NsGmgxW8zvqvG4pwhkmN8F4JnYnbbmzW7q-BHr43NdtBf8WNXgj04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="KhZQhUnk">
Observability </a>
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An Observability Veteran on AI's 'Intoxicating' Potential </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqQ-3qgz0W7Y8-PT6lZ3pGV42kS43y-yLpW3nc7_b8HPXKmW1b28d_6_7pSzW2NCMFB6pRSNJW1l14X71LVkFWM9KXMdc8zkGW4NFqlJ9dQNXJW4l8KPY1f2t9yW1dRfQm1YnM-4W7_BK5c4RTB1kW3Zr8JV3bhF7MW7CPyKc283QTTW6fJWZW7s-g-bW2YnsMk7Q8H64W1fMfnh9cr97pW1Hzk5z3GHcqJTT3PZ2TlQ2FW3SQPK-6hnSw-N8whVzyKrndmW5pFHfp8_Zjf5VXvY1y2ZtZb4W46T9hd8cmbjWW7xGMJ13_1zxZW5R0Gn_8PQ9K5W2KSlVK6nZwXMVz4YQX8M-zd5f8dLQH-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="3gcZaYfO">Michele Mancioppi</a>
</div>
</td>
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<h1 style="font-size:24px; line-height:1.1">Watch On-Demand: AI Observability Webinar</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqPv5g8t6W50kH_H6lZ3pfMh5Znll83zvN1QHmfGXl_WgW3XXxyy18h5F5VR9Y8V1jtT64W4N8S9l3KjRjyW20TCVG1k3jS9W8qC1TM4l_7rqVkbkLx7jwrnPW88CcKv6vfXs6W7bDj6J8MFqT5W6kHLdL2fNQg3W1P-wTL9dw2k2W4lctgd5gKW2yW42J9tv4YF3RwW5YjlmR8_gxMTW8_0Fyf2D0M1LW1Xk7Fy777FtZW5cRDGn6KXj7LW1rYXKd8PzzRbW1SFKxr2mT631W66wCt18DGw-dN7STh677bFdfN7Lt43Q4Fv7fW5BMdkl2SW9Q6L-8szl1-ZnW957vxd6SstJQW7bXwBW4SkwZkW1w5vNH648fVMW3h_s7s5zHfP8W7hvjvb15Svb0W8p9lj992cfpBW9dhZ7k8K6GZwf2FdSXq04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="pf51Kywb">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2025/11/9f03dc3a-dynatrace_webinar_nov25_ondemand_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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqPv5g8t6W50kH_H6lZ3lSN86276C8zvqZW45XwBb3My0JCW7rXJpQ7fSSQ9W3HbLBB5ynmsjW3mmQb75fnr1yM8-8k0vHFQlV447Ql4pq37KW8NC3yx352-WpVlRKNJ3Mx9FwW5K-3-z9b5bpSW3-pfMX9j93-WW9b5Q3-3hFJS3VjHKrG63jZVJN3WMVCjc4J4CW1mV4Q31x34-YW2ws7kB7C5dWkN8BKSzMZlMphW1k43Xv4n608-W6fj60q6QQbWRW1NL3Kg5dSZ23W4v7Qj45D4dLRW4q3ZXY1KXbmHW3qHcCz1Ynb6dW5r3xBl8p9GnQW6v0Lr52ZZGK_W1xrky274L3CRW4S40jJ5fWmq6W4rnl5V9kq97HW6jyp1c7GgYwGW8zs3YH53tBcwVZKhLg45p7FCN2d89_trNPSGf21-F4W04" 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="Lm6mLw65">
