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25 firms defend open weights – Anthropic, OpenAI abstain Sat, 25 Jul 2026 13:09:38 GMT

Anthropic just launched Opus 5 Sat, 25 Jul 2026 06:06:20 GMT

Cursor Router cuts coding model costs by 30% Fri, 24 Jul 2026 06:02:01 GMT

White House accuses Moonshot of Anthropic distillation Thu, 23 Jul 2026 06:00:03 GMT

Google just shipped 3 Gemini models, but not 3.5 Pro Wed, 22 Jul 2026 06:06:22 GMT

Your agents are hallucinating. Tomorrow, we fix that. Tue, 21 Jul 2026 19:15:21 GMT

Amazon, Microsoft, and Google are building the same thing Tue, 21 Jul 2026 05:59:41 GMT

Musk doesn't need Grok to beat Claude Sat, 18 Jul 2026 13:02:48 GMT

Kimi K3 just topped Arena's coding leaderboard Sat, 18 Jul 2026 06:06:40 GMT

Linus Torvalds just reversed his stance on AI Fri, 17 Jul 2026 06:07:56 GMT

Selected Message

From: newsletters@...
To: [email protected]
Date: Thu, 09 Jul 2026 06:03:19 GMT
Subject: GitHub's ex-CEO is building a Git network for agents

