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From: newsletters@...
To: [email protected]
Date: Sat, 08 Aug 2026 13:08:35 GMT
Subject: Shipping without review, and forcing a platform rethink
To: [email protected]
Date: Sat, 08 Aug 2026 13:08:35 GMT
Subject: Shipping without review, and forcing a platform rethink
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<div style="font-size:15px;font-weight:800;letter-spacing:.3em;text-transform:uppercase;color:rgba(255,255,255,0.9);">Weekly Update | Issue 532</div>
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<div style="font-size:13px;font-weight:600;color:#48607A;letter-spacing:.05em;margin-bottom:12px;">Together with</div>
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<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:20px 18px 10px 20px"><div id="hs_cos_wrapper_module_17757509021117" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17757509021117_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="font-size:20px; line-height:191%"><span style="color: #48607a; font-family: Merriweather, Georgia, sans-serif;"><strong><span style="font-size: 19px;">TNS essential reads</span><br></strong></span></p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17782590667751" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17782590667751_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-weight: normal;"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3hCZYW7lCdLW6lZ3pXW4wxKPX4RsQy0W98kgvv59JbY0V5CK4H3n7myFW4glTp7407YM_W2twFVx7HVKz_W4Kw7Sy3Mh6RfW1vx_176JzLDNW4nlrg35LSsHGW41BgCH3sp0XvW3wBlKm3b4Zw3W22gHrL54sxFxW1yszvz3QynL5W85rPJ36nJz4HW6vJrz31Bk-nyW4JMCXF8DVK93W1zjnXf68VxYjW4wnJGp6d-sLHW2_KGpk6s1bwpW1v-nMV1Vv6kqW3_dSZ-33mbfcW1HyfJL22v1ywW9fp3pv4dGX-7N2c_slmbDsm8W6LVL9x4JY87Mf1lchpT04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="NE6/XJG3" target="_blank">AI-generated software is forcing yet another platform rethink</a><br></span></span>AI-written code is outpacing security controls, pushing platform teams toward AI bills of materials, runtime shields and faster, patchable platforms today.</p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17612508227092" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17612508227092_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3hCZYW7lCdLW6lZ3msW8n-YJg54_QBJW6G6vW45_t53lW2jn-MM4nxxnQW6SFrcz6D_p-4W7Lfbyh5JT0q5W4stJtx5C7cGgVgZZfg8_DjGnV265444yjC23W5X0w5q5QyY8bW4NHwX67x8qHHN15X5ynPwpHTW7mNh_964Zg-HW7q6hF92PwFmnW2xsKKX2kSxX7W1tTCGD41TW0bW6l2ZvT8Z_lNwW96mTqM8cgr1FW7s1C2q6DMB1cW1qv73Z4xlXljVCzNxT45dwxmW5BbLCM5jcFTHW6QLFGd68T7K_W2vLZf8389TlZW2MPRtQ7J6jL-f11dWqd04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="ymqtT9fb" target="_blank">Shipping code without human verification</a><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3hCZYW7lCdLW6lZ3l_V5vbGS6MJ2whN6RSGHpQhb48W2xrRFl6886JDW7-6p7F5MqfYtVTZtC38y64S6W52wwqb4m-dW2W5dp3lL9dC0G-W76RXSf5wgTsHN7sLtsQ_YDBsW3gKP4g2ZTFqfW8fbgQ24xZMZvW1vVl8x6BmbnRW68B3sz8Cgz8vW5q71w68d74zFW5x_KQC32VG5hN4Dwz09KQjKhW3053_W2WM_T_W3G3VJB1QMCzZW6_42MN2KPKfmW3Ycl8H6kXyQTN4jSR07Qqfm3W2qXKFF6yRs56W8Clqkx86V10HVFmWRP3NycH9f8GTMr604" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="KoSefAtM" target="_blank"><br></a></span>Discover how automated verification allows engineering teams to safely ship AI-generated code without human review bottlenecks.</p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17855147925281" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17855147925281_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-weight: normal;"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3hCZYW7lCdLW6lZ3n1W5fp1Zb4Dk082W6WZxLf4Wc_ZYW48ZXNN4XR3qVW7Xvzf48FVP5wW693bKn7X4RX0N36bBcQkPl0FW2DtvHn4mjJdtW1d0HGh8Jl2FrW5fMQ5n7p3pQQN6W03Pncp1z_W3d6nTW3L-DVjW8VV7xz72fgGQW67Vgmx8-rX8yW489TqZ6H5sRWW67b41J7hqt8XW8gttkp7xSzVqW1H0Q5s9h6ykGW8DMnNL1J10DHW2v7QLr1KbgZhW93pm-f46xjLFW6zH30p1tN0z3W7d_qhz8_6JKqW29ptWT5mPkgTW64sTtC6FS8VZf7ntzgx04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="4mAUPo1C" target="_blank">Designing APIs for agents</a><br></span></span>Learn how Webflow redesigned its APIs for AI agents, moving from endpoint wrapping to intent-driven Model Context Protocol design.</p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17806922410802" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17806922410802_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3hCZYW7lCdLW6lZ3pPVMJH1x8gN2bKW3PTx8T57DPknW6Fqyhy8ykCwsW1p7Wn9981GZvW3HClDy5H0h0gW7Pms-F8QNnDHN49YhW6C1pnwW2vmwzz4D3qGQW54XPY03lfD-KW28S3zX6Sl3y4W9kl38v35_QRtW37vFkC8pyQgRW2sHSHm3CjgVmN84ZML35C9_2W7XPvNh54cTzlW5-1gf13XnhqzN10KLS6GdwCvW3VJYhj24RG-dV9bRDF7ysd_RVfZT_X4Ts9GbW9bk93p3mnw7GW4zXV5X5gFNjmVpH96g3YwcFSW8cb_PW97XZG5f2-NTsC04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="7+7RSZl7" target="_blank">The 24-hour experiment that helped Anthropic find its identity</a><br></span>Anthropic's head of product explains why eval suites replaced PRDs, how coding became a strategic priority, and what small teams can unlock at the AI frontier.