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Anthropic makes a billing change
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<div id="preview_text" style="display:none;font-size:1px;color:#f2f2f2;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">GitLab is betting on a 19th-century economic theory ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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May 14, 2026
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<h1 style="font-size:24px; line-height:1.1">Anthropic splits billing again</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Anthropic announced this week that programmatic usage, including third-party apps built on Agent SDK, will draw from a new monthly credit pool, starting June 15, reports TNS contributor Meredith Shuubel in <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3mjN4_LW5lrg9GhVc6dD33BwncyN4d9DsP6_jN-W3DlQvf4lqvSWW5MSYdl3cH4r5W4zHm5W3Gb7ZMW1RY42x5k-PhsW77d9Qf1JlF-QW40XyfV91SfcYVbkgJ72kctMVW8bwLWK2f6QzqW7NVSrT6hlLbyN2f_ShhtNvvgW5GgSMP5YvTQWW1GLT734ZCVXQW6XxGzv6GRM43W5QXJy23gXsdRW3w9h6v5qZZvLN99x-d49GLwgW6QrHp-3ZCc6WW7MKt7w3Vm4L1W4ZWFdl7-2vg1W2GBkq96HkD6MVts8HK79gKh-W7vxF1g8wJqGcW1JdxJT6P0xtff8W781204" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="DHjByqOm" target="_blank">today’s lead story</a>.</p>
<p style="margin-bottom: 1em; "><strong>What’s changing:</strong> In a Wednesday X post, the company stated that Claude paid-subscriptions will soon be eligible for a monthly Agent SDK credit. The credit covers programmatic usage, i.e., Claude Agent SDK, claude -p, Claude Code GitHub Actions, and third-party apps built on the Agent SDK.</p>
<p style="margin-bottom: 1em; ">The new policy draws a stark line in the sand between how programmatic usage and interactive usage are billed.</p>
<p style="margin-bottom: 1em; "><strong>Go deeper: </strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3kGVn2Gr94vJLjKV30xDR9fqrR0W18kDPQ5Nj9HWN82PLkFHkgn8W7gP8V97SP8qvW3kjJm64H3d9dW3hTSzz4JSNMQW3p_pXR41CtJ1W31cw2x7z4ZJPVBhCM36HNPs_W3hYn0h1H_CSFW98XMW14-P4hTW6B5J0-7NpqpFW1936kv1slk5wVrnyMb3dJyZ9W1sxVdQ4gDL2kW5q16cY2P_PkjW1K3cBD5WxxlmW2D3TwN4ZB02TW6LJLnb8Pvd18N7NrYFv29TzcW73rLGL269WmfW1XlHxG1gZNHvW73k42_9m2jq9W6wHBVg1fcR92W90Xbrn4sPJL6f7DvNZv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="4MkSQZXu" target="_blank">Anthropic splits billing again: Agent SDK gets separate credit pools</a></p>
<p style="margin-bottom: 1em; "><em>More fresh reads from TNS:</em></p>
<p style="margin-bottom: 1em; ">◇ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3mLW8xJDvz5kR0NwW4KKCLg4gNnXhW76c1w-1dzP7mN5v1fZT1xk3FVDc_KS3WttYzW6m7Lmn3sw2v9W5sNkP9939XzZW3HYjh44V0GqQW5-31RB6QKd1xW818T-s39lZCxW8q6k5634T1yqW1rtnQJ96j90hW5xfLVG5gNG7cN2S9cNp4LdgzW91shZx5sMmlKW41MNB_10XJ2_W1mtjHX2MQnQhN8TZZfyPMJ2GW8r0-Ms3Xj8-hVQL3zK7mCR8cVWbdpp3tGxp9W7NxrL94Fv9T-W6TLLyV2c0PmMW39lJHH4gwKmzW3jLJZW2VRhJQW4t2Sgc6m17Gzdk3Lcv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Yu4w3JG+" target="_blank">MinIO’s MemKV promises 95% better GPU utilization by ending AI recompute tax</a></p>
<p style="margin-bottom: 1em; ">◇ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3llW8X3gv64gcy-pW8_bzTC2yjFT6Vslyh25t-784W3sf7CV4GHsBcVx9lH13mPwMLW2Z0g_n1scCjBM7NP4LtFL7lW499x8H1XJcNSW7ZGMfH32FTCGW2GSncJ4V0HnTW1X-vfm6TqSDhW5_T9yP7RpjkmW2YjQKc4klzK6W7BXKTX8Sx6xWW4DNSfc4hrWPGW34dQP_89KzxdW3QdZFC96WVNQW7Jqhv48tbzs_Vhl5__4pTp0ZN2sbr_DLNSvSVNQSq843c_JmW8S4TC02DwZfdW7wmvTJ41fhG5W1djgkH12wV2NW6WSNSk7-RH2PW8Fjm3K2YjbMsf7FYGTW04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JTCMVYLi" target="_blank">GitLab is betting a 19th-century economic theory will shape its AI era</a></p>
<p style="margin-bottom: 1em; ">◇ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3pGW4-6XQ68b928pW73K_zZ4vH-pSVZX_4G1CN7bbN1qT09P2fsCSW4XjnXj5vxBzvW5pVYDZ2Rrgg0W4mP5NR3xWSpBW2-LH3J2FSNzKW1NHWlr4zSzdmV8l6rf622LsQN2rVlM_vxv5fW5l26Jb3qV-07W8wrDLq2_x805W6KLB6T4nqvrTW398kCg5xWqZBW3mzk3h1sbxZrW8bXtX16-kQ0sW1sKQ553M_pxVV3kMTG4LxZrsW7k-KBJ7Klw3mW8fV8ds2Bmnq6W2vvyyk7jJDSpW4sNXj620_mcHW1rcYCH8Bw9pzVYWgTN59XDzXW6kqlfD76KZNzf5_xSYj04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="0jA7Sdj0" target="_blank">Cloud code: Conductor joins the rush toward remote coding agents</a></p>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3kvN2l38GTDdhLHW1z60VG2qWvjGN3zVzZxfshr-W3wbmxx3Dtx8kW7ksbjW4dbsSKW1Skmm18mmGcvW7rv5912d-pjBV693Zt2qpP1MW4rMtQY1gVrRHW5-tRkJ6syFPSW9jwwsl2tRSFPN68ZDFmSDBd3W1HLFQ34GpCYDW2wN9_h65vZrlW4Crcmx5TzNldW1RWrTW82h5ChVlLsmp90Yf0jW6pccxn5x03DyW1nzZ2W38dLBYW1Mmnwd5chGmnW4j1sdN6FPfqdW2j_3l61psKkLW47m5ZM6NKD-RW1DPqcN4cDrQzW4Gs0vg9ffnngW61DHvg97bNlbf8ppMDF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JrAEXaiN" target="_blank">Nick Lucchesi</a>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px"></h2>
<h1 style="font-size:24px; line-height:1.1">Anthropic splits billing again: Agent SDK gets separate credit pools</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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3mgW43-cBh8Q5DR6W1mpXM423LJTRW8GTtHw2rgSbfM8t5D_qknS2N4vT5NMswRrPW6pGQ366hbNx9MgP3Sllr0ZCW2Ckm958JqhWFW1Hg72n7G2dxWW7vsKsY1wz5M4W1rMk9D7M-NbGW9jTMLk3s76SJN3V_L8-qrf2DW3y6HGg5XbPj9N5l8MxqRvDV0W48W6n51m1txNVg7pnx69jyxdN4QTjJMhPHMTW6fV1_v4zCn6RW2Tfkmc7hkhSMM_WltcdkzrgW5jDttg4ZSqWLW2D8l-w8C1xsbW4jjQxH3wjFvrf6kpYKR04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JZrd2Rni" target="_blank">Meredith Shubel</a>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3myW8ym_hm8s9yStW9lDwGs5bxLFXW7Mf4nx5WjGYLW5HMTl750tR9CW5HJqDS4SXWb9W3YrRgQ8MHGvwW2mqspH7hjVxfW2pJV6c2zpcYxW2P-2jR8sKdDbW1XJXqf5JqW1qVlYmZk7j3_P-W7xnrrL5LkX_1W5ybt-c97-dybW8cqhwK7QClLZW7gkNGy52VH8wW1JJLCy6sDQM1W666jnK16ffJQW6cGHHB2fy9HCW1fzjRK2Z9rnwW66Y3jK8dJ7XmW6X6MHT7jTSXSVjbZXl83lsVjW5hxj3T6CYSGdW2hzVfQ2_DkPYW7NMRg14pNSTJW58KClV5n0J_tf7gHwpK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="jdsQL6R/">
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</a>
<div class="excerpt" style="margin-bottom:15px">
Anthropic splits billing for Agent SDK usage starting June 15. New monthly credit pools separate programmatic usage from interactive chat subscriptions. </div>
<div class="copy" style="margin-bottom:15px">
Anthropic announced this week that programmatic usage, including third-party apps built on Agent SDK, will draw from a new monthly credit pool, starting June 15.
