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Subject: TNS Daily | November 13
To: [email protected]
Date: Thu, 13 Nov 2025 23:04:47 GMT
Subject: TNS Daily | November 13
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OpenAI's Tweak Recovers 30,000 CPU Cores
November 13, 2025
OpenAI's Tweak Recovers 30,000 CPU Cores
OpenAI discovered that even small optimizations yield massive cost savings at scale after identifying a hidden CPU bottleneck within Fluent Bit, the observability platform used on every Kubernetes node. In today’s KubeCon coverage, TNS Senior Editor Joab Jackson shares how OpenAI found and disabled a single unnecessary file-size check, fstatat64 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3gP0xW7Y8-PT6lZ3lBW1MN3_P2lP3rpW3y_-Wk5gPvSRN5JhjxrK34PmVJPrFy6DptyMW3sXDvq8v38hDW4L1fyW6PPvMqW9jThYS8L3HHsW1wfPqG3Q_pBNW4brblj8j_SmkW7PQMKg19bVdpW8XDwTR3_FKY9W58s2Ng26nv09W4Zfhbj5VlGCSW62jjC896XWYCW2fD4Pl9cGrRKW7J73dB6RP6qnW5y15wG7pdPhtW7B-Z0_3-LL0vW9jGvcb7H7mTWN5b_TyY788TtW7MHGRM63-hwSW93gSFs7GmVSVW7SsSWs49dM5NW4kcp3Q1p0LVqW1PJb5795LGvqW5lD9799gkvhmf3gLDRR04 ) , returning approximately 30,000 CPU cores back to its Kubernetes clusters.
In other technology topics we’re covering:
- Open Notebook is an open source, self-hosted alternative to Google’s proprietary NotebookLM, and TNS regular contributor Jack Wallen recently tried it out. It allows users to safely integrate AI research tools on their local network for enhanced privacy and security. The Docker-based solution covers more than 16 AI providers. In this tutorial, Jack helps readers get started with the tool (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3gP0xW7Y8-PT6lZ3mvW6PrDgs5H38x-W71hNcG2kfCHCW95nFkg7CsDKdVhmtmH4s2LjkVgK1HR7d7bQVVn5JDq1ypk81W7FHHn63sg9mWVphJRX6_1czjW3vGM9N99WX2pW6V6NWY2N1v_GW4g7jKQ56FSL2W4WCZpZ6-TgK9W37Ng-36GCBC7W4nFr3C1QyMv6W57d_wd3r0SC6W3LBjpM7xqHDnW8RpWKR6x5G4WV5nPgm2fNjTRW3T6--w41hDkwW4xn_L88Vs6mXVXSMdP11L2xgW8xx2Gb1X4DMqW4NY_8R4NvDF_W67qTNy7Nsr_dW5hyT623FHvYMW58sM485nndjtf6_0RFn04 ) .
- The rushed deployment of AI systems is reminiscent of past cybersecurity failures, writes Chris Sheehan, executive vice president of High Tech & AI at testing company Applause. In this contributed piece, Sheehan notes that only 33% of companies use necessary adversarial testing, creating a widening chasm of risk. Traditional software testing fails because AI models are unpredictable and can manifest subtle failures like bias or contextual misinterpretations that only surface through human interaction. Chris recommends organizations follow three pillars to create an effective AI quality assurance program (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3gP0xW7Y8-PT6lZ3pWN2mCd92p2W5WN2SNp03ZQw8WW2tGNt68zZNb1W6dVsjb7DK6LvW3fq1JC89rPrgW1NGd2l7WJTZ-W3T6gkb6hC56LW8sR1zb4rVP2qW1z7yzv5BswM9W5cBdMr2Y5YNWW6DK9nJ8zWVjRW8gZ7464sV18SN3TjJqRXPb1SW8J07B07XxDSjW57hf6S2-S93sN9d0HKjfZG5KW68Y9l_1slrC_VRTHk23bGSw9W1N8dYl2kxGNYW5T9Rvj7TF0lTVNNrxW1FmlmQW3YtXYS862pBNW4DP-N43VdRYvW2zNFHP2WP-T-W8D56Nv7cyRcHN2cNkdlVcRq-f7Wp10404 ) .
TOP OF THE STACK
For Devs, a Fix for AI Complexity is Hiding in Plain Sight
Featued image for: For Devs, a Fix for AI Complexity is Hiding in Plain Sight (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3pYW4r5xcq23Ygd8N5xjjfX3Jbm-W3Zc7qF4_WglrW4hC1Yd7zRG61W7Vp-DQ3CXgp9W1RNCf-8tZ2gsW53fwW62WtqjGW71rNR48k7xD6W279n0m4SRt45W2jqc6p62KqJZVxy_Yk8rWpZkW2HnnvQ6N90BSW6DLW8K2VW893V9YHDB6SW-MnW28jNp912Dc2WW7CQQbS12ZmCZW7nPMqm84n4qyW30mS_V10SbTXN4201w0KsxcHN5jKcmyGkcgSW3rsh-F5pn7T8W7bCr9V276XrPW4QfTZL6vTt5gV5W2zR356nzGN8wwc3QjJKNxW5SSZZn1w3tMhW4HQ6jx3CVP8gW4XTDwG49rL1Xf63X1Sq04 )
As AI agents transform software development, managing their complexity is key. Discover why developer-centric observability is the essential solution.
The agents are here. So is the secret to managing them.
I went to GitHub Universe 2025 to learn about the state of software development and its future. No surprise: Agents were the primary topic of discussion as the conversation shifted away from adopting AI coding assistants to managing agentic systems.
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: To Wrangle Cloud Bursting Costs, Tools Need To Evolve (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3nVW2P0Tny3psnhzW87RzZT6s9VJ2W16lYm_4pMpBMW84GqRT8jHwT1W48HQxM8cPM_PW6Q0FW972kcFRW32VGxg3Z9cKwW56gnC736k4sbW7wRgxy1HcCfKN1xdBmyQgr5pW2R2y495Jrj2hW2JK9v_5HdZ1SW8m9twx4b1S5cW2n3qTJ8gyQynW4FSz4k2VLP_9W5Zhf261QC4kMW4dDlYh5bpbWWW93w6-L6wDDJ6W1LdX9-1ZmsMnVKlhVK1NYWTzW4sYmcj3HnnLWW6fvn0g438ptHW2TpxL44jJBgsW45kSMm8xtvvTW6_RpRP4dmyRFW8b9xx53Cryc5W6Gfc-697ZdZkW6FRzdl6ptv6jf2pcBNK04 )
To Wrangle Cloud Bursting Costs, Tools Need To Evolve (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3nVW2P0Tny3psnhzW87RzZT6s9VJ2W16lYm_4pMpBMW84GqRT8jHwT1W48HQxM8cPM_PW6Q0FW972kcFRW32VGxg3Z9cKwW56gnC736k4sbW7wRgxy1HcCfKN1xdBmyQgr5pW2R2y495Jrj2hW2JK9v_5HdZ1SW8m9twx4b1S5cW2n3qTJ8gyQynW4FSz4k2VLP_9W5Zhf261QC4kMW4dDlYh5bpbWWW93w6-L6wDDJ6W1LdX9-1ZmsMnVKlhVK1NYWTzW4sYmcj3HnnLWW6fvn0g438ptHW2TpxL44jJBgsW45kSMm8xtvvTW6_RpRP4dmyRFW8b9xx53Cryc5W6Gfc-697ZdZkW6FRzdl6ptv6jf2pcBNK04 )
