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TNS Daily | December 5 Fri, 05 Dec 2025 23:06:31 GMT
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Selected Message

From: tns@...
To: [email protected]
Date: Tue, 02 Dec 2025 23:01:12 GMT
Subject: TNS Daily | December 2

Plain Text

AWS and Google Cloud Offer New Standard to Bridge Multicloud Gap

View In Browser
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4cH5m_5PW69t95C6lZ3nvW2Q-xv183SZcWW8r5qK61pv98FW487PJr6hLbFlW43nZWC7PRFrCVHZfKY35-fM1W8J6X2G1wR3SyW4K7fgD536x0GW1B_c7M3czjHSW33JKmY6YNZ1lW6jsSNv6qH_s-W5hMYJ78L3nNYW6Vc8ZR4Bnz3rW4bLtgf8l7ycNW3qphJS7-3hy5W16KbgC7rk2zzW25P9gb3h1-MHW25RtSC1vnSLFW1rFnfd20nNyJW6H8FYY5v9VSrW2kLjx-65KRsnW4Tdc8V2VFgz4N35z3RgcQbcrW1hG9Zz5FC9LlW4z9vpN3JgVTYW1h5jwS5ZTJH2W3PVXw_5qhCXsW2S-jDQ6dkXRKN4c1n1JFs6ZGW4J6tdh2hzFh_W3KbyVt8MzX3YW4KjD7f7kl3XSW80GF4V6fTDhlW6XZ8p15bjQ97W1cKP5Q4qmt67N9cC2FVrVccyW6y06Tz4rZqtsf5MsPPx04 )

Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3q6W4zRrFg73SGyYW33XGZR8Hp8gVW2d0SZd93jY2nVSstHK6ZwKdPW2q2ZFC54LPPTW1nTH8r5rhZ_MN7pzHJRMDfwLW1Q69cN6kCthjVjKQvY6ZXkCSW2jgTHB2RLbGlW3L6D7z1jYWNQW15BrJS1c4-qkN4FSkqC2lf22W6W9pNG3Hr_GYW3gF3nZ7LNV_tW6ghcR78KJC_4W8r58034r15dwN2P73JDRLDTpW6b9q4L8PKRZTW8fV_Pm1Yg_ZGW70hH0d7M_QDMW7Vs7B_6KPvVXf8H-d0W04 )

December 2, 2025

AWS and Google Cloud Offer New Standard to Bridge Multicloud Gap

Amazon Web Services and Google Cloud co-developed an open source Connection Coordinator API specification to resolve the long-standing challenge of multicloud networking, providing customers with easy Layer 3 connectivity, reports TNS Senior Editor Joab Jackson. He drills down on how the initiative allows organizations bridge their cloud deployments in a private, secure network (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3gP0xW7lCdLW6lZ3pJW5b4xrf1s_Db8W8dDw2q5rnhgfW1ZHvPf88KXsxW8mYXrb4-txZRW2TZGl61wrlH7W1ClD5p55qRZ3W6fwHtm64_t-HW1nwGR56Zb8hrW1XTCCz52Ffc0W3JFB0G8GJHc4W8Pb5hw2qlyfRW53QJZX76QHpcW4l_Nv451H7TsN8ldsl4C3c7LW5j30Nf3jy-qTW17L20P38fdN9W47_C1m7n94RhW4rdnmm2CHxNbW6ZPwzq7Mvt9_W85pF1V3whvr-W7QYzn54_47NvN5l4ZfKvN71jW7wHzqg4717zyW8vx1jy92rG2gf3H5V8x04 ) .

In other technology news on TNS today:

- Is your enterprise avoiding AI agents because they fear a data leak? AWS announced significant updates to Amazon Bedrock AgentCore, introducing three core primitives to improve the reliability and maturity of AI agent deployments, reports TNS Senior Editor for AI Frederic Lardinois. He looks at each new feature introduced at this week’s re:Invent (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83gP0xW95jsWP6lZ3nSN3qcS9QBGjb0W30dYCQ4h1f51W8FGK405MgnwYW6Yv3CN7fshP1W65L0F66Q9-rpW7DKTrQ6dPH4CVLMJ_C3Q9LSDW8LzZXd6yKPG3W7BZDvn3nH2LxW1V4lR-464llRW689DpQ8nqFG4N4ltN5ZYDL9wW6vSKfQ7rMYSKW1pzsxQ1WJB0sW1SfmTx2mPvcSW4695gf6w-JlcW5Cy0G-2JbB17W8kdKbb1YlwGrW97Bl9522HGsRW3CK7-24RLppRW1k4L4l3z8P7zW8k4HgG94t81RW4PqKfN2yNc8kW4L0CJL3-gJ_LW2Hvxt98Y3SbZW3CLHD45-DYSrW97LFxw4twQFYN5vtk5Mhc0TfN7xhYRNgsZglW4bwGfd1KQxZkf1xWZzC04 ) .
- Anthropic’s Claude Desktop provides a dedicated environment for developers to use AI agents for local file system interaction, which extends its capabilities beyond simple coding. Software developer David Eastman walks readers through manually configuring the Fileserver MCP in a JSON configuration file to grant Claude secure, explicit access to specific local directories so it can perform tasks like reading documents and writing files. David explains that this transforms Claude from a chatbot into a collaborative workspace tool (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3gP0xW7Y8-PT6lZ3pSW64jTPr4VR8WcW4pMCJc90mJdsW4DNqzR80zSPgW32hpVz5YK2bfW8CGb8741s5vjVqT6h92Cm_M-W8Kx7Qc82DcZVW34hxg77zPmDgW3NlfTz23WmMxN4gznZ39ZmV2W5mwdBF1BdhPBN5f4zP5NkRFyW5FdDCh4hwjjLN2tLRfhtYwY3W1z1fbZ2NprhVW5_Rpf_5H3b9BN96ZjNHZ4tPjVSxXQ34VCPwnW6PhyVq1L8n4DW7s8rkd36VxhMW7xvc_H8FNl5QW8K2N3S1Byq31W6q0km21GG1R8W14gQw-8l5yjzW8X38lN6pjhN1W8Sqx8D2zQtngf2K1Fpl04 ) .

by Loraine Lawson (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3lBMqdV5V38d3zW4Df8dj5TLJhkW1nFNlx3PDRwsW7cqDJm2cVD9pW1K7-9S96DQR3N3v1hXgXqvfsW12RFcC8t2ktSVgkmzm1RPyxqW4yBG8v68CMwkW7rYLP78d4xDnW5-LFbG7q1kBKW2TbyjW3krWJrW1r-s2r864JK3W2LMKf09byLXjN4RnlgfC6hXsW4Mbwxr199JSWV4Kq-K9jyJs3N5gcjmcB0cx9W7Cp10h22YB6VW8WtjM16SVG3LVZthxx9lVQHJW9d1hjs4mRg3jW447FZw1XSWbGW7kgd8T105XX2f3_845Y04 )

TOP OF THE STACK

One Year of MCP: Looking Back, and Forward

by Cody De Arkland (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3lVW4gK6t281tB4wV6hdHF1QYzVhW15P1C86lBFTdW3BdBWM4C6PgMN2JJrY7mrdGnW3ZbMTZ65tJypMS7m5qvpDd5MLY99NnHMc2W8CGWVC8JqvfYN82Qhys_YNFNW3mVl4183PmC5W76s0x-1pBRRwW3RHczf5bx_hpW973fR16CFJsZW6bbWck7VhRMpW7ND-j594FbMNW84Hgwx14QGr8W77GvXp7vxPyZW5fQ2ry2ZrBQXN47Zlp4f09DbW7dhScW3VsRRTW5_FFnX8clTNZW7-Tfsq8LDfNgW8nFvt6158qh8f3R-7XT04 )

Featued image for: One Year of MCP: Looking Back, and Forward (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3prCCW7Y8-PT6lZ3nSW6dJ8f549p299W3NfhMS2JxX27W53Mdl53bBFdDW81hwKJ7QZ7VzW4cdDW41s86m4W849cNv4nD_0RW6-V-5p1mycY5W6xlfvd5MxqZKW1bxP9V2tfp10N3M8Pwnxps0-W7_fpHW61hBMGW2WNH8n1hRh49W1qqL9612gNwYW3S4J1X5twRMYW3DpJmG503PnmW1gyvV37qyJStW2B0Mw65-vS1vN2Xxj52r9nf4W63HkxC3dJ_HPW7k6T9M5XW-3hW7jjV6B69x-WqW6nPHS32tSBgCVhqVHV3FCykBW6S8_5h3_5T9TW4G3_yZ8KxC_KW6GkHjS2gT9Jjf76P8x804 )

We hit our share of challenges and lessons learned building around MCP, and we’ve got a lot of hopes for where it's going next.

In November 2024, Anthropic published a seemingly innocuous blog post entitled Introducing the Model Context Protocol. In it, they promised that Model Context Protocol (MCP) would provide “a universal, open standard for connecting AI systems with data sources, replacing fragmented integrations with a single protocol.”

Tech...

READ MORE

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3prCCW7Y8-PT6lZ3nSW6dJ8f549p299W3NfhMS2JxX27W53Mdl53bBFdDW81hwKJ7QZ7VzW4cdDW41s86m4W849cNv4nD_0RW6-V-5p1mycY5W6xlfvd5MxqZKW1bxP9V2tfp10N3M8Pwnxps0-W7_fpHW61hBMGW2WNH8n1hRh49W1qqL9612gNwYW3S4J1X5twRMYW3DpJmG503PnmW1gyvV37qyJStW2B0Mw65-vS1vN2Xxj52r9nf4W63HkxC3dJ_HPW7k6T9M5XW-3hW7jjV6B69x-WqW6nPHS32tSBgCVhqVHV3FCykBW6S8_5h3_5T9TW4G3_yZ8KxC_KW6GkHjS2gT9Jjf76P8x804 )

Explore the Power of Agentic AI at Subsurface LIVE

Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3q6W4zRrFg73SGyYW33XGZR8Hp8gVW2d0SZd93jY2nVSstHK6ZwKdPW2q2ZFC54LPPTW1nTH8r5rhZ_MN7pzHJRMDfwLW1Q69cN6kCthjVjKQvY6ZXkCSW2jgTHB2RLbGlW3L6D7z1jYWNQW15BrJS1c4-qkN4FSkqC2lf22W6W9pNG3Hr_GYW3gF3nZ7LNV_tW6ghcR78KJC_4W8r58034r15dwN2P73JDRLDTpW6b9q4L8PKRZTW8fV_Pm1Yg_ZGW70hH0d7M_QDMW7Vs7B_6KPvVXf8H-d0W04 )

Join data leaders worldwide at Subsurface LIVE 2025 on Dec 10. Explore Agentic AI, open data lakehouse innovations, and 2026 data trends and predictions in 35+ expert-led sessions.

SAVE YOUR SEAT

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3q6W4zRrFg73SGyYW33XGZR8Hp8gVW2d0SZd93jY2nVSstHK6ZwKdPW2q2ZFC54LPPTW1nTH8r5rhZ_MN7pzHJRMDfwLW1Q69cN6kCthjVjKQvY6ZXkCSW2jgTHB2RLbGlW3L6D7z1jYWNQW15BrJS1c4-qkN4FSkqC2lf22W6W9pNG3Hr_GYW3gF3nZ7LNV_tW6ghcR78KJC_4W8r58034r15dwN2P73JDRLDTpW6b9q4L8PKRZTW8fV_Pm1Yg_ZGW70hH0d7M_QDMW7Vs7B_6KPvVXf8H-d0W04 )

WHAT ELSE IS NEW?

Featued image for: With Nova Forge, AWS Makes Building Custom AI Models Easy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3prCCW8wLKSR6lZ3mNW539dJ59hFGmPW23FRhq6mxDt0W4yfS7X5pCnlJW8F2lSZ3JsCzTW3FpwwM7Hv30sW3hPv913MJGNrW7t4JCf6xtHfrW2RV0y-6BZyJMW6HmQPy7qGsgXVn0WZW2tWBB6W71MWD18XGJppW5bjx5g38GmfSW83wRpQ8d1ks5W3tkd_98RgLkzW3415bd6zf0d7W2Xcy_8995KszW7B56jw68NQFQN314p8fk8p7NW97CY4g1nmG5zVDZFzS5hHn9tW15YTV12HBjgqW8PCTTb45LDSkW3Z58td68zX89N43tjrfHmz67W3SzXCp3SZz1WW6BNxyN52JdsHW38jpW37cgFkCW1Lml0k5Gmd9Ff12h6f204 )

AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3ntN7ypCJz8kTFrW4tX7HL4XQXslW3SR_PJ4rybr2W4ybgD11Qhy30W5B5jVc10jQzGW5Y4nb83PzqmhW6nBQmw5mVXfRN59Tvhg29WN-W8bdTZG7-y-5FV2LqTF7y_YyVW1xPSzl6mWq5hW7JyJcl7yLwbqW1R7-9n6G3K8PW6_PKF38kwsJDW2NlrWw953nq9W3vHmcC3GF2lBN2YDKp1321FFW5z2HzZ90Lz-hW23Fwsz63xqt4W7-T9JP787KjrW8m9fZs1mJJnzW66FTxp1nb469dcvfqM04 )

With Nova Forge, AWS Makes Building Custom AI Models Easy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3prCCW8wLKSR6lZ3mNW539dJ59hFGmPW23FRhq6mxDt0W4yfS7X5pCnlJW8F2lSZ3JsCzTW3FpwwM7Hv30sW3hPv913MJGNrW7t4JCf6xtHfrW2RV0y-6BZyJMW6HmQPy7qGsgXVn0WZW2tWBB6W71MWD18XGJppW5bjx5g38GmfSW83wRpQ8d1ks5W3tkd_98RgLkzW3415bd6zf0d7W2Xcy_8995KszW7B56jw68NQFQN314p8fk8p7NW97CY4g1nmG5zVDZFzS5hHn9tW15YTV12HBjgqW8PCTTb45LDSkW3Z58td68zX89N43tjrfHmz67W3SzXCp3SZz1WW6BNxyN52JdsHW38jpW37cgFkCW1Lml0k5Gmd9Ff12h6f204 )

by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3nSW5wD0S03V-S4qW20HJGk6CYl23N95PnSpZcxH4W8c4JxT97F-kdN4kLRj5mxB7MW9cT3Jq4b_rk8VgqvmG22bDJpW5B4d_H5CBpWMW8MdhXp6sZTbbW4V45kN168hSPW8QzRWV8L4yG-W2bXt5-3W2McXW4Pv_kK1Yb08pW15WnYn2V_C8LW1Dd-SM6n_CZlW8mY-QJ1F8dFyW6X1cxy6Y6-lkW452BTq5lv42-N2Q-TCx67MXZW1ZbdZM1KFLhnW97sb9f2LG6V3W34FM3g7V_FQyW44JkZw27CLs8W3yrM5q6DwsTNf5nCNlj04 )

