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From: tns@...
To: [email protected]
Date: Mon, 01 Dec 2025 22:59:51 GMT
Subject: TNS Daily | December 1
To: [email protected]
Date: Mon, 01 Dec 2025 22:59:51 GMT
Subject: TNS Daily | December 1
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Devs, Your Favorite Code Challenge is Back With a Few Changes
December 1, 2025
Devs, Your Favorite Code Challenge is Back With a Few Changes
The annual “Advent of Code” starts today, but the event is undergoing major changes this year. First, creator Eric Wastl has cut the number of puzzles from 25 to 12 to increase accessibility and reduce participant burnout. He also eliminating the leaderboard for similar reasons. Another big change, according to technology journalist David Cassel: The event explicitly urges users not to solve the puzzles with AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3gP0xW7Y8-PT6lZ3kYW4LdZkb4sXDh_N7rxMY79t6M5W5DvLVL2qkjdLW1PVc3T9jL64-W2RVmQ68r1WLSW5J6PWZ1X6PDnN22J2PHzFt0ZW87Jprx2_CHxGW8628Dg5vp7gmW58mWBH5WCMW3W7nLphS3YQ520W14RRmj7_r5h9W5-1lJb439YtBW4Rmxd-46K32dW4rWn-07XYwP1W3wFLHg1XZ_CKW2HvQj95x55c0N1m8t9hpcsHzW33GRBK2_rCKQW3tPlnr7RRX5RN6-lKd-Q6BJCW3QP91Z6KPTKMVyQ6_42NlDWMW4Ht9r05j8xjfW6c2QhK4M6xKJW8XB9QV2Ywj6Lf23C7nx04 ) .
In technology we’re trying today:
- Today’s tutorial introduces the Hugging Face library for Python. It uses advanced models like GPT-2 to perform complex natural language processing (NLP) tasks at scale, according to TNS’ regular contributor Jessica Wachtel. Jessica walks developers through the initial setup using the transformers and torch libraries and shows how to build basic text analysis functionalities (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3gP0xW7Y8-PT6lZ3kYW2KS9KQ6GdVMxW8p-rX55xXkqmW96D0N85dg2FzW8rzB-t3db1w1W7vB9_Z4xgb8xW79YgtT5jTDC2W5d_0mh7K_ZZwW5vFzY22wrJ7TW8rzW0q8637R2W234Vd17gmrjZN43FC1XP2hGVW6WS2Ds2ktvkKN6MR03YfKKqfW2ZSbKR71MBYlW1-1t-y22ffBTW70Ljfl70d2C3W3DQ_M93B39j2W2NbMLT7KfdgXW5dR2LH4vXJQXVhy-sm8RDc1KW6JwJnq8xsJHsW2wT3j374RCqdN2bq2NTB1pSvW7c_W6M1L-RghW8yZHch1p6_D9W2YS6JK2MN1r4f4S_Dfq04 ) .
- TNS contributor Jack Wallen recently ran an experiment: He used the command-line AI tool Ollama to autonomously generate complex Python applications. He even created a a functional GUI. Jack walks readers through his experiment and shares what he learned about Ollama’s programming capabilities (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3gP0xW7Y8-PT6lZ3nnW2BGnC62KQPWyW7CMFFx3k0xqsW5qSJ8h9dhl9GW3FWCYd8YsKX2W1MkxT96lbP6GW1KVB4M1Lgs4BW5wDXfs8fkM4cW19RYg62bvgmYW3k015472NSsWVGLHGN2yX8cCW8DmJhZ6DRpsZW4QrSc58MWbXtW8B4fNH1Dz0bCW46Kg7L3f0wYqW6GD-T514vQmXW8J2_R17cCpypW6f9xnK1b_CqdW7-Sq1m2knkpwN2JQNDLp7TYcW8p33W_72tvPXW7jQXkQ6DpcGrW6hpwgh5dt7_pW11zmQ75-bRJfW53Nch93bf_zcW4S6HQN2b9RjWW22MWzW8NJ2Skf4LY1D604 ) .
TOP OF THE STACK
FlowAI Gives Agents a Greater Role in Infrastructure Automation
Featued image for: FlowAI Gives Agents a Greater Role in Infrastructure Automation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3prCCW95jsWP6lZ3nCW3Sg4494PK6zyW5nH74B7vRmk_W8mxR4k2XmnrQMHBT5V3wqnPVSv5X94J915RW3gDGrW8WvfmFW296rVG1G6XTDW7FPP0Q3sjHxrW90XTz38cNRQmW5Wv62t4RPcs1W4wSlnz8TKHY5W1r1HSs444YmnW83yZwT4bxyDKN1Q5CyXHxFlPW1xJ8yk20_0BFW5G6m8s44syDcW38mdMb89MD2rW4-LjsJ13rWdQW8-3g7h95D1JCVps1pL1g6bGMW7T5gyb4D-q8_W2NcV421qhm9wW6yG-rj6x160_N576R2BGlf2GW6GHZYc3s8kCTW30t--q3jFqcRW5LRsB02cdrVlN7ZVfBZ-jpL6W9glzZn887zsSVDGw0C889Hdjf4XtR4j04 )
Build kit enables users to create AI agents that blend non-deterministic reasoning with deterministic infrastructure control for safe automation.
The future of infrastructure management will include using reasoning-based agents to take over a greater portion of the deterministic layer in their stack, according to network and infrastructure orchestration vendor Itential.
To that end, it has opened a customer preview of FlowAI,...
READ MORE
AI is moving fast. Stay ahead with the right partner.
Andela is an AI-native data & services platform — powering AI transformation. Driven by always-on assessments and continuous learning, Andela enables precision team assembly, AI solution delivery, and large-scale reskilling of internal teams.
LEARN MORE
WHAT ELSE IS NEW?
