Last Received
fpaworkshop
Wed, 22 Jul 2026 15:11
geeksoutfit
Wed, 22 Jul 2026 15:03
bookbub
Wed, 22 Jul 2026 14:15
codenewsletter
Wed, 22 Jul 2026 14:05
theepochtimes
Wed, 22 Jul 2026 14:00
snopes
Wed, 22 Jul 2026 13:07
thedeepview
Wed, 22 Jul 2026 12:36
fjart
Wed, 22 Jul 2026 12:25
cnn
Wed, 22 Jul 2026 11:12
techradar
Wed, 22 Jul 2026 11:04
Newest Addresses
simplyrecipies
Tue, 02 Jun 2026 13:23
zdnet
Tue, 02 Jun 2026 13:20
bhg
Tue, 02 Jun 2026 13:10
kirbiecravings
Sun, 31 May 2026 22:03
whitehouse
Fri, 29 May 2026 19:46
e-certa
Fri, 29 May 2026 15:09
chenfei
Thu, 21 May 2026 12:02
mykajabi
Mon, 18 May 2026 03:40
kuokuoam
Sat, 16 May 2026 16:18
contabilidad
Wed, 13 May 2026 22:05
Last Read
thenewstack
Wed, 22 Jul 2026 15:24
simplyrecipies
Wed, 22 Jul 2026 15:24
bhg
Wed, 22 Jul 2026 15:21
writerswrite.co.za
Wed, 22 Jul 2026 15:19
theepochtimes
Wed, 22 Jul 2026 15:18
codenewsletter
Wed, 22 Jul 2026 15:17
fjart
Wed, 22 Jul 2026 15:15
fbvm
Wed, 22 Jul 2026 15:12
zdnet
Wed, 22 Jul 2026 15:11
theverge
Wed, 22 Jul 2026 15:11
Most Received
ail
129494
gp6
110867
jonbobby
85102
gp6dd
84476
bobby
64066
mydailymoment
61059
cb322c5
57069
vanchina2
56299
liamont
53727
funnyordie
52248
Available Messages
The following is a list of recent messages for thenewstack. Select one to see the content. Messages are removed frequently. Check early. Check often.
Subject
Received
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
OpenAI's first gadget
Thu, 16 Jul 2026 19:58:18 GMT
OpenAI's Codex just hit 8 million users
Wed, 15 Jul 2026 06:01:10 GMT
Hands-On AI Workshop with Microsoft & Cohere
Tue, 14 Jul 2026 17:13:46 GMT
Anthropic just extended Fable 5 — again
Tue, 14 Jul 2026 06:01:28 GMT
Selected Message
From: newsletters@...
To: [email protected]
Date: Wed, 22 Jul 2026 06:06:22 GMT
Subject: Google just shipped 3 Gemini models, but not 3.5 Pro
To: [email protected]
Date: Wed, 22 Jul 2026 06:06:22 GMT
Subject: Google just shipped 3 Gemini models, but not 3.5 Pro
- HTML Content
- HTML Source
- Plain Text
HTML Content
HTML Source
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"><html xmlns="http://www.w3.org/1999/xhtml"><head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<style>
@import url('https://fonts.googleapis.com/css2?family=Lato:ital,wght@0,400;0,700;1,400;1,700&display=swap');
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
body {
margin: 0;
padding: 0;
}
p, span, h2, h3 {
color: #48607a;
font-family: 'Lato', Tahoma, Helvetica, sans-serif;
letter-spacing: 0.5px;
}
a {
color: #1a6fa8;
font-family: 'Lato', Tahoma, Helvetica, sans-serif;
text-decoration: none;
letter-spacing: 0.5px;
}
.font--default {
color: #48607a;
font-family: 'Lato', Tahoma, Helvetica, sans-serif;
letter-spacing: 0.5px;
}
a.link--default {
color: #1a6fa8;
}
a.btn {
font-family: 'Lato', Tahoma, Helvetica, sans-serif !important;
letter-spacing: 0.5px;
display: inline-block;
padding: 9px 22px;
text-align: center;
background: ;
font-size: 13px;
font-weight: 700;
border-radius: 6px;
text-decoration: none;
background: #c4006a;
color: #fff;
}
a.sub-btn {
font-family: 'Lato', Tahoma, Helvetica, sans-serif;
display: inline-block;
