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Subject: TNS Daily | November 4
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Subject: TNS Daily | November 4
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How React is Still Shaping the Web
November 4, 2025
How React is Still Shaping the Web
React is now a mature, stable platform that continues to shape the internet’s infrastructure, despite facing competition from leaner frameworks. React doesn’t need to reinvent itself every year, writes TNS contributor and full stack developer Alexander T. Williams. Find out why he contends React is the most compelling framework of its generation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3gP0xW7Y8-PT6lZ3p2N2wnKSCBkRpVW2yHBMQ4PVfbjW3n25Lw4Cd88rW5QcgrJ3NKF2yW3szN7c1hjVv3N5gXqH4xDcpqW71MqMm92Y76qW2-ZGSW4qJjHdW7zrWcL3G68pLMQxNBBTt1VyW55h9nR8kxnfcW4Fvm5R3ctb2DW1bC20F6stPD8W7ktWND1zgqcRVRZFNk8Rq3BKW2qmqZ63HVks-W6nrSxq272knxW5Q5ZBM2zHWvrW7PrmyY5p7Vm6W8cDCnn38hC6rW6rCKLj4BWdSjW2NV5kn85WbZcW12-Ct92QQpXqW6hlk092h3L06W96HpZj2QRXY2W8CP2Lq8ry3WDf4blqk204 ) .
In other tech topics we’re covering today:
- APIs were originally written for humans but autonomous AI agents are forcing a fundamental shift in API design. Now APIs must be written for AI first, which means prioritizing explicit clarity and predictability, according to technology analyst Saqib Jan. He lists three habits developers must unlearn when designing APIs for AI agents and outlines other pillars of AI-first design (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3gP0xW7Y8-PT6lZ3nFW7-1gxq8Vc3NbW6yWj2j8d_BXhW2_THcS3ZXqcsM2W3-96v3vNW1m9fXB8wCQGDW5y6S8226F8VZW5MgH_G3tlV97W32PR9Y7Z1b9CW27w9qK2YTl_tW2nvttK3sHkhjW5LDkP060DNp4W3Vss346jnJlmW6s2cKh8ZYBM1W5VD7KQ4Tg8ynW4s99FY1sHr__W2LPYbm2W06FWW4ByCbb6JhrDcW8YVbYH5vnBBdN6lYGpNjRpWQW1zfcWj6mXTJ7Vl_Y4Q8kMjKSW72d7VT8SZHYZW3Ll6yC4CKnz4W5yXjKT3BQQzKVzKYW53GRMyDW3b7V0v9dtJtMf6W3ClR04 ) .
- Vibe coding is out, context engineering is the new game in town. In this contributed piece, Chris du Toit writes that organizations must abandon unstructured prompting and instead adopt context engineering. Context engineering involves integrating AI agents deeply into the development ecosystem, Chris adds. Find out how context engineering changes the process of prompting. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3gP0xW7Y8-PT6lZ3ntW4MmRPS8zBz2lVNmMFg5JHQd8W1Zcdr861-9j4W6fmMcv2tb2tSW2Bx8NP62KGxvW53sfvG81Nrc9W5YyVwS7MHdZlW3NQwL66PSmqsW55Dryr6s-Gb7W92BDJv7-XLZ2W6G4qh_64YXmxW3w4y5l8xQhkgW5V-tHt4w7tQpW1dg7657RwMM9W4qt_lv3kdmBLW8zTMQh5rhqXsW7YRgCK5nKgv6W5C8r2C6_y1tDW1WGtPb8PFdcYW7JMPFL64ZNfMW7pgkvV4mR9_LW7t7-Qb46QvlbW3DLCfr5qjT_dVS5CcD92N2S0N5yH-CHlPzF6Vw3Ncb7Ppk1kf4blWtP04 )
TOP OF THE STACK
Why Agentic AI Needs a Context-Based Approach
Featued image for: Why Agentic AI Needs a Context-Based Approach (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3k-W8wxF_h8w08d7W1MZzXW6hFQ3sW1QKNfZ2GjSb-W3Dtpk81QSccnW2B-fG85rVN8nW4Nqk3-10gX7JW45zXgq3QSvVRW7VtHbH5D3L-PW6XJyJj4Dl9fjN7jgLv96zq5lVzQNCp8qKWFvW14BwKr8-zMb1W7m5G2g7dyBxjW8VbRy22_yWrmN6cfXzHJrcY7N13Fq7wYzpLPW4-h9Xn6bxGfJW6B5p1h3hQXN_MMWFcJr13kDW5J2jxB1cDVv4W9c68gs1h4NWQW6Qg6RV8KB6lzW2S7sNW14Bg6VW602l4M67W64LW3Cs2Nk2KZGb7VTR91n8l10cdVJ25f64LF792W91Dd8y8P-bllf5nLvKd04 )
The key to unlocking AI's true potential lies in context engineering, moving beyond vague prompts to build reliable, enterprise-aware agents.
The conversation around AI in engineering is shifting rapidly, moving past mere autocompletion toward full-scale reasoning and automation in engineering work. The future of development is increasingly defined by AI agents. This transition is already yielding concrete tools, such as AI agents dedicated...
READ MORE
Come Have a Short Stack with The New Stack!
The New Stack and Dynatrace will be flipping pancakes to celebrate 10 years at CNCF and fuel your final day of KubeCon! Come for the pancakes, stay for the panel: “AI Native: How We Got Here, and Where Are We Going?” Reserve your spot today! (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3gP0xW7Y8-PT6lZ3q7VTQRjS2tk3THW7L4g9H98vD0WW4LFwjg6G-Cc8MHgdvJgtn3jW3lBLDd65TD57W38_KbT7TP9L9V1cwC-7NK-wMW6Jh-Qq3CH8zhW6zL-ZB7mhHbNW1JCcwn1yftNRW8KR9qP8sw4xpW16jv744BzYVgW8z07Zf7H3NWpW4v2lL85hBr1mW6CzYzz5-bK8_W5V47fP26Jbs7W5JwPvY7Y18f2VcT2mZ2VcTDNW3n31f38Dj6FqN7BygK6gPgY9W1vK7Wl4vl0JkV16GVl3Hj7hcVv4Nsn3HMpLlW6gmdDh6tC3v_W4LdX8M8p7b90W6Dc2FN1RqXN_f5NQ28j04 ) Pancakes are plentiful, but space is limited.
RSVP NOW!
WHAT ELSE IS NEW?