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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;">Plus: What Elon Musk says about beating Anthropic ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏                                                                                                                                                                                                    &nbsp;
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					<td align="left" class="text-align:left;"><span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; color:#48607a">July 9, 2026</span></td>
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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">GitHub's ex-CEO is building a Git network for agents</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Five months after the largest seed round in developer tools history, Entire, the startup founded by Thomas Dohmke, is now shipping the distributed foundation layer it teased in February, reports Frederic Lardinois, Senior Editor for AI.</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">In an exclusive interview with&nbsp;<em>The New Stack</em>, Dohmke — who <a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dc03qgz0W8wLKSR6lZ3p6W9lgVLJ1PLsXgW45DrGd1wpCfSW38BJXb7Yxs2-W6PZ4gK7sYtqDW5fW9kX87Wf7lW6SZ4fD6yC0fwW5K7JKv38bk1sW8_nM9k3tK7vtW2JP4WS6KzYP7W11jMbX494LZ9W7CWtGs6D-y7bW4kNRfV71spy4W2-H8Jw7C1zb8W1-vK5k63YcQ3N6hbBYhJ_6ctW8QYRYC6PDBlYW54DpFS5vy5NjW8jWKMc7kb0d8V5LrfN1qmVs8W55LCLL7KzkpjW5NK7y-8Fyb6rW1l0PZj1MXQXZW93zKQV1g6h4XW5kh1m74m2xjWW19G13n4__vVYW4PV_1672pn8FW2F04qw1B31dQVHdLKw7SLyb7dB-2RC04" 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="WEvm9f0T" target="_blank">stepped down as GitHub’s CEO</a> last year to become a founder again — talks about Entire’s future, amid the news that Entire was opening a preview of a distributed Git network designed to keep fleets of AI coding agents from overwhelming a single central server. It may someday compete directly with the core service of GitHub, Dohmke’s former company.</p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><b>Go deeper: </b></span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3pJW3x8L-q3CV5HpW532XW2194w6CW42GhNl4gPvN8W8z49h14g_tqBW34J2W635n7jwW54smy_2zPMrfW76FySJ8VsXFBW5Vk6L04Qj3RXVWnX5s28kgv0W4p2m7M8x9MKsVXDgRy7bJLF1W4Zh_j94WK_XBVJfj1Z6_kzWTW6h0kyk6LvYW8N2wBkQ41t23tW4kqs317_nkQTW8gS3832B7Y9LW6PSbFF4Q38rJW4fMdkc6FL7MGW8sqybg1JWwczW8yB-pb6lMW3WW6YJslN4qFP_RW3Gd3Lj11fGCyW2w-WQf4Jy2LvW18Pl9x5rbBQ2W73Z_fw8ThGWhf1Fm4DY04" target="_blank" rel="noopener noreferrer" 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="iXgrDRPG">Entire is building a Git network for agents</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><i>More fresh reads from TNS:</i><i></i></span></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ </span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3lpW1dXL6X74rVPrW7BQ1Nj2r7z9XW19H5-G3b_Yx6N6tkq9cPBV_6W6S_Pld37NTwnW7bn73R2m3vt3W7RbcL-9kCKhbW4Y1wnT4n4r3HW8mXmkt84_1QHW5b4zQs3K9pRWN57PyvbgMvxQW7cQJ9-8qgxRbMq4k8jBQDVYW3Hbxjj4tF7D5W4wVCqt2-2bvtW1R2hyp8F-RbjW5p9F_07Dt02rW3hDF3L6SkCtDW7h-gd66mxsjQW43zV3184x7knW7pH6T974gQvQW2187Gp3jWmLXW6Nd49m6_Kj87W5tYwnP4wbhYVW5C9S9l7YSQVFW6R1bv-5C85_Zf2JDzmz04" target="_blank" rel="noopener noreferrer" 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="W684Gs5b">Meta says it caught OpenAI. One thing is missing.</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ </span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3mRW17DJV66CHw-bN4TZ5GF3bqbnW5JYMZK1rFsTYW9bj1WV2hT2LcW6XvVm988_zfdW82HX3z31dby2W3NF_8p890x4hV75M8S2WWmx9W5-xFt38vyD16W44-Lgl6cXX-bW8wd7SS5CxVj9W7kDNTv5sDFl2W4ywrgR7VWQ_YW4pwz983pJ5TwW5pgKg-27GdxQW1rmjG57f30zfW7Sb0LY2_WqMCW5hhznh6x3mcDW3KLFj367Q5_1W4DrxK76FfLv4W7J6QPY1WLZqSW7VlqhL10W0HrW3-plN56VsvRjW34s3Gr2Vxmk7N503TrGRc5ZqW4bF8TV31F4_bf3tpgln04" target="_blank" rel="noopener noreferrer" 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="vTr4Mcru">JetBrains’ next move isn’t a better IDE — it’s a governance layer over Claude Code, Codex, and Gemini CLI</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">▹ </span><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3l9TLHCZ40-Bh6N7qJsn5lktykW2JStTq5n1YzgW1QvBMX4m6mmlW5d2vNB49gLzBW32y3655cNR-TW1p7V8C1hZYpkW4j0D7Z60rtZvVzsKkc1ZFCFxW6vCF_J96l0jtW8VTzSc7qsxjbVTC5x_4drp9mVfFCNv4PQxk8W764QZq1HF8gpW31dJXH7csZ6RW1J7DCC1V2Ml4W6NkY7-1NVx40Vtn_k03gQ3vsW1dYK0y3CDV_NW8WrK1v3jxPW_W4PnYb93bXG51W3QzzWD5z45N-W310yYm5__K9fW7dBBLm7V2krmN5-L8BBjQLSMW5-Tz8L902Qcvf3f1yHd04" target="_blank" rel="noopener noreferrer" 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="WtQ5fZYu">“Opus-class, but faster”: What Elon Musk says about beating Anthropic</a></p> <p class="p1" style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><span class="s1" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><i>We’re looking for Sponsored Podcast and Webinar Hosts who can lead engaging conversations, put technical guests at ease, and bring stories about AI, cloud native technologies, and DevOps to life for our audience. Interested? </i><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dc03qgz0W8wLKSR6lZ3p4W6s52k091nxgfW4qQ8Pl7g_F42W1cMcy77x3PRHW1MrNDN4PLjdcW5zr7_T3SZwY9W1BHMZ97C04bvW921_LX7hW4NXW6D3zcP9jnJddW662j6q8RKY71W7SDKGw5slS_qW5qzpMz6CdK1mW38dml76rCMH0W7nMLG95KB2bKW7JPTmQ62lDd7MZNt0x-KDYjW5vjTRj9cxjGBW8q2p553cHm_4W3K_DN-9jl-LtW8GKDX75B8hlmW8YQWsX5f3__zW3ZQjnl2Ft4bQN48gFg0lJfKcW321lGV62BJ4fW13VxZY6jh-fCW4cvKPP7NPJRtW1q7T5d3fx3BLW8WkQbC12Kv4PW4HN-FY1m0fmgf1czvlR04" 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="G7MW3kcb" target="_blank"><span class="s2" style="color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px"><i>Apply here</i></span></a><i>.</i><i></i></span></p> </div> <div> <table> <tbody><tr> <td class="author-img" valign="middle" style="width: 48px; height: 48px;"> <img src="https://thenewstack.io/wp-content/uploads/2025/12/b0ce81f3-cropped-5f5868db-nick-luchessi-2-600x600.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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3pPW6s1RR53_TXbDW5SdJwR17YfZxW6g9cvW2dFpW0N6CpZdrv0-LhW9lNfZz2ZnCL0W1xsH7n6zcj9QW8WZPBw5w2HHdW2NpC3068z12HN3RrmCyrJkz4N2WwKmQGSDRgW18kcgc8kG9NzW6kV6wt4GFRQgW7LHD0V6hdH8kN7YsKGYNpM8PW1cYH8810pmrHVP53tt5Hj7KmW10c7Zt2yHBTNN1lpjbkPbzYjW7WqJGL8ClTmXW4qc4SX1zlNzYN4lvwxMJb8F4W8bJZQW8W_JCTW5fNgVs2k1_7VW604Jd-31wsmDW8m8M7P6j_MfRW1226Fh4ll4Fhf68bxzd04" 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="JrAEXaiN" target="_blank">Nick Lucchesi</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dcj3hCZYW95jsWP6lZ3nhW3pgKbK7crQm5W3WDXn02WDvqfW2yp73W5NqSknW7vl8kp8YlSk4N7QH8v2KRPh6W85WVNK5V7Rb7V2sxG88Dc1cWW6f1wkB2QtYWYW55bJ061TNbqDW2WJ3VY39w_pDW1nwjFn6HsT67N2Pk7xrGkJMFN1FphjNTth9bW5TnqCP50PsygW7_ymq81z6gHYVvX8C15pHk6nW8ffwWF54wLf0W7sgdc72dylkwW5ZwxDW5CLqSzW4-ds3C5Ny5tyW6zjyBP7mwS4-W6HKHF_7YXCsdW83vFS83GRSHhW9b3YNv1pcz6LVCvzND6fbzyHW3F296S2NydkRW8Mr-8l4JFrVNW6NwG057dP8h9W1_GVPM6ZkjmlW5SNXVP8LG7f7f15jX7Y04" 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="Xe990u8H" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/07/ad55d622-social_livenow_vs-2_16x9-5.png" 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"> The developer's guide to connecting data &amp; AI </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">The promise of agentic AI is real, but the failure rate is just as high. More than 40% of agentic AI projects are expected to be canceled by 2027, and most trace back to the same root cause: AI agents operating without the full context they need to act reliably. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dcj3hCZYW95jsWP6lZ3pgVLGZCp1Yzv43W149XNK95hXVwW3x_FVn621PNjW5Bs2_23s0mLmN6Xp_mpyhbgBW4Bh4bH9dbMw8W97XHlm2Y6QFSW3sSybJ7X6VrFW6HBZKD7m2yZ1W71vpt727RsvxW3T2b4s17qs4gVqTsY_7-L4KSW4QW4WV4l0nBKW8HYnzV4X_76HW8qL9hK5N6VZ8W8LxDw842J_fTN913lDdD96glW5Lf0xs45n8GMW20_rK65dnDRLVKMsXW2dFG5pW2j7WQ85ND4MXW63DqW43pLwFpW3pwLgP5sSSdnVZnSRS1K75H_W6J-1Q44Dk3wtW12yZnR3tg79_W7d0xgg22kszQW60Pm_04JkZ3GN5QKBBF338j8W6rYDsS6YxdYFf82mx-W04" 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="VLKt55vO" target="_blank"><strong>This brand-new eBook</strong></a> is designed to help you build AI on a data foundation that actually works in production.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dcj3hCZYW95jsWP6lZ3kxN4SNBScW9wJ6W8vmhgV31H7HgW3MvNDC22cgpDW2CfRdl83T0clW6SYlLS2zzC_cW2_kNy-8lzDx0Vw-vnJ2wFyThW2wnH2k8mws3qW5xM6B56nyn5HW1qVCpY8LFczCW988YDk4kgFdnV79zK84-5Z5kW5XVd0d47MWyvW4STp3_4ZKx_BW8Rj4L-24FV-fW10kN1G5PRQVqW5sdpvz1W0TWpW6JQjDM8jvr9mW1VWZss3D5gnqW7rVrpl5VD5-pV-x6n78N1gR1N6fMtNQR7zx0V6nbRq2SJ9MkW7s31t824qKyQW2WSlXV1rSRhqW3DVMvx2_NHwgW7kv3yx8LGM1mW2yNz-R3RfftVW6yVbVD6P7xZLW1RlDf36hkZPpf4TbqKn04" 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="mqhvUZTe" target="_blank">Download your copy</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">OpenAI's own safety card says GPT-5.6 has a lying problem</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3pHW2m2N-V6S5vTyW8wF0rY5z23hTW1mHdfS1VyN5ZW4V9ZJS6m4LvrW8mS_YT3QQkSpW3B1NpC196hB9W9k4HB64Kx2kgW22h46L3dN5FdW46n1vD7zcq0_W6LQ1XY5-9PRSW91C4zV671VCwW3dgw_n3-wBwmW20s5bc3NX4rJW5YKBNX14fKRkW8WF38442xlcDW8GN5gg8hfl56W49xMRV72cKzDW8ntXyf4rgdswW4KD1Bv4MjpJtVMRrsz6Z9W0rN1lGxnVq_yX5N1x6Cjq3kWk8W2ZX_0N74JtrbW20NCT62_0j5NW1pPcRq3bNPD2VJ7CYV4KWkQ3f1wN34n04" 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="Tvw/EZk7" target="_blank">Amanda Caswell</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3myVgtwrt6j0zxGW40z2bC8Ctc2QW7hfQpF2ZqrnGW5kvx5R7-7HJbW7J33Ht1NwP5gW6VM8ZB9cM8y6W2rctY-1mCPfBW7J4zj_1mfYKzVrgMQt5CNkt2W7T88gz2392WwW2Sr5nZ7p-wMnN6RkRL6qbpjWW6zGksQ69jSbNV2Bwqn4X7BB9W1xfYzk7K7_J7W7bmM-M4wtBmdW1h4K7B68SZ9rVNLX_w9f6Pl_W95gKRj4gBqw1W10Wxjl6BLjnxW2qjsxY5VQy10W74nBBW46VThWW6GMRlh1HNChlVCtyKb8xcntdW5VBgHd4PXVvZW4qYxnF2hRQsjf6glvxC04" 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="VDQ5SEZa" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/07/982cfa0f-logan-voss-q3uaqyw2cf4-unsplash-1024x576.jpg" width="524" alt="Featured image for: OpenAI’s own safety card says GPT-5.6 has a lying problem" 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"> GPT-5.6's tiered Sol, Terra, and Luna models launch Thursday, but developers are more excited about Terra's economics than Sol's benchmarks. </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"> OpenAI's confirmation late Tuesday that GPT-5.6 Sol, Terra, and Luna will launch publicly on Thursday closes one of the more unusual rollouts in recent memory. After weeks of restricting GPT-5.6 to roughly 20 pre-approved partner organizations, the Trump... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3pmW3g3MWY35H_LdW6MqX_x48rFSdW6c6Nby7KqdpdW1-Rx0X95kBBMTF8S78wrf4TW7Qcrss7JggvlW8BP7Y86wzrVKW5nm8HP42TklSW8BM36N7p_45wW7nJSfZ88Xw6-W544TlL23xJCvN3pFSgGqR8rTW2bStQj5xM38cW7HJRrL6WKK95VJwN5f4cj79TW5FYhpW2ZGY-PW5Tb_sl96FwwXW6XKfvb19DK34W4r5Yyp1jQzd_W41tb8N89n3FGW1BLJcT98_XR0W96QScK630R7kW1knx8d7mHrYcN3JVn6xl8WwsW8gYC9f1MxvCnW7jR21P6pn519f68rPBK04" 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="1" data-hs-link-id-v2="md7U3Lch" 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">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 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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3p0W7PM8tG3jM-r5W7f7KLx4gjnD2VdmsP_33VTVcW7h33gF5KYs3rW78yZNx3zQvYFW7c_5kb8ht2FMW5z0MM74XbZ6tW98S4zg2L1G9yW4zwxQr3jcmJgW4MsW7Z8-JbGmW8CwKlg6N4lSmW814nbh3SHDSWN8WYzHC3S-P6W5qsHk93p-lFhW6bj0dj59qYGNW5T0k1w6THLl5W28t5gF4fDmjGN49Kx43P-479V3MKlY6Pdl4sW4Br1Vk2d0JqRW84xTLj28nXZyW1JPpmc4bL498W8Hbh2v32DsYPW5wF6FQ2RP5K_N8YbRtVHYpkbW3ZV11m3qqg_Xf3z_dFR04" data-hs-link-id="1" data-hs-link-id-v2="gk7lcuXn" target="_blank">"Opus-class, but faster": What Elon Musk says about beating Anthropic</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3mFVtpwJt77Nn-yW44--mr68SKYmW3cYNrm64mG69W1_fQSk57vV4TN4ScnTx289gCN4YSn81yhHTPVv5n8D7bpyqRW3l86yv8s9pf_W3Y2q106-K5m2W99CHJ-3vJpqLW1gvXVR6HGv4wW68WgYj4rZ62tW6NCFt22rLvQwW3XybT61s7XM0W6t4QKs65hFs8W2PL_X-7hSnhgW1MgcJd9gyQRMN5-PhrFDvKBpW5hDb343pcLXwW3VflB43Qd3RDW3XpZlt1qGKQyW6W8vNj6GcWLNN2ThQ8cBLckKW3skQ0R19fm-mN6X8Jdz5JnvZW5rCbm25n8rlHdFF4y204" data-hs-link-id="1" data-hs-link-id-v2="95gbxGH5" target="_blank"> Amanda Caswell </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">SHIPS</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3nZW2tfvkm5y1STlW4F7MCW8-CspWW2F8nbM4_MlHQW28-3cR6r-PknW1kgThC84Mkt9W3njQHK8jRPGSW4BJhjW8G-QK-W2ypRFM5ymjy1W7p26YW5J-NMvW6sj_V_2Vt6RzW6P1Tj86jZtrDW1l4KV44HR5ZxVJd3wq8Wc5WKVQcVL124dNgcW1TMdCG21kKmZW8r95Gl4wVgfvW26_Hbf7V7SPcVwTNB76vxBD4W5mB0gr2dZyvcVNyXYw1V38chW3K6h8v3tCKbYW5wY7WY1s5qN8N3hWWNjqLQ38F6FhL_mpCgHMB4-MRqd8j3N8qL9g3f242Mf58d9D604" data-hs-link-id="1" data-hs-link-id-v2="5wpkLf5Q" target="_blank">JetBrains' next move isn't a better IDE — it's a governance layer over Claude Code, Codex, and Gemini CLI</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3kqW8yh54Z5dJ4DZW5RNHWH8YgBl_VFYX2q69Q0qDW3Njy4F4P_VzhW5fLt-L79b_GqVSKgH95RFgz3W7vC9tS6mjzLfW4PQ-BZ14Ljt1W4JyyT68Rbyf4W59mRXf3w5j7BW8Kcpx92vy7Z4W6c8mMq84mF-mW2p6pGr5B_CFgW2ctzSq5nVJhWW127M-v22hJLwN2XPxdmD3fZ0W1fpz-n7g8X6qW4W7dks4Hz9lqW1pwDPt73gH2CW7jG1Zs1xdvpTW7McG335wy-0nW19QS3s58qQ8wW2CS5dL4LnhZPW1Nhv7j1fbq9MW51kx-F5zZK23W883ZhQ2250w4f5l_LZb04" 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">TAKES</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3p0W716ZT251BfHwW6-nXGs6B55jrW93k4YN3gRY9CN5PzwtgJ3q1RW5ZrbV75hhRh1N929yql6BF9VV_4Jvv94SsC9VjWWkG7HvjNRW74LDB877zdzSW8gpMBl68TFpxW439-TS8gBt_vN7jW7-bdXxNlW3pGKT12SNlmJW8fJ2wP3F0vR-W7s5p1r1fGHBwW63B8Sd7smrDSW11Kz4N3JRp5qW1P58g97BpbskW8xfH827X08ZXW5LbbpC3RFxBNW7jF_wt3B69gDW3Mx3dn7PsKf0W3591jZ3-Kmj9N1ChPrvzJkXlW5K_YL81RfJzvW6T47bd6S7RZJf1vjrjH04" data-hs-link-id="1" data-hs-link-id-v2="NndtpWXZ" target="_blank">Meta says it caught OpenAI. One thing is missing.</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3qgz0W7lCdLW6lZ3lZN4H9Yhnm3nsyW2q0xHg5_t1mWVwrtHN8Fkj4hW2QF-ch28D9QXW6BF4rf7PDPvYW8qXYFt1yxG96W91JR1s4pc23kV2R4md2LBFKjW19Jpwv7_Fbm7W4lSfW-7SSjGPW7QHrsl3TPYg0W9jtL9c7mCczdW64053D6-D5RmW6yH3WS4GSBGtW9c6vD57VHcTYN6nrw8Rrk7Q-W2YjBs66lVyY4W3rDkB67vg-lSN8xXSF3w7gsHW8T_8Hk50W9QLW7mXSqb7nGByTW8zp4b-1cBJgpW3j2th-7ZtdDHW3nLzQ75gmGv1f2ZzYdW04" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9" target="_blank"> Janakiram MSV </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">GUIDE</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">Observability</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dcj3qgz0W95jsWP6lZ3ljW7cqwd3659p2MVq41KL5tcPT2W1p0JfM2TJCjDW4ZTtzy2Q4ffPVZLgxY4JRG5PW1Lwwdq5M5wH1W97rl1Z2XdX0bW6pQWZR1dQx5TVg1MGc1htQscW3pGgKX6yW1PbW5FSzqk3Ym9sRW6frZ9y1pRKfzW4BC14d4Ls-l9N9dVvC73p8FpW1NkMHs5Ky5z5W1JtpFf7wxfPjW7jYFlf8ZTZPwVh7mVm62vGc0W90LYGR82bF1CW3Vpt3S7yg_RxW35CW0r5w7243W118tg23sR8QFW2BZNkL8kRJhvW6_ylvB7DcYv-W68HpQl8p5_X_W8W2QjH388rr4V_xFpf1dC625W86rbzQ2ZfcqnW7KWCh13SRmfgVzr1gg8lWYRKf1tFC1P04" data-hs-link-id="0" data-hs-link-id-v2="wWLWJHTI" target="_blank">Most enterprises will hand root cause analysis to AI agents within two years</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3qgz0W7lCdLW6lZ3mNW1r9_r-7s0V6KW4VyfB96DFxNbN7PRwLslDpQ2N1jyVmdz0dnyN2z3gLXv1prXW1B928K8FpNrYW7WM7RD2pV1plW3m_JQD3xlzL-W211Tb95-pJr4W4fmC3x4M6G1dW7lSnVs1tTpR-W8h0-yg4zxHDgTBnNT1pQNf3W2PKG0l2FGTFgN7NTClNsfzchW2Xs8DY9ghrCXW43BBsH52YT3RW4Wksn588vJ63V5MWdT66w9xfVn-s3357WVy0W3Tn3vH4PjKZqW4SJ_B68nRCzqW7pdXsd1dDtgxMVZ6w91X1TQf2xCH2404" data-hs-link-id="0" data-hs-link-id-v2="BeBKFCEq" 