From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2020/12/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<p style="margin-bottom: 1em; ">Are Your Developers Innovating or Firefighting? <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqPv5g8t6W50kH_H6lZ3kDN6W0qrX1q95DW1ymRZX3MkBXJW3gWLcX4RJDnSW78j9sk3G3_x6W7Blknv22xB1kW4YCKDM3scdn6W4w_71x3ctc1XW5ZbPn62CKvgzW95jmcB4KMzKNW2JCjlC4RV3T9W46YSKn4KxCrjW5vmhNB1syQQQW1477-y2qfd_3W3Sg53-2Dx0bTN3w466qNBJnGW4jWB4P4QwpZGW2bdvrL1gMVbCW3c7jkz2KvB-NN8PV01g3JL8nW2CBMzH5blJy-Vr7D4k4xBXG-N6kYnh5YK8s_W7m2syw8gNDSXW8Q5n0L5BZjx7W4rdyzs5zhqb_W5XhrwY4c0DMtW7Qm0fC4tBR56W2y3b9j1h_bWlW4rQbsm1WyBktW26qbzG7HYVZ4W28d0Ln8Y8g_QVJ1cfH9dvWL0f7Qkp8-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="PgJxi4BW" target="_blank">This insightful webinar</a> 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!</p>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqPv5g8t6W50kH_H6lZ3nNW4tfR-m6wRlBgVqBJK36W-X_PW2z5_v_2fxZNwW6H1mFy5WSrH0N69_-0yn3-NbW5nHDrT1qqnN3W15f_y59gRmp1VQf8q062d087N611J367nYWZW5pp_7688xZvXW1nqbfb1r9r9YW1jZbwt3B3R77W4kzQ455jdlNPVrzHmT5kjbqmW31CsM03y83CwW6tTKy-2qLTGPW8z5Rd176jjXHW5cGvQn8RRr5rW1wZrwp2K_KFvW8kL1PW4rfTm2VnM-js3C90ggW80Q8RC8d0N6sW1WyBpT9kt_vvW8FLkFN3K7f7YW8qRPdm8ZdqbKN2V0Nkm8H_l9V5hKry7nPV5mW3nRQfs2f6D0RVPzt1x3rt5zZW3n32Y857sqmQW5Dbmhm3nlGxdW7fHrN_8RPF2Yf4N4l2x04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="nfJfJrq9" target="_blank">
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WATCH ON-DEMAND </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/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3hCZYW8wLKSR6lZ3nWW3Y9jFX4zy5k1VZLv9L7J3r5-W8ggjjm6gGg23V9zBjD4kjCRnW58s-0K7l3G6zVNZvjw2xd0MWW7LXQ_d1md_9rW4M1xZc8NlPTgW8zjCJf2FxghfW7GhtXh3h6wbCW1tCT6x3qDq7zW3dGxMN7VjvQyW5pnSPP67CdLXW8mq3gH64vHqdW21Ww6p9jJYsYW5qWjS625_gGYW11lHbl307KM8W5fYz292BvSrZN8JTLXRhdfDlW5bd7ps5Yx6myVLx-bn4NsnfVVF1X9B2MSj5fN7qC4xq3lq5vW5v4cpY4lNdPDW6vKspr5WPdRJW6Y_Shb3_ZJ0YW2mBztn4yZmRbVzF6zf1N8CkzdrTbLz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="YFXnmojG">
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Technical Leadership for Business Impact: Focus on Customers </div>
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Adaptability and commitment to business and customer outcomes are crucial for building a resilient, future-ready organization. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3hCZYW8wLKSR6lZ3nYN4n5rDB4x3CMW6FyZjW8_cV9bW4K8rb31_-j-qW4sfrqG96HgHLVT43Kr3BQS6FW4kkDdw53_zvkW6dCzMY73fw26W8mB9DK5Wqrt5N2WM-3zS3mGQW6J8-qL76V4grW4vNYNm586vPbW31NLch8Zht9mVzz5qH4Hqq_KW1-vHXS8gKclhW2TDrzM9bmMnRW65xMqc371xf7W7Fq1_T8BCV2KN4zc4fPCbw4NV2yRq03p4kqqW6Db5ff8tKJTfW20W1Qw742gbBW6y-Kx54rmS1WVF3nsp4dfLNwW4ZSkK94_TJm1W8w7Rg21Q92GrW7G5crl6kfHk4W5tB5JQ6vhqWHN6MYqMGhf3B-f5VcSBb04" 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="BAiN1geU">