Featued image for: AWS Frontier Agents Handle Code, Security, Ops Without You (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3prCCW8wLKSR6lZ3nFW75cD-Z19s1b2W9cdty95Hq_ZHW7k6-vm42f85DW1y-K5G6sSZMkN653m1t-qVlbW6RXYrf4v3g9jN2NF0f-BFKjWW1c5H5N5vvkfGW625CBH2PlSnHW6sbr3159ZYX5W40r7ZN1dL1FfW2Vkwjh6yCqSNW7T-PhT3bZR8DVKHJgK2T4TrTW8srYWb31fYXGW80r3-y57WGr0W1LF28k7nJh1cW70cw4n88d5tYW80j8zr3wDsZ6W19hx9L3fVMWqW1Mckmm7lNHVjW8jvjLF6lFWm-N4BTnwZ1XRY_W3GV7B173qWHzW2xmXj46-HgC0W9h3kPD1B7nNdW7S_8sY5_K8Z-W5wybpg5Gb7RWdVpYvn04 )

AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3nqW4W1QnN9jhd70N5XL9Vcg2wtnW4K2jpy1J2vdPW4XXCdr5QXF-9W8pCxWx8ytTPqW5rtbVW3pWCNdW2t2XSY4t-RwyW3L2ykr5zWtffW3ww10K7SgBxBW7q3BWl2QH4l6W6KB7Xy7JCNrpW7gLXkd9cdPB_W20dzD32mynV3W5Q6mSb5gRM6BW3X96MQ7czm4-W73YJ501N7304W5Mnpqs5sY1WcW2R0__42cyplXW4c1MH34Pcpx5W49pgwc5lRJWmW2sqYqL4QYglnW430Nfm8vxNKNf160Cwg04 )

AWS Frontier Agents Handle Code, Security, Ops Without You (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3prCCW8wLKSR6lZ3nFW75cD-Z19s1b2W9cdty95Hq_ZHW7k6-vm42f85DW1y-K5G6sSZMkN653m1t-qVlbW6RXYrf4v3g9jN2NF0f-BFKjWW1c5H5N5vvkfGW625CBH2PlSnHW6sbr3159ZYX5W40r7ZN1dL1FfW2Vkwjh6yCqSNW7T-PhT3bZR8DVKHJgK2T4TrTW8srYWb31fYXGW80r3-y57WGr0W1LF28k7nJh1cW70cw4n88d5tYW80j8zr3wDsZ6W19hx9L3fVMWqW1Mckmm7lNHVjW8jvjLF6lFWm-N4BTnwZ1XRY_W3GV7B173qWHzW2xmXj46-HgC0W9h3kPD1B7nNdW7S_8sY5_K8Z-W5wybpg5Gb7RWdVpYvn04 )

by Darryl K. Taft (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3lbW5HH64N9dt3CmN8rm2z-9bx4DW5tn8rQ9h9mP9W8Xgr-w20C_qHN3-7PXXm91HZW1nyzlB1F8nPtW4PVXBp28Lf0qW9fnjdN8F_4KSN2WZBGL3FHDXW87clD973s7nZW5sf4fR7GcfK_VVSb9420_nXcN1QK93tWXG7cW6d1tN758dMfcW22gWKn1s7ttMW3qLLdv3mh6ngW2Vh9Vk4kJJD2W8RWT_p5sjwKsW3T7psX36MsXnW8wQ3zX5TYdJ-W8q5SyB6FhvLNW13sS-t6YCT75MRcrZGJ-h_RW5WNw8L4CLLwTf18nJfg04 )

Featued image for: All About Cedar, an Open Source Solution for Fine-Tuning Kubernetes Authorization (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45m_5PW50kH_H6lZ3nmW4N85cF5tF8PYW663-Lz2Fm2qsW55vYPP2dWbX5W3PP3wx7b_34kV8f8yJ7qw6dzVPxZb81QKzvXW5Pw1dd76bHSJW5vTR6P9c0FJ2W4gstGR5tqbwwW6V7q9P4f8lN1W2VMc8M2Q_RPmW11x8lW3CX_WvW1DNrxx47xCB7W8Y2ncH2BVlxYW86flCv3-d48zVX3qKH35C2G9N8vqFb0B-V3lW6Y7ZjB3vHv1bW8qcpJP1wJK3dW9gR-pp59sNwgW23Sk8j1BXvlhW6Q5FlM40KGQ8W1ZlZSr3w8TSNVXtT595z-Xx5W15BQmf7z9yK3W1_fn2y6v1Dd5W3Xc5vj6MZ0kRW4KpTfy8MHKvcW89v44X57J--NW8zhx0R2C_gspW3QLlxX8Wk3wlW91kqZR2D5mJrf2h_WH004 )

Kubernetes (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3nDVFqNM68YyQbFW1qVTVC1mTVq7W8mbbBP3wtDYfN4RJptPLZF06W90Wkkw1LwbZvW3r8LVL4hX_-lVDvJqg1l1LsRW1dMThm1tKtg7W1lm-nj2f9jxRW8PKhYW1GbY17N1HCwHXhKh_SW3LCCr35MLTK6W5ZvcVN4LKr9XW3f4fDs8L-mpZW2nqDxK10BGsbW8f-J3d7ds5dnW2M58vK19xF20W1HJX9y8xtPFhW1DBbQn8B1QT7W3NFZXJ9glX0TW5j-Ssp5FJ554W4vzPMh3jCtbyf8qSYJl04 )

All About Cedar, an Open Source Solution for Fine-Tuning Kubernetes Authorization (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45m_5PW50kH_H6lZ3nmW4N85cF5tF8PYW663-Lz2Fm2qsW55vYPP2dWbX5W3PP3wx7b_34kV8f8yJ7qw6dzVPxZb81QKzvXW5Pw1dd76bHSJW5vTR6P9c0FJ2W4gstGR5tqbwwW6V7q9P4f8lN1W2VMc8M2Q_RPmW11x8lW3CX_WvW1DNrxx47xCB7W8Y2ncH2BVlxYW86flCv3-d48zVX3qKH35C2G9N8vqFb0B-V3lW6Y7ZjB3vHv1bW8qcpJP1wJK3dW9gR-pp59sNwgW23Sk8j1BXvlhW6Q5FlM40KGQ8W1ZlZSr3w8TSNVXtT595z-Xx5W15BQmf7z9yK3W1_fn2y6v1Dd5W3Xc5vj6MZ0kRW4KpTfy8MHKvcW89v44X57J--NW8zhx0R2C_gspW3QLlxX8Wk3wlW91kqZR2D5mJrf2h_WH004 )

by Heather Joslyn (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3m9Vw1F3D5pr2xwW7VYxyc8lvD5KW1k_3B96kTQKwW2t28S71DTrDKN39ghhwTkshkW15s3rq8gQzxlW3Hs3ch4YpHrhN6Dd9QvgP6w0W6_sXxV7b2_qZVR5C887m9l8fW6WyPc31FD_NZN5yMccNp4HBxW8-kxB012PsQtW7-MqgM1J-MskW7SQ-1H3gk00mW7bVwn84fS3yFW2kyJjD50l2MMW8YH4Wd87zLl3W7-1l-g3dqJDRW33l0LJ3vlPmFW5JYYGk4vnkxdW7cLZkd8M6tMZW6rhZCx7QlrCkVQ7Bzt1kP4kpf6B4HRs04 )

Featued image for: AWS Updates Its Nova Models To Compete With Google, Anthropic and OpenAI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3q5W8m5DwK4J3K__W6DTHyQ6NH46lW4mNpR_6W5wRLW4bdmwg3_Qn7RW9jxh4T7QBw10W3Zf1JY8hDzW0N3Jk8GN2DzHdW1fTSqQ5M9d8-W47Mb8h1wc5FYW2wjL_X5VtHHMW1ZQj-K2zCMqYVCV0P92Q4kgnW1nctzC5rbDdCW62zyvg4d8t0MVdKz6V1dSxfdW4Xtc3k6j5GVJVhYhx12YqhZdW6HYCc77Y5-8zW7_X51Z17pkh2W3zW1-s5_s9hHW1Y7fm05hSdCGW78Y_tR3qx8N1W7ccYp16znPYLW78DRSl5t1CSVW4jHf4G8MT6L-W6pRDGD73GCM-W65fqpH2mJCMbW39ZkpX7vJ8GkW7GGH835XX3kVW2CPJbx1kjn3VdKBG4-04 )

AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3ntN7ypCJz8kTFrW4tX7HL4XQXslW3SR_PJ4rybr2W4ybgD11Qhy30W5B5jVc10jQzGW5Y4nb83PzqmhW6nBQmw5mVXfRN59Tvhg29WN-W8bdTZG7-y-5FV2LqTF7y_YyVW1xPSzl6mWq5hW7JyJcl7yLwbqW1R7-9n6G3K8PW6_PKF38kwsJDW2NlrWw953nq9W3vHmcC3GF2lBN2YDKp1321FFW5z2HzZ90Lz-hW23Fwsz63xqt4W7-T9JP787KjrW8m9fZs1mJJnzW66FTxp1nb469dcvfqM04 )

AWS Updates Its Nova Models To Compete With Google, Anthropic and OpenAI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3q5W8m5DwK4J3K__W6DTHyQ6NH46lW4mNpR_6W5wRLW4bdmwg3_Qn7RW9jxh4T7QBw10W3Zf1JY8hDzW0N3Jk8GN2DzHdW1fTSqQ5M9d8-W47Mb8h1wc5FYW2wjL_X5VtHHMW1ZQj-K2zCMqYVCV0P92Q4kgnW1nctzC5rbDdCW62zyvg4d8t0MVdKz6V1dSxfdW4Xtc3k6j5GVJVhYhx12YqhZdW6HYCc77Y5-8zW7_X51Z17pkh2W3zW1-s5_s9hHW1Y7fm05hSdCGW78Y_tR3qx8N1W7ccYp16znPYLW78DRSl5t1CSVW4jHf4G8MT6L-W6pRDGD73GCM-W65fqpH2mJCMbW39ZkpX7vJ8GkW7GGH835XX3kVW2CPJbx1kjn3VdKBG4-04 )

by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3nSW5wD0S03V-S4qW20HJGk6CYl23N95PnSpZcxH4W8c4JxT97F-kdN4kLRj5mxB7MW9cT3Jq4b_rk8VgqvmG22bDJpW5B4d_H5CBpWMW8MdhXp6sZTbbW4V45kN168hSPW8QzRWV8L4yG-W2bXt5-3W2McXW4Pv_kK1Yb08pW15WnYn2V_C8LW1Dd-SM6n_CZlW8mY-QJ1F8dFyW6X1cxy6Y6-lkW452BTq5lv42-N2Q-TCx67MXZW1ZbdZM1KFLhnW97sb9f2LG6V3W34FM3g7V_FQyW44JkZw27CLs8W3yrM5q6DwsTNf5nCNlj04 )

Featued image for: AWS, Google Build a Multicloud Bridge (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3prCCW7Y8-PT6lZ3mCW2F3tjH6Xf4kqW3KbMff4lz2xGW7Yms5h35kR6DW5fVdl55pCThVW3lz7L_88DqLbVp4NPl86rPmXVV9Xdj73wmQFN1bXfTQlpHKvW2JNZv44MZRPxW8x1bCd3m_3TwW259zzW3MnZG8W87DnpC7rGzZqW54vhHT3FrbS4W8WH4NY5cst4YW3YD88l6BJtKrW5Cb4Wg3jb_cdW6JgyzF4SKq2DW42JnMw6XYTzdW9bC0fN2w57RWN7N5D73Y81Z4W4Wz8zj1lPnMRW47Slk76nbHnmW24DvsF2-gJX9N8yrmjBYPJJ9W4wqdSL7HTbbgW3Cn1tH7Ll1pYf1Rdn9b04 )

Networking (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3lwW8lYkCl5T8DhvW9dXSpD40NLYSW5LGY7J3Q6Q-LW3kbnjq36-yPJW8klHXL52zSBLW62bJF37sn7srW5HJH6s1QrQ7bVsG52X2y6W6cW3Zn1yV2v_tY-W3hf0cQ1ZWT9YW61Fc4B7vdf_VW6FDvhN8bvVPbW5pd5GX3R1S_qW5f3y_v6s_pkKVkBm7b3RRCxLW6gxV5Z14QMs4W1YSpgl1ZkR_FW5GtptL2xZqD0W3ggKr9730fVwW3Jgntz5YtzKbV9Rwcj8r4gbhW7LHzR56w8Dlxf8B3CbR04 )

AWS, Google Build a Multicloud Bridge (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3prCCW7Y8-PT6lZ3mCW2F3tjH6Xf4kqW3KbMff4lz2xGW7Yms5h35kR6DW5fVdl55pCThVW3lz7L_88DqLbVp4NPl86rPmXVV9Xdj73wmQFN1bXfTQlpHKvW2JNZv44MZRPxW8x1bCd3m_3TwW259zzW3MnZG8W87DnpC7rGzZqW54vhHT3FrbS4W8WH4NY5cst4YW3YD88l6BJtKrW5Cb4Wg3jb_cdW6JgyzF4SKq2DW42JnMw6XYTzdW9bC0fN2w57RWN7N5D73Y81Z4W4Wz8zj1lPnMRW47Slk76nbHnmW24DvsF2-gJX9N8yrmjBYPJJ9W4wqdSL7HTbbgW3Cn1tH7Ll1pYf1Rdn9b04 )

by Joab Jackson (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3plW1P7_Q-6p1q4KW41gjKF3jRBdFW7LX8rf7bStSjW5xr4nR1s7xJMN4wqF4RhpFvjW5yJHDG60chJKW5gRQ0466MYX9W2NS8CZ7W28y4N5j0PZbBTtlhW2KkCY03rYtcyW6bYpQL4SQdzsW6QTcC07L88_yW4wRzh35dWHdBV8_qWQ40XTjfW3khPBY69gqY-N5Bm1w5SKRc2W7v2bYp3yqbc_W9jp8jk6QBX-kW2MX7ks2hDFRQW6nFWpz566-CyW3kLwyb7wFcQyW1JJhjy8Pl1-sW8_Tq-v2TwnZ4VZGFwH372pK9dZMCGT04 )

Featued image for: AWS’ New Policy Layer in Bedrock AgentCore Makes Sure AI Agents Can’t Give Away the Store (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45m_5PW50kH_H6lZ3n4W1KNqWB6_kw-3W7tbD8n1fWr4lVDFqfY9ckPFSW78fk2P1cvbXDN3vzJw_llSsbN4b-cG5KHDjwW1LD-8l6TWwDQVBrv-V6YNk8BW1z39bQ3mhRQRN6Vk2tLXc2n8W7f2tCh3n0tz7W28tfjj6wyLcQVsVXjd2XdZNlN1cBQNJzNnpVW5VzHrH5MLxWNN7J-BmcBz6HKW734ld82sKdypW3C0Krb2M9dSlW77CwNP7ltfh_VvmPz92vFBM1W6m3wmP3SrxpmW5L5z7v3RFmxMW2p-PWZ6w5tc2W25_hz-2xV8dcW7ZgPjr5BJcDQW8wkTWV5Zccm-W7DcCbs3GrwCcW99lmgN4zKgxrW6g6CFl8fSsrWW145-fj538y54W55Xy0w3z4gjWW8r1zhJ5SxylSf99V5w204 )

AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3ntN7ypCJz8kTFrW4tX7HL4XQXslW3SR_PJ4rybr2W4ybgD11Qhy30W5B5jVc10jQzGW5Y4nb83PzqmhW6nBQmw5mVXfRN59Tvhg29WN-W8bdTZG7-y-5FV2LqTF7y_YyVW1xPSzl6mWq5hW7JyJcl7yLwbqW1R7-9n6G3K8PW6_PKF38kwsJDW2NlrWw953nq9W3vHmcC3GF2lBN2YDKp1321FFW5z2HzZ90Lz-hW23Fwsz63xqt4W7-T9JP787KjrW8m9fZs1mJJnzW66FTxp1nb469dcvfqM04 )

AWS' New Policy Layer in Bedrock AgentCore Makes Sure AI Agents Can't Give Away the Store (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45m_5PW50kH_H6lZ3n4W1KNqWB6_kw-3W7tbD8n1fWr4lVDFqfY9ckPFSW78fk2P1cvbXDN3vzJw_llSsbN4b-cG5KHDjwW1LD-8l6TWwDQVBrv-V6YNk8BW1z39bQ3mhRQRN6Vk2tLXc2n8W7f2tCh3n0tz7W28tfjj6wyLcQVsVXjd2XdZNlN1cBQNJzNnpVW5VzHrH5MLxWNN7J-BmcBz6HKW734ld82sKdypW3C0Krb2M9dSlW77CwNP7ltfh_VvmPz92vFBM1W6m3wmP3SrxpmW5L5z7v3RFmxMW2p-PWZ6w5tc2W25_hz-2xV8dcW7ZgPjr5BJcDQW8wkTWV5Zccm-W7DcCbs3GrwCcW99lmgN4zKgxrW6g6CFl8fSsrWW145-fj538y54W55Xy0w3z4gjWW8r1zhJ5SxylSf99V5w204 )

by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3nSW5wD0S03V-S4qW20HJGk6CYl23N95PnSpZcxH4W8c4JxT97F-kdN4kLRj5mxB7MW9cT3Jq4b_rk8VgqvmG22bDJpW5B4d_H5CBpWMW8MdhXp6sZTbbW4V45kN168hSPW8QzRWV8L4yG-W2bXt5-3W2McXW4Pv_kK1Yb08pW15WnYn2V_C8LW1Dd-SM6n_CZlW8mY-QJ1F8dFyW6X1cxy6Y6-lkW452BTq5lv42-N2Q-TCx67MXZW1ZbdZM1KFLhnW97sb9f2LG6V3W34FM3g7V_FQyW44JkZw27CLs8W3yrM5q6DwsTNf5nCNlj04 )

Featued image for: Give Claude AI Full Access to Your Local Filesystem With MCP (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3mNW2Hkm4Q8zf7nlW3rtkhv18mlyMW2mR9z03KP2BmW5zn1wW9907lZW7X4CRf8k2Q_JW2j3YJ-74zWt_W30FQGb8CSWVZN8xLpCykJjfSW6fqZ1949qtyfW6vn4wX7w02bSW14B69l1-cWHjW6dwps52dcnVBMNG6_TtKNbrW7GxsmL3pfg9mW1TQHZ036xnhGW5Pv8q44-TWgbW5-xx4q9dQmpqV4Wv7M1VS-cbW4vlT191vX-7vW7_rnQ936q-NYW2_CcST6RDlbdW3VSXrC6ncC3MW50QpWb820KYqN7zJCgPtgW21W6dJpLN5t2rn9W4bsM_s399mJBW6SF40h4Rs_ZzW97bcd-84KtXYW8Gkhcx3n0v1pW1tkBxS8ZRB95f1QfQ4n04 )

Developer tools (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3nqW8BxK2Q7dkVJ6W5vx4dT5VZqk4V9rGyr4MqKf0W31C5CJ5gpLkRW3tjjRZ57Qj8KW8f765G3HQNY2W8LgQ2F8Ldy96W7YbvRs30Pj_HW2bGS9g1yD4kGV5vN914N2zzzW22SMfg8YLQ_VW8m3b-F11cj66W2t0YQH3FTCmkW3Tq3gw2xk694W8p9k-q5KJxBcW8Vk56Y6WdcxJW5j3P8B6m2DzGVLjtgy6Gs1wJW5BCzmW5zlMY5W4V-dq481DSGpF7xT5QqRqtfW4_lXpN6dJRNRW2w-Xsh6hXkfzW8rKT0P6WWpdhf33HBQF04 )

Give Claude AI Full Access to Your Local Filesystem With MCP (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3mNW2Hkm4Q8zf7nlW3rtkhv18mlyMW2mR9z03KP2BmW5zn1wW9907lZW7X4CRf8k2Q_JW2j3YJ-74zWt_W30FQGb8CSWVZN8xLpCykJjfSW6fqZ1949qtyfW6vn4wX7w02bSW14B69l1-cWHjW6dwps52dcnVBMNG6_TtKNbrW7GxsmL3pfg9mW1TQHZ036xnhGW5Pv8q44-TWgbW5-xx4q9dQmpqV4Wv7M1VS-cbW4vlT191vX-7vW7_rnQ936q-NYW2_CcST6RDlbdW3VSXrC6ncC3MW50QpWb820KYqN7zJCgPtgW21W6dJpLN5t2rn9W4bsM_s399mJBW6SF40h4Rs_ZzW97bcd-84KtXYW8Gkhcx3n0v1pW1tkBxS8ZRB95f1QfQ4n04 )

by David Eastman (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3p7N1M1Rq8kR6yTW1PP6tC6gsKkmW8csfY15y8qvNW1rrdrB6bZnWPVNMfZ_3pf8N4W7sjbX82T8F_HW1WcxRj1gKz8nW7f5XCV2Dn8x0W639h4y5cMs5lW8k8RzK74KgGPW6TkFGt6SG-8xW92Q3qm5GtZMXV9LwSt36D2p1W6l6RHg2PX70KW8Tdn187wP8y0W8PhR614m8WTTN8vMW5_b0q8jW4z2W5D6bSb9JW2JWXxr4PW7dYW106pbS11KxJmW6C2bZZ5ZC4yWW2vvbXM75HyZqW5YlgP12yrKz-W3Ksxpz6whv1sf3dSW-W04 )

Featued image for: Restack Gives Product Teams the Reins To Own AI Agent Behavior (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3nLW8fDFLz8Ll6HLVcvr1M4mp0vBW5Hv6WS358yfJW5HHrVB4FxW0lW5LW2wQ6yF932W1LRX6M3KYK9GW6s00PM4llkC3W8YrxRV6TNZXLW4yK2_84JSqgYW1wxlD36J8rRpW2CDtrx5RY0wzW53CT_66HrMyzW3qNtm65hH21FW8jr9vN5r6vd7W22pswJ68Ky4fW5pBZrV7t9d4RW7kh3YG1C38KWW1jTdC61_LfrCW6qh46g86TzP7N5MqFLK3RMpGW95KG5b9cgwfMW4wkp934zxkNnW92r4w-3kynpGVZMK025W5-wfW7WPvCj5CScgkW5cdQJk1qpr9bVCNDZS2mj386W7vn9hc4FbZC9W4ThZgs3rFCbLW7QyRb-4XlCsgf2ZNTyF04 )

AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3nqW4W1QnN9jhd70N5XL9Vcg2wtnW4K2jpy1J2vdPW4XXCdr5QXF-9W8pCxWx8ytTPqW5rtbVW3pWCNdW2t2XSY4t-RwyW3L2ykr5zWtffW3ww10K7SgBxBW7q3BWl2QH4l6W6KB7Xy7JCNrpW7gLXkd9cdPB_W20dzD32mynV3W5Q6mSb5gRM6BW3X96MQ7czm4-W73YJ501N7304W5Mnpqs5sY1WcW2R0__42cyplXW4c1MH34Pcpx5W49pgwc5lRJWmW2sqYqL4QYglnW430Nfm8vxNKNf160Cwg04 )

Restack Gives Product Teams the Reins To Own AI Agent Behavior (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3nLW8fDFLz8Ll6HLVcvr1M4mp0vBW5Hv6WS358yfJW5HHrVB4FxW0lW5LW2wQ6yF932W1LRX6M3KYK9GW6s00PM4llkC3W8YrxRV6TNZXLW4yK2_84JSqgYW1wxlD36J8rRpW2CDtrx5RY0wzW53CT_66HrMyzW3qNtm65hH21FW8jr9vN5r6vd7W22pswJ68Ky4fW5pBZrV7t9d4RW7kh3YG1C38KWW1jTdC61_LfrCW6qh46g86TzP7N5MqFLK3RMpGW95KG5b9cgwfMW4wkp934zxkNnW92r4w-3kynpGVZMK025W5-wfW7WPvCj5CScgkW5cdQJk1qpr9bVCNDZS2mj386W7vn9hc4FbZC9W4ThZgs3rFCbLW7QyRb-4XlCsgf2ZNTyF04 )

by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3kLW7mDQdk6FdQ2KW4-RV1g2HVgx8N8vZVj-kHMygW48sT9d2HLBryW71MDG_36gy0BW2kzqH051FtQTN1ZJW1R-c3qVF4NbSrNd1WrW3N6Hwd454rW2VN2G-B9dWQyrW5Tc7LL6rTHylW4JPv9X4hYf3_W8VgvKq8M5ZdPW29NdhJ99ps0sMT4dbFMTdw8W7cCNtb4NynCyW867HxR11SywLW2MBlP_3VSf6fN2FwjcB_4hvpN3gjcC1wVGBvW7dPSrh5wFK0nW7GP56N2Z_T0PW2tzgn13DlrVJW8t8ln_1107BVf9bwsVT04 )

Featued image for: The 7 Non-Negotiables of AI-Driven Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3prCCW8wLKSR6lZ3lHW3d_mmY4Gh8BCW5fdz-W803T7cW8RhdGv3nbGk_W1tFRbc2hKW_dW5nZQDG7zM9B0W91qtTY2HKVfmW1FrTCX1npTNYW909sQD89n6tRW11WHP24xgPnyW5Kln0_6tQwRjW3JCRwg8284_mW3hPbzb85KH5sW4yWfV15FqjH_W2NBQ781DMvZLW1gYkzb8dGHW8W3kmTs45SJVZTW3-5CDG7GvHMvW6PtWG34p6p3NVLGZ523lBHJKW4BdsjY2WDB49W2fcxKd8DCcLQW4PwGjk6G0gzKMX5Jjbzy0sMW66LbCV86ghnpW4SJWSY7ll5p-VgHtxJ1MCh87N6mD4qz9rKBSW3t991w3wyLFqf5Tmr7204 )

Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3lPW5415NS3J399cW4xtYK976BLQ7W2bSNV12N60YrW69RbdV5FCm75W48Q0dV5KXlr9N33yxgwvxGLnW7ckqq743Y1j_W6Vst_16RCQ4lW1z_bfB5wTbhwW2pRlXT4qbrhjW1mtsKQ5mvXMCW3bqGkY45NlXrN3wc9JCMQ08dN3cW8VF2mJfrW2pz1BG7mvkp8VfXC8b23wZV3W3613sF4wQRbpV_w_KT64VjkGVH762F8C1KjVW6SHMy13m7t5VW7sml475Pk2yLW9dVcyr34mH_Df8_NfkT04 )

The 7 Non-Negotiables of AI-Driven Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3prCCW8wLKSR6lZ3lHW3d_mmY4Gh8BCW5fdz-W803T7cW8RhdGv3nbGk_W1tFRbc2hKW_dW5nZQDG7zM9B0W91qtTY2HKVfmW1FrTCX1npTNYW909sQD89n6tRW11WHP24xgPnyW5Kln0_6tQwRjW3JCRwg8284_mW3hPbzb85KH5sW4yWfV15FqjH_W2NBQ781DMvZLW1gYkzb8dGHW8W3kmTs45SJVZTW3-5CDG7GvHMvW6PtWG34p6p3NVLGZ523lBHJKW4BdsjY2WDB49W2fcxKd8DCcLQW4PwGjk6G0gzKMX5Jjbzy0sMW66LbCV86ghnpW4SJWSY7ll5p-VgHtxJ1MCh87N6mD4qz9rKBSW3t991w3wyLFqf5Tmr7204 )

by Cristina Dias (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3ptW5SVQW66VN6KVW4JfHxZ4BJGp9W2rsLyV5nG22wVvfGxv7-l0D6W8-BTwr2ZkRP2W4tzZgm5CJkk6N944m0B8nhbQW1FC7NH7cpTw_W2q0WBq84_d-qW56Hf0j96y2rsW3vYK0B6J2lqRW3bSt1F4r3dhKW6tBdTj7pgYbCW592sNX7R6yWFW5_Jz3L4FCmF_W1lW7M19g9bDLW3JvCwv6jhJJRW1dF_d41znYcmW755yZD7PdnZVW8Zx_xD8qCrYBW7_CW0n9dlVhDW2rZdlg5bZMSVW8kb9Rf19MDr1VdFdZP8ksk6df7Xkz-804 )

Featued image for: How Okta Scaled From 12 to 1,000 Kubernetes Clusters With Argo CD (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3n8W561Vr_31SJVSW3M7Pb07JtfhbW62JNKf7hS9GJW2BLbWQ7RgtLFW8N6Jc81Prm9_W4qmt3b3bPJCHN6CVC20_6pdpW720mLc5vXRBTW4YM_K_4f9y9PVcr52G7cQprSW3Z7ssl6r5zgXW4lgCSX2Pv3ymN5xPBWDMdq7bW27wk5y2-91hlW8Msrvh1CwL0XW5_t-9T8sh1ScW5MQvlc6s7WXjW2YkB3s527TMfW18gH7W4tzrNxW9gSPJx7rbh2mW8kmj4m5T190JW2H6GNP5vb6KjW7kPhsc3GV5wQW3nL-j22xBkCzV2Qm902bDr8VW2nwcR91rNZHXW2FfwWW7vJrW3W1T__pt18V2hdW4p87kZ2yPhD9W2JFlTK53z17cd_SKSF04 )

DevOps (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3mRW3W2Hbs8l-7QtW2Pp4QQ2HjlYGW5jgzvx4yRD0tW1XqjRJ2QvWl7W5wg_MF7dQmRPW6nX8s_2G76Z1W9gMZ_S353LyjW1wd7QQ4YwZ74W5wfxFY1lgVrYW8s1CDq60hSBhW6zRK6f7b3YgMW2tfW0D7RW6vLW4xQsYB5CtsH8W1BGR2n15h7VZW6pxXbM1rMnY2N4ZZmfXK18s_N8XssWSg3JpQN1PbKHtb5lC7W4tldwy3G7_8hW5XYwkd8TJ6y3W2zjmgX1bgDGPN1WjMNcWV-KFf24YrRd04 )