Featued image for: Solo.io Open Sources Agentregistry, With Support for Agent Skills (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3prCCW95jsWP6lZ3kRW8-Nxtf1JpWPdW2yJpsk2kpFQQW6g2WjH25_TVpVLDPMp8y1wzlW45bLXs5pCg6SVq5HKr4Vg4KZVlgc_P1fmYNBW17mmDD4fPT_gW4z90kz3M2lV-W3JGRkR7vlNMbW3dvvR19kbSHrW7nlgB_5P6XtmW7wQWnL7xhsqbW8vnSWj1QNQKHW6dhhNt3yR87qVk2Lhx64HdB-W4H16X66Z_nkyW2w4dWW6Z94D0W63_YxH5pwFb_W3qkccK6LCQ9hW8t38bC29JNyxW29jv3b93yd09W6v8Xhz6LmWzLW2CvX9t74gYVvW8p_Q5r5mNbpdW1Rz2pV6M6MF3W565ccQ122n-JW31ZQBr4y2FWSW5XpZyM85VBHBW23Vlnh2kvrFsf6vC-qR04 )
Solo.io Open Sources Agentregistry, With Support for Agent Skills (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3prCCW95jsWP6lZ3kRW8-Nxtf1JpWPdW2yJpsk2kpFQQW6g2WjH25_TVpVLDPMp8y1wzlW45bLXs5pCg6SVq5HKr4Vg4KZVlgc_P1fmYNBW17mmDD4fPT_gW4z90kz3M2lV-W3JGRkR7vlNMbW3dvvR19kbSHrW7nlgB_5P6XtmW7wQWnL7xhsqbW8vnSWj1QNQKHW6dhhNt3yR87qVk2Lhx64HdB-W4H16X66Z_nkyW2w4dWW6Z94D0W63_YxH5pwFb_W3qkccK6LCQ9hW8t38bC29JNyxW29jv3b93yd09W6v8Xhz6LmWzLW2CvX9t74gYVvW8p_Q5r5mNbpdW1Rz2pV6M6MF3W565ccQ122n-JW31ZQBr4y2FWSW5XpZyM85VBHBW23Vlnh2kvrFsf6vC-qR04 )
Featued image for: We’re Repeating Cybersecurity’s Big Mistake, This Time With AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3prCCW95jsWP6lZ3l3W91qPLC5_3gTGW6yvd-V9cW4mBN6QgpFcHL8HsW6ff04z6nV6JLW4RWr9y7DpKrRN9cjhr08G-YJW28Dytw28H-KcN5vQZxFS5S5BW4hFBJ62htv4vW3pCH4f2rzjwJW7ht3M68pW3LKW8LBnRm6tVnKXW4q6DSk5Zcql_W68-9c14_JkN_W3btDQt4Tt9F6W3SqzRn19m3QhW4K3NG85jHwshV6kKNF4xDmN8W4XBkCc7ZwKqvW8dlhJk7MjCG3W6z48Tz3TZLLZW30WdWs6DWymGW1hb0TL3jkbhMW4SQS3B6x8ZDsW4bDjQJ4HDfvzW5C30fk9fRrB9W8-MBMF7r_SySW3y_bFG2jpBlvW1V4Q4Z32wC94W80wnWn4vVCPjf2lJx3q04 )
We’re Repeating Cybersecurity’s Big Mistake, This Time With AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3prCCW95jsWP6lZ3l3W91qPLC5_3gTGW6yvd-V9cW4mBN6QgpFcHL8HsW6ff04z6nV6JLW4RWr9y7DpKrRN9cjhr08G-YJW28Dytw28H-KcN5vQZxFS5S5BW4hFBJ62htv4vW3pCH4f2rzjwJW7ht3M68pW3LKW8LBnRm6tVnKXW4q6DSk5Zcql_W68-9c14_JkN_W3btDQt4Tt9F6W3SqzRn19m3QhW4K3NG85jHwshV6kKNF4xDmN8W4XBkCc7ZwKqvW8dlhJk7MjCG3W6z48Tz3TZLLZW30WdWs6DWymGW1hb0TL3jkbhMW4SQS3B6x8ZDsW4bDjQJ4HDfvzW5C30fk9fRrB9W8-MBMF7r_SySW3y_bFG2jpBlvW1V4Q4Z32wC94W80wnWn4vVCPjf2lJx3q04 )
Featued image for: How IDPs Balance Productivity and Control in the AI Era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3l1W6LWj2V4Xjfb3W36Bp5m7qnrrmW7bf96v4g6MslW5TTPRV3p0hkRVVjGXY4hBJMFW1mJlff8-B5CQW7W301j7bDcKtW7VqTzN7gmL0sW6fpMgn2Z494JW8WDp2n2MZ8kmW4ZpyLC43Q6w_W60SpyG5KL5d5W35zQz76g9p9DW8W5bwn1Ld6RzW5-974t3VGV7GW4yLx_X1wB8WCMJz-lBcCHRQVDLz-M2bD8hRW3x94gX8ztPrHW5RfYl46Ns91rW9675N-19TLG0W9jS_KK4j7jgzW83kmh18XDnbPW4Nnsp_1d4djkW5Dzm6b2fZBQqW1K1NNV3NfRJGW8mL3k06-VrQgN3_pjyzjJFKTf7GJ74H04 )
How IDPs Balance Productivity and Control in the AI Era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3l1W6LWj2V4Xjfb3W36Bp5m7qnrrmW7bf96v4g6MslW5TTPRV3p0hkRVVjGXY4hBJMFW1mJlff8-B5CQW7W301j7bDcKtW7VqTzN7gmL0sW6fpMgn2Z494JW8WDp2n2MZ8kmW4ZpyLC43Q6w_W60SpyG5KL5d5W35zQz76g9p9DW8W5bwn1Ld6RzW5-974t3VGV7GW4yLx_X1wB8WCMJz-lBcCHRQVDLz-M2bD8hRW3x94gX8ztPrHW5RfYl46Ns91rW9675N-19TLG0W9jS_KK4j7jgzW83kmh18XDnbPW4Nnsp_1d4djkW5Dzm6b2fZBQqW1K1NNV3NfRJGW8mL3k06-VrQgN3_pjyzjJFKTf7GJ74H04 )
Featued image for: OpenAI Recovers 30,000 CPU Cores With Fluent Bit Tweak (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3q1W5MfMvH8XKKmGW8rzXk13JW87YN5q3rtw2wRcNW5VHpdS4WYMK8W6tpw2d6-SplXN7szlTk8YFY_W3fhdl527N8-vW5c7x0Z53S7djW7D7NX07rDNJ-W5RbPRy59FgK9W53jw-T8Dt5ZkW6rrCwP2Z5314N47tc0hK-r7LW2ysrg73k0lPJW1XnnNz5CVr61N5Qk3SC3STpSVS7vNK2DN00cW4hjV2G2VWH2GW1SNKzw2fHWC5N6XbwjqjXH-pV_Y8Vm7QC7hFW1H8FXl8TR4L9W6dMDLP5pLP2_W23DHfH3-qrczW7VjYhP2ZnFQkW6Lm8Tv46xVrlW3BqYXp8mLLQ4W5DKtWd46txprf82_N4d04 )
OpenAI Recovers 30,000 CPU Cores With Fluent Bit Tweak (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3q1W5MfMvH8XKKmGW8rzXk13JW87YN5q3rtw2wRcNW5VHpdS4WYMK8W6tpw2d6-SplXN7szlTk8YFY_W3fhdl527N8-vW5c7x0Z53S7djW7D7NX07rDNJ-W5RbPRy59FgK9W53jw-T8Dt5ZkW6rrCwP2Z5314N47tc0hK-r7LW2ysrg73k0lPJW1XnnNz5CVr61N5Qk3SC3STpSVS7vNK2DN00cW4hjV2G2VWH2GW1SNKzw2fHWC5N6XbwjqjXH-pV_Y8Vm7QC7hFW1H8FXl8TR4L9W6dMDLP5pLP2_W23DHfH3-qrczW7VjYhP2ZnFQkW6Lm8Tv46xVrlW3BqYXp8mLLQ4W5DKtWd46txprf82_N4d04 )
Featued image for: From Physics to the Future: Brian Granger on Project Jupyter in the Age of AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxkW5m_5PW50kH_H6lZ3p7W8MbMbM99wZ9kW8m-GmM8xv8J6N85fsFlzN78LW1hmk3D4m1v35W2JPz-24DJK05W2ZPGhK586s5RW4MTtH42Ng-dSM865BdF3KGBW54tSq55DFj8_W5dvlM37D-yrbW3z4P-54ch7dKW8tk1CQ8Prsq9W3q6B0m5_QV1dN44V-lGGmL_zW989_mZ67hX1pW89NQsx8bH4MkW5DzTMv2DZY3JW771BYL3Yzmp_W8p0s857jkXmBW2T0J_D9lwhH6W3bJTVm2yT87PW2wbljk3mTCMYW1XFslP5Zm9FFW3Gb_Qc4WqlJwN8LSglKF8mHjW4v5rhW9hXlCdVD_JFW6BSXC5N2KXPGL9_XDkW8t8-jY8mjf9bVL_G3G8_kYt_W6Wp1HN7zzy4NW3y9LN639rFdxf3m57zM04 )
From Physics to the Future: Brian Granger on Project Jupyter in the Age of AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxkW5m_5PW50kH_H6lZ3p7W8MbMbM99wZ9kW8m-GmM8xv8J6N85fsFlzN78LW1hmk3D4m1v35W2JPz-24DJK05W2ZPGhK586s5RW4MTtH42Ng-dSM865BdF3KGBW54tSq55DFj8_W5dvlM37D-yrbW3z4P-54ch7dKW8tk1CQ8Prsq9W3q6B0m5_QV1dN44V-lGGmL_zW989_mZ67hX1pW89NQsx8bH4MkW5DzTMv2DZY3JW771BYL3Yzmp_W8p0s857jkXmBW2T0J_D9lwhH6W3bJTVm2yT87PW2wbljk3mTCMYW1XFslP5Zm9FFW3Gb_Qc4WqlJwN8LSglKF8mHjW4v5rhW9hXlCdVD_JFW6BSXC5N2KXPGL9_XDkW8t8-jY8mjf9bVL_G3G8_kYt_W6Wp1HN7zzy4NW3y9LN639rFdxf3m57zM04 )