Featued image for: Teaching a Billion People to Code: How JupyterLite Is Scaling the Impossible (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMvP5m_5PW50kH_H6lZ3mlW3M5XrC7-SGLCW5sZb6c7n5Cc9W5Ccb0r5Zj-LcW2cm-712JGxT5W7213nS7NYV_XVZbnjK3Y8mmkW1g4HXq80zRnLW7x1NKz6yngyJF1bZ7sCs82GW1Y5qHj4-j_byW7MX29j8dbR2PW1FWDPW9cDJncVtHQjD1jKnt0W4M1nWt3NHsghW9gJpJ38Gb4zDW69FtJ47bf1lLVBzwV08cjfnyV9bRGb89Rpw1W8dvX1c88M19MVHBtT24tpBVzW10h_BX6kHN4ZW8rXhWt49908yW5mGgDm597Tf-W2B6tYR5qxSjMW5t0q8l7qMtbFW3SSD076Hc94LW6S1RmN2sk2zjW7yG8lC4QMklfN8XQN6vB-ngpW8-VDfj13t1HHW1N-Kzp3rssMTW14qPx_8JZjjNf5TzfRn04 )
Teaching a Billion People to Code: How JupyterLite Is Scaling the Impossible (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMvP5m_5PW50kH_H6lZ3mlW3M5XrC7-SGLCW5sZb6c7n5Cc9W5Ccb0r5Zj-LcW2cm-712JGxT5W7213nS7NYV_XVZbnjK3Y8mmkW1g4HXq80zRnLW7x1NKz6yngyJF1bZ7sCs82GW1Y5qHj4-j_byW7MX29j8dbR2PW1FWDPW9cDJncVtHQjD1jKnt0W4M1nWt3NHsghW9gJpJ38Gb4zDW69FtJ47bf1lLVBzwV08cjfnyV9bRGb89Rpw1W8dvX1c88M19MVHBtT24tpBVzW10h_BX6kHN4ZW8rXhWt49908yW5mGgDm597Tf-W2B6tYR5qxSjMW5t0q8l7qMtbFW3SSD076Hc94LW6S1RmN2sk2zjW7yG8lC4QMklfN8XQN6vB-ngpW8-VDfj13t1HHW1N-Kzp3rssMTW14qPx_8JZjjNf5TzfRn04 )
Featued image for: Get Started With NLP Using Hugging Face and Python (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3ptW2VnJXk1nFYc6W4yQ__z6gq9QmW8VyR-B3nXHTbW13xkDj6FY2zxW73YySv885HmWW1H69bg5H-_tMW6xPlL88rfLFWW1T4YLw2X5SrzW3MBMRl5L2MnFVDcTdy9gZXJlVF63W18BC9FMW6Y0VsQ2vzRK6Vstm-n6wpQLfMmW96r6_YnrW8V_zxz5zwRRmW5P1D162kR-TwW6Mq0Qg19X3gQW21NgDh8cP81SW6mntqr6MzfGyW4Mstyh4Cc9QqW8SGxyH5_v4GKMBh260cKvM4W2Bgxjg8HHRZqVqtC205YSdgjW2s_CSS1slpyKW8fS-0F8DlBlFW2-MMk_71rQXCW6JtP-V3rDM77f7xGbRM04 )
Get Started With NLP Using Hugging Face and Python (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3ptW2VnJXk1nFYc6W4yQ__z6gq9QmW8VyR-B3nXHTbW13xkDj6FY2zxW73YySv885HmWW1H69bg5H-_tMW6xPlL88rfLFWW1T4YLw2X5SrzW3MBMRl5L2MnFVDcTdy9gZXJlVF63W18BC9FMW6Y0VsQ2vzRK6Vstm-n6wpQLfMmW96r6_YnrW8V_zxz5zwRRmW5P1D162kR-TwW6Mq0Qg19X3gQW21NgDh8cP81SW6mntqr6MzfGyW4Mstyh4Cc9QqW8SGxyH5_v4GKMBh260cKvM4W2Bgxjg8HHRZqVqtC205YSdgjW2s_CSS1slpyKW8fS-0F8DlBlFW2-MMk_71rQXCW6JtP-V3rDM77f7xGbRM04 )
Featued image for: Is Using Command Line AI an Option for Helping You Code? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3pKW31955s1sJFKFW7HkPwP7cYQbHW5GrVDl7cV82mW9ljXgQ5bCKTnN2twgY1vHh_NW28VBYQ4N_5RpW4RmPKq8_twKtW9dzwtb1Z-nVSVbRMjd1lQcbWW8FRSfc3NkXM7VJYh6X1TZ1ztW8bM0HK1nQCszW4Y248t3Qlx4VW2lxxXV5QKVggW4qWMQ98YvYCsW1vfHGX5d2j_NVwkqgM2LZP7tW7cmWmj8LC-KwN8-sbr4GXG1-W1rBtZ95p4_cBW3JD5-X3H4NZfW15tmr97tW6xvMVyZZSPf5JVW84xq654jDQQbW6_LH897l1CH9N5ZxbM8q0b8fVf1JRy7P6Kd-W7M44Sl2jgt4Kf8mhQdn04 )
Is Using Command Line AI an Option for Helping You Code? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3pKW31955s1sJFKFW7HkPwP7cYQbHW5GrVDl7cV82mW9ljXgQ5bCKTnN2twgY1vHh_NW28VBYQ4N_5RpW4RmPKq8_twKtW9dzwtb1Z-nVSVbRMjd1lQcbWW8FRSfc3NkXM7VJYh6X1TZ1ztW8bM0HK1nQCszW4Y248t3Qlx4VW2lxxXV5QKVggW4qWMQ98YvYCsW1vfHGX5d2j_NVwkqgM2LZP7tW7cmWmj8LC-KwN8-sbr4GXG1-W1rBtZ95p4_cBW3JD5-X3H4NZfW15tmr97tW6xvMVyZZSPf5JVW84xq654jDQQbW6_LH897l1CH9N5ZxbM8q0b8fVf1JRy7P6Kd-W7M44Sl2jgt4Kf8mhQdn04 )
Featued image for: When GenAI Breaks, Rigorous Orchestration Keeps It Running (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3m9W1PkYkN7hpTmRW2cS3yP7t72KMW7cBv6d6dXjxvVwGD1B1BfH7nW1bpH6Q3Lqn5RVgLdV45Sd_PhW1p2Y2R4z7Pv_W32k_bJ6XcHgjVqnj1p3wLnYmVrQYPG3VwVsZW5dsv9D7lN2xnW7qHJrN82gmpLW1YG6cq1M2nRrW99KkG55Cv5ZkW9jHNXy3K3CfvVx12591WRSdLW2j0yq72_rdT0N83BzzHNsZxwW6LkkqG5Jj3xHW2fkVrg8Lv50cW1h5BBJ2_gDMXN6q8BmSJcP6VW7TF29n3zj6yTW970cXh6HKt7xW23W3_P73rVn_W1DR9J19d4WC5W6CHX6M49Pvp5W2K1w3N26bg8xf2bLmvj04 )
When GenAI Breaks, Rigorous Orchestration Keeps It Running (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3m9W1PkYkN7hpTmRW2cS3yP7t72KMW7cBv6d6dXjxvVwGD1B1BfH7nW1bpH6Q3Lqn5RVgLdV45Sd_PhW1p2Y2R4z7Pv_W32k_bJ6XcHgjVqnj1p3wLnYmVrQYPG3VwVsZW5dsv9D7lN2xnW7qHJrN82gmpLW1YG6cq1M2nRrW99KkG55Cv5ZkW9jHNXy3K3CfvVx12591WRSdLW2j0yq72_rdT0N83BzzHNsZxwW6LkkqG5Jj3xHW2fkVrg8Lv50cW1h5BBJ2_gDMXN6q8BmSJcP6VW7TF29n3zj6yTW970cXh6HKt7xW23W3_P73rVn_W1DR9J19d4WC5W6CHX6M49Pvp5W2K1w3N26bg8xf2bLmvj04 )
Featued image for: Gaming on Linux? Bazzite Is a Great Place To Start (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3n7W4dK4Y47qMMXLW6D_XV642TR-PW3GDBmf66PMMmW2_23NM1LhnCkN11SYCrT9PMQW5w4bb35cSb85N2BYdZMkmCFjW4vqzy994f1XWW44NGJG6ynKz1W1tw8jl1J3dDJW6T2SGH3w7Tx_W9l2MG27yQ0sCW6jMDYF2T26pKW3RW3nl1-RvkWW3hX8kD3mGz5RW7dzDl12tgNVpW4VQh0R6lll3_W2KyqTx78ZDStW7JdDsd8p7x_xW769CDB18kzhhW6jGqxg8bv1qQW3frpnQ2vd57zW64z-Ft3SD0kNW4rQ5m4149-0tW15cNrD4LyCwJW4B-_Zc5NP08HW3jZLZ03hP1szW1KwfX02j0x2Pf685Jz004 )