How Okta Scaled From 12 to 1,000 Kubernetes Clusters With Argo CD (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83prCCW95jsWP6lZ3n8W561Vr_31SJVSW3M7Pb07JtfhbW62JNKf7hS9GJW2BLbWQ7RgtLFW8N6Jc81Prm9_W4qmt3b3bPJCHN6CVC20_6pdpW720mLc5vXRBTW4YM_K_4f9y9PVcr52G7cQprSW3Z7ssl6r5zgXW4lgCSX2Pv3ymN5xPBWDMdq7bW27wk5y2-91hlW8Msrvh1CwL0XW5_t-9T8sh1ScW5MQvlc6s7WXjW2YkB3s527TMfW18gH7W4tzrNxW9gSPJx7rbh2mW8kmj4m5T190JW2H6GNP5vb6KjW7kPhsc3GV5wQW3nL-j22xBkCzV2Qm902bDr8VW2nwcR91rNZHXW2FfwWW7vJrW3W1T__pt18V2hdW4p87kZ2yPhD9W2JFlTK53z17cd_SKSF04 )

by B. Cameron Gain (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3prCCW7lCdLW6lZ3nBW3TdsgX8TGglXW590Bf03wspwqW5RZkzD3cTcmcW2kwMJT8XqKYsW3NNqtj3t47XWVFfPLj3McvYVN6WM6s9qJvbJW2fJ0Vl3qkNNVW327nYv5RVYl7W15yRnb79Xv_DW2yfmBk61DKbBW8ZYrR13q1YHXF2LXGNvX2TJW2Y5Xh6404CgDW4VgHWc1jkx8LW6Y015M5nRrhRN4gjyR4g-MSNN6769jNcRWsTN94BQFz_DkgQW1GL3HY4LzB7tW4LsDF_2Ywdb0W7sDscR7BwMLbW25YVJf7hFmgyVfFHpG6DG-9Rf5mpQyg04 )

The Coding Personalities of Leading LLMs

From our partner
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3lFN6FBTY1Y8cBQW6d6NgT12QkYzN1xZz_FGGBfrW4d4p992qH3TkW8DZ_mK40bRyJW1n5GS31xwM-RN74616NWWb-WW6QRNxt3LWDXWW9gtpRq7T3WTfW3TmRks6922GMW3Vk_zs8dvHG2TSlDv6x0XGgW567dtt2bhR7sW7bL8c34zcz_kW8H3Yp98yWhCCW7Wd_9B143tL6W5swqHT6w6zRvW4913DH7FGm3_W8PZ2TT7t5hxzW2nnPHr1S0BGNW1fCmQ94RZ2vyV2fmpw2V2Yn2f8qXthv04 )

Think the newest LLM is the best for coding? Sonar put leading models to the test and unveiled insights on GPT-5, Claude Sonnet 4, and Llama 3 in their “The Coding Personalities of Leading LLMs” report. The results may surprise you.

DOWNLOAD THE REPORT

(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3prCCW6N1vHY6lZ3lFN6FBTY1Y8cBQW6d6NgT12QkYzN1xZz_FGGBfrW4d4p992qH3TkW8DZ_mK40bRyJW1n5GS31xwM-RN74616NWWb-WW6QRNxt3LWDXWW9gtpRq7T3WTfW3TmRks6922GMW3Vk_zs8dvHG2TSlDv6x0XGgW567dtt2bhR7sW7bL8c34zcz_kW8H3Yp98yWhCCW7Wd_9B143tL6W5swqHT6w6zRvW4913DH7FGm3_W8PZ2TT7t5hxzW2nnPHr1S0BGNW1fCmQ94RZ2vyV2fmpw2V2Yn2f8qXthv04 )

FLOW STATE

Must-Read: Knative Has Finally Graduated From the CNCF

Paired with the release of Knative 1.20, the Kubernetes-native platform is now a Cloud Native Computing Foundation graduate project.

Full Article Here
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3gP0xW7lCdLW6lZ3nrW20XfNj81YMW4W4M9TfZ51HP16W8sT7qn1hHSnVW7-10VM3-ZR10W2L9y1c5g98hqW3jxpSN8zXRf6W3JYsTn7yZXv1W6r5Wqq1W1BgDW2lPlfL6hXsKDW8ksjLP2htnyxVzXJJ51jPTsQW5XnVYJ5MFcW4VjvXsq5MGPldW1j-Wxl4vDYfCW15YXw-1tMNT8W5r2MDh1nRpXQW36mb-51CVbcjW7wZbB64xHtq1W8j1bqP1c63n4W70SH2w7fRZYTW6sX7vz1TcM9gN6jJ2vqcWNsTW92-Xqg8hHqDFW3m_1DV4zG9t1f2wN1hP04 )

Introducing Agent GPA: A Framework for Enterprise-Ready AI

A systematic approach for enterprises to evaluate AI performance, build trust and ensure their technology is truly driving business value.

Take a Look
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3gP0xW7Y8-PT6lZ3mQW4Cs6mg5c08M9W20x2qG7RnN4XMkFC8WxLrNTW3MZ-DL7ZZhCGW3BPsNX1rfpnDW5YVb9r2FW1-0N3_DbzW6JhqPVrnGBq73CVxgW2Xbp7q3NKc3SW1B14W83-2-KRW4hsStt2DMmwyW8BJryh2n1lFgW3yvYNQ2v3nc8W97KvDt59tlCHW2DsJ9v1-BLFBN8nnWbLn6_dpVN0rcH2dcML9W3vdN657_CknYW6tyW0J1zf8LDW79G1Yl8cY9CgV_Cr2m3dQ7CMV3Nlx15pSdxnW8whM196pJ6DFW24TNNf63zHh8W3FnVhG9f6NlgW5X04j93ypyGJf1qR_RH04 )

Deepnote CEO: Why Notebooks Are the ‘Perfect User Interface’ for AI Agents

Deepnote's Jakub Jurových tells why the project is going open source and what notebooks mean for the AI era, in this episode of The New Stack Makers.

Watch the Episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3gP0xW8wLKSR6lZ3nmW4rQDbB2GYNNsW1txkG48lqy_1N70zxgKQ-r_6W1Nr5_h8s7Vr-W1SWmxM1H34lzN4vHFgt_xnD7N1D2gXG2jGLNW8q9GFc5nptqKW2xdmcd6kYvkhW32yvqt62g_5NVw4wZF8jTDRVTSznw2nMYlcW3PJ-K95h2h_3W4Mn4SM13FJcKW5kxZQs5lh70qW2ht7y75fyJ4tW7BHzW-8V5vHlN80bYMXmgC7SW1PlpDm2lBdCwN5RRrtHnTsbCW4Hsw525rKHvBW2pgY-857V5DlW7S-Yy-5Y_FQKN4HXSfyQQMYQW7CR3w_5gw6cYVwKZLj35bfSCW39gryY7v9FdBW39FRw99h_2wSf5thFP404 )

Trending: Kubernetes and AI Are Shaping the Next Generation of Platforms

In the era of AI, platforms need to become adaptive, context-aware and capable of serving both humans and machines.

Read More
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3gP0xW8wLKSR6lZ3mpW8KN2N57RPgH_W7JFrMr6DByZYW5vns1z67qz4-VtFSLt6rcFRCW8hZ68M18c8PFW2PH_9384jw-SW7sn5fK3PYqcLVD50G26G7WZTW10-XfF49Vp_GW4hZHjF4CDsCYW3S_fTX2-Y7J7W4WD6my2D8b9rW2X5PSB1PfM_YW91KCvv2FkqXDW4kfPll5WVl5zN8LkcnjSwTG5W93zvlm1wjDjqW7QbT6D38qzNmW1hSRHj4yHrC1W5D9mB67hljYTVlgT4W7w7pV8Vh_6_v1FFMjxW6Ssc3y6Lkq8lN2snlf4FwwVJW3Z_nQg2hl0qFW2Kh3qV4b1cM1W1QZR3T7YHnhqW2FR3pw1ccgwwf93SrWx04 )