Featued image for: Your Top 2026 Priority? Prepare Your Data for AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3kvVMvHz67ftdF1W9gKx4f3dmJ4gW7K4Yxz8tWkxmW2lFFH53dtjdbW7WG2nn3SDBz3W9hskzY78bKkmW76J-RV3LR5SgW16KPBg69Z-nLN47yyt7KfnYjN3y7NnXmSW9nW8P0ys_8X4PGwW5pF-ZW4r9WZdW6wQddt3PNXLdW6kG9Qp5bCK-rW7nyBlp6p1QDBW71vgx82rm-CPW81G_jN6jvn3qW8mL9p_6zTwSKW6S2jfj85LC1xW2lr1Hs2FGqHLVSX1cy4P-VjqW5fTQPC2CqyHjW2tMQB42cf4M2W71jtXm8T_7RKW792p4V7FdxSVW31ftkn53vKyLMXgRK1llC9PVwD-Jy7-kg_Yf79n7QF04 )
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How To Build an AI-First Organization, One Engineer at a Time (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3prCCW95jsWP6lZ3pZW272zQ72chF8zW2H3tKP4Yrw8jW5lM_gF4fmKPDW22BYG932dXdBW60cxpH7lDvMsW1pND216m_hJwW4mgV738XXYMyW4Sjk-c2cwX8jW5LYqCd34pTQZW5LnzRw5MT4KjW43gP_676_ZwzW4v9ylj2WmPFGW1tyR5F2V8gglVpTZ5J5s_w4jW4B1DKV7YbkTnW6QQ3rV6tW9qfW8NJmWY6f4pzlN3_JBjq8VQ4pW2WkWZW5KVskJW8hn0NJ5bWWZsW4NBlwV1bQ4_8W76GrQk6SJpNdW3x3mGf4t5hd8W3_t9jj8SW7fcW14TbC-98SSz0W2RYHpW6w47WZW4xHyck5mcC9KW6N_FF46nGSbSF6KH-yN48XGVQLhXM5v_6Knf5KHHb-04 )
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Featued image for: How To Deploy an Open Source Version of NotebookLM (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3pJW1w_TvP2n_520W7LzNYm8L06DsN77Z8R79dh4gVLg4lw81r_YBW26v1HV990SRSW9byClz134y4TVpSsq05Ry9mJW5ktcmd46W5gCW5CfX2z2B3lvdW4xZKT02KVRMJW3BFs0q30hZywW3TgzLp5dsqMdW4SNGhX2tYRvYVDfqV-2_tprhW26DL4Y8vJGSlW5fmlzG41dyhTW4VK1Ml13grkDN3m_fWJKMYXgW13LsRw8XlzJtW4VKk8P4jDDg9W2YM6pv79CnbvVht1VP2hspxXW698xcQ3L2kJFW6rC-Rv63wFgBW1wkx3V45mTmtW2lKCl34lTgQXW6j_N792lvrFkW1XZdyj623KZRf115LJg04 )
How To Deploy an Open Source Version of NotebookLM (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3prCCW8wLKSR6lZ3pJW1w_TvP2n_520W7LzNYm8L06DsN77Z8R79dh4gVLg4lw81r_YBW26v1HV990SRSW9byClz134y4TVpSsq05Ry9mJW5ktcmd46W5gCW5CfX2z2B3lvdW4xZKT02KVRMJW3BFs0q30hZywW3TgzLp5dsqMdW4SNGhX2tYRvYVDfqV-2_tprhW26DL4Y8vJGSlW5fmlzG41dyhTW4VK1Ml13grkDN3m_fWJKMYXgW13LsRw8XlzJtW4VKk8P4jDDg9W2YM6pv79CnbvVht1VP2hspxXW698xcQ3L2kJFW6rC-Rv63wFgBW1wkx3V45mTmtW2lKCl34lTgQXW6j_N792lvrFkW1XZdyj623KZRf115LJg04 )
Now Available On-Demand: AI Search Webinar
Large language models and generative AI are transforming search, but can we trust the results? Our insightful session (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3gP0xW7Y8-PT6lZ3pNW10KH8g2x4JrsW3DXwF037Nvq2W6mljWZ3yCXt2W7bH9-52BGgZ5W1SzV7R90wjVlW6LV0YF5Zd6hcW1RG1Zq67-1ztW4NTZTp5W_NqGW1P_8y-51dMwSW43hfy981l9JQW8n747c6pDG37N2ZPS6hNzVWnVrM-dv6Bwwg7W7Ky3ZV2vSv77VLpn5c3FVNxCW72q0bF7hXMrGW1hY1bZ73djL2W4WZ8zY68x915W4FPLZH57jlN7W4HY5tK3py4rzW44TcBx53XpD1W4BfPfP4gqxMJW5W8J892cYmCgW3ZMW097p1jT7W3PM9bG5zVf8GW1d8V566hMFwRdmQZCx04 ) on how GenAI is reshaping search is now available on-demand. Don’t miss out!
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<div id="preview_text" style="display:none;font-size:1px;color:#f2f2f2;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">OpenAI's Tweak Recovers 30,000 CPU Cores</div>
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November 13, 2025
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<h1 style="font-size:24px; line-height:1.1">OpenAI's Tweak Recovers 30,000 CPU Cores</h1>
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<p style="margin-bottom: 1em; ">OpenAI discovered that even small optimizations yield massive cost savings at scale after identifying a hidden CPU bottleneck within Fluent Bit, the observability platform used on every Kubernetes node. In today’s KubeCon coverage, TNS Senior Editor Joab Jackson shares <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3hCZYW8wLKSR6lZ3pwW1cgnS03k6yJPN3trknF2tVmyW5D7Ss28GXHM0W7HPQJw73Dh8ZW36Sk-Z4pRjGGW1y4sFB52zhXnW234_Qk8XB_MbW6MNF_H2QVX5yW871l7g7KCw4SN2MkZFf1D49rW7fqFcp5JLkL-W73mXyz8bW3pVW1FF95K3DW25KW4yMkZV79LVRxW6t9xKw4DfLTcW3Y2FdS7nSGMRW1GzCg88lqc3BN792KrslnsvRW1YDRg16P2Pb7W42LG-v2_N8JCVSRHyL5BY9whW8r8R3y1B-_xLW6H5RTc10fmhZW8Xg6h367S8GKW90LTxk43GLT3V-kD9r59VNKTW3GjGRY2vmx2JN7N-1zbsWZq7f6l9qQz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="OHkcbbPO" target="_blank">how OpenAI found and disabled a single unnecessary file-size check, fstatat64</a>, returning approximately 30,000 CPU cores back to its Kubernetes clusters.</p>
<p style="margin-bottom: 1em; ">In other technology topics we’re covering:</p>
<ul>
<li style="margin-bottom:15px">Open Notebook is an open source, self-hosted alternative to Google’s proprietary NotebookLM, and TNS regular contributor Jack Wallen recently tried it out. It allows users to safely integrate AI research tools on their local network for enhanced privacy and security. The Docker-based solution covers more than 16 AI providers. In this tutorial, <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3hCZYW7Y8-PT6lZ3n1W86lYwZ3zghfyW2Mgzc31q3m9SW4y7Lb58xKsqGW8s1mzb8_Yy77W6CbLwN6BD1SzVymHJT7Kv8QFW1qyQnJ3GsjlSW8t605t4HHjGZW6pfWms7_Jgd2VJ-BPD3JKfwXW81_krn97P4dXW3bfdMt1TvmsKW8kpR0C4Dt_kvW8n-rTN97cJhgN27T7gK2NPbWW7Rz06C5qJzwhW1f35TV6vK1s2W8_4_q65sVKtQW80WsZW68LqTzVw66Hz7s9cm4N1TZ2RrvKJWMW3_sV7S1xdJ71W8SpHSB7fMjwGW4NNd6t6xcrg4W75sfkw5bBDy1W2mPSR357XYz5f8xfZb004" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="/9HlXkm+" target="_blank">Jack helps readers get started with the tool</a>.</li>