What’s changing
In a Wednesday X... </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3lQW7KQx3Y6yt-BgN8PtMlD7HLLPW7hjP0x3KJB36W2KgRsD8V7l0DW8LK2dB52hwjJW8vT-f447rkMpW5LtShZ7qjmxTW6-rlFc4MrL7jW2VXnWs8M6GYwW6pPwxm6q2cG0W6YgSWc3XY67mVQKWyF8fyZQ2W1zt01z1b4CWBW5FyXxd23hXp_W6-NlL-1K9SWHW6l2JkH8lvvbvN5YbY93-VMJZN6X-w4gskY-KW27tTJh5G-jN-W7dQ77P4gvVz0W419wzs351wLZV7C60f4y0fxpVyD11q7l8q_LW6bwNjY1K4fF0W93x9_D7VR-bFW3krRpn1zS2Jlf8M8Kx004" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="gc2MVk6k" target="_blank">
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READ MORE
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<h1 style="font-size:24px; line-height:1.1">Your delivery pipeline’s impact on AI productivity</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvv3hCZYW95jsWP6lZ3kyW4_VKx53kf0_gW1y4FDh7CJllBN3nR5Xk1R1NKW14qZ6c2lSTKVW9hrrxM17zzbjW4h07Xc43tlJYW4lDBFC4z_5j6W8n5cnY8fRBMxW7BHvjG4N-K7KW5M7n4f8TJ-FHW54fk0Y2p_NvZW2w0Qym5mRFTTW1nBZtn8DhlryW26-02R81PzmvW7lrwHp5v4CJwW3Y0-4f8ZjYgdW8Fvt7l7KGlMfW75jjgL83TNVHVy61rK39ylsSW1TMBQ32kfqPpW7G0VkH2JDXVyW6d3GKc13W5K1W3JL8Lm2XsyYgW4wmcb53Z1mlrW4ZBT8T4jy69SW7rVY_n6fcZpxW3BKHj95tGw7rW8cGPyL86rYfzN5ZqBgcgbCpjW378kMt21cDQdf4ty85b04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="RQE5EERd">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/05/f97c014f-octopusdeploy_webinar_7may26_ondemand_16x9-scaled.png" width="640" style="max-width: 100%; height: auto;">
</a>
<div class="copy" style="margin-bottom:15px">
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Companies are pouring money into AI tools, yet software delivery isn’t getting any faster. Why? Because AI-generated code is being throttled by manual pipelines and outdated deployment processes. Learn why your delivery foundation matters more than your AI model.</p>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvv3hCZYW95jsWP6lZ3pcW5zMg8X5P6tDtW3K2ybf13z-kbN94sX_tWQ7DRW1dpFLx37rnd1W6QHWhL650NRVW4kk_MP398ShrV_hDSK5SpYNcN7N3JnnmfdxYW1rkNwr7CZLNPW21L0w35V_Ch-N5FLjT62WyxDW5LTQCt2lVL-GN3VLNh1j6Ls5W6pGFTD33nDW1TBM_w4XWCynW19Bj8c6xgvJ2W7ffMjT4fjZfyW65dvD26qwWthW4zH5T280vlZsW2ryKqC6MmMj8W24x3yH4VGDfGW7YP1RV4LwYRtVYr1m62TJDgqW2ktfM_5L8l-PW2fFjPc7wfcfCW7bB_xR1nxT0lN7pzr9bphqBWW3_QmmH8skSdXW3txr0S2WQlYPW1WCdGK5XsSq1f5yxpv004" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="whWVXQJr" target="_blank">
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WATCH ON-DEMAND </div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3mCW63Bdby73Xd3vW24WpWv7CPFsRW5rF_wZ7HpC-2W9b9ghg4-yq_bW9ljLxk5Xyk4MW97hLBH3dwS2DW8YcQQF5LYnxtW7qNkg-82JnC-V626tV97mdX6N8MwHLSP9YR9W5smmPN5FgBYdW6lDv0M6v4lrKW7vR5Xf41cQXlW6wMYFy4cQXF3W7HldhQ8hrSCcW6dV8Kx3YCkrRW77ftbR2YKfKRW4Hd7q189R9n_VW7p5w7j6qDkW5lSpV-24-kgCW13n6VY8XlTKfW3xCWTy4LhSPxW78TN986dP1dGW27ZtdB3C_9X5W2kF0qx4yqR2KN8Cc2gr8p1xKf20WD4404" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="gb06Vjij">
<img src="https://cdn.thenewstack.io/media/2026/05/cb8b4711-getty-images-fluainycdfy-unsplash-1024x601.jpg" alt="Featued image for: Cloud code: Conductor joins the rush toward remote coding agents" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
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<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3m1W71Gpsn22ygBvW4wg9v-88l4wrVWx0YK6nHBDWW5R0PLF8cdkkSW244frN60tGT_W23TMCH3JKHKjW1jFGs826GYDBN6-TqtSHmCrHV3VvMF3Wf37tW2qMq9n87PP-mW2w_Yd23nQtL2W5V-HH852l1dwW1Fkd3663HbvvN4HLrJvd4gwSW12VzzM6N_LqzW28Gpv75DbXR3W3KtHQq8CgBHQN52BQHnwHCR7W41Qchp5XWWdGV_D8Qq6clp5BW46GHMY6sQhsVW6fntyx4jZ07mW5NvbCp2j-B6_W49JRkN8QbcCSf2_bn0W04" 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>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3mZW11-9nJ4s3Wj_W2qtd7h7bBsRSW5bqDN888-q9jW3yTJtw6CzLTtW8B46k75mdRGHVm2Kfm6M1xDfW4DdpP819MrTBW5cLF5l3CR4SWW5kpCdk85GmHtVmM9LV2gJz19W2DfyZw60v4cmN1YP9zWfDsjjVrV1jn8kBn6VW5PDNfV8NWMQ9W6jT-T22g0TkvW5H7C4S1LfcxYW2G8pcM3sF0RbW7S8t8d1yscMcW2l9_d88tTzTxW7qHD4V6G4wP5W1bBZ6b5L1M_kW393d_X7--zZWW1LnDMs3f8l8GW5gx4t45FFBKXW4F_b4_70s65xW2HZhvs5F7Z5pf8fMlRC04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="b4wwmsOf">
Cloud code: Conductor joins the rush toward remote coding agents </a>
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<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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3m4W2kVNpT2YC0qrN5hDKJtL0k96W815HWB7FHkRZN3WHcm6NmmX8W69yXvN3BBZxbW3JCqHG6hqkN_W6jJXLD3NJg9CW6dr-DB7CkxcXW5DZKS-25G799N48wFPc3mt_dW6zghP04lbW0QV73M2w5MGbCMW77bTR_16kR-KW3PmBY63FcJ1qW7Ccx255XdPvgW5_-BNH3t7VrdW7441v21jfmw9W4knK301CsqxGV6VR2y637nVhN2XJqg97FVYdW4XtND89c1C3lW7lggDv6-Q1wjVNf-FH2FsMQ4W8cM2642TP991Vf6dvY39h1BnW2qFk8Z5D3Pwdf1cvJ4-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP">Paul Sawers</a>
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3lKW7J4JjX37NSY4W6GBP_S2Lg39VW5wdXBw2SxmqVN2b8Y50-NGtKW3_Lz_75T4ZTgW3xDmmz5xhqJkW8Bs23v4R38_WW48h57h52nTWPN1ZDs7FxNLm3W8GD0PD7TsdbnW47DCKW8vy-fWW70z6RN3kl65DW24RGjp7Y3yqQW2hYrgm53471RW4SsXHc31bZblW1Qghlm994_HGN3Gs14lnt27WW52JN7844cB5wW2rX6Cw39Ml0lW5_5Q1W13DRwHVW2sDC8P4DbjW6W9js48Mz-F7W2zS0lk2Nhrh7W13wVzm5Clw1mW4ZVmwx59bdn8N7k2lM0Zljb_dLjNxH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="9sZbFBA/">
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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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3nJN8qq0fNW3tTRW1gKSYP6_YptGVZmlmm1xxMjtW5Nz2zy5v5RpWW8bbbXJ3kbrmFW7p6hD98lHPy6VSCJ6r2PHC5XW1RNxjx5PXYw2W1KKNJz5Prs4rVPhk1V4CZBKQW8VgkKT5YbPk5VHBq4f28gNM-W2S1SQm6Q4jp4N4kmCx7hjqFXW3sqycK2X2JdLW4D4fyX75zpQjVRXxwD5bs9jmW2bQ88q3gYB6PW8jwk908MSV2wW2xgPQC9b9zVJW5qSPMt1K9KnlVMFFYn7bMMpqW2dGWXp2pxMvkW5qP4GQ6dtctcdfjXY004" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3lGW4j42_b64W31MW7pYFvk3g0Z2gW4VjBMR4tBRCYW2gmFlQ8p31x-N2ms_27qQSkNW8l5FvG12Mwn1W4CLklc5gWH1xW9lYD-894JWqKW6MJZ_D8ZS4kWW7jBdJ44sW1SXN8rm4cjhgFV5W27_Bb48CQl3BW7YV2Q_1THqqcN5SVlXhRFyslW2_NZg36lJ5CnW2gBMV_18QY6mW4yV39Y5-ZGf4W2t7Z0q2QbNXkW7XR35b3_j5sPW9hqnxm1LnKpFW6H6zs18nDyq0W91fW9557jwVPN8wYCrsJl-dYW9hGWpx91953PW9ggJGT2RQjXzW8n5QD58jGNG-f39lgss04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="v22sH1qO">
GitLab is betting a 19th-century economic theory will shape its AI era </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3m0W5bscvx6vWrDFW5002cm1pDFBlVgW0205MktxjW3ZcWTg5cK_8PW2QGHfm1hcRSqVcHt2f74Mn_7W57bKQm2hwFB1W37j5Vs91L9txW5kzCgH1gQFpkW6wVgYL89n0PCW8s6qtz3PwHByW3k3kBc5n3PFYN8dwpyqKmNL-W8t7fd98RZg-RW7pfSFS8nGQ1jW1_6cQ44FsYCKVdmky66BcjTTW2G2vwd7TzsQTW63JRjy1Nf1h-V5lw-98LtTYLW5m4H7h7prM_RN2DshJ3_pdGDW70YqXk5f4s6QW4TYZn01VSKsMW18PqPh8MJmcWW8m2H5x2bCjj6f8QSkRR04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="S/ywSdqM">Paul Sawers</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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3pDW3J022t4PWm1jW6mdsTG1s5GgmVxGh0B5-vkyDW5yvfTC67xJFcW67js304ysTQmW60n7hg61czfrW9fdmb845Qc5hW5KvXlz4bXrZzW8FywSp4w0wqWW6HLj6372XkKLN5kyqWK_f_zYW75g0dx7hmn_0W4slQH66NXfJLW1jJnyW5dyKxSW70TKyb8SJfnFVQZvRh8FQ6ySW3PsWKX8J-hRGN72rLsPGbnZPW36wlkr8bwzvGW9051QF6jgW_vW9jSBrS6X65YZW5DDQp38FC__2W7VYN3064jVcPN6ypmZYzP3WVW6GKfDT1pBwh2W7p-nnf5H6B0Kf7Zhz5204" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="+JYQBPBI">
<img src="https://cdn.thenewstack.io/media/2026/05/991955f1-dina-gazizova-i1s-tufhree-unsplash-1024x819.jpg" alt="Featued image for: The Rust sidecar pattern that fixes Python AI’s biggest weakness" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3ktW4nLDcw3rg7Y-W3NZmLp591P4FN84Jr_1DL8xQW3v9t5p1Ly1gpW8m9-__6VhxgdW24PDJx2fTSFcW24dMm211Bl4kW3fPJNC1RmrRZW4cMc6k821z7hW91c9hV6kT7zcW7tlTgg1ZbDp3N79B9kt-ncW9W4KG7KZ4v45V4MMQZtnm_DY3W1y_-7C7JMPGjW8J1vfZ9hTWpDW4HrNrM1jXbR7N1frpzqPrpGTVkdSK08hknpnW6NhNkg4RRMfVN3GslCHdYyZRW1LQ5-35C64xrW71kcY-4fYkXwW877vzm1db84Ff4VM79T04" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3kBW8lj06g4v3CwmW5ckxS074YLLbW6bwWPZ52wScMW7GKtxX2k5fWRW1gh8ms1-QXZ2W5VWbYL3SDvbCW8_1_Sl2V6D9ZVWv60-9ccZLvW4rBJNN2l0pjSW5Lvj4V24Fp1qW86w-QM2dChgFW1Fjyn52BrR8WW11nwZt2ChfGrW1zfWR390ZtZQW2j1zsB6KWF-QW3tLxFJ3LQGpjW4QQy7v58rZ6LN2VBLhv2Dw1GW2MxNZr6rTFS_VdqBKd7g-NWQW3tm3y_1Qsl2jW7D7Shg3nr1rGW2JMVqM3Hv7bzW2f3gQ96vxHXbW9fXHm226Kh7nW91ZFmL5H_d6Tf2cyJcl04" 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="fT0xf8x9">
The Rust sidecar pattern that fixes Python AI's biggest weakness </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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3l3W29lymS5gYs8cW1fsYND827NSTW3yH1Z65S2wXxV1SBhV8g0l4zN4yBQpwdCzkxN1-QZWRW_xP6W8l3Kls7mJbSLW2bsdHY8pTL7PW1jMC8K92h_j8N7pn1zndw84HW18MZ3w31nHr9W23x0Dd88sNNJW2GlzYg3KfdMFW3x0Ygj7pJhjMVgJs3J8vn_fhW2lRP662S7vmcW1vfj_91C2hqBW4PSH2C69G2s_W1cfXtp8v7CzSW1X675W3wDW4nW50vH1M5WdyMhM_W0X4X-RrvW7PXPjd6ng_lbW2YysFh5RC12MW3lcjdc1sCrlLW4SxqR83QFHSBf15pRKH04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="7ijA6KEV">Boris Chabeda</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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3p_W43mNGp76ygvXW3ylMnR3F7zsVW6B14XR7LctztN7S9nfhkXDS7W6g3j4f8Px6NYW9kVHlb7nhr1nW5xf0rL8BgP4JW3Qktc53SYVQZW3Pt30R2D9J1BW72kqtQ13rzQSW87JS3d3gGfVlW1w_-7G6XY5b1N69RLl1L8Cw9W1XWv3N6t3k7cN178HY323CDNN5ckLt0ND6w4W82wx883Wh0TnW8Kvc3_96VvkrV2_hts2VXtW4W76z7Lx4n-yQRW4bqZNp1tZHbsW6MZ3sV8C6-PnW495fJl34X7VhW6pV5R33b1n_dN3-zGCMzBqz5W3wFXkw49dZ44f4JV20004" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="fVUaoGg8">