border-radius: 4px;
font-size: 13px;
font-weight: 700;
padding: 7px 18px;
text-decoration: none;
background: #00aff4;
color: #fff;
}
.content-block {
width: 100%;
min-width: 410px;
max-width: 580px;
border-radius: 10px;
overflow: hidden;
margin-bottom: 15px;
}
</style>
<meta name="generator" content="HubSpot"><meta property="og:url" content="https://info.thenewstack.io/tns-daily-july-21-2026"><meta name="x-apple-disable-message-reformatting"><meta name="robots" content="noindex,follow"></head>
<body style="margin:0; padding:0">
<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: Microsoft is building an AI stack it doesn't fully own ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
</div>
<table id="body-table" border="0" cellpadding="0" cellspacing="0" height="100%" width="100%">
<tbody><tr>
<td align="center" valign="top" style="padding: 20px; background: #d9e9f7;">
<!-- Content Area -->
<table role="presentation" border="0" cellpadding="0" cellspacing="0" class="body" width="580" style="border-collapse:collapse;margin:0;padding:0;width:100%;min-width:410px;max-width:580px;">
<tbody>
<tr>
<td align="left">
<!-- HEADER — unified white card -->
<table 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 align="right" valign="top">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r945nR3bW69t95C6lZ3prW22yPLR6yVVGRVkd5q-3_9vbSW4j8tCm5rC4nDW1l000k4cYy49W1q24wt6xYHF9W51ZCwD5JXlPxW5xgVD-1zB1dMW6f54qq4x4SrQW89yGV-8nmZG3W5QQqJG2VggMSW4zhcnk90lWHmN11x1rGJS2fcVj3VsM3zpxj1N53SL__JZSY0W3R-Lk93B342KVvd7Xk4WY4wtVjZ0z76mRcSdW7KwT8W7LZlljW65DTRl2TDS6JW2JJ31G6QZrWrW3ldhsj3bvz1NN8B8ttnhDjyTN5GmGRlQK5JTW3B1tJ58_b-CTW30GgV72WfyzVW3hjGtm2qqJJ-W33MgM82-rx_vW26JKqP5rpX02W24wMSR5W1L7MW1-pTPD1GHMBPW4s7fHJ8GL8_QW4CnPF73B5m_VW6gGybB47cbS_W3qQpRk7bBVlzVp8WQV1KcZTXV19wcC3HdlZGf7Qfftz04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:12px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="XKCQ4EJc">View In Browser</a>
</td>
</tr>
</tbody></table>
<table id="header" 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-color:#ff3287;background:url('https://cdn.thenewstack.io/media/2026/04/fbf566d0-tns-daily-social-bg.jpg') center/cover no-repeat;text-align:center;padding:36px 0;">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3qgz0W6N1vHY6lZ3pHW23DZcx8GYC1bW7LP9PL1Cm9H1W62LtK44yNkTyW6zrycc4D5tTpW1YpN022xst9LW8wj1Zk6yxChwW2fbN8q93qx1GW37XFWn7ZBmNkVYGV9M5KMlpPW2kV7gc24vc01W17-xPL4hFJVVW44t75854HtSkW2hfjFr2dCCq4W4VcLs52Q0x1YW1GS4pK4K2C9WW8sxQT05HfhrDW2L1chR7Sh1WlV1f79k3fzBxQN6Z3KxQc5l-vW8sLgnf95Ls4wW8fNbg11Scyw-W98JV9S7F7279d_WHW004" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px" data-hs-link-id="0" data-hs-link-id-v2="JGASM9dK" target="_blank">
<img alt="The New Stack Logo" src="https://cdn.thenewstack.io/media/2026/05/d64d43ba-tns-logo-reversed.png" width="300" style="width:300px;height:auto;display:inline-block;border:0;min-height:33px;">
</a>
</td>
</tr>
<tr>
<td style="padding: 12px 28px; background: #fff;">
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tbody><tr>
<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 22, 2026</span></td>