<li style="margin-bottom:15px">The rushed deployment of AI systems is reminiscent of past cybersecurity failures, writes Chris Sheehan, executive vice president of High Tech & AI at testing company Applause. In this contributed piece, Sheehan notes that only 33% of companies use necessary adversarial testing, creating a widening chasm of risk. Traditional software testing fails because AI models are unpredictable and can manifest subtle failures like bias or contextual misinterpretations that only surface through human interaction. Chris recommends <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3hCZYW8wLKSR6lZ3p2N6t0k30p7SpJW2vWf2G4b0ynZVQ4tLy69KRN_VldNth4pLnYTW5Wcj6j6STjknW6GhxSX7df0mBW3R7JvT1q44gMW3DkQ_v9dStnKW1_ZwW657Q--2W4QYy4d2Dc2CcMxmJH6f28pZW6BnhGB1HLvWgW40_qTc5g-xKBW5PxtqD77bZ4gW7JPLZY1SH_m2W3GWRkB6FhlvpW1S7MJ053yTq1VvH7Nq4j2T38W3g9xGv7fP9NTW1PZQV22LRnb7VPTz2t152H2cW6SKGSJ17M7xlW88fQnk7rZ9NGN7Kmc9xzBw4LW98SYrX8YKwxTW7RxQ0s8KrSt3W3qs2Gj6KPQYgVqDDq38RW9zjf7m76Wj04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="N1BZVseO" target="_blank">organizations follow three pillars to create an effective AI quality assurance program</a>.</li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3pjW4jDSSL94smBgW3F7-2d6DL7rjW82jfNN4hwM9YW5l-xV85BKfLzW8nNR8Q6pPZz5W6hjpnH2th703V9G_BS236BbXW61h_828f94sjW7Lx9Qj2Qjk8-W2DQdf78VW9BMN3Q1yx3lnybNW4jKF069jCH3hW1508T926kzg6W5T7JkQ753n_yW1_wBDw4VJQlZW5Y85R-1skh40W8LTLrz75NgfNW6cS5zG3PPKsLV3d0S23hvKW3VkchLg1rWcGmW7C47Y1755nH3W2fR9-l2mw553W1Xn5sd78H-HnW17tV0T4p30VRW8g-5Pj9kk2bVW4b22nl4LKQ_5f4KCVHR04" 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">For Devs, a Fix for AI Complexity is Hiding in Plain Sight</h1>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3lDW3RsfvV86qN5HW95VqfV2zJ0rnW2cJYw91ywmW9VzGxBC1XPZs2W3Cvw_K7MDx1qW7qjk9Z1tJLCmW1Xfcnb7JRyfqW6r6vl95lzg2TW8Z36cm5Cb6nvW4-67-94bPM2XN6lKkMkYNj-VW1vl97B2Bd4XYW3_75wL8bbMskW8gDP_t2l4ZL_W46mGz53kLlb_N68wQYGGnP4-W4Y2l0H4M0NQJT9lrw4gKmllW6J5qF06clGKnW3kDqSc1-Y2NrW2KTYt85PPZgYW3bPMF-64x7GKW4Sjwl56gxyV1W77TY8v55hNg8W8ZRyvw6BbR8qW1bw4rN5zbb5xf6Pj0SF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="DJ7HYICh" target="_blank">Klint Finley</a>
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<div class="excerpt" style="margin-bottom:15px">
As AI agents transform software development, managing their complexity is key. Discover why developer-centric observability is the essential solution. </div>
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The agents are here. So is the secret to managing them.
I went to GitHub Universe 2025 to learn about the state of software development and its future. No surprise: Agents were the primary topic of discussion as the conversation shifted away from adopting AI coding assistants to managing agentic systems.
</div>
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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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<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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3ndW2szFby83Z5gcW4MqTLv39xH2WN3F51_DXFmj9W2JflLY3HFXhzW3nb_V51nGKSsW7pYVtc6_0gCqW7c78yD8C8NXrN6Gh4t6GNkLLVf8JP85vdRpvW2r86m12fMZ3wW42s4FW4XvRYSW6j3zG67-nGQJW6Lcnbw2WV2psW8H5Wsx6-Ns-_VdF7Pm1M12lhW98g-LY2862qkW4b9sBb7R99vNN1nKRMgkT4lnN32pXDCCyvNtVCkJMw8PcqT7N1R5XwFWTrBFW8Qpyhl8bGJbXW9kgpd-7M_3HjW8hsQYH4MwMmTW6YyRl63b7dMLW1svpwT8Y1CGRW5Yn_Kl96fSwSW1Djgl971CpHCMvdBlL4QXh2W3v447D1HVJC6f4H8MwT04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="l8SMBsjn">
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Cloud Services </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3kVW1fRDg_1_5_ylW4xq20S65ckXJW2zmYtm5MMKGnW1lW66J96P5MYW2b2DX13rz1FQW6Lkct84gR0gPW4-xK-G1ZX1hRVmZ7Jz51fg36W20rYQc7jZR77W6W9NS07D0BB4W39l2yb3GQ3xQVZ6P1h2Sk_Q9W5PJ4VY5_n_-fW2GhmKQ3sMSs6W4Zjchx7j_-LBW6QQXRn8y8p_qV-LBmd5Hp6NQW3bvMdt7S92lsVD0sfN2KtJBFW2qLWf43-bpzqW2D0bcs7x6C-FW9dYgld7RLH-2W1HP02X1NPg1FW4SdnHz3p_8dlV2ytKt6fq6SlW64M3hC2KJvMPW47zRcs188kFbW8DL3Hj4WM7GWW26Rdrq6r6n2cW3t5NGM6ftW1vf5z64W004" 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="HDE61JwQ">
To Wrangle Cloud Bursting Costs, Tools Need To Evolve </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3pwW93w9lR1JK8CDV_LXJc8rbdPtW3nCXbL17w1-cVlR2wv6pLF6dW98bQRJ3Kbw5WW1yW6PS7QlxRGW9cbGKr8BPfRKN4Z10Chv55DBW6-1C4s1dVn3gW2tDY385DNkZVW3pl8cM2nbv9BW6CyR4w7k-BPKW5jKNPD3v-3j4W2cnHmD2JvBTDW51t_n31YtBr3W89CQsL37sFpTW4LXSL08XM9jSM-56kX2Q_wZW7Npfpv17Vt7QW58WhZV8pfmKHW5RvWDF8rB39WW17v1BG2Plp1gW69tJ9n8lPH1cW78vSJp5HL1qxW36HqY418C8S1W5-y9kS6ttjc_f120LFs04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="LpaVH5X/">Idan Yalovich</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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3lNN4QY1DM1mLQSW3LzlL28f32CVW1tWsH53hmzlNW8d3Cvk6G4WN2W7V0jyd2gxvgrW1hgdHd8VT4wrVyLFDc89RdGqW7NMdfr6G3FBKW1_9HhN8G7MXRW5YSCWH8YsNl1W8lBf2414WG3kW3hbl2R3NQJfsN6Dt8rq1fytSW28g0B44nldCNW9m1qmt7TmvmrVJGTFC5Ql1S_F8QBbmdkXqYVDR76Z2gDdMWW6khvvB6r2y2gN8TxVvqKxN80W3Qdcb347B_R4W7Q1tMP7XgwPKW17LZM94TD0C8W3mcdf24LNRkcM-CTfrnhgWXV19FDW2RB8V2W95N6NB9dRYGGW2L6vpK9dCdy2Vrpc1F8dwR03W5wcL828fxr30f36Fm8-04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="mg8NiiUC">