<img src="https://cdn.thenewstack.io/media/2026/05/92d81560-thumbnail-10-1024x576.png" alt="Featued image for: Fivetran’s CPO: Closed data stacks won’t survive the agent era" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3pWW4hlWYL4xL9DTW33Xr917FF3xWW3Mly1P5Nry5BN1nqdfqVkvWjW36MTHD2xJq_GW145s0X5-TvbSW6DgGXd3TKKKcW5RgmJY5HL255W3l56zL5zWy4TW79z8xD67Lp9kW12wFwY1lpjvBW6JC0fx7rbRrVW3SVXYW2jyM2VW92GSgn8LmVMVW8C6wql73lqlZW5FXbPN1gYXczW927HvS4xwwf5W4Q5xXk6wjD2GW8lgT1c4vHy9HW3MLTtd1-fdpFW2293ch4-CwjZV9ZtCF5bc5WgW84Jxhq3mLXPNW1cbVw44QHLw9f9bVDYM04" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3l3N5Dt9vzqhvD1VF-QST1Vgw8YW4Rv4yw2nypTqW3mCpVY6YZt9SW3Xv8nL4qnpzCN2wqB1bRWLXlW1y8lPV7n_xT4W784k1b93sJ5wN4MyP6vHRMw8VV_1Rb28B_0JW4pDC_F4s5HfkW2zwsxW3fxRSNW5d6v7M9522HYW5q1FMB6t9dWsW6lzB0c1hGRCxN3R1zNgk20NRN6VXW9TY589tW9hDz5Y3nc3p4N16KFSSshjnNW4X6nBP8T4jYlW96182w4Cp4sXW5LqsL-5Yk-x8W8mWrhp8X1ZFJW89_DR46_PDhJVgRr2Q3pWQmkW8VNmj932V6FZf4XkwhF04" 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="fwUY1DRn">
Fivetran's CPO: Closed data stacks won't survive the agent era </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3kZV-m0gG195_DKW31RCGC4b8BqkW4sQLXK1zLknWN8MfZ8jdHcHGW2gTbkB49LsrRW770ypV2fTWsgW7pCRBq63pLKWW5BwtdX24zkRcN1WxrFSGZjB8W7phsNq8H7yK9N6WFS2PTv5MzV7zXyH2L8QVmW7R5l2Q1qldmkW7fhfsW1_jRl4W8sXwBd3M61sBW6q4ywq29Z0nXW5BGbhW2bMdrMN5vrvFtyy1yHW7KY-jp6yKZT3N98wNdwy2TtWW33W87y4dVd9cW63YZ6V4htY7sW5Z69jK5JNKQQVPF8c66X8fvJW8QW1RR42c3VlW4Y6VMK6p3H2ff1FWcNg04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="GrHITt9x">Matthew Burns</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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3ldW3qlBFX2TlgBlW9gbpFx5FrPhGW1YKglh2CQwFdW8V4TC76C-n4CW8_46-c7R2Pb5W6_hLnw7F4X1KVrL1J11WfjWGW78w3V6128yCcW75Y9K061CpnGV9J1kg55xKLVW99NmZP3wbfpfV-X8x224509pW797YtD7qYwDvW6KvhPB11Mlh2W3d5HjD48Wtb-W958lR08ZDX4XW7wVZBT2vry3MVBlWzZ2ZGF06V8C2F24PVrqhW5Lfl3C2NvTkbW4b725r3rPh-rW5Cf3BQ53D5sdW78lTWK2x0nlxVxDM3t3dGMz4W76bDd91H92vmW8L56Fj4t2Mvyf4NYXgM04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="klMCGKCJ">
<img src="https://cdn.thenewstack.io/media/2026/05/f30e3075-ghariza-mahavira-vyyokutbajg-unsplash-1024x768.jpg" alt="Featued image for: MinIO’s MemKV promises 95% better GPU utilization by ending AI recompute tax" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3lFW5WX8341QRVGMW3s-3HJ8Nr17LN8rck4LSSZvjW6tt1y057bJL6W1jSNrj1L_wfyVNzj8x4Rdp4yW96T59037hBSpW72Nmbl6GD6HsW8bqZqh1RBB79W125LQN5n-0cyW6FqCYm2dpq0GW2s8tgb5mVpjNW4rFbLJ1hjH6RW284cWl2b8SnsW3Zz-bp31sN3VVYZG646mLjXnW1lryyZ8hbLQVW5nZWDQ5wQNNdV22-zW97g_SyW7fjdP08JFnm7W1_gRQf5LS03HW8LvBK38NkQlPW670cQ325cXh6VwQWGF8HfSL_VxD-807BnVYbW9fZTC96RmKCDf51G4bx04" 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="Yl8QK0Uv">
AI Infrastructure </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3pXW2tZDsb31VBTyW1Znh4w1_Xg3jW27QCTs250S7qW3zrZpF87bnnTW6pPjCf8d9qwxW4cYDK39j7RZZW3x0XVs29mPsZW5DvnHD5H5q85VFG9bT8ZK0ylW8Nq0WP1Jw4bgW4__Fwn9m02YfW1x431D1JczqGVYhXH530YYsLW8WgLGz7Tx6SLN725CQ6f6756W4_P2DC7yyqYmW71RJYJ3nmHL5W524XZ865cPx2W1DY0BW7ddGvGW8kx9NW1fgZ3VW3S9fTn1wDXztW6y87Cp6HTm3GW6JyvWh1VxWR1VCtYj340wvZKW6LZD2q7tPY72W24ZjHx3FR3KGf2FskbC04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="Y1fCYMyy">
MinIO's MemKV promises 95% better GPU utilization by ending AI recompute tax </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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3m9W11w87X5N_Y7jV63srL3K0LNxMSRZmbm-bZCW2L4xt43ndJT6W4_9-PW2swhddW1JyfgW8gTrpGW8PlgNr8lxBdyV95cym6V5nTRW91qXqW8RWVfGW25zMkS6dbDKCW51VJWQ4lmMLqVc7p1Y5Gl5VtW7TRPMp18m1mxW7dr4K37lDPJ2W5KZ_R86QZhjGN1shtSsBx94GW41B24-2yl8W_W8wTMqv6cfqW-W4MJCxr3RFMWRW24Gvx48HkbKsW9f7dXL5pClx_W7t_f9T5yYBG1W3PHGlP2Md9jWW2QS8Zg21Xdv7W6v1xPl1CsdXYW1MFXqj3yFFFMf5hp9T004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="qXcC9LlC">Adrian Bridgwater</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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvb3qgz0W8wLKSR6lZ3nPW8DLQtz8LnXFZW81bCT53Yqs4TVCzqlT310vhgW3bhkn56h6bSbW4krVNQ95Lt1NN46-XthwvQmxW2YQbC5565MMxW98KyBx6P-5b7W6Vw2WV4DvWtYN48czPLFMLprW8qGs-D27VcnvW4LlKJL3SR1ZjVldfQ_7t3wzTW325Jfh4scgfTN4Xv6pkv3H5tW9hVhPs3g6rYbW40DzDK3GQWXzW51WRs24SBw6MW2-nD1V2KFXSHW82yM1B5fSTy3W7xMv258lS36-W4Y2CCK7xZ1PQVhzysS8w6Sx-W8HN_HJ8xFK3CVTVFL_5_G2m1W82VRwQ24jKpfW9gqT3K8d9CLdVGtr5C8Xd-GTf4Ys63K04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="CG6CR2VR">
<img src="https://cdn.thenewstack.io/media/2026/05/e32dce9e-naila-conita-ippm-klan0c-unsplash-1024x819.jpg" alt="Featued image for: Red Hat’s skill packs give AI agents something a bigger model never could: 20 years of institutional memory" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3lKW1Lb7C97XZGxgW6_pNDm6kMP49W5BYgZ_5cpJ3LW8VznNM1fgd96LHt29sXJcxW1KGRgf2tqRLGMR1yPZqyKBPVkzBdy6cs06FW7mWfBJ8Fj87TW94YBCC7p929KW8RQNs876K8_yW7_J2zS7ssCZGN3jTXmQCvybxW4ztb-R461l6NW7Hz0qZ46TZ8jV_9l7K2TFcx_W2wf6MP3cW5P4W5lbnYy7mjlm3N3j3z3qJX75HN1YSD5mVYshVW5S9_r593zxmkN95VC8b_GFzzW4gkBY814-T8DW9fhJNt5JxslTW408zYn1mpHKSW78cLlQ48gJDyd6dH2404" 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="+V0YxkKX">
AI Infrastructure </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvb3qgz0W8wLKSR6lZ3llVTVbNb6bHdfBN3GKBDvwT4d-W120RC18K1HWGW2JrDRj3wZNJvW7RTJc64pJHH4V2PSdw7T58T3W1qc4lL2ZR6P9W42C2Gx6h5bmjW7K4Yn86J0YdhW4gBpDn2hL_4RW2jhf5f33SL5yW7ZZfPq6BNhX4N7TJqYqMRZbxW7DRMKm5FNSK3W6BL_WB7JwbW5W8xG48Y5XylwSN6LV_BFhNLB_W4sxnms7G_DHGVT-rY37MnzZ2N1w49JDlHJFCW37jPNw1ZtnHvW25fK2H1XwP0MW2Mngdw4GMnzzV-9xG173GyTgW8P5BjP1-d4-tW3qxKPQ37Dj0hVkdHD92thY9LVSSwZk22pnqXf6Zpv6R04" 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="J93IWOBq">
Red Hat's skill packs give AI agents something a bigger model never could: 20 years of institutional memory </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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3q2W78GH2j3v_Gy2W8MtXQj2j0-zBVL4zY38YZqDBW1nGz5D9b0DhDW3cnS1V2G4_6BVgNSq56RqkLXW7STHLQ67tpdjW2bFcTg4zLcX7MPPycXq0mc1VyTFC51DgzJZW8dn_Zg3TtDY-VLTjC41mMfJBW34cZK51Th67DW6RmYFr3-7TN2VstcWt3H0gCrW1DW6jq5x83PgN3qvzKrbX5RYW2-WT1t2701VHN9ljtWCJrvg2W8ttxb063RJGKW6tmCJv5VPV3dW5Gnd8-7pmMknW8s2VMp4SCtHpN3YCDnqCjMsNf84xwGY04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="R1CcAwNm">Steven J. Vaughan-Nichols</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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3pMW4qNlVs4Y8RhzW4h_2QM6nnQXpW1Gpc-H3jclnXW6jGNF340qPKLN8WGDfF9Rg3DW5klH3v6fK-JfVgZSWK40tlszW479RNM2gbfwrW6BtjVT99R2CRW2JwtjW2FCCYpW9cyVS13m3KN3W19pl3C2k_FPrW8vBlS82ZTZfTW6gtG8Q5zlHzyW8x_YQz7tj-gMN435xGxT-X3wW2LzG208490JnW3yrRQL577qGmN85FbkmhF3LhN79SQ2mQyh2BW4zpYpP6L11LVW7j0m4P9bw6FyW4vykYF5bNKrFW5GV3tw8LZNmmW83klyL1tq-7pN4Qp7QdpNqQKf3bH8Td04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="BzUhZSfv">
<img src="https://cdn.thenewstack.io/media/2026/05/ee2600c0-monitor-dashboard-1024x768.jpg" alt="Featued image for: Anthropic’s Claude Code agent view is a better dashboard. So why aren’t developers convinced?" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3pLW6bbrqS1tz0j5N83g44XGJsMMW3DPn4q62zS_hMZXsjHNYsmRW5JTp0J8XmHB9W17w0m05KklrrW8CfjmS4grJ85W7MFytM8PyVBPW7KGw6g2nLttNW5nmK3b8JQVpPW9hRzfh2mb-dpW2-x8gw6MB_xzW2pprTM93ZtShW2_xvrn5MthBDW6sCBCs4bgTyGW3lDrV15Q3WNvW3GL8208LwPzBW8lXqN28PwXVmW3C4R1b4fJ0_0N26dDZjBM3qWW4mMXDd5dnDzvW68_kfH1tGn9ZMjs9klXbpZsW1ZvktJ8lJGWxf6QpRrg04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="6m6DUnMh">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3mYW8jYRK530YzLrW8Z3mLT3LLKqvN7qbpKrNJ9h7W6gR44h3bCdDrW7Jrpqt30KGRKVB-p7M5nXXMyW1ZtsRj6mcFzbVxFyXm574Gs8W4tClj58810YyW4ZY9SL1XMqq2W5vDhRx33CGwtW312_j-80Lk81W42kyc483z4lnW5pBKq27kF_4tW4TcqvM3cMgV2W2Yb7Q354HXGgW4Ggt3n1GxDDNW3bp_5212-40NW6hv87X7pg6wjW1Mn-Hg9gD2QJN6gQnDWwYfl3W3Ltls58F34kMW1GDMmD41GZf2W6hr7-S6YRZZ1W5mW1B04dgnJ_W6c19Xj3kF6M-f2yF8mz04" 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="h2ExUydk">
Anthropic's Claude Code agent view is a better dashboard. So why aren't developers convinced? </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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3p0W6FMVfh8lpGb2N2JB2VM57VDpN1yrv12YTj6jW6K4Nf14z4ZkHVRQFVt3qKNnNN6vmNcpW5Ly-W35fMWM37Th9xW3MR3vR1lgP-fW5mRx1Q6L34rjW4xV1jC2mWZJpW9fYtVR1HHb5fW1M2CjX397PbnVXZJrW8F_gyKW76tV948sd5DmW4GFlHT6k9mg4W909bNQ5BZc4NW8bWz8Y4MqgHRW3DyRcn4f3KvjW5jlRbk4cbL3sMxFs4XNX4JHW5kqxWF4fCpxZW18WCVd56rW67W2_S3Gy42-FRrW8Lw9cr75gLnqdGPxlH04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="fkh0PjRw">Meredith Shubel</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvb3qgz0W8wLKSR6lZ3l3Vc3bv03QtSBkW2sryQG7P8-TqW5tn1_p8bFkQnW8FZhtZ70g0_vW2gq7g46chCnhW91NgDs6dS5N5W59mLG066MtrvN59PX0lDcjcfW3JJxpB6nDZ4xW63LHMY6_LP3kW7LW84P3WvPP9W5SHpC87JLMp6W2qfM1Q3_Sx2FW8BTCsJ5KPmxbVFfNsh4Q0m42N1_hK6773SKMW1f5fq34Ddy7DW1g_g1j53-Gx1W3z1wxJ70CM4GW8wK1lX69xl4cW5ZWd8B8l1n9dMs5RFf_Whx_W8pmvY273zKJyW1L5fP-7DfsjnW5jy9Sv6GsqP9W1xwz04314zxMW2HcPS38mH0Y0W8xcQ3X7M5jMnf1ms64004" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="XvIeSavR">