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font-size: 12px; } </style> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #footer { width: 100%; height: auto; color: #FFFFFF; padding-top: 10px; padding-bottom: 10px; background: black; } #footer a { color: #FFFFFF; font-size: 14px; text-decoration: underline; } @media(max-width: 500px) { #footer a { font-size: 11px; } } </style> <meta name="generator" content="HubSpot"><meta property="og:url" content="https://info.thenewstack.io/tns-daily-december-2-2025"><meta name="x-apple-disable-message-reformatting"><meta name="robots" content="noindex,follow"></head> <body style="font-family:-apple-system, system-ui, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif; font-size:16px; font-weight:500; line-height:133%; letter-spacing:0.5px; color:#142640; background:#ffffff"> <div id="preview_text" style="display:none;font-size:1px;color:#f2f2f2;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">AWS and Google Cloud Offer New Standard to Bridge Multicloud Gap</div> <table id="body-table" border="0" cellpadding="0" cellspacing="0" height="100%" width="100%"> <tbody><tr> <td align="center" valign="top" style="padding-left: 15px; padding-right: 15px;"> <table id="header" class="content-block" border="0" cellpadding="0" cellspacing="0" style="display:block; width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="center" valign="top"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3qgz0W6N1vHY6lZ3p2W9lNVVL4nqBHDW3jpl5m7xzT3_W8Vd_lD8fyhTrW5CY9-Y5BhRtpW7pZ8WM739FYhW3h3yD57VcJfKW8LRj-63GdhGwW2LCH-96D9XF7VH6zq7126nwkW1Bpgng6sC_THW5XHbys8LQgV2W5b_BNB7jZRjhW1zPkDt5Zm4zgW5_jf1h5F0_dpW8qvYwc4lvjw0W482ZBG6MJtvxW6MFq6896w5_HW57rtH23R5JzKW7Q2YSJ2mLF_5W8B7n218Wv3_fW20JTDQ7VMw6JW2gJymn6tJghZdk1Z9604" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JGASM9dK" target="_blank"> <img src="https://cdn.thenewstack.io/media/2024/04/75c9bbc8-tns-daily-header.png" width="640" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> </tr> </tbody></table> <table id="byline" class="content-block" border="0" cellpadding="0" cellspacing="0" style="font-size:12px; 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color:#142640" data-hs-link-id="0" data-hs-link-id-v2="GdJeE5YT"> Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/11/[email protected]" style="display:inline-block; vertical-align:middle; height:20px"> </a> </td> <td align="right" valign="top" width="33%"> December 2, 2025 </td> </tr> </tbody></table> <table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%"> <tbody><tr> <td align="left" valign="top"> <h1 style="font-size:24px; line-height:1.1">AWS and Google Cloud Offer New Standard to Bridge Multicloud Gap</h1> <div class="copy" style="margin-bottom:15px"> <p style="margin-bottom: 1em; ">Amazon Web Services and Google Cloud co-developed an open source Connection Coordinator API specification to resolve the long-standing challenge of multicloud networking, providing customers with easy Layer 3 connectivity, reports TNS Senior Editor Joab Jackson. He drills down on <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3hCZYW7Y8-PT6lZ3nMW3QdFF_2LtW3FM4XCz04XF7PW2fkr0f13SCJXW5Bxhm-1slp48W5ZHw5h9cT6SgW67Z6s44VPwfdW6qGvMz8JJQzvW5GltTb1ww6GXW2NF0d98RYy6rW1xVslB8g2mw2W3hKm-R1LSytLW6_m6Nr2dTKTmVlR5153Bllt4N2fMytkgnbckVgb1BG3nQjrwW8kC60p8ZhgFpW6HXTbf80K4WfV2FgxL5FY1DmW46zDrl1FnzQDW6bsGJ78tkLVCW6Yb67J7XWLxHW67XxZl4K5YrsW7fjgTZ2YSVdWW8qfKJr3c4KG4VQYBm08PDJPvM-HSjCgM2mddm2Ql804" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="nty+rMRw" target="_blank">how the initiative allows organizations bridge their cloud deployments in a private, secure network</a>.</p> <p style="margin-bottom: 1em; ">In other technology news on TNS today:</p> <ul> <li style="margin-bottom:15px">Is your enterprise avoiding AI agents because they fear a data leak? AWS announced significant updates to Amazon Bedrock AgentCore, introducing three core primitives to improve the reliability and maturity of AI agent deployments, reports TNS Senior Editor for AI Frederic Lardinois. He looks at <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45g8t6W50kH_H6lZ3mnW4cZQy96rfTkLVBVSwy8v70zPW78c7ZJ6LyXZRW3rszcn47J440VbFx_F53vM11W5kmck66R_BY3W5FQfvb6MCX4cW5Ts9z995sQHxW1hSZP26wT-sRW89HXsQ6z54gsW5txHzm75SBZ5W6-gjb872HLysW3S1jH_3hjL1dW8Ks20T5WmY-fW4C6cP14MdgjwW8q242v1FFrnJN8-l2TTrdk9xW8-th1z1W4J4XM8C-fPVZZchW6JmzXG487r7vW8LzVSZ42hcq0W1w-0ZC8fXFcWW1VSmwF5yV_F0V88kj75cJFQLW5JH-p23hw-1LW8Z0pc34GMz8fW25Kx3Y2ZhdvTW1W4zqZ7MDy2NW41sT7h4tN7lnW5yxyZj8SD9fWN1GDTyL9c7s2V_KcGz8Bx6t2f8j_1SK04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="SKvfmJCS" target="_blank">each new feature introduced at this week’s re:Invent</a>.</li> <li style="margin-bottom:15px">Anthropic’s Claude Desktop provides a dedicated environment for developers to use AI agents for local file system interaction, which extends its capabilities beyond simple coding. Software developer David Eastman walks readers through manually configuring the Fileserver MCP in a JSON configuration file to grant Claude secure, explicit access to specific local directories so it can perform tasks like reading documents and writing files. David explains that <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3hCZYW8wLKSR6lZ3p0W2-HTtr8j2F4nW4DlNNB8gwyx_N87TGlLtyB4rW5m6sn51yQ2qcV4rN4Q6QWrzFW1QMrbB4pG-JBMdLLgFlQCCBW558C5w1317N1W4TDk8q7yC9wkW9lhyZK5x4QHQW3jD6qR5ttnVVN5_Qmny89bHgN1jphW1hWPfgW6VPQKt8BvkK7W1HKMsh3CLJcBW2rl9rh1bjZBBW863LRy169m3PW8k9Cqg13lB6sN2HPC4p_1gV0W70vjr88Kr62PN4FRZdKJx59kW4ssbtS3N-qV3W6gFHd97Wm1xJN8c0_6dqdCKwW2Yg3RT47X1R3VNwNSn8vsP-dW8Pkfgz8knXs5W8G35kN1MLV3wf27nf8R04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="qyCKilPS" target="_blank">this transforms Claude from a chatbot into a collaborative workspace tool</a>.</li> </ul> </div> <table id="toc-author" class="author" border="0" cellpadding="0" cellspacing="0" style="position:relative"> <tbody><tr> <td align="left" class="author-image-cell" width="50" style="width:50px"> <img class="author-image" src="https://thenewstack.io/wp-content/uploads/2023/08/4de88b83-4756312a-326a38b7-lorainelawson2-600x600-1-600x600.jpeg" width="50" height="50" style="display:block; width:50px; height:50px; border-radius:25px"> </td> <td align="left" class="author-byline-cell" style="padding-left:15px"> by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3pyW7G5RG62ZNmtlW7k2y483btxNQW8Ds4By8qZ6GkW5gZ_m18Tv3pqW2wXPgk5rw3txW4WNX2_740b64W3bwqf29lp9qYN2LTdtwNZYtBW4pV1Lm2JKmqRW6hV4cw59n697W1p7-Vq4jDRQyW7wbP6t5SN27CVrlzmC3SY9JMW6dR9Cy5LFB5lN21mlfw3BgDBW3rd9d92ZP_yFW3DbwkD2hVYjlW1jyyHF8TTkBRW5rw_SX4BSxwpW3RJWSB1_CvjNW3ssJzd5N9GP3W6cf04g7c7P2LW5GDfyY2Pj_QvW6-DjgY870SWDW7DBY9q79JQTgW6FlbMl58pJNBf3fcd1F04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sO4F2z1B" target="_blank">Loraine Lawson</a> </td> </tr> </tbody></table> </td> </tr> </tbody></table><br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br><table id="lead-story" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%"> <tbody><tr> <td> <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">One Year of MCP: Looking Back, and Forward</h1> <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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3lcW44V_cv5PbD8mW8RpLS_29--b_V5bHdW48PPm3N8-0fqK9ynL4W5sCq4r6GZgRHW2nZ6sB2NckxpW98nJPv6pW21tW41lrK56GTVzTW6PW2v93WYBl4W1TGHQG7SP1VFN6ml0JmvJYjKW1hNpWc9cchx7W3tgk9b4PPDQ5W6C3jxW5c1lGkW1JW5Wp3y0JDtN7lyH8RTyNkPW6b2rT329QBqqW4xHl6-9hDQ4ZN7Q75mTNXZ0vW2TS86s6BzlF_V_MG9H5n2CmgV5BmQT25Hk2HW5wp68l1P74YPW50wSrQ9bd5bdW3GN89W79zzLVVGL2k38Q8zBnf2mqFdW04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="g8RtdatQ" target="_blank">Cody De Arkland</a> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3qgz0W8wLKSR6lZ3lnW2NQFXj6bl0gJW5ZGQX17sR4KXW93Yvqz3HwSj1W6ZkSxm5-DLzDW4-TwPZ1FwRzYW47pj3X8v_Zz_W55hjX81pdpmFW7j1-2K2QRTKfW7gt67j7fHsYwW8ByYMY1wT_DTW3prqbJ4mBQ85W2M0Jcg8MdVlwW5ClxCW4qGdfSW57kPZy7BGFqBW1k-JQh5G6_DnW739f-Q810_SSW5hSmxC71Np0rW1hRz2G2jfyrFW7tjght2j3rPqW4BQHC_9gF_6TW5SrDr27TMwXjN1GGFtsRTGc0N36b2xVGMN8VW92LGlZ4sksSzW4gw0Gd8H6Fc9W2k7qns1PJ8W9N2tqsDr-MjdkW2HPRcr6cHhzWf8s6nmz04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="1EDpq4Cb"> <img src="https://cdn.thenewstack.io/media/2025/12/f266e719-christina-wocintechchat-com-7phq2bca7dm-unsplash-1024x684.jpg" alt="Featued image for: One Year of MCP: Looking Back, and Forward" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto"> </a> <div class="excerpt" style="margin-bottom:15px"> We hit our share of challenges and lessons learned building around MCP, and we’ve got a lot of hopes for where it's going next. </div> <div class="copy" style="margin-bottom:15px"> In November 2024, Anthropic published a seemingly innocuous blog post entitled Introducing the Model Context Protocol. In it, they promised that Model Context Protocol (MCP) would provide “a universal, open standard for connecting AI systems with data sources, replacing fragmented integrations with a single protocol.” Tech... </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3qgz0W8wLKSR6lZ3nBW4MRNDv7Bt5GkW9cTXYV3MQgYWN6xCYJnSPk89W2xRZz86_FcjbN75MTDy1gn9zW2368zR1LHbw9W1MdNqk5lxXghVSGGN77h0NckW4s499Y4fd_DtW77NnyM13NlhvW7y67bW6CVwPSW2yVjwn2Zkg3mN8TG69MGDy8xN8mWBVwKtC0nVkPMKJ1qfjLnW3Z9M1T8ntY5TW1M5_Dz8_LZs6W7yTCyw9bmd2SW7Qbs2Z6Z1-rlW5tdy6B1ZMsv4W5YTFVC9l6f0CW3mq63N1SB9wDW82tP3G8MDMQZW3GcfJP5bYCR2W5bV8JC6X_86YW7H-2YW2cZXMmW1-KdGq4W31z4W1XRh6J1SN3p3f4W6FvR04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="eSfRqXPo" target="_blank"> <div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center"> READ MORE </div> </a> </td> </tr> </tbody></table> <br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br> <table id="sponsored-1" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%"> <tbody><tr> <td> <h1 style="font-size:24px; line-height:1.1">Explore the Power of Agentic AI at Subsurface LIVE</h1> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3qgz0W6N1vHY6lZ3k-W824YdF1jdvj-W5m0Km42BtNYFW7b5Zk92pZ5DQW1jrPYH6V68P9W2YTXLK93gW6WW1t9sn-1m-xFDW30MQFl4j7hxnN8Nw9P_kXs4JN7dF8pJ_MBXwW6j38gx24PfXVW95V5BT90JS30W134rQS4W60LPW5sFSKD6_0bSLVbfgD77hGDF2W1Rgw9h8PH5KQN8zTCV8T8CbxW2p1Wy56W5pF9W28CTXJ2jy86rW1dRw-d4Y5BQ0W7Ml7dp8HGN2TN4vTCxvsjFwVW7kmHrm8jR0lTf5nqgFR04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="CsgzHuTk"> <img class="featured-image" src="https://cdn.thenewstack.io/media/2025/11/889e3f26-dremio_newsletter_upscaled.