<td align="right" style="text-align: right;">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3qgz0W6N1vHY6lZ3kxN3Lbgw0S5-_rW4Jf1Dk50NjkTN1_tKsn3MLnCW86Z9p529qbQNVsdDBL3QfRScW8N641f5m0SmSW31FDWb8QjrscW8RB0cn1DjGqPW7gzbdV3550xVW2z-tw98_jNt9W3tKLML38Cg5JW25bBTz3zkpFYW3ZpKRQ3pXWmbW85_ZgV93h-72W4Yt4173jvRK2W7QZPJz2Q92M_W2r_CKw6RxLfgW2w5Sgd74J-D5VpWg5527r82jW1fLqS22FWBGkW7cb0HT7FyYZzW3xNpWl5rknJ8f6Sg9Qb04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="XpLJ+bhd">
<span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#48607a">Together with </span><img height="24" src="https://cdn.thenewstack.io/media/2026/02/[email protected]" style="display: inline-block; vertical-align: middle; height: 24px;">
</a>
</td>
</tr>
</tbody></table>
</td>
</tr>
</tbody></table>
<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">Google just shipped 3 Gemini models — but not 3.5 Pro</h2> <div class="toc-desc" style="margin-bottom: 22px;line-height: 1.5;"> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif">Google on Tuesday launched three new Gemini models: Gemini 3.6 Flash, a cheaper and faster 3.5 Flash-Lite, and 3.5 Flash Cyber, a model optimized for cybersecurity use cases that generally outperforms <a class="local-link" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5rbz3qgz0W95jsWP6lZ3nJW53QhS86yC08BW7LQSHL5fYG3KW3JVmF_7hNrXQW1mVlb52HKnV0W4XT6MX1hhPq8W5bcnCw2S3S1XN3SQGVZ6XqdlW5ZScsC1lNyRqW5sJ3k86PQKRQW63GS163TlYZjW8Xm2rV7gbpQDN5GLLdrZZcQpW6t1VKQ6YshsNW47b7bs8lp635W56ML9f68jbn0W7l0MfL8CF1bLW1X0YyW2LtJz8Vh0tgp8MRFTpW5kzxWD6YKMgfW8mN2vZ20kmmmW7l6gXS4v0r4rN8cLLZpcR6nCV8VsfH6nfSjZW444wWN6wmvJlW5rvCF21ZRK7TW92C1_F1d4p7CW6L6WbX68vQxzW42FVx53hZ48zN3f_ylhcBYfpW5JmqNV5NXgsTf8HSfGl04" 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="T/RTX35k" target="_blank">Anthropic’s 4.6 Opus</a> model.</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">But as Frederic Lardinois writes in today’s lead story, what is sorely missing in this lineup — and is now weeks past its promised launch date — is 3.5 Pro, Google’s latest flagship model.</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">Google first announced 3.5 Pro at its I/O conference in May with the promise of launching it in June. Google says the Pro model is “currently in testing with partners” and that it plans to make it broadly available “as soon as it’s ready.”</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><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r8v5nR3bW50kH_H6lZ3nsW7K23fD6RHC6fW6f4vf28V_TcpW78-0fX7SS1zTW2k_0bB2PlQTgVxPFqL1cdkFXW3dnh0s7RG8XDW9dnKjW8_98YhW8FjGr849bdlzVtXt8g1clCzHW8LBMN92MPVPVV129j13LFRQ7W7P2qJy2BMHTyV_t7T43-0VLvW39Lgxy5fqMKJW2l4mmg674rQ0W845_zy3b4GtnW3HSRzV6l7lLSW4hLwMf6Lf4lbVtrkH0591wgPW2n4jp612DBZ-N1MH_Jh2vbtmW9fZVMt5MFvRmW6jz0_92Zc6lwW4QzWrd3v3cVXW7rqBdf3WXcbhW4YYRn05vbTmlW68VyhL4lhCNJW1Hl0Ww66DYJNW6YHljy2c9c9RW5JqrTd4k3fMyVJK0sT5XpGLMMZBQjXhM8PCf3T-Gp604" 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="/cVUHzHx" target="_blank">Google ships 3 new Gemini models. Just not the one everyone’s waiting for.