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--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">INFRA</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3nRW5bVyfd8_5nmqW3ypBZR4WcnZMW9kTSYN1kfhZ5W4zrGq06s670lN4hGnxT23yqLVbNL9r4B52vkW60Vywv47hWdBW5R1Yx85RG_LBW3mxWqg7X4_0HW3nXr-89ksHM6W4bt77F4VLZd6W1fFWJ06RWX0mW8cx2T-9gDBsvW6LpB5h8jl1gwW8QkjsX37g5mvW8y5KkD1d8BzbW1gqhnn2hxSwwW1gq8821R_kqyN6xbC6n9R_znW6bVY2m5rXJp8N86Qjb2Y9jwxW8wqZxT8F8b_9W2P4zXB6QjK13W2PXqLM84Z3S0VnpsV071dHl2W1bFCy184y0kJf6_wtsn04" data-hs-link-id="1" data-hs-link-id-v2="zHaebee4" target="_blank">Entire is building a Git network for 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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3qgz0W7Y8-PT6lZ3p3W7mNpbm7lbjqQW2tgjS66sfbmmW7TMmB16j_Fs4W3_r-Mn8b2LyKW91Zw6D29QCp1W7kY_ZB3XSFq7W1M6rGV6qbn5fW9g98627chgz-W27-d615XCxFCN1TjSRxdK7X6W4NZN8y7XmpLgW766f9M8grPZ9W6w55CH53t20BW3TkgSC229P9wW4B14Ym2DVqfnW7Fjg3x4ZQkH_W3Frzt55ly7l3W2NwhK76hf2TmW2LFT_L91_MGPN1YnLl2MjfnVW3x-T5123dJVqN134TBw1yW0zV92p6T6C_ZwVN1t4s92s0fHtVjvTC-3gnnFRW5BB-0w940Jn7f5KfC0804" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ" target="_blank"> Frederic Lardinois </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; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <div style="font-size:12px;margin-bottom:15px;"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#1a6fa8">FROM OUR PARTNER</span> <img src="https://cdn.thenewstack.io/media/2026/02/b6f794b3-aws_marketplace_logo.png" height="24" style="height:24px;width: auto;vertical-align: middle;margin-left: 5px;border: 0;"> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3hCZYW7lCdLW6lZ3n3W45KV2j2ScBB1V99h9f3Ppt96W7Wl5B21Pcs9sW7sSqB43K70-rVpjgdP282v0sW6R8FZX3q4Wb9Vk3Dw88Zm1n1W9b0M7F1X1HMVW29VHkT82t1DHW5zNcWT1PJ3SLW2-J5BC2hZ9npW8PV0h-3cvk5NW5dHht47MSp7hW6QMVgx2ZQMPyW2YjDPz5z78dGW1ltZDF3DqlP9W4tsGWm7tD4mfW5z87FH2jVVmFW2g-cjr6jmxJZW4-sTqf3sDfkPW1Gc4TK8sknRcW6r85sr66TYcBN4bvYWlbmKvtW8rzW5391d9yMf3YK5L204" 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="natgC/w6" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/06/5a5a0078-ghariza-mahavira-oq_mjoayun0-unsplash-scaled.jpg" width="100%" 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"> Agent Toolkit for AWS includes 20+ agent skills, but your agent might not load them without this one file </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">The Agent Toolkit for AWS ships 20+ skills, but a 17-line rules file decides whether your agent actually uses them. Here’s why it matters.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3hCZYW7lCdLW6lZ3m0W2FTJKV9lr92wN8f1pRBF1Ts-VY5pr47vgwbnW3plqkn3f9H0wW4W046s71dGm_W5c7FW44P-KLPW3sTvcN1DnL7TW2C5MBF3GL-QfW1W5C1S7zyGB-W2rfml790-1XdW8dFq5511rkJbN6HjlJx4vjSCW423CG51N1mw-W6NJ9KY98WtcGW5YxwBx4fMBQwW6_b_nn2wydVwW19qRBc7ljg-1W6RgCTp8j_kLPVHncCq7klF-cW3XQcN130NSrFW7kVXGL5Y_Lc2W852MC13nKf44W3Pwsbb45JpjXW4wjTvl4vXRTFf5H6TLz04" 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="1" data-hs-link-id-v2="vFryJN6Q" target="_blank">Read more</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">GUIDE</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3hCZYW7lCdLW6lZ3l4W2wkFjf6fVRq7W4Wwm4-8KKRByW8PYm1W2_8pBkW8DMPLD7J_2__W2zN9j95VsHbsN5JZxcK-W4XqW5xtgLV7zBv7sW1HWx9H5Ql3gdW2Qnw0J2nGkXYW3tb8xF7GmR-kVDqvbB71zPnmW1GvFCP8V-d7LW1nV7PP3FV8JzW9cqKtx3NLBWKN4rQ08B28_mdW3NB-N64YTq-pW8JyH2t18gs_lV1vJMR8D5nJ8W8qGVhY7jHmdHW4hzNry2023XHW5P0xw74wPCd1W4s-dvF4VyjdwW1J9Zmb7K748zW7bWZSl2skQKrf654Zb804" data-hs-link-id="0" data-hs-link-id-v2="do4JHrQl" target="_blank"> Go beyond the surface with Towards Data Science Deep Dives </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"> Tired of surface-level tutorials? Towards Data Science features a dedicated Deep Dives hub designed for engineers and architects who need the rigorous truth. From production-grade RAG validation and cloud AI agents to the math behind data drift, these expert-authored guides don't skip the hard parts. </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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3hCZYW7lCdLW6lZ3l-W6mqPwd399t5XW7G3-k-7_S-L6N1zV-MsRRdjfW5hKxP27Nt2ZQW3kS_jn8J4rhdW9klhnx7GXgHvW26qmgs45j1S9N3SMY6Tmx2z1W4TCsSq8qjTzsVpK1YG1R-DvTW3fpcwR6W23DMW5qGRnB6QyZHhW31dmPv5WkhPzW4v7jlV8RcJv1W8L69JP5jc9NwW3XJJv94KNwZ0VKhznb6mYnWVVTzrqC2j-2YRW9csjv68ckWLRW3yxPjC2QrjdPW473j_K49k15SW4x3PM03GPCmVW3pdCDl39NdJdW7FgVWN34GmLqf7zdYJb04" data-hs-link-id="1" data-hs-link-id-v2="8hR94hDu" target="_blank"> Explore TDS Deep Dives </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">WEBINAR</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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Db65g8t6W6N1X8z6lZ3mvW3_tKpt6-Qw_1W2J77k750975NW8gGgpr2rCk9nVBG2H56sc4DfW56d39k7MpdfWW3pHDZ45jvczpW1xDPnf5GP4MJW8B0Kk25ZCp1jW8Qh_Zs3B644MVZfMkp78VFJjTkbsK1X3jP9W2GKvrl18s535VYPfYF8CbnN-W5yQYFc32vzXdW8ghsxF4DTtWJW4-1G3k9jG_LHW6-HSGX3t12zjW7_fzLZ6xL26tW50ypwQ8Bgm0SW6p329v26hCQmW3fPpjM7g_2DfW23Q8ym7nqZt8W9gKNWX9kJ3WlW8km28T419bCyW5dmxQg6hZRXtN2MRRzfc4-7VV_G9Dv6h5JGFW5fsWgs4RM9J6W4H9WGq2Dr4N8W1tbpVj6tdrYQW2lGC_-9556z3N1sFvWVvBDX6W8H4y3Z5kYjqZVfZgC65w5Zl3W26ch3X3--MqFW5ygW5X231WMPW6-gCSS3BMBQ8W21cjXl849Bw8d2h9lM04" data-hs-link-id="0" data-hs-link-id-v2="RFPCHj78" target="_blank"> AI agents broke observability. Here's the fix. </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"> Logs, metrics, and traces work great — until an AI agent starts hallucinating or overconsuming. Join us live on July 22 as we walk through how to monitor traditional services and evaluate AI agent behavior in production with a single open-source stack built on OpenSearch and OpenTelemetry. </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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Db65g8t6W6N1X8z6lZ3kGW2_4pWY1XNLMwW7Tjql96vX5XzV61jzh7cgChwW6qCD1w2XDGx-W2WwvTd84rs_WW1LGsVx5t6ZL-W6pvBDc420GbjW6Y0qCY8Dj5JTW69NMSp33qRjKW2gfL0F3Y7hLdW5VSd1s1VkK1cN8j7FpGR_F5kW4nJ0pF4nwTGrN3hB05sP3Y7kN2_Nlqz388ZxW4x5pmp2b_VjTW8pk16c6w85MtW7SffgX1T2BRQW8FzCG2843-k1W5hTz494Ws7jFW4PrGZL8wP0D1W3M70_X38VQdtW6Q6rm12mqv_3W4V3s17986LMYVQHHmK5vPs57W96sdCV1JydKkW7ll0rB17k7tyW87dJVn2PTQNWW5XFq1H8QBBbFW5vdchR46WffFW6VBdW599pS0RW1t1Gc15hqMmyW1Qhyss6nGzw6W6tkRMc6gvTQ6W1KpFXR3G7z9bVgqgPK1MTdZ0W6F9n9N3cmwVnW7qH6ML5ZXWgJf1f7yZl04" data-hs-link-id="1" data-hs-link-id-v2="3WzMfC8J" target="_blank"> Register to join </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">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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3hCZYW7lCdLW6lZ3lVVZ_RBd85qDNdW5T34X08pwzp6W5NZJsH1bwjJGW2lw62D3Pd86GW3tPHSr5c7fk5W6CJ6Kj6RtZDfW9lNGvg8Pt7cNN40mXB4T95kXW3kX43W6TsVxDW9fgwrJ2WylqbW5gTD6094fPNQVxc1h48Ksy2HW5f3g2s5BW2SdN3nflZTw308CW1T86zn2NXkh-W154DsT3ZFXQyW2Nf4gK8tgX1JW8YwzSB4968TnW9fhcvM1qySCFN2lN6Mp1QVQqMGQVT0GZ_1rW1KqZjm7p-h_yN3NLk0MgRSG6W13hwkW8zw-rYf7C9pFM04" data-hs-link-id="0" data-hs-link-id-v2="ZLpyCZ0X" target="_blank"> Agentic infrastructure operations begin with accurate, reliable infrastructure data </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"> AI agents promise automated infrastructure, but siloed data risks outages. Discover how NetBox Labs' infrastructure intelligence provides vital guardrails. </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/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3hCZYW7lCdLW6lZ3ptVJkdCF2Pl01PW66w9KY9jdqmcVthRfb2T6BBSW85B1N15H3q3yW1bS9Cw1cZ7lPW6CYskK4LvM-fW7FZYw01MfkQLW4cdhMm2qLFyqW7F2BMw8rbbR7W1x2P9n7T9bQpN3WlpDPHcV4kW1_R7Km3_6NxGN6jHm49wv52rW4phpM35b-0VhW6WRrtj2-qs2SVnlPMp946L6NW86_-rV6kz6fFW7shW4X82sMqgVgTVzS1_gMqvW98QLJ2557jgvW4lMmn-1D0zmRW2nzmjM7jSxklW3Kn7XH20S7LpW6T2R2l6HNMhyf8ZWR5l04" data-hs-link-id="1" data-hs-link-id-v2="/dxPe4MP" 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; 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                                    Plus: What Elon Musk says about beating Anthropic