</p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17842314004901" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17842314004901_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBC3hCZYW7Y8-PT6lZ3l6W8_pcZC61-73qN3kzdlMSXCq8W2Jf1m16pWn0xW8nWz-b53kpflW8nYx_F92j5FnVzn8Db8g-kK4W8rT6Sd5m0nLkW9bgX-f5Fg2GMW6NckK46p7438W1Xy-Pj2QTnMdW4ddhKr2C2X0sN1wYmCSlcRwlW4JStHr4dqHDWW8lk6Yr10NDjLW1bDQc16YYlrcW2dDxc98tml87W1dcPnq8j-8WvW4yNQBQ71-dh1W8GvV2Q2cD1-2W8xkPh150_1D0W23P7Kp5ph7bsW14J0Cz4bkZTjW2mJSxR7VwbrgW1dsydJ8J36NjW6NxRG21C9MqBW69JSBX4LsHbpf4N3yz004" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="rA8KjZLb" target="_blank">Modus’s operandi: To give AI agents just the right amount of context<br></a></span>Modus has emerged from stealth with $10 million to build a context warehouse that gives AI agents only the enterprise information they need.</p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:5px 20px 10px"><div id="hs_cos_wrapper_module_17855148364602" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17855148364602_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:125%; font-weight:normal"><span style="font-size: 18px;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3hCZYW7lCdLW6lZ3lWW8tJ9498byyc_W8lSm6y4w2N5CW1762Yp7c2s68W33yg1h2x-k5pVwq45j5hZfMqW2mm7LH5nd3mGW4wMvYk8qgCmDW5gzxVd6Jn_-1W2wJRSg9dQBR4W2nd_228N_pFyW7smqwk3qKHL0W3MBCxC6DlfPzW4LYcNp4SC1rvW1vSwvQ6y0TK5N8ZZP2yFtF6tW7WVk5S1fQpqqVWvcQy3JL4VKW7ZTgvr28fkxcMxD0-0k5fsqVxcjqH7Gwt8qN6BwbGDT1kDLW7gtLyz2Fqqt2W2RS4kn2m5LFGW8J2RdG3kQNFZf6MCbtl04" rel="noopener" style="color:#00aff4" data-hs-link-id="0" data-hs-link-id-v2="PCAHFQlc" target="_blank">Mate Security bets a context-first AI architecture can reinvent the SOC as it lands $35M Series A </a></span><br>Mate Security’s Security Context Graph gives AI agents richer enterprise context as the startup raises $35M to challenge copilot-led security operations in the SOC.</p></div></div></td></tr></tbody></table>
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<table width="100%" cellpadding="0" cellspacing="0" border="0"><tbody><tr><td style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; background:#fff; padding:28px 28px 24px">
<p style="margin:0 0 16px;font-size:13px;font-weight:700;letter-spacing:2.5px;color:#9ca3af;text-transform:uppercase;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;">From our partner, Tiger Data</p>
<table width="100%" cellpadding="0" cellspacing="0" border="0" style="margin-bottom:20px;"><tbody><tr><td align="center" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03qgz0W6N1vHY6lZ3nkW7Zl7Fs6J_tHsW816r9P515HscV83b1J8JNknTW6bk4SD1bH0n2W47WR6p7XRqCWW77Mg3j7w3R0vW4lhwZh3lq_zfN7PmLsMxjbS-W8ddglM21VBCTMgcswRh8rcMW1GK5N28CBvtvW5Jmtyq157xZ-W6_0LBl5pxng3W5sZx9C7HL0-8W4L2ttp2_vX5tW6G1QLJ815H__W8yFYKs26TbCwW3jKd_y3RLC9sW3c2Kv38L_grxW2d0rFM5DKGNRW65X9Z4231c5PW3DH0Dm9kxSz2f6rnMTx04" target="_blank" style="color:#00a4bd; display:inline-block; line-height:0" data-hs-link-id="1" data-hs-link-id-v2="NFysepeM"><img src="https://info.thenewstack.io/hs-fs/hubfs/production%20postgres-600x300.png?width=1168&upscale=true&name=production%20postgres-600x300.png" alt="roadmap teams" width="584" style="outline:none; text-decoration:none; border:none; display:block; border-radius:8px; max-width:100%"></a></td></tr></tbody></table>
<h3 style="margin:0 0 12px; font-size:20px; font-weight:700; color:#48607a; font-family:'Merriweather',Georgia,serif; line-height:1.3">Postgres for time-series workloads at any scale</h3>
<div style="font-size:15px;color:#48607a;line-height:1.7;font-family:'Merriweather',Georgia,serif;margin-bottom:8px;"><p>Every growing Postgres database eventually slows down. Tiger Data extends Postgres to keep time-series workloads fast with:</p></div>
<div style="font-size:15px;color:#48607a;line-height:1.7;font-family:'Merriweather',Georgia,serif;margin-bottom:20px;"><ul>
<li>
<p>Native time-series primitives</p>
</li>
<li>
<p>Automatic partitioning + columnar storage</p>
</li>
<li>No pipelines, migrations, or second database</li>
</ul></div>
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<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:0px 20px"><div id="hs_cos_wrapper_module_17818082872363" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17818082872363_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="line-height:175%">Agentic coding tools are shipping more code than any human can fully understand, and when something breaks, your SREs are stuck debugging systems they didn't build. Sam Farid and Nate Heinrich of Chronosphere spoke to <em>The New Stack </em>about why the fix isn't buying an AI SRE off the shelf; it's building your own first, and why even a company that sells AI SRE products is telling you to try the DIY route before theirs.</p></div></div></td></tr></tbody></table>
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<div style="font-size:15px;font-weight:600;color:#1a1a2e;line-height:1.4;margin-bottom:4px;">Still managing separate access tools for humans, pipelines, and AI agents?</div>