</a><b><br> </b></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"><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">▹ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3n6W22r1Kw6GJN_CW662PqJ1mR9kqW8kYKWZ3ZxDyxW4r9KkH3617lnV61-MT5x96L-W2bRrCp34S-1QN7XJsY-JJrzWV72R8Y2Pdnr6W6-4zbX4ppXFsN55CDcQDqm68W74frQZ3gjRNVW5-4_mN705L42MMwnZDRRFH2W6Rxb-t6nNmWKW7JpLZ_22b__MW8n6lz78hzSv4W5smS4j3Q-tPhW7zmCqS14rtmqW7KXl7g7MgSLJV6B5xM7Kc0yNW3ZYf0P3JXNvNW6FDHjg2z7zSDW2sV1wM650GccVRt3Qc3JJbnzVz70bt6K0LydW97nbw11C5kHsf8g0wMH04" 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="MRWUkYiX" target="_blank">Block built a Slack for AI agents — and gave each one its own passport</a></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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3pmW3ykhTx4YNpjgVLTN4c5n-8BxW22g4xH99G8rXW6vXwyM778fBqVhs3wr1HTdppW7kx2mh6qxpL_N3MVhZhNR1s5W7bnRQj5NHDm-W1SJmbH7w_46DW1TxmZQ1xGX90N3Y2W7rVDSK9W97xN7z6cFv18V8kg-b3XkWqnW8rt87K70tNMfW4c_C3b7ySR1fW4KNVZT50Pp0_W8jnj5Q6984NZW4c6Vrl8dSVZzV75Dl75L3SlhVRJfs67zfNFsW4Y5Szp2Mh3vkW3sxlcD6K9LJDW2vmykT47Vc9LW13T3qw3TDdjsW6qKdFf9gLs1YW6pwFCG47cqBbf1zlkcv04" 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="I435l0as">Microsoft is building an AI stack it doesn’t fully own — on purpose</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3p6W186GGn3j7lwZW5kVW2Q7P-55_W1TtZ9-7-KrpzW8Ypgwl1Phs98VP6slV8S5ClHW1yjnMq1HddvSW55MBzM39cD9mW941kxk4YGrX2W4lf_0R7sRT7kW8dJXp775dC19N1172BFYZ3DTW88XGJR5GjflGW3TD4235nzbfCW44kpHd8Qv_ZBW6lVbqH95kyNlW2NMC_75R1P3DW7grSZP5W3clpW2HW4yl2M0lNtW3_L9kY2tRllXW1nZMzp7N1f7JW7WxbWR5fmgjhW4D2TcT1Kkjy9VGb_Pb5RljFXW3-NlvY3CwVl5W7k0KG65LtkjTW8SQpFr58n8Wvf49gtTM04" 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="HI/rRuQG">Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier</a></p> <p style="font-size:15px; color:#48607a; margin-bottom:8px; line-height:1.5; letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif"><strong>💡 </strong>On July 23, <strong>Chas Clawson</strong>, VP of Security Strategy at <strong>Sumo Logic</strong>, will lead a live conversation and share a practical framework for SecOps teams working to <strong>get control</strong> of their signal-to-noise problem. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5rbg3hCZYW8wLKSR6lZ3pKN5qXsrzvXSh-W4N71N420xXj8W3vkSQB3p30k1W28w8ks864ZFRW5Xtv9j33-49SW2r9hDq4QYdxYW3z4YvQ7pZv77W4DrVDt5cHM6wW6ycg4n32b_5XW5hZkyh42bSjBV-8yPB4lJQKJW3vdchq2GmWYlVq5Tm810j_-nW3hNYnx7QR488VP9NrM8KwhZKW5VytL48B5MM7VYmkrT8VFSdrW68gx8Z1RDtnYW4Bymwn5fg_SSW4kZM596N40zRVvl7nx8dt4TmV4564_3MnkZ9W2fm6f78LkhJyW4j3KkH5fH3S5N5SvCYvkDv6BW1MKNpV1YDyNjW73GL-t91dXnmVzbddC5rNTTrf5T-9wP04" 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="053oB4Vm" target="_blank"><strong>Register to join this free conversation</strong></a>.