Featued image for: Why Diskless Is a Game-Changer for Running Kafka at Scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3mZW7-Wkgm3HCr0xW6zTCN93fvkj8VM8cvT1fgpw7N7j7YxvtzDY-W9j7CMx8DQgsNW8WlT0n9b2Qf-W6MDtYw6x6Y6SW7lSNgh2jjT4TW1j3BfK7twfD4W5nfqhH4ckwClW3psgdG5-K98cW1vwJ-W8GYJ6VW2qJgwW5FLJfcW7l5jMq5rmM13W2DFC7B6zt8lhW3hB5V9189b3fW4jq6vt77bTJZVhnp_N7GVcXsW1XtBG26Fp127W4Wp62x5l2W7-N7MTbm_yVg__W3fl1vV8f30bsW8TG21J8151zhW7FpLbz7Rg7CnW5Q25rj3Sf0v_W2R-smt1bPxsPW2_C-Zm48jtv8W7jJj0c7JnhWwd6WgN204 )
Why Diskless Is a Game-Changer for Running Kafka at Scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3mZW7-Wkgm3HCr0xW6zTCN93fvkj8VM8cvT1fgpw7N7j7YxvtzDY-W9j7CMx8DQgsNW8WlT0n9b2Qf-W6MDtYw6x6Y6SW7lSNgh2jjT4TW1j3BfK7twfD4W5nfqhH4ckwClW3psgdG5-K98cW1vwJ-W8GYJ6VW2qJgwW5FLJfcW7l5jMq5rmM13W2DFC7B6zt8lhW3hB5V9189b3fW4jq6vt77bTJZVhnp_N7GVcXsW1XtBG26Fp127W4Wp62x5l2W7-N7MTbm_yVg__W3fl1vV8f30bsW8TG21J8151zhW7FpLbz7Rg7CnW5Q25rj3Sf0v_W2R-smt1bPxsPW2_C-Zm48jtv8W7jJj0c7JnhWwd6WgN204 )
Featued image for: Deepnote, a ‘Successor to Jupyter Notebook,’ Goes Open Source (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3pwVgnzZ65h5ndFW8q6fzK5NYyS6W942NfN4_m8h8W3BwDPc5782l0W2qDJP34wHR1QW36JLZL8k2Vb6VJm5-32zGGm6W3YB6958KjlPFW5Zzwyn8cnhlpW7RMQ1s6qyWbdW1ltQwQ7rpTnLVCgXrP9kxyjjW39rh945zBzGwW6zMy_C5HDBRkW10880n8G60NlW5YkhQH4Kd0bWW6KPHGf3M8xDmW865CGY2LSsh3V9vBRD4W-B21W89Bmw852zPrBW4nyJ5x5dbtmrVGdcwl6ZtVPGW7NfHMz5qQWt2W32xbCb1YFX38W46RxQj63hgJ_N401ym4hN2dMW8nT5Nw6wDpWjVJR2pD4TNdPxf7fs-gd04 )
Deepnote, a ‘Successor to Jupyter Notebook,’ Goes Open Source (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3pwVgnzZ65h5ndFW8q6fzK5NYyS6W942NfN4_m8h8W3BwDPc5782l0W2qDJP34wHR1QW36JLZL8k2Vb6VJm5-32zGGm6W3YB6958KjlPFW5Zzwyn8cnhlpW7RMQ1s6qyWbdW1ltQwQ7rpTnLVCgXrP9kxyjjW39rh945zBzGwW6zMy_C5HDBRkW10880n8G60NlW5YkhQH4Kd0bWW6KPHGf3M8xDmW865CGY2LSsh3V9vBRD4W-B21W89Bmw852zPrBW4nyJ5x5dbtmrVGdcwl6ZtVPGW7NfHMz5qQWt2W32xbCb1YFX38W46RxQj63hgJ_N401ym4hN2dMW8nT5Nw6wDpWjVJR2pD4TNdPxf7fs-gd04 )
Featued image for: Why React’s ‘Boring’ Maturity Is Actually Its Main Strength (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3lpW5Gl0B64pnWpnW4DvlfL4Cn8bmW4TWX-05KR45kW4gJtyy7VJM3LV9KMhx7SVNGFW3NfMf97tWMz3W57YQ6B8sNSJCW5nSDYC5h42QZW3x3khZ4vTwVJW52YG_S65_DgfW48jNXf25FR9YW5rq27y2Z0Wr7W8gNG2s6zwL2PW56DSjt4cdZ5CW7T_Hls8q5nnpW84hQfC992xDMW4myRfz5bcxBwV-fCdm8WcQCbW3RBmg64MNdPyW1Ld-mS1_F7C9VzK_838Cz2FRW7_KhQb75K1jTW88bFS_8hMV1NW2Y76dT2VBHkRW4_Mrrn3xJvG8W7XNWP05PzmxVW2bRr8P8Sb5GFW791Rn15Vwxh2f8lY8Kd04 )
Why React’s ‘Boring’ Maturity Is Actually Its Main Strength (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3lpW5Gl0B64pnWpnW4DvlfL4Cn8bmW4TWX-05KR45kW4gJtyy7VJM3LV9KMhx7SVNGFW3NfMf97tWMz3W57YQ6B8sNSJCW5nSDYC5h42QZW3x3khZ4vTwVJW52YG_S65_DgfW48jNXf25FR9YW5rq27y2Z0Wr7W8gNG2s6zwL2PW56DSjt4cdZ5CW7T_Hls8q5nnpW84hQfC992xDMW4myRfz5bcxBwV-fCdm8WcQCbW3RBmg64MNdPyW1Ld-mS1_F7C9VzK_838Cz2FRW7_KhQb75K1jTW88bFS_8hMV1NW2Y76dT2VBHkRW4_Mrrn3xJvG8W7XNWP05PzmxVW2bRr8P8Sb5GFW791Rn15Vwxh2f8lY8Kd04 )
Featued image for: Kubernetes Isn’t Your AI Bottleneck — It’s Your Secret Weapon (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3p-W8l1--R7sy6CmW5qzvrZ1JjzLbVXywKL4fbFCYW99BrQq2C3HgZN1Mfyt78Wcz8W3ss2Pw2TsygcW7hgg9N4mLryqN33TTT0C-kbGTJGyQ6vxpWyW7SdLLX7mYzcNW3TZz4S1PfpltW2GFKls1sXSpjW3bPdPL7KgPFmW6tGvNQ4n2NwHW8JRCY31ty2pJW8LjKc21GrmrpW7X940V9kP69QW3wQ19-6C4s5zW6-fqWl7tnFWRW6jvjw599HL-TW8K5zdw6F_YGsVRJZzS8DGs60W409fkf21rqS6W3mVl1H5MZGwrW4BZKTt4zCWzBW3PTPm25wGBfxW4QdBrn8XpS6gN3nfVbKgKTSxf6sJhZP04 )
Kubernetes Isn't Your AI Bottleneck — It’s Your Secret Weapon (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3p-W8l1--R7sy6CmW5qzvrZ1JjzLbVXywKL4fbFCYW99BrQq2C3HgZN1Mfyt78Wcz8W3ss2Pw2TsygcW7hgg9N4mLryqN33TTT0C-kbGTJGyQ6vxpWyW7SdLLX7mYzcNW3TZz4S1PfpltW2GFKls1sXSpjW3bPdPL7KgPFmW6tGvNQ4n2NwHW8JRCY31ty2pJW8LjKc21GrmrpW7X940V9kP69QW3wQ19-6C4s5zW6-fqWl7tnFWRW6jvjw599HL-TW8K5zdw6F_YGsVRJZzS8DGs60W409fkf21rqS6W3mVl1H5MZGwrW4BZKTt4zCWzBW3PTPm25wGBfxW4QdBrn8XpS6gN3nfVbKgKTSxf6sJhZP04 )
Featued image for: RPT-1: SAP Launches a Relational Foundation Model for the Enterprise (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3prCCW95jsWP6lZ3mHW66ZsPl91s4SdW25H-MF2QrYfhW3H54hQ8yG9NvW3s9-3b7Hh1QRW8cs1wG2d6n6-W4RK2g44KkGFdW33T9HY1j2NJ-N91cm8VryCNvW5DFSsC19MPGtN1pbD1d_p2qJW14JbZy3wPhDDW4H1Yq970fMd1W1PyslV5gt0qjW605SzT8ylklzW32FmWF1qt5pmW4Bmp942h_ZMLN2Cg6Xhsv_mBW1WLLwk7fKJ7FV8GJfl6XTLNgW2N7VCB6FSvGQVvmkyB4JTsZJW2XnHQr85YYRhW5Vfgn18QXjLKW7t8jyN1F_VHJW6bFKZc7dJWHBW3yLzXJ4xcNXdV1zF6K2PRdW6V7cFv44Wfvc7N2thzw59GfYWW5B1RXv3DlgFRf4vnLNz04 )
RPT-1: SAP Launches a Relational Foundation Model for the Enterprise (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3prCCW95jsWP6lZ3mHW66ZsPl91s4SdW25H-MF2QrYfhW3H54hQ8yG9NvW3s9-3b7Hh1QRW8cs1wG2d6n6-W4RK2g44KkGFdW33T9HY1j2NJ-N91cm8VryCNvW5DFSsC19MPGtN1pbD1d_p2qJW14JbZy3wPhDDW4H1Yq970fMd1W1PyslV5gt0qjW605SzT8ylklzW32FmWF1qt5pmW4Bmp942h_ZMLN2Cg6Xhsv_mBW1WLLwk7fKJ7FV8GJfl6XTLNgW2N7VCB6FSvGQVvmkyB4JTsZJW2XnHQr85YYRhW5Vfgn18QXjLKW7t8jyN1F_VHJW6bFKZc7dJWHBW3yLzXJ4xcNXdV1zF6K2PRdW6V7cFv44Wfvc7N2thzw59GfYWW5B1RXv3DlgFRf4vnLNz04 )
