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From: newsletters@...
To: [email protected]
Date: Wed, 17 Jun 2026 06:08:05 GMT
Subject: Cloud costs, automated
To: [email protected]
Date: Wed, 17 Jun 2026 06:08:05 GMT
Subject: Cloud costs, automated
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<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3qgz0W6N1vHY6lZ3pFW1JsRLD9hvPP9VhY4bg5lL3K-W1Vm3Mg3n_bH0W3vKSPp5C_W3bW60XNYX6tScQrW7hdVh97P7ht3W5RDMg53w5M_NW8fWRg48PtbKLW34VsQD48CX7qN8TMh61LFwz9W4J3Gm08_6bn7W8lHfJC8mnKK1W5SwYgx3gc9DLW6Hf_P83gFBGxW3K4l5P5snNLDN4SZmDWz_67mW7kC3GM2rd5WbW38f64k2k7rrkW87tqQK4py0_yN4qc-vC9zKmhW7SZnYt1nyVMMN6qT4_MkNt8hf63R4TR04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="L9sfbUo9">
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<style data-hse-inline-css="true" data-hse-element-inlined="true"> /* TOC Description WYSIWYG */ .toc-desc p, .toc-desc li, .toc-desc a { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .toc-desc a { color: #1a6fa8; text-decoration: none; } .toc-desc ul { padding-left: 25px; } .toc-desc li { margin-bottom: 8px; } .toc-desc ul { margin-bottom: 8px; } </style> <table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding:28px 28px;"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; color:#142640">The AI agent watching your AWS bill</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">In today’s lead story, TNS Editor Darryl K. Taft explores how AWS is applying agentic AI to cloud cost management, moving FinOps from manual dashboards and reports toward continuous, automated integration.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3qgz0W95jsWP6lZ3mJW8bnYWW7BWWGgW28KhMY4mVJqxW1rkSlj7LswjnW4vF5Xb31Pbs0W4FMV7P2mmL0HW6V97Dz27G4zdW4z98HH6PMQz5MR_DS466rbZW9jtt9q5vVGsJW8V-Z1_1ZK-WQW82T6qq8SHvWbW97KBwF1Jm4CVW93Kycj6d9H-mW145Ckh7rQHN6W17FPwT6nknhCVfBN-P6VptngV3616s8_-BnpW2VkVTn4VnLvmW2Mhx4C83D1kkN2GhZJ5w9lvBW2QfJW61Tx4MDN7dnSKxbGDtpW60P3GD9bbdHXW6tM4WZ6RF0vVW58gNbp89x0CZW4K6lHQ3k8lr2W7RWzXL5NYk9yW1fc8kN99BX0wW1l2-w57MNG1RW6QV6SB4CrN__dVz_7l04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="erWVM0zn" target="_blank">Amazon Web Services</a> has added a third specialized “frontier agent” to its growing AI operations portfolio — this one focused on cloud spending.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><a class="ext-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3qgz0W8wLKSR6lZ3pDW5Y2p9w1dvP0TVNZ-x13S7rvYN6ryXsvklP0qW2wlP582ZYLqZW7h5_YB8tdYPnW48LmSG1lrLl4N3rhY2g5QhmcW6XSv_z1s13ZVW95-svv7x61TDW6fDMp12-drqgW63lv252N56qwW31bVP72W-9YnW2jHfvH7KtvbnW27Z1tB7nSFXnW1_xyyh6mxnmPW4Hh_1Y3HqrdNVnt0L14XxS-7W23sjPV7XSCXpW2dlsYd28R_W_W4kw_pV6KKkDwW6vMHHv3M0l17W8K2G0T1mKYT1W5FQs621lLhfnW65XfW545rwBkW6YbVg95fTsLWW9l9gyF3xCv-pW6ngdVp3znW21W1JL9sP8jQrnDf7wYL8n04" rel="external " style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="NtU/4eLb" target="_blank">AWS FinOps Agent</a>, which the company moved into public preview last week, follows the earlier debuts of <a class="ext-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3qgz0W7lCdLW6lZ3lBW4_-rtB56nC2kMV20ZSGxfb1W6B588f2153VdW4m6vWM2Qv3hFW35mf-g7Td5QlW7sY1MW6bJ44rW3j5nJS1Pys8JW8Nw-Kv1dFxNkW40pNzG156mnmN7z0fGHWHCPRW8snzmc6nsZllVF2S4t52v5h9W52CT2l6Qvq73W125_yK5R4Y6KW49fyn34lszz3W9dlMvD8-vhN0W92hXPm2YtDgxVFqc_J4QhQ5-W46lRHw709ZBlV1LhSN2tgJDlW5qw7SP6rYzVMW4yTxhb8ctmFhW8RWP7-7F9xw6VXpYL58Bs1xcf66x0Nv04" rel="external " style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="bUl6Qyr0" target="_blank">AWS’s Security Agent</a> and <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3qgz0W7lCdLW6lZ3nYW6tDLQ07Lp8hLW5xj9wg7H_r0tVvKy-c4xByyNVG51932HVp1VW48Z8w13ldlFlW2XQLv3267c2RW3kGWzQ2Ss3FRW3yK1lq8kkfQRW2Hfrg_4GP_4RW3070lk60Vb4CW9hs7Z73CQDK9W4gq0hq8xXskKW8fMwZP57MPLTW1py7rB38wzpHVFQF0Q2CXsWCW51KlTJ4DyVk6N6zl_54bZT4CW4Gj7Xw6crwv3W2qH5gT99Y4KSW2z4P3V1jtPchW2cpnTB7X6SL5W7jqY4T6G9YLvW2RWTFh76753jW8P9v9x4GjT42f7-jV6004" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="kqmVwsQc" target="_blank">DevOps Agent</a>, bringing plain-English investigation and automation to a field that has long been dominated by dashboards, spreadsheets, and manual analysis.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">AWS frames the new agent as a response to a shift it says is already underway: FinOps work moving from periodic, dashboard-driven reviews toward continuous workflows that run inside the tools engineering teams already use, namely Jira and Slack.</p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><strong>Go deeper: </strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3ndW8SnszZ7Gchf2W1pFpgX8D5rjRW7lWv5l72P57MW3-96X25-CPYTW8NGbTB6-s2XqW3NpwD65vj6xgW8zLSCM6GTCN-W8hhV628Z5FX-W2QWzkl3lbqNXW2pVS1h3x6xD_W2XpwBg8hs0VLW8zb4yb8wKjxfW6Flv0-59_1qWF8XlKpzM7JYW6bc91h4CdvM5W1gF-179kn8btW3H5lsz1dndyXW1XPD6r2wvF-rW1lDrgd1y3s4rW1d5Chd99Yxw8W5vB70L4B-TdqN4444z4Y-tbWW5RMt_F8gFZHSW7sLvD71W79m5N6nRh1z1Jm6DW8BvJBM3PBYjSd-2yhl04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="A0fPqw0J" target="_blank">Why did my AWS bill spike? There’s now an agent for that</a></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><em>More fresh reads from TNS:</em></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3qgz0W95jsWP6lZ3l5W6TyvRK4gy-4sV6vkDH4g2z_jW2cCN6y1PL4fWW6QL21s2YJ5dkW3Bk-416LzYbRVVZttC6xh8N0W6cbqMW51myCkW73XCHv3hsTv0W9f_NgZ2C_3lWW8GTNjF6CbnkHVWZvlw2x5LfVW6gnHrN8rMYz3Vtg9pV5Y26kCW3_JbX05f-GBhW6Jf45R8zLY-4W3JbFGF1fwPKlVgnjTr8cMwWbW8YP34b47q6xxM38qR75Y1PpW38qDg_4KQY7qW8hVmmv8mkhnJW7MC12Y4c_GM_W8B-DVV6gdSLHW4hP53769_qVfW5l3vs26QzKQVW449V5Z40PLWxW5t06BY80QCfSW5jS_5h55lCr2W6VMz5p6bK-hvVS1W665YT4B7f5jYzNl04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="AN773Jdi" target="_blank">Anthropic pauses Claude Agent SDK subscription change on day it was due to take