Gaming on Linux? Bazzite Is a Great Place To Start (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3n7W4dK4Y47qMMXLW6D_XV642TR-PW3GDBmf66PMMmW2_23NM1LhnCkN11SYCrT9PMQW5w4bb35cSb85N2BYdZMkmCFjW4vqzy994f1XWW44NGJG6ynKz1W1tw8jl1J3dDJW6T2SGH3w7Tx_W9l2MG27yQ0sCW6jMDYF2T26pKW3RW3nl1-RvkWW3hX8kD3mGz5RW7dzDl12tgNVpW4VQh0R6lll3_W2KyqTx78ZDStW7JdDsd8p7x_xW769CDB18kzhhW6jGqxg8bv1qQW3frpnQ2vd57zW64z-Ft3SD0kNW4rQ5m4149-0tW15cNrD4LyCwJW4B-_Zc5NP08HW3jZLZ03hP1szW1KwfX02j0x2Pf685Jz004 )
Featued image for: 2025’s ‘Advent of Code’ Event Chooses Tradition Over AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3kRW92NgdK4kQ-1bW3z3zcV1pNMwSW2dWyKk5MtQq9W40xBl92flXC8VSTqN54HYqnkW78wfy016YgHBW3mXwRK7HDc1GW38BnKT5-R4VCW95dVLd7pxmCKW7sT9tz2VKGT3W1Dhvky8RR8NxW5dVXRr5g9Rf7W7Mhtg-7SSlVzW7m6lB07KmPr8W4pfgCV3HzZ3RW20m_hM1BfzmFN73F7n-pzKb5W1mXdfQ68JRhQW6lb7dS6k3YJRW1bTXjK8gD7V3W4FDj-B2vRV1hMXyL48dYdBTW5gCxzJ5sZNnxW3r3dwZ8WxbqSW4wnhY960NWHLVXCnnP38sqCzW3dk7M06NM96-W753YS_2D4F6pd_sqld04 )
2025's 'Advent of Code' Event Chooses Tradition Over AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3prCCW8wLKSR6lZ3kRW92NgdK4kQ-1bW3z3zcV1pNMwSW2dWyKk5MtQq9W40xBl92flXC8VSTqN54HYqnkW78wfy016YgHBW3mXwRK7HDc1GW38BnKT5-R4VCW95dVLd7pxmCKW7sT9tz2VKGT3W1Dhvky8RR8NxW5dVXRr5g9Rf7W7Mhtg-7SSlVzW7m6lB07KmPr8W4pfgCV3HzZ3RW20m_hM1BfzmFN73F7n-pzKb5W1mXdfQ68JRhQW6lb7dS6k3YJRW1bTXjK8gD7V3W4FDj-B2vRV1hMXyL48dYdBTW5gCxzJ5sZNnxW3r3dwZ8WxbqSW4wnhY960NWHLVXCnnP38sqCzW3dk7M06NM96-W753YS_2D4F6pd_sqld04 )
Featued image for: Broadcom ‘Doubles Down’ on Open Source, Donates Kubernetes Tool to CNCF (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3prCCW95jsWP6lZ3l6W5ngxXB272vp_W7d6Sdt3ccW38MLnL29tgrl0W6jt4j45XhyBxW5lgbqg6zY9flW4htV2c4rTtDvW6BvYKq4dBs6fW2Frfwh652Z5rW4YsDS_2bDtQsW26zfg73QbR2CW6TzTl220SJLkW6Jlfj46ylLNxW4Nvnkn2HNghjW23Zj1H3Z6zF_VJWVZ-8MGcWRW60jhFt1_z_tVW1-8VHm9gpykHW8LqbB776_fPTW3XPkPW6fDg9pW8LvTZ_1rbb2KW5WnYBC7hGXbNW4mCtPP4bBVLvW1WZvlB5CV7ZhW5rTtxK4BxpPpW2PCq6h3fzYZZW67NQkz5kvrrlW5cClMR4808pxW56J_wR2_xBtDN8BG24wtz6jWW4Kd1497SqKQ-f1Pnk7204 )
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Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2024/01/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
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December 1, 2025
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<h1 style="font-size:24px; line-height:1.1">Devs, Your Favorite Code Challenge is Back With a Few Changes</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">The annual “Advent of Code” starts today, but the event is undergoing major changes this year. First, creator Eric Wastl has cut the number of puzzles from 25 to 12 to increase accessibility and reduce participant burnout. He also eliminating the leaderboard for similar reasons. Another big change, according to technology journalist David Cassel: <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3hCZYW8wLKSR6lZ3kYVLzkB72P-1x0W8z-lkg309F3vW7wR85x3V2SFPW3SkGyf4vwxPLW28QZLr58yH3wVQ42cX3RHlR1W7ZlBpR5JLSlmW65RdWN6bqMmBW9kjrZD5wVcKFW6q-_lw1GtYw9W5T15sd6VXlqTW7fxZWh4wX_69W6912RJ50hGxfW4Dc46h6TQPhqW2df9Y_816nz3W7_qChL2mFQ-dW6gMMhk5HZWwkW5Mhbn57BBZ0HW5SHxD02WlMckW1Z7MLr4cKKNwW7C0N935HPFwyW3P53qV1zwsnxW35mDPd2t_V8JW96HSCg6jGVjHN5_9yxBxr019W9cX4j52ncnS0W5vBTps3_ZkmWW6Cvj0K32FvX1f7p4r8404" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="bG7/YX1S" target="_blank">The event explicitly urges users not to solve the puzzles with AI</a>.</p>
<p style="margin-bottom: 1em; ">In technology we’re trying today:</p>
<ul>
<li style="margin-bottom:15px">Today’s tutorial introduces the Hugging Face library for Python. It uses advanced models like GPT-2 to perform complex natural language processing (NLP) tasks at scale, according to TNS’ regular contributor Jessica Wachtel. Jessica walks developers through <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3hCZYW7Y8-PT6lZ3mPW7JwmL385YHJgW555nFD4KYSnvW9dBJ8y4YVnxxW13n9NB7vxgvvW8wWMxJ4zr2YpW95K5d-91hlByW48yMcM34QxMYW1Bj7Qp5fYWrBW7BBNt36xK2QMW56jWx85TY_8MW8xxVPK6c-fc8W6y_HH_14Zg5RW3B_qrv6x09HLW45vTqM3SVNDNW4wRsxg1gr7K4W1G0hR55DFY9WW4RdYK35fn-ZvW4G6Nq35L9R4pN4XsBN1Qk1V6W6v0kB04Xg-BvW3BlNws4js62lW3hx1n-4bdRtbW75g8nT6XxSbhW4zWjJw9fqyFPT8_yD3MY2bqW92jtHP7G0Pphf6PyMqH04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8+Gvs1Ek" target="_blank">the initial setup using the transformers and torch libraries and shows how to build basic text analysis functionalities</a>.</li>
<li style="margin-bottom:15px">TNS contributor Jack Wallen recently ran an experiment: He used the command-line AI tool Ollama to autonomously generate complex Python applications. He even created a a functional GUI. Jack walks readers through his experiment and shares <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3hCZYW8wLKSR6lZ3psW6zqKH57QnJngW45ZCMn8D2bf_W25ZG1N5vvqr_W7dlvf74F9JvdW7pT7mW4fZH9_W2GkYDp5_cB0KV2SBBw7JKzSzW1cPp612pgRKdW3CmVkB1p9j5CW5N_Z7n7tr0rlVWD25K1SQmW6VBQ-7j7z-nChW7r4nQc7b2W3nW1sXlzL7pc7bBMGvY9r3SJD7W1TZkLM2mq3qrW9hc1Lq4n5l3yVv-G9G8nXK8sW4Fvd086vKTnbW5BjL8N65NTKjW569xwc3lvB0TW2z3YTM7FgSg2VJB9S9751SMBW4wBzx03zXS6TW6JSZZJ3WDhLZW19B-dv95qZS8W5tv03j4Q4z0sW68SZWm7_mcXzf1_kn9204" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Jh33mrho" target="_blank">what he learned about Ollama’s programming capabilities</a>.</li>