Featued image for: Introducing Agent GPA: A Framework for Enterprise-Ready AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3pMW4zv5zp4vGBw_W43YffM2-TKVqN6RN9T-3ZSGXW8gb8Vz8lbsJHW7mYFQw8Hkc52W5qPLDp8MMr0WVg22Ks6-tFflW4ltphb4NW6SVW2ZpjH235h6T9W3KP7Cf2Yx9_TW38TDjb5gWYqZW3fW8HN25lK_FW1Vv0Sd8zYfwDW7FCjXB6ShycvW4BFzbf2txj9XW2KdfQT3NhSLZW7_F_gR7srVPtW5y0yTq2ZBNDVW5k8t4-3GkfhwW3m3WQ14p2BnSVkQmbD1XqhDhW5yGsQB6MS73SN7vTBW2gsNh2W45KGPx1q_2T7W5YF_KN408ktLW5DZRbf8_QmCXW2GM_Py5R0VJ5W8Q5JPZ1pl2J1f4w05TM04 )
Introducing Agent GPA: A Framework for Enterprise-Ready AI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3pMW4zv5zp4vGBw_W43YffM2-TKVqN6RN9T-3ZSGXW8gb8Vz8lbsJHW7mYFQw8Hkc52W5qPLDp8MMr0WVg22Ks6-tFflW4ltphb4NW6SVW2ZpjH235h6T9W3KP7Cf2Yx9_TW38TDjb5gWYqZW3fW8HN25lK_FW1Vv0Sd8zYfwDW7FCjXB6ShycvW4BFzbf2txj9XW2KdfQT3NhSLZW7_F_gR7srVPtW5y0yTq2ZBNDVW5k8t4-3GkfhwW3m3WQ14p2BnSVkQmbD1XqhDhW5yGsQB6MS73SN7vTBW2gsNh2W45KGPx1q_2T7W5YF_KN408ktLW5DZRbf8_QmCXW2GM_Py5R0VJ5W8Q5JPZ1pl2J1f4w05TM04 )
Featued image for: It’s Time To Build APIs for AI, Not Just For Developers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3kWW75gH923v_nMJW2q2ZLK1hfFdgW555-2P7KywV1W6QFV6G5fw-KZW7GdMD-3jbqcBN5ssHQZCZYvXW3n1WzN4dLMCxW8bfr2W3YfN6jW4JNjNg99K9q4W1gMcgx8ykw24N5BHxvZJt8J5VmFQVn4ByhTJW8hZrhK1YGkFlVJqK3R9fnPSXVS-xTL4W5vk2W1Dq1136rDyB8W4Wm1pk17glXlW2Cb7Xc1bsFQ9W5rtLsK3sq9ljW65-nww74W36hW67qRM44vrKTDW6rsRqr3BPGXDW3BlrZL1QrNK0W7Syz1G7jTBJcW80PFyF1lxVrXW4lxSlN3qM4LZW4xg0Jp7kMjHsW8ycYrk8tJtm9dkxJJg04 )
It’s Time To Build APIs for AI, Not Just For Developers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3prCCW8wLKSR6lZ3kWW75gH923v_nMJW2q2ZLK1hfFdgW555-2P7KywV1W6QFV6G5fw-KZW7GdMD-3jbqcBN5ssHQZCZYvXW3n1WzN4dLMCxW8bfr2W3YfN6jW4JNjNg99K9q4W1gMcgx8ykw24N5BHxvZJt8J5VmFQVn4ByhTJW8hZrhK1YGkFlVJqK3R9fnPSXVS-xTL4W5vk2W1Dq1136rDyB8W4Wm1pk17glXlW2Cb7Xc1bsFQ9W5rtLsK3sq9ljW65-nww74W36hW67qRM44vrKTDW6rsRqr3BPGXDW3BlrZL1QrNK0W7Syz1G7jTBJcW80PFyF1lxVrXW4lxSlN3qM4LZW4xg0Jp7kMjHsW8ycYrk8tJtm9dkxJJg04 )
Featued image for: How Bucket Forking Brings GitHub-Style Forking To Object Storage (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3prCCW95jsWP6lZ3pnW1hsdcM1313m-W8pVKFl4Bqn82V9ptVG6RvG7FW7pBNXm3L2Cb1VqZz6k4wDShjW2xmSPZ1lNp8tN6S7Hp03wX94W4Z4Z3G9gqL-zW1p3j288TxhyjW6vwTY92TzqvNV-BMLF6gbtZXM1BzlMdG3LRCDwGYbYg9W5CLnZf5RTHWdW6TCWVK33F7QvVp6y9x7z_m2LN5Wjl3rzH0wxW5SZB_f8LzYtQW49V7ny7NHTzHW7srdZP3PSnlxW25cLd25VmvY0W560JQD52SDXWW4CZMXM8J9_jSW7NRdQG7qJfc1W4dXyMv94SB_lW5fWR-Z5QX_r4W1B8KR58Br-k5N30-lGYVqY5XW7rG2nC2k4GyVW3dcbQx5pNGcdf6dMLVv04 )
How Bucket Forking Brings GitHub-Style Forking To Object Storage (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3prCCW95jsWP6lZ3pnW1hsdcM1313m-W8pVKFl4Bqn82V9ptVG6RvG7FW7pBNXm3L2Cb1VqZz6k4wDShjW2xmSPZ1lNp8tN6S7Hp03wX94W4Z4Z3G9gqL-zW1p3j288TxhyjW6vwTY92TzqvNV-BMLF6gbtZXM1BzlMdG3LRCDwGYbYg9W5CLnZf5RTHWdW6TCWVK33F7QvVp6y9x7z_m2LN5Wjl3rzH0wxW5SZB_f8LzYtQW49V7ny7NHTzHW7srdZP3PSnlxW25cLd25VmvY0W560JQD52SDXWW4CZMXM8J9_jSW7NRdQG7qJfc1W4dXyMv94SB_lW5fWR-Z5QX_r4W1B8KR58Br-k5N30-lGYVqY5XW7rG2nC2k4GyVW3dcbQx5pNGcdf6dMLVv04 )
Featued image for: Kelsey Hightower on Engineering at Scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3prCCW7Y8-PT6lZ3pTW6Z9zWK99crz1N2Tzzp4PBLR9N6CGzq8RnFB6W5sbX_d2y49PMVT20wY3g1rBMW70s65G8LMfcjW5mTG6D2SvNC0W6km9pW8wKWM6W8zvmRX2h_NrHW4DlDpp65KMYbW6lJSTz8yGclqW4h1MgV1gDQvCW1V6RFh714MKzW2wt4F621rSp-W22yVMR6GLqlcW7tjRKD1XYXJjVGwZXC6VK_QfW7H0Xz8186VJcW8T_bbX7TW0nmW2v51LR8s76rwN1stD3F6MX2JW5qt4ps5_6gJVW2r-__83MTk5zW8wb04g3xwzvdV7wJfy1LWhYpW5Xtlzw3S6vx5f8-31xR04 )
Featued image for: Apache Arrow’s Final Frontier: Replacing Outdated Database Drivers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3prCCW95jsWP6lZ3pDW7wwgn15Q--PzN2B4vl934QmXW5LgDvV1MQpvxW8Lc4938gXRW8W4-KP2d8w3Y5JW6rcLQV6ZW-ftW7ryBTR7WBr7yW3N0PmB5kmYhvW11hLp65PW7BJW3JyPHg4STM0dW3hMNMQ1Hs_22W88V1R45PWsdsW85zQjG3Fr9qzW94wGLZ1SRbz3W53T95L69frxQW3wvDHy2HWQzXW3trzPL740DCYN4yf3blMq7ZtW9kf8C36N9L58W195q4l45qb8CW2Z9ycw431gXzW1t4m8Q47y2JwW2xlgSQ6VkVxrW8Sf8d79g--d0W5xRQjZ53N-MYVqwcrz48LGfDW5FPmkn8bp6rVW2FQ63K2pbb1zW7Jmfh25TH1PpW2vNSc76wngCsf3mkGtK04 )
Apache Arrow's Final Frontier: Replacing Outdated Database Drivers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3prCCW95jsWP6lZ3pDW7wwgn15Q--PzN2B4vl934QmXW5LgDvV1MQpvxW8Lc4938gXRW8W4-KP2d8w3Y5JW6rcLQV6ZW-ftW7ryBTR7WBr7yW3N0PmB5kmYhvW11hLp65PW7BJW3JyPHg4STM0dW3hMNMQ1Hs_22W88V1R45PWsdsW85zQjG3Fr9qzW94wGLZ1SRbz3W53T95L69frxQW3wvDHy2HWQzXW3trzPL740DCYN4yf3blMq7ZtW9kf8C36N9L58W195q4l45qb8CW2Z9ycw431gXzW1t4m8Q47y2JwW2xlgSQ6VkVxrW8Sf8d79g--d0W5xRQjZ53N-MYVqwcrz48LGfDW5FPmkn8bp6rVW2FQ63K2pbb1zW7Jmfh25TH1PpW2vNSc76wngCsf3mkGtK04 )
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November 4, 2025
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<h1 style="font-size:24px; line-height:1.1">How React is Still Shaping the Web</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">React is now a mature, stable platform that continues to shape the internet’s infrastructure, despite facing competition from leaner frameworks. React doesn’t need to reinvent itself every year, writes TNS contributor and full stack developer Alexander T. Williams. Find out why he contends <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3hCZYW8wLKSR6lZ3lbW80l8NG6f_qQ1W8j_Jn88B6w8KW3_yX9h3Z3Y-7W3K0d8L4g-WKFW3w6DBh2Nk8HGW10XjxC58-LTSW9c64f93d3ZWtW4tdCZP6sjfJXW7DXK8K90GpXkW1w_9Mm4H0KLhVj8XN55rtlfPW2z1RV54PxGT1VPDlPV42RKB1W3YZV1p798G19W9fNbvk8RxkLQW3mtcG61lRZJhW3vfvK280gXjPW4NhWV26S4-09VmGLQX2Q_JDZW4WtN5Y3Q_S40W1ZH2cB8MHbqbV-ZcLG8CP4sTW61jJHw3LjpfGW605h_C66nLsSW4JdTD-142h2VW8zdtjm4WNcxkW65V5CM4jvZsVW1zxn9x7mZyVVf4LK3hP04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="xLMI8Njy" target="_blank">React is the most compelling framework of its generation</a>.</p>