effect</a></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3qgz0W8wLKSR6lZ3kKW2B8jtg8HVtvjN8Sf9dvYs47WVlH1q47WQ9kwW8V3ShP2FrY7BVb3z8q2yQqYGW4wjxYF2qKFqJW6vHZ_V5hCrqgW1N_67g8tJ2-ZW3Mp9x51DPXzHW4DJTNL7_fqcZW3VLDmH7Fv1FZW2rj_Lk7jGGgxW3_pCmg3kWVQrW70m0bz5h6DXrN79gkwCpDwFpW74wP3p3Z4xMGW1Y9NWK921lYGW2bCCt895TLPBW7MC72S6Bj4ypW6wWX2T25qsstW1Wjvj98GHkD5W8wlGbf5f3M7nVsM4s23mNd60N7CDBwmZNNsyW90f3rJ9jKlJMW1QhplN3Z93VzW1jfy6f95hkzWW1YYwcZ1nYGXsdcMY4W04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="uoAo3jqI" target="_blank">Cohere sold sovereign AI to enterprises, now it’s targeting developers with its first coding model</a></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3msW184Vvs9kV2y6V2SpRH2sp9B8W3fd8VD7SLZMnW2C1Vc43vF-mJW3rVPtr5KCdk3W7X0GwK7wTY6mW4YgtSq7D8kZVW6TyCk-5YLz32VFRwQc5DV_ljW3cz2wn2WVPjxW4Tdz1X7lf-dpW3TWB5F5VbDmNW7FK8wZ6dCXdrW76_V7x6RRnb-W1rJ4VD2fV8GdVZB5hj9jmmB5W5Mh_tX3jxzYBW1Y_DmC8zGth4VTLQS33-dG1tW6fcSNz8628nmW76fCQz7mGX5gW2gK6pl59hSfSW71Y9K36sRss6W98QC3P4gHpKhW2JYHg_8JHNk5VsXdZw5HLs_Yf5rCQZF04" style="font-size:15px; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; color:#1a6fa8; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Lo7Dpf00" target="_blank">The Anthropic Fable mess, explained</a></p> </div> <div> <table> <tbody><tr> <td class="author-img" valign="middle" style="width: 48px; height: 48px;"> <img src="https://cdn.thenewstack.io/media/2026/06/d3c02c36-cropped-a1c2938a-download.png" width="48" height="48" style="width:48px;height:48px;border-radius:50%;"> </td> <td class="author-name" valign="middle" style="vertical-align: middle; padding-left:12px;"> <span class="font--default" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:13px">by </span> <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3qgz0W7lCdLW6lZ3lmW7M_VgT8bqqT9W1TPsVp51fs8FW8PCnk22dW9_wW93-ZDW4v0xs_W3rXH9D6JS8RRW1cFgTD7Td2mdW4bbJB88S4zvmW8D7zgw6lWlMNW1Cgznc1GMb6mW3Pqj0g2K1SpgW6RvCdW1ybrLFV9yKbt43GCm1W8gH0rg89gwkqW3WXc8b4bnrYNW8Wc-ln49QCJ3W4ZTRrd6yNwfpN6m5Zj8B8dlWW9gGYKc1QCbW8W16gNwF43KDv5W1xxZLw38KkTjW5swQG293fxrkW3gv0S23TqfNQW8K9cs35Ptgr-W8RhjDh1pCzR5f3zWV0H04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:13px" data-hs-link-id="0" data-hs-link-id-v2="BeBKFCEq" target="_blank">TNS Staff</a> </td> </tr> </tbody></table> </div> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .sponsor-desc p, .sponsor-desc li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .sponsor-desc ul { padding-left: 25px; } .sponsor-desc li { margin-bottom: 8px; } .sponsor-desc ul { margin-bottom: 8px; } </style> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3hCZYW95jsWP6lZ3mQW7GRrgp67G_cMN2tmQHrQRsVnW4BNKFy3SY1BSW7MRjKt7bWmhsW1w_NxF8FxvS5N2Gkk6-Xz-8fW7Lh-C83PLy9ZVZfQW_8w3g2LN4d3tHk1jS48W8Td7Gc852C9JW6pJPny2BWl5cW6FWdd08F2-bXW81g3tp7vnT5DW6Yvnhd1Yj1XVW1SKN-d2MmrN-W3g6Nvd4LjsQgMFz-NTCy1lXW4L2NXC6sq4M9W8xVMK089qydgW5d-pfM8D5xZsW7gnfYK7nwHQBW7tB2vP18RGtdW1_mGYN2SwtZpW7_9v__32Ds6jW7Kk4s52F8Rr8W2x5m4_5Wb_hdW84Yjqv3qtTjYW4FWQ2t1q7n6LW5ZhNcz3T1J6vW3wL7pQ4HzGSHf5vwXwF04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="0" data-hs-link-id-v2="+DXI60cb" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/05/24ff182f-fortra_webinar_23jun26_see_16x9-scaled.jpg" width="524" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> From silos to governance: Securing IT/OT data movement </p> <div class="sponsor-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">IT and OT were never designed to talk to each other — but they do now, and the seams between them are a prime attack surface. Manual scripts and one-off file transfers create compliance blind spots that are hard to audit at scale. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3hCZYW95jsWP6lZ3mrVFMWVm7xLW1mW6H62yl6h49SzN8622f_BHMXRW1b4c023Z8d1vVhYsSJ7vdp4lW24Z7pV8dnbJYW6c7Bft310HWdW2kvSfx3nKSSjW4vdQc84b4w7SN7jQd8KVvjGKW7ww8v8210dyDW6VlhSM5CFkSwW8gVw0Q7LRpkwVmVlhz6WPjP3W65-1bT1kxwqBV5cgdp2tTxQ4W48pGMW1-SxjBW3jvtDq5x4PVqW4cj_gk33SwzVW6nn4Tp7g5dNyW3tPjD482Bzf_N2XQqfPrM1ByV7RXRR5WNNdZW52JVym4wV_PCW6WF6lQ7DxfKNVNyypJ3xdfRrW5ngjJb7XPq6ZW2BvThh9f9RQSW6zbmCZ1HVHmgVhhJHn6dGH4cf2Nt8QK04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="1" data-hs-link-id-v2="qQYn30tX" target="_blank">Join us to learn</a> how managed file transfer fixes it.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3hCZYW95jsWP6lZ3kVW3qbpdD4BqyTQV-3M-f2tL5MnW7080j12VKBgsW5YqLBq7Q8rzjW6v0yDv3dVLZbW3kg_DH2dW3c2W6csYPJ3mCKRyW7-vVqn4H-KlGW5DWfJL3m_2wXW1jygdr80-79FW1VfJNF6Vb9GMVzxDvc624P0vW5Ls-yp7LX6KDN5LnxxM7XlG6W4g_McV6Hfp12W4Ngkz025hr9QVGF9tF56wXC2W7p89HC6FF4K7W7lj5xx579lzlW1QkQz_5kWCK3VQj5ZK7wgKhnW7CpfLj5LgNrFW5WRvZB5Y15QvW36NF3q8_frlGW6nqv152DNNVYW74FJ-K2V1fchN666hgTwjckBW3nFWjR98swjfW1zC-vw3dGT6SW77qnJm3CR3NNf3dSSc204" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="NIeBKyCJ" target="_blank">Save your spot</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> /* Story Description WYSIWYG */ .story-excerpt p, .story-excerpt li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .story-excerpt ul { padding-left: 25px; } .story-excerpt li { margin-bottom: 8px; } .story-excerpt ul { margin-bottom: 8px; } </style> <table class="lead-story content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <h3 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">TOP OF THE STACK</h3> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0 0 8px 0; font-size:20px; font-weight:700; color:#142640; line-height:1.5">Why did my AWS bill spike? There's now an agent for that</h2> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:12px; margin-bottom:15px">by <a class="link--default" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3m1W93ZbvB61Z3FYW74PGbl7hDdwJW1TnJJH8g6trCV4PG4M1DScvmW6bgKgS647mQdW4j6j1C70--6nW87w94q85MkWTW31WGH81GcRs3W1ysZrz6hjfmQW3Wf5Bn7q4-kqW4rQLsG1qNchLW2xsT_G2F0wr6VVys7L1PH8zwW37c5y47zGTN9W18D5-Y6vCxLHW2fSqJQ6yPBMPW3r6VW-35D_tZW3WG9c_3zLxWlW5FMbbZ5MhVM6W763FvF5y7zjrW5cvn857Sk1zCW1ttstt1BHB9lVk6r-67ZZTfXW5TxVVk1QtVPZW1pSQqL2xPGxFW3LklJf1Vl86rf2njfcv04" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8" data-hs-link-id="0" data-hs-link-id-v2="fBRiJagP" target="_blank">Darryl