<img src="https://cdn.thenewstack.io/media/2026/05/d8643402-sara-oliveira-lkgnax0rggo-unsplash-1024x768.png" alt="Featued image for: OpenAI’s Daybreak and Anthropic’s Glasswing have nearly identical benchmarks — and 3 of the same partners" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3nrVRGf4p30lxDyN5hmkJpCwvlhW6h-YPH7h151vW3-93T61QpjhvW1Z-_nq1W62JdVS27H24CgM7xW5BMjrf16gTsBW2p1rCT61YfKCVLSzr16CYfsNW7fV6lS45bpH1W3gYY1s32f-glN55NNDLkcfK5W3ygGcQ56zHSWW7GkmV_1C3Hm1W169Fcc8hpmVZVPm9GV8HCF66W7Rq2T977b5SQW5BR7X-5C7tHFW3tBGmD1TTDk0N8tpK8WY1561W5vQdMy1B4DRLW99sy9v1h7Y6TN2fcJ4ZQd1dKW2y_Xwv1HNZ06f3B2pMx04" 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="GqQrfzon">
Security </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvb3qgz0W8wLKSR6lZ3lxW7Q1F2q4Sx7hzW8z5nRG5TnLsFW22S_kX7__ZKgW8f9fxt1w00rtW8VpX1_5rc90RN5q-DXjnjWvKW3D-cJg70DWTKW1h-RGk6D1RRPW8kYcCx6hH2CMW42k5Zn4pYHKQVN2Q-q1TJbXJW5w_h_J5P0xPXW11d3mv7nvV-jVFg4bR5Mv44-W4j7JTg3p7Y79V6MbWp51NhVTW2z4T7W8DFBGkW2c-MS57f3pSWW3xpF305PXwGcW93kW5z5n91t8W1nNg925HpdTsW6F80K61VvDzbW7jg8Jb8MJYzkW7jrqh74MH4rhW6pnXYp4BMZTzW1FkggR5K30TtN5y9k43KHH6bW4BCbW_4Q6dmVd5yxDl04" 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="g47XdsH4">
OpenAI's Daybreak and Anthropic's Glasswing have nearly identical benchmarks — and 3 of the same partners </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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3nhW2Rq-ZD7yfFCxW5Dp46Y7wwMQmN4_ZgF9cVlKbN7FhlyYPgfRlW2N_71V5mDl9xW2CfjMC2jDYD7W9lRMY354yS1JW4SGYKm73_YDSW7ZMKYj33lYlgW8zy6t97w4x5nW8czBMH5_2fm7W3rz6601J__NpW4F7DPg2yBT8yW7h32vJ81bWl-W1f1LN85MrnKwVjTQx23z-cx6N7SF4Wlf3KLzW8x31F14dJjGHW4D-ggX5c-LmZW4QmmNt6kK1smW4xG_6n5ZcrdnW94-8p826Z0mwW1VQ7nc1NZdv7W6Ncf9K6rhDD6d4SCPR04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9">Janakiram MSV</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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3mSN1mPBdG6_1tVW5wpzf945xpSWW7D2BMn7--QQ4Tp0Vr8WDJTxW1LrLnC2wQc27W7cDMhh1JHr5MN8LmFmxxt8dlW3YL6_F4K_YRGW66rFMQ4633J4W1DH-FK8HwV8fW2Zyp8n19JWvYW6ytgsB3yd9QDW87-QNV8W6w2PW5BCTtz5dHQptW2xCNKB2YhWDLVdf2Lw2HPn_RW6CHX5550hhNDW8J4L4w7pqP4WW2kkCrk1FGDZhW8qcWJr3bQ0RFW7hD2k93RTRm3VFtH3L5Mlnj5W9hdj-C7d5hWnW3hTdgC7b29pCW7GsMGl6b6_tWN3W1K6ZGNy0Rf90y59g04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="qAfY8+di">
<img src="https://cdn.thenewstack.io/media/2026/05/589cccba-sara-oliveira-ayrpbtkipuy-unsplash-1024x768.jpg" alt="Featued image for: I tested OpenAI’s three claims about GPT-5.5 Instant, and only one fully held up" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3qgz0W7lCdLW6lZ3pqW2QQbFs2KLPLGW8d83h42vrh0BW5wX3p019n4p8W37fkmZ2Kg5ZfW9jMlCh1cDbNrW67qQ6M5QD1BLW7kpRHP8_TzRSW7tYKQR25tbwKW2DJ1-Y5qhcQYW3JP9bv5VG5wjW1zfzDm1nLMXjW8zLnDV8Pmx0CW6Xzqrf1hwrPKW7Lb-Tp3B-kx9W6G_8mj6Qyz6jN8ZLC34Rs8ysW46ZFg21STCv6VTlmWR6JZZrhW4fQ50D2_zqfYW2W6c1P14WmwgW69WMbd6dtjZSVLGMHT89H5XHW7M5YFZ80-CDXW1fPs2V2CXtHxf2hlfGP04" 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="r81eKHso">
AI Models </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3l3W7h5D3Z3FLjkQW15fR3G8jj3_cW8pTbvR5YfdCVW7kv9jJ6P_vG_W2pXsPp4TK1J4N7R5pY56Hm-DW21hvH93r8NtKW4KyTQr1c7LV1W7CcMJw8S__YBW4lg5Sz3JRZnxW7kz31L3d_mLwN3btNXbrD_x_W4HQhwT93_2VwN8wqr4DqgmrfTgjRX67ScxBW5-sTsc62GnlzW8Bt4Vl67Sj3-N12BsgGQLB7gW3WjrQ06W3MggVFrM3f7yhPYYW8nyTHL66tVR1W6lKsRw9lzz2pW8g7xqB89LQZpW1zKgDM8b6JwzW3WPXth6YZBwNW7rsthp44GH2Cf3wjwKC04" 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="h8yPNFFB">
I tested OpenAI's three claims about GPT-5.5 Instant, and only one fully held up </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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3m3W2ygbjn6RnW8pN5RDD_yMp7hfVzqmCT2gYpvfW5872cp7NqRcMW727dMR8-4TpzW2YJk8x90twsFW1sF5M_8M2QjvW50mM0M31tt52W47LZjQ7YBz8HW7Qx_Td243LmmW4JZ9vs5HV0TVW3p-sVn1qY0xrW45rTrs8znXP5W3nSYbN3-1RL1W2GrMz57Qlp_FN4tnqp6JZJJ9N2z3Bkpgq2nYW4hY6Sk5-kJQGW47ZlR421Hm_gN6GYbJcnbQSbW1RBPLs1n5WL2W3_KwG54XfywqW4y0rWC97zC1HW3np72X8NtffkW8dHfGP1G8zWsW4mhKsG6tFK3pf4-G75T04" 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/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvb3qgz0W8wLKSR6lZ3ppW3FLlns1-500MW1qM-Rp5xjzPsW5QSDnY8VFdvPW4J3vcG2T77WtW4htnyd1ygvgmW1M6RpM20rX1FW7L1Bvh3VmZnJN7bwRgttlMW6W6q6bn832K-mZW5tv19Q5l-lDFW89vS7q6lTQbSW3gCvZC1KfV1-N810KDCPkx79W33BJKg7NbTHhW4G7XHb6XBJxBW8C93__2_XvtVW1v4N526DXd6RW2zPVXw34qfCxW6BZrFY6ZpPkyN8l-2C4k70FJW8fPsjP339fR6N1sQH7WTGP6TVfThDJ81RkmTW1C8pqS8SnmB4N7DWmh6ydGSTW2GFz1s5zD3ZKW8ft60g94JbJqVDZJbB2qYs19f8Wq25v04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="j+lEEL+R">
<img src="https://cdn.thenewstack.io/media/2026/05/0986ce4e-sanja-djordjevic-z9tz4qll0gy-unsplash-1024x819.jpg" alt="Featued image for: Temporal hits 3,000 paying customers with its crash-proof workflow engine" 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">
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AI Infrastructure </a>
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Temporal hits 3,000 paying customers with its crash-proof workflow engine </a>
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by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3qgz0W7Y8-PT6lZ3pVW7Nm9_-1vy_K9W69b-nK6FJZMrW9ffNlH4lV0SsW91b_LQ7t6cJMN3rqQL11rp8pw4ps6rNyDYW5WyxKr10GCQFW1gFlBq5MX-wzN9fcBm_SWlF9N8MdtNzgX4sDW4DsHHN23prTtVS-ZcM7m3_lrW2n_zPm5C09h4W7M5Pd65dqtn5VZ02Sz3mK1ZyW3dQxQ54lq33hW83_HG_1P5gxrW5ft3vL7W1ztrW7lM_vh642BfcW3Dm4W87bvfwPW2Dx6Sv1m6McLVvBXGG8GmLgwW3kttkv2750ZvVVKYD58Nc6_PW4q702D2_PVWTW6BPPFG1g-cQPf8LX46H04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="qIRdugG3">Chris J. Preimesberger</a>
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<h1 style="font-size:24px; line-height:1.1">How to Make Claude Code Validate its own Work</h1>
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<p style="margin-bottom: 1em; ">Claude Code is a very powerful model out of the box. To leverage its full capabilities, however, you need to give it access to validate and verify its own work.</p>
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READ ON TOWARDS DATA SCIENCE </div>
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<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Why the Linux Foundation adopted MCP, with Jim Zemlin and Mazin Gilbert </div>
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Jim Zemlin and Mazin Gilbert discuss the Linux Foundation’s new Agentic AI Foundation and the future of MCP, Goose, and AGENTS.md with The New Stack podcast. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3hCZYW7lCdLW6lZ3pYW1kz7mn3F6xcNW10qr6k6XKBj5W93Nfmq2R2TftW2_B2jz5yNV7bN8YhzSQ8Z8PBW7t0qzy6rXpbSW3c3Lfw831_ngW3ZDSjK1xGH4jW6-dW8D25MkM7N7bYGxt98HNjW2Z1X9W1kDDNpN4Twp-76nj2_W6fKhV04rQjx2MDf6Gcg1CK2W49jMk86cr-9wW5czT5F5QD_nsN79HcKfM456_N95JzvnzJJHvMShKYvjCYxLW2ryZHx888RJQW7Zxxgg7lnH6XW1r2cZj8jNmlBW8sDsWk1fs6xZW4CrxTh3S6HcRf4zQR6H04" 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="pvGNJLwv">
Watch the episode
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<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Mainframe modernization is no longer optional for the AI-driven enterprise </div>
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Learn how the Open Mainframe Project and Zowe turn mainframes into engines of innovation for AI, cloud computing and enterprise modernization. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3hCZYW7Y8-PT6lZ3pGW7Dt0bN1rwkrMF8mZXf9YfdNW2-C6pm6D4DhfW1X3ZHc4ptTGCW6g7tG91_pzBFW6_Lc6K1BySXsN8VwkZT49dj9W1BhMgv4VDR_nV2Dj4T6GQt9kW731bMt1zDS-9W2NKBR83jTRH6VNC9cv7QhhbnW4p2XZ35CXnd6W12DsJG7kPggjW1XjH0f1zDdg3W8Bnhz06dlF_3VKkTgG7B6_m7W6RyRdY6r889qW8NlYpj4zx9xwW5CWc9l1lPMCDW8TKW8m500rF9W7bZZn45CcWtqW15_mVQ3dVqHRW1TWcYd7CMjtWW5Kllvp4QpXLLW7q0J4l1KFNY3f3MspJz04" 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="e0wqPrzn">
Take a look
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I tested the new OpenAI Codex features on a real Python codebase, and it’s the strongest Claude Code rival yet </div>
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OpenAI has updated Codex with computer use, an in-app browser, and PR reviews. Testing on HTTPie revealed how these features handle real-world Python bug fixes. </div>
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Read more
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GitLab is betting on a 19th-century economic theory
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(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqt05m_5PW69t95C6lZ3mZVMNJkR4PlH74VsD4pR3P-Gw8W1K7P4z8DXMDhW1QMwSL5lFnv1W6ydH0j43L-8cW58P24g92VCf-W1Jr0KB6KKqgqN4kqW8Vj7sdWW80QfBJ1HprW2W14YmZt2l40kjW6JnRM87hL0_HN4C3RYPLfsHkW4Dyn5_5Q8-dgW1hcxX66yv_cpW6ZsL1j74ZbzMW3_gzpG7N-LyxW5zk69c822b2yW3dc0bV7FLMh0W6bQPJ_3zx2P8W6VJm8c1sby68W9fP-424sFDBdW5BXSKt1DP8GSW5xwSTX7Tfzw_W5mnb9d1HVMPDV-P2jf6wntkKN4sNvGsKfDyHW5Wg08376qqX3W5bY7-V3QV4rHW5lbl9j64gCjrW3k8d-q8dhW0qW80swTT3mytHqV59yW-6xzSbmW3pkhb142Mx-NW9ddxQb8HVHzGW8g36-q7Kl4fsN29kXhXF5SsVdRWKPd04 )
May 14, 2026
Anthropic splits billing again
Anthropic announced this week that programmatic usage, including third-party apps built on Agent SDK, will draw from a new monthly credit pool, starting June 15, reports TNS contributor Meredith Shuubel in today’s lead story (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3ksW4z2qWt4B16J6W5GCj5T3SB42BW16YTQ91Mdw7dW4j088b6c1Qd1N9lbkwkBSjlhW3XcqhZ1n-F-GV3tVkT6xZ9m_W6m3qB_69prcSW7_-C3L69qT63W5TCTWX65vC-LN2X2lMThVm9CW69Sm6x32wW6WW3KVyd44DdXJ0W8hJrfd5pt_yNW509TxJ3qqg0pW5md2Z35dF6PDN2gZHVn6BmZdW75Nb7Y7FbjV-W6pdt7M74-MSXW6pjrkF3P2mqWW88xDwP2kfGgWW8L520Y6SD3-xW1x4Yxj3zgLrfW1NXV507BW-M4W5xQNlc209_26W29Mxb05qCZ8hf4X6mp604 ) .