<p style="margin-bottom: 1em; ">In other tech topics we’re covering today:</p>
<ul>
<li style="margin-bottom:15px">APIs were originally written for humans but autonomous AI agents are forcing a fundamental shift in API design. Now APIs must be written for AI first, which means prioritizing explicit clarity and predictability, according to technology analyst Saqib Jan. He lists <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3hCZYW8wLKSR6lZ3ptW6dKNXv1NhC71W7N5hfD7-dw45W6K3qH-5kwfN6W1vXr058BpCSWW7wFF-M8-7_vVW5M_KL28Hc6T5W4MzcqP7rTHBGW800WtW34h6w6W8t6WSR5zHzsCW2DXqn95cx5tFW19rb9Y5YbH78W2PJYQD3rNLCrW36VYwd6LcdyfW1B2g_h2GjwhgW2vVH4y70d5xdVt9pjW6MCBHtW6NDlKQ5NS__RW5Ws94l2HZWl4W27nWSJ7Cj6d3Vqdv6-8tFcJGW8ypDdd6sDJk7N4kcjktd6VDRW29xDyQ9hL0SNV-Dhs91xVdkxW6Vc7kf2cQFMqVZPkcx2Kcc09W6V6Db06jBvWDW34jMcZ2RZ_BJdqSxM804" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="OXEsD3nI" target="_blank">three habits developers must unlearn when designing APIs for AI agents and outlines other pillars of AI-first design</a>.</li>
<li style="margin-bottom:15px">Vibe coding is out, context engineering is the new game in town. In this contributed piece, Chris du Toit writes that organizations must abandon unstructured prompting and instead adopt context engineering. Context engineering involves integrating AI agents deeply into the development ecosystem, Chris adds. Find out <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv2-Z-MW95jsWP6lZ3mLW3jnt143zzmK2W6v0std3r-609W6B9QTj82svT2W6nL6Qv7cMPC_VyY03W5f_Vk5N3K8jsmk2HKVW281dBm31XhZFW6wNDhr2VQy75N7_GDcgmQLJ5V828dM6d1P1nW74KmfQ30L-LgW66_x7s8dMnTnW13dNZJ7lw_xjW3PJjLf8Y0N0HW77BV578W7vzXTHzCm7DSHc3W3TrRMj8K51VhW2v73br4nGN2CW16750G3RgKZXVmXt0858_bMYW8ZqvWf36ckXpW64rK404B35v6W2lwPDF91lZy5W4fmxKN757vbqW5ywYnN5tfwslW43FX-x6K2FS9W6FNNWg3Cc8nWW4nbXLW17MZGsN5qGjXXfdGYlW1RjmyB6Mx6Z_f8pCqmq04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="FPak71NP" target="_blank">how context engineering changes the process of prompting.</a></li>
</ul>
</div>
<table id="toc-author" class="author" border="0" cellpadding="0" cellspacing="0" style="position:relative">
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3mmW2ylCVn2t3GGtW3VnCjg542PcvW1K4KZW64RyyKW6k3pkr8dJM1jN79gqw8BRY1gW6JqDs24RK09QW2g7XKN8Djq-YW8JF2jC1zYx-PW6ZCCxr5n3sv9W8dKcCN1zw5dtW6g3GRZ6HSVNkN7fxvZRb98JnW6clxBN7Cz7H1W8NF8mg67nsZ0W9jGlyY6dt3ptW3WNgT63b4M-9W10z_js5NLB1BW36KxRG7rxdP7N7ZlKLt2YZP3W6VvHYY27s9cBW65jSml7FCMF1W5BQNkW1_gqRLW8vgbF75TCFTBVFyRZd2Dp3N3W1NBDQt25-4rLW54g_bg2cKPlFf5mLByg04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sO4F2z1B" target="_blank">Loraine Lawson</a>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">TOP OF THE STACK</h2>
<h1 style="font-size:24px; line-height:1.1">Why Agentic AI Needs a Context-Based Approach</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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3pzW3Gm5-w55gTsXV-_b4j4bQ8-9W4-SKn-14jJY5W975ny75NnWlmW4trl3v87h6_zW3bHms739b88nW82cNWr6YydDQW7nyXDw5sNtXhW6-8cxc1QFFDWW6B0x0l2SwSrqN3jG_g-vnMtvW6N-C3W5WZ3gHW3w3sQL7TyjdPW1h33pD8sVfCmW6GkRG643Kyh_W7WD-Vn78_ND-VY2N9p1nP5RPW212dZ91Z3rdkW8xSvfn5k3g7ZW4df9pP1v6Rs4W2dKpG575nG6bVjmdqy49MbrCW1v1X5F3f1tWsW5mlph515Vdn0VP1jWv163F7HW4TCqdm7SMb0QdFr95K04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ndoo+0Kj" target="_blank">Chris du Toit</a>
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<div class="excerpt" style="margin-bottom:15px">
The key to unlocking AI's true potential lies in context engineering, moving beyond vague prompts to build reliable, enterprise-aware agents. </div>
<div class="copy" style="margin-bottom:15px">
The conversation around AI in engineering is shifting rapidly, moving past mere autocompletion toward full-scale reasoning and automation in engineering work. The future of development is increasingly defined by AI agents. This transition is already yielding concrete tools, such as AI agents dedicated... </div>
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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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</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3m3W191lj81-4-WfW98RjFT6pCl31W3dlT721Bfj_4Vl1pzf7T6CFHW3X8hgy30vkGpW1-20bS1BmnB-V1vXG16rWRVtW2swdNg4xMDr5W6KYWkj1S_n6nW8x2zr66s0KP7Vd11Yn4RbzxqN3yRpWHMhMFRW3g6d3Z5dxmtBW5yP1nN5k_dVXW6LZkHX7PyNSFVKPZvg7G4S9XW2GcGJB1knPVKW20WFwJ14RlhtW7gDVf68jmRVVW1Zm9Yj2H0TxJW4rwGt56s6NDtW3t2z0Y7P9ZnyW8p0BjC6lB4kbW4yVQVX6T3g4Lf8PXW0804" 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="aIDXsG30">