K. Taft</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3mKW2qCFlR2Zx_10W6Xgj4H2vR8sNW7kJvDY7RdwKBVBVXKK3NvrXSW8QrnxL8b00brW4Qtv2D5PnzNcW47wnBj7FY-77W4NjW892Rff4xVnzzLD7G5wn_W8nW0hB3d5tntW36KB3t3p0Bm_W7x4wX69g9fzrW1RyWHh5X6_khF1jXG3krqBDW7rVnHX44yGRfW5gbQxG1RZKFnW4bC6y96pv1cYW4Py-ry8LSYKSW7BdhZ165lMwTW7_yPNy53j4CrW5cdV6D5BT3TzW30rw0f1N2qXKN3Bkh9vf7bqJW2Lc6rR6W4xl8W2LGbdH3N5Q3GW76vtFS3jjlmgf8F8XPC04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="1" data-hs-link-id-v2="tTZXrdF7" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/06/8bca0875-getty-images-am3wyiikxo4-unsplash-1024x622.jpg" width="524" alt="Featured image for: Why did my AWS bill spike? There’s now an agent for that" style="display: block;width: 100%;height: auto;border: 0;"> </a> <div class="story-excerpt" style="font-size: 15px;color: #48607a;margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> AWS FinOps Agent is the company's third specialized "frontier agent" for IT operations, promising to investigate cost anomalies and answer spending questions in plain English inside Slack and Jira. </p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"> Amazon Web Services has added a third specialized "frontier agent" to its growing portfolio of AI tools aimed at IT operations — this one focused on the cloud bill. AWS... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3mWW102NwK5f7TtGW8ykBbt2XDTMGW8pHN_D8zxvD-W6c7BGG62R1KXW88vHKv2mNGZYW6vmKws93WpfXW33Q0fD4zsnzdW8lJwLn711plPW7CF4rD8m8LhPW5Vz9Fh7LxPk3W2-8h9n8MdjHjW6RWJzX1n756VW2mLpC080cqlsW13L8kk98f-DdW77zwmg2BMvnhW1JBBYw7SsNcHW8bs_3Q7HG-F5W8Pwx-z3shtDJW9cchKx12k9dmW2kl81S1NLlGyW93Csyd55PQz6W3k3zjj3CZZ_gN8qgSt2WpC4tN43DR7b-vbchW96R3fL2wMv4hW6YCDGk1Y7Yf_f42sl-C04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="mS4u+T4k" target="_blank">Read more</a> </td> </tr> </tbody></table><style data-hse-inline-css="true" data-hse-element-inlined="true"> .digest .item-label--1 td { background: #00aff4; } .digest .item-label--2 td { background: #3a8fdc; } .digest .item-label--3 td { background: #9850c0; } .digest .item-label--4 td { background: #c43aaa; } .digest .item-label--5 td { background: #ff3287; } </style> <table class="digest content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <table class="digest__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">WHAT ELSE IS NEW?</h2> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">PIPES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Agents</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3n6W6jm_1m26Cp3qW3Lk-Mg9j4zkRW3t-FYP1mVT6hW2wN98J8ps_vlW8yzWJt5jJVqkW33QDJZ8XlDkDW73c0gz6Xzh4_W96Q5-l70btYKW77890Y3gnpG7W3kG9xd1J15MqW481PRZ4zkcY8W4l4vf74gF5WFW6DhJPr2LQh2PW62NZcJ50M8qHW4JcVcD6mcVdyW2LHXnh1wQfnpVV3llk1GSqx2N7ySZ822d-z3W4sShhp8qhVrBW7w_m263f5S_7N4rf5qkdfc0cW4RsHhv7jz2hBW6Gy7bH1P0lcMW3llgJD53w_8vN5r0bGSQ9rgjW7TPdz45Sk2lvf4v0tb004" data-hs-link-id="0" data-hs-link-id-v2="+R1YtUjh" target="_blank">The siloed-data era is over. Here's what comes next for AI agents.</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3qgz0W7lCdLW6lZ3nJW4LzZFq9lfP3DW4d_lfd1CMQBXW46C6xf1KnxfVW8ZV-PS1lY-wKW7sTlyJ1Yls1DW5P8jj25byG9pN85TB5cmQB74W2zgfVd7Y3D-PW8G1CyF6_VZ21N8p5RvdgVvLjW6WVVYj2xMm7KW7Dl1T92sQjHvVfft7q4V5WMrW4SYvCT7bwkz3VsTB7M414hwQW2vBH5g2ZV6VCW8pdvft2thkSWW47n1wg95PSP3W7sBqlk79dRgrN6NvYTCmRvP5VVcMGb8SBf80W1pGqMv1HGbVyVYc7Sd1l3RLNW5hqzmn2ThmH6f4Rj6x004" data-hs-link-id="1" data-hs-link-id-v2="JVVzRFjm" target="_blank"> TNS Staff </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">TOOLS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Models</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3qgz0W95jsWP6lZ3kSW5Wq4Fs5C1hTJW7KNwB83547bPW2TQfBx403vhhN4bfkKhJ8ryYW5Vd1H93m9Vt1VPXt9_8XRB_CN3zhv58gZrn6W3D-3Yg8CkRvMW8Kz_162bSw2yVVNPTp2rBrFJW1Yfj_K25KTVQW49GcJM3xMb4_W1_5HcD1HzWHjW8p6psw8z5YdYW4cPF5G6P3TtPN202BWNDsqfFW1VwQYb3-Nx9RN3Y9VD8BGY8cW4H6pmH6YFJhpW61Tx908Ms5gtN6RqF4Rlf2NnW5DSCpL22_r9-W6DqfDP65D2SwW8MjqSN8w78S4Vbq4yF13DnMWVXYV0V1fHqxdW2x-RQ193ZQGSW2db0W82ph0BvW4jKywW6P0BvMW2PZxW068Pnwsf5xw9_K04" data-hs-link-id="1" data-hs-link-id-v2="tZ8ZsJj1" target="_blank">Anthropic pauses Claude Agent SDK subscription change on day it was due to take effect</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3lWW116JqZ410Cp6N1kRW79ZwDmYW241Dy61T-4RSW8b5ZZb2qXmD9W5MbVzz3HCzlrW8d9xkW7YFVsmW8pYZYm5ZxLvRW3plmt93k-nw0W6pWvkM8tpZJqW6njk073HsQ_TW94WGY41L2ChLW8CsRVF6xkgRmW4LZJCD1CWSfyW2LyKMm5cFnQbW7NhTKV96c0XyVWtqMN9m29TCW7t88dN3rnFtmW7G_vHR8Tt0phMXQ8YpkHC4zVJJSds2JvD_NW1mLRXR1qGf4mW8LGTH822bRHCW2Db5YY4Z44hqW3c5DHh9b_Q8NW9bKBQP7Y2nd3W8c3X8C7klLmLdQvHNP04" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP" target="_blank"> Paul Sawers </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">CHAOS</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3mFW4bpnP176LHW6W5s4R0g2sSJ5ZW1Kyzfw8P_zkkN34bB5sdtvVrN4BMKwtH9KXQW7blHX12mNmBTVNZ96d14STLZW3x9nkP2s8GrRW4FY1g85LW9KyW5Lt1GT8WLzxrN55pmJyY-k-LW8TpGQN1ZxZzfW9cS86M469tTKW7SQGc87xfylVW6NZvsJ7p1W8MW54qggG4H_Sk_W7dW_wz5NySVrVk9M3T1mcyP5N3SKYXVDYk9SN5MZFCZT4fF1W9bprQ28GMPgmW7X9sF17D7c3hW8LzjXR8FfdXFW4vN2kf82XLfRW2PvYyg7VyRdcW2-9NlK6mc4fpf5wZqmg04" data-hs-link-id="1" data-hs-link-id-v2="lRRmH/Yu" target="_blank">The Anthropic Fable mess, explained</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3msW62-kY-2Gw5F0W77V23G95n-tnW9hrVRY8LCbWGW4HlYLr6pPRWHW6vX34B6JHTFbW4pL3H32L7x55W2yrxhZ51Cv_2W4QdHZ42pc-7mW82D1gP2vmSLGW56p2N_84yPCWW1sZb-V6xGHhYN6xMDb0zHDx5W1P0xRw8SDh_nW9hscFQ8TWqjDW3N1n0d11BSjrW6KRgRC75xbVbW5JLYmt4bTyhgVWmfy715hj8ZW3dZR5g8P7TQKW6pPK1H5XP9LHW1QXwf051F8YbW6zVpX54spBbsW8jTpRC4fhDn0W95Q_dm3MpnBTVHKH807bfj91W20HP2X7CMrnjf4dKYBz04" data-hs-link-id="0" data-hs-link-id-v2="ODKWwpE1" target="_blank"> Alex Wilhelm </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--4" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#c43aaa; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">PIPES</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Agents</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3qgz0W8wLKSR6lZ3n2W34NWQ24BxtCGW2tMyVr7cWm8SN579gntLX2vhW6Jqh7836yvwFN6gSNtJ6-q4NW3C78Tb6Fx6nYW89WrWH1RcJt1W3fdMgk5wDfmKW8MkjgX68pgTGW7xdbnZ7wvm5fW8Bp03h4XnyFtW6D4S1P50fTHlW8dyxJY64mLqVW5C7yjg20nBVmW84gbsJ2m2PjVW4PjRhP91c__3W4z59td6dlRPhW7_WPMR28pxQQN30z8d8tcnmFW3lLSK-8tJFf7N7XGLqh--tlbVH18pB2RwHXDVfZfzm7Lf9lcW73nqHm8Cx0g1VrXCm57qnnxQVrj8dd2rFNY9W7661223vh2j4W7TJb6W4Vbvrqf2yFLVv04" data-hs-link-id="1" data-hs-link-id-v2="Y6BVnY1C" target="_blank">Cohere