</ul>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3nBN2N201lvcMr_W8kSqkj3RdVnBW3sYZvb624fZYW11RfKM3jq0KdW1NPJDz76fsS7W5fs-Bl71r901W5H27gq6HPBL_W4hVXtS6BdHx4W11xv8f1dF0dzN3C4W9L8MDwvW4tlsZL11M3lbVb7qYp1rswdBW1vSzSn42sdvSVxMvxK2q7rHyW5-8Byk7F_8rLW8rkHpb3CHWnJw1wKPnxQBlN2m-m2zYdL8zW6glBXM8x15DSW4q9jL_8zxGNhW2F1Gqv66yHLyW3PhFmT11n2ZfW50TRjW8d4gswW4bxBDT1lQKWfN1L-RJCY7kJPW7szrmH5w8rHZf3Yt22-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sO4F2z1B" target="_blank">Loraine Lawson</a>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">TOP OF THE STACK</h2>
<h1 style="font-size:24px; line-height:1.1">FlowAI Gives Agents a Greater Role in Infrastructure Automation</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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3nnW6YYjb84XpfGlW3TXNQD8MRXq4W2fzCWz7_8ltmW1-GQfl99s5P7W7TvYyM4hJM01W5VrgMW2R-jtfW3wL_Lp3-CG-fW5GDlJH7T1k84N5fwp9SRJpkhW8WN5zY8GJmmWVkwvYR7BN_zxV-Z1tm3Z6_hjW8369_86r7HPYW24FT-q8ycf7yW7yPD--2JB7cHW7_04VW4LW1nVW69H_SK4kXJHPW72cwzk5j0wH7W8slNMv9jlz9sW1kR2Pq3HjTcQW2XtL9c669dpXW88vL_08WDCWCW19db2T6jJ8s8W1B0nKx2YNR9Vf65hYGz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="82jf7OSP" target="_blank">Susan Hall</a>
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<div class="excerpt" style="margin-bottom:15px">
Build kit enables users to create AI agents that blend non-deterministic reasoning with deterministic infrastructure control for safe automation. </div>
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The future of infrastructure management will include using reasoning-based agents to take over a greater portion of the deterministic layer in their stack, according to network and infrastructure orchestration vendor Itential.
To that end, it has opened a customer preview of FlowAI,... </div>
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<h1 style="font-size:24px; line-height:1.1">AI is moving fast. Stay ahead with the right partner.</h1>
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<p data-pm-slice="1 1 []" style="margin-bottom: 1em; ">Andela is an AI-native data & services platform — powering AI transformation. Driven by always-on assessments and continuous learning, Andela enables precision team assembly, AI solution delivery, and large-scale reskilling of internal teams.</p>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMvP5nR3bW50kH_H6lZ3mxW8t7v7j2BBl5GW4_jCz14jPV6_W3RXr4c3y-1THW91sgRn18GT18W5RmRt92nqfGPN3rDgsrv4DGzW5s267N11RzVnW20-nKh5wv2nYW2nhPQB3TqlK1W28t41l7Vr3p4W62M8lc1Cvj88W22TCF08BG7GgW6sz5dB8C5lL-W89sfQP6bRZGNW7LZym55Kx0MQW6SbxlQ8X014ZVWbr9576QTkLW6rVfQZ7cvvy4W5tTm4J6DCF5_W7nmdzf2g3Qk-W9bF8q52S47kcW5z-l513FNmgLN8cxylxd-N95W7z7kNg5kTTj5W8-H-QH1tHSs6W8B1Q8F3yvbBGW3yrVFS44zBy0W71XzP1872mQdW6dFYYv47bfQ9V68-cx11jjMVW8xXgXV6KtxKLW42y4d498GZppf2wv7tz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="1XNPNlDW">
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Data </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMvP5nR3bW50kH_H6lZ3mSW80ZWQX1g7kqRN6zm0k--7PGBW4_yRmc1QyTL1V1f4Z58sJ10jW13zHXw8JqfdRW79wDCF1tnBRTW8fmXW83PBgXMW86q4pH7H-kyVW8wkX6t7JJXr2M6T-4KSJHF9W3fp6y-26KVzgW2dpfT24QdH79W1hNwtp2Y1s-vW3lNdS_1Gs04WW59gMWm2hPb-4W8gr4T06l5RwfW49BZPs4kfPt_W1n_QWt7p64fjW58rTv76sMdRVW45-yGv7t3Dd7W8vJ-TK1zRhWLW5WrL6b5Q6VSxW7RWtyf8T1pRRW563qK35pg3ygW7_Ntt35fw97wW2VdXv51rbg6YW40vnLM272tZWW3McS3X5NClgCW6JM_Cd2k5p0JV4bQfp4y38cVW1FKZYl2H1sBtW6GhxQL71KD7Cf4Gzklj04" 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="htAiqDUB">
Teaching a Billion People to Code: How JupyterLite Is Scaling the Impossible </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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3lRW2VwrCN8gqtDjW5HP7qw9dkqdgW4qtKB82-yzd9W4q0Xws5Rw6qvW6TgNQ08RTZn-W3hVRs-4k8RDtW4NYQYb8RP4scW5nDmTM54xp5GW6vXxt88wSxYNVYJF2C35j8D8W1Xh2Dg83rPqXW4VYDjq8flj-lVhqz-m7qGRW8VvFvPy7mM14mW7KPN8h58g2qgW7pd0sv68GlJ5W3lFvqK3xbn27W7NwxjQ66zRLXN7fwf2tqGJl6W4h_fKp2gJZZsW222Tcw8L04QYW4QgpkT82FTlNW3lCxx169s1xVW8QTdX_7tsc9RW7k4hh55jtTmXW5RXBjv7014_4f8hRXZb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Nc5DaG4e">Michelle Gienow</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3mqW5wxlBl2nzq2NW1x4Lr62YXlcVW7mxcRp3_ZXDDN5XwQkR8T5czW2MF-sY94GqndW5wBXc94yzrMxMj1Jyl7ly0SW6cLs5p3vVNW1VPbCtK516T4SW53kZV-8gRP_4W5N7-Xg4d-qqJW4z1DMF760mVZW4JKpq96pdZq9N5dw_SrTQT9RW1GvGG95n_q-WW9fpHQ-3qfQP6F8trDP9Zy4RW81Kgn-5pL3S_W1Q6lv-5pm_jPW3DrSQG4n1J2MW6qjM5F2wWdwgW2T2vfq7Stq-8W8yDCm65cFMbCW7W7FZq40lrf3W9lKplm7gq18vW6wfvKV4Z_xWmW6dyymL135CZzW9g6C205WL1cSW5DGy6m5P8wDRW8YJh6n1w2tzHf4xT6DF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="xn5ECrzH">