<div style="font-size:13px;color:#6b7280;line-height:1.5;margin-bottom:10px;">Most access tools were built for humans, not for CI/CD jobs, service accounts, or AI agents making tool calls across your infrastructure. That mismatch is forcing teams to stitch together separate systems for every type of identity. See what a single, unified access architecture actually looks like today, without adding IT overhead or slowing your engineering teams down.</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBz65g8t6W50kH_H6lZ3kYN8VypSB_h2k-VjG3w46QL1fJW65KdFm4hXw5GN3XNRSyYGmlZW61Tyzy7wq7fxW8BgKwC9jVR4PW4d31HB2v1VLXW2lYvqG7D8rZ2W8BVjfR7BYXxtVRkWWr54r6qwN7B280xl_xk9N64VNrfSLtpsW803wg-4RvYByMbMzDF68mkPN7d5KbQRyQDhW81VBxp6_KcDGW63nsxL7QLsynW8ZHnVs4zqt3KVtYyq_18P-dSVFbtyd7M2GzQW4qHjTJ6z90H8W8YkWQM3M1d-PW2PWxHf7jk7gXW1M8SBP5vG_jXW8d6vqR16kLP7W3cHzPf35HTRfW8F4Yxm6Qk1fWW3YHqr-4Np57sW23sttP3G0_Y8W1mx-_B3qYGkmW8cGLM_4Vb5c_W7rpXts4mdG1tf3s1HQK04" target="_blank" style="font-size:13px; font-weight:600; color:#00AFF4; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="P5WLtJr+">Watch the replay →</a>
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<div style="font-size:11px;font-weight:700;color:#00AFF4;text-transform:uppercase;letter-spacing:1px;margin-bottom:4px;">Virtual</div>
<div style="font-size:15px;font-weight:600;color:#1a1a2e;line-height:1.4;margin-bottom:4px;">OpenSearch vs. the black box: one open-source stack for traditional observability and AI agent evaluation</div>
<div style="font-size:13px;color:#6b7280;line-height:1.5;margin-bottom:10px;">Logs, metrics, and traces work great — until an AI agent starts hallucinating, overconsuming, or making tool calls you didn’t anticipate. Learn how to monitor traditional services and evaluate AI agent behavior in production using one open-source stack built on OpenSearch and OpenTelemetry.</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB05g8t6W6N1X8z6lZ3ljW4zZbC_69ry3VW92S9QF1BNsdCW5-f-L94tMJJbN6vr7SMrQtzyW2mzFyr587NxvMrGMRJ_q3vWW6KBn6248JZjkW5dYkYW6f_lymW3P-Vs32m73cjW1QJ1WW2YH5WcW2K7PJy1lgKZ4VjSprf5pRZP6W81-SS92CsgXgW59lTcd198jCLVZsNmv9j4SQRW4P25Xc3tVQYrW73YNdy7PksHnW5x-kwG3pc-q4W4NL9sM2rkJzRW8179XR4QPjHpW7z7Zmt6-YF92N67pDwYL6sF2W8g4tX73W4TRDW4c4p_z6fzqj3MMCs-n8gR_2W6jLl2S2jRdQlW8FN98Y2YNvh3W5XS66P4Nqw8LW778fTC7Xf_HBW4cmwNR1R9YBbW5bDXDh5sK2zBW3cQ7wB2BWCRnV8cTGP8g1c_hW2zb6xw5srZW2W6pHv7s4lLcLdW8wZQgz5dLR-vN78F99krqsPSW29ljPh6qq_xTf4DB4JP04" target="_blank" style="font-size:13px; font-weight:600; color:#00AFF4; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="RFPCHj78">Watch on-demand →</a>
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<div style="font-size:15px;font-weight:600;color:#1a1a2e;line-height:1.4;margin-bottom:4px;">Log everything, alert smarter: A SecOps framework for AI-driven detection</div>
<div style="font-size:13px;color:#6b7280;line-height:1.5;margin-bottom:10px;">SecOps teams are stuck in an alert-fatigue loop: more rules generate more alerts, more alerts overwhelm analysts, and overwhelmed analysts miss what actually matters. Catch the replay for a practical framework to fix your signal-to-noise problem.</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBW3hCZYW8wLKSR6lZ3pBW7fdwcf7XTvcNW36M7Dk94zgQBVjzqht7Bz0_VW5zrs4g8vhnN8W32gNTZ5-wBdTW6mX0_p8_YfJFW1gpjrY6HZmM4W1fSLXn5c9pvSW2YHq9T8bPzRMW56FStG2Zr_bSW66c1pz409yrYW2Vx5gM5ld4S2W78--606VSzWYW9bPWp67wrFZLW3hfjCd2vTL4BV4mR4j9cyHwYW9cJzDV9j6X3wW2FmnnV58Bq5cW5f8WPK2X2BQ1W2DVFbC8Wr28_W4T4RJR1-c4QfW72WP7y3BPYhVW2cW_8p2sflbFN6SQPqVVsC1MVPDNrl2DXp42W2Tx7_g3SJRCMW1Y7kwd459YCTW65bxsK4nGb2Jf7WNmKs04" target="_blank" style="font-size:13px; font-weight:600; color:#00AFF4; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="053oB4Vm">Catch the replay →</a>
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<span style="display:block;font-size:10px;font-weight:700;text-transform:uppercase;letter-spacing:1px;color:rgba(255,255,255,0.85);line-height:1;margin-bottom:3px;">Sep</span>
<span style="display:block;font-size:24px;font-weight:700;color:#fff;line-height:1;">23</span>
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<div style="font-size:11px;font-weight:700;color:#00AFF4;text-transform:uppercase;letter-spacing:1px;margin-bottom:4px;">San Jose, CA</div>
<div style="font-size:15px;font-weight:600;color:#1a1a2e;line-height:1.4;margin-bottom:4px;">WeAreDevelopers World Congress North America</div>
<div style="font-size:13px;color:#6b7280;line-height:1.5;margin-bottom:10px;">WeAreDevelopers brings the world’s largest developer event to North America, fostering global growth and connection in the tech sector. Join The New Stack in San Jose for all the action as we host a special welcome reception, cover the biggest show moments, and film interviews on the show floor at our booth. We look forward to seeing you there! Use this exclusive code to save 10% on your registration: thenewstack_community</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBCb3hCZYW95jsWP6lZ3plW6TwJH11S7dcyN5YvBfZTbNlFW6q3wx56Cmx0LMJl2vPw2hqTW3pckd04hGK4FW5Sn6Ny3qn4f2W8R12sx1VdCjzW4Q-9X84DfY-xW5zxwKl7txd53W2CP2tJ2qNJNbW7xJrsV4mQJMpW93QgFL3j5v3cVm7W-j106btsW8f1dng1fSTt7W12KFGJ4c1yyKN5_lmh65lkxRN40FSWsTm6ldW1BSyHj8TWPhsW5hW2CH7vZ1PWW1wVHnf4DQGGqW6sntMV4yYGq6N1rMWCvjfH1CN2YnN1zvMZLhW6CVg5k5MJbT9W3CV_5N5Qbq9PW1yjGNr4R6wCsW3y-76d3rwHBCW3YHpGD1GJByCW4cGCKf3HdyjdW3yq9b21TTWg7f8zTd0C04" target="_blank" style="font-size:13px; font-weight:600; color:#00AFF4; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Xl+yh6O+">Register with The New Stack →</a>
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<p style="margin:0 0 16px;font-size:13px;font-weight:700;letter-spacing:2.5px;color:#9ca3af;text-transform:uppercase;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;">From our sister site, roadmap.sh</p>