sold sovereign AI to enterprises, now it's targeting developers with its first coding model</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3lhW1_pzc44gT2crW23DVFs11dHB4N27x7rpS9hvkW492-5b2vgc4zVJ0wWm88y5vlVvVsfH3B2yRyVxZP9v2dX8lPW7YCHr36Y1kdNW35CJYT69DlJZW2rBgsx8dM5XQW6mYGG51c_ncWN2NVZ4nC80b5W8Qd1ZS2tY2sSW7tCMpn4jQLprN95SwCJL9mwTW8xywv-49nDwqW2Zfpkv3V89DWW87YZ5Y8MkNKBW1HLBkm3-G0CgW6sxSsX8zxDRFW6GctKN6Sp3J-W8mWTWp7k2_82W8Ggt1R8Gxf99W6m1xl03NKXrLW42j_RY7n44XDW45X_Tv7CZlN1dnTFW804" data-hs-link-id="1" data-hs-link-id-v2="S/ywSdqM" target="_blank"> Paul Sawers </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align: top;width: 52px;"> <table class="item-label item-label--5" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#ff3287; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">BUILD</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left: 16px;"> <div style="padding-bottom: 4px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:11px; color:#8b8b8b; text-decoration:none; text-transform:uppercase">AI Strategy</span> </div> <div><a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3qgz0W95jsWP6lZ3lbW4QZTy38Zz7hCW49TCLb5sfS1-W48c04H3rFPw6W7KfZth1KM8z_W2K4pbY9gVD12W2QLSTv7JV4V4W16j-0L6j4wzCW7S_1vC77C05kW3933y27vdjYGW2p3ljG2nByrtW93BSG95kR35jW2QZx571YHTpwW3xhn6w8yYcVGW3Nbs9t6NtS7GV7KVLq2ZRKPMW3b45nT8PRxtxN7tS0C7h7kFwW6JKv1H149hRMW5PXH6Q86BDSJW1tmfly7nmpp0W7M-PDK6w2mfLW7HHhgt171xzSW98RjYT3P8pbLW2PYk4P7rqSxdVc-z426bsgy9W7t0cZD8J68CCW3-3z_44TfBQHW5FJM5K4Y81wJW4X58qR67wndZW88fHfd32yFTQf3S2nKd04" data-hs-link-id="0" data-hs-link-id-v2="cWkpvD5l" target="_blank">Your AI-generated app runs on their cloud, and that's the problem</a></div> <div style="padding-top:2px;"> <span class="font--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a; font-size:11px">by</span> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#1a6fa8; font-size:12px" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83qgz0W7Y8-PT6lZ3pyN1t26RDmyjXPVDg7D031r4cPW97YRPq1q-TkwW2v_LnG4lTyWlW74N7v277JwqbW92FyY4436PNLW90bs9W8wKD2lW7sgnk62QQLJNW6wR7Tv5qR6W9VRQKqp92KcB1W5wllL24yMBqFW4314_Q7kJ0cdW9k32RH4Q4M7lW8gRBvj4LvT2CW79khbk21M1tpW4703KF6KcdKTW7Ccy4T6jtvK7W7ffLXQ1p8M1rW8xSn3c8flRfZW6kFNF979bmpCW6PW6Rr74VylJW1TWgRw7C5l7sW5NbcKW67CMS7W9042F013_nwSW6cM94h2VLYBHW4X6Qjc2YMVwlf1JPymb04" data-hs-link-id="0" data-hs-link-id-v2="XPgIkoxA" target="_blank"> Oluwadamilola Oshungboye </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table class="sponsor content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; 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StormForge uses ML to rightsize pods automatically, matching resources to actual demand while improving performance. Put your optimization on autopilot.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3qgz0W6N1vHY6lZ3krW8Xhzd090w57CW8Zwd2966ntjcN2X-YpLPCvgkW1W8QJ117yY_9W7D5xVB1_QqhVW3F9PnG23gvdxW88CCFh1K2SQ1W181q9w1Qdr5gW2NbQrB81GYCZW6Gw3m01v3M6KW8NLlTb8d618GMYsZnQmPBRWW3PJGK13tyV7YW71MCq45wQvJVW37LFjS4XYQNMW5M7DFG2zlnY5W1d45sn2F37ZKW78Ds041D3BrRN6Y75yR2msGGW33cBk08hG-QGW5NbhwF4wwLGxVcksmC1yLq3wf4bKpsd04" class="btn" style="font-family:'Lato', Tahoma, Helvetica, sans-serif !important; letter-spacing:0.5px; display:inline-block; padding:9px 22px; text-align:center; font-size:13px; font-weight:700; border-radius:6px; text-decoration:none; background:#c4006a; color:#ffffff" align="center" data-hs-link-id="2" data-hs-link-id-v2="KB+lVXT5" target="_blank">Try StormForge for free</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> #flow-state .item-label--1 td { background: #00aff4; } #flow-state .item-label--2 td { background: #3a8fdc; } #flow-state .item-label--3 td { background: #9850c0; } #flow-state .item-label--4 td { background: #c43aaa; } #flow-state .item-label--5 td { background: #ff3287; } </style> <table id="flow-state" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background:#fff;padding: 28px 28px;"> <table class="flow-state__inner" border="0" cellpadding="0" cellspacing="0" width="100%"> <tbody><tr> <td colspan="2"> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px">FLOW STATE</h2> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--1" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#00aff4; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">HIRED</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3hCZYW95jsWP6lZ3lFW5LY0Jk7Bvn4_W16K06H2Q6zZfW2j9nGC5d6B0TW8-4zRx6B9D2GVJt6PY1mrRXzW4Kvw9G5KcgMbW67FvFf28_tCnV7svZH3cSBkVW7k1M5b41WS4HMnVk2BqWsVnW4_YWjS1nPHn2VJs31D6_HfLMW8XqrGt4RCQtgW7MbpML3WGSR3VkxYmZ8JMQ1ZW3frLkc6DZldQW54TyJg4F21B5W2Q9DGQ1k8Dp_V1K9np1cy_L4N27GZZVBdtgKW4V7jtD873DRvW3XmR-g6Sf8KjW9cBwxt809Zw9W7lV3zm1zW6nXW4hTDpq4rZsF4W6ZlHln4h29lNW49Ddl655JMXsW1zmTtG3VkSLFW1PYSc85Rkts3W41gybB807QdWf7-V3jR04" data-hs-link-id="0" data-hs-link-id-v2="Jkn3/T0p" target="_blank"> Reach a global audience and get paid </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Working on unique AI projects, deep-dive tutorials, or industry analysis? TDS offers a platform to reach a massive audience and get paid for your work. Take advantage of updated earning tiers and a higher monthly article cap today! </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3hCZYW95jsWP6lZ3pNW2wrKKP71kshYW9f764m9j-0zfN6q1QVWW6lsfW4zTjMS1c9K8FN5Pn1Z_lC8-FW1Njdy16wcBjFW6tvcqM5CbbdcW9flct18CRZ4NW16ld184jL0f8V73wNt7s6H-BW6Z9Xgq21NmpKW3PFjvy8-CYx-N3834xRgslwTW17VSh448zvn8N1M7dJHnbPSQW2DMSYS1gXh2DW6NPB7J93BmnhW2xrP963DVX_4N6qrwBLR80dtVKJgTv2HnCh1W5NCdWM4MVf-GN1YtPwczYtt2W8Z3hxl4N4YmDW5LMVHm2D1bBxW19nC461yDq06W2cDll74x3HHGW5B_bPr4G6jH-W90gtth5k2hZrW3T4PJy10VTgxW3bRlK14xncnFf21Spwl04" data-hs-link-id="1" data-hs-link-id-v2="EN0sPvkY" target="_blank"> Publish on Towards Data Science </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">AGENT</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3hCZYW7lCdLW6lZ3l0W45TyZ_3WNLhZW28xR554pg_SNW2r14527h19_CW5VQ74J3TzWzTV15ql71KQdVQW54hVHy8khszMW5fGJnw8zlPK0W3bS5gG3jNLvzW2CcxGf2hzCbJW5BrhM664ZlDKW71FTGp56N8z8W51DCRq7FVnkFW2b7Rhq2CKrBNN4-5Vlr7vyxRW8zmKmg84KgHpW6qSMcT3G7_M7W7rMWC77LFb1RW1N4jCy38qLSlW6glgDN41M3y0W7K51Yn7hDF-9W1Bt6CG4W9jMBW4CrPCH3FVMqrW1hzXYt46vw2SW8GnJZb1YBM_nf6rhCXl04" data-hs-link-id="0" data-hs-link-id-v2="mgDy7l8q" target="_blank"> Agentic development hinges on verification. For cloud-native software, that is a runtime problem. </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Async agents can write code, but can you trust it? Shift verification to the inner loop to scale cloud-native AI development safely. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3hCZYW7lCdLW6lZ3mXW1BvLSv40QQMzW12Hhm-525_g0W7_4Yzz831NGhN1w-13bzrs8tW54RTrv28T_LPW3JHzRL9cXfZNW2fNlqM61Td-cW19fm_k6gFQwPW6Z9-YC7QwMpxW4WfG9M93plCmW6kWZW-8ZTMjKW4fZspq13bbTFW1fGcxK5NZnMBN1Kj3RHrW538W7M2drw12d9vnW4TVHjK16NT__W6d2P5T6HWFs1W7s8d6-5hf455W5jtdbk8Pd9pNW415t0m3gG5J7W6GdF1P3d5DzjW5_T_Zq8qL-_mW45S2v17vt8hyW5NSn4J8lG9KHf348QKj04" data-hs-link-id="1" data-hs-link-id-v2="BSW+IybL" target="_blank"> Learn more </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">READ</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3hCZYW6N1vHY6lZ3m0W3RRvkv6qGlVMN7RV179sf2gfW2v4s-z7BZKNHW2tBjzk39g9wsF1yht_BtQPPW2M530V7rB5bcW8YRWnY2THP0QW7vvdC36zhtwhW88QCgL79Cpk8W3RPq0N6TkFqVW5HR96T6-PnbqW7T-SrJ7fkzWpW4mbShh3B294kW6mT1Xz5X-RM9W5b-q7C1rbNKTV5mVmN37qFLTN7hqGrZS3DhSVGWF_M4RTRQBVTW5pr3qm1FZMg3DMpsV4D2W8NHvY579g01rW3mbJF98b2Gqgf1HZR1Y04" data-hs-link-id="0" data-hs-link-id-v2="Eh0Ogvqc" target="_blank"> The Anthropic leader who built Claude Code says he ditched prompting — now he just writes loops. </a> </div> <div style="padding: 8px 0;"> <p style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-top:0; margin-bottom:0; font-size:14px"> Loop engineering — the practice of designing automated agent workflows instead of prompting manually — is reshaping how developers use Claude Code and OpenAI Codex in 2026. </p> </div> <div> <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8; font-size:14px; text-decoration:underline" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3hCZYW6N1vHY6lZ3nyN3Bw5qzf-T84W74XhLr8zffsJW8JZWjF7JBHs5N1fxYRCy95lkW8qm43Q8r4P-0W5pJDf06WsN_yW1w4yp06nCZq2W82FLHy5xh8LdW48C56649DJ3fVQ1bLw6QXN8BN2LLT3wpV9j8N4x9LjNMyWhhW5B2KBB5YXR01W7jnP0f2B_HDRW2xC5Y9512QPbW4QFR5l5bVbH4W6Rjwn513-dptW2p7KHx8jPXXCW8hPyfW2qvf_NN3KCqxQbN6vcW2BBHv333WcCyN8gfMBW8X76yf1q0_pz04" data-hs-link-id="1" data-hs-link-id-v2="DN4cr+I/" target="_blank"> Read the article </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 0; text-align: center;"> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; font-size:18px; margin-bottom:16px; margin-top:0">How did we do today?</p> <div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLfH5nR3bW50kH_H6lZ3lPW3-svb_2hBBQHW5fwRFK1sWgtYW3y2CwW8y5Hh8W6P29fs17vZ9jN7YrfL9GTQQ3V6J4pc9jwSP5W3dYBhD9fQYMGN7NlKCwXMSR-W135YgH98bvStW86HsfX21gXjDW1qM3Rw1Sz2RxW5VJbN74lCcXXW4Vhl9715BbpqN6BhV0YqGTP0W8gpPW38jTFxPW4wzzKY8B4ymFN1sz6jx_9hfcW5qk_R96F6xBdVRFPFF7YzHvDN9d7YJDFhVsBMhBmkvYyNJHW1_-hRz7SdbWxW1xGT_Q7cfMZXW2pBv_s4Q2MpFW3gWX7N6v7btvW1lGLbP2CR2kKVg7BY73FLH70W6QM9347B2FYzW8TvnFt6D7HDsW6yghSD2JVLbBW22bsT24CxJz2V1V6s26m9ZYTf8Z9bDv04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; 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Plus ▹ The Anthropic Fable mess, explained
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June 17, 2026
Together with
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The AI agent watching your AWS bill
In today’s lead story, TNS Editor Darryl K. Taft explores how AWS is applying agentic AI to cloud cost management, moving FinOps from manual dashboards and reports toward continuous, automated integration.
Amazon Web Services (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3prCCW95jsWP6lZ3mxW1RmpY-76m5ShW8XB98K27Vd5fW8GQsjP489v0JW2y_CZC6W-c-KW3hjJ8G273VKhN1qgLrhhZwDBN6Yj4lRrzphsF5Kd6G_8DfZW1wH6R67ZDxtJW84Nwjc2j--5rW5hLswh4JjLbWW1TCr--5jwpbJW1S6XZY6T8NwTW44c-xH1QWYQSW2NCF3Q2zS_fgW9962xb1Fz64WW7YlV8l3Y5np2VXBZBr2y2vGqW8qhzty56dVfzW615m_z7TzvfdW4DjMWQ4jQQwzW75pq883Wny_zW5btxK27zVXV_W2FPwkp2v8HR0W1LhG5N69JnPcN6c2Wv7MtlKBW5g7y4z8RHZkWW25FLZk1Skf_RW1D2wMV8v3LjmW3X8nLv50nVG1f3nTncT04 ) has added a third specialized “frontier agent” to its growing AI operations portfolio — this one focused on cloud spending.
AWS FinOps Agent (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3prCCW8wLKSR6lZ3q4W5xnb3C2X-NYyW66J_2L5FfDWcW9lH75D1dj26gW7Ft9MQ1yjw2zW3xrhcf8WlVpDW8tsBS44pZ0msMJS8HmnHhKLVP2p8j2LfBzHW1rZmh84w0FvRW98yg585RT_v_W648cdp6yJHV2W6n4p9M10WPJ7W1JZvfT6-ZT5cW2D6f5Y5dzSmdVsy5gw7-BP2gN2Y8h8Gzvzm_W561LRb6-vhrYW45pvnT4Vwbf5W49K5YC3W3KRcW6B3Zhb3ssR-NM92Gq_kY9YvW5JwgHW78XcB3W49mQXb6fHF5HW1t-hDl5l8b_9W97T-SZ3WJ7K4W7M_ZVR3C8k0DW6PxcJX1S4M-4V1fJnR23M7BYf3qBbYH04 ) , which the company moved into public preview last week, follows the earlier debuts of AWS’s Security Agent (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3nLW56GDTX7rg_0RW2-4XqP44ZB93W2sqJGP4l1SrNW2PRcTy68HfLNW6MPhKL6DR859VR4tGY19h_x2W96wq8270d3NjN6Sy0JL6h-CwW57hfr44twF8XW1RcRmY4RNSMvW6Cwbpn5cX1X5W1QC-8g6P8r5SW2qfmfb53H0_qVMXPlJ3JYJGQW7Xmzcl8lm2PDVYLm6234NfV3W7RJJbd10SCZJW8M-PSj6Qj7bBW12hCwj3w4XsXW3kkH5Z6L5mfqW22n3vT4SnV83W8hqpkN2H-wsNW4H5sKC86htZtW426JGP4V2RMkf1KCq7T04 ) and DevOps Agent (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3kCW2lT_lL8RjXjfW2WNLjw3NzJwZW28YRvr6k2RF9VXdzJj1r7DrFW4MgfB6588M6BW52HYsK1WjDFzW7_1RY31t7Y-ZW3vG1MS5m5Sd2W3HTmg86rSfLLW4wdLPB1tqsfdW2hxgNk8brXyRVsM-V36ZksKLW5Lf_F02Y-BbvW7kdZZb8df2RPW7bMb9C3wp-MLVS7z3n32l7-qVbp-MT7_gJbQW6Ft-_m7DmTbQW6LsD-Q6kx3KnVSyp0S7PPK-gW6Sh-WS2Y1-MQW4ZYKvQ38PC7BW2wzBK91YfqnMV16hHM1CkGxgf52STNP04 ) , bringing plain-English investigation and automation to a field that has long been dominated by dashboards, spreadsheets, and manual analysis.