<img src="https://cdn.thenewstack.io/media/2025/12/0663b9fa-sigmund-0o6v5e9jyvc-unsplash-1-1024x683.jpg" alt="Featued image for: Get Started With NLP Using Hugging Face and Python" 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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3lBW7K1q0D4k2Q48VwHQHH4-BB6-W8mXKvJ4cc7f8W183qLW6Y-5YFW22Th-P30Rb2lW3D19YM8RRm8gN2DQTJf1BHQmVPpLkt75qLlPW106QHJ1WMqQRW4xJssp2cKHPJVW98098d-4g6W8N0MhJ8tx8rDW4glVkQ54nNNrW3z7xLh7x424MVFrrnG3JMfLNW9b8Rlw7mRnLCW2n_5Gl93-7xvW5pvMD-542yFHW4TQd5x6Ps17vW4-b1Tt6r5xT3W6r84Jj3gf3LKW6gnlsg4X4dTmW5Rn0S_8P6HXWW60JSr624Cgwgf8f7LLl04" 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="9dDK1ZcE">
Python </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3lCW1fg8zx3LFyYgW2r8jwr3mDGFyW3N7Q7q2K9crsW8RLVXW2Q2rMsW60ZNkj4lT_jlN3mcLjKQDxDkW533Dvz2vT6rMW25n61Z59-CvRW3Znddr7kxhpXN7qGNFCN4PNvW5xNvKC8jw61mW1MKLZL3fLjHyVJ6G-J6GFQ6HW1DJrFN8K71KYW1h871_79z38jW2bNhY35VbvfdW16PgW04g3FHdN4k8BKWmRcnmW7Vyl-H2L4rqSVB5hjB61dxTxW3SFRqs7MJV1DVs36Q716KVYDW7MQQ432BJMSpW2b86pm8yTbHYW4zf04K5TkvqwW4Q3NpD8HGRTSW69Qwyz6GxggRW84T5r-2fT1BbVCBBSy17-9F2W7qXDht8MqR7yf8dS6Nb04" 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="8bGBz588">
Get Started With NLP Using Hugging Face and Python </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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3kBW64Cj8n5CxBl1W4CK2FY7Np66SW28LFdJ15tk4-W5vxBg26gYkqGW3RPQWJ7V5S7YW8TGm_t2N961RW183sJ63x80-BW5p79xT5bySLhW3dTgzJ2LTYfCW5kqkV946b1jXN8_8rZxqMsgVW7_dhmw5RQqG9F1kK4g45DPKW2Xd3fJ8D_6xYV3C0lQ1PSmTJW2X5Q9236YpjlW6lbVcs2Jx0fbTQvW67TTXYpW5Pmts77FsRFjW5st7tt8TnJ41W14gCmG7MsW5RW7Tl7DN7QDBC5W3RLdvt2PK6k7W68wTKY7m4mTtW1CNx8k7kTGNVW3nJw231QFrMNf4Z_LQb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="BE+tX4Xl">Jessica Wachtel</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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3nNW8sBXNr6g0gC5W6c1vpJ3JSfH3W5yXls-8zcklXVcr2qG4HrK0pW89Wdw28LVZPLW6bT2F-1_W8PkW7JhJVV7MjBVnW255Pwr3Z18b8W54NZVw88zDHYW8Ys-vQ7Qhd-hW98zqC97Cbbc9W2LFM1g40cfcBW5q23bN44mYX8W2434k-1qXclBW9g4pvx7FDC6xW5S5GV_6d4j5XW3rB_fV6kMGPRN36hY5ZBHhxyW4qN61B7HFWCQW94s5mj7QX4RsW98YQpJ1K4d4cN4ycjPB8PQbrW7bX_jh3Y9rZbW56xM-D2ndnw1N1pr34Cb8CG_W1k1TGv2d_CTdW8MC7Qn2zB3rgW53Q7mZ7wy92zW5WBlz053F0TzW10yyZs6XrVgfdX3yLv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="29lQ4fHh">
<img src="https://cdn.thenewstack.io/media/2025/11/b0452122-thisisengineering-64yrpkiguae-unsplash-1024x683.jpg" alt="Featued image for: Is Using Command Line AI an Option for Helping You Code?" 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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3pdW6VhxqF239GzPW62dWxT3jHL8XVh3DnV3-_MrJW4VydbM5f_vjzW8w6QlG7htPTcW3Z-M3r94FNmNW7nYycR2PWC7yW16Dc7k1Cx7VCW35NY175pHBFHW5z-7HJ3DNgdXN6VSt-CJWDG8W57ZHM067Bq3xW3lr_dK5xhR7nW1pcYRs44qR7_W7B2hkf7DyzPnW1KT0v_3kNdXNW4v75YC6ZY4y3W80l9rD1hSj70W7gc9kz3P4vDFW7VR_F285mN6gW3LHx9s5bP5lwW3Fv_Ss2X8rNYW4ps_h53Kb7w2VkY8kR140TZKf5r7rrY04" 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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3pZW7x5xjj6X197mW2dyzLD2kz6tkW7s2lG97RTMvTN6mcZ7CgqdkcVsP45b4t8j5MW6h00k_3D1K5sN4stnNh1ShWcW3j7N-R8FjwSvVsl8rZ8110rjW41zn5D6__7QRW31CHHM5c-YVDMNkBJKD72tLW2wWNvY3cBxbCW6YDbvH3Ryk6BMgqs-dRjgDzW4rYCH31S6tglN57sfWxW0tHmW6l5Cc98yMv4yN26gHrQB0lWmW5Ftf1k1d6kfRW730JZj6tV9FRW7CQjmR6BTN79W5BmD9l3VYRx-W6mQN4L1f-DHZW4XbyLv6FkYLJW4ptkXz1Fc-qsW915_Fx6Z64ZlW22Xm0C65SVbcN4w-gLz30HxTW3psyD88YT0wxf3zS91g04" 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="5fXH1kVp">
Is Using Command Line AI an Option for Helping You Code? </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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3ppW3pgs2Z7Y16nfN303F3FvDw9qW6HFRf71z0jytN1QpDcMXCW-qW6X5_lz1WLm-xW2C5cNv11k_75W5pRB1M4v4lwqW8mZwq66MdQ8SW6KvqHj3tSC0YVZz1341RRG5jW5sjLql2WGldkW2K1-Wn7kB8lfW3KHky576q21KW7kmzRr8SrQp6W8JPk9N5HTH9kN8sFX23c863SW9gPQhq8VGtJRW94bV942cx7dpW3w9yRn7GD8KkW8Rx_L_8X1yczW5w-rvk8k4qNTW6XQY1C7yGM4-VTnKr93_z0TtW6Y7-sc7kzYKCW1YvCDn2NfW-RW2V3RJP3xr_xVf4rlfLl04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UnFJDxbL">Jack Wallen</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3kYW2v9Dgs1krXNrW8fH2sJ1FlksNW742mBY8-dDLcW2zK42K1f-3WHW80xkCv89Lc-RW8fvtq56p2vHvW2mn9_544m_BqW6_Bv4F25hGlsW4nD-hS3RKWf-Vc_jlT41FMFlW3x7r8B3BMCHYW5b8NM67cV-mmN8F0R2Tn8rNdW8XMk8l2TQcrZW67pp8r9lkVMXW1ljWxZ3ZJlfHV1g2pt6V7VVZW8W4gD48zCC3WW3q5n3K40m8T5W4D6zzN2_CSd-W1-DNHz4wpq8nW2dgmxR5mmJTlW8xtbGS8G2x9NW5wlJXF3zWdpMW2pQ_-W1n2RjHN3PwvLNvgs0fW3f8bhy5DpNXDN25BQnHqFT44W7m7ZNy6ZSLVqW37w7_J4b8Vkmf1PRHTx04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="0lJX/noh">