<table width="100%" cellpadding="0" cellspacing="0" border="0" style="margin-bottom:20px;"><tbody><tr><td align="center" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03hCZYW6N1vHY6lZ3l6N4Tpg11GHXBKW1sBJ7r26NnxxW1SpGLm5Bv4CnW6j3DDr3zzqcHW5lk2FJ89shhgW8gmKFd7zr3YxW4Q8f433wl5TlW3csPGx4lx7DsW3_9Y5S2bCWS2W2-Qf2Z5S3kcBW1KK1Jd1S5526W3XP3J280YbrFW6y4zmg4fBHQ3W6VH6t738d_dYW1_gFpR7mby40W2N_pln5dsr5MW3TtLMy2zVHqKW72q56P7rLY26N7bDbxGDVGSRW1zbj5S4qBWv6W6w6_mw782FgzW4gq8pR6c7ZL0dNv-qd04" target="_blank" style="color:#00a4bd; display:inline-block; line-height:0" data-hs-link-id="0" data-hs-link-id-v2="6Yit7Es+"><img src="https://info.thenewstack.io/hs-fs/hubfs/Screenshot%202026-07-09%20at%206.45.12%20PM.png?width=1168&upscale=true&name=Screenshot%202026-07-09%20at%206.45.12%20PM.png" alt="TNS eBook" width="584" style="outline:none; text-decoration:none; border:none; display:block; border-radius:8px; max-width:100%"></a></td></tr></tbody></table>
<h3 style="margin:0 0 12px; font-size:20px; font-weight:700; color:#48607a; font-family:'Merriweather',Georgia,serif; line-height:1.3">Tutorials get you started. Lesson Packs get you somewhere.</h3>
<div style="font-size:15px;color:#48607a;line-height:1.7;font-family:'Merriweather',Georgia,serif;margin-bottom:8px;"><p>roadmap.sh's Lesson Packs pair short, visual lessons with real hands-on projects and an AI tutor that's actually there when you get stuck. No more piecing together scattered docs and half-finished tutorials.</p></div>
<div style="font-size:15px;color:#48607a;line-height:1.7;font-family:'Merriweather',Georgia,serif;margin-bottom:20px;"><ul>
<li>Build a working CLI app from scratch, not just read about one.</li>
<li>Understand why the CSS cascade behaves the way it does.</li>
<li>Learn the internet fundamentals most devs pick up by accident.</li>
</ul></div>
<table width="100%" cellpadding="0" cellspacing="0" border="0"><tbody><tr><td align="center" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03hCZYW6N1vHY6lZ3lnW3Sq7k87CqW62W2kD-B55ZKwCXLBZ5KBDr1sW2yC9vx3xx_CnVBTMDS8Jym25W40Gp664V-TlVVdmXqz3n-0wrW4_FJS542vytFW3n9nxN5b6C2MW3rP3B57h7LwqN3bZKzC6HJnhW7K9WLp67bYx0W2H2h0v3R4Hp_N5qGkTfSXGhtW4hrWXd7_SQRRW68JNcV7S0vsjN2FqjJC5nqmkW7nq6sN8XfVG_N4WYpBHGh_N1W7XH6GG4f6grpW57RG6X1gG6mVW3xYpCN7gPR98f6cWSVl04" target="_blank" style="display:inline-block; background:#00AFF4; color:#ffffff; font-size:18px; font-weight:700; padding:14px 32px; border-radius:6px; text-decoration:none; font-family:'Merriweather',Georgia,serif" data-hs-link-id="1" data-hs-link-id-v2="MFa/WW5M">Browse all the packs</a></td></tr></tbody></table>
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<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:10px 18px 5px 20px"><div id="hs_cos_wrapper_module_17781980589041" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17781980589041_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="font-size:20px; line-height:191%"><strong>TNS quote of the week</strong></p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:10px 20px 20px"><div id="hs_cos_wrapper_module-2-0-0" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module-2-0-0_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="text-align:left; font-weight:normal; font-size:16px; line-height:150%" align="left"><span style="font-family: Merriweather, Georgia, sans-serif; color: #ff3287;">"Sending routine work to a smaller [AI] model is the obvious next step that most enterprises still fail to take."</span></p></div></div></td></tr></tbody></table>
<table role="presentation" cellpadding="0" cellspacing="0" width="100%" class="" style=""><tbody><tr><td class="hs_padded" style="font-family:Merriweather, Georgia, sans-serif; font-size:15px; color:#48607a; word-break:break-word; padding:0px 20px"><div id="hs_cos_wrapper_module_17460542166404" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div id="hs_cos_wrapper_module_17460542166404_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="color: inherit; font-size: inherit; line-height: inherit;" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><p style="text-align:left; font-weight:normal; font-size:16px; line-height:150%" align="left">— Enterprise AI architect and founder of Besk Tech, Vladimir Beskorovainyi</p>
<p style="text-align:left; font-weight:normal; font-size:16px; line-height:150%" align="left"> </p>
<p style="text-align:left; font-weight:normal; font-size:16px; line-height:150%" align="left"><span style="font-family: Merriweather, Georgia, sans-serif; color: #ff3287;"><span style="color: #00aff4;"><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBC3hCZYW7Y8-PT6lZ3ngW5pXCLs42RLnBVgPJSh1Q41h-N5LCsZtpGPSBW6wx8418WGrK1N7l5dLylrLh8W18K9BN15k2TpW6bJLqb1k1klPW3yN7wy20bHRrW99wxGg3FBGXVW8RLM6G4QhhznW6bGKh22lJCc3W8ZnL5485kyJKVW6dzC2jWMZFW3v98rz3qQktLW28MSNJ3M4x-SW37MXLr6zngsDVrZLHh5HjYs6W7VhQNJ4GjPgJW5yqy_n7n-45cW8s6Tlv79fcTsW4dZ2g676n4hZW23_06N3P6JprVRTzKq1DjBSHW6CLjR91-_pS4Vpvmg-1m9lw6W6kH0nf92TV9bf7qXsPR04" style="color:#00aff4; font-weight:bold" rel="noopener" data-hs-link-id="0" data-hs-link-id-v2="1KNGIPCL" target="_blank">Read more →</a></span><br></span></p></div></div></td></tr></tbody></table>
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Plus: Anthropic's head of product on why eval suites replaced PRDs entirely.