AWS frames the new agent as a response to a shift it says is already underway: FinOps work moving from periodic, dashboard-driven reviews toward continuous workflows that run inside the tools engineering teams already use, namely Jira and Slack.
Go deeper: Why did my AWS bill spike? There’s now an agent for that (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3lpVC9bdR8F9yMKW1Zwfgx2rY4pVW4ctdLK4MJMfCW7dHpVJ8lDChSW7NVGc11LPW6CW8kBTn02qjTqtW9hwgHv8C8jzCW31d7-f9dJh38W6gzNMc1vsxsVW1Lt25R727ZmLVswt7R5nZXkLW6VcZHN8cpKBnW2M-c6S33NMzRW8lbtbM6wy_xPVp2wNC5qBzt0W4gVJ5p53gYHmN8pDC9sHwbXxN1jc8JCx1PsdW6dt8vx1hWh6fW4LdVL58lcqRJW76mRwS4t6JZRW1xPygJ4TmmsBVFN_7L5jn0fKW8P_8PW7rL-k3f2ND4PR04 )
More fresh reads from TNS:
▹ Anthropic pauses Claude Agent SDK subscription change on day it was due to take effect (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3prCCW8wLKSR6lZ3q3VFC8l53np5gnW7rwQFr2T9mJ1W434-cx7YFSwbV5tDvP83G9DmW6dBvkc7LRxRQW25Mp6F8n8Xb5W1qC5My3kpMLrW24JBtB33DHGWW452Tp9448LzqW4c_lCj84dPRMW7Z0TQc5qgSZzW19pMgb3hFDq6Vfkbf22h3scjW6L89Ng7B5zqyW2062m79crmYJW36wq8k1X6PGnW8v5V2849Sqj5W6BtG806CvbSYW6sHNwR8GZh4SW1Nx46p7CXzFGW2rNBk01Pg1ntW7ktmYb1VFyv8W5WMGW84tp1l1W1Lnrbz2K5RFfW6Z9XV13QLB2KVT3sH32tgs8_W3t450Q6t4QmRN17vzfBD7svkf3ZQLtK04 )
▹ Cohere sold sovereign AI to enterprises, now it’s targeting developers with its first coding model (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3prCCW8wLKSR6lZ3ntW3Hzntq5PkBJHW3MnsXQ4wnvnmW8H98WV5Yk0McW5WvRYP6sqz6RW6Y2FCL3plY4CW7ss9q_1RRW9NW5JXvpJ65Sg6QN2xGl9kc5T0kW4JJQ774X7t63Vyk3kN43ykBRW3jhN128jYBQ2W70sFqs98XjrvW7DZhrR5t_HcbW68hzMm5tFm9_W1NGprs7XCR-vW7zDQ9x7D7pJQW50B3fN1Lbbj6N9hKn39nWF63W6MxC_068tsLhMQftkqQKxwgW7mHtYp1P4G8WV7Sdj6467tpQW9hJRtk8S9Qs4V94MJz3qxB0MW5c7JF47BK5X9W7bvDhT6KzGy7W3qB1pJ1GkTkBN17xxMyw-J-Df6L_72W04 )
▹ The Anthropic Fable mess, explained (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83prCCW7Y8-PT6lZ3lcMbSPKCvLftVW54XhwG6BXKcLW7xj7sR7jpPf0W5KRQjt9lx0jZW2RZP3t9f5s8ZW3pmZ1m2rZchsW1bbbkQ1Y4SHNVlTktw7BJ3JDW3k6m8m5fbSPzW8t-7ND4QCLxZW40jMZW2h_RJkW3M4YJ_2rXz58W5xx7k71FJryFW5lHVRp5WHsMrW79jNd57G_6rRVxZHTm1Ff6QQW3-Qw_J46tjc7W5FPt-d8P_smFW8tTF4J7qP3zsN12vKN9VrVPTW5GsbH52V006LW3-_ljb4VhZ5QW1Zd-tc5HrN-gW2wP38X7ptbX7W5djltV7ccqthW2LWtzf8H2G9PdDz_n-04 )
by TNS Staff (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3l_W2FdSdB6ZQ_NcN39kz4B-n9pVW9b9kvr332y8JW5Kzpb16gF35HW8DcCQV6wZQy8W2-0wYB8YlBR8W86Fs6g3Hpw6HW6LFFqm2XNrxqW22krHL4-Sd23W5Y8Lcj1WmhfCW4zYz3N3_48jsVr3-2d51PYH1W8vKcN93b-qn-W6dT9Qf5l9gYpW2QSlSf7F8dYLW6JLXLv3PXJ-RW6gMvH_8wzR2LW8TrsZM5VBRs0W5YxLKm6ShXXGW6G6Zcf2YRS-PV1WWb95mkLvYW17BCm13vDlqLW3005KH9jPpl2W722WQw5PVPtsdkk1C-04 )
From silos to governance: Securing IT/OT data movement
IT and OT were never designed to talk to each other — but they do now, and the seams between them are a prime attack surface. Manual scripts and one-off file transfers create compliance blind spots that are hard to audit at scale. Join us to learn (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3gP0xW8wLKSR6lZ3l-W3KVSdr2_QrR7W3tDFHk7stN-WW3B4zgt8L9RKVW16vnYL56-0x9Vwv74n8Rs9mRW5XbTHw23WJ-7W6HrN2L2nD_3JW2LZYV27kbQkHW2bC3bT4RWFdjW6zq6gc43bq7wVXX-rX7wG6vCW5s7T274VjVtdW69G7rT4yk_CbW3JJ2hc2R9Ml7W79Vw1756y2hMW8bx3Bv4pn-g7W95XFHx3_d6R7N4D7f-fYx8KsW9b05kY72v3LzN5zYn78yBgnqW1S_fhQ8yFh6yW4yPXbH3Z3BXkW3z6z8B6y17h6W5f23YP4QnMJpW3ZH1XS86sRFZW1-Dyzv8r14D4N2cq6wfxZKf6W4-fhDn4PVV-Mf5cKk5T04 ) how managed file transfer fixes it.
Save your spot (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3gP0xW8wLKSR6lZ3l-W3KVSdr2_QrR7W3tDFHk7stN-WW3B4zgt8L9RKVW16vnYL56-0x9Vwv74n8Rs9mRW5XbTHw23WJ-7W6HrN2L2nD_3JW2LZYV27kbQkHW2bC3bT4RWFdjW6zq6gc43bq7wVXX-rX7wG6vCW5s7T274VjVtdW69G7rT4yk_CbW3JJ2hc2R9Ml7W79Vw1756y2hMW8bx3Bv4pn-g7W95XFHx3_d6R7N4D7f-fYx8KsW9b05kY72v3LzN5zYn78yBgnqW1S_fhQ8yFh6yW4yPXbH3Z3BXkW3z6z8B6y17h6W5f23YP4QnMJpW3ZH1XS86sRFZW1-Dyzv8r14D4N2cq6wfxZKf6W4-fhDn4PVV-Mf5cKk5T04 )
TOP OF THE STACK
Why did my AWS bill spike? There's now an agent for that
by Darryl K. Taft (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3p6N1ZBykNg__rYW6sr58b8jBd4WW5WsLM81Lb1hXW1rjffN1mpTLLW15-S5R8zpY9HVxd51T3rBhjHW5YWggl1FqgPPW1-yr035h5mk_W3X-NVr5w6CSdW1LxFBz8wK3fMVjtxH23Pw4d1N244RghWMdL9W7RyCXy1mt7k2W3l5vcG78fC5TW3PHSfV5d8P_-W2mQb-l57x3T1W4Xb6MS7_zY9DN45Gl-ktH30tW43mn128Cl5jtN8sqrdJCBcqvVqrLHS1w5GbBW5K8P041DDQnPV1HDLb4hcwjlW97tKZr5nfhcTf2J1HHW04 )
Featured image for: Why did my AWS bill spike? There’s now an agent for that (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3lpVC9bdR8F9yMKW1Zwfgx2rY4pVW4ctdLK4MJMfCW7dHpVJ8lDChSW7NVGc11LPW6CW8kBTn02qjTqtW9hwgHv8C8jzCW31d7-f9dJh38W6gzNMc1vsxsVW1Lt25R727ZmLVswt7R5nZXkLW6VcZHN8cpKBnW2M-c6S33NMzRW8lbtbM6wy_xPVp2wNC5qBzt0W4gVJ5p53gYHmN8pDC9sHwbXxN1jc8JCx1PsdW6dt8vx1hWh6fW4LdVL58lcqRJW76mRwS4t6JZRW1xPygJ4TmmsBVFN_7L5jn0fKW8P_8PW7rL-k3f2ND4PR04 )
AWS FinOps Agent is the company's third specialized "frontier agent" for IT operations, promising to investigate cost anomalies and answer spending questions in plain English inside Slack and Jira.