<img src="https://cdn.thenewstack.io/media/2025/11/9cc69fc0-agentregistry-logo-2-1024x576.png" alt="Featued image for: Solo.io Open Sources Agentregistry, With Support for Agent Skills" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3ldVKqz-G8PQVl7W6fLq2L24FKjYW1jXw5Q33tbrTW8BpkL16ztxnzW68FtdD84JjD_W5whY6K8R8fKPW6dmbjd6cfVlhW6r-58Z3XtmMvW8J3yg84LHwKmN1PKSt52s54XW7HdkK25H2QXsW65Mwqv62ScFTW7Z03rg2MVTbtW4l3pDg2hJK86W5LfQmV1zbw-sW54_Gzk92VP9SW3Snnkh8gNZCcW7y8R7L3_5HCYMz-VbfnGwPcW8ft5wR4jNjCGW2kDmrx3VrYcqW1Fxtq74H2YFJN23SRcBfWZTZW34bQky4_R_5Cf58Lvwz04" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3pMW1G1K0t2QGRksW8xtLzQ6qVN36W73WVmN7XhC18W9hc3sy1nqyBhW4tb2Lk7hRDpGN6cjM2q276Z3W8WVKMz2gmWlZW4p8l4D2-bqvTW3Q-9l58YPlg4VQ-YG44LFmz9W3PXsbK2jkrP1F2_PDqfkmxzW6vL2WQ3JcBD5W8Mfyf_6TPNp9W1-qjcl641Kl8W2MX-9G7QXrWxVGXNqv81wm8kW83NTbY57m0-zW8rZcJP7BbpV6W1S0vKS1ryYb2W2wSpNH9cldZBW4cXCBt73_t_JVgvXMs4xkDfcV9SW2G8Q5R_cW824gD183FD25N4r_PLbR3FGLVV-XRN5JDly-VJKRKG65BrYYN7sf3jqshsDNW9ccTCh3DCy-Xf942n6x04" 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="XlV3Zdbx">
Solo.io Open Sources Agentregistry, With Support for Agent Skills </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3l3W42qVny2qK7nqN8d4MLCvG2b3W3DTM-S7sx5FhW1khtZD9fkc9vVKnky72NsXJpW3WW33z4SnK0FW7rRVtP3wnGt9W2W87qV7M7WltW2Fv75k8DTgQ3W6lVTzj6GN2pqW8gQk-73Ccxf7W1xYnws2wT-lsW6cTc152qr6MTW982QFq7ZBpCqW90WTP18SgHc1V4fGmh6lqnTDW6SRpQ_2MC4h6W9cJhNP3zMpTXW17j8Qs5Q72bnVK4MRx3n_NRWW4QCSMC2NfTkwW149dCc69C5z4W55yNZ09jZWg4W5NQJZ_30Pwz5df1SS604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="yp0S4EeD">Heather Joslyn</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3nsW4vRPw01S07BYW3TpJxJ60MfftW7XyDrY4CK_qdN88Bf4dXj2J3W10yqGh4mQ4vTW1G7VXM5xfdMLVYmYdC9k-mtXVX43Nt7lsl8xW51rqrK80GCp8W2BRy8S7FsXFFW73znPp7nVqVWN73J0RmVggyMW6LdcWN6zfpfYW3Y8HZr3RP6tgW2CdGwc63cNnYW4ks7km5yK278V5mvp192m3kxW9fyh--6D9QnzW15659W4pcyf_W631KFz3Jl3sJW6pD25R6TN_HRVDvLDQ1KlSS7W4cdKZz6vrHDjW2pJ8H64XJ63hW8Z65Gb5GhGzMVvL0LP5db26xW4yTrS87mn1xfW9j5Bml2Bw9WwW7MY4mG5tCpHSN1-v3wGBZVjsf42lXGP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="cBpSvQhj">
<img src="https://cdn.thenewstack.io/media/2025/11/bb37e9cc-ai-1024x576.jpg" alt="Featued image for: We’re Repeating Cybersecurity’s Big Mistake, This Time With AI" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3m4W2qb7jD89vrmsW6zfy3g6Hfc2BW80W-SF26bYN4N89Z-1QqXmNbW6hrdVd5L5M7wW702GGc4jrQcNW32gX1N4-ntTPW2yVy3n7rqp-pTt8kj8F5Qh_W151dCK2K3zLQW1_2r-55qk-zxW8nSKHZ8b_F2fW7GtPRf8f-SWmVNkdN_68wlkYW4myVRC36jnNrW3FrPQL8sqM9sW4_3SHg5QDMR-N7JtTY-cSbXRW3yZ04K3rYmz0W3KsDhx7zP7NGW3-YwdQ7nkz9VVbVlG45wTVyTW1zW-B-4Q1RdRW75DphC44MM5pf5SbjKx04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="lrEPcYOC">
Software Testing </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3mMW3p-SKf4V_DqGW6D2Hsj5kJGRpW4HsfCt2xkxJ0W2YLcBx2DZ3ZJN6c0Kyjt_GDnW3Xfh2Y4lV3WdW3vZYs88QlhbNW99FjWW2FfR-GW4-X7TJ8hKT9pW2C9tbj5Tv7K2W8VcqfQ3W4bJjW1P8Tl6792msmN687jzSQNxG4W9bkdwC6MMXwBW2Ks8LF7HL9vHW3W8hFl7ZhvL4N4c6K2nLHdkdW26xWgJ4t9kDCN8lz4TDTPzr7W47lQ756mg1-zW381gB23fMKNZW6NH6HL55M-6cW60lzRx3HjmQNW1r2XQ644VbZGW7YXntq64MbhrW6qdKhb3tR8ZkW4CH9mN18HzBhW7ZhYlH84jGtSN40KRd_M94mjW6DBczv33DvnKf1Yf48804" 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="pnzMwfGU">
We’re Repeating Cybersecurity’s Big Mistake, This Time With AI </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3kzN7Qs7cBGMs0pW5WX8kn1ZRmWCN74j9g2tFrsxW3l9kz94Y-nNxN8QmGsXyKFXLW2qPCPf3J-3yvW2k_tL71YHjqgW2ccgH11Z1PvHV37Hk55HjvZVN1b-z6xCrlnYW7lrThk1WL5mDN4jftgf74RCHMlWH5W-c86XW7RfbWn69nrs6W1pQMcr1YDbF_W5SFDxF3vyS8HW81cZ6B2ZgH1YW8_T9029cKpvZW4g37rm2GvS8cW7gyJQL3GSCmbW5pKn068xsgmqW6WpV_575XVcZN1bQ8Gw1CgBsW3xZ6gj60nLVJVsF2BG6CbzS4W7ySCcg3mx7nxf1Df_Hd04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+vqZOdUs">Chris Sheehan</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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3kRN8zDsn5XKvW6W6DbWpz51XHs6W7DMdzh97NNZjVq2K-G2WXlxZW2jgyzT8_Lp4gW5QVgxv4jg0DGW3wqkHR32hZ5NW3G4R3_7fM3S0W3gK3NJ5sqZvlW11SFdG1gkBvPW7BVT6k1jlQwnW5_dvl623T5JdW99JMzl132kKDW1HJ-lk3-BHsDW7_7_Wy97RQngW1X9w0X7K4yxlVstgQw60GVZLN2bvVvZj5gHBW626h8321mbxJW2yJ-TB2vdFS1W6jhZ048CfpBBW59G3HV5NmDcsW8H8pF16YjDg1W16Q5q48ds0HyW8s4xs53_6MGYW7NP0GP4GCTFgW72Crmv8rqMhTW7py61v3rxB9FW8B6hGy7llbpLW8Jv5025zDBmBf7JBn1F04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="1XXpYwmZ">
<img src="https://cdn.thenewstack.io/media/2025/11/701beed3-skating-1024x619.jpg" alt="Featued image for: How IDPs Balance Productivity and Control in the AI Era" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3m9N8CCXLkYYvv8W7cY5qF49mC9PN5_h8zpjK8DxW4P246Q7d_g6TW2yFlwh6Qws7mW5jWKVD26L2KzW7Y9-V87_qkvhW6Dr9Z58X4C4pW2D1q-m8rRl4XVjbn8B2W-4Y1N6dsGBy8Pl8DW7c8Rdn20R62yW819KWL8GQ42lMGMyNZVzp6VW6SrgT76lsSRBW2vvVMT67jlHTW7khBTf4c1dYNW6K_m6J416tTdW6SKc3S4qYRfLW7lhBZn6Lq_9VW6zVbXq2lW2JdW6lPKN38WY5SCW1VL9wn2198qhN3DSFK8YQXKpW252try2XLY1WW1QVbRK3fXcKsf1Kj0C004" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="tolLXTci">
Platform Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3lKW4H0rgg91_90mW6DbxLl8sZqybW36TD5h5kqV3WN14sCGgZQY73W1MpPY53rRqK3W13yHc91s0y4xW5R-97p2KbSqyW5vFM632rWRHWW8LmHfB5qbBWGW4fn2gT6m_qjWW7kSkjt7XKngnW31nMqF8V2zRHW9h-p7B20jL7DW56rMXl5x0x0rW7NVdFS5R3xkSW84C-hT1WTvv4W2z3qyy3PjGYTW20tCV38kXZhmW7KqlW_7w3pJZVD4RC21Nrf7jW2CXBzb20748xW8CZLyN8x5gCZW4b_kG_3cKBrVW1wlWyF5jHbSXW29tFlV48dJ5tW5fp3Vl6Gcv-yW4cwXwB6T8gl6W7g9YJy4bd4FcW34R6Td1gC8kdW5HjSyK3LtgQJf5MBF6R04" 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="BKThstZF">