</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3lkW8nBpN61Xt95wW1LV7qd9cbNp2VCs6Hf89zkD_W1kdPYy6Dcg8MW2TMsHD7hFT2jW7NcvTP7NNcpgW12-RMy42Ytl1W4s0m8r2NT_bTW4h05KC7rdl4gW530_6T745NrrW83lfyM3FY2y1W6fXZXX1Vx_2JW653gPT3vMFsdW7B1Bgp2Fy1dFW748t055gQsSDW1ZCJmx79BZjmN1W00Q1DbN8vW3mPDhs4BcbrCV7SwpV3c57tWW1Swg961VG6_2W52xvNL70TgHPV3mTX09grDT4N8DNsd0_4vD6W28VYdL5RzjGZVKkd2887-VxYW2pPgyw6Hc0K-f2M-cSq04" 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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3hCZYW7Y8-PT6lZ3lZW2v10dJ5Zgwg3W41wNTL9kt28qW2qF8T06ksy1WW9fDy9S1fvHM-W4B6cGQ1XK4MgMNmv6DdlJYdN7qBxpTP3sxMW4TmBSC8dwks-W928Vm76b-ZNBW4mRVk18f8ZpTW7rhgK96wmn91W8grGfG4S5B1rW7JLXK67wRGkJW6Gbq9L7x2qdfW9gtkVH7mx-ygW7zh-BH6mN4rQW1BNtHN7vZWgZN4mxT1N3M1tXW3KzMxg5lnP2MW7gTF6-873YwXW96HD6M9294M5W7jSrzm1nQXgdW576Ygy4s-PwMW3_P9cy4zjZjzW14Ymxn2-fsyRW3dQDm43NF1yBf7qjGfq04" 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="r0eVrkRs" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/07/5499494f-sumologic_webinar_23jul26_remember_16x9-scaled.jpg" width="524" style="display:block;width:100%;height:auto;border:0;"> </a> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin-bottom:8px; font-size:20px; font-weight:700; color:#142640; line-height:1.5"> The #1 mistake SecOps teams make with AI, according to an ex-NSA red teamer. </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">Chas Clawson ran Red Team assessments at the NSA before architecting the SIEM stack for a federal security operations center. On July 23rd, he’s telling us what that taught him about AI, alerts, and where most SecOps teams still get it wrong. <strong><a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3hCZYW7Y8-PT6lZ3nnN3dL8-fZRxr2W88lmmG4gpWHPW2k57W16M7SnjMb7QXCK294jVXyb9C798kr7W8TfPxP32Md1-N4PD5dDqZTklW40bNMn61Ry1TW2hSWfy3vrFYdW7qvftz8QW51tVdKp-b5l8_sNW5fKd7g7zRwlhW8JXqZz4MDjzYW71jG_X6KxK9HW1H5NDw40g5ykW4j5L9G35fbQYVXPNsZ71Nzt-W3FcHqz1zGJhHW3rvGNW1kGClLW53D5mM78LD7GW4qMRXq38gBHQW78kf938-6y3GW2VLgl58dnrkdVxGwxh7wFyMPW5q9qRs1jMt8MW47YZjN1qfgHpf5Htfjn04" 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="xy56MgUs" target="_blank">Join us live</a></strong> for the practical framework.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3hCZYW7Y8-PT6lZ3kPN5Dm4qYBsddsW3wSW1L9h90LDW2qqpdl27l5J7N6rld2RkQlR0W3B5f6f46tRmwW5_TFNX2PKqZxW3fdytd23fbRCW5WhJQK6xxBH3W8Svr046yK8PFW67JFl11Lh4CWW7FZCF462-z4wW93K7-q71RHyDW6g0l5175yVdkW7zKptV1WyqtQW4bgLS45mgCywW6sQr3n2KjF7vW4G9Jxb7CPvh0W7vb2rf1XlkhFW66vzBm57xr2QN1QC95m2mzMrW1zGRvT6WZSK6W7J1f1p2LHr5bV9HD9f4D-5N7W8sYZvf8ZXZgpW3mhn_B5FX7JmW7Pw5X0203Bzqf5bcqfF04" 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="wsQlgG+9" target="_blank">Claim your spot</a> </td> </tr> </tbody></table> <style data-hse-inline-css="true" data-hse-element-inlined="true"> /* Story Description WYSIWYG */ .story-excerpt p, .story-excerpt li { font-size: 15px; color: #48607a; margin-bottom: 8px; line-height: 1.5; letter-spacing: 0.5px; font-family: 'Lato', Tahoma, Helvetica, sans-serif; } .story-excerpt ul { padding-left: 25px; } .story-excerpt li { margin-bottom: 8px; } .story-excerpt ul { margin-bottom: 8px; } </style> <table class="lead-story content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff;padding: 28px 28px;"> <h3 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0; font-size:14px; color:#1a6fa8; padding-bottom:18px; text-transform:uppercase">TOP OF THE STACK</h3> <h2 style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:0 0 8px 0; font-size:20px; font-weight:700; color:#142640; line-height:1.5">Single-pass AI code isn't dead, but "high-reasoning" is the next frontier</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3lVW3Ywb963mLxlpVbBqFr5mypNgN119gk_Xd2LBW1rbcG03nVldWW48N7R126SVP4W3vLtwR9ddX39VChp1X9l6w-1W1y55zg6pK_W7N3xj3zrHkc8TW4Mt0x926XzHdW2T013P7rL1KTW9fy4SM84JQfgW1SVmPv3x8BsxW706ktF8xXrtKW9bJbns3CjGJPW3ZjCxb3-6YkXW4cPXK24KKcBjW86cRRR3TH8k5W9lXmfk2cth1BW8ly6F82sbFkPW4mzgyH5dzVDmW2rt3xP8LjlfPV42Jdw4YNstLW396zxL1T6QLlW3P67MM5Ns4mXW8cGv4y8drX1Cf5CTgnC04" 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="qXcC9LlC" target="_blank">Adrian Bridgwater</a></p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3kPW4pcRTc13_bH3N94qt5TFdJj6W8L4TG576F2hdW2VdMg2657r6kW78GQ1V6NQ1B9W8SZLlf3KY2Z9VMMNjt1hq7d_W7r0B3822hn_qW3g-Fj-54gJHMN5gRNvnSh0PwW8Xx9DW5k8-DpW8v1K8731XgP0W6v4hhP7YYB9PW9lJr-s5lXbvGW1w-bdN1mvlmhW8NzK5Q30m8hjW5PZJZc6dJXYWW5-JN4R2_lMx6W6B5xkx462YJxW81mHy-8CXh6tW1d_XCk1WKMWnW16g1vy62cDg9W6c20F-5BBYMqW1lrGk649V9KjW7l5Kn-2tCLPrW1bgszz91x3sjf62wQ_z04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="1" data-hs-link-id-v2="cAnhTj0f" target="_blank"> <img class="hero" src="https://cdn.thenewstack.io/media/2026/07/ad086542-ardian-pranomo-u9zqs1bzbas-unsplash-1024x768.jpg" width="524" alt="Featured image for: Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier" 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"> CloudBees and Sparq leaders debate whether high-reasoning AI coding models are worth the cost, or if single-pass tools still do the job. </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"> Ask an AI model what comes next after “bacon-double”, and the return is fairly unanimously "cheeseburger." It’s a pattern-matched, single-pass output for the user, and it’s the one that we expect. Above digital burger joint simplicity, we enter the world of high-reasoning, where multi-step problem-solving... </p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3q5TcYs_4VmKH0W1M5cQq7Pz0mxW4Q7vCv5tpcj0VH0sjj1pZd_2W8_NMKK3CVvjPVx56S83frF64W69pT6y3_dqxQW5Mhldd4mBtjPN7hskp-PpP03W7ftljV2n2NCcW5VyZ9h1NJh4FW5VqDpp9gKvztW6JPm5S4d3MPpW6GZfK08MGLD8W6tb7P747GmY7W7bt2sm5Sgw8LW4-srK966Pr00N1nrQfzFpwDBW16tymG7vcZypW6z84yy6SZRgfV6tb833LhtD0W6F57Hn7gHQPBVWpHf35V_SbvW1QdWD47t-K9zVmQ6NM3GcMMqW6MMFTg8Nf_GGf6WvkN604" 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="AKQ6oa2I" 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 Infrastructure</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3ksW6PKk6Z2tZz-3W6VLzH65PYNRSW1t1LPM49jrhMW6TKzrm62zW0JW8LrMqK1nsk7NW1nqL5l6RHmwxVJScgl6N7GK3W6PdGwG3jk07MW6v9_cg8-VX6TW3T-Lkw6ysg8WW6vv7Vl2_yltGW9bDXKD1LNJ4NW7vYrNt5Y0rw0N8t4gFvtnDBZW8LV3Pv7lbSm9W2kS90T7JR36cW8Snh4d6PY496W1GBWWj4Xgx5bW6NKz5h1kYFBWW4VTWMb4jZR55VNLvDb8YJ6P_W8zwmMh50QglfW27wm_z1X8Q3RW7R9q65261Fb0W3c6Nzb1PjRHXW8Cm47k4z_xPnf15k95K04" data-hs-link-id="0" data-hs-link-id-v2="olhOrcuY" target="_blank">Moonshot launched Kimi K3. Then demand shut down subscriptions in 48 hours.