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The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Db63prCCW6N1vHY6lZ3mBW164nYQ57k64YW3QW6QL1JGJmhW4s2ZZC4CpND2W43B3ct3g_cX8W3rXCxG66bx82W67sQJ66D1jlfW3v_WLz8KhTXlN98z4YP7wxHBW3M_XR37HMD2wW879wJ188hJBrW85BS5b61PfN8W2bbYzm6cgSsYW2l_8sx3RD2xBW3Gq20C8_kk8PW1hVSLC70WQJMW2Xq9zm27DV8pW68Bz2L2SNQnQW62G-s97VXv3kW2H3Fnh5VstCpW1GkSMv7MJNvMW3ncmGn28_kg9W8l-Cyp7kbzqnf3_3lWC04 )

July 9, 2026

GitHub's ex-CEO is building a Git network for agents

Five months after the largest seed round in developer tools history, Entire, the startup founded by Thomas Dohmke, is now shipping the distributed foundation layer it teased in February, reports Frederic Lardinois, Senior Editor for AI.

In an exclusive interview with The New Stack, Dohmke — who stepped down as GitHub’s CEO (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3prCCW7Y8-PT6lZ3kVW3S84xg8GvtdJW26NtQZ3qD7GRW5xLSJq6GTfDHW1PvSWT1gv9McVxXZh83PyKMPVFXv4l14w70lW1t5cyV5F_G-_W261g1_36NvVYW3m11y443rPzlW7z2thC8C1Y1jV7jTWf2Z3zDCW7LJqPS8xtY2tN7yYL74h4C8yW5zQmLJ52_RFnW8MPBGf7VC_GcW6RN-2X4fKjj1W8cjq0K1jbV0sW1mPYY08cvjhpW2Dts7b4vyG-tW2Dh7J_56HPQqW91K0M25z0w-XW2nZkJ63hzsltW5vPk1T5ClK7SW2S6jLc7xBzvRW47Lwxw5XJXZrW3_s6jG5X-dbsdf4MKR04 ) last year to become a founder again — talks about Entire’s future, amid the news that Entire was opening a preview of a distributed Git network designed to keep fleets of AI coding agents from overwhelming a single central server. It may someday compete directly with the core service of GitHub, Dohmke’s former company.

Go deeper: Entire is building a Git network for agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3nDW28Q3Lp4GByzXW1VKMZB47PJFyW3D-hKD5LwHQnW6mB0sw3PCHGfW3gGWVj6F3tByW8bDdsB95ZmXTW9b4dpC681sPtN8-3_KMQ63yXW3Nwqyp2hNRWFW2pDRtS4Nfb_DW4kZq8p8_S-BWW5zLqsq192Y9gW47LnzD9jY8-yW22w5Wp6rNrhRW50PlV77plfP-N59__nRQ9GG1W5dPXgX38PxFpW4WmyTr7Dk4q-MrxPhm6PvFwW5PXpqC588zg0W4bTfQ36J4v1lVH9_F12MgKgFW4Zfrzz1MS9CDW59ydVX91gfpnf4wWxnM04 )

More fresh reads from TNS:

▹ Meta says it caught OpenAI. One thing is missing. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3prCCW7Y8-PT6lZ3lYVWVKPz4pHt5hVFfjgr1sjYkgN6R6LnZw0GXwW7jFmCX77gWgmW1g9dc45clfKzW81J3Sl974jgbW5x4Jz_8Q5KJ9N6kg-S_M1cF-W5DggZz7qqLqYW1swx7247-q-1W6hqM245GBLHnW88003N4wpHhbN4f26FRWP1VgW5j95pX4zY93BW3-sQzy54DC57W6PZ9xF8wnx0_W4wNSYr4Vr9JsW1_wDjd14pKtjW8Hm5444jtcd5W83DDzd3t2GYLW5-fKrQ52nqmlW4vMCZd84MmXZN1sy9JmMM8Z8W6Sr84Q3v9YqFW8tjggy4ZT-FVW5SFQw25L6VwXf6xKBhP04 )

▹ JetBrains’ next move isn’t a better IDE — it’s a governance layer over Claude Code, Codex, and Gemini CLI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3prCCW7Y8-PT6lZ3pfW5VhlGd6zfZDpW3XSvzN55G3KVW6sLjq17CtdN3W9f4h678Nc425V3wVXN4jQ-MnW6q0Lks4vsPWtV52PG_3Vbk60W3JZbm64rF56GW3qs2r86Xwzf0W4FbyLQ9bZf89W2pKKHN1JJhrqW8BXYt36fYpc1W3rW86Q3HB5qQW6_8CGk9jswtvW22FMBl5_pWVKN3ZT0pyJPW1SN37XnqxdhlpYW3Z_MNp95BgDkW5t-B312Kt35YW2cYzfn7wqM5mW1Gl_6j278xLqW61JdFR6jvKXsW8Nct_78xGJ9lW6Ls3D26P8ZggVGHZ9D1CztJqW65gVKr84DtWpf4wQwQP04 )