How IDPs Balance Productivity and Control in the AI Era </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3pnW8fhP5Y6l22CBW3_Y3By2NWVx2Vymh3N2WRjmLW4bCR-04nwL13W1NTqQK5W1D-sW7TM98x8JyHvQW6WqyBQ21qzNtW1xPqSn1KJg-pW4yvm_v7n0gLKN70cLNmnc6qLN6Rx9PfLX82yW7QqC6S30ry6WMwVZs1WC6MgN93S7Ydm5D-NW3rXRVx6JwK0wW7Mf9cY8QzPZpW2vHxmj3KV5TYW3ZJcwn8q5LRDW1mbd_L3Rv_B_W3ctxq56zVJnyW57nKl82t3l8GVYhdLN8pByKQW8lQL7F2N0Kc8N2SgyV2TSjMPW7jTBPj8hfhx9W947QJD2LqMJnf47cgGT04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="KPOrU2TB">Dario Esposito</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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3lFW8Q4LXs8nqQcZW54s0X_3QVgXWW9hT_tJ31lTdWW6_6Tcj1NVqKfW5qm1yy3t2136Vb4wcx25vkbtW4CsyfX7-4jyYMhJtdZqjmY5W7XXFY32rdVfvW2V9hRz3jy-ZRW8DM-S07XbbtyW3mVNR26g1VMQW11FJFm9bHs6NW1F8LzH3Hx_fGW6V8nXg8j8dL1W4NZMMg8Bx8YzW3rznBM21MFWPW5LsWWM7s3Dp5W2rYZx95wnwGbN4zYjxj9BLkfW3YyPt4648dB1W61NfCn4ddS3CF4CkdQvY-zrW2wP4l35Fg9YgW8mP2b28GWtw7W8Khb2N3txFsdW43MCYg6l-S7xW2MbC5b338T4WW5pQr0n1yJy-MW7lC6t48Hk3bSf6sWRMC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="vd6ukzIi">
<img src="https://cdn.thenewstack.io/media/2025/11/422018ea-fabian_ponce-1024x769.jpg" alt="Featued image for: OpenAI Recovers 30,000 CPU Cores With Fluent Bit Tweak" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3mTW5YHbDs8vFd9JW6Gk4c_89wshDW1bV5SK2MqtN8VywhN06FxTPcW6fv_JR653J58W6W1JcY36jpNYN7dsb4SMp_fpW95hvj64BKW8cW5qdvb14fvB1SW5RBqjp5N1QMfW7l-1BN3G-h87W6-k4xV6qNRqgW6116sb15HFNKW5LTkhJ2MgHD7W4wnXMP5Wb5g8N4rHdvsfKkf2N1_7BwNlPBjKN5M5zYR1Q_yyW2xF2_185rkTzW5l7pcf3wX9L5W3xy_Hv81gNbSW8jXcm11qXhcNW4Q_j093LymZPW1dcXCj6PFgvsf27yLwP04" 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>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3mlV7BFZy6TvTYmW5j33NV5SkdzTW6B9_6X6-vsh1W7f88Vg1ddZkZW7yG7d25nhtRhW7R089B4QvfCfW2JgMpP34MNxwW5dkHZK6-31pQW4GCtR7518T7fW1w3gsw5dbqwsVNkSC019kfN4VM5f-D8DdGgdW2rWD_68gw0v-W3mTmnS2GYmjMW87j11n6Vz_jQW2qfrn21Qp9zkW2Pmh9g6tSwg-W310YwN78sPplW72ZXP92pmFWQW8G8F0W4KrFtCW84x4BT7bDYCqW5lKKTl6y-V8PN7s4Hsm_Tq3ZW5Wzh6v1mSftSW5LG4Vs4t8-5VW39cGfg6Vz550W86K-DD8fSY4qW5zCddh3lhTSWN6Rdrb-8bctxW4_38SB5Qp9b-f2PhMH004" 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="LGoiJNU5">
OpenAI Recovers 30,000 CPU Cores With Fluent Bit Tweak </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3mQW6DkZKZ3gg-wpW1C7lrR2gz59-V41Lxj8wW6ygW5mhRLW8bHk73W20PkXW9hgtd1W8JcXCD11zPlmW1BkVr_95-GtyW2ztYNF61hHs-N2WnGZTK0kK7W7vWdyQ1VcblGW5MLYmq4mkdmmW3xfnXM50492CW9g7JRC6lY3VHW7Kzv-Y3RbfVbW4Vgxgf7RfzH2W1dZH7t6MNrDfN7xwfZnG7fgGW8k1WVj580xzpW20JdGb2ST0MhW969tQB6k5YHRW4rRBrK4f0WkmW2VLZqn4N5PJTW8HsK0k7lt4bHW941LjP2k2Cvwdqvgqn04" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxkW5nR3bW50kH_H6lZ3pNW1vzk_Z5RM-BqN85qvCZfDmcpN5Tcv8bk-mqMW2Fc8k47Rr2XtW5vNcTN8Ys-6KW99g5bC1KlcMzW6HqtBx6JR57pW9h6tBb3Wr7k7W7HBS7c3rPqQSN6vrmc4T1F8BW7C5vhL3JB4YQW3DStcf6kGy_sW8c8jXJ6jwSrgW2XsvVR58Zd9LW17CV392zhZb5W4W5ylG3Hw9W-N5DlsyFmDl1NW2TDb3d1DYl52W4YSdG84VPZGmVNQ1113MNV-BW5-sLRk9d4pJxN8YrwmD9M7QgW8XQdvX59YjdwW283mBR6DgpFVW1V0jMj7CqMJtW4zbYPF5zbn6pW33z3vN1nDwS2W7c1kTk3xz9dCW82_37M1lj8N3W8m8FRz8j-4g7W2MsNQW2r62j6W5F-rFt1gxm2cf7fXl9b04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="s+YGoCAN">
<img src="https://cdn.thenewstack.io/media/2025/11/491cff03-thumbnail-22-1024x576.png" alt="Featued image for: From Physics to the Future: Brian Granger on Project Jupyter in the Age of AI" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3kWW2846GZ3qr-WKW1bcy9d1s9dtDW25cHQs3pl0VDW3Cwn4m2hKSpQW8KBn324gPtbCW1ZXMTq1PZJYgVcqtb84zrBXJW3kM3d94gS2PKN5-9qCn99QSxW1PBNkn66HjBCW1B36Tc2Tnp5XW5M-LQb5cc3sMW7Yd21X4DH6yBW4kvrhv6ztjPHW5x9ylM7wnK3qW2FYF1Q3k5xl6W211bV_4qT9cSW1qKcmP2KxBJJW66cTWs498Fq8W4K8_Mg2nMNp5W5fx9287j1fZPW4yGD_G93YDJVW1tZtWy1RlnX_N4n7SfKfPmNKf1dvZ7b04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="InKsAjan">
Data </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxkW5nR3bW50kH_H6lZ3lmVWH8Mn8ry_RwW3t2xbc597HHFW2mJbvf7Nf3qDW70pq5R7M-F1ZW7F-_D44gX9LtW6yqf715LZMqRVvMn-45N3mTXVFydHT89tSsDW4H-T9_1zvZvWVQ4y2z8l5nNhW4bhyPH7dCZdSW1gxVM-40DbZqW1qNLG64SYTyVW3pcljj3FszQZW8_TrX84p5dwdVjP5R08zlSn4W7hw1s61Q6kptW8Hm5yP1-hZjrN75kRjrp1GbkW4TXkMc13cYLgN5K2FFP7C8VZW6z3vdV187CS4W3VWDdL7m5VJXW8RT3pG7yHTcpW8pSBK63DQJCmW153bGP4dzgQsW27cLYZ8DLh99W8-1b2y9lW7KhW3SKK_W7sF2g5W7sFDCw6qhmCBW1ChZFv84VqB1W3S6ypH7wHVcWf32HQY804" 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="nkGkOkEa">
From Physics to the Future: Brian Granger on Project Jupyter in the Age of AI </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3n8W1876Pp6b581dW6f_FH_1wy59MW8JZDzy1b0-GlW8z2tsL4y-z-2W6NgZGz4M5mX9VHfksX5hgp2_W12NRq21rYf95W5P_lsX5pxyzJW4MmWp62xrzJQN22Vp9Cgdb87W4sXCpM2NhYjQW2GppBf1lmLVVW7mrFq_15nxssW5PgD6s4W_C7FW221GgM34ddH8W4BfXzr73s5tBW53zDRz7db0GcW3SrrnW9kfM0LW6LS5vB2cn48GW8kkwCq4dlDqlN3FmMjlDGT3NW4BgtfK4pVLPJW5vLMCR1jR37mW44Qr1y79H4WyW21DRNm7CTKFDVwTchG997mM7f4y6K_v04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Nc5DaG4e">Michelle Gienow</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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3qgz0W8wLKSR6lZ3q2W6Tx_0h2bVSR9W86p2K51S1LRJW71rpbZ8lF72SW8XzGXT8hBB94W6qdmHz5NP7sWN8vKrqwpcVXFW2Yg4XZ5K2jqsVvPn-47DCWf9W3TmYmY3_-kRQW7QWQSh58dLk0W4_k62T5l_-sbW8Gbd4186vRgyW5rCQdT5cd4jNW8cW6m47-6fyYW1p8YpW5H76JSW9dbbVm3P_LJxW7vG_fR6sBxmWW1tbVct51PVsdW8nQqvH4G0pd6VFyRXR8tY4lnW8fCH1514pqDtVg9BnN2H5HyYW6jNXp87XZtSBW96r58x6pyW4yW5z9H9M4VJM8kW2fJfFV4gHMsLW7M0F_g2zkC-gW52_1t78DWrVrf89SFlH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="tfOSpPUe">