View in browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj5m_5PW7lCGcx6lZ3lkVs0Pw_31cJ6qW4Q8P1r5jWnsMW7NTPPh9hblz_W4qZJW31BhjVMN8RTD6vhlYz0W5gnp_v9hqVn-N782GcQKtHYWW1pbKnw3md8BPW8YXj1B2DwjQfW4nZY337Xbh-cN6cv5yFCWl2rW8RJbr789PFqnW2BsY8J7fd8wdW8Vg6F38zfDhjW4h5J1Z7PmXQ9V58qNH8ZVcf1W32vByS2SDPFTW195PyZ8SbQ07W1yMKwx6_6Xc6W7-Q3lr5BQxn1N18VyB9YtGTNW7wBDfS4v5dYGVzYBkt247l5JVGH4wf5nQTC6MH_TyHbmn7nW3JNJKn7x19TfN8hpypbwmrYfW7Mtx5X6kNYczW79S8kh5HxT2hW1pC_sp53Yl9BW4qL8NV3tPmKDW2ls19Y8FBXlhW7_ssBl5M6-DPW6_d-x74qRdy0W8kLDRS6g7LrPW25X_Y57QT8TzW37DWrN4Lg4KKW5ybJPr2-CZDGVP1JCv7c3d4-W7ksPc94nMLXmf4CXZVl04 )
The New Stack (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBzK3gP0xW69sMD-6lZ3lkW2JTx3n5H8c3LW21vJ903gl7x0N5nbDHk56nYjW2VNyCM5mT_QDW9d1Y7f1HTTlSW59Fj-m4-_KLlW7FKB2v2GyLYyW8dCMWS2_Y9L1W6Ybn7d3Nhk3rN6vL5m34lWgRW1NyWCd1SNZW_W1DZ83F2G2cCFW4PJXgR5-s0d-W8NYy2Z4vsbHRW7GnTMk4MZYq2Vd20q03F8N8jW6sq18g5Lby1TW6rvbcH6ZZLrtW5-rfVQ6w7_KYW3NXZ6x5t4C5Qf94s92W04 )
Weekly Update | Issue 532
Together with
Tiger Data Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03prCCW6N1vHY6lZ3nkW6QtNs_8Rc283W1mGNl7181jdrW49LLHP7fLDMzW4HpVq13p8w_rW312zft6sxVx6W46PY277n8BRKVQv6Ky10QZQ9W2rDms41qMqWWW8mGF8B2kpr38W6Kr6Qr792fKyW5B-g733gRwjDW8b1PYX7Sb2BQN95zG334BQzqW639y7G5p4XzkW2nzVJ09dy-_cW1xPDX56d0brHM1YDVSZkQ2PW6S8Ccy6Pg7DnW6zsvKD74L6dCW5DVrMt5LDFw8VHfHJb2w8Qv9W1PLQtZ9lF527f5hR34d04 )
TNS essential reads
AI-generated software is forcing yet another platform rethink (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03gP0xW6N1vHY6lZ3pYW2nWtyh3dHcQQVWKNYX68dlDNW4CQzBv73y_JRW1kC--191S6mTW1wY7LF97m5mqW4GMd1s3ppSp1Vn4yd33Zqg-dW56GHh08z6_t7W1LGhWP3P2c7GN3Dr9GMFF39fN9ftt1hq1_BsW9jc5D11HXNmNW7_xYJS10-gPCW722L3k7G7rK7VrvG7X25WFCsW2Y7nJZ8L2n8TVc-BWL92bcKbVwNWp63ZpqZ_W2dnQcg6z0xwKW669bQ88808CMW7Zfbph52DqslW2XYhLP1rq5d1f7nKHGz04 )
AI-written code is outpacing security controls, pushing platform teams toward AI bills of materials, runtime shields and faster, patchable platforms today.
Shipping code without human verification (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3gP0xW7lCdLW6lZ3lhW3kHQZK2vM8GdW5w27pZ2q7rL8W7lL_Q21pPstcW7-qqdt7fZt8rW7CxFwc4GvDlGW4Zjz3c6Q7937VYYFDD6jgyrgW84KGHY8YzvM_W8XCLQJ26FZhwVDNVcT700VQ0W6FxY2C8nsTX5W7CQzkw2KvHd2W61sDzm1BGmHsW5dBf8182WNl4W2l6sJv4vDD8LW2XdrBx57kprxVx4N6y5b1tm0W4Mbppy7ZFrz-VWL2_N6-JNvhW7G4Xvj6HylnTW7qgvNv4bDVMmW56BqCk8PpV-1W3d6KSr4ZzRBxW2TwPzz67JzJvf2q9vJl04 )
Discover how automated verification allows engineering teams to safely ship AI-generated code without human review bottlenecks.
Designing APIs for agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03gP0xW6N1vHY6lZ3lrW12CGN92bjwXyW3tdLM495tglTN6vyPXzz6HdNW4P6TF13R4zXRW6cxvkr3YwWjGW8HW2Kw53svSlW3SFGkm40nMcvW7K0pyl53CGXRW1M4cb91JTq7fN52DMXL4LTY8W6_PZkq8nq6H-W75D1Jh238FRPW3JWnsw4PHGQGW7ZX1qS52QvqbW99h5N45lYzXnW2MN1NQ298qhBW1P3pxr6ctgwCMBHwG5fzzGzN26rdSLxB4CwVF02Sn3DRL8CW7h8yKj2F6-j7W8bpfsz94PMR5f8zGK-804 )
Learn how Webflow redesigned its APIs for AI agents, moving from endpoint wrapping to intent-driven Model Context Protocol design.