</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3lDW2TGxGF4xccXkW1tLZz16LTFB_W3NMDtG5JmRxGW6MKYvp7wqgcgN6lBPP_VJvfbW5XsPJJ8wnHppW57QTMM102zcgW6-_pW66YvM6cW8HFPlM285RSrW4_Hwx85LBCqjVz432r9cD3zGW8YbRkQ1n4_CdW3fQwvw8HLsbwW2M5Rl85shY30W4YY0qG8jsGVdW6Z465d7BWMNrW4fYvjP7-xwG8W9l6DbV7dWm3TW4N7l2P1hcKvkW79747h3Dzp7bW6-tNrJ2qmjM-N8HVnw15hS8LN1vvQJJ2dSbDW6wx5QV8brSL1W2H1JQ66WZs1RW7JssCf2t8vFvf98HCWC04" data-hs-link-id="0" data-hs-link-id-v2="Tvw/EZk7" 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">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 Infrastructure</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3mMW4RFZ0S4rC6SfW4lw4sJ5qWXd8W6V6j2X3j_VjyVNGL1P6WxsW3N26VTtc8s6brW35S3vy4W_ymlW4g3xTL7h5QtLW1l_DcC61F-2HW2lnYFZ9dv3K6V1VXw98hRZ_WW12DpMQ5TR83JW2tDWRj85mnG5W3k3m5h2sqs5kW2TKx8r51_ldtW5v-XcV6ydv6FW5bpB4_8xP0FsW4LlQh04wlYsHW77y4wZ7JrCWzW42ClbZ67dr_fW4XGJMT1_MMrZW2W3JG58Hy5gWVhkndr3Qm4d5W5FbLdP2Tp3fxVN2KdD1WsLjGW8-5TFY6nt6-3VJdsMb6tD9Gyf3fPQFM04" data-hs-link-id="1" data-hs-link-id-v2="kjd8trOJ" target="_blank">Microsoft is building an AI stack it doesn't fully own — on purpose</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3pPVrT8Zg3kZzbjW3bpG3M5-hF3YW3shwB-6yTFx8W81Ltjl5KLnhnW41GBzJ1jfQpRW30R0mj97RRbtW1tprrJ7h3bjJN5w1qshlD4vzW1GY6GH356tlJW1w8l5K6y-dd2W5-jcdb7cjkFbW4NtGLq2XT1BjV547Cv5bCkGHW2Kr7J44tm4jDW2lvLdg7jKtchW4Kg1YN8H7hltW75zT8V2J1N4CN2-TQg62JzxyW4hQWdd330kGNVF2w857twfVnVzXmyL9k8tBnW4vgfnK6KSHgDW6M4tWM8S-91qW4vJgxD4JqR1vW61J8zg5sxBSZVZw5bs2s7TKmf7BPyh204" 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--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">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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3pJW9bPz751Z_rG2W8Dh-kS4zYGzzW7CDCkC3-w4vDW2cVL7s2Ld7CgW60pDqF6Dhz9dW1WbhdB7YYmy9W160LLS7m3Wj-W6pTg0f7XNsKMW2CwStG2ln8V6VkW2_D1vzL1CW6-J0d51k39RrW9k4pQh2YLw2cN5jwHZfmZRGMW5h9qVY4r4NxnVlqbDY5_qcMXW3hPnrr1_940KW3v0d_q5PrTDhW5tvHHx93-BWMN3lXJ0PZyNNlW6T0q4C10_hH8W3pJKR_2z3Yt5W8JwQsw50HnfbW8VWNHQ7BcjF0N9hW_CwZ22v1W1kRGcr8qvl1cW40w_7D6nfSf8dRNyDz04" data-hs-link-id="1" data-hs-link-id-v2="chSVMYyh" target="_blank">Block built a Slack for AI agents — and gave each one its own passport</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3m9W7_XdV-8HQZcKW7mXV442-mWDhW3Frqhc7kSzZxW570Fbm3QzbtBN1QywctW3DySVWxncH2Gyx8xW8CPy7M6HWlpCW4FZ47v63C8QtW2HKjbV2L_FG2W2w3mcC7XbHr9W5gfbDS9lGb58W35Sskv95gvn1V-ZyZg87s2cDW3qLC_k8nB7N4W403J4c941bmlW14BbZw56K1JdW3vBt4k1G6JvsW82rsTm1JmnxrN2JpzZL9T1MxW2cDgzF562XqZW4p6ZW-9kQQbYW29dgt96WdxNNW5bFnc42NYP2NW7xrNv-1my69gW5pDVsF6hrtm9W7qFwwq5w8k5Kf8WsgR004" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ" target="_blank"> Frederic Lardinois </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">FLASH</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r8v5nR3bW50kH_H6lZ3mvTPRhV5Nwd1rW2x4l043BFS4XW7NgSyZ5D2Sk0N12GXLcN_W_xN34xVptVMBbmW8-07bW3lxhYVW36-3C12-gnlpW7mHdHg3FJXx8W2VwJ0m8Twqy8W91qJwn6XnpHdVrMhqq9kD9HdW5sQjJS3Xl59SW50YrSx7GSWB3VGgYJy2DPqy1VVRWLN31X_QZW3jHd113pMDTlW7Nd6gc8ylgBHW4Rjlxh7H372PW82GNg48bzD7YW1tN5pl6zm8JFW5KTZCR3YkG2QN5K6K-PtgfXHW14x96F5lV_5PW2PBYN93qbXshW4YZJN734R2WCW4mK-2J2gt2vQW8r3PMK3HBQxJVGM8TJ2pRfGkW5-5QYS8QnbS5W2k3DTL7CF_QLW4msLzj6p92C7W4LDhtw1Wm393f4HnvFd04" data-hs-link-id="1" data-hs-link-id-v2="HxJHc7A/" target="_blank">Google ships 3 new Gemini models. Just not the one everyone's waiting for.