<img src="https://cdn.thenewstack.io/media/2025/11/4970a7ad-prepare-data-for-ai-2026-1024x576.jpg" alt="Featued image for: Your Top 2026 Priority? Prepare Your Data for AI" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3lrN1TQLVws9zSnW978d-m7HZtqfW4Hxk6h442P7HW208Mtz1qNTCpW63SvFD3PD9fqW7lzbRW5mxZWzW60tSdX4s7dKmVyt0Yv5G9qKZW7m66tt8s-CXTW5YYnWn9fgjTRW2CKMMp4Cb5xwN7PTBKCr89JKW8XxY_q7_wxVbW2nd_rW89HMdnW88p68g7gfBz3W2kNGGR6TnJK9W3P8DRw98SJKNW1z2dqF1ZCP26W5SQPzH4ySPLzW8Wqfg213rW7xW3C9LS35VHhdsW1x5JV515Dv_FW6JbnXt6cd4dXMSxtwKgjC03f6kf6Kx04" 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="rv5xCbyw">
Data </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3qgz0W8wLKSR6lZ3m7W4tXg7F4sxB9gVHY0cH5w0dR0W7BZqGl3rkJNzW8v3JrP4tnHgvVwx2582Mg4ZQVYzH344zBGtZMCKghQjF2MPW4bj6ym7zKWGSV5hJ3X8pqnjNW4gPM266MZsDQW1tqkRX4Z3PgnN9jkr-9Rp3VKW6-Z74Q3SbKjbW5ZbdpM3Gfz8MMNG0K-JDBR3W7VnpNK7NHnP6W66csQv7VrBVGW5zH4yp2kwCg7W8hWJWK1cJDq6W2jkDb68mxZ0YW8SsDHj3SGwTNW1FR_MM7m-8jsW5BnPqb16xyByN1Lz7pL4V0klW5tZp0k4pbYYXVG0ZDs1PrL4wW4k6Lrv3P53fmV1VXbL4sbkfvf1GntNK04" 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="ff4p6BhO">
Your Top 2026 Priority? Prepare Your Data for AI </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3n8W6X3syZ6h0TMsW8VrYG71jBPSNW5FgdkH9jgB4KW8K8KW920Srh6W3xLjj87-Rmx2W8pcyh-589gNvW3LyfY35CkvwMW5wZwDN69J8PyW5rMfgZ7NQfycW1B5hB_6gtZsjW48rMQD4hrJyYW6TcL1q4dFw0DW8qG8D83--wzxW6t0_tt8JL2vgW5KyMmx38LKk7W2ZbczX5QBp2PW3RkLmT8F5qL7W231fjk15NnnnVs_tBy4p9NlfW4_zLxw70-rvpN4CYH6MYqbMQW2x6pLF3xHSC4W6JHQlq16WbCnW1WQLH87ZQtSwW32hm4233HhCDW3ltBDJ15q4hdf6jhhpg04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+NAAcK94">Jennifer Riggins</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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3ktMRnBdxz7qLbW6xNNg_8dXk8KW2zKQVb27g4C5W3GZvkG4yjTmKW2Hm3JL8P-RTXW15vqJ21vb08pW1Y-kpj4GC283W6YK_l78H-r4yW250-mH8hS0BcW7RkzDn797Q2WW3st6gJ1ynCfFW1-S1F08_cNZYW81D0Xm8yHxL4W1y2XFh3NnnMLW50261H4SQVYmN8-FsrT5JX03W907j8F8PYJY1W3PG67X7NXcsXVytX-X3z4hyZW8Df02F3FbTKJW6NMR0K1mCJ3MW8YN2d037xz_9N5mZDTL4mcjkW2mSbk57Dj2YNW2TrJ_37wx0jnN1dyXWQ3WgZRN3PP7BPC7SVBN7PsyQC7jyrCW3PDjzV5c8nNJW3k7glM3K8NFff5XS54d04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="izsw0nRn">
<img src="https://cdn.thenewstack.io/media/2025/11/8b7a2383-build-ai-first-organization-one-engineer-time-1024x576.jpg" alt="Featued image for: How To Build an AI-First Organization, One Engineer at a Time" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3nzVCq3vH7HlZgKW22XnCM5K1Zl6W7nPML14r6nrjW42fm6X78LlLYW77Q1Nl4TT9SvVsq3BK5QqwrxW2v3DBn32G7xhW8BvpSq8WCmdMW2D7pRN4XzScfW2Ncb-M1LlkXnW2V9KTS7P0SC0N9851nm4Rq_nW4WPRxW4mk3YnW11W0dN78bWjhW5Y_dmp7WjXmcW4WmLxp2N02qFW1--YCP6HJ25XW40jy3935qHYcW6qc_hk709mlQW17hQdY5TrSYyM47KzbntQgsW53D29F6dgg8dW7Fr6FS4T_8q2W3DfwQy1GWbrPf4DdyPC04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="77AV+6S3">
Tech Careers </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3ldW1B3T7d54yBhBW1wY-pw5B1PNKVbC5kR68-DHrN3XW7ZVjqQcLW3lzP1R7TKKm7W5HLTdH3ycDtJM1s4yxV-qJGW6Gnfk24gg7kYW9cnh688YbnyBN1c0ZlBBpMSVW2QLGWC4HJs-HW8vjbWb6StJlCMjtsW9HD4g8W1QVJWL9d_dB6M3hRGpHRTKkW7ylkCG17ZjvKW5xF5JG5CrVTmW1cDXZ21wRswcW2LCrYx8szSj5W4Pk_0p6wK8ZtW3H-pFM4cZZy7W2p97qW2kY7RZW4KScg_1rPmFHW27GtRY6vZW9nVxVX7h4pBFGkW68Fr1_3tSmClVcdTqF9hnsBVV3C-bz6wMQ7FW2-PjC63HQ5r9W6qQZ_z2KMKYSf7XTcdR04" 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="pOTcr9am">
How To Build an AI-First Organization, One Engineer at a Time </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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3lJW3vT3S_6--8W1W59fld68cHqjKN94DY73sHRc5W72CzxR6ymZ_DW2MtMRX6T7X9lW4WVfRD8sHT4qW6gl7cv6rbMt8W7Q-4kn4zYn3pV1GQQh79CzJxVN84RD1tvH4jW1nnL7W7JzpNgW1GszFc3MFfr6W458QLb2kqw6DW2tfHGR2LXm6BW6dZn6W312B-PW6dWqXG2HgdKnW8bLY3320sRg7W97BPk91gm1rgVYTnxG1HwmGTW4smzbB7wJ-ccW3x7yjL1wfGJvW3-B89_8jJnckW7wr3nd84Ydd_W3qKb3G6VDG0-W3rB8pk10yM59W4Q4lBP27zc4Yf7WrL9q04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="URSnImv0">Jennifer Riggins</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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3qgz0W8wLKSR6lZ3pgW6Q2sCd3X4N2LW53rfdY5j2SYfW45MG-y5XDtnVW47cVXp3GmrmJW2GbJVS54qvlqW4Vj-Lv1xtTvnW3BRrh94N8X2rW64kC6D88MrgHMTjX6RSvDYPV8DJYD1RSXnBN5xmSz_X3dYvW2PVsh98pPmFdW16yQkF8XlhjsW86sYGl5Zh1-KW93br7l2Y8WWNW78dBCw2lxBLYW48r9xx4vbRPBW23N1vH7M3NzWW8nmS712QY5PHW89YQ4f2_FD_cW2s-xzM635vhWW7d9K_12bn6h2V7Bhfl8zwK-VW6q4kzS5JHqvZW4MZRCg3xZrJDW29vfGY2rQ90rN6bWDrKql7nNN40Cq2lPbgtYf8qp8Ms04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="C0oljvLL">
<img src="https://cdn.thenewstack.io/media/2025/11/bb820809-md-duran-1vqhrwxcccw-unsplash-1024x683.jpg" alt="Featued image for: Knative Has Finally Graduated From the CNCF" 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/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3m2W1ZWbzX12-f3JW7fxqTs4V0cr9W7nTPsQ769rPwW2sljdN953MyTW3HWx144gZLT6W3fmY1R5YjtBxW6lLJQ85BSBJNW3s3DGq7ZzlFTW4Rsq5K7Xsg5-W4xP-Ym6HM3JnN7S11rztzPSSW5NWmXn5my1QsW1xM0w-5hM31WW1--zZt5x6ds3W83QrBG80VXfqW7fRZ304y5khdN6m6LzTKpTFyW1MkggV3XWLJMW23TnMx8LKHCxW8YNkrY33YSypW3Ltfzq6GTcsnW3_zY8Y6PFnr1W2RpVt781Rwh6W1LXLcg9bs1qMf6Gcfp604" 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="j7KhWZeU">