The 24-hour experiment that helped Anthropic find its identity (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3gP0xW7lCdLW6lZ3p3W67c8wq8FbZQRVxTXX8981hQBVKq5Zh3gmGbSW4-xSYP4Gg868VWZxjP32KXL0W8Q8qt43CRQmKW802x113t_PgyW8NgTHZ23_PHPN8gVGDYP-yKqW89N0kH5031lDW4-1_924kYqjHN8r6B9RPTM4jW1bGBFC2hdNHYW3LG76y3B-T-LW24x2N22l0mjfW36kK9D4rfdzLW1spBgt4VMgMpW2chskl4yhkxWW5vJmLc3R05h-V8nx2j4crtxdW5Yw4z02ZWCbQW282dxc2b9XDhW2FxtzR2LN0BxW1jhw6q2J49_Xf8Q-P-j04 )
Anthropic's head of product explains why eval suites replaced PRDs, how coding became a strategic priority, and what small teams can unlock at the AI frontier.
Modus’s operandi: To give AI agents just the right amount of context
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3gP0xW7lCdLW6lZ3kRW9f9Vhh6vdn2hW2mM8Y-6hHksRW7Cys2H3S2n2qW5lnP6H62DfsjW42Jw7-5-XcKhW6MQ10q4K25DgW508Mvh2ms9QCVncpR263dTC3W7r1dGs3FmRF0W76tQgs3vDDCpW5hJYVm2SX4_SW8sm3824LvWt6W38jRgM5YzXrzV86cy16Xvn-RW7LrSnQ3vJWkmW3r3NjH59PX7nW15DcGD3PwT2ZW1pGycd2fm7DXW3PgF_33RDZ6hW29L8qm4m_sPdVb5tZr1cVpmDW3Shw4Q782cHvW1ws_kd8C4-VrW3kDXXw88cbN2f9lXF2-04 ) Modus has emerged from stealth with $10 million to build a context warehouse that gives AI agents only the enterprise information they need.
Mate Security bets a context-first AI architecture can reinvent the SOC as it lands $35M Series A (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03gP0xW6N1vHY6lZ3psW81-WTC5XtLd0W8skxrY7_zVk3W8M6v604DPfNsW5wb87k7yS2LkN8Ktlj-d3-mBW2kJy9N68CNYvW72c_pX8k51tWW75FFFx76Yrp0N1m0pG6JKl8zW3qn5Kg5z8KmCW435jT18vYCM0N6YBxWb_CxLLW2LPrYq1kyqhPW2YMZ096w3DkLW6XvTsr7Zr-xqW2TZB9s76MB8PW4NFhps406QMTN9hy3l5T9dfdW38jfQy52H_LZW7cSBC94VTJqZW8ZZ-7C2BvzgcW15RwLZ5VvzLHf8yRxy204 )
Mate Security’s Security Context Graph gives AI agents richer enterprise context as the startup raises $35M to challenge copilot-led security operations in the SOC.
From our partner, Tiger Data
roadmap teams (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03prCCW6N1vHY6lZ3nkW6QtNs_8Rc283W1mGNl7181jdrW49LLHP7fLDMzW4HpVq13p8w_rW312zft6sxVx6W46PY277n8BRKVQv6Ky10QZQ9W2rDms41qMqWWW8mGF8B2kpr38W6Kr6Qr792fKyW5B-g733gRwjDW8b1PYX7Sb2BQN95zG334BQzqW639y7G5p4XzkW2nzVJ09dy-_cW1xPDX56d0brHM1YDVSZkQ2PW6S8Ccy6Pg7DnW6zsvKD74L6dCW5DVrMt5LDFw8VHfHJb2w8Qv9W1PLQtZ9lF527f5hR34d04 )
Postgres for time-series workloads at any scale
Every growing Postgres database eventually slows down. Tiger Data extends Postgres to keep time-series workloads fast with:
-
Native time-series primitives
-
Automatic partitioning + columnar storage
- No pipelines, migrations, or second database
Start building for free (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03prCCW6N1vHY6lZ3nkW6QtNs_8Rc283W1mGNl7181jdrW49LLHP7fLDMzW4HpVq13p8w_rW312zft6sxVx6W46PY277n8BRKVQv6Ky10QZQ9W2rDms41qMqWWW8mGF8B2kpr38W6Kr6Qr792fKyW5B-g733gRwjDW8b1PYX7Sb2BQN95zG334BQzqW639y7G5p4XzkW2nzVJ09dy-_cW1xPDX56d0brHM1YDVSZkQ2PW6S8Ccy6Pg7DnW6zsvKD74L6dCW5DVrMt5LDFw8VHfHJb2w8Qv9W1PLQtZ9lF527f5hR34d04 )
TNS Podcast (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03gP0xW6N1vHY6lZ3myW8_mnbL3fJHBHVsLNp47zHhGgN67HCx2VNLP3W88yN4J1wvBhKW7lNh7y7WsqyJW4Yjv264xhms7VTtWvQ7k5x5qW74YfBg3__vQ9W61MRDW4c2C_kW4pvNC214Nd-lW55Cqv-7TJtrJW6b0mm8774V2jW3_2ZPw5DFzLFW4xyfp-3SPCsyN99k1BJzHBHpVnsdcX4bxZS4W1P25Pw1WKP73W5fl-YQ6wmKlwW6zdD7t5hxg_1W3s3qlx82t7k-W6-54Tl3-hGHTW1GlMRz3TTPJNf2V17Gv04 )
Why your company should (try to) build its own AI SRE
Agentic coding tools are shipping more code than any human can fully understand, and when something breaks, your SREs are stuck debugging systems they didn't build. Sam Farid and Nate Heinrich of Chronosphere spoke to The New Stack about why the fix isn't buying an AI SRE off the shelf; it's building your own first, and why even a company that sells AI SRE products is telling you to try the DIY route before theirs.
Watch the episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03gP0xW6N1vHY6lZ3myW8_mnbL3fJHBHVsLNp47zHhGgN67HCx2VNLP3W88yN4J1wvBhKW7lNh7y7WsqyJW4Yjv264xhms7VTtWvQ7k5x5qW74YfBg3__vQ9W61MRDW4c2C_kW4pvNC214Nd-lW55Cqv-7TJtrJW6b0mm8774V2jW3_2ZPw5DFzLFW4xyfp-3SPCsyN99k1BJzHBHpVnsdcX4bxZS4W1P25Pw1WKP73W5fl-YQ6wmKlwW6zdD7t5hxg_1W3s3qlx82t7k-W6-54Tl3-hGHTW1GlMRz3TTPJNf2V17Gv04 )
Featured events & webinars
On Demand
Virtual
Still managing separate access tools for humans, pipelines, and AI agents?