<img src="https://cdn.thenewstack.io/media/2025/11/62a9e245-cars-1024x768.jpeg" alt="Featued image for: When GenAI Breaks, Rigorous Orchestration Keeps It Running" 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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3pPW7W0TPr7bG9bSW9k3KP43KHwRCW2LcjTv5_wkg9W6R-xqt40WTPlW4B_mB63B7pKPVFdYZS2hYVldT-cM145h_kjVyN7tZ91zqz7W6WpZ5h5TNBSsN1vH6Hy-CMWsMsNYFchW7g8V7ftRB1FYgPzW1pNr692C5WFDTC0dq4S_hSCW4TsMss17s-wqW1cckdM7ffrkhW66XLMf8ZP6KMW44tndx7d89_PN1tMghHS2ZHpW82_Y6J2J5qLhW7G8JQ61X8hPSW8LQvRM8tQfH0W5T_jFW981_22W8x1ZrH1nX3fqdxjRjW04" 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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3lnW7Hcspn9kZ5H4W3Dbtgl9kTSXnN1q-BR5KrY8NW39yY0k3Mf0PsN7gsCFKyYjxqW7Vw2nj8c5bCnW13c7dM1Z-GsXW6KVwPQ1Gr8DzW1bfn0d1vyD74W6jdZFT1TDYrtN23V3zmCnTq0VJsmNN4YTldqW5GwFlN4rqvn3W1Lp7SX5Xrp0vW3vf7008s5NqPW2KzKPg5T-_n9W5sSpVM7l9QqsW5CYTrr56vqYNW2TrpN71KKtGXTq8SD41ts75N5q3N7spW6bVW2V13qM7MsC9qW9lYmlQ5-4LbzW70Wd7F6L6X93W1np8v34cvRjCW5nRw6k52PMJjW7C0gL523N47lVhqjVq2h3W-yW1L38Qr6cTb2fW82ZpzQ4v5llSf4xPXkq04" 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="8JSsB+3F">
When GenAI Breaks, Rigorous Orchestration Keeps It Running </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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3mLW57zw426lS-PXVtkQqr8bRBdKW6VnfHt6GsFVlW7CcvPg7gmXQJW1Jjx4P16KC7ZTNJq-1v9-KdW8q61Gv71Mb8xN5PXt-pNf9sLW15pzS22nDLNsW1C5fQn4xz31SM7kpdjSkj3jW212PQb5FG_0SN3gtqBflvb5hW3nbcd63qbr0MW1qwv628brNygW4FmJml4FpgXvN7Z9HbLX5pNkW33VxX43mK_mFW6R35Z_7_Q9ZDV-XQgN7-kSGVW2swns42DQR4VW3XTBGp2wF_4qW3SMGJS4fHcgpW4GdSgH4VcdBKVTSNyR1grL5JW9hgTSb5tZ9z4f1wDPRM04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="SRAAQ9P6">Manish Gupta</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3pXW6vm6yM4m01nqW5Dhzpq7VKjgyVLr7rF8BxGx4W1w7tnN8nTqyTW89YrBx1wTMzfVPvKpD104Y7-W11172q7_sDHpW7N_Lvc5Rqg9fW5H5rsm3g-p16N4RN3T19h0s7W2r9y3c16XcRtW6CCkWG33WHsMVp0Rr76QpMyGW8K2S787ZbrLRW2T_jCj8n9YpvW73RCPG38Mg_yW8QlPTx6Fs9ndW68XW7y2J0zQZW7_gz8z6XGXsXN5lN1Sl_--svW7CKc1y3gcTnjW8dLH342DKLFWW6sYWBX51KGR3W1Q48q62d45qRVnVg-T461DrxW4YKFkJ5qWfLhW7YCbyy78BMMxW2ZGxKX11rjT2W7gk1Pn60G5RKW1BlqTq7dzGxcf32D2CC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="JE2qtzoE">
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</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3lqVk3pCN2RbppVVswWsY6WQQWqW7H2bSD92br1vW969dcJ1LtB29W3YxwL87yjCn6W5RvJFz2Zyvm0VH8WWS8jCrJlW2F7G7g2qL3fPW2QnRrn8ly63XW1_nLqm9ckGJRW14NH2491QGygVVsT6Z2cNc8mW3fSzMy53NChyW8Mw5xw47JKkLN8QcPn0Csxy8W8Mth7p6wJ4yJW2GGQRM2YngMfW9kfT5k3-2QxCW40Xh0P5pMfMrW6pLl-97f_rWWW6ZGb3D3l_m3yW92BfPv8jWTz3N2_bH8BV1M_LW84HpbL6SjL5Cd5vpgs04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="IQKX3GsV">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3mLW46Gf9B76M9pSVkmBkL4kkJcZW8Dsk4L8ZBtDSVWbZrJ240CHXW6jm65S6gtMNjW4PCJ6-4Y9B2gVxm_-v4z4Y78W7N7STD2CV46WVZWjgm8hKWrDW9kPL9-7b2vdgW5k3mKB29q_ZFW15QBb87pHcQqN5-YTpwp6wYCW6MDbXj3CjbjpW8zwnSQ5f5t8-W6mCKm77F30SsW8vkb6M6wyQd8W3qwG5Y7K1bPVV_XtxQ2CBqnBW2rpGZT8nNYq1W1PYX6W7cljp6N3jJP6QvvFTyW2MQNgh76hPM1W1c_bZp3jwHDQW8T_vbP1nymfrW5KW_lc6JhsGzW28Gb5k6QbHbVW4s7HrK4jyhYpV9nCMB4T3lFxW2WC6Vt3V3nN2f3X_Cc604" 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="QDIGfv8Z">
Gaming on Linux? Bazzite Is a Great Place To Start </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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3nrW1rCbw64K_0H3W1yF5qc8cGt9wW3XQR0d5dP7QVW9gHxcB8McPP1W4fKxkm8YcBGBW4-zcp04hVL7NN3M1sBxD2yZzW709pw04Pg8xDW8XmL8Y4gGqqHW5qT70b58l28MW3v3FLn56ZzzyW8fZJ3P59kTG7W7gRdMY8ZV_zpW5Bnpjk3MDdw0W6PQG4l8pySTGW2jSJqX4cddLkW3k143z3tjPrgW91_QV-6NQ6mhW6vB5Hy1HLPbLW7yxVr06KPGt6VmwDTq8D6vCvW7J-C3F8HQPHbW90qNQC22vWTdW7_CLzb5XXp69N2zn7ylJJHsBW1fkPZ12nqwLLf7B3Hs804" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="uF55n2y5">Jack Wallen</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3kTW1L5LVS5s-mmKW5SH2H75WyvCGW4pM62P1PSJLkV8c83085QpJmN7dWVQmNmmjVW5djsZ14TLscYW91lS6c5B6cNBW6sg9204-Jnh6W8F6lkz9b17jjW351cGX30fYdhW2K5xwW4jKJkkW5_L6808xFY38W60DYRL94081GW10fs3s3z8zCKW1l6Kb74qDRKTN39V0lhgmgWsN31tC2WFBbXzN23nxhRcWCNhW6xS26L4pg1J8W3jrCMw8d2znPW1ZcK1f2hf4yBW5dwk-69kn7xLVm_0Zc60MKj2N6CfWM6HqtrsW8qdcXY6WDPv6W7QqxQt14CVBHW4WfqRf4xHZgPW8h4h-f8jf4YZW2cFmRm2Vl03YW1dw-M98VpjJ5f4_pLD604" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="CwP21TVt">