Data Streaming </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3nvW1rKQQn78gwlhW41mJ5y53kLxmW7SwL631r8ySCMszJh4fQptcN7Jjt0H_7wYnW3xrVDn16-P7tW4_KW336cw1JXW8DtbbD5mcdlNW42B6DR8FYPhCW1XYgkW1qwB8TN7z8swm1Kg4ZN4LmzpPTVRvHW3fn-jb6SWpcWW3B-7pB9lJvlgW4RSsK54ncRCBW4rWbxH6D5RB_W5tCBHj4WzcN5W4mj0dD4XVx83N6b2slr9WH3QW1PTv6525WRzZW2bPcPX6WlHzQW5L4K4S1xy4TfW21m-cM4clsgXW70NjgC3RfYtMW1qh70T2WLDP2W2QlGsV4w4dmtW6hFyn36fqlB8VG4Kl16s7S-nW8mBFKN91wFGSW78TFBj4-F_1tf5TnMkP04" 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="TvZBDrKe">
Why Diskless Is a Game-Changer for Running Kafka at Scale </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3nkW2fKLWH745k7MN7K0VQzmlKBpVw8sld6njc37W6SK96C2lKTcJN6Z8Yw8mzHqdW6xj0gb6x1nV3N4mT2Pmb-vnxW5kMw--5C52VNW5ByqT75rJ4SVN40KW1b5D09ZW7q8D6-2HpfpKW8yRDGx6sGgrcW5Lct-m2Kxlr7W2dQTY72syqVgW1cHDr15p0N-jW5SQ69N1Kb9V4N3tYgQfK520RW2KrPKb7FTRbYW2sN68g82Z2grW3jpYtV5jb7TyW8rj56d74gszjN2MNBVKCsyV4W2LFjGY6rHZMpW2pJ4Sx8_SLbMW7nxT6q7MDgw7Vk2qD348q1_nf5BH8Nb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="G9dDaEzo">Vicki Walker</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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3lnW44rqHp7g4q3KW5CT5Mq7dLhRpW6hb3kS56P2mlW7Md_9F4GgjjRW4FHf1P4dQfHqW8g1YtT7WhCnmN25vcbW6g1BkW20mHC65JRgc-W15m35n1kf4f1W3H-ZDy83N-J_W885_T1997Y_NW4ZgF8d4sQjz-W6dQQKq42Y22-V1XD6f5x3DwhW2gFbL68fDjXdW79WKjj3yqVqjW7krBqr1XQm42W1012Pm9d9bmpW76Jxxm5lt9kYW6v9PkN8RqmPKW54Qzhb4fZWv0W64lGQ46jhGkdW8XsbCX77MhMDW3CzNcc802ZgPW1R8zYC79JtSnW1b4JBF5zyv0XW50DTVp1rwSS_W1Sk43S79RLq7W6fc1dr7t4x73W1wSYP06PJcz_f4WvfPC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="px2yVn8b">
<img src="https://cdn.thenewstack.io/media/2025/11/cc49520d-jakub-jurovych-2-1024x576.jpg" alt="Featued image for: Deepnote, a ‘Successor to Jupyter Notebook,’ Goes Open Source" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3ltW6mZK5g2F42w3VTVCQ_1ZylDTVnK50C7LBKFNW5mLCnl7DpVNdW4jKrN-87jyGRW66JH5w3lYNdJW3dcn8B3LyqPXW7XdbD-85881dW3dF-Q77rQf1-N72d8JgGsR9_W5VDdX95cZfc_W6R1w_Q3psSS3W92BJRs89MPnpN6ztnjtJY-6GW89kq2B2ZbTxHW4bHL1d6_VV9DVfptZF455PLSW6L2B526cnF0sW6y-dN41V_TMpW6hrvvB2LhR8jW91X6c250JkCgW3x7L2r6MVD9fW17W4dW7Vv925N2qVNBLsSmQxf8gRnsC04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="wJzoBojZ">
Open Source </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3nkW41qkqk2bT3ZbW5PLhW-1jt3wBW1TJ0Xf9dFG6YW9bR7qh5yK_FqW6YPmTq5QFflPW2w749v3qjqT1W3sn8WH66LkLgW4YqXkG3MkDk9W7q_MQl3mtqtRW2JXZjD69285mW5q0LC62Xt22RW3jngq64X9ssZVlJRz06gxC72W3bqgc08w82p7W2HWgpd3z-l79W2ZTBhw8DKF7dW2X170B8fN2QsW581hHr2xDgvqW1kzw9l4STnTMW4F8xg74Jc4ZdW8clqhj6NpT5_W1BQ3dk7dPSHRW3xxkDp1LmLydW8mpyr96MzGpLW42W9nP5-y8z2W6NphdX8X-9vpW7zRkJV65x-_BW7ZvTQV8Y3t_qW2Tfw8_83Z4CxW6k3F469kpw1hf8f48kv04" 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="pJKUVjnX">
Deepnote, a ‘Successor to Jupyter Notebook,’ Goes Open Source </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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3l6W7rKqc74sYBGkW70fTb574TR_SW4kCB-J917rfjVSsTnt1sJvN4W7MyWr58Zj1p_W2RbZsS2R41KDW4z7bCF7D7jywW19dWsP8WD2ktVbFhfL52k6fzW3-nf4G7lCnhwW1f4Cw45Zn1TQMhR-KGHXwHbW5fNgNl7l4CdjN1bV3K2d6kzpW1Zpsf07lqYvSW7Dvgcd6z63xGW3PK92Q9f1342W9kLCN_1-V8bdW6jht3q1rk4VVW7C7l0Z3rrFC9W8LKnhg5qrcRjW5Bm43p8KVVqHW6jYMZY4KJmqgW2YhZl31qrf3Qf7Js3kg04" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3l0N6jBbTRcRT75W6CystY5bKcj-W9kP_Yz5yRXg5W7pqYc84KV9TLW85NCs56gnpbcW77GNT-79hmvlW2HqTbG8X_HQzW1jLq3r5n8k6RW9cWCt51BQTNqW1mPysh4YSHL4W4x4-4w3JPkwSTFb744_pFBhW3MnC331drJ1RW7pQVcW8xyksBW2xM5pX2_SZFWW2Z1mrB5DfjgRW100Fnc116jW1W42WMMG4nQTGtW3vHpBl2SylxnW3KpD9P5r3HgCW3chM2W3bYB1dW25Bs9s4mx6qqW12dw6J47KnJSW7ZGzpJ5xfV7yW3YQ0yT6Sz8L2VxqnbV2NBghZW55KhHd406mVpW8KxtR73sLR-YW5LryLm8JSBJ3W39fVfv2Qp8Y3f7zl4_l04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ywg2xXOV">
<img src="https://cdn.thenewstack.io/media/2025/11/77b1325f-mystery-cat-zoyuef32pwo-unsplashb-1024x576.jpg" alt="Featued image for: Why React’s ‘Boring’ Maturity Is Actually Its Main Strength" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3mjW7hnJhb2MYW5GW8wZ0454DPTBLW3kDTy92JWV0cW8jB1_v2jfN0tW6Bq8st4VK3CyW5F-dhl11Pl_lW88dFNw93lgzQW29MkN510XVR3W299wGl6m2Dy1W3pv_PM87cTdqW3L42hX8XnJZ8VGKtbC7bVlp1VNGrzQ6xmHt0W5cjMbZ3_-FH8MGMtTYBxFp3W7Rw0G23tG_BFW4nqHn-8WqGbjW14SnJ07y4f30W39QdDX5P3b6xN61WrvMK-pNLW6MK3CD86ZslFW6cNFcq39VPkyW4gpc5r8WyMQmW3bbZcN34xJwXW4Ky59h6yJLMgW31bSj21wtx7Wf15L_9g04" 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>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3ntW1-Q4PP4dFNgXM_rj1k6DXQRW4lTG5J3H_LrDW6RNflR32W-2hW8FC2GY4YpLhSW8ph5f-3FWLfrN4nrVYfTbM31W4Rjcsk6d4kSPW9db3wf2CrRtSW3vjPKf5s13-vW1K0Gjz4zM1RyW802fPG3Hz3SgW1JkQ_q5D4xK4N3F6BdVBzFLzW63r7Kg18YGWfW7zCrXN3FDpPbW3P9sDX7pFDfSW1qwVqK2-5hYHW4l-J6L1YJnryW3jjY1g7JhyP8W1q-s_K3fgVLyVzwFcg5xDWlfW6wb_-Q8zDS_HN8zyCnc3dY7GN8lTngTx0XztV1y8L87jCPBRW8gDqjb5PDrz5N2zy9BDWh6vwW1cXwl122cgvHW3gbkkj8gzc5rf3VRgz404" 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="Qos12Pj2">