Most access tools were built for humans, not for CI/CD jobs, service accounts, or AI agents making tool calls across your infrastructure. That mismatch is forcing teams to stitch together separate systems for every type of identity. See what a single, unified access architecture actually looks like today, without adding IT overhead or slowing your engineering teams down.
Watch the replay → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBCb3gP0xW95jsWP6lZ3lFW8F6dYD4YfYBfN6kYPy2LbfVRVdtkP48Q7lPzW42NX6q2jY1jWW23YshV6hkzRCW9cQPjL64gndkW72tccw4PHHG_V_ZFSF4vvxX4W5xz_Fx5GdzCyVxWJZB3ksfBvVWqtCK4Zz8YCW54HbRV8JjgR0MR4ySHsxbjqW167k7r471wXYW657Y6w8p9GSGW10_g6c69f8t_W1_4JB274r580W8lKRmp4cF8GlV6vJff3SG3bkW5twW9_8RJTDKVHqtBy5TzCV5W4NHBS06CLrdLVCQf_G7BnlRhW67HH3V5d_-cPW9fRMzW3WCXYZW4bwrxZ12GKwLW31g6YV4y7Gk9V1qwVm2z_XyVW83Z8YW6fPPsPVLpC8D2G5F-0f8h2ksR04 )
On Demand
Virtual
OpenSearch vs. the black box: one open-source stack for traditional observability and AI agent evaluation
Logs, metrics, and traces work great — until an AI agent starts hallucinating, overconsuming, or making tool calls you didn’t anticipate. Learn how to monitor traditional services and evaluate AI agent behavior in production using one open-source stack built on OpenSearch and OpenTelemetry.
Watch on-demand → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBzK5fkwKW69t95C6lZ3mvW55_TPT5mFYYTW6g8cCg8VD-v8W41QYlk1LqZtyW2hlCbd6Lpbs0W2cHfyx5xq0QpW3--F9L2W3NJdN5QQvbxyQD7mW97pDhb8qm9vXW2cD8Tb2R_lXNN7tQ6zznSb_VW4cg5n661wLvGW3pyHnL2GHJy6W13t76H5_YhcQW5qtgzc7JLqrtW4tY7Tm7NZWP1W84dQ2c36cj5zW56XXWN6xcR4gN8d5wWCTl6-WW5cBqkL4F4dqnW3vMdTZ2lfq4YW7rH6sc3ZG-ZXW6RPSpC5_V1b0N93dWVWLfN-yW6qNLxB8-6rVPN8jDRc7d3PywW8Z3sXp8w4WY8W1p5X-_4SnlXMW9bG6gm8Yr_xwW3h66Dh8j1f7DW2FWYSP2_xBj1W3rJ5kQ4qV1QLW1V_GDR54642fW30H49y8h5D4WW6ZcmYt8mz-hdW4WXPR06HkkVQW5F3q1_91Y0M2f7gfQv004 )
On Demand
Virtual
Log everything, alert smarter: A SecOps framework for AI-driven detection
SecOps teams are stuck in an alert-fatigue loop: more rules generate more alerts, more alerts overwhelm analysts, and overwhelmed analysts miss what actually matters. Catch the replay for a practical framework to fix your signal-to-noise problem.
Catch the replay → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBC3gP0xW7Y8-PT6lZ3nFW17MxDs7kZgtwW4bzYmT2ghhLJW8tj40q8vpjmfW5ZTz-X3HmtSMW6KR4-H6jz-h9N2PSXL5dxGwdW159HbZ9gPWkCW27hhgS3wtRGPW6LqG6m6GZ4NcN33csH8nV6j-W6y8HqQ3hW4fXW2gcRLr7xVSbhW3mpqfP4hT44fW4741Np4RXnScW9gh0448sS8jFW4WKKx12jNj-1W23Br4P8m5BSwW9jPbHz4R-r4cW77zhsl13S_JLW5GP73j7z7JGhW8J44Jx760vBTW66-GC25-PxJfW6Yj9Bs90D_ZLW85yMnL7-gfKYW7Kzk7D3q7zdZW8VvrnY4fB5_ld9_mgs04 )
Sep
23
San Jose, CA
WeAreDevelopers World Congress North America
WeAreDevelopers brings the world’s largest developer event to North America, fostering global growth and connection in the tech sector. Join The New Stack in San Jose for all the action as we host a special welcome reception, cover the biggest show moments, and film interviews on the show floor at our booth. We look forward to seeing you there! Use this exclusive code to save 10% on your registration: thenewstack_community
Register with The New Stack → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBW3gP0xW8wLKSR6lZ3nXVlx_7k8Hq9_bW4pl_W576BHScW3bCwSW34TMHFW6Q0CC180FWQQW2sW17s4jRnNhW7klqcR1rmVcrW2FT5tk4CshhPW897g177MxGYxW7qYxbC3PylxdMdzQwW7Zbd0W2ZvLVc6PmzqkW7ZC1jr4vvb35W5G3wbH5twQdbVKjWxc2CsyrkN90bVKfhb239W7fwqSs2L8KZVV14VyJ3FHg_KW1BS0SM51CnM2W7JxPYl7hrgJZW73bWtz7MLyj7W4r0kf87K1WvTW2ZZdpf7ljrMmW8NjXX33v_lptN6qr7vrLW8CXW8V4qmp7scRmtW2NrTZm3fvH0rN38xQtcLv577W2td53S82dqkvf23YGNg04 )
From our sister site, roadmap.sh
TNS eBook (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBzK3gP0xW69sMD-6lZ3nPW30gZpw7D3g5zW3ryf4T4fxytxW3VZszQ8BZBLFW4jn3_N95n1T6N1dlBYRc0hlWW5070X75qFc3zN27NwCscHw5wW6Xj3fQ5Sp6PNW4mj1Fd4lBGyBW4YNVwh7wxFm0N1YWkP118WvwW763CCb70wyxhW2L6310645RqSW4ybbcq4_fncjW57wKbr3JzwPgW3PcgMz8BDsD7W7Jf9nL2jLDwqW5GK5tB2nMyr-W2W8d_s8WWjp0W1lSN093VF9kGf3VSz-804 )
Tutorials get you started. Lesson Packs get you somewhere.
roadmap.sh's Lesson Packs pair short, visual lessons with real hands-on projects and an AI tutor that's actually there when you get stuck. No more piecing together scattered docs and half-finished tutorials.