What’s changing: In a Wednesday X post, the company stated that Claude paid-subscriptions will soon be eligible for a monthly Agent SDK credit. The credit covers programmatic usage, i.e., Claude Agent SDK, claude -p, Claude Code GitHub Actions, and third-party apps built on the Agent SDK.
The new policy draws a stark line in the sand between how programmatic usage and interactive usage are billed.
Go deeper: Anthropic splits billing again: Agent SDK gets separate credit pools (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3ksW4z2qWt4B16J6W5GCj5T3SB42BW16YTQ91Mdw7dW4j088b6c1Qd1N9lbkwkBSjlhW3XcqhZ1n-F-GV3tVkT6xZ9m_W6m3qB_69prcSW7_-C3L69qT63W5TCTWX65vC-LN2X2lMThVm9CW69Sm6x32wW6WW3KVyd44DdXJ0W8hJrfd5pt_yNW509TxJ3qqg0pW5md2Z35dF6PDN2gZHVn6BmZdW75Nb7Y7FbjV-W6pdt7M74-MSXW6pjrkF3P2mqWW88xDwP2kfGgWW8L520Y6SD3-xW1x4Yxj3zgLrfW1NXV507BW-M4W5xQNlc209_26W29Mxb05qCZ8hf4X6mp604 )
More fresh reads from TNS:
◇ MinIO’s MemKV promises 95% better GPU utilization by ending AI recompute tax (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3pMW5ymPV_2-0Q6NW47Mx5z3VLQfNW2TTd4R56qlDgW6N_g9S6kSkkrV6FfHs4x2FjdW1vL2lD1DhfrBW2lTbN5785QpWVvnd_Y5n7txkVcgbRd1tBgG0W4B_YM11ChSTPW13Yvmt3qJrqrN5pDyBm670dZW8dLF3d73YRzyW3rhKwc8-DTgSW8qh1zv8zc1H_N4wDYMX_S-19W4FgvZF5ZQtTYN7gcYf25p0hvVtm-Y25gkjMyN5WRqz-W2RxKW8TJLpc9lgbsKW8phQwS1x3QNxF5wHBkNslZVW35Z64S1_RCXqf2VXDNT04 )
◇ GitLab is betting a 19th-century economic theory will shape its AI era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3pgW2gt4cP58-WhgW5dKSM71tsTKDW5j5vhc5MpGw0W5Zhkkk8-58N1W79t9WJ7vvTTvW73jZxg1GrMMJW1FRpBn8l1gxbW5GYFqx11Md2NW7s3t5d2tvYzbW7HwXNf2rSX2HW2z_70_3_sk1-VXWdv37ssC59W4mqDpk80K75JW33_0Lt1-cD9kW745KYw7jg1cFW6pnhJp1hSBVxW50025p3QSwCQW8WRFhh2B0KslW16j9yl8Tp3QgVqln7m5fT6K5W61064s3yR85YW2TVv7r6bQZv3W56Sm1d40FLb2W7wbTDs457R2NW8vhK5L8Pd1XtW5T4fjP5zBrczf18K0Sl04 )
◇ Cloud code: Conductor joins the rush toward remote coding agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3lfW2S5TmY68xDStW46Kd6b6JDk92VJF0hc2W2jnhW2VhV-78wflWdW99zfHp5dFD8-W6nNMJg5vbS1jW6xHTvq22nJXKW3vQ72K6dDYy-N5r813pbltNkW3jQCT55jqBYJW861cgJ87pFJVVF0CmC7JLgwWN5cMWBBWvldBW7rL4Sx2YY4lLV7LwNh4m6ngJW6BxxNK4RZJTWW5H9j9X77Y9xZVkrC60334DwpW3D0h2B3R8t4sW5wgSmF5VBFkvV7M1hc4dm3R8W4krgnG8Cb11zVHr69h6jv19tW3pY9d43dsQP7W8T-CyD2FCKzNW830lvk53j9Gddzks0M04 )
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3n4W1STr825Vq2k6W1G4Yp62jJ-kdVV2NT07Hhd52W3DY5G83r8XV6W1v3rjj92fFD9W1g5yW963yc-pW6cqVfp1pqt6dN8LgVkkBjVlQVR4mmH9dz95_W2cnxVG2BB7FwVSY-XX27jNxtW1GXgtS3GJV2mN3321sdfxZBQW1k-vt786WVVqW1V0kPp7y0XrFN4PPyNHRxn0GW1ZJXBJ1WjC4CW79L9hl31c782W1XD_bp8TYxbGW67MpSX4mYbHpW7Hk2X-1sTlkLW4BLXY67KmnxCW4G2W0h520QMSW68T-676c5ZQhd10gRW04 )
Anthropic splits billing again: Agent SDK gets separate credit pools
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3q6N4QVM6zqnBSHW5zGkml7WqTn-N29G4JXlG2rFW86zN2f2r6GmdN4dCXPVcxG1RW7384gf4_5sV2W7xMWKp2SDtXRVMPB5v2hJf63W3hXCzy8qRYw-W8k818s8gp-39W6jDRhw6CKlxkW2wyW6L3vJ0JfN65hwwBXnYPxW1ZdsZn8wkM7kVFRsh62kkHHQV3lMr391t5vfW6KrGln1wtxQ_W3WzTgk3jrN4fVvBMVG6N7BMPMsm2_ZfC3lQW5GW8Vg1t9pdlW7609Kr4Nc30qVCJZ_V81yPCwW6TfQy_9kK_f6f50pB4-04 )
Featued image for: Anthropic splits billing again: Agent SDK gets separate credit pools (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3pPW28gyS52qSTJ9W7kGFj42fzfHLW3Fg3605LYPhNN7MxxwmXc2ZZW6Ys3yH3HT6jVVcHrb_5fzl59VnsllX4vYLK-W5-4z2G3qXJg-W2BVmy87fsXsKV3nbcV2S-gMdV8T-5L6Q8r50W5kSnPk3k6WGwW65XHb55pgnWZW54M9DW5shZnXW1L2Y4n35rZgSN8_lq44Y5TDVW6Rp9CQ4rzBtCW3mJR-K6RcXFcV5g-g62p6j-NW4DF5Wn7jtnpBW1W8tbk32rGQGW2_fjX75TmFBZW80fRWq3xHdFmW2CMzXV6_1v-pf8Pz57F04 )
Anthropic splits billing for Agent SDK usage starting June 15. New monthly credit pools separate programmatic usage from interactive chat subscriptions.
Anthropic announced this week that programmatic usage, including third-party apps built on Agent SDK, will draw from a new monthly credit pool, starting June 15.
What’s changing
In a Wednesday X...
READ MORE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3pPW28gyS52qSTJ9W7kGFj42fzfHLW3Fg3605LYPhNN7MxxwmXc2ZZW6Ys3yH3HT6jVVcHrb_5fzl59VnsllX4vYLK-W5-4z2G3qXJg-W2BVmy87fsXsKV3nbcV2S-gMdV8T-5L6Q8r50W5kSnPk3k6WGwW65XHb55pgnWZW54M9DW5shZnXW1L2Y4n35rZgSN8_lq44Y5TDVW6Rp9CQ4rzBtCW3mJR-K6RcXFcV5g-g62p6j-NW4DF5Wn7jtnpBW1W8tbk32rGQGW2_fjX75TmFBZW80fRWq3xHdFmW2CMzXV6_1v-pf8Pz57F04 )
Your delivery pipeline’s impact on AI productivity
Companies are pouring money into AI tools, yet software delivery isn’t getting any faster. Why? Because AI-generated code is being throttled by manual pipelines and outdated deployment processes. Learn why your delivery foundation matters more than your AI model.
WATCH ON-DEMAND
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqvb3gP0xW8wLKSR6lZ3lJW40jqpY7XXXgcW1t39-n6C5YQ0W555NP13KltMbMTl2XQtWq0hW23BYtH6s6R6bW2lVLHm2Pw3B3W4CRQgl8kfj00W53thQK6sh6hmW6Rm_Xl2w_fh0W4nqM9Z1pMrFfW4J4xfd8C-yg1W3nMV_g98H_M9W8kdXj_1V1F6JW2LrlQW8sr1PYW51kFwg6_NLMBW4Lw1Ps2bdYK0W2lhjRD4YlY54W909rfB4pWNg8W339d4y3QdRk5N2vFBltSXCwnW4wJvg62JX3xXW74XlxW8chfwZW61fRQV2vcV4fW4rZt1d4L4ZnPW1-Bqs95c1gPsW8dFvKn2hNPPSN5-SQtX7Myw4W2771vk8B46B0f5vwDml04 )
WHAT ELSE IS NEW?