Why React’s ‘Boring’ Maturity Is Actually Its Main Strength </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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3mYW28YXrH8qjGNzW4GtDyL2XXWgvW64z49t60khjBW1wN5P43s2JRnW3RZJSh8H32jlW3c52YV3pQdFXW696tkR6Ly-xhW1LdQhv63Qf47W7jRxy76GwW-QVG77Sz44vL2cW8wnRRR8rDVGnVwhX8X2PYVVZW1FW8916b80HVW7XkHnY71H_FQW3rcchz13n02wVZhYlc3_TSbWW1qF3x98SZrzqW89xctb5MSjfmW96Fwzr8W4hHnW5BwXKn2tY3C3VjZTNy5w-TFPW7_WnYM5sP_91N7R1MBgKDljZW99pZ243FWJHHW5khF9l80hqFxW3YTPYQ7SBkfSf1mPhM-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="L9HrdM+G">Alexander T. Williams</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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3ndW4sdLfx8C8rXZW2KrzzJ827H0VW5wF0Dn729pd-W1MV87M1_hwFgW2TlljF2N-3QwVkqV7z7M8tC_W45-B4k1K7tqXN7TVwyQPp-89N33JS5b8gch_W6fVlVV7w6sx7W1L9dC22Mn6VNN3Q-3pl6j-94N1Ll17BvVWRLV-y-s93Fs7NWW8DjS6-61cLdVVJcQjF7T4m2jW42WS0M31sZHgW304bSN2-MyH7N6V-C58xXRPZW5nfNxW1S_j_jW52gDS_3JdNR9W2H6j1x77nr1nW1W3kLf3gf7kkW6YHCYr7C0XTNW1nPfmr1hFWVSN64Wnlq5SDdlW18xZjV2HlNGBW8gFwZj36PtSNV7grLn5zcWVxN7Q_LPnkwfW0f4y1TBq04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="LLEmpG5I">
<img src="https://cdn.thenewstack.io/media/2025/11/01e2398a-woman-1024x576.jpg" alt="Featued image for: Kubernetes Isn’t Your AI Bottleneck — It’s Your Secret Weapon" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3nCVH7YnH14tDHQN2ZtR_HWrlH1N43Cmnpg3Zb8W20cXk_41pT-1VyvTV53ygdBxW8_4bCb7-Tj7SW6Y1hLC7h1Vk-W2wMTgn15N4KkW3xHkKV4sJ-JqW997Dcx3ftdCnN801jVhnq7H5N92d9Lz23QYhW5CmLfl89kBY7W74Lhfg8VgMK0W5Q-Z_m9948KjN7GYNVF756GtMDHqGK_rY_PW4MZtLp2r2kVWW3hkH_w8xzfTbW8xQ_LQ1SSkz8W65rz648c2RdQW752jC_93zqKNVKmN3K99Fk04W1dXCbK7TdYWPf8SbSkq04" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3mnW4McgfT4LZDwJW97TMHS5dPypqVVBz227mD8ZxW4SjpGh30qJsTW4Wbg5m7yj_d8VfX9xb4fLGNcV7Lsc06VTnGMW5KVvPx68QTBDW841fZR1ty7y-W7hpQSk2gWjDfW6mLGTZ2HRcjLW8PDc097VG6mkW56w_GC6CLhdVW7sGP-l4v6GGQW6FhL6g8KKgl7W71g-yb8ZGl-BW4S3LN-2bsTGTW6hvyJp6kN9BrW8xPH1j8Htt67W763fdW36R42tW3VQ6-21mgrB_Vq0xmG7q6NtgW1__fpq3S7m03W2HNYmB6ptt_RW6x3ND93Y3jnlW8Bz01n96Gp0XW4KCfvz4lvpSFW84NxWt47l6H8W4WQTkB44pVYpW742B9z7M2SfXf5xCxjj04" 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="0nXD1cw3">
Kubernetes Isn't Your AI Bottleneck — It’s Your Secret Weapon </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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3p9W5LW41z1Ptc_1N4F1gY5KDCy3VLH4LM22WxkbW2LpKDx5N_zF0W5hP0rY5myJtLW5KBmqM36c6tBW6xs26N8D5jcfW4yYn-k1LtT0jVSLDjp1jWdBNW6Zbnhw75KH8qW8vzlSl6_QfMGW1dp54h2qMVTtVb43Lw9dYMxMN5Qj2gTvMnqtW6wJKR981YKk6V-s9dg1-yZrfW2grW2f63HhRLW8Tr5752vhrXWW7ldh3K5KXmDsV1Lqzp42YWslW9j-nD31-R2VxW6Y_3lP1bT-ypW7Rk_J74sXJtcW8SXqCf6YFvh3W3-2mDJ3BGj5ZW1cgvQ53X4ZVHf1VgRWj04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="o9L0BuRn">Arjun Iyer</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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Hq5nR3bW50kH_H6lZ3kGV-fxrL8XK5cRW1Zfcm823TwGmW4hTVkm3SlpQZW5bth5s3-vDPJW12TQ4Y2kTPbYW7PpvPz4MwHyfW37wZwv5mLbHMW8NWFB692RVKBW1kFv1c7f44fgW1XsM017vhNgsW2pyDJd3nMN67W87dkfM192cHZW7-wPQ66hbf68W7vKdqW809pHwW1rnCSd6s63z2W88c2M44bgxWjW3D2Yqs9b_XJYN3G5J4Z66ZbZW7yDbdR4VRJpsW2nss7_4YtxpcW8VrnPs1XBZpdVFPwml5QQqJtW8bGCLv5_1zrzVLmS_734ztnmW5MwX-K3vcJ_tW2vn9nc8TKmXFW79tFBj80BF3zW5Zw3x56c_wVYN28wmlZgChkhW8d4W6322v3mcW8HhJS493cJgtW22K--L41q3L0f3lfndW04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="AV2hX0qt">
<img src="https://cdn.thenewstack.io/media/2025/11/2b1b7fb4-sap-teched-2025-1024x768.jpg" alt="Featued image for: RPT-1: SAP Launches a Relational Foundation Model for the Enterprise" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3l-W53vKMp6zXc5BW85QD8n1rbz9tW99YVck9bgfvqW3XSTXN7wf6CGW4Nrms06P8qfnVN0k9r5wGy9xW59Pf_Z5qj8pNW4vBcV55XvHKzW8xw8vp2SJW1SVV0GSg78rBP3N54bD1K5dCRDV7xBLL3NNkYlVgWs9F5HJdLgW8BLsGv2pPyfpN7XWRGHf91TTW40vCHq6kXqtsW6F0qW390vKpzW1PjW_d7vPggbW65FyRl99HV8bW7ktCK53mQSYtW1Pt2tH4q79RmW1-6H436D3qb9W9094fR2lJpLgW3fP4jf86C5yFf3tVmzM04" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Hq5nR3bW50kH_H6lZ3pWW9d-Kpg50SZdsW37RTz-5tmKCfW6JTx5J4fPnbhW5Ckxtk1y7gVJVRgTZ-3Xks6WW32zrtj44yWYXW3SMzB-1hgFQ0W1fYd0G99XMM-W1pYbJF1MVndRW8rrnDP6xfMptW7dZHqg32vwfnVp-r1D206NMtW29hTYX5bS45pW45TQmb50zD1kW7MW5nm71nxGBW3fXc8x3v4cxdW2GwhV57lqLkCW6FXffm4fplRFW3qgfMD5DjCWWVpPyp-30P-wLW2HGG0n530ljcW7T-tX51Sc1lXW4QjP2F3r6GQRW8kbNsx2Lcn2fVKCzNk7ksWn_W6S-jGF5s3zZMVPpcZf6dJ_RCV-DLH25yncNQW7NcjyT7sL69FW6tkSlB7B0DCBW5Qn5qL7v2ddwW5vCXVD6Hgh_Mf1LcN0H04" 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="CRnMijfW">
RPT-1: SAP Launches a Relational Foundation Model for the Enterprise </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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3n_W36GdGb83LcSNW10JQx277jZHkVB4GwD4PF17pW4LsjhL1nYb5FN28V0KJJCxNqW95lt3B2_QTF-VKFNWr3gzfdhW5_0dr6335yJBW5MywW-19JXQKW2f_sww7zm56bN2wx4Dpkrg_fW78DXNF5yFYN8W1kt0Bk1C6wM9W6n4fKX984t90W51LCFD3wgyXbW2JzmP96Rvh7XW7FNtjX7sgLDdW8ymF0v3VDVjsW2cLyzQ7VSvNfW5dLWXn4KSg2ZW3Tpm4j63FdxqW1_XRLF4M3C6GW1jN_QZ4DFF-DW3YM1268NgdQkW6V9LQJ1cV9gYW6K87Tq2LXLbdf8yk0H004" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3kPW2VzMw27pPZwqW4PT7Zt3PW5HJW29qnB27RPr6DV_tlpQ5v8k0jW25WWgJ279TSbW3QjJdL1LqH4tW5ks0w-6n9Q0bW5QpgNF4589bKMmPFWxt0VHKW2k1MDv30xhv1W4P2GLg1X4G1XN4byThwmYd5ZN2vrQfFR-JTkW1MMl9K1RHM6dW8qjVM697w1YSN73p_zJD7b3BVrYq-w1CW2myN8nxDHh29T62W2bYWq94F_01hW4MPl_z58lgQ7VkQT-p8xwlLdW5V7tMM5qp0D_VrjSBF6Qb2qPW539FSD65KGz-W7W5VT67hbZGnW9jxxtJ25c5y2W7PcQTF26n7DQW7c385P2rNHy5W43tWv87lWPVmW7hdGnM1f7NHnf6K9XG204" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="SI3rbDlM">