- Build a working CLI app from scratch, not just read about one.
- Understand why the CSS cascade behaves the way it does.
- Learn the internet fundamentals most devs pick up by accident.
Browse all the packs (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBzK3gP0xW69sMD-6lZ3nPW30gZpw7D3g5zW3ryf4T4fxytxW3VZszQ8BZBLFW4jn3_N95n1T6N1dlBYRc0hlWW5070X75qFc3zN27NwCscHw5wW6Xj3fQ5Sp6PNW4mj1Fd4lBGyBW4YNVwh7wxFm0N1YWkP118WvwW763CCb70wyxhW2L6310645RqSW4ybbcq4_fncjW57wKbr3JzwPgW3PcgMz8BDsD7W7Jf9nL2jLDwqW5GK5tB2nMyr-W2W8d_s8WWjp0W1lSN093VF9kGf3VSz-804 )
TNS quote of the week
"Sending routine work to a smaller [AI] model is the obvious next step that most enterprises still fail to take."
— Enterprise AI architect and founder of Besk Tech, Vladimir Beskorovainyi
Read more → (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3gP0xW7lCdLW6lZ3pcVVPMmg66FspWW513Gjz2gqH3yVkzt607f_bkYW2C7Sb71r1JRyN2_2Bpz76XNMN3Crhm2LFB0qW2fy0yW6FQjlNN6xgDZ0RRgF3W7rvx_k4_1nJCW4x-rnj4S6QD6W13dZKS5btWQ9W5mqXmm4hLc6PW3ZyWGN7twb07W912jQq86rGdMN33NGb9-zskPVPY9Fx786TdCW2zH7MK45pTd_W7ktB2d3H7_yxW7C9Mdt7J4pLjW3vP4Pn1CdngyW3y7lpJ7T6ZcDN69TSw9_7Z1BW84yLZL1tKy7NW5HT_7w1Tv161f52F7-x04 )
Connect with The New Stack
LinkedIn (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3prCCW7lCdLW6lZ3kCVdJyzH6mplFQW6ZRNxt4CGd4NW48zpN06Q4H58W2yRynz5RG9lqW85C_Px3XtbnxW4B4qw97HCq0RW6XSZB98pb1ZZW4pn69C82tD2XW4tg0gk7q0xXdW7PZ-DJ9h2k0TW494PY-8MW336N2-qVWkNNDLHW16_G5D5NM0tKW1fVWDx31Js7NW1dX-fS245mkwW4z3djV1lxxf-W2lHSDw2FC4nYW6nJcDk5CVxWRW4qLBZc44Cmh6W4bRxbw6JRHqVW2n9M_g5N2tpjW1rQK351hYjjjV53mtw2ZfgkYN5xGhcS20_Khf7Ln_hY04 )
X (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBB03prCCW6N1vHY6lZ3pBW4y5c4P4BbtYHW3CgNDY6FWRSQW67W24r5ZMM_mW1zwYQP1h9Q5JW6zyFmJ6vY2PrN2L4cH259QfKMr25_YxPNJ5W2PBvLb4wzKtGW71lFrN70FFL4W704MVG6dq9drW5K0QgW7jhL1LW6QM9zz190JjzW5n_7Kn7lhdrqW1CR2708QvXgtW3_YkNn6KdK6GVVQM4T21MdWTW2pzF9910bWwlN86LwQhx_WJWW1mm_V_3D62zxW1_YH8t81ZfMJW8kCHzg2f8HrlW44ppC95-l86vf3cKpzs04 )
Facebook (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3prCCW7lCdLW6lZ3m4W1W3XR786cg72W8nrPmK4L3yxXW1jdvR81mqzMBW90FfsP62nVgHN7RMZqC10m4sW8yxkM483qnt4W3HZXNZ89p2DrVs0YmC8-zt5fN5R2W7BzhkCqW4Nll_46gnLHvVgMGBN73362tW1SmrtH5jnZXDVqDN1h2flMv_W2Vc5nq5C9zZDW74S5C5965Zy-W5cx2yD9g6BLLW57g9T41wQ25RW4qmxtp9dLNH_VZwM9v8Td4Z5W8F7NYp3VtGZ1W7qdpnK2CxTBwVJGzpr2jtY09W67vXNP1BhSQtW11PRND6SX8sLf8GF8S204 )
Bluesky (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBj3prCCW7lCdLW6lZ3mXW6k5PB73XCGnTW8yR--w3m1bttW3GYfM95m57r2N4wSJZPGtpqSW2zbjKg5d2GHfN20ZW1yD7KzwW8LRz5-5h91zMW63BRjs1b6DpRW8n4yK74GM-DhW833Fz71f1PhyW8Wbmdj2LxBgfW2kmyyL4HChB2W7xMzhj3ySjNmVQfFnT5z-S5CW3wSPjv4JlXKGW7c06_G22mdbCMFm1CNBw2N4N95PKC89zBMjW38VW588Bjq8vW529WTB5M9YLzW4fbb6V4pMYYnW2bG8w48kTpFlW5zSVH23xjwKdN3YghtvNRf6Gd7bLj404 )
Youtube (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/DX9KXw2jZmW8h43cb6ndqsmW3X6sTS5SsKNjN2VVBBC3prCCW7Y8-PT6lZ3psVL2DGw2qqblrW2jBxLf4tdHpwW4s7gCV4YDg_0W6hGlxK27VgzmVVjx1Y2X6JBjW3cLNvl1W2J2rW1_xv-k8tp52wW815gJ35BXDcCVhDKyS2Bw8WNN3qSr9_1zCt3W33dQl96fygSFN7H_cwWQ2WhrW3HYc9R1khp3HW682TRp5-9-yLVQ3jfK2h1HpZW20ZBQp5P-2q5W27Vd-49kMBJ6VvV-c59fctTpW10nwYw3-fMqWW99Cd415JQ38_W3Wyzpb7zgnZmW2j06_M2ty3HwN1C9NMPDH36DW76_fDY22P_GkW2dryKC1vcgRSW13gb1Q14VVjCf3yjdCC04 )
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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!