Featued image for: Cloud code: Conductor joins the rush toward remote coding agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3lfW2S5TmY68xDStW46Kd6b6JDk92VJF0hc2W2jnhW2VhV-78wflWdW99zfHp5dFD8-W6nNMJg5vbS1jW6xHTvq22nJXKW3vQ72K6dDYy-N5r813pbltNkW3jQCT55jqBYJW861cgJ87pFJVVF0CmC7JLgwWN5cMWBBWvldBW7rL4Sx2YY4lLV7LwNh4m6ngJW6BxxNK4RZJTWW5H9j9X77Y9xZVkrC60334DwpW3D0h2B3R8t4sW5wgSmF5VBFkvV7M1hc4dm3R8W4krgnG8Cb11zVHr69h6jv19tW3pY9d43dsQP7W8T-CyD2FCKzNW830lvk53j9Gddzks0M04 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3prCCW6N1vHY6lZ3l6W4KL_3_5BcNFHN95PSJWt2490W4s_NLG7n9Q-sW3zPPPC1qsqY_W4mVX0B2QyVfsN2M6hVGHz6k4N7mQwsKW0TFGW3ZDp8z52cjfkN4609RWwhgGhW1hhNdN1hDstjW5Y2RJq7dtVmTW2dQG6D4NPb_dVxSCWD4kMXxVW5ND00q86tN_HW5k4ClQ5-d9QwW6KCRyh7qqh_5W4z9Wv86HXM5yW52_5-Y79HsKrW5jcTvF292kNJN5DqNjwwW1hWW4q5Hv92jWCg0W60-GSt6trwDRf2hXldM04 )
Cloud code: Conductor joins the rush toward remote coding agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3lfW2S5TmY68xDStW46Kd6b6JDk92VJF0hc2W2jnhW2VhV-78wflWdW99zfHp5dFD8-W6nNMJg5vbS1jW6xHTvq22nJXKW3vQ72K6dDYy-N5r813pbltNkW3jQCT55jqBYJW861cgJ87pFJVVF0CmC7JLgwWN5cMWBBWvldBW7rL4Sx2YY4lLV7LwNh4m6ngJW6BxxNK4RZJTWW5H9j9X77Y9xZVkrC60334DwpW3D0h2B3R8t4sW5wgSmF5VBFkvV7M1hc4dm3R8W4krgnG8Cb11zVHr69h6jv19tW3pY9d43dsQP7W8T-CyD2FCKzNW830lvk53j9Gddzks0M04 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3kYW961T1W47gk6lVwPm4l6cNhXkW63Yhg02SR5HtW3K3Gyq5hymwGW10V-Hz67WJVXW34KTy71dJdyWW759PnR7ffM_WW664n486nnTCRW4VsQcx1KNV_9W5FSqr37mDCX6W3ZHCfl90WbWzW7FQpwJ5bb4PJW43jZg81gJ-btW3tyJWv7xcZLtW35sl_w3qYbYpN727679VcLVbW3ZTs3688cc3SW7w9dSh1YhtNgW6TJg4p6qQjrRW70psVy8gzVLWVPC_kB1P-0rRW7CDNrN3frSs8N90Q_9jyGGmNW72md4V6FtC3Df1fxLg004 )
Featued image for: GitLab is betting a 19th-century economic theory will shape its AI era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3pgW2gt4cP58-WhgW5dKSM71tsTKDW5j5vhc5MpGw0W5Zhkkk8-58N1W79t9WJ7vvTTvW73jZxg1GrMMJW1FRpBn8l1gxbW5GYFqx11Md2NW7s3t5d2tvYzbW7HwXNf2rSX2HW2z_70_3_sk1-VXWdv37ssC59W4mqDpk80K75JW33_0Lt1-cD9kW745KYw7jg1cFW6pnhJp1hSBVxW50025p3QSwCQW8WRFhh2B0KslW16j9yl8Tp3QgVqln7m5fT6K5W61064s3yR85YW2TVv7r6bQZv3W56Sm1d40FLb2W7wbTDs457R2NW8vhK5L8Pd1XtW5T4fjP5zBrczf18K0Sl04 )
Operations (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3prCCW6N1vHY6lZ3mdW7pwzj61kj_HKV7Lrz66RPNhJW3zmnxF8nPRj6W4XrT9c8N-WZGW2p_-Nn5SLrQnW7KqFR955P0ksW4xxzyZ2zzFQHW15S8qW5cH_bnW7KCKVT5DYJP8W3SG-423WS9_4W38RLSX1gF8Q7W5gN7Fd32vgJ2W96x4c15WwRQlW73CzHw376P12W2r-yJf7k9KVQW8KZv9V4HMT_VW2drLRM6G00M0Vv3Rp_1mJ6v9W6CfXcB5vGPKqW82cSHZ4SMwG-W125nqf7hWCMbW96gYzS2Qy4bgf3_TRs004 )
GitLab is betting a 19th-century economic theory will shape its AI era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3pgW2gt4cP58-WhgW5dKSM71tsTKDW5j5vhc5MpGw0W5Zhkkk8-58N1W79t9WJ7vvTTvW73jZxg1GrMMJW1FRpBn8l1gxbW5GYFqx11Md2NW7s3t5d2tvYzbW7HwXNf2rSX2HW2z_70_3_sk1-VXWdv37ssC59W4mqDpk80K75JW33_0Lt1-cD9kW745KYw7jg1cFW6pnhJp1hSBVxW50025p3QSwCQW8WRFhh2B0KslW16j9yl8Tp3QgVqln7m5fT6K5W61064s3yR85YW2TVv7r6bQZv3W56Sm1d40FLb2W7wbTDs457R2NW8vhK5L8Pd1XtW5T4fjP5zBrczf18K0Sl04 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3kYW961T1W47gk6lVwPm4l6cNhXkW63Yhg02SR5HtW3K3Gyq5hymwGW10V-Hz67WJVXW34KTy71dJdyWW759PnR7ffM_WW664n486nnTCRW4VsQcx1KNV_9W5FSqr37mDCX6W3ZHCfl90WbWzW7FQpwJ5bb4PJW43jZg81gJ-btW3tyJWv7xcZLtW35sl_w3qYbYpN727679VcLVbW3ZTs3688cc3SW7w9dSh1YhtNgW6TJg4p6qQjrRW70psVy8gzVLWVPC_kB1P-0rRW7CDNrN3frSs8N90Q_9jyGGmNW72md4V6FtC3Df1fxLg004 )
Featued image for: The Rust sidecar pattern that fixes Python AI’s biggest weakness (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3kSW6BkHjM2gMtDmW1gbZ7G8K9xv9W2mYWLF8TM2g_W7Zhdx02d2Z4sVZS7p43k6X05W8P-4Y35tYXQjN539MCWn87HkW1cVfqB2s7rtLW2kwqcW44Kf8DN4jk5MVbF-77VWQMnF4z_bpQW7lNp-k5YNLxVW87zR6j5Vc9BTW1QlhsY4Lln-MW1C2vRj5WNF2NW3plm-V4MJ2hVW2ZSdGF5117j2VG1-l63w60s8W873Q9p5vh5BwW923b7R4BRhm3N8QPPYKhCLFNVqBp7V6PqjtyW39M1df4VK0rgW9hjW5k69PlzDf76c0xj04 )
AI Engineering (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3mJW8Sm2tG56yhMyW5dBgfn8hpVFFVP4w-b1XrzP_W6hb9Cs7n4QdcW4WjY3F6VsV3VW7vGn6L39k3fJW6SYttQ3HgKknW2HkV-C3k1BpzW1CMxLz83PW2sW44DPQD3wcNh_VFF2n199hQXBW19fvtl6vc3SLW8ZW61C8qSpCBW4x8pyy2fjCJLN4XCQNK4jcjRW21gTsx4NMzNgW8whYFs2WXVR6W7YzcSc229bWTW8PKdY07_fn3jW4y_60T5t90GDW7rXL955B3gsGW6cs-HK633wJ1LV7WWx6KzWW1B_lYr8bj5p5f7Dngxj04 )
The Rust sidecar pattern that fixes Python AI's biggest weakness (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3kSW6BkHjM2gMtDmW1gbZ7G8K9xv9W2mYWLF8TM2g_W7Zhdx02d2Z4sVZS7p43k6X05W8P-4Y35tYXQjN539MCWn87HkW1cVfqB2s7rtLW2kwqcW44Kf8DN4jk5MVbF-77VWQMnF4z_bpQW7lNp-k5YNLxVW87zR6j5Vc9BTW1QlhsY4Lln-MW1C2vRj5WNF2NW3plm-V4MJ2hVW2ZSdGF5117j2VG1-l63w60s8W873Q9p5vh5BwW923b7R4BRhm3N8QPPYKhCLFNVqBp7V6PqjtyW39M1df4VK0rgW9hjW5k69PlzDf76c0xj04 )
by Boris Chabeda (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3nrW62-6b22f4YSlW59fQhm6ZPfyrW6X9HNz2CG2HfW3rBGyv7yrZK8W23Q3wS6ZCJ3CW8hw1CL2Gg87fW78FBLl45YR_lW5dwR4_5SwxHdW5j0Y0M5GpVdNW1nrNmr3G3JqgW6yspkQ3HSNwmW4NkrVr6xNgQhN2NxjQlcZb-NW91TxP67Wp8wQW23hXZD17WSNxW6x_M9l5phzhqW2CqP2N4y9cWyW5drjzP7BfqfwVhWGQb7JLbm1W1qgB801WqNZJW8jsDhK8MZlk6N4L2W3GCwMg6W6_1-WD8--DBMW1p-YKw6Xbsmvf6JrK2404 )
Featued image for: Fivetran’s CPO: Closed data stacks won’t survive the agent era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3kFVlW9RN7Ct8tZW5p6nqx5fpNsLW2kbQB23t3GyvW8pfXSC6by6NsVQryr_6MMZ-5W1mpcpn1jMwg1W8CyFcZ8B7WRZN7NY2gHlS-ldN5S9V1ZBtk83N3Mbjh8k9QlyW59B1fG5WL_xxW7xbsFl91LXh_W2fJhw56Hf6ZjW42QXxZ3x9NB0Vp3-L84j87MYW8RsCwz49t9TbW12nK0Q2_xQBsVkp65S4c59dGW5WdZst8lnBSxW15Pp_c1J-py8W61pLLP4qVH10W170Vtc45S4RrW2D8rWl7LwLb1W98ZHbv7fZyMjW1r8rj55-zR1wW5B6f195d-l28f6hBw1K04 )
Data (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3prCCW6N1vHY6lZ3p3W6PFZWs5-KvBFVJC2WJ5mHgHQVrGlJ580v-cKW7-sk2n4GvYbfM4V-slfBZjNW2MGnwp837Mn9W7ZWpVx257JYwW7Z0Nc75fg3bGW55nW_z7jgCZzW7Nz_283F0qR9N76fyWpT_CQyW1jGKLZ82fKsGW7X6Js31k5nWXW4XBhPC26stQSW4XFg2q8PdJr2W4JpmdN3Y47PNV_PLk48fB5-gW4Vq58d8XzkPwMcR8LQY4VpxN62qRfjfgg-pN3VBJ5Yghp-LW5cDQz56hBBrNf6_4-3z04 )
Fivetran's CPO: Closed data stacks won't survive the agent era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3kFVlW9RN7Ct8tZW5p6nqx5fpNsLW2kbQB23t3GyvW8pfXSC6by6NsVQryr_6MMZ-5W1mpcpn1jMwg1W8CyFcZ8B7WRZN7NY2gHlS-ldN5S9V1ZBtk83N3Mbjh8k9QlyW59B1fG5WL_xxW7xbsFl91LXh_W2fJhw56Hf6ZjW42QXxZ3x9NB0Vp3-L84j87MYW8RsCwz49t9TbW12nK0Q2_xQBsVkp65S4c59dGW5WdZst8lnBSxW15Pp_c1J-py8W61pLLP4qVH10W170Vtc45S4RrW2D8rWl7LwLb1W98ZHbv7fZyMjW1r8rj55-zR1wW5B6f195d-l28f6hBw1K04 )
by Matthew Burns (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3plW348VPN78cvbjW6Hzldb7LKSDnVRhB6v5GLlr7W17lpkd4B7TlzN7k5477mBJYZN1pRGMcQKvblW3bTmL95k3lFlW7wyhK526Q0TGW6bzLRk2dZ1VYW3bm9L02XsV-SW29VySx1NBf4pVxv-d72mTQcnW1h4XmN4MH2tpN3yyYHb9CSq1W44kznq37T3F2W25ywBY5qW77WW1h61cX8nVMk1W4t920b1zbRXkN1hjJ9d9qPpSW24tzd39kT253W6fY4nk5YHXSGW2mblrv88swFTVdQKcB6Ysms2W3djD6y43BtF5f4cchfT04 )