▹ “Opus-class, but faster”: What Elon Musk says about beating Anthropic (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3mrW99_9S88Cj6J2VmbDrH2V7NjYW54VVDy2ZKCJ2W2VFNh_2J0b_2W6QKtwd3Lcx5PN5THLpdMvjFdW4znjxt8rvJ74W43y7SK2gD0y-W6DsR5K3lcmxKW37D-jb8Tb8k8M7Vrj9vwSF8W1VlM8-4cKhs_MdGLhbcPs8BW571RlQ8dnD2KW5lP2Z24RbN7PW3frrqY5NMC6vV32_028vVXJVW71syYg5z_5n6W2Rc2K-3jwpLSW65R4j31QppZgW3Cwg_w1F7Vj_W86Y7n751FlKxN7WHDnmCdy6VW8PZv6r15qsj8f5lXvL604 )

We’re looking for Sponsored Podcast and Webinar Hosts who can lead engaging conversations, put technical guests at ease, and bring stories about AI, cloud native technologies, and DevOps to life for our audience. Interested? Apply here (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dc03prCCW8wLKSR6lZ3nNW6RnVzt56dQrmV7-Yzf1B_9_dW5DBfqD1dVBscW9f0y4k3yCb9fW5_M56B1Ns6V-W2Tr3291rSJztW2qTttb6wZJr8W1G6pX46w96YfW3zC3xC5PQtCGN5GvN0-dP_4jW7VGHT67d2-qxW1GbZ761gpQxZMGM0MmMbVQkVqnJNH46VPZDW3R_hGf2qS4h6W1nTS-k4Bv7gYW3FFQFB7Cbkz_W2mCy9133fr3yW6tPDdM5WxjqqW1GmVRc4mPdtgW47DTzt6QnJKkW2-cZsq97DJH4W3rlxlw7Fw3lRMqCyVV7_sMbW7Gb97P1n0jQ4W4213z66DGKVfW34tjVW5Clj90W4vVhRZ7_LqP-f8YCtDK04 ) .

by  Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3l1W3HZbyv75QwD3W23J6gD7mF7w7W8-2yzR7YNnxrW8f1y7H9dw_r5N3XMTfm_yN1DW33pGHp3dXHmMW7TpB7K2F_SJlW3LlzCY7pN-7rW9hNtRk3bP4GvW8LYzFt8P12M4W4tFptM6b4RhyW7BPQYM4KbZ0TW90mR1K2B1vp-W6s1bDt7_r5kyW1CSXdD3WJkJlVjvH5B2nXr47W7LlMkH1gmsgDW6Rd5Pk7MgGV6W9cyr2L17ZXJsW21xDgK3mQkxbW8wtr1x8F9Y54W3GbZ7H5CKVTnW8FKmLz2QmYXwW3Zk1vC8ZN09bf5X6Ps804 )

The developer's guide to connecting data & AI

The promise of agentic AI is real, but the failure rate is just as high. More than 40% of agentic AI projects are expected to be canceled by 2027, and most trace back to the same root cause: AI agents operating without the full context they need to act reliably. This brand-new eBook (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dcj3gP0xW95jsWP6lZ3mlW7p9lbw2pv5gzW51YT105yPt55VNPqY926v1MbN4XLGn1-b2ZPW3qY5Lg6JcF5lW6gtHHD7-ms2wW3P9z8Q3bTjBNW6qqLMY16V_kCVsS8gR4HC-32W2b2xRD2TQb93W67dZJq4JhKgYW8krVv-3dB3cVW4jtTxN6K1gnFW6Q05lS6_M1LFW7FZSLT3ft11RW1BR7Gj5hcp1mW8hCtJ53FJfvkW1yCZTy4PH8-RN3wksrx2DxTqW6m8MVp1jTWhWW7RNFrs44YH2GW6-yRfD4qCSVTVPKdFx7X3Wt5W782HNB1W5qkBW7zPBsb50CwrGW3kjcf-3LN78VW5SN0nB16b_YDW3qgpG06DJkDPVT9NZL6_0JX-W2rkTSS2BqStWf1P5yWn04 ) is designed to help you build AI on a data foundation that actually works in production.

Download your copy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dcj3gP0xW95jsWP6lZ3mlW7p9lbw2pv5gzW51YT105yPt55VNPqY926v1MbN4XLGn1-b2ZPW3qY5Lg6JcF5lW6gtHHD7-ms2wW3P9z8Q3bTjBNW6qqLMY16V_kCVsS8gR4HC-32W2b2xRD2TQb93W67dZJq4JhKgYW8krVv-3dB3cVW4jtTxN6K1gnFW6Q05lS6_M1LFW7FZSLT3ft11RW1BR7Gj5hcp1mW8hCtJ53FJfvkW1yCZTy4PH8-RN3wksrx2DxTqW6m8MVp1jTWhWW7RNFrs44YH2GW6-yRfD4qCSVTVPKdFx7X3Wt5W782HNB1W5qkBW7zPBsb50CwrGW3kjcf-3LN78VW5SN0nB16b_YDW3qgpG06DJkDPVT9NZL6_0JX-W2rkTSS2BqStWf1P5yWn04 )

TOP OF THE STACK

OpenAI's own safety card says GPT-5.6 has a lying problem

by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3n0W3ZyCWM103GGmW64zL6w4nv_zKW5Gw6TB1MYbkhW6ynVMp2fX1V9W521Cjk5yykgXN1WVtBjLPXq7W6VBc_f2mvnhhW5rZYCC8l23ncW1ZNxnK5BC8Y1N3myCFKQH69sW3tmfgn3LqsclW24_GBQ3xylkpW50gNwb2H956yW6FlVwR40cbf3W5WjFM84SYs4gW2-Jz145cCdpbW4cGV5f6HNG78W462JcP6xSwhgW6S10w-176_twW9hbHw18SDPQ7W3sB6jq6wndy8VQjD7Y7ZDQxgW11k1Nf8_hRJdW2-bG2w10DGpLf5VRqjs04 )
Featured image for: OpenAI’s own safety card says GPT-5.6 has a lying problem (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3prCCW7Y8-PT6lZ3pQW10TRZJ659J2HW8_yzMp2Qc9pkW1xqXQq4mWVNTW7RVP4v8nMV4mW3kW-Q-11_BQQW1MxX1_2bm-RPW2NMjhG7jHCcwW91vnTt4kl2YDW91G2W02nf1SGW3ZWqyh8yTdnBW7W10QY65W54TW84dmw_7tnfzMW3TT9d64dm87DW2W_FYQ6Fp-FFW9h41pD4Rz8FzW1KxpCS1pN5gtW4SbmxH6k1ftpVDvmqd6W6GhgW403g9Q7kcGk9W10Lg4m2bWfs9Vj-K0F6pWzfPW8Bx13Y25Rdd2W1HhnRD1mKw6wW998lXh1nl5rMVbj8Sz7yCD9mW7z-gsH3CpZDcf1xM1YW04 )

GPT-5.6's tiered Sol, Terra, and Luna models launch Thursday, but developers are more excited about Terra's economics than Sol's benchmarks.

OpenAI's confirmation late Tuesday that GPT-5.6 Sol, Terra, and Luna will launch publicly on Thursday closes one of the more unusual rollouts in recent memory. After weeks of restricting GPT-5.6 to roughly 20 pre-approved partner organizations, the Trump...

Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3prCCW7Y8-PT6lZ3pQW10TRZJ659J2HW8_yzMp2Qc9pkW1xqXQq4mWVNTW7RVP4v8nMV4mW3kW-Q-11_BQQW1MxX1_2bm-RPW2NMjhG7jHCcwW91vnTt4kl2YDW91G2W02nf1SGW3ZWqyh8yTdnBW7W10QY65W54TW84dmw_7tnfzMW3TT9d64dm87DW2W_FYQ6Fp-FFW9h41pD4Rz8FzW1KxpCS1pN5gtW4SbmxH6k1ftpVDvmqd6W6GhgW403g9Q7kcGk9W10Lg4m2bWfs9Vj-K0F6pWzfPW8Bx13Y25Rdd2W1HhnRD1mKw6wW998lXh1nl5rMVbj8Sz7yCD9mW7z-gsH3CpZDcf1xM1YW04 )

WHAT ELSE IS NEW?