Amazon Web Services has added a third specialized "frontier agent" to its growing portfolio of AI tools aimed at IT operations — this one focused on the cloud bill. AWS...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3lpVC9bdR8F9yMKW1Zwfgx2rY4pVW4ctdLK4MJMfCW7dHpVJ8lDChSW7NVGc11LPW6CW8kBTn02qjTqtW9hwgHv8C8jzCW31d7-f9dJh38W6gzNMc1vsxsVW1Lt25R727ZmLVswt7R5nZXkLW6VcZHN8cpKBnW2M-c6S33NMzRW8lbtbM6wy_xPVp2wNC5qBzt0W4gVJ5p53gYHmN8pDC9sHwbXxN1jc8JCx1PsdW6dt8vx1hWh6fW4LdVL58lcqRJW76mRwS4t6JZRW1xPygJ4TmmsBVFN_7L5jn0fKW8P_8PW7rL-k3f2ND4PR04 )
WHAT ELSE IS NEW?
PIPES
AI Agents
The siloed-data era is over. Here's what comes next for AI agents. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3m3V5kvHy4jdwx_W96dsdW807zd0W2dBt6J3wCs5_W3Ys2x74l4M07W2zjlx85WxyByW7TprdW2hTCCzW4v6_gQ7w4LwHW1WKQJv33bWSJW6jZd_g77tFhKN3LGkFr6kYgkW5Nwv3j3bn97zW2YKwWb4P2qDNW6DqHg84w8WmxW17tX3K5V0nk5W1Hdvjt38w-mFW1M2xz65VXtyKW8mPRqK2wq-rpW2dmDn97QvRm_VKsXtj7zf_rpW61bVDV14VqnQW79RRF83y-l8_W8SKY9H16CjYZW6vYsq73LTb3tW95DWjH82hYJbdsDHhT04 )
by TNS Staff (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3l_W2FdSdB6ZQ_NcN39kz4B-n9pVW9b9kvr332y8JW5Kzpb16gF35HW8DcCQV6wZQy8W2-0wYB8YlBR8W86Fs6g3Hpw6HW6LFFqm2XNrxqW22krHL4-Sd23W5Y8Lcj1WmhfCW4zYz3N3_48jsVr3-2d51PYH1W8vKcN93b-qn-W6dT9Qf5l9gYpW2QSlSf7F8dYLW6JLXLv3PXJ-RW6gMvH_8wzR2LW8TrsZM5VBRs0W5YxLKm6ShXXGW6G6Zcf2YRS-PV1WWb95mkLvYW17BCm13vDlqLW3005KH9jPpl2W722WQw5PVPtsdkk1C-04 )
TOOLS
AI Models
Anthropic pauses Claude Agent SDK subscription change on day it was due to take effect (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3prCCW8wLKSR6lZ3q3VFC8l53np5gnW7rwQFr2T9mJ1W434-cx7YFSwbV5tDvP83G9DmW6dBvkc7LRxRQW25Mp6F8n8Xb5W1qC5My3kpMLrW24JBtB33DHGWW452Tp9448LzqW4c_lCj84dPRMW7Z0TQc5qgSZzW19pMgb3hFDq6Vfkbf22h3scjW6L89Ng7B5zqyW2062m79crmYJW36wq8k1X6PGnW8v5V2849Sqj5W6BtG806CvbSYW6sHNwR8GZh4SW1Nx46p7CXzFGW2rNBk01Pg1ntW7ktmYb1VFyv8W5WMGW84tp1l1W1Lnrbz2K5RFfW6Z9XV13QLB2KVT3sH32tgs8_W3t450Q6t4QmRN17vzfBD7svkf3ZQLtK04 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3k-W58qvjJ1zl9jlW27bVM33FxVKPVwSsTQ26bytrW1SVNgP8v1d3tW6HtYgW5Z4fkGVfMkvK6N578vW9jTqBK7Rj2l_W5YYVTM3rFqqFW4Wytyx3mZLw3W3TDbW93W9MC3W9fbqBH8Yh1CYV3wKkR3W6W1KW4m1bb65LRdZxW1-R8k161McBQN2gVW-WJx2-NN7byzdB5JYJFW4LLbgD6pThSRW3L3GwT1RZJbJW3Y-X9W34sw9pN1ry_QfLhzf1W3G8NCd65jfWLW9gFhHq1Pg9XBW6Mmf8N8jsP7LN9bwtpz1xvSBf8pYsMW04 )
CHAOS
AI
The Anthropic Fable mess, explained (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83prCCW7Y8-PT6lZ3lcMbSPKCvLftVW54XhwG6BXKcLW7xj7sR7jpPf0W5KRQjt9lx0jZW2RZP3t9f5s8ZW3pmZ1m2rZchsW1bbbkQ1Y4SHNVlTktw7BJ3JDW3k6m8m5fbSPzW8t-7ND4QCLxZW40jMZW2h_RJkW3M4YJ_2rXz58W5xx7k71FJryFW5lHVRp5WHsMrW79jNd57G_6rRVxZHTm1Ff6QQW3-Qw_J46tjc7W5FPt-d8P_smFW8tTF4J7qP3zsN12vKN9VrVPTW5GsbH52V006LW3-_ljb4VhZ5QW1Zd-tc5HrN-gW2wP38X7ptbX7W5djltV7ccqthW2LWtzf8H2G9PdDz_n-04 )
by Alex Wilhelm (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3mDW7NkCzK8vvHd-W21ksZX2JnFfrW3DSwSQ2pQWRpW7qYBxz1HSqq6W5jBmVn4Lr9DHW7HdG9x7c4bDtW1f4zT64bC_BDN6yjdJNQJV_YW5pdF9j7zGCkQW6_qn5J59tfS1W3QSY2v68WdmfVnNCSf2Z63WFW2d90lk9b2_1_W97D4Vp55MT3jW72n-xm39D-6yW73wkTd18CJs7W8Q1wmk52JGwTN1583d4Lr7tYW3p3N_V2hb-zMW4CwCD62QWB_LN4mVgz8KLz__W1sNbs065TKv9W1lbqV19bKbtnW5ZcJNX8QHR5qf9dXfyq04 )
PIPES
AI Agents
Cohere sold sovereign AI to enterprises, now it's targeting developers with its first coding model (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3prCCW8wLKSR6lZ3ntW3Hzntq5PkBJHW3MnsXQ4wnvnmW8H98WV5Yk0McW5WvRYP6sqz6RW6Y2FCL3plY4CW7ss9q_1RRW9NW5JXvpJ65Sg6QN2xGl9kc5T0kW4JJQ774X7t63Vyk3kN43ykBRW3jhN128jYBQ2W70sFqs98XjrvW7DZhrR5t_HcbW68hzMm5tFm9_W1NGprs7XCR-vW7zDQ9x7D7pJQW50B3fN1Lbbj6N9hKn39nWF63W6MxC_068tsLhMQftkqQKxwgW7mHtYp1P4G8WV7Sdj6467tpQW9hJRtk8S9Qs4V94MJz3qxB0MW5c7JF47BK5X9W7bvDhT6KzGy7W3qB1pJ1GkTkBN17xxMyw-J-Df6L_72W04 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgT3prCCW7lCdLW6lZ3k-W58qvjJ1zl9jlW27bVM33FxVKPVwSsTQ26bytrW1SVNgP8v1d3tW6HtYgW5Z4fkGVfMkvK6N578vW9jTqBK7Rj2l_W5YYVTM3rFqqFW4Wytyx3mZLw3W3TDbW93W9MC3W9fbqBH8Yh1CYV3wKkR3W6W1KW4m1bb65LRdZxW1-R8k161McBQN2gVW-WJx2-NN7byzdB5JYJFW4LLbgD6pThSRW3L3GwT1RZJbJW3Y-X9W34sw9pN1ry_QfLhzf1W3G8NCd65jfWLW9gFhHq1Pg9XBW6Mmf8N8jsP7LN9bwtpz1xvSBf8pYsMW04 )
BUILD
AI Strategy
Your AI-generated app runs on their cloud, and that's the problem (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhM3prCCW95jsWP6lZ3mWN4MGHpyv78_5N513BvjZBW1RW79Z0SJ33W2xGW1VkxK46kBzp2N2dnJ-k_TJClW7JJk282RcHp4N2FzcKhyjHCLW5ZYGhQ3CCSd8W1Qkmc_3sJVkfW4Z5Qsp5mj2QfW1JBdXl4pbX8HW7myvy_8wNX53W1LDhJ16lLW01W4tKyKX84VpLgW7GndNk6PCNyFW3bPV641bvkcYW4rB3Jx13TTMJW1ddL0W9jsbsKN1KtbP9CTfX3W64lFcG5V_tSHW3rj0hY5c19lWW5PLnrc3FQyL1W3kwpcK5y15m0W5ln0Gz47kL-sW80flsv1jwbsQW5Ghdch20mpqSW5TZ7q21lZp22W1qcj8-6Ff6nhMD_pqnslBDPW58hjG44PkMxZf78kq8004 )
by Oluwadamilola Oshungboye (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLh83prCCW7Y8-PT6lZ3mXW6XHdC21c3QnjW8jgZ5t5-xN1JW2Std0d8YM3K3W4XQNbY583VHCW9fKT-436Pvr5W59w3-p1ylwHsW6VsHcW3hfC3mW3gryYt8JwGJSW4thnvP3PBVK0W4j3SVb7hGP_fW5JKrl-8XYhmTVYqcRD6vCXkXW8-wZdl7XxfZxW8VcR0R6FPn95W6r-jz1498GJ-N7VZ3MK9rf_DMYyzVWXmf9VW7WL8n76X9MJ9W4q-ghR5nmDcgW4CCHzF4lzBHJW1sN8HR9h7RySW4SKH3V8frTVtW55GGBX8tchLDW2WGzf728_H11W1jj8362fqY4qW8sRDNN54DG0bf35Xx0804 )
FROM OUR PARTNER
Are you still overprovisioning Kubernetes clusters "just in case"?