Featued image for: MinIO’s MemKV promises 95% better GPU utilization by ending AI recompute tax (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3pMW5ymPV_2-0Q6NW47Mx5z3VLQfNW2TTd4R56qlDgW6N_g9S6kSkkrV6FfHs4x2FjdW1vL2lD1DhfrBW2lTbN5785QpWVvnd_Y5n7txkVcgbRd1tBgG0W4B_YM11ChSTPW13Yvmt3qJrqrN5pDyBm670dZW8dLF3d73YRzyW3rhKwc8-DTgSW8qh1zv8zc1H_N4wDYMX_S-19W4FgvZF5ZQtTYN7gcYf25p0hvVtm-Y25gkjMyN5WRqz-W2RxKW8TJLpc9lgbsKW8phQwS1x3QNxF5wHBkNslZVW35Z64S1_RCXqf2VXDNT04 )
AI Infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3mMW7pmScr202c2ZVqmtc12mf0kCW8LsmW092RtNxW7bVVtB3vCQwxW4ZSZX832knLFW7CSF4291r5l4W5s1Ttk3zNLk0W8LzYF42fkh3qW4QXVKN4XcbwZVzDx654s2gQZW8hRwVJ5zBHbsW3Jdt0-8qzM7HW7DlDtf6krnn0W812v5j9kJXJpW5-CbTP106txWW2DKJYD5ckkysW7cmNTx2qj7l5N9jfKLRS5SPMW4rTpvr5Zl9pvW5JwJDN28916MN2jvTXXb7CDHW7xdWCj1nTpHfW7_55v75PDZ1ZW72SGQk1kM4W1f8GZfJK04 )
MinIO's MemKV promises 95% better GPU utilization by ending AI recompute tax (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3pMW5ymPV_2-0Q6NW47Mx5z3VLQfNW2TTd4R56qlDgW6N_g9S6kSkkrV6FfHs4x2FjdW1vL2lD1DhfrBW2lTbN5785QpWVvnd_Y5n7txkVcgbRd1tBgG0W4B_YM11ChSTPW13Yvmt3qJrqrN5pDyBm670dZW8dLF3d73YRzyW3rhKwc8-DTgSW8qh1zv8zc1H_N4wDYMX_S-19W4FgvZF5ZQtTYN7gcYf25p0hvVtm-Y25gkjMyN5WRqz-W2RxKW8TJLpc9lgbsKW8phQwS1x3QNxF5wHBkNslZVW35Z64S1_RCXqf2VXDNT04 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3pwW4l2Y4y1X1gD6W8bGSzF93JDWwW7bQcLt1T6-27W46qZjT2cd6_FW4q9pLs8lB1ppW6z62gP4HcpVPW8Hy2y-7v1VrSW7R6C4G1hkVlrVsKW7V4NvGLSW4FkGCJ8J5fbZW6JF5HF23c4fDW4P36NN34JN6vW4_0KMq8XkBn4N28jLtLBPX7NW5mj0V33yz3MvW7B_8jW8ds5nPW56DNvz3KWzkyW3b2qlz2zNTt7N4wVb2vX8DGqW2PJcYf4x7r9WW706w0k5BqTGhW6c0BdY3RyW88W1jM46V8gZR2HW6RNfSF4cg2Y6f4hQnBT04 )
Featued image for: Red Hat’s skill packs give AI agents something a bigger model never could: 20 years of institutional memory (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3mGW4pSn0G3G4hXYW7s-Qln8pggDCW98D6ZC6Nv39YW6nxYQg4Wmq1fW6Xf8TJ7gj4MQW27MQ_V65f-hHW2wpL224PkRJ9W6rcdRN4F_lVDVwnFvy8-s4G2W2RQfy_19LJhsW94VjVF2LVm9KW2YjMfQ8nxrXXW2807nM1xz2XRW7DWVLq673WDwW2vS_bp8ZdRtPW2kbk_q7l2k1qW1qY_QJ5HDX24N9k_Dy4ZX3ccW90Rwnv8Glw4-W41hwBm1Mv8XgW6ybhsq3ZzthMW5FM3rZ6pTkQQW22cf-G99dZKvW7F18-181cf_9W7xwC377fmNBZW5Nd5gc3ktSRYdtnjtb04 )
AI Infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3mMW7pmScr202c2ZVqmtc12mf0kCW8LsmW092RtNxW7bVVtB3vCQwxW4ZSZX832knLFW7CSF4291r5l4W5s1Ttk3zNLk0W8LzYF42fkh3qW4QXVKN4XcbwZVzDx654s2gQZW8hRwVJ5zBHbsW3Jdt0-8qzM7HW7DlDtf6krnn0W812v5j9kJXJpW5-CbTP106txWW2DKJYD5ckkysW7cmNTx2qj7l5N9jfKLRS5SPMW4rTpvr5Zl9pvW5JwJDN28916MN2jvTXXb7CDHW7xdWCj1nTpHfW7_55v75PDZ1ZW72SGQk1kM4W1f8GZfJK04 )
Red Hat's skill packs give AI agents something a bigger model never could: 20 years of institutional memory (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3mGW4pSn0G3G4hXYW7s-Qln8pggDCW98D6ZC6Nv39YW6nxYQg4Wmq1fW6Xf8TJ7gj4MQW27MQ_V65f-hHW2wpL224PkRJ9W6rcdRN4F_lVDVwnFvy8-s4G2W2RQfy_19LJhsW94VjVF2LVm9KW2YjMfQ8nxrXXW2807nM1xz2XRW7DWVLq673WDwW2vS_bp8ZdRtPW2kbk_q7l2k1qW1qY_QJ5HDX24N9k_Dy4ZX3ccW90Rwnv8Glw4-W41hwBm1Mv8XgW6ybhsq3ZzthMW5FM3rZ6pTkQQW22cf-G99dZKvW7F18-181cf_9W7xwC377fmNBZW5Nd5gc3ktSRYdtnjtb04 )
by Steven J. Vaughan-Nichols (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3mKW3HgWCY2q6v3sVPp8-R1GNDxXW5twZbP2XZgwWN4lQlwwt20LxW2jyM3J4n46SRW94D6vf4yx_4fW47ZRN18Twx_RW2vWWYK6VCHtSW8DgyX327krdkW8y_jWd6l7NrMW1PwB672KyhjHN2L8MVqd6M84W2qxl4z4DYLdbW5V239Z6qMpgVW4_HmDr6Q3-rcW7rtW694T_dNXW3xLW1n73f2q9W77x1Ts4d4W7_W894bSp3msrQFW2GB9-84nxDrjW2NWCFr2DNCWrN4Zv4X6R0330W2ZGsmH2cQpX4W3QtPTH68p-XVf4kw25l04 )
Featued image for: Anthropic’s Claude Code agent view is a better dashboard. So why aren’t developers convinced? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3n9W2J6N703VV2LwW1cZqRv1rHdM6W74jrK15TcwXHV_R5J17Nd1WZW8MzKhT57_kgnW4QGQDF5V_bJmW5B3w4P8mgRS4W95bW9D2KnNmDVd60PL8mhcGcW4n1GnG3s46mxW1K5mcr20FYvQW3hHVJH4h_HpcW6V5tXd5WfN8dW8gJS-89c-WxmW5vxgzf194-DHW6B71004x4pm4W1YfG5-75WymDW8CJ7Sv1DDMngW7FHltZ2NZ5LMW7SWy1f2QgCWnW1zlZf398zXPCW8HkMPz3fvFd8N5byvJPCl_cLVQQSyM4KGQVRf4jXLST04 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3prCCW6N1vHY6lZ3l6W4KL_3_5BcNFHN95PSJWt2490W4s_NLG7n9Q-sW3zPPPC1qsqY_W4mVX0B2QyVfsN2M6hVGHz6k4N7mQwsKW0TFGW3ZDp8z52cjfkN4609RWwhgGhW1hhNdN1hDstjW5Y2RJq7dtVmTW2dQG6D4NPb_dVxSCWD4kMXxVW5ND00q86tN_HW5k4ClQ5-d9QwW6KCRyh7qqh_5W4z9Wv86HXM5yW52_5-Y79HsKrW5jcTvF292kNJN5DqNjwwW1hWW4q5Hv92jWCg0W60-GSt6trwDRf2hXldM04 )
Anthropic's Claude Code agent view is a better dashboard. So why aren't developers convinced? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3n9W2J6N703VV2LwW1cZqRv1rHdM6W74jrK15TcwXHV_R5J17Nd1WZW8MzKhT57_kgnW4QGQDF5V_bJmW5B3w4P8mgRS4W95bW9D2KnNmDVd60PL8mhcGcW4n1GnG3s46mxW1K5mcr20FYvQW3hHVJH4h_HpcW6V5tXd5WfN8dW8gJS-89c-WxmW5vxgzf194-DHW6B71004x4pm4W1YfG5-75WymDW8CJ7Sv1DDMngW7FHltZ2NZ5LMW7SWy1f2QgCWnW1zlZf398zXPCW8HkMPz3fvFd8N5byvJPCl_cLVQQSyM4KGQVRf4jXLST04 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3q6N4QVM6zqnBSHW5zGkml7WqTn-N29G4JXlG2rFW86zN2f2r6GmdN4dCXPVcxG1RW7384gf4_5sV2W7xMWKp2SDtXRVMPB5v2hJf63W3hXCzy8qRYw-W8k818s8gp-39W6jDRhw6CKlxkW2wyW6L3vJ0JfN65hwwBXnYPxW1ZdsZn8wkM7kVFRsh62kkHHQV3lMr391t5vfW6KrGln1wtxQ_W3WzTgk3jrN4fVvBMVG6N7BMPMsm2_ZfC3lQW5GW8Vg1t9pdlW7609Kr4Nc30qVCJZ_V81yPCwW6TfQy_9kK_f6f50pB4-04 )
Featued image for: OpenAI’s Daybreak and Anthropic’s Glasswing have nearly identical benchmarks — and 3 of the same partners (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3pSW3x2Ncw7lK6mwW4GchVm7ZPjlyW46GDNP49h-6XW63zg6m1l6Y2NW2b24FN5H2jxkW3j28jJ4zCbdZW39_bj87r7wkqW7s1tg586lC93W4XXsNd45jDRhW1F7rsF1t2cm4Vq-7q-1TjGwrW3sX7Md3WbbPvW6bQWqD1Jy2g1W2ThZMS5tcmL9N13z-8lcGFh2W2_R6744HstFQW2S939S5DScPrN7SqdZ3SfBCyN2LSG-_xJWglW3plq-F19vXFzW43G5jc67nX37W30MtGY2WV7yTW1hWt0T90drM0W5HLcJf6VPxYgW7gKDN15nMXVGW6Zvw0Y7c1f-Jf3RQhWx04 )
Security (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3prCCW6N1vHY6lZ3pBW5xC2_H28w2K7W3YrTy940XQVLVvR28z7xqz4SW7DBMFt73GngLW8PS7vF1s9YjrW2Vyttl2l_7GSW3dDXwr7zVNWYW1B4XyR4q6HqWW5-X3Pp9cdF7kW3s_GP55Lpbz6W42tjZG17-QjKW23cHL12bMzXXW7_KvJR7T6n7mV180MJ6-KjC6VyPyTS5XBT6kN4tDs8n49bjMW8BRhr41SHXPtN2HP0-XdH3KzF7--Z8LzH5sW8CKBgz1Tl-xHW4kVKkN8fdc2TW535Qb25NsnLSf95l78-04 )
OpenAI's Daybreak and Anthropic's Glasswing have nearly identical benchmarks — and 3 of the same partners (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3pSW3x2Ncw7lK6mwW4GchVm7ZPjlyW46GDNP49h-6XW63zg6m1l6Y2NW2b24FN5H2jxkW3j28jJ4zCbdZW39_bj87r7wkqW7s1tg586lC93W4XXsNd45jDRhW1F7rsF1t2cm4Vq-7q-1TjGwrW3sX7Md3WbbPvW6bQWqD1Jy2g1W2ThZMS5tcmL9N13z-8lcGFh2W2_R6744HstFQW2S939S5DScPrN7SqdZ3SfBCyN2LSG-_xJWglW3plq-F19vXFzW43G5jc67nX37W30MtGY2WV7yTW1hWt0T90drM0W5HLcJf6VPxYgW7gKDN15nMXVGW6Zvw0Y7c1f-Jf3RQhWx04 )
by Janakiram MSV (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3lWW40jkjn8Q-d0PW24KRdQ8qf_v_W9lGVhj296SnVN941TnpQdl89W41Sd0B6XJ_svW2gXf_y7PTJsVW1lyP1k45Vj2bVGyClv6zLsxcVLbQ-7187qMMW6R6b7795fT1BW7mY_Ft52xdL5W5QH_Tj4L1CKfW4Wl_FR6LQbDlN5v_LcdjztbGW13hPGK4-JVBqW7Y6lgt7JhF38W5DbcF887YsB2W1CB1w16fN7cVW6DRYVS6C055hW9bFHM52gyqDnW537wWS92S_5rW5YwmdK3xVZ3-N2gcXZygfwL3N2nTDk58zzxrf6Jr9C404 )