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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3qgz0W6N1vHY6lZ3ktW3q2GKg1sTY_4W7840z44DkX3_W6Y5hTq5RhGjxVRghM21k-vtdW8zFvyT75MMg9W2fbvjf3xYNDjMhMKcjJ3Fh-VNmjh25SvxnZV5F9hJ6HR0_mN3HTz18NH2Q6W2gCSSf8cGf1cW6wlphf2CGk3FW4rVXrn6rbDVBW37L0XR2wPMv-W4sfvvt1GBTc6W1T6zD88T1XwNN4CDk0-s9HlgW8bv00W3sf60cW8FJ3XC8WjdsJW5F0kwB94Tp1zVBnCQ11h_KTnW1lCCgg10sr8jf6QsLj-04" 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="2" data-hs-link-id-v2="UARSyM9a"> Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/11/[email protected]" style="display:inline-block; vertical-align:middle; height:20px"> </a> <div class="copy" style="margin-bottom:15px"> <p style="margin-bottom: 1em; ">Join data leaders worldwide at&nbsp;<b data-stringify-type="bold">Subsurface LIVE 2025</b>&nbsp;on&nbsp;<b data-stringify-type="bold">Dec 10</b>. Explore&nbsp;<b data-stringify-type="bold">Agentic AI</b>,&nbsp;<b data-stringify-type="bold">open data lakehouse innovations</b>, and&nbsp;<b data-stringify-type="bold">2026 data trends and predictions</b>&nbsp;in 35+ expert-led sessions.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3qgz0W6N1vHY6lZ3mbN6BvbWdNr6G4W7RJf3s52T87fW3WyNm83SNBFHW8pvpzS5LbxPjW16-NpC6pffKPW2p_zqJ3JLRRrW7Zg31229TzhTW4j9ncx7SjwWKW3TjpHt4lLkNtVhc9tD2WhJ55W45sV111-cz19VCzK8r5f8QJFW8zlYXb21Z-J6MvzN6KLkCT8W2Dk21R7bNv5LW434-L34w4QpSVcrxwC2nMtfMVnGHQq80MFZQW8HwYLT557DP2W2N1fHY7yHstRN1FDBx9DCtPhW8KBC8S5BsY-jf7MqccY04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="grVuQDJf" target="_blank"> <div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center"> SAVE YOUR SEAT </div> </a> </td> </tr> </tbody></table> <br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br><table id="daily-digest" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block" width="100%"> <tbody><tr> <td> <h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2> <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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3kLW7FkQVP4jLsKgW6H41bC37dC4rW1XykB78VZFnHMgjfDNtdH1WW3RrJBg2dqw8kW3jMlX02LfzskW1vkzKm1PxZJ7W5SRgmn1z84fFMvH8XRdBZtkW76lnpN8fl3DkW3N66Zw80hl8VW1RWJ0b3YrNHLW4_vz3Z2F_W9zW53PwhZ4K-Yj-W4BhjFJ1zlz3SV-gGp02bXqgPVCPn_N4mgNrmW2JPXJF2LrR6lW7dw0508L1qr9W2Cm7Cr80_TxZW6W6Kwk2ZHK_-W6hKhN325rLl7W2mvpmy3q0th0W2_n60L76Kz7vVrZ5_k6yjLF-W4ppwjK5s5BgqW5Td-Gy6ylXz5W5sW03_1cJNdRW2zV2lp7FHxjMW7g7jtG5nbsjBdPBw9604" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="wtlCeFzc"> <img src="https://cdn.thenewstack.io/media/2025/12/8138abb9-nova-forge-1024x571.png" alt="Featued image for: With Nova Forge, AWS Makes Building Custom AI Models Easy" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3nvN8qNH1tn_Km1W8Z-GrJ6NGXMWW2k1gZ473mfxyN8x1rCD85wFkW4Mcnkn8r5JJjW3QQvqj41JHxmW7WwXbV6yTp-LW35lfQ134zfyFW6VM6kC3XPlk4W6cgmKJ2C1n0BW5DXZ591MRK7cW7Gjd9p11lbPTW8QgTFJ2nP8ykW75zX7Q6NmVdsW3bzlwL8s0q-dW5D6j3d282CsqW9lW8jM3Fv5-nW4dWKm_5tkbpsW5ld54N73bY2GW4xtfZ45HqBFyW1gPFHH7MjRDYW9fmPHD2srwXBW7Cr7Xj9b2lvQN5Dd107l__XBf4zsl_P04" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3mBW23SDP02wwSDMN98k2qgXwn0vVK35XL2Ll5zHW24j0B93psblXW8JKxrn1GXcw0W2KdfQ187MvlxW25Zm_f91NQ8KW8KN9r87p9PSWW4MbCYD8tfywDW9gzwKB2HChDGW5Tq7hH2sb2PTW4_GHm73YjsQ1N752NVnZLhWwW4NjSHp33K0lFW2MmVXf4Jj-y9W6M4KMR8_mY5WW2wsBnh8vWVQXW362c0c2BP83PW71SX9R6hCRfBW8bPRtF8B6L5zW7y2wMn4hs1RwW31KFMp7ynNtpVVzSpF6P1zMcW7vzkN77427MgW14p7Zd2w4y5VW2YTf7S81TPXwW3DYv0d5dfs_vW60xv8N5Lm6YlW8KK39C35Z9cjW3RcYPW1g4l6df20zsgx04" 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="wX+FUtzR"> With Nova Forge, AWS Makes Building Custom AI Models Easy </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3l6W7FtHqP4ZZN33W3hKL-98J9_TdW8CR0L55KyBWZW8FN_m1192jbsN2z_PgZy2w6LW9jgCss1S65_FN3yJT6KBBqc4W3DN4jj3KD-ndW1pxNgm2LDFldVQSVJh3RP1yXW3ty5gr1N5fLjVdXXdC6QnYCgW8t0J0T5gkz7vW8ccYly6GHXTTW1dJrQv8897cSW5Sw9jq1hK90-W5wzhqc7WLWbRW5vTnds8c_-w1W1kM9Zz5pCFlhW7G6LJv3hwfG1W65PcQW1qyyJ9W41YkN86XpG4MW840q0B7dCRp1W8WclwZ2RyWTKW6SrbFj2M7sGGW5ShjYD6gDDwWf88jcYM04" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3mLN71HSfPSfYLyV5q15N17NgGdV86j5W2_pzZBVBVk_k2hYcZGW8HDtHp7y8tJgW6ThL841j6blhW3Zxtnl5-5xz9W4ND87t7qpPvtW8PRk6K7gkF-gW3v0cTM658202VXMNvs70YW8PW2Xb6cB7MB8pLW2CvSWW6jFXJ7N3jC4N6ftMgqW3qssjW38JMXFW2Bvg208NzZk6F2544H8m6ChW2lRX364c85hpW51D2cW4dp-zfW6B6sdh3ph_4fN4nMzthbRwDXW5FYs6W6tkqV5N76Ldwxb_dWfW96jjxk4WVhJ0W7wL6M43hHlf-W2vZMzN3zxTvBN45LF8YdmMc6N3SDjWF787yYW4Zwh9c6y460cW2HTVly77gBCwf2nFlqH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="zCK6w/ZI"> <img src="https://cdn.thenewstack.io/media/2025/12/ebd7a678-getty-images-sqtg_gjmu00-unsplash-1-1024x680.jpg" alt="Featued image for: AWS Frontier Agents Handle Code, Security, Ops Without You" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3n0W1Hzb0032_Nm3W5D_Krm5WZ4qPW6NVS673N6yt2W2Pt_qq4DFnfSW9hCy0S958lbdW2T80Ln5qH94xVqWBSq5Gv29MMz6LxB8Y1RPW3L6LST7nn6DTN6XdFLBq5Tg4w1DtyFgYKqW1nLScg1TTzxlW4-nZXg1DQcpqW6L3V8t64sDH_W4sNQ-J1TgVxbW3m1Cqr4CT5MRW55_VRF35-2whW87yxdZ7s2NWlW4vVHqJ7XmZg-W7qKnQd2fBNySW2DlzwB7y-7VtV9TMtF9jFbTPN94LgnhHCh6-W3TdZPd3DK5YRf5yz7HR04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="EqwIYxaP"> AI Agents </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3mhW5JnfJl7b_5T2W5Kw0hR5MYSr7W713jMW4ml7jqV7m_Hd22vwXxW3CcPJD4hn7jQV96wvW8X2s7PW56-9M13DYFw7N27Lzv11HGhmW4rPVDB1nfC5TW1rwT4n6bsdJzW4KPb3D943_ZPMlXQxgK-gTSW4k-yJH2PVpG-W2xWDxy8rYsKcW3Rl3Cb5BWHRpW7Xq5dQ8pS54sVp45LK1VnPhWW6H3JZH3jDMYGN2JW4BR1pmN0W6-VW094t-K2XN4MLJHJKHWqYW4x8mL525p7lRW8rBFTq6D-7fJW5bJR954CnQbHW6hd8nB5SL8V9VhrpzZ7Qt-R1W7vKq2F6j1ygxW7WB55K2VxGz9W6gbd623kMQCmW4lzCVR1SrKHtd-bszx04" 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="nA2FytRz"> AWS Frontier Agents Handle Code, Security, Ops Without You </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3mpW76DfY927tSkbW2r36BX7vjVkhW7cTxB56S9Y-gW5ZQDnk6bdgY6W91gNxd6VC2VxW2_0Ctn5QnjZJW69Kzkv5C5lwgW50Swlk1_JQQRW99gRRj3CqXxJW7NV6yf9jDVp4W2rBp_j33bcmcW4xRwC66wxx6XW13fyD83mW6h7W27RHc43NtbgJW8l7VVn7vQF9PW7sDf7V2m5R4cW8kJrND5M91DTW6-YGv74Hy8BtW80B4-b7w0fVrW2BNyvp71jMFBW3ZW_Wl4NGmPCW8W5fhW96Ly9SW3HcqFr8SwrvqW14DL_N3FQTJFW5Kh6hr7Xk5yMW1KCSX22tBZL9f1NKcbs04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="fBRiJagP">Darryl K. Taft</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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45nR3bW50kH_H6lZ3mmW6jb2Yt5Xvl8VN8wLHJ3YV-rxV4vhDv5dkZy2W1xQqxc7Qf81CW7NjXYV7sFK5cW3MJ51g7tBxlWW8GPCnB8Tcg8BW4h78p393QPRLW8bCwll6bG31MW4MNltf4Qw8sLW7Qzcfj1pJZc1W1xvp4q5ScfZgW444pr98RxZ9fN3rK2rHSqTBFW1-MP-n2Y7MdxW2csgYk876DL5W5D9K0-1-JBsyN1hy36VPHLDwW8TqgnX5bwrzFVmrQds6lpstnW42JQWM2xxgxXW7NQsv-4st4bmW77b8kQ78VxwXVzQ7kP1w4YZfN2k4SlbBMjWgW9jGvDF5V7hkYN6h7Vk-t6MD9N5hzRPrSxgSxW9b5KwH7pKbcCW91BMfZ3JNmcjW4d-cq21RYxD4VBMJcf54vSKmf3Bw1Vv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="X3EIRGmh"> <img src="https://cdn.thenewstack.io/media/2025/12/3d7a1572-thumbnail-29-1024x576.png" alt="Featued image for: All About Cedar, an Open Source Solution for Fine-Tuning Kubernetes Authorization" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3pZW1-sSrh2p7Rs3W5x7By288pM_NW8yM3y16Fg2kfW12kYC53-KrZzW608Rlq2CFhtGW5d2SsB36ycPZW2Q5Rk11CXvdfW7y6VsC9hlPYBW65ghZ08MBBlrW4DnF976W8b18W5N9nk-62qPw6W2JsP575ZpxCJW6W-Kkt98rcmLW83YY-C64GXxNW1lp59P91tt77W3K8ywg2tX4LXW7Z7zds95BsPxW8DS7F-7QjRDDW894cpp4rVs-YW6svMnP3L_GsYW3p-VNN4s-NDXW4x0F0Y4lwFk3W1wl2jr6xTNqfW45lsSB28rHXhf6_lvYd04" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45nR3bW50kH_H6lZ3lrN6ZlV0RklDc3N19jKgbfvcFQW7BTTl16BJg0dW71ZXLr8Vcz63N391C0SgpxbpN13mTB3Bvc6NW8rkqnq38r-StW6JcyTn91Sp15W7kmByF1-vh_kW8B13_48LhCKPW95kNSc6yyV4dW6ZkBXv8b56kHW8sYM_48pRY44N46ZHw_r8ZhmW8HSddm8QRsWQW7dHfpL91Fv7FW6ld02X2bf07qW1ks8dh4d8gpwW7b-QYc1FZlRjW4Z3vJ_4H2BMGW5gS4k-8Wjb7DW7LKDmV8KK_rvW7XqpBB9dK439W67FP9q2ZlVtHVNtY4y6t0lQdW64DzlY2WZKjyW2JM0zt7fV-DGW6nJVVv7ZYcMHW87z_9b5y5GKWW4TVyJq9dR-ZwW6FX6Yh8gg02lW13jyGL5LPKtlf2tJ93l04" 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="Kly8+L26"> All About Cedar, an Open Source Solution for Fine-Tuning Kubernetes Authorization </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3ppW7Ts4g57kFLWMW1bz02K8l6h-6W7WwXcw42DkSbW7DJqGw6XGcm7VRj2Q93XQ53WW1jQLdk253bMHW3XSKnS8MzRMtW31HV1b12j1HVW51g6T64Mgq9qW6sRq8r4lsX74W6dGbWQ16tpDCW5zDDjK5gc-3jW2g2zrS2z7bqjW5J5f9h2rJVh2W8NYpwZ4yWZtlW5K9dnx53rlNqW7LVLb930R9QhW4xfjkR572GY_W5cq8-K589xmMW4Xc4X56X0R0BW8ZddbB6_YrvzW9563gM1S6JJRW81YH8K1MjvC0W3PQ9Ps3XjTHhf4ZwK4s04" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45nR3bW50kH_H6lZ3mdW4rqHQq2L_6RRW2nv6rf3CCMVGW591SQw6QNWppW6yTL0q2zr3rnW7wzwfY1PdgrYW5ChV441fpnXWW9gjZ4p5fvFS0W1spr_g4CMQvtW4Wd1pp3TpJ59V5YVjN5fpr0BVJx0xf2bCTJqW3Zsw6b5bVl5_W7m_vPy4Ygy3ZN1QBqLyYcvbxW5gl7rH1Q8zN6W8Hh4N72Y9mLyW3MS8VL4llTgKW25SfL56PRT7XW3gPlJV6-WQDBN17JpQFppYYjW987tnH3vfv35W6wj3xh7kwwWJW1B7mCg4Bdx0YVC85dS5Rspd1W8q4wkM7T2NmCW7Q6hd72mzn-LW8CC3rD1wjkDVW2Spzhv20k-YcW6BfGgq6TSntZW2pR7Wf1Q5tq-W3wH9tX3XJ_8VW8b7cmg7HDMCQf2pSsFR04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="HgtVBC29"> <img src="https://cdn.thenewstack.io/media/2025/12/48c196a7-screenshot-2025-12-02-at-08.11.07-1024x570.png" alt="Featued image for: AWS Updates Its Nova Models To Compete With Google, Anthropic and OpenAI" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3kSVv6Ddk3v1cCgW7Nz3rD38Kn7tW2fhLd129kqZdW3kPXxY1szbg5W2fS_Lc1gcmVXW9kBN6l5-tC0lN1w1bNSXcnc6W28_9qm42Pwp-N40sPlBJzcj4W2l_LTB5cp41MN24LQqJZd1s3VtsC4S13-XjJW1p9p169c7WsQW6ql77L2w3QqyW8Xjzm64K3yD6N54mcW4Mzzx-W1kShxq70G0zsW2V_3wt3MGPmgW14vBr72pQq5nW4FQPPg15xjMRV72yR-8FgxGZW2JW7Wn3DmVGKW5mS5yY8CrGyWW2cgbHn29sKZMf8n3JDg04" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c45nR3bW50kH_H6lZ3mGW8F7TF85JXsdvW24zMwH1t-pzBW8zFd3p9lH25rW72TtkT4xMsrPW5l31_p79Xn5nW6ThlmK7CM4gPW7BPK207dsXzZVXzb2q7-xq6PW4K8stW4NrS_zW6059DV2xQ6CTW2YgPPy6LbgcdW3m_23W5QWRPHW4Ll4NW98Z9xNW8Mck4G2-4JkNW6WBHqG9cd689W4v7vzz6V3zjQW6Q0kYr1JHQHzN99Sgf03dchBW2gnnSF37c-kSW4QhjGT5DkzXGW6KcFQ12MJHkLW91Y3gn4z9ZrNW92vdS73wyzk0W4zdd6Y4mDpczW4xHJLX5DR4wNW72xW9132yPCWW3H3y175pNBpwW5M76s13lwDCYW8LT2cV55SVH0N84RlM-_JLnyW4rCpY68rLxPlW2VmxV82qRqqxf89GMMs04" 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="Yf9QrRuF"> AWS Updates Its Nova Models To Compete With Google, Anthropic and OpenAI </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3mWW7V9m0263C2kmW1p880q1mXD3pW1fwmqc6W3VcmW15-NVT3Fqz2KW6Xtxbf4PH2F-N529GwdWlH1_W4-6QMw4J6thGW6MbWKm3l5fNbN1wmCBdnjHNqW4M4dz-3chfS6W7XHjsb8htTPhVQ--WP20t0RvW2gLn7H5NcbHrW3PhCjh3PMJn9W7Xql7t1d-XYkW1XGZWP6JmQ-wW6gKwv23YRSY9W1gXMVx81dVvyW1GXhQK71-mfpN3g_lRpNV028W2s1L842LtwVcW36hy6f7WWRHFW8Gcr_M8rdPhQW3kvNm86qmB_vW8J425L5m22JhW1tHZ1V5yJpWKf2yNFtb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3">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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3qgz0W8wLKSR6lZ3kXW52mKY-23N6pxN1xbrJlskDG2V-ghY-5LS7bNW25gYsY5KzfrzW8ZYK_l29wqlkN6Pjtq6Fw4r2W5tpFXc7Jz375W8L-YV71gpy1nW8mcrhd7lM26tW6lg-XJ75dXgGW4D4dFB754dWSN99mj2RXLN8BW6X-X4P4CB1F5W5D3Vmb5p4JFQW5lrQJf5zT0XgW7LPt6k8rxp30W2Hr2pN8v87sMW6GhvZ88kqM25W7846R191Z3zVW29r8cB8Mcs8_W815gpP27_CspVfFkC12q6HwlW86Nf2p2tyxT9VCkpX81cBnh-W2W2-yV6tCNYkW8sBdgt5GzfRkW2LY-127Gk-SMVCM9Nt7gTKk7f6qstnH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="hMdhbMUA"> <img src="https://cdn.thenewstack.io/media/2025/12/210cf442-david-booth-okwmthqqslk-unsplash-1024x680.jpg" alt="Featued image for: AWS, Google Build a Multicloud