<img src="https://cdn.thenewstack.io/media/2025/11/26ffd8f8-report-card-1024x625.jpeg" alt="Featued image for: Introducing Agent GPA: A Framework for Enterprise-Ready 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3lsW5504Bt9bNDJgVbM-Fg4bmSF6W3GnNQK5dDk0yW5M5pM686RxyhW8X5DtT75rQZsW77PwPP7RBMffW3ZjpQZ7B0ZxbVN7HxZ1-rFzCVSCDj83tXWDGVDt3JP94HVzDW7d_bG-2gwxrfW4xl_TZ32lCtQVvMpxt4MzlWxW2hxLQD1sB4KZW7QgVDQ5vVfz2W2RnZXx4Y4n7hV2gdnW7HDgYDW7Rs6d558yTLjW108Hwf5j1kpBW5_shfL2ZsrcQVQMDbx2CCN3fW4bnHyd77YnwHW8SKbxR56tHwdW7phFXT3vR0pcf8wdbnj04" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3pSM2PRhwRRNYQW2Wqq6F55StnNW84Dr1Z5PjhLdW58x4-b6GpkbdW7CXq3D4dPqW5W7x--hd45v3mnW4vVvSM6gDCsvW1rS1N967wdHBVVFCnk44nZMKW8ZjBjS14cF7qW7C8LCG4FMzsRW5mrd4857FYmyW6kKGjQ2JQYvNW7DpMKq7pD6f2W1LkHtG49bzWkW2tgZ373TxFTkW2Hj85r3sxq0jW5H9Xrs921t0cW4r0HFD1lX94xW1zjXQn8bTVFRW8st_YC2pD5gXN4tGrMGLn17GW252QKQ8HsyQSW8TKnhJ92nbngN5sZzJjnXPzmW7vbvSB1DBFLTW186Zc884fHc1W8x_5c78fFqHPW7TJr703cPn0wW5HZTtX64qz01f2-6C4s04" 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="XorprgHh">
Introducing Agent GPA: A Framework for Enterprise-Ready 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3nCW1J4HvQ83LlTBVgLSl62kSjJ6W2YKdJn987b7zW1wsk1G6sl2ZDVpb0lv5KHWTjW78-78T6j7Qr6W98rbqf5Z27wRN8hFhqyHN3RCW6mSsKZ1k-q4kW1147xS31Z80PW6t7gBl3RHwwGW2KxbL72s31h2W1d2yKt5y6kfGW7GPMJj6WYMVNMsqxN5VXXHsVlCh4x3PQ4Y8W2mrCzH95qkRZW3SQgcD8bK7ldW6MDHQN5-k6FgW6G04Y_7lRyPLW9kDQkY6h4_JmW3zFTdC528MLZW4D21734PxzMZW7cLMbm96Hp6sW2Msgc965Gw_yW3cJr8M5h6tzpdhk7qs04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="pnDqbRrw">Anupam Datta</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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3mjW6TdRQF272Y-0W1TY3g794rmFnN5xvMt6tF-JCN6nM50V928Y4V4RGBH60qyGfW8hnRlb8nBPNpW6r4t5689HV2NW5SZJfq7ClQvkW8Y8MBz60T80YVzKP_d561B_TW3NZrsf90ryZBW2cgVG78pk617W5SP9gL72BQVRW2yMg194TzJP2W3Wv51p3kk427W7kjKwJ60Jg3PW3D-8BD80KxKzW4_mffm63Rf80W1PDYB66FCWBBW3cDQjp1KlXpFW4qnqRW39fZxjV-kc053_vx9pW96Hbpv2ySdtwM48FkjHGcSvVfgPz66yX7RCN4dgSMDrBdNGW7lgxvR25sVKsW172ZKB5b28zNW2cV43S2YSMDcW5SFQch6FzzK-dBJmKM04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="fKG/rbFT">
<img src="https://cdn.thenewstack.io/media/2025/10/35c6b952-agent-1024x576.jpg" alt="Featued image for: It’s Time To Build APIs for AI, Not Just For Developers" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3nHW19ZSfJ7_cfnLW6sDR018CK3kfW4nRS_935kDBlN7wmtYBGDddTVSz6v43y9NtBW5vm9wb8w6M4HW5zJ-X_9d_G_sW32gkSS95JrVSN6c6PXD4jBPDW1KHsLN8HFym6W760kNL50wKl3W5FZMQY66VfvMN6rTb48_0MzgW4r6fcL7YhRTDW5TxFhy76zn2HN2MBCmVhfNXvW3RfZkd4hs2KmVT2Cxq3qnYN-W93zwfg210RNKW4J1_Gh18vD2BVT9vWN1ZWxMTW99Y8xl7QQQPxW1DBMXL58pdbCW5d1WYh3ksWmsf4DFdpF04" 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="bXryL60A">
AI Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3pqW1BXhxd7j2y1dW4pwkF_2Ym07XVtXmBd6cDvdmW4cNSyN3ZgcvLW3btc2Y6VjzyMW4DYkQ56HB020W1kS9hH2jhsm-W81z4YN366qsNN2HPN4Bsrk_QV3qp8m1nXDnqMH2h0jncXMvW6YcdQj33XNRgW2jPY-47nSYR7W7srpJB6kqdvCVnclGr3v-hfRW7zbDl64T7dN7W1qd6W75mqP2GVxGsvJ1lpDMxW6D_RTd75RVFMW4Z9CbX1fhZSnW41y3wj7JlsWlW2m84KY5yMSs_W3X9TzZ69VdfcW7yp28D5ryqR6W8XnbZ56PbXFsW5GtSWd2BG4GLW6JMzQF85BmggW3prjN-4fGn0HW50hxqS1cPjH8Vb24Cr2W5Ccsf4gV1TC04" 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="zIkWz/hP">
It’s Time To Build APIs for AI, Not Just For Developers </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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3nVV3vy3c29FwR_W4LySWP4bhjgQVRf6j-7B2FkZW5FfXj-4FsgyYVxc4fc7gyRNJW4GZMct56_FMjMJG7qVgQCYZVyDvps5cWZsdW8czmG585p8TbW3JCKXw4tPjM5W2GTV1h8Y6hydW2GrkkJ1FZn32VS0NL_1vD_KPVd8ysM1lt7jYW2-k5wt3kxDy5VbwqHJ6lgl33W7RnJ_R1KH5K8W2PzG6Q5dH_PGW3JPRzM1pfRR1W73HLLx8MVkP9W8ZtnS46ZxmYlW5Qfq9y1gGC58W874JR914m-VYW5SFfsc72c8sxf85S9JK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ZWCq0vLZ">Saqib Jan</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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3n1W50TNvV4XrRK_W7TMkm345tyBkN10DPtw3wpYqW20R2Nl8xmY3WW4pZC0q70XdqMN2CW66KJrG1vW7FgW8J75MC_mW7dQB3L5LqVCMM9zmHL78zVtW1hWm583FP8WYVHkFgt3F6TBTW8PCwf498b6yqW3crfBz7fjD2JW2Bf7GL174QYcW99C4pN1bDf1MW2Cj0ff8Vvj13W56_3Jf64l-VMW9cdGXF1879clW8rtcN52mXKNrN2Hv3sRY6RSsW8HSwzM1xkjT2W9f-xQ63LfZ_8W5ZK2YL1s79-9W6C2Ph14TBnSlW2gT9MD4dBgFkW6hr-dN8JX0xhW6prvmD2Lhy1jW48G1Jw2SzYNTN56k-R68G4kwW2Qf2h-4DQdjWf2SZ4DF04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="tL+vZBz7">
<img src="https://cdn.thenewstack.io/media/2025/11/f1d0e807-bucket-forking-1024x576.jpg" alt="Featued image for: How Bucket Forking Brings GitHub-Style Forking To Object Storage" 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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3nlW83GBTT7yV40-W2WLrl445873hW1P4sp_4s3-f4W4Yx4qy1SzTqjW8chmv87GLL8tW4PF-8X8BnfnRW5H5jpB58zk4nW40r2sg4x45dRVpBxj16dK7K8W2BHNrB2vc-JyW94h64J35KKD5W73Z64l8H4qRMW7C0_VD5p_HN0W7ccSyj2g4MZ5W5y6DDk2cvzj2Vk2DLB89Fm28W4mHbLS5VvtSkN4WBDhtcnlrzN7MSSmQWYLd8W4NcbCt6JKRJGW7FhSwc2fyBbhW4jH_Fl2d4VR2W90m7b23yDLG-W2SW-n52tR0SJf6xVFyY04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="InKsAjan">