CHAOS

AI Strategy

"Opus-class, but faster": What Elon Musk says about beating Anthropic (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3mrW99_9S88Cj6J2VmbDrH2V7NjYW54VVDy2ZKCJ2W2VFNh_2J0b_2W6QKtwd3Lcx5PN5THLpdMvjFdW4znjxt8rvJ74W43y7SK2gD0y-W6DsR5K3lcmxKW37D-jb8Tb8k8M7Vrj9vwSF8W1VlM8-4cKhs_MdGLhbcPs8BW571RlQ8dnD2KW5lP2Z24RbN7PW3frrqY5NMC6vV32_028vVXJVW71syYg5z_5n6W2Rc2K-3jwpLSW65R4j31QppZgW3Cwg_w1F7Vj_W86Y7n751FlKxN7WHDnmCdy6VW8PZv6r15qsj8f5lXvL604 )

by  Amanda Caswell  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3n0W3ZyCWM103GGmW64zL6w4nv_zKW5Gw6TB1MYbkhW6ynVMp2fX1V9W521Cjk5yykgXN1WVtBjLPXq7W6VBc_f2mvnhhW5rZYCC8l23ncW1ZNxnK5BC8Y1N3myCFKQH69sW3tmfgn3LqsclW24_GBQ3xylkpW50gNwb2H956yW6FlVwR40cbf3W5WjFM84SYs4gW2-Jz145cCdpbW4cGV5f6HNG78W462JcP6xSwhgW6S10w-176_twW9hbHw18SDPQ7W3sB6jq6wndy8VQjD7Y7ZDQxgW11k1Nf8_hRJdW2-bG2w10DGpLf5VRqjs04 )

SHIPS

AI Agents

JetBrains' next move isn't a better IDE — it's a governance layer over Claude Code, Codex, and Gemini CLI (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3prCCW7Y8-PT6lZ3pfW5VhlGd6zfZDpW3XSvzN55G3KVW6sLjq17CtdN3W9f4h678Nc425V3wVXN4jQ-MnW6q0Lks4vsPWtV52PG_3Vbk60W3JZbm64rF56GW3qs2r86Xwzf0W4FbyLQ9bZf89W2pKKHN1JJhrqW8BXYt36fYpc1W3rW86Q3HB5qQW6_8CGk9jswtvW22FMBl5_pWVKN3ZT0pyJPW1SN37XnqxdhlpYW3Z_MNp95BgDkW5t-B312Kt35YW2cYzfn7wqM5mW1Gl_6j278xLqW61JdFR6jvKXsW8Nct_78xGJ9lW6Ls3D26P8ZggVGHZ9D1CztJqW65gVKr84DtWpf4wQwQP04 )

by  Paul Sawers  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3lpW8yQ02F62z-fgW1T4wfF925KxCW6yNsy_8ZnpYcW16SLld6-czy-W4W1hsC32d8tQW98Lymn6MBf0BW3B1Gm515R0VqW5NRQkv5_nTd-W3H6ZCB8nrMHGW64BwK26QMM91W5CJ-WS46T5HQW5wxjHb3THqSXW4bJLnw6sFjSgW7Hs4Vm6DsfkWW4Mvs1F85lVNsW65XHz51vFjNrW9fzv9M6lWNnvW46RG6t4txQG1W7r5c4K4B7NPqW5pMLMR3wj4CRW9f5-Ps1-Mcw3W90kYnV6382V6W9dF0RB2QQHQ8W33l8Lc6sRdRnf4l-x7q04 )

TAKES

AI Models

Meta says it caught OpenAI. One thing is missing. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_DbK3prCCW7Y8-PT6lZ3lYVWVKPz4pHt5hVFfjgr1sjYkgN6R6LnZw0GXwW7jFmCX77gWgmW1g9dc45clfKzW81J3Sl974jgbW5x4Jz_8Q5KJ9N6kg-S_M1cF-W5DggZz7qqLqYW1swx7247-q-1W6hqM245GBLHnW88003N4wpHhbN4f26FRWP1VgW5j95pX4zY93BW3-sQzy54DC57W6PZ9xF8wnx0_W4wNSYr4Vr9JsW1_wDjd14pKtjW8Hm5444jtcd5W83DDzd3t2GYLW5-fKrQ52nqmlW4vMCZd84MmXZN1sy9JmMM8Z8W6Sr84Q3v9YqFW8tjggy4ZT-FVW5SFQw25L6VwXf6xKBhP04 )

by  Janakiram MSV  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3kDW6rj_Sj8Tbl7RW8DYbB199Bjq8W4NRJgq54T3lQW2XnYZ83Ky5N6W3pWJr31XnZ5KW9kHB6M4d6FNzW5f7HTq7XxXRrW7nWBxt7gjC9BW1XlcQM52-PPSW3LyRhx36L9-sW44Bgl22xCpFNW5LphpP139nK4Vygxr61qt1BhW6dhrBJ8_p69fN6FnKWJHh7WKW3WxsGT5hL_VBV1dLzK7GB6MXW6mL55G25L1KSW79z8hy77d-QZVR7Hb03tvPzWVzTdCD1wnDc2N5zgqTh9Dh-6W2Gnpc76GlrqhW5N19Cf52-zP3f2mZlbH04 )

GUIDE

Observability

Most enterprises will hand root cause analysis to AI agents within two years (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dc03prCCW8wLKSR6lZ3pXN7mm1Kx_s7g_W4J3rJJ6_gsXzW6db2Py9jpGbqW8gpdsB4xW_cMW7ftkVx6NCBdCW4V620V5X9VbwW5rl24W5l6GmRW6VyD-s5GPzqJW1PGbgp1_jMHYW77KKJj35DycZN4LJhFJ5wj0tN90WXGYS2cXgW5_3F9M4sjbqvW3Xz56w24pQrCW9dMlX82DgVfpW7gqlH57xp7WsW7HYFTt3FrbbRW46b_v99kwKjwW6JsPgQ3hH0CpW3tX0112_RwycW2xxxj38yp9r4VjRDnk1lRL8vW483hLQ86pptlW4qBX0r68jjRMw27JJ_zfcJVGNXtJ2N6zrMW5PNSX227fzv6W1MVDtH5Cqn8nf1HDByg04 )

by  TNS Staff  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3lsW2BnRWZ5H-xXlW3VX_-y7Zfx2wW302p2D88Z6KcW7tPgPT4lX5mcW5gWq8z2spXwrV_CfNv9d5PWFN5zfR-GrJdX8W3pgF_d4WJLKDW7Jqw1b6srXZKW1GFKkR3ksfYZW24x3l92zd9LnW8Mc4sh1ksKDCN2BS3gYmscZkW486C6S7Gpb_jN85lN1QHjtKCW8lNqL151_zypW54mbQg20070nW7hVhkm2sPKbZW4-N4kx2ph_nTN2R1k4bHJT1sW4Kn1nk47Lfs8W3fpGCJ5FCb8vW3NTWxC96ts9sW4_DCYW5zPc68f2SLgWW04 )

INFRA

AI

Entire is building a Git network for agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3nDW28Q3Lp4GByzXW1VKMZB47PJFyW3D-hKD5LwHQnW6mB0sw3PCHGfW3gGWVj6F3tByW8bDdsB95ZmXTW9b4dpC681sPtN8-3_KMQ63yXW3Nwqyp2hNRWFW2pDRtS4Nfb_DW4kZq8p8_S-BWW5zLqsq192Y9gW47LnzD9jY8-yW22w5Wp6rNrhRW50PlV77plfP-N59__nRQ9GG1W5dPXgX38PxFpW4WmyTr7Dk4q-MrxPhm6PvFwW5PXpqC588zg0W4bTfQ36J4v1lVH9_F12MgKgFW4Zfrzz1MS9CDW59ydVX91gfpnf4wWxnM04 )

by  Frederic Lardinois  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3prCCW7lCdLW6lZ3m9W5MFJsz1PbXM7W9c91sH7XpFhkN8SfyrsCDjcSW904-k_3Kc6ZFMF00VZwDYqtW3jTHXP7tDwFNW4CrjWV388N_cVlLS2w16mSMXVC2B_b1x9lfhVt1ZSQ3vfzKXW5qZbPT5rCHGpW1bp3Hb5qmJKXW5PjcPg1zPhJ5W8cMGXc5dP5wLW2j87Db6526GDW8X6C8Y1h-CYPW6YLQNX8gY5GnW32yDYW8w5Xb4V2R3BS1ZX4fDW2Bp_LN7fP63YW1-1w2w5mxjkXW8_TDFV8wkbK8W4Tm8gg3TvYSfW6LlGsK3890Xpf8l0vqn04 )

FROM OUR PARTNER

Agent Toolkit for AWS includes 20+ agent skills, but your agent might not load them without this one file

The Agent Toolkit for AWS ships 20+ skills, but a 17-line rules file decides whether your agent actually uses them. Here’s why it matters.

Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Db63gP0xW6N1vHY6lZ3lPW8M0rb342jFq0W5yvDSP69d54BW4JMTt74k06LKW7hVrxM1566FzW3m_yX68wSYGCW7msS9H5d331gW5T87Zr4m3rsRW8b-4LG5SyygvW8DJrSm6B35PcW1p51r85vYMTTN3N0Qx3pwsS8W5sPq6P10T8CSW4k1Pp46760R5W8j10235_LhSgW1HYyMP3Lc8J6V7jxdt7szcDgW6SbFD965mkHdW4SHdF93hTzdrW47HW7M51B8v1W5brqQW8mFr7gW699qkD6Qd7PWN1MmBkL942lWf6L8Rtv04 )

FLOW STATE

GUIDE

Go beyond the surface with Towards Data Science Deep Dives  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Db63gP0xW6N1vHY6lZ3nnW3Sjx_b5FkQ7gW53k8v27SyvtPW50kSSZ5jLhwLW1q52Vv1DjkJzW28pwY52zgdM0W4p6tbN6HyqdRN2KF2vG-zmx8W39rjP89hyK1JW6MZTf_166rtVW2MYPTs3XspGzW80Vfyg1FyP0CN57xXfkKx1bxW3fq_Dr2_6Qj0VR-jPs72slJ3W6XK2D04G79qlW1rvxXs1XVJnNN6_VyRwgM-VJW7rTbv-34JRk_W4XYd0v4MKK_jW6dpgXW7_bwBsN2bVlBkg457ZW5Bvc8L6FJxS5f7yS9wF04 )

Tired of surface-level tutorials? Towards Data Science features a dedicated Deep Dives hub designed for engineers and architects who need the rigorous truth. From production-grade RAG validation and cloud AI agents to the math behind data drift, these expert-authored guides don't skip the hard parts.

Explore TDS Deep Dives  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Db63gP0xW6N1vHY6lZ3nnW3Sjx_b5FkQ7gW53k8v27SyvtPW50kSSZ5jLhwLW1q52Vv1DjkJzW28pwY52zgdM0W4p6tbN6HyqdRN2KF2vG-zmx8W39rjP89hyK1JW6MZTf_166rtVW2MYPTs3XspGzW80Vfyg1FyP0CN57xXfkKx1bxW3fq_Dr2_6Qj0VR-jPs72slJ3W6XK2D04G79qlW1rvxXs1XVJnNN6_VyRwgM-VJW7rTbv-34JRk_W4XYd0v4MKK_jW6dpgXW7_bwBsN2bVlBkg457ZW5Bvc8L6FJxS5f7yS9wF04 )

WEBINAR

AI agents broke observability. Here's the fix.  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_D9R5fkwKW69t95C6lZ3lLW1b9Qjl8vZp3hW5stgTF1yG9_BW81ghrZ4YsQlxW8r849_2KGR6yW88fVHH4ddNb1W2HQKjJ6PrYbhW7pPkTK2hmgntW52SFp78WRbWbW4QbG0w2-xxMLW66G-YK1H8M0nW3QQ3vf6xgtcCW1MKgHW1JKjrxW5lMFQC76nmRLW41Vvxh1FMFMPN6wddnQwRJKxVdw2Zj7jGRQmW44tRCr2Hn62BW9fdw4s7CfZBXW8LzgbQ78YCsTW7RsklQ1R-vDcW7nbr-653SlGkW6f1st52W8631W4WcD7p4Z3cz7W91Hybl7CymWdW4Gg07g2sW-cQW2fx96b5h1ynNW2K48RN2LwCG5V-9V7q41JglgVv1w1J9dVRZMVnxSHY8ygsnrW3CWtv84fsJQxW1Ct41J75HCfdW81VNwY5ShtykVFL_3b5jwHH6W7sx2Js3rnmVQVj7ZV91Vb9gmf77k3sx04 )

Logs, metrics, and traces work great — until an AI agent starts hallucinating or overconsuming. Join us live on July 22 as we walk through how to monitor traditional services and evaluate AI agent behavior in production with a single open-source stack built on OpenSearch and OpenTelemetry.

Register to join  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_D9R5fkwKW69t95C6lZ3lLW1b9Qjl8vZp3hW5stgTF1yG9_BW81ghrZ4YsQlxW8r849_2KGR6yW88fVHH4ddNb1W2HQKjJ6PrYbhW7pPkTK2hmgntW52SFp78WRbWbW4QbG0w2-xxMLW66G-YK1H8M0nW3QQ3vf6xgtcCW1MKgHW1JKjrxW5lMFQC76nmRLW41Vvxh1FMFMPN6wddnQwRJKxVdw2Zj7jGRQmW44tRCr2Hn62BW9fdw4s7CfZBXW8LzgbQ78YCsTW7RsklQ1R-vDcW7nbr-653SlGkW6f1st52W8631W4WcD7p4Z3cz7W91Hybl7CymWdW4Gg07g2sW-cQW2fx96b5h1ynNW2K48RN2LwCG5V-9V7q41JglgVv1w1J9dVRZMVnxSHY8ygsnrW3CWtv84fsJQxW1Ct41J75HCfdW81VNwY5ShtykVFL_3b5jwHH6W7sx2Js3rnmVQVj7ZV91Vb9gmf77k3sx04 )

AGENT

Agentic infrastructure operations begin with accurate, reliable infrastructure data  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3gP0xW7lCdLW6lZ3p7W6WFPMx91ppPvV2-tQM2mYGq_VGsYr15L9qJlN6rfCvVW8X1cW3FbsTY8K9_MyW2BRHwq3m9jZVVwF5DR76P9DvW814Plz7NM6J2W92n5fG7wn28fN3NMjxd3yMDjW4JnSkY6PwW5yW65Sf4V5JxsbQN786BTfN7w95W7DfFKx9lSrg9W8szv0p6PhbmsW3W1ZBh6X3rr3W6Ppx7y7Hhk3FW8dBm4j8jlX0VV-RjpT26yC7lW8NXZsq5JqN5NW4LBVL-7344Z3W2qp15_7syG9tW6r033h2T5g58W8vg4-v7c7b-cf5K4qHW04 )

AI agents promise automated infrastructure, but siloed data risks outages. Discover how NetBox Labs' infrastructure intelligence provides vital guardrails.

Read the article  (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VWMvyb1KnGDbW94MKqd30s_HHVXkGBG5RfPqkN44_Dbq3gP0xW7lCdLW6lZ3p7W6WFPMx91ppPvV2-tQM2mYGq_VGsYr15L9qJlN6rfCvVW8X1cW3FbsTY8K9_MyW2BRHwq3m9jZVVwF5DR76P9DvW814Plz7NM6J2W92n5fG7wn28fN3NMjxd3yMDjW4JnSkY6PwW5yW65Sf4V5JxsbQN786BTfN7w95W7DfFKx9lSrg9W8szv0p6PhbmsW3W1ZBh6X3rr3W6Ppx7y7Hhk3FW8dBm4j8jlX0VV-RjpT26yC7lW8NXZsq5JqN5NW4LBVL-7344Z3W2qp15_7syG9tW6r033h2T5g58W8vg4-v7c7b-cf5K4qHW04 )

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!

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