<img src="https://cdn.thenewstack.io/media/2025/11/db3f1016-santa-presents-an-ornament-scaled-1-1024x682.jpg" alt="Featued image for: 2025’s ‘Advent of Code’ Event Chooses Tradition Over AI" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3lVW6cvnxY281TvFVJryFy71fgfDW2LlxV-5gRV6NW8l_FCm1N-wrpW4FXtgX7-9DJ1W1jCsdb5CwjxqW5gVZcX7PqpKYW8DnNMG6rZWkQW3yWdD88MbhzcN2lQrljq0Z7hW33jXp25l37bZW56rB6t3_sRd7W3ys1CR1xDTClW8lYw9B42fK6pW68z5q_53P5ZvW4nlQw_1T1HgTW6TMJ_W13nbsvVs0B_N2XdWf2W6yHZDR1WCqHBVlq4L580bkhyW8gjzZF4fhY_-VM9ffy27rjc-N500VB2sVvWTN1-prmpL-F3Zf25zpV204" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="Sy7fJ+9g">
Tech Culture </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3p1W9dgx9V1kScV2W6-W5Cn1gMytkW81c2QN49hhL3W2hMKCj2-wJ4YW5c4Bxm1kbVSqW8m_Jd213DZH4VxbNyN5dTXn6W9l1W3G5J182XN2ZRT9WqVQspW2wXmcZ8M-xnqW4vp4F64btkcfW1xywty7-j_wfW5Zvgp42Hns_nW4y8pfP3MGwZjW1l-4Py92tD53W8M4d9K391w5BW2SbVDY47-2JWW5WDB4v26z78-W2XTny-8QX4ssW42KkZ26rpQ99W3kW_sZ3gMR_FW1NdV4h2H3QC0W4Tgj5N5BPX5zW1ph9-M2V4xF2W5kDqXK5px-djW52VT957J_dp8W6Ztd7q52VyWDV8W3sR5f0p3mW16JPxF5Gx2NxW520vTC7gsCS5f7LjmDg04" 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="C/Hl4xt5">
2025's 'Advent of Code' Event Chooses Tradition Over AI </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3mTN5FydFZP_88LW7zcrjS8f6DdPW6mJv-p2SY3HQW6hqm994csG6gW3QRT-74pvqrjW4jN_JR5nSl7PN7cLXYDJzbDKW6vL7KH5gZ73BW6-v4LB1h80bhN7N7TM5gmWkpW238Q4G7n48GnW7Rzg924BCLjvW1mlpcF3vN2B3W11FYfp76s4j9W1l80fs5ZVPhSVJ-Q7P6Vdh-rVy67j46sywHgN5b10Q_xJbBQW62lvyD35FrflW45m6br2yDHr6W50jGyN8zvrSRW5KDZD639z5PdW8fDWg_8H8RhgW308G0_5jj7xDdTwCgH04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="nfCgGm8f">David Cassel</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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMvP5nR3bW50kH_H6lZ3m4W3Nm_wl7NFNWkW73V2cr4T0jcMW8v9pfc5pbgGXW8mfVQ41KsPp4W3Y0d7m7HSjqRN3ygndvW6C5pW3V1Zm32yNg79W2Hy3fv5ScfbVW7WnhLG8q_T4XVQ688Y4qKy1wW3DwJKZ1Whgc-W5lht4s3q-XTYW1BpXpd7ByVGCW4W3XnV3T8bLxW5VftGY3_B3Z8W6SmYT54nkLdTW8T0szy6_6Tl-W554VVW3S-rkhW1bKT_R8-n-7FW3HNs5x4dBJP6W8p-sWH7tgZS2W4qJhly5XpBvdW5rN82n4tyTbyW3z34cP3y7XNyVR-syX3qQYdCW1Bndqr84w6cpW5GlCXL27dKbyW3l4MkM4R45dwW7yJcM3260FqGW650qsb2ZsRzCW8-gJQ_74FT5NW4lcb9s7p6VYrdSq2_P04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="NYEKBWSk">
<img src="https://cdn.thenewstack.io/media/2025/11/53617236-an-le-khanh-o6tmlfbwvnm-unsplash-1024x683.jpg" alt="Featued image for: Broadcom ‘Doubles Down’ on Open Source, Donates Kubernetes Tool to CNCF" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3nMW7zZQCg6295djW1d8hbY4sVV9BVMG9gs7wp3jfW50-vbH2GGy2BW1LWRz25_bYCyW89fKJp7r5SYQN5KbSS6sV2DsN2bzTWM3syq_W997dhG65k_7tW7pVjm31hJkmZW7sCwb55PzdYRW4_sFXy3LlwgsW80yb1X4pyGT0W42gK0B5xY0sqW73rN1w1hmYCTW7LJDVY69yXVWW1RX6t71n65ZNW3-VnJ42fw_5LW7ctVJ95sBr3CN4hCfMm9_Mb8W4Qtvbs5mypddVvMSFL2cS3kHW5R9rj91xY_1nW933L1Y41j3v-W1RsYdx13RVQkW3PdX0r5HVvx8f8rKKQq04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="bFgaXz6T">
Kubecon Cloudnativecon NA 2025 </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMvP5nR3bW50kH_H6lZ3kVW8-gGqh4SgMPrW613hBr2PK0Y7W5x4g7m6x9YcjW7mBJz78dtFKWW59592w2MrX7CVrHhqc8xJq2QW4C7wK51y87RSN6W9Yl5YKj6bMy9QRQfzMTNVRJh2p6-xKKFW593yNT2Qt97sW3MXZ0d1sf88YW55Pbgg42_ct8W8x6Fvs6cSKcgW4bJ8nT9bZHMkN6vC4GrSzb1QW56Mfh85n9fhjVjNVZ66826HTW7wXYqL2tzzHvW50nF6b9kpQXbMkFYc_Yn1qFW59R_5t1PsPxNW7vTDtD77wPdZW3vdvM23cRd8BW7CXDmz8XRH9cW78YN5Y3R--ccV3HMFt24DBjHN9cld54sZnNXW93BSWY7wDZRtW5wTL843d48TjW125tT-7dkzbNN4BFT30Dsj_1f6LglPx04" 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="0Te/Ie1j">
Broadcom ‘Doubles Down’ on Open Source, Donates Kubernetes Tool to CNCF </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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3p1W7-2Rkc2ShDHYVKzG6M13H6ljW622dGj5TjmQcW2grLrZ15HcrKW20sLRb2GKpnFW5ZNbpf75XKHHW5mFQwD7rHmw9W55g65s64m4N7W43b5j_88PtYLW44mpVR6fFhgpMQqNtmsYL7fW2-2Scl5HwfYWW33Zcd72-F63ZW32vwCb2cbyGzW4BdBPl3mbSLPW4qNkqD3Jr6xbW6N2tbB3rqp02W3s0NZZ5073ZBVYc68l3Vq-_NW7BZQM51SV4JmW4SglnL8QK8LbW78KV6F81Pl4CW8YcJ3194WP4qW7FnSFp7dB79VW53DJPq89XzqdW2hx-w52HD85hf71MCgx04" 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>
<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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3p3W8H9bRb7Rt3DyW1RWDjR7z7Ml1N3TcLWFDDVq9W4hh4Cl2Fpc9gW5Jnd0x4yrwtYW9lcthP60jbz6N1sPnk2pYX2zW3lCpmR1-RTFHW5ZrK7N2k9c99W52DFRS1GzHGpN6yN8FKPNwF0W22kjNJ2dZqV8W3f6fxF3dwk0lW5jzgZS8LnjtDW6X6H6g9dVjMjV12XPB842lcNW18SkcP5MZ9zRW875fpg1v1RWXVRfFby2jm7frW7GZ9p_6V4zJlN6_ydLsDrdNDW3f5WSB6ljdCLW4RTfvY8sXxwpW35PNGL2xvbHmW1pBX3T1gqVl8W96mzKV7F-4NfW6-pFqM4VXFNMW26tRbF4kt2nPW1zVskz5nCWDVW7_s5hk6wsxgsf92TzXF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="xu2jb/8A">