Bridge" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3ngW4RlXyL1lwlqTW2Cdyg41d11knN9fGtf9CwqJ0W4V-vC58S3T_6W5jw40b2Vy-sZW8Yb2TW65l04cW50Xpvj1vS8-HW91fRS23k-wfsW5cxM0g82LtW3W1ZCHgx4zqztGN1KPR7yvwM4GW5G9vlK5DFJfVF879GQBgrgmW6H08Hl34clnMW7WTrBY8KllYBN3YKd6YM0VGFW4wXbkX82RX3zW91VTyK5ZW6_mW55h-qX3nXXbrW4ZgH_p7Ypd5nW5kp6Nw1YwGlCW8RcxsK38gm94W37Qtwy575rkBW2HvvzP6H7NKCf48GcGb04" 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="RsuGxnBe"> Networking </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3qgz0W8wLKSR6lZ3nvW7xKF2w5ytP2mTsNZR1j5F4_W4zbSK38_qr8sW6P2_St7_CPrXW6Xw1yN3fXyW2VDKl6g5qShy4W25vrv38xKLLMVC0_zG3z4PSwW5kLsm452r5xZW1fWP3789x9HTW6Q2Rrh48jKd6W3W7T3L2f9TMmW6bppgD5DfcM2W3f9_6q8-_g96VZhd6Q96n0V_W4k-Mvt7qBl_QW4H8m4d4WtDfMV_1Jhq8Hn4XLW22RgyB5DqXzrW2SlsP41Lyx0CW8z2szL7HfdTlW5hT4m28XVYYXW81Spy-6dXMNlW7fL_hW1DKHKVW406YVX88g22ZW39YY108k4VqRW4JtW8W699wlwW6-3T4372c2R3f4hGT_F04" 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="nVgfwXog"> AWS, Google Build a Multicloud Bridge </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3mTW2J_QRR2_0CFDW5dxjDW7KP6J6N1HklvbryGkvW6dlsLW5zNgw4W5bB1Rh8mZbg8W3-gnmN24n8PrW6ptL2V3q-FmmW8zT63c3Ddk8tW7YvxWn4PVKRKW2lcCL_7GKPkpW4ntWzX3GTxDrVWKsLG39LPpzN4c7Tqr1XN3xW66MXjq2dgyzlW6ff0kR35gFG_W30Kqgc23MRvwW6gV3Fm80D3qGW2sgJ8L3Nby6rW62lh0r2t3QvDW56pgx_4-Cq7qVtBN6557P1d7W8t3PX-3t99QGW2xp4PR94M-7QW3fGfRW3r49RVf57g4fl04" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4cn5nR3bW5BWr2F6lZ3m9W7qlqHN7-VBCgW1TYzRX8xQ9YYW4GppjX1kQMcLW5YFcXf6BmhBwW705m2Z2nHgJ5W7xlxL65WWLFhVzjns966wnNPW2-X33V2WX-X_W1_WGcK7B6YydW52W2wt3HQnKrW8SwcCl7NL938W64cr1Y5-gptKW56k2Wv1T0TDKW8n85Kc4XDXtSW6XN9Nv6pTCyJW68bytK3jwD8PW70PCFq3z5rp5W1yWy7_4Tx0YkN6g2H6P1Z1vXW3qYF6m17H3Y6W3qHtd319D0jSN21KBY4Pbsc9N1wbgj5KwrkhW2PPQLM2l419wW7l4j3C8M8kxTW6tS29G56B6BhN5TnzYVyP7nwW855prw7cnvTWW5M7G281QHzYJW4skcTW6MjZzLW8HqW3s8FssPWN4mBlZr11W7XW7q7yCf67tlY_W94bpQd3nQdhvf8xgCGg04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="DmEhriDt"> <img src="https://cdn.thenewstack.io/media/2025/12/a6426c7f-screenshot-2025-12-02-at-09.08.45-1024x571.png" alt="Featued image for: AWS’ New Policy Layer in Bedrock AgentCore Makes Sure AI Agents Can’t Give Away the Store" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3lyW55-8H18CCMY1N7LC8258LGshVTQv7v85MydyW6vB4b36Bx4vLW6RRbPh33GKDhW7drYCk8PBjtLV3Fzzm5qsZvWW73xz5m6RPgSqW3DwvWs4kFSTgN2BsH2sXls0MW1BFwHv2Km9swW58kmS37stvsqW5t0M_28X0w93W84mZDw12jsWcW3lN1h59bb83qN4vRjvRxnX8yN1MLzwCS20KJW5VqpJl371wLzVv45Sh77SymJN6JR659qDln8W1pBRd_8F0bvKW6c7zTk5kln_DVL6thv3KPk-GW2WQKMH5gThPDdyxj1v04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="qJ+t59NC"> AI </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4cn5nR3bW5BWr2F6lZ3l8W3Kk0vS7ZZTtRW3drl6x65ZC8hW8dTrNC4yNM64W2sw7JD86HZf1W4WXvPz1vH08zW7cNkfD2WxPFrW7qmc8H1cLR-tTD4Jm4LGDs9W4-T9-S3j-wzkW2mxbdx2j_4yTW4g7xKB7W3hBNW7NK4pW4hBc5hW5ktMyG7SQdtsW2k9CMx8VBBb2W3p7Vlq8k2g8zW5RR8Yb8j96-hVH0CPV55HBnfW329s743FsVVyW9jSryj9759DZW45B3Cz1fsk1nW2R0FQg5XCgYpW54q_hh4NCTdvW8CVQ_S73_3_TW5jM2wR4V2xcQW6SG7P56xGyzXW67WP7p3s7BBpW5KJbBY2GNvkbW7mrHZj3c9mWFW1Fd--M226mn5W1nfMjv4x2D8XN10YpwQSH74SW7JBBZ98897H4W2_yr3s7mgzMkW4d1ZDP1Qh321dXVh7Y04" 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="g7mfc8fR"> AWS' New Policy Layer in Bedrock AgentCore Makes Sure AI Agents Can't Give Away the Store </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3pVW2KhM7M830-bYW7hT8Jz8RgB0kW91gzdF93CrM-W3QfQ224-_k8mW12kRjR7ztvLFW1vKtXr2tHgMBW1TWQsJ6WDq0SW8YwsC88k8tbDVYdct26jwtTJW8xy_P-7n457zMjlK6dx9XFsW5dJK6b3tK87WW8KQTPt27xmmzW8X8zJb1HdX9bW6kPdhH8LfjYRN2wDVmBSs0cnW9f3gQp2LBDNYW8_GJJb17sTTbW35W08_4fNw8RN8R6fyf98zLRW6S048w1SfgZPN3-jBG6NwHL8VNGrVx7bfVvFVZlWkv4rgHlhW5qWD3P14gRNYW1JCjV35pTKL6f24ZPqR04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="MLoEWkA0">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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3nkW3M490M7RZvjFW5m4Nr04d526xMjXbhl6p3qFW5M1llR1sxXj8W7WyL3_269dV-W4NDLpR8sRn_3W9dHcd174bBYzW943k206H_MT5W1nPYV13wfkK3W91TLBN2s5vzjW361QjJ1KBQwgW7kMlvR82KbzWW3HPzCZ3863dfW6r66m96ThwS1W3Fg7N_6wYkg9W4Cbm8Y3VvDhgV19twc1jpHSVW5wt1RJ1Cpd7tVBpstK21Kms_W6b7hcD8-Gk_pW7-T-Hz52hj-kW3KJT_X6pbWggN2k4l1Nlm_mNW7q-rst22khh5W1HZXR66m9qw3W75bG5g32gJj6W6RDVdp3FMRXKW46r99X606c5FW71b3Yb52B7fWW2Jl99Y5RKMskf5pN9Xz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="SKSjyXZx"> <img src="https://cdn.thenewstack.io/media/2025/12/bd43b97c-osarugue-igbinoba-an_icdzkbhu-unsplash-1024x576.jpg" alt="Featued image for: Give Claude AI Full Access to Your Local Filesystem With MCP" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3pJN2cz23v3n4FMVP_Krb2PJQDkW4GFYvQ1cshwnW8GSWB07SN_dKW6SdWjv6xgRSBW3cXSgq3v8Vz5W8Mkyrm7QrLTkW3CvWW017HfvMW2R3tFW79KVwhW3jYT2M7NS0kXW18pJ67201213N7FlDCKgFc0BW81pfTD2djFK2W85s03B5zR5vrW4Vw73-4BbczNW6hq34V2dcYbVW3dZS1m5nh9_4W5g59mj3TMVYRW14XR0034_KGwW3BrG7x7QpqFsVgkZG021g5brW4wgDsT4w_nrTVxw_5m7W9STsW6ZrLMs9cGkLxf3mTHR804" 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="XJ7s4RXF"> Developer tools </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3q1W8pB4S578GSlCW4cvntY4XGRhWMH005W-L_HxVdpm2F2Md89TW8ggc9Z3Gl14BW4RZlPw3wTp_fVBwnYL1XW1J_Vmthwm4yKKKyW4gk5F62cMDV3W8qlnPF969F0JN2PKsjFjnpj4W2GJt8Y5Dcm4bW5SFDs551_mvTN8LM_4cQdWM-W5TmMSr5xqbsRW47pDt982TZ40W96f9LJ4P_3pfW2SwTg53bGr9HW4F5v616mRhzCW75RYcY4LrcDRW6ZF9p94kcqczW5Z6JDT7-0mJ5W2fbMww6Xnc86W3y53Yq3dVTS9W7HsP_Z5zLbWRV8dcFt73gNbZW42rfVh5cC1CrW3dSKrR4lsdb6W99SKrV342cHNW5K2lpn3zJbycf5PJ_nx04" 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="UpoD+TLo"> Give Claude AI Full Access to Your Local Filesystem With MCP </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3pFW9fd1Qk1HGK2dW2fr6VT8TrTFHW3Vz6Z-6YFtlZVY5vsD7YHZWfVPs64k9lXfYdW5xwfl369dcLLW3j1yhS4HMQHbW6rJ3cz1DntW4W4HRcbM1tD2rKW59TqHX2Rvjl1W36ZVFz7n2-WRW4LybmN4F4LSpW6PbMLH8wl1phW7P7JvL6CVMzLW61tR7x2dDSf9W43hZMn1G4-K-W3YG48N1_9y4VVw7BB75zbN5dW8xvjC67G4Z9kW23Z3Fy2TjDHBN8qjSJZyTM1kW5n-4WT6WB98dW2x6g595m2MhQW2QGbbX2X7bnNVKgPPx2K3nnRW4C2Nbv7yk6pff5Kl13b04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UgNPfgtM">David Eastman</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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3lfW6V45X478JwkLW1T2rXj96tVbfW82P8hG2w5sB0W3bYdGB6c4TbQW4R3-5822KQ67W3pKv1218W9wqW5W7z7k5xWJBCW2q_Pwz5N6WZ9W84rlS394pQN2N1sJthz2ldShW4SvHxG6Y2d_lW5hn_HJ96NDyLVnMjHt2D_2_0W4_zK0Q425F4GW4bfkgr6xtXR7W6k9F1T8RQ_TqN2M4F7kmN3zvW5C58fW7cQz47W4N_1rX7DSHGhVDVCjn6XnYCCW6xjVXX1_3BLqW608z0p93dMXFW5KT4bZ2kbGZNW4LdDVY3fgSd3W7QqG6Z3CnVVmW4GHYwH8wjl7hW5WhFcx71gHH5VyHwJ37ptKZgW6RzZdY694yZ-W6Ffy5t5kwlcpf5dzvLT04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="nCDdS/K4"> <img src="https://cdn.thenewstack.io/media/2025/12/873a4167-restack-1024x768.png" alt="Featued image for: Restack Gives Product Teams the Reins To Own AI Agent Behavior" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3pKW20-BDG3sNz9NW6DNPjR2R-cpxW3tm2882D_c96W3cbh4S6qq01-W3Jkkfp25fwvtN2XZ3Y9jJRbjW3-HVFP8p05m-W4nfsNB8cbqTJW4CHcxk7gql70W44VR0t1nV78VW348Q0k5zCg_KW5Rfvh96C_56lW3nQ0Lb5gHh8VW2cvWxW4P9L5sW70Pkzw4pYHTzW1GGk0N2JnhfhW7KjCKY8m4Tx4W5JpVQT4PNJhlW57_1vK60S6q-W5YtNFG2j0tfdW2_gwSr4TCXMBW6JvKdC7nDf-nW5byM12839lg2W3VtJqy64X7Bpf5-p-7z04" 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="6m6DUnMh"> AI Agents </a> <br> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3mJW5ZX0VL31-8_zW7vnDgB38PKrwW1FsR1R9bkNJ_W2Ch-xv86cGL5N2gQ7CcVH4qKW7g9pXv5KHBwVW7YbNzt5WCybXW7yfmql2xzc1sW1XBxpP1dzjcVN15B0yRj1M7LW2X3Lpq7sRcLwVF0C4g2q3ryqW32BVPK8PVzpWW2NN3xS4g8-z1W6XVyPC53GhTDW6n9qdQ58d_JwW6j5cc81mRC88Vtxw3Q1dWjdgW1NwFxb49wZrjV6lP4B2CZxV5W8mNrbF7srgNTW8MJ50m8_ZW5XW4dGH_k1xY038W1ZwjXq1_smh0W1Vsgy86tz9xtW3KGw518YC_LMVwL5z_67fJXWVHXyfs2kWnlFW2P_cpL3DjQXLW68nJqX19YTY6f6DfSrb04" 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="ti+cL6gq"> Restack Gives Product Teams the Reins To Own AI Agent Behavior </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3nJW7dYjzR16N6M9W7kHkDS4VqXDTW2q5-BM7_jkCMW4dvL7M36spnjW48K5FJ27WWhjW1zmCd82nTpVLW92q_011bCxC8N8m2JR9ywRHvW2_dTgV1Bc-FJW8nN7kT5d2ZtnW18hrJc2PxdVQW7dLjbz7lTwgvVZPmpN8rQHjKVsN_rG8pPjVjW3QHjNd6751KwW66PRlZ5c_NJnW3D-bFp6wm6ZLVvNKJK3BkR_rW1Jz0pb14_WnRW5TG9Qn39hG5CW1s3lRy8-Sz07V46KJ64p0GSWW3LpcGD6fb5-MW1ldChs4bLrX5f73-3gW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JZrd2Rni">Meredith Shubel</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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3qgz0W8wLKSR6lZ3lGV9Qk8J9lHY-yW6Lmj9N3PWW1dW23LwSg4s6k22W93nQCg3qZSqrW1lX56K4blJ6ZW3Ttqqx3R2Vz1W1QKrHk3dmlVSM4-bQ6_8pVxW5wQx7k2x_6HKW8Xbc9j60j5GQW5-_ZS166SjfbF4BQYFVWlmkV2NDxY8t2dl6W9fTBg61mNWpfW8rPzwJ7c0zkhW1PNX5q8w3745W52Zk1l51Nv4WW5Hz3pM2S9TGhN79NFn9Kwv6vW6Nxd_s1MhX-CW4sXMws3Tj6tzW330Lk-50TdqtW5MXNjM4C_LwDW7dDGdH4wg_LkW4_TxdK5xBwtLW2hsVFl7LX3MmW1XcXhY4cvKMcW1bNx5y1_PmWgf88d9Zv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ysUksJWZ"> <img src="https://cdn.thenewstack.io/media/2025/12/9a181fe4-buddhas-1024x621.jpg" alt="Featued image for: The 7 Non-Negotiables of AI-Driven Operations" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dg3qgz0W7lCdLW6lZ3m_W47VnfN3GTZp2W46FLdB4YrSfjW5_D6Bd69s6lDW8mY3zz75DDPnW8PYMDH3j7K2TW7XFcn45-5JRFW84k2Zt6bRGzjW48T39J6Bgm7lW9k3f8z15Q8L-W8jf3_q6bmx9NN8hKNsVgQ72XW4JCqZ_2Zl-SXW1hmmRl5CV6cqW6fNNlC1g6kTpW2wrpmw3gRQw9W1dNSyc6r2RDgW5CRrl66cYsr8W8Bltjw5Nc1PWM3hp-2FdsTyW8SgpLC6_T0bbW8RfKk65HDvXRW4wvHNv74gsQYW26LYs298KLCLW1Js-xL84zBQrf3Q4J1K04" 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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3qgz0W8wLKSR6lZ3lKW8KNKSl6cPtszW8Cs1lc5YV5WsW6rl4XD5jPCKmW6GlDGP3fTSqqN2ZY2CSXLlNZN1B_LTbqzQT7W4k60pX6tMqkdW5fxgvb8Fl_ZZW722c0v4pCYjJW6wGy--4bMzXTW2MsZNC8XmZtYW8-M56d3Pr0wYW2JnHBK8HGgM3W8xxNWY8bZM40W9dyYjL4XN73-W3JYS8686Y4B0W7wjW0p8dMRxnW5nMplZ89ZV_ZW6B43qK22bBHfW6jWqh58HhTQQN6WH-P2Wvp6kW1MgZ7g8D7p7HW7R0wqw5qJR9KW7Z5ST1272fyPW9bWSGd1_W-jSW2-N17h6FvMH7W8bnP7T5_YtpvW42fxn05RPKc9f76-JHn04" class="headline" style="text-decoration:none; 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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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83qgz0W95jsWP6lZ3lpW3HfdKG7d5rHQW3HXwNn6gmpGWW5xtXHv6_dzKhV-bw2X4tYn1VW7xjwG34J5nw_W6xCXVp2cMMR6W5g6qwW8VTpm5N3prJnzV6T3TW8ZryLd8-XN_pW6YBZTz1kmcb3W8L6Yd297WNfbVtS4H16ntL5PW20cHNv7gVRL2N6L-PdtqLM15W9cmSCC6dbJM3W5fDWHn382RNGN5YlflQ3h22LW5P66XZ90VBJGW5GydKj3fwrDlW1XLG_z58Q2pgW2ck7r-8shzlhW2Qjyzp3f2xLVW6266Ch4Kh-BkW3wfDB84sPmQHW5l1nk-5vWFsWN2HrVQBdKlxKW3Wb3cY2RlyCYN5CYPt2RCkKqW2kTfKN3Lywf_W6zRQw_7vq8g9f6F01QP04" 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="J9Xnekxy"> How Okta Scaled From 12 to 1,000 Kubernetes Clusters With Argo CD </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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3mPW9kP_xy3KprB8W357kQK4Z314mVy1Yqz33mpS3W761tZS3zGC7gW2MVMW23pKq_HW1gTF0p1Qp3jhW79lzTm8lXlXzV1htrd6694GJW6Tyl_y6WbHnNW6C2BXm6c6VD2VTkZZ95lHSh6N5BFbSPCFGlKW4SKmXy88ff1kW1yP-f11_Sg6nW5tCVnb8dZYsFW7vl4CF4YFcTGVByrNH1xQJ08W1MgMzt4DrxP0W9859zQ4t2l19W3jT0JT5wcPlZW2Q5LC_52VmkYW2p9lhk4t-XQmW806-7h6KyS7pW5Mvm6f3HQYPxW9l_R0X6RxM7jV6H0DN3J448Yf7qXlRs04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="gwPZOmWD">B. Cameron Gain</a> </div> </td> </tr> </tbody></table> <br> </td> </tr> </tbody></table><br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br> <table id="sponsored-2" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%"> <tbody><tr> <td> <h1 style="font-size:24px; line-height:1.1">The Coding Personalities of Leading LLMs</h1> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3qgz0W6N1vHY6lZ3pkW3qy4052ZX5dfW6RD1cc68dvxtW5gqgFN8-CbyZW1vWWZT6FWR2rW7J1kfV1_2y3_W8BMXk62fSG8rW1gZFcG4cSbz5W74bdMj99zQ0qW7Zrpg73LTYVNW7FfNQZ24zvb0W4z4BZy4rnDKPW984Db020b9L2W2-cRg117F24xW5Lw5ct3H-WPNW31_Lzf7sm83jW6fQK2v2qPVBCW6c-ZJW1-K1tyW6lTNGx8BG2_tW1DyFy97YNksPW85LXMf71FHTwW3Q6mxM4G_0MRN4Dhj4TtLywqf19JXM404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="epGsEexZ"> <img class="featured-image" src="https://cdn.thenewstack.io/media/2025/10/f2ada7e6-sonarsource_newsletter_stateofllmsreport-mofu-q325.