Featued image for: I tested OpenAI’s three claims about GPT-5.5 Instant, and only one fully held up (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3mrW12lGjJ3c9z7-W2nYsB05zlZHvW8Fsl8c1WgyXdW6y5LZP2nysQPW93bg-f8FnH4kW3TB-S27cPPZYVyxlfv5HsfN7VlRprW53Gm4mW8_CFYK3dwrT1W6vw5Mw30Jk4cN29dcSFsTmD3W23PBfz4HzlCdW1vqCNS43-h4WW5s01t43X_p51W7fbG4f4zs40PW6PS9hT7vMsjxW91kq5y5qs2rVN3RHs6BGSH3JW6g9fs_2D8vsyW4CL13L4dv342W561Prc273WRmW1PrW8W7RbVCQW413fns2y-5DlW9hWQ1J541njCW5hSnlz1K7SRQN6chn_Tl1wTlf1QKfnn04 )
AI Models (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3prCCW6N1vHY6lZ3q5W6KhCWq2TGF_tW6lMVm87bhXvmW30MmM-5hpVhwN740Zp08YXJ-W3F1kcZ93kSn6W6xGd6b3v_ZgzW80MTm53v4vpTVWv68k5LwcM3W4j9g2w2W6RLnW2mMnJm3-Xw2NW7wvt4C5DxWPlN5t1bTm_rBNnW3Yzm0K3vky18W3JMx1W3b38k1N8JZQQf2Wx-GV9Byby2l4XSmW34MtHX6QhZ2BW8_Pl7Y3ylCcFN1nGtjvxNhTLW96wZ8R4QD5XFW8wPW9q5JyMX4W6wX7Jw2V11mYf5SrX4R04 )
I tested OpenAI's three claims about GPT-5.5 Instant, and only one fully held up (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3mrW12lGjJ3c9z7-W2nYsB05zlZHvW8Fsl8c1WgyXdW6y5LZP2nysQPW93bg-f8FnH4kW3TB-S27cPPZYVyxlfv5HsfN7VlRprW53Gm4mW8_CFYK3dwrT1W6vw5Mw30Jk4cN29dcSFsTmD3W23PBfz4HzlCdW1vqCNS43-h4WW5s01t43X_p51W7fbG4f4zs40PW6PS9hT7vMsjxW91kq5y5qs2rVN3RHs6BGSH3JW6g9fs_2D8vsyW4CL13L4dv342W561Prc273WRmW1PrW8W7RbVCQW413fns2y-5DlW9hWQ1J541njCW5hSnlz1K7SRQN6chn_Tl1wTlf1QKfnn04 )
by Jessica Wachtel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3m3N7swfxDcK3T3W1Yzjy67ctpj2VzM48F2m6sJkN98nKJRVl6YnW4B3h4L6sQZtzW8_-_0X55JNywW7FNTz64qbyTsW79Qbc-267jH6W8F22sF16Z7jtN40G3dBspj4JW8Cq_Vs5q_53pW89bGjm8BjChfW7yyBNk4n1D9zW96SSCb6Ld89XW8dcNrB9hhkTVW1_brll4Z4SDmW5dPwq-4dvZvjW8rxSR011CW-fW4PrCvZ1LJhq8W5JPQPr84T3xBW7mvnVt6Rs3JbN5Q7nR1X1S32W15J0NK1CcWWJW2Jdp3r2x8Ldlf7q2Pzn04 )
Featued image for: Temporal hits 3,000 paying customers with its crash-proof workflow engine (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3lbW5M5V0f6b6VJBW1LMmJ05cqJdjW7BYJqK1nfMbxVWjlNg8l1TNyW5DN_nT2JVvL8W51w__g27W9qsW5QpP3g2vYrrVW7P-YjW4WBK2FVtShZk4bwVfZW3DQBv47r6c4hW40GTpH62pF32W2WshVN7mdj96VZNNyR45j5XYW3WG36282blkVN4Sz9TnKDQMcN23TT-bqZGjhW8qV4h_6C5ZcSW75qgcm20kMZ4W9jj8_Q1Th74hVxH_Q4518bLsW750wRj23DKvJW1qZqGg6szxQJW5C5Zg241Rs0WVH4kKz7ftfl8W6cdHPm1sfPvVW14H2gr6YLZlbf1BbBHd04 )
AI Infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3prCCW7lCdLW6lZ3mMW7pmScr202c2ZVqmtc12mf0kCW8LsmW092RtNxW7bVVtB3vCQwxW4ZSZX832knLFW7CSF4291r5l4W5s1Ttk3zNLk0W8LzYF42fkh3qW4QXVKN4XcbwZVzDx654s2gQZW8hRwVJ5zBHbsW3Jdt0-8qzM7HW7DlDtf6krnn0W812v5j9kJXJpW5-CbTP106txWW2DKJYD5ckkysW7cmNTx2qj7l5N9jfKLRS5SPMW4rTpvr5Zl9pvW5JwJDN28916MN2jvTXXb7CDHW7xdWCj1nTpHfW7_55v75PDZ1ZW72SGQk1kM4W1f8GZfJK04 )
Temporal hits 3,000 paying customers with its crash-proof workflow engine (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3lbW5M5V0f6b6VJBW1LMmJ05cqJdjW7BYJqK1nfMbxVWjlNg8l1TNyW5DN_nT2JVvL8W51w__g27W9qsW5QpP3g2vYrrVW7P-YjW4WBK2FVtShZk4bwVfZW3DQBv47r6c4hW40GTpH62pF32W2WshVN7mdj96VZNNyR45j5XYW3WG36282blkVN4Sz9TnKDQMcN23TT-bqZGjhW8qV4h_6C5ZcSW75qgcm20kMZ4W9jj8_Q1Th74hVxH_Q4518bLsW750wRj23DKvJW1qZqGg6szxQJW5C5Zg241Rs0WVH4kKz7ftfl8W6cdHPm1sfPvVW14H2gr6YLZlbf1BbBHd04 )
by Chris J. Preimesberger (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3prCCW7Y8-PT6lZ3nvN98ZrSZ5zsXmN4vJclkv4rlnVYxsgr7z7BgbW1Z2cVw7ptrFXW4QczVs8ldtLMW92y7Zs6VNCv2W6dtjTg3Xp4lfW1Bc-4y7669CxW7sllWK8qJxqFW6g-pDd2csJ7yW7pcsN72Gm19YW1vvyWM4Qz50VW8JDSMf8zgCdfN7W8Dckq72w_W29mM0x49WR-rW4HWpPK62m2P4W3SP1Dc3yM6k9W8qWj_Y2kDng5W2xtZSj4rBXl_N4Ny-wkNFgKCW6clQyx5qlVYwW5wLh9t8Y_Kq8Vp_Z3h1GdLXTW3pcT4T1XBfqFW7BK44n27-hDsW98Qp_02MY6CVf2HcSG204 )
How to Make Claude Code Validate its own Work
From our partner
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3gP0xW7Y8-PT6lZ3krW3w1Vx219PNWsW8zh8Ws7jbJB5W7H47Tz2xcpKGVkVwfK3G0hQvN9bcqnMfHLlvW6Sxyg26g5-2NN2jR53pWFn8QN4pDV8R5CmDhW433zjH83mg1pW3QNf0W9cBL8HW35_ZDC1M2DsPW7l0-Pf7sng0FW5TJ4n36qRNX0W820CLc1byS63W42HrX82sj_g7W4bTq6J2zB2Y2W83z1q920PRv8W7xGD8H2R9WFPW1vr-kg2VM6p5W4-4XjX7XK-0cW4FD9B68MRg0gW50XNXr37zMR0W4hmg0J33LrzvW2YtmLN2PTFVBW986qy-2jds-6VbhGP42THFxGf15Cxzd04 )
Claude Code is a very powerful model out of the box. To leverage its full capabilities, however, you need to give it access to validate and verify its own work.
READ ON TOWARDS DATA SCIENCE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtW3gP0xW7Y8-PT6lZ3krW3w1Vx219PNWsW8zh8Ws7jbJB5W7H47Tz2xcpKGVkVwfK3G0hQvN9bcqnMfHLlvW6Sxyg26g5-2NN2jR53pWFn8QN4pDV8R5CmDhW433zjH83mg1pW3QNf0W9cBL8HW35_ZDC1M2DsPW7l0-Pf7sng0FW5TJ4n36qRNX0W820CLc1byS63W42HrX82sj_g7W4bTq6J2zB2Y2W83z1q920PRv8W7xGD8H2R9WFPW1vr-kg2VM6p5W4-4XjX7XK-0cW4FD9B68MRg0gW50XNXr37zMR0W4hmg0J33LrzvW2YtmLN2PTFVBW986qy-2jds-6VbhGP42THFxGf15Cxzd04 )
FLOW STATE
Why the Linux Foundation adopted MCP, with Jim Zemlin and Mazin Gilbert
Jim Zemlin and Mazin Gilbert discuss the Linux Foundation’s new Agentic AI Foundation and the future of MCP, Goose, and AGENTS.md with The New Stack podcast.
Watch the episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3gP0xW6N1vHY6lZ3nTW2QllMN1V4r-8N2nRWTVrT_HzW7Xc85K6BDqx6W1YvvQT8WgshPW7Lg5D68Ltd-TW3cRxRd7L9lbbW6rf7bS97TH3dW29c_qS33tdcbW8TT4_g23f7nRW1Nc_bY5w9lFfW94CjdF1d9PktW4XGFjh5RrX_LW8J3xzN1hv0SfW1fsMpW420MNwW25PSWD1F3sT4W1mhh9R5yFJ0zW2XP4CB7KW8mfW3sSjG58Jh64kW7tMS1B2WzT5XW93zfmC5qk8N2W6-V0sW8D4vwMN6tpszz4GmpBdqcsyv04 )
Mainframe modernization is no longer optional for the AI-driven enterprise
Learn how the Open Mainframe Project and Zowe turn mainframes into engines of innovation for AI, cloud computing and enterprise modernization.
Take a look
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74PqtC3gP0xW7lCdLW6lZ3pvW97-gcy8Zlv2VW4QSpJQ4BPhy9N2J0t4sNwB8nW3WLhdY3Fl3nsVZVmwg4rSWHHW74Lglz4PMHmwW96_CWB3JDgPJW1LNW9h1qlPLPW5WCcP778sYLzW69yXqY6hZSH5W2Q8P5R1k50qvM603SB2XRT7N2xc8337FqYKW7fv5X13wkql4W1Lh89h2FB5j7W7jd31f77yL77W42dzd11fflRZW4snqTj48lqHxW1XVT2r5ntCBFW45FXL698Mx1HN4NlB_pnmwdTW8h4x356vwxVwW2V6d1W7G7l_YW8W002Y44kW42f4m4cSK04 )
I tested the new OpenAI Codex features on a real Python codebase, and it’s the strongest Claude Code rival yet
OpenAI has updated Codex with computer use, an in-app browser, and PR reviews. Testing on HTTPie revealed how these features handle real-world Python bug fixes.
Read more
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVtMdG3v1QSMW2VjCg44KRTFWW4CCSrm5P3bxrN74Pqtj3gP0xW6N1vHY6lZ3q2W1FplC915TQN7VtQmp91WDwNBW8FTVlr7dq3JzW39XlMN8vfY2GW8KzHCP9jgPXNW7nC59h7Lm0WJW542V5L45yXh-W11SbS63Bk6f-W62cc2F15b9JDW1BpV4x7HkCMqW1yZXDK87K94XN1VsMbJhPS-7VmFlQz6tM75wW28nHyj3kp8jNW5sbhZp90W1BpW6NrJm15RSp90N5cch0SdZTHbW2PpfkP8CZq9HW5FBH9n7Z4xKlW2hnwpQ7Qsq86W6qfqMG8r8TkyW2FF1pr2bDdkRf8z5WPd04 )
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