Learn More
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3hCZYW8wLKSR6lZ3lpW8gcj4L7h7XdzVmK0Z21QdVpWW2Gpw4C5kHtWGN946lHNlmz91W8bQhZc4rbYnDW4ylQtN2sbV8hW2Kb91W66jy8yW5tLS247fK_LLVmdFMT8ZNsq5V6ys3g3VNL-dW7Dxm5r1Mylr2W4ZWgCn8BPg6sW6JHv3J34c6wQW6DdM9P5LFbV6N7lR58D9Qs6DW5Thsnh3GkTcMW77WL3J2jVtR0W8LMgs84T0lCBN1P0JjKNb4YtW1hlJw1776HrwW7sKy8c5wt13JW7Fxfqn98chw7W4VzDg-7XbczkW5LXSL85F1KFdW5hD9DG2fHf9yW3qdPrk8WjGxsW8Wds6Y2xh7gSW4DX41g5m3l6Sf53cQDK04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="XrdZ+bfy">
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Trending Now: HydraPWK2 Is a Linux Distribution That Simplifies Pentesting </div>
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Overwhelmed by Kali Linux? HydraPWK2 includes all of the necessary tools for security penetration testing, but is a bit easier to comprehend. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRg3hCZYW8wLKSR6lZ3prW7VKlkX6tZ_R2W42pG8k1c90VQN1y3vCzRgbGFW5w4983459gNfW6sJqLr8dbT46N6MxcdlpPbbfN8QgSZyY_N5PW4sj9jg6VcPhkW7NN7xv11DMKkVSMhmQ6wC9WQW67B25D1kDdvQW1wwBYD5l1cSTW7v4Zf71qX_dNN2-MBSFrdmjwN4xWV2vgnBTlN4jqLCTyypGLW7FYjFZ6SN2GsW4KP-D33RB8wFW17H8XQ3RxnlGW4tJy6S28ny2QN3JTzClykh5yW2wSGrB1wt8V9W6GdH-B7nX40bVtfY8373y5R5W2mCPhz3qxjGPW24FrmC7579zgW6tB6wG3pJmpfW4fnf3p5C-Y85d-jd2H04" 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="wF41FhsO">
Full Article Here
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWP1mz9k6_YbW6P2B3r988Xh0W8cYYgJ5FKNjsKqRz3hCZYW95jsWP6lZ3kNW1K956s8qGRpFW5Nbzbw35_LcgW5FvfV94ZrmdFW9lJyC18LrNXDW6vz5Wt7fsTKVW2W6cmr4HJ0k_W2CZTV03gXlkmW6-qPnw1BDGfXV61k4r8PMwpXW58DbSH7ySVVpW7w6dX-8ZDhQsW5-WMZ04k4FVDW1bLfCD21fHGtV-Z1DQ2HfkVzN6rrMj0mvCf7W4plYrv1lWd6fW7vSvmH5J1qfKVB5WZS2SSWTgW3LXL2n7mSlKWW8hdLV37ZDNVqW74RSdr925VbcW6_LBFZ7CXSPGW4dF2h33bzK_tW7gqG4V5HcKzNV3ynvR6hcL3tW4hmrzR8Nglg4Mxxst3fPVjmVyFmKR1GlXV2W31XtNM4Vb7SqW6h3sCk4FyQvjdzslTH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="jKnaLsNl">
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TNS Agents: Harness CEO Jyoti Bansal on Why AI Coding Doesn’t Help You Ship Faster </div>
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Organizations are waking up to the fact that using AI to write more code is creating bottlenecks further up in the development pipeline. </div>
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Catch the Stream
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