Stop wasting money on overprovisioned clusters. StormForge uses ML to rightsize pods automatically, matching resources to actual demand while improving performance. Put your optimization on autopilot.
Try StormForge for free (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3prCCW6N1vHY6lZ3n2W1SGx6P3nj-1SW3z3Sj31Cvc3mW1lJ_nD6Jn9d7W4wR34841vVH9W4FlkdY53gbZYW7f3VXh7pBMnGW7Rmz934BLc5LW6w8YQR1QbNJTW59hbDf1JXPycW5PSn1_8h6FJ_N27BylQ_DZhbW3_t2cX8r5wtVW4TJzg965f3v8W442lxL3TdM7lW5k6fSX85w7zjW3LhRvk5JnbDsW11chrT5rj-0CW1jbQGk2DQmHQW5tJFvM5qgHWRW4lGg7Q1qZMxvV1gyRn9gGwr_N3TnX0cq2Jgff6hlCvH04 )
FLOW STATE
HIRED
Reach a global audience and get paid (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3gP0xW8wLKSR6lZ3q2W7vxyyQ55vKLzW6mwj7s3sB4M-W6Q-DLW7CNxV-W2VvZm-3JSc8SN28Y7L3PQLRRN713hNhpKjzMW2kbYfv8qbQJJW8k0RHP82ZJ8rVRG1H_64XxvfW5p4LPD1ylFpgW8cdd2L3WBLXnW2H9ZxB3qvz0PW1fpXz120M5PMW58_q_r8PztrYN1SSdzw7Z4vwN5R0D28F93CkW1XCnWg6DlJ20W1Ns7ht45z0BzW4jBxqW6lGj2mW8glt8j7bXYbTW3H-95p221Wt8W1XjKjt19wgtNN5KMxBw1GVX7W28ZBCG8xwMwcVxq5Jf9c3RWfW8g9nM56SWb3SW4tC74v7MYC3bVDdVht8tG5Y_f5p3pFM04 )
Working on unique AI projects, deep-dive tutorials, or industry analysis? TDS offers a platform to reach a massive audience and get paid for your work. Take advantage of updated earning tiers and a higher monthly article cap today!
Publish on Towards Data Science (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLhs3gP0xW8wLKSR6lZ3q2W7vxyyQ55vKLzW6mwj7s3sB4M-W6Q-DLW7CNxV-W2VvZm-3JSc8SN28Y7L3PQLRRN713hNhpKjzMW2kbYfv8qbQJJW8k0RHP82ZJ8rVRG1H_64XxvfW5p4LPD1ylFpgW8cdd2L3WBLXnW2H9ZxB3qvz0PW1fpXz120M5PMW58_q_r8PztrYN1SSdzw7Z4vwN5R0D28F93CkW1XCnWg6DlJ20W1Ns7ht45z0BzW4jBxqW6lGj2mW8glt8j7bXYbTW3H-95p221Wt8W1XjKjt19wgtNN5KMxBw1GVX7W28ZBCG8xwMwcVxq5Jf9c3RWfW8g9nM56SWb3SW4tC74v7MYC3bVDdVht8tG5Y_f5p3pFM04 )
AGENT
Agentic development hinges on verification. For cloud-native software, that is a runtime problem. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3gP0xW6N1vHY6lZ3mPW2xmFFy6j6kW5W1SFCkv7Kg3j8W2jqQw44Z3t_YW3CyPWY9l5p8VW99QqyF12-V5jW2Mj_nm63Hn_nVWDmCp7BjNgJW3bnVFs7nwxCZVZ0qBW8fRrSkW7J7M1C96VmcdW6NmxmW19ssJkW7BSC-y8Gy88FW7M-SWp1Kd6t5W5jJJ_V5bBBPmW4MZH171lzQ9kW3w7Tx580Xd5gN8XSZPwvYGFTW3ClCBm7r1RrdW1f6Rk06RcXmDW5Y6dLx5Nds-MN2WdsJgXjKBjW7sqj7k8mV9C3f8SsbK404 )
Async agents can write code, but can you trust it? Shift verification to the inner loop to scale cloud-native AI development safely.
Learn more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3gP0xW6N1vHY6lZ3mPW2xmFFy6j6kW5W1SFCkv7Kg3j8W2jqQw44Z3t_YW3CyPWY9l5p8VW99QqyF12-V5jW2Mj_nm63Hn_nVWDmCp7BjNgJW3bnVFs7nwxCZVZ0qBW8fRrSkW7J7M1C96VmcdW6NmxmW19ssJkW7BSC-y8Gy88FW7M-SWp1Kd6t5W5jJJ_V5bBBPmW4MZH171lzQ9kW3w7Tx580Xd5gN8XSZPwvYGFTW3ClCBm7r1RrdW1f6Rk06RcXmDW5Y6dLx5Nds-MN2WdsJgXjKBjW7sqj7k8mV9C3f8SsbK404 )
READ
The Anthropic leader who built Claude Code says he ditched prompting — now he just writes loops. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3gP0xW6N1vHY6lZ3kBN3Hlv1Hmgl3mW6qTW-w7XxWKGW3Q4W3B2kB_47W8KXRld4WsdpRW5Q3yXm6GSBwsW1rQgdq2cx2ZyW5--x844FvtTMW3rW0X76XhQZCW5GVLQn26wrNLVv8hRV57cbqhN8vTGmrKF_MTW4KQtZN3RhPR-Vpy7XW8J5L6dW7nWlcy6Bh0vCW48FRsq4vbFZjW56Vy2G8rr03KV5w6cH2rYcz6N6hWKMKqNdtCW2v1C6-2d0p59N5S43NYJJn-3W5bw2Y73WHCdVVlgcvM7g6Q4Jf6WwjlR04 )
Loop engineering — the practice of designing automated agent workflows instead of prompting manually — is reshaping how developers use Claude Code and OpenAI Codex in 2026.
Read the article (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VXdDyj8sPr8PVYlGMw4tgc-6W197v5Z5QnFtXN4-lLgz3gP0xW6N1vHY6lZ3kBN3Hlv1Hmgl3mW6qTW-w7XxWKGW3Q4W3B2kB_47W8KXRld4WsdpRW5Q3yXm6GSBwsW1rQgdq2cx2ZyW5--x844FvtTMW3rW0X76XhQZCW5GVLQn26wrNLVv8hRV57cbqhN8vTGmrKF_MTW4KQtZN3RhPR-Vpy7XW8J5L6dW7nWlcy6Bh0vCW48FRsq4vbFZjW56Vy2G8rr03KV5w6cH2rYcz6N6hWKMKqNdtCW2v1C6-2d0p59N5S43NYJJn-3W5bw2Y73WHCdVVlgcvM7g6Q4Jf6WwjlR04 )
How did we do today?
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Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!