<img src="https://cdn.thenewstack.io/media/2025/11/c3117c46-daniil-komov-ljsttwfiqqi-unsplash-1024x683.jpg" alt="Featued image for: Python Is Quickly Evolving To Meet Modern Enterprise AI Needs" 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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMw-3qgz0W7lCdLW6lZ3lQW7Hvp4D4qFccRW5Yh1ty56V9m8W6YQJ7N1TPfqRW7Xq_nB4f5qyrW1FLrqG5zsPWKW64x4BS8-tJDhW71bTm14sZvd8W8s8hZm6MfknjVkWzYS37csQ0N8Rd0L2L1flRW6kG1wk4yy_0TW2fDV7m3gLVrVW4Fw7Lv4pS29cVmLqZ91tjRcRW77WlVQ1qY1kHW3Mf1D-3GqPf-W1qRvWc709ZKJW1V6FQh7ZZZs_W8GJb5J4Mh0P1W4byD_y90MVKcW35gjQ351gsJHW1M9wQq2-klVmW6V5HVj7C4Q2NW2FDF6y7C3CtTf5mNjld04" 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="Gw/Qy5SD">
Python </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxT3qgz0W95jsWP6lZ3mwW8zDqHp75dmxRN2VSGQqj4zvBN3Tv8gY9xYZFW5Q1SMS1DTWrPW7tkJKC7CZs-PW83zQ585vGVflW11RqWc1jK33TW7c2rLH8tDMj2W4vmSgL1S6Sb5W4937Nd8q9sxwW2qqM7k1k06mJW1W8dBS3zsftFW4MG3ZS4DDH7PV2wyyv1HClpjW1LcRCX875jqfW4ppLpJ1cBLkSW8yFTtk3Jzp6JW36Sx9t8ph08qW1jNSGD2wWKBtW7zzH1G7JympxW8_2bRm7_CvvLW4mTn-v7NMgZJVfcB5f6ccrS4W7mzsz48ch5p2W7ls8k63gr-MqW38qkC250bn4zM9Tlyyf64lNW4TmYfK5689jqW3h8PYc2wLsYbVSDTtv1N8CQ3f6GJT-M04" 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="kVRMD2mw">
Python Is Quickly Evolving To Meet Modern Enterprise AI Needs </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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3q0W1rv03g6hS0wlW8WJ-_c3WLYhmN5cg9T23XPDBW1Kr0QH1Frv0ZW3ngrXx91jLJkW2vMXj46zkH6qW1VSx5R6PfVVFW5NG4Zx2MQXNHW4zCHcS8fHjwMW7_7MCs8p3Q1FW2HjkBf94xk_-N3T7yl5jHS29W6XsvHt1rPtHtW1GftsL51-DQNW13Kq7V46Y8syW4SjWCY3gKLnrW92wM_64c467vN1j97d0CcjSLW7cV_6s1kJVF3W2nppCM4Xm06bW11_NfX47FHyCVc13s82kT48JMzb2whySD_BW7GRFsk27zHHjVf277T9j0_RHW6hNKfM5_6G0rf56ZbVK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="0n6fifXC">Steve Croce</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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxz3qgz0W8wLKSR6lZ3kvW370p2h1XpqgsVk4Bk46C-MgLW6ZkKnP6yPwyyW95-Kc814jCMSW6rJZnk6kQhmqW82T1Ys3x_5JTW6kKm-t91YpVvW8-LF6-5J2nkpW7gHC2-9bg14LW3sbg9m7PzL0FVCt1-c2Qcf3CN3GzK60sm-15SmWY7WDg7GV-L4Ll9kMHXGW3H93My6DVlX8W4dBFRB8HD9K6W4cy0vn1nz3sdVKMb_H7RvWw3Vc_D0w4l1W47W4r9lW45CwTPCW20pF085gSnpLN8rpNksRgWGTW5j5_zX6rwxnkW1RdvTq28tzHkW4pxP5R52YDpBVd7M0t6nBjpfW4HyfKV3BtkZ-W3T1bJw34_n6pf9c5sDF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="tWG/DTrD">
<img src="https://cdn.thenewstack.io/media/2024/04/d8b458d6-dev_news_img-2-2-1024x577.png" alt="Featued image for: Most Developers Call AI Data With APIs and A2A" 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/VV_ymP9hJQdSW6ztKVf4s89BWW8GDvjX5GyN5MN2dmMxg3qgz0W7Y8-PT6lZ3pGN3LmHkcZ3HtxVD5Zns12rCxNW2CNrhH8MRy2JW4GwY8w1QlTjhW2tKMn_8bhRXpW3SzQMl5RLYpMW4XYLCp7jk0wwW8jjW6P3MZ_9XW5ksL298ndsDGW1ks6nc3rYz10W8Kwd9D5PbShgW1d8n9d5Jb41VW4yyB5M8tJyyJDmzmV7gLW-W6s02W35rhGyyN59smjBMt_2jW9dLKZr2HG7lyW4ZM_q06R7HFvW6dd4bl5N81tBW54f5-T5srJvYW1Y-Y8n4dccBxW8fQfwb69Xc1sW5tbfSf4Z_fJRW8hKV3T6H-9QhW4Ln4JQ2ZY-lYW6_8w3H2nt9j_d3cDfK04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="ky8n3a/M">
Frontend Development </a>
<br>
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Most Developers Call AI Data With APIs and A2A </a>
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AI </a>
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2026 Will Be the Year of Agentic Workloads in Production on Amazon EKS </a>
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<h1 style="font-size:24px; line-height:1.1">Agentic AI: Is Your Organization Ready?</h1>
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<p style="margin-bottom: 1em; ">Agentic AI is complex, and EMA research shows most organizations aren’t prepared. Join EMA Director Ken Buckler and Ory to unpack exclusive survey data on peer readiness. Learn to navigate security pitfalls and govern autonomous agents responsibly.</p>
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Don't Miss Tomorrow's Webinar: Scaling Edge Platforms to Thousands of Global Locations </div>
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Live from AWS re:Invent, Ryan Good of YUM! Brands and Justin Swagler of AWS will team up with Spectro Cloud and TNS to explore how centralized, scalable infrastructure can speed innovation and bring it closer to customers. </div>
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How Clockwork went from synchronizing clocks across server fleets to keeping LLM training runs on track. </div>
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Catch the Episode
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Trending: Anthropic’s New Claude Opus 4.5 Reclaims the Coding Crown </div>
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In addition to the new model, Anthropic is also announcing two updates to the Claude Developer Platform that go hand-in-hand with the Opus 4.5 release. </div>
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