Data </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kv3qgz0W95jsWP6lZ3l7W3Wjtxr1hQ3RfVrc2DW4TJ5zDW1XhLtQ8z0P3tW5Lg5xc4-VQLjW7zbY129cgGq6N1kNBr1g9x4YW1WHq8f2SSvpfW5JxpsC2jD1ffN2SBbQLcnH2cW3xfw8f8VD1WqVhT5Sl7TszwRW2Ww_NY88rpScW97l-1C2gThzpN8mb13WS7KqHW2qs2g26-Mq7lVyz5551KJzCwW4lW3Zh4MFplSW6nTk7l8l6xVCW1xRrHP8G4kTTW892zyq2xVlgTW26L5X15ppsc5W6lFWf64wz4sGN7Lv227bHsp4W1fvJqW8ppRqnW8tMXzl2X3s5JW1Cv21j2-WgvKW94QCmS35Y4LQW5Gch3c4WmnxMW8rKCbB6VDYvhW3d-z2N7rZ9sgf5BW4b404" 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="pEuSPdtv">
How Bucket Forking Brings GitHub-Style Forking To Object Storage </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/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3nzW7S2SRh5h9yCXW89qMXb8GT9LQW6vCQFn7ftLSDW4vF_6P5mgt4GW2MJbt94MwxJTW6zLFt31GJQXKW66nQRs2Yl0H_W4TyBCX3Bc_FDW5cHjJT5bh7s0VWLHkw3F7d8ZN7kjjSb8b3WXW7NXyCQ90K-HXW4fJJyb3S90s-W5ZMPjp2ncWqKW4bd4Dn59QM01W7N3rPw2smKFbMQJjZX3ZDpCW25X2Br8Xx1vsMtVC3KWqb4cN59rzHprX_hSVtM48Z7g6Zm3W6n3yV65MP6VXVDv-1M7Y_nV7W3bhRYV3q0gB1N6Jx9NBkX_2-W8B40W65KlJMrf8fDG2004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="rPPiLHTi">Jelani Harper</a>
</div>
</td>
</tr>
</tbody></table>
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<table class="daily-digest-story">
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<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JC3qgz0W7lCdLW6lZ3nBW51LBpJ60BqsPW8GSkG34tWQ4YN3C3ZWJSy9hwW899ZCx5wF8bbW7TbBgd6GBF8hW2Dx_dd7tvSlzW1r-CLk7dvBTKW8RnrNS1HpbcNW51ltcB5-qLGcW6jmj9j17wSk7F95sr_JZJRKW18pV4J52my6CVjwx38919ZPRW357wjv5HXGggW6PqXnM1JwF7SW7Xqn-0927fDcW7W-Jhr5k0l9ZW5zXlSX2XxQxRW3yH1kM2WHJJHN8y4T1HZf1rvW972P7h5J0rwlW3Dn_-364YNdQW4MgV5j72SX__N2Yw_dfNrB3bf6rGhbj04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="w+6syV2B">
Databases </a>
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Kelsey Hightower on Engineering at Scale </a>
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Databases </a>
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Apache Arrow's Final Frontier: Replacing Outdated Database Drivers </a>
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<h1 style="font-size:24px; line-height:1.1">Speed vs Security: Why Choose When You Don't Have To?</h1>
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<p style="margin-bottom: 1em; "><span data-sheets-root="1">The eternal developer dilemma. Our research with 300+ AI teams reveals how this false choice creates real problems. Teams racing ahead hit security walls. Teams focused on security slow innovation. Here’s what we learned about finding the middle ground.</span></p>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
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Join TNS and Dynatrace on November 6 to explore how AI-powered observability transforms the developer experience from friction-filled to flow-driven. </div>
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Ahead of GitHub's Universe 2025 conference, The New Stack's Frederic Lardinois sat down with GitHub COO Kyle Daigle to talk about the challenges and opportunities for the company. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3qgz0W7Y8-PT6lZ3lGVVVr7g305D0xW8dvkPt64Fp6WN8l8dgYHWzdWW75d7Ng8xjjr9W5M-hLK7s0dnmW7_zkjC81Tj8wVGyC4v6rNr8hW5hskk_1JM_rYW5gyqTB3SprzRW34jPG15hlW7FW819PVB33k6n3W3hYKcJ4Z5DW1W5qhPCz809qN8W8m6KNn5G0bbhW2g0Vzf6zcNrzW5-75cK6YVq1NW4knvgN1prhwJW2jBlDV7C_r_ZW1-zSsm7JLS-cN7ct6kMTY-fvW32rSYS4_dyKxVsw1Sp9jxs8vW12Zmhr9h_TLhW7Gmsm43-rNBhV-XTpN4lmnnQW7j6Bc84yKGpkf4pp0K-04" 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="HXCBW+qR">
Tune In to Watch
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Must-Read: Ken Thompson Recalls Unix’s Rowdy, Lock-Picking Origins </div>
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Ken Thompson's vivid recollection of the rowdy roomful of geeks at Bell Labs who built the digital world in a spirit of open play. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8Kb3hCZYW8wLKSR6lZ3pmW3sbC7X56XvknW5mdBg75dC3t8W2sBvg46cgYWSW5HK9QY4gsjVGVYR5tD8mdxyNW6dN4xW2LhLGHW2pBzGm7wqWCQW2byCvK4sF9LBW54mwDW5Tpn8gN7z9jsRbjlFNN3kBrXNfCszPW4kV44X2q47DQW7cHDjD8vGW-BW9d0xMH1Kz9_jW6d5LbG8pBj6rN8fSt1sdNB-jW1qsV-T1qjmJ1W2R4hHs1d7YFCW3bKK8010Z_YyW41hCQt7DsZ-7W45WBnt3fCFQ0N8ckqBSpKKjRN1V-gDgxR2tgVJX6B77n7zKQN3sNxX5djVQTW5ZmX3C612D6HW8ZTsgn6YgwPnW4js8Ml1r-xc2f6zKkN604" 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="UGdHMNEy">
Full Article Here
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVTvNt8c5QtkW2rvZVl8q0-1HW3_3yVc5FtWqbN46-8JW3hCZYW7Y8-PT6lZ3n0VN420m1XSPZ2W754C5s8dlDsJW7_CFW320LjgYW8Gq59d6M37rVW6XD5Xv22n59sW1j40sd8QsQD4W7hnJ7Z7b34-yW760RM8623NJxW199CZN4WkdG4W3dWbhz16NK21VXByYc3-1zGlW42jx2g6_f5WXW1XFDBk8Qv75nW8wLPgW40prLKW4M_R8b2Y5BgpW5_GKjk7GW07SW4GJJcC8KykgHW8zwFX34sdwwyW8wVrZ-708rv-W4Sm8DZ2TtFHtW8JYsX-4dr8wJW6bxsF_8S2QlFN8yH0gwHhTqkW3h8jKZ6f8BZsN6DGTd4R_4GWLcwdgqszYLf5J9G6804" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="R847pnBT">
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Look: Control Fluent Bit Backpressure With Prometheus </div>
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Fluent Bit’s control mechanisms, key metrics to monitor and how to configure alerts to maintain a healthy, high-performance observability pipeline. </div>
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Take a Look
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