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/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3qgz0W6N1vHY6lZ3kFW2ssDnD2j6jN1W9df26r5RdscdW7G3hBq1fn_m5W2jNzNm2tjzmGW5B9DvV2RVn1NN2FRyQHrwdmqW152qtm5TJZFkM3JCSWFmFXQW2fjPNy1pVxwXVGH85N3n7ZRGW4zJx0D6S0zBtW5tc9jV1lmhvCW1Y6BxX9dpzZnW4w8gRx4sKqBnN6ch41kcgJbTW1yDbVZ8CHfCNW9k5fDD2-gdRsW5wmLDP5_WP1HW5mRht98_4XC3W76gfRm1YWlhlW50xy4M9bvp5VW5K9Bv17_3rssf3Mcpsn04" 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="+KSWl4a/"> From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2023/05/[email protected]" style="display:inline-block; vertical-align:middle; height:20px"> </a> <div class="copy" style="margin-bottom:15px"> <p style="margin-bottom: 1em; ">Think the newest LLM is the best for coding? <span class="il">Sonar</span> put leading models to the test and unveiled insights on GPT-5, Claude Sonnet 4, and Llama 3 in their “The Coding Personalities of Leading LLMs” report. The results may surprise you.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4c-3qgz0W6N1vHY6lZ3l7W7v2wFY4HHspRW6l746H459wswN4nXhZNKhLfDW1hM9jf3gb4RDW3CJ4kX87FQy-W2vVY8k2QbdDpW6vHP4W72zmmjVsH6yY5RdBB2F11SL2S25ZpMqwRdTGV9tnW15hdmy4Cq1m2W2rv9yP8TY9gkW2PnCS38-ldgtW5p1qQQ5zvGM6W7CxDhz26W4myVLz7Cc2QGBBZW4St23Y242rltW3K9h8_4XY6HQW4dS5z53MGFBwVVY-Bx5HJJ1RW322Tj62M4jtjVLcXm26y56V3f6Crm0R04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="fZDTmS9l" target="_blank"> <div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center"> DOWNLOAD THE REPORT </div> </a> </td> </tr> </tbody></table> <br> <table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%"> <tbody><tr> <td align="left" valign="top"> <img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto"> </td> </tr> </tbody></table> <br><table id="cta" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:40px" width="100%"> <tbody><tr> <td> <h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3hCZYW7Y8-PT6lZ3mLN6y7kwVvGyMmW20XYFV7hkGSnW1nPCNV7HtJbvN2-Vcp4FW7KRW2S3-4k10p6gTW8ZYD-f78zxc8W8pbZw05jRtRGW47dw945Lpk1mW70b-6J8tchCKVP1Kq0283x-cN9kq4FptxGXdW2DsNpZ7VH8BtW81QGB05MVf57N6RpvYQ79zHSW5Lmsdj4cP3fDN8PFFzx5D7p4W178kHk6PbsN1W4PyX8N3YM360W6nlZwK55ytt9W82zQJW7Ryh1WW2zLvWg86H1HTW8V0HWs7tFjHBW6TpDcK4k6-wzW1WjQ3Y2zByl5W4FGZtV15Z9c2W5_rNqf4cLW-Ff7XP3hb04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="ucLuStqN"> <img src="https://cdn.thenewstack.io/media/2024/05/a7b840f9-tns-daily-icon-read.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Must-Read: Knative Has Finally Graduated From the CNCF </div> <div class="cta-copy" style="font-size:14px"> Paired with the release of Knative 1.20, the Kubernetes-native platform is now a Cloud Native Computing Foundation graduate project. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3hCZYW7Y8-PT6lZ3lGW1jnxnw6cJQxyW71_fWR48s7pxV8p4-d17mfP6W6fGwf-1yg5BdW1HjQxb90dRgPW4QB3C-5qyqGXW4565pW1bkYTtW5tc06X1Hrfm8W7608RC18tMCdW5Ytycn5qrt1_W6bPBYN5J5tCCW8CtgLt51CT67W3R0F1p7DwKtBW2ZcWlH3r1xrVW586Pb9175w8gW4CtyGK2jJMBXVtsm382xgmw2VJ6vCr8-ck8FW8vwQQm4msH51W2J_3r83p2m5kW62CrhM8b8_sXW8t2Ljv3MYvXpN4q7kWWrpzBJW8ScC9y8t-jRTW629xVZ7rfbq1W6H7KBM6WmkV1f51sr8H04" 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="sr7uAFLr"> Full Article Here </a></td> </tr> </tbody></table> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3hCZYW8wLKSR6lZ3lrVYcX701LNs7FVT601G992bGGW5_-hCN6hpWB0W4MVNvK2lFYKhW30-fR985V436W8hsVB731bnSNW6MK8CN7sbpy2VqfD5F7Q2Zs1W1l9VJ85pRFzWV2Lft3990MZfW8N1MLq1QRNScW1PpWf15q7DzxW8n_-7z84cHcTW92R21Z8GjCGKVWxgmc33T7dnW4mcB4P7jLkmMW1ZsQcV3skddBW7TQPrs3Wp7rQW2Slc0f8s90WpW53DgcC8lllcdW7cjYjr2Mjzx7W26S8wq1n5mrBW1WXzzH71YwgRW1njw4R6263WLW8JhfXW5d4GKbW5hVfJG8kSFGwW8bVNp06m90_5W3JBcQJ7H9b3Jf55qlYR04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="GPhyyqwk"> <img src="https://cdn.thenewstack.io/media/2024/05/f33b2291-tns-daily-icon-look.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Introducing Agent GPA: A Framework for Enterprise-Ready AI </div> <div class="cta-copy" style="font-size:14px"> A systematic approach for enterprises to evaluate AI performance, build trust and ensure their technology is truly driving business value. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3hCZYW8wLKSR6lZ3mzW3-j13-8__qKBW8sZTB836k3mFW3xB57q82J_6vN6yyjQfBLFvgW789NSf8Sn8Q2W4pkdfk1Ms1vbW3QGPs14YfgX1W4kPG0P5fMH8xW1f5-vX587vDjW1prDWq3tRwJVW1HYvt27nYySrW1ZNV9v6L5N45W41BRmH4FMlLmW6PWjdj5hStnGW2LWDlm6vbBYYN7ylbsHYqXH-N2WCJXF9CWmjW7TKQlR6YrQYnW4MjJHL84fY2sW3FXwCw5YQ7ZpW2Wr3MJ2Gb_fpW26S2cn7vypTPW6ywKHN2NxVBYW834M5H9b0W0QW3H3Npc3zsw9TW1LV8k09jrpqpW76MsdF3R7FmBW5QyF8r6bL3wVf4HJBST04" 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="7YwwkaM6"> Take a Look </a></td> </tr> </tbody></table> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83hCZYW95jsWP6lZ3m8W1N8tc37H3RxsW8CR-MS10--W1VLZNBf58C9jxW2C4WcV3BXJTBW92r-pp4-SL4yW7kdPwT1FVSRLW3ZglJF4p3JdcN8t_ZTkqhVNNW5CyZv06Nt_YXW7GZ4b29dc1M3W3NM-xx3hk1kGW3QH9pq2_dNsMW7ng1PZ80l7TSW1WqfgN35Gf-6W7QCX6k3099zkW1lblQW6cVHZCW1szxBG8bY9h3W93pNJt6R53LLW8Gsj5Y2zmwx9W8dxBhn4tV6ByW3cxz594l9-PNW96jvb77FXPLwW7RQXsL1Nr844W864Ggb7f1qldW4YjP1d6g4szjW8B_8474v1gzzN4WxMbq_FW1FW24TNyc3Kg_2JW38zDtB171W_VW4zcrMd8MKnFbf5ynRyF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="CnzSlAtF"> <img src="https://cdn.thenewstack.io/media/2024/05/d812c256-tns-daily-icon-watch.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Deepnote CEO: Why Notebooks Are the ‘Perfect User Interface’ for AI Agents </div> <div class="cta-copy" style="font-size:14px"> Deepnote's Jakub Jurových tells why the project is going open source and what notebooks mean for the AI era, in this episode of The New Stack Makers. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4f83hCZYW95jsWP6lZ3lZVXcL0h4j7T83W4yf3-06WBTZsW6JjZgq3hQVr0W1tx8dc26T_rbN5B8nzcPl0ryW2nStLl5VtmYRW73w61N2rnM83N22TGP1b0s6FW2Svtqn2W_QgQW1ZyMSR6MSQf6W8LHjz21LDC_QW5672qv4S52VdW56l5M06MWFQ-W5WWVYq7vllDPMTT8CVhFl3dW8sF4dn3ykyXgN3r2-phM4ZGPW8Mp7jD5FJ2NFW1Y2nQK7M3NCPN24xSGmghtGLW3sb6173dnw70W6q-H4Z29bxs0W4Qrkys5srwRDW7j1DP48FplB0N59ly9LVC7BpVvZB1m7BFtd6W4GkPHb2c6srLW56z6Hm2v5hVNW44JsSs2bqGQfW5_YhdP2VYHX9f8qyJGl04" 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="QMepCGC7"> Watch the Episode </a></td> </tr> </tbody></table> <table class="cta-item" style="margin-bottom:20px"> <tbody><tr> <td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3hCZYW8wLKSR6lZ3p4W1sH2T_8QMD3ZVmJqKD98qq46W3R3RQy7nCNgKW65xS1j83Kw8NW2hM0h82FWLhpW4twYW81lMWWZN8NXwcvyP_0HW4lR_q44jt9w6W3mpsYd18Vf9zW2f854p5nbpN8VJp_DJ72RY13W5tHp9p6WXq4fW8_v9n13jlRwkW4t4P5m7f1CbvW98P-Vp33PyJWW2S5NBk6RV_zNW1GHXb96crCvzN31Q1LH7XdFpW4YNy8P8HH8pkN5g1LKybYRlnW7L0Xc051cB6lW5XGdPQ7jFzzTV8Lt317zz4TyW3fytyq2zL0Y8W7s7Qvl7FhjDyW28JTRQ49W3L2W5X2Y4_7LXKYvW3QsBzN2h_NDJf31YwMH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="5ATYfoOl"> <img src="https://cdn.thenewstack.io/media/2024/05/a7b840f9-tns-daily-icon-read.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto"> </a> </td> <td class="cta-content" style="padding-left:15px"> <div class="cta-headline" style="display:block; font-size:18px; line-height:1.2"> Trending: Kubernetes and AI Are Shaping the Next Generation of Platforms </div> <div class="cta-copy" style="font-size:14px"> In the era of AI, platforms need to become adaptive, context-aware and capable of serving both humans and machines. </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dT3hCZYW8wLKSR6lZ3mcN1Dm2YMgZnW6W44NSfd6FNLLQW46R-5_36x1yGW2QW7Sc7jxx95W5q_JXG5mYvVRW5TFv5Y2MfyX3W39DJ_M14_M1RW6sTzyt4s39jHW7g4N2P610lx5W8rdk9V7Ckyc6W7QFqN74N9LTXW1939gP48vyjRVwbLGz5MPfY5W32KJXz1dPn5SVWd5Ky1_hPndW3vDddB58jWrNW6_kq5x35wTZxW5Z-LYd4Pqr6jVHgjnj4ZgGT3W2Pwy318qjxyGW5vrpn18Q_0fXW2ddPX63b_C96W4K1MvZ6m-fS_V2tg2x3LGH5pW7MFzgz394sbDN7GwS769Pn9KW5jfyZ65fvZFXW8xJVl93wscHqf8p_ZNK04" class="cta-link" target="_blank" style="display:block; font-size:14px; 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font-size:14px; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="31UpFdl2">ADVERTISE</a> </td> <td align="center" valign="top"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/MWm3c2vKScWN51rbpxFCm6rW6N147h5GBWWFN4sL4dz3qgz0W7Y8-PT6lZ3p8VyF9Fj1XNYf2W4Bh01w8z1T_HW4C-QTk12CDX2W1Gt_Gd8zkhw-W5vx7rF3qJsJbW17c-R23S92l5W4YbpQJ2CC4W9W76hVvx1GxCHtW1k981C9hD18JW5cbZTV2PkRZ-W2djW304h94YmW93F4nH3mtLbTW5FyByB2kwvy8W73Xc-012y5jJW5NZPsz6lTHmXW8FXTZK58VBjYW6syTZ23xBD43N8-F9DG_W-hNW6KpqJ63lC0GxW8s3nVJ7c8g0lW1qd79q2MQgd1W6qXxJY64mcpwW7trprk6Pcv9ZW2VBBKT7_HyRDW5S2cMx2Gpn-8W7YM7-T8t9zq7f7lQ9dR04" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="FCwfITW/">CONNECT</a> </td> <td align="center" valign="top"> <a href="https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-G-W1QcCTQ1Xslk0W2zFfpG2KpkL_W1QgYRn2y28czW2Pz-TX3ZXLsVW3Q_QkQ36BfdTW3NRsmp32ksxSW2MCqBr3Vzw44W3BYtSV21gyCCW1BLrFT2w4PV_W1ZbSLH3M5K65W3ggCXN45mLcKW1NnCZD2-HDF3W1BrJXj4hm7s-W3HcVGZ38dftyW1W_M_T2Ft509W25hqXd30dHVwW2WF3LH43zK-NW4004Wn1_6tbkW3F1Kxz49CH1qW1_pVRd21pdYSW3C62Hw4t4jvRW4rxjq11BHDkKW1QywKv2Pp0mkW2TBS0M2B2LDGW4kx39X2WNFnWW3z9FsL3JVQCmW3bg4Hd30sKmMW4rh1pM2HTXwTW2F-cbT3F4_4HW3XLTYs2KJzm1W3MbcSk22WNP8W308WG_2zt_kGW3j5BS11VwwrYW43VSSD34hDpPW2RtK7g2PzXb7W3yPmVG2MQgBwW1SsJ2532pCBPW43nlqP2WLT9bW3M9svt2sZBF8W3XR62J23pt7wW2RyZK82r87STW43FvRC2Pnxl-W30l69M2CtNb9W216FN81N7fqBW1X1Xqy252Wj1W2MGKVt3STXlJW43qpX149D17QW36dS0n3dpsJSW2RR5Yt3ZKTjrW1ZnSt53K7tzgW2RKFPv2t2xfCW25cG2M3BQlLxW3NzlJh3ZtBd6W43QHBs49wbYX0&amp;utm_campaign=21092976-TNS%20Daily&amp;utm_source=hs_email&amp;utm_medium=email&amp;utm_content=392696834&amp;_hsenc=p2ANqtz-91Q2ab7ic0mEKcjsc7zYYEqicVZ97K0OvfZlkcYr1GIdvXHp8Yu7_4SZEu3Le4QmWPQacguyULA-gov5-sNoTVVzIyQw&amp;_hsmi=392696834" target="_blank" style="color:#ffffff; 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Warning

Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.

It may happen that e-mail will claim to come from liamon.com, especially from some administrative role or process. These are certainly garbage. There are no accounts to expire. There are no passwords to leak. There aren't administrators sending messages to liamon.com addresses. These are certainly phishing attempts.

Absolutely ignore those links!