Cloud Native Ecosystem </a>
<br>
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Knative Has Finally Graduated From the CNCF </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm43qgz0W7lCdLW6lZ3krW4JNcBD3dPlcNW5q5zXM7L4ftvW1lwWwX2WsbqXW6YhBtf4BdC-kVN77Nd1QdDLpVmMxrB8hF8wxW6PgNS57XJf2LW5xkcLf2SdH47N5QJFQwpndJXW3dT6Fg6_0ZBBTD_bx5dCWx9W3S_K_X6fcpghW7dWpjp2H3jZZW4HQ8tM2gGgc7W1s7z0847-kHbV8QQH85RT65LW51_LYd5hyvx-W887c4k37zpyYVKMJ0V7cRn7PW3pnQTb5P2KVbW3fzb5G3thqP_W11qp8X7lWMp-W6hBHmB8vX8f6VfLdQq836tL3f7PHb6-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="R1CcAwNm">Steven J. Vaughan-Nichols</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxm-3qgz0W95jsWP6lZ3lNW1xDLhr7CZJsCW7L5lpq6Y3-YLW1G_VfT1LkQ9VW5bpq0L3q3D8mW7KDLwJ2BXzyhW7M3ZWg3ZsdH2W6HvhjF15p-33W2ww0wC6rSWMVW1Klpby2C2NszW1nbkdL6JhWxPW82v1hK7Gy3XkW7lnpJc3L2H3RW3kP6bW93mwrBVfb9vl6QCf9jW9lgm4T6mplp6MVDLqxnpDNNW3z656w2SBj0kW3DwSgW1FVBr2W5D1FfL3MQwVdW4WMFkj4y7FMZN8y5d5YqQrr8W2XmqY055vVDGN2QShRkHrq9hW5LC4KY4g9vwKW2KKkB_2RFdh5W4r8fNN1HWt9RW2Hlyb57pFg1kW6G9rRB1q-XgTW1HMx117c_NqhW8d9RfX835Q_5f3cD3lC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="reF6++JE">
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Large Language Models </a>
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How To Deploy an Open Source Version of NotebookLM </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3m_W3nj-1b6tMYy8W7Skd1Y2kSN6hVt0ghX4hXQRPW7pxhct77138nW6vRRz46sRlcFW2QgZfq8C7NfxW4LZ7j06Vzz-fM67BSQDvxmyW5tvt4S1PHhs9W7VTM8T3tHyPbW8wT5-r5z4v-YW4pCzMr2y6B4gW8XrwpR4qc5ljW2Z1npq5cpSdgW7PR4636f3_L5W6RQb6j122_DZVH4kWl5hW5RWW3g1gsP2RFsPPW6zmfRH36v8rqW35g5RN6vKhXsW2qp7YD17_twCW113sjk4N8fflW7p69Y01936GsW7lSmPw2MFTC9W23cHTF2dLZ7FN6TMSP0WtT28f8zkx7z04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UnFJDxbL">Jack Wallen</a>
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<h1 style="font-size:24px; line-height:1.1">Now Available On-Demand: AI Search Webinar</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3hCZYW8wLKSR6lZ3pRW7wSJwn4KTpkpW1rrvPt6xzl4yN7gtPzQ4X5n0W4v8Xbj3sjYBGM-s2DYnz--gVB-qmY5Gzs60VFmLmW8S7vv_W8zJV855fMy9pW8M83rf5ZwC3FW4lKF172KR6zJW3Z1ZTy7rQwLfW4hXRyg9852pNW7g6tSm5ncNrLW6cQ4C-472XFhW1hV1LK4SR-j7V-RZ-04W21ZyW7VTQs_2Qzdf8W7hzNk145pJSjW1C_cJ18pt-VWW8rDNbV6HDQX8W2YKbpK2ds952N6L_cNSggKKvW34wrWP2hV6CqVj1C6q2DgZ8jW2BBXM8693VTtW1VGHdx4FjX4CW8VqjdB4WsX7nW2gbNRh1QB_Kbf4VDDGY04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="bl+wv3wl">
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From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/01/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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<p style="margin-bottom: 1em; ">Large language models and generative AI are transforming search, but can we trust the results? Our <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3hCZYW8wLKSR6lZ3lhW5S27rL67lxqZV6NhCS7dFJl_N6l7WpwgnyYhW3fH2wM4S8fV4N3W7L4vqbmtsW6W7PqM7jKYd5W23Kcpw1dJCTPW50j-zQ7HZzcNW6nV5F48LClnZW6qNS5r1Dl_QXW5knPK42HxvMNW4cGXwd1TbJ8NW4JGt-j60KckvV-WdT55R96tsW5F2WD_129p_LW3RTRRZ2wmDGbW72ZY_L4N0H3bW6N0DK72FcKHrW8S1GNW9hyPfWW341GjW5CglW3VStmMr6qJFFWN4zfCM28SNnLW4qw2Mn3lRJmNV9L_v181-gB5W4TYFKL1d0CtSW4cWFjD4L7XNVW31LJ4d1pQ11fW2FvNS65cxC-Rf8t_DY804" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="6xpNf23e" target="_blank">insightful session</a> on how GenAI is reshaping search is now available on-demand. Don’t miss out!</p>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmH3hCZYW8wLKSR6lZ3pVN5VD-wCfc_7MW3k_2CR5n4q7sW28yjNt4ncT2wW4yl4b22NLTYWW4bdKV64gCycnW5RcZ9j6kzl0bW1c03p03l-5gNW724ZHm37cyWWW2NbLHj44c_RzW4GwNWR15Nzv5W543Jhy2QVT7PW2S5nrC4zr9mRVGVGJM2Zylg1W6g0BvN4y3nF6N32YnkBKdg3mW97-YZt835h59W2Q21Xc3pJLKNW1LmT3Q8GQ5qDW4v7bJS8lqDD1W1Dd9kT8jL2ClW8YlRfP7PWz70W6pGBPb2yG0D-W2gLCfT2L96dVW6kYc3v5nVBrhW15w0vm2MRM4MW1JBNbw8VWkm5W11tmjb3JMW-NW8n8T2t41-1JDf7n85tK04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="Jch1SFH9" target="_blank">
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CATCH THE REPLAY </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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Facing the monumental challenge of maintaining a massive, security-vulnerable C++ codebase, the core ClickHouse team embarked on an incremental migration to Rust. Here's what they learned. </div>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVrd5s2p_80FW10wbjG5yWgs0W8LzBkh5FSb7vMtGxmn3qgz0W7Y8-PT6lZ3ngW6MthRv6P-5P4MYLsyx6-YrlW5x_XHf25j2SJW89Kx052tV0PNVXbGVk2nw6HtW82J3lc1RBnbyW5lsQYf1VLcFnW66T3Q6207c0CW1X9zNx3XSD8JVbSdv65cGmy_N3601m7kt8rNW7yP8nk1JvK2SW7rPgHY7ZX-55W2zGQrC5g-DzVW6TP9Dp5fLp40W1mnV0k8DclVQW7rgNFF3pCRMbW3R9jRR9dMhqyW21zfJW3jDGrnVLnhQr1KzzKkW2WY7Tx84hszBW6GW1Wy4GHl6MW1FRGNx5zqMDsW2lVRkj7Z-c-xMwd_4xqbCtdW1WpGcx2cBsL7dyp1l804" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="i0RpxcoN">
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TNS Agents: What's Next for Github? </div>
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Ahead of GitHub's Universe 2025 conference, The New Stack's Frederic Lardinois sat down with GitHub COO Kyle Daigle to talk about the challenges and opportunities for the company. </div>
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