</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3l4W25p5cb5CC35KW8DbTVw83Q29dW2H_dtQ5H252pW8LVw149lQ2RdMd07DYryc5YV_7brH4jcN5WW3fBqX712gLykW48MJNC28R5XjW4ShHGL5MbD4pW3zZRKM7LW-BjW1NXJxd8QzdsTW2F9jVz7RFtwMW1wJvGB4SpbHTW4zgGN312bSrsW1sYv1V92tHMJV7HJgs1Slq3SW4kDVvL2FZzqZW1k4YR82gnjJSW8rxYlH7RvGDfW20kW3X9grRPLW3w9GV560HXZjW16Yxp28pvkH6W80TnPk5d81gWW2qsdny5_3LdvW5h8FVp6G_YbbN3LY4tJ7Rg-Hf1CSQMR04" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3" target="_blank"> Frederic Lardinois </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">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">Databases</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5rbg3qgz0W8wLKSR6lZ3kDW4K8J8Z7m-dPlW8r4RrY1NXLNsW6WJtF26fPGWdW1DFT8F6tL-zrW4LX3MW4GlX9hW3gZq1l3-L_XvW31YLTT2rP65_W4zz63h5sqy3SW3P65cv4HfH3xV8qpqQ4C5cyMW5PcCSV1QpJPfW8WkVYv133JfwW90nRBW8Vd70GW4-4RJq442GRpW417GvX1SxlvtW88Jtwt6n8TPjW7xzfXb3H21VkV5sjm-1vsHVXW3-cg3t26wSY1W95c3Tm4-2-VjW51y_956NNf_YN1Qf4ktTFNF9W9l7G7w31sCSdMJwQpBhKvNgN66Jfgr6vjtJW8hrkfj2cvWDqW8gGY_T2dT-8rW7mfrFp6nkWcHdrqHM004" data-hs-link-id="0" data-hs-link-id-v2="B2LpeCqQ" target="_blank">Kubernetes made deploying easy. Nobody warned you about the databases.</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3m8W5yCb535bbs8BW8XB99s8mZkdlW75rXnr92HkryW4GWv5-1h56DvW6tzmxP2CRZT5W5M3kVL3HvBCsW6JDpsr7DWTwWW6Jz_nT83K21ZW3M2qTB762jwDVK9cqK6HpyMPW3Ys3DT7-lyDYVQLmnv100BwCW7G0w1B8Zg85_W5hPSCm34pZq1W5bJqFV38kQTMW1ccDsx7_Fpg0W8w-jfZ2KmLXrW7_70yV2B4SQVW3yYf_Q8jj-wpW7KRlkT6TGzX3W5nnQgZ3Vg2CxW99XwjG23KzmHW42N25B8x-xFXW8MpfDd3RWfz7Vyr7-n7bb-_hN82yj8lPVpLrf120xGT04" data-hs-link-id="0" data-hs-link-id-v2="R2w2Nj8J" target="_blank"> Oliver Wolf </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/[email protected]" 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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3qgz0W6N1vHY6lZ3mFW3ywf_B8KjCssW2NWSTs4JpH8zW3RXZ5r6GP2w-W2ppyr07fWQhwW4Fs1sY7DVcFfW2j3whN7hJCNyW2TH6N33PwwqLTsj0443L-_kW4t2nyG1FFxFNW82FfFF6gLWjFW5TQyj86JZvlqVPJRXQ7-0WLDW574mgV7v5MNhW71ptR08tLT-JW3xGBbR2DXdgYW2HFpZw8Dm4y9W4JlBlJ7p6FdJW5D3XVv2Jqs0cW7t9Qrg4gMCcKW2ZWphl6FwMPBW2bsnz34n5m9bW4S96HW842TpRf89tSpq04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:block; margin-bottom:16px; border-radius:4px; overflow:hidden" data-hs-link-id="1" data-hs-link-id-v2="XbJjJv0f" target="_blank"> <img class="sponsor-banner" src="https://cdn.thenewstack.io/media/2026/07/efafe84b-mate-horizontal-1200x600-4.png" 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"> Is your SOC ahead of attackers? </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">Mate Security’s agentic SOC solution investigates all security alerts, automatically closes up to 85% of false positives, and reduces investigation time to minutes. Scale your SOC to operate at machine speed.</p> </div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3qgz0W6N1vHY6lZ3k-W5hfMDc1Rb1MzW3KlJ1W3plrjLW1jGQSy6WLlbvW1s84T35zq8Z_W5mCJN_1Y-Y3lW1JXh3n1RjfCqW5XQ2Wf39zw62W8WFBc_3w5V7KW1k09_D4l2gD4W86sfF22f8g1dW9lKZGf6V_C9gW6gRKHC1hk-rsW4RyDG_5nqDcnW6-TNHh6W6gxhN93WvZDZWZmbW2WfPBB3n-xlTW1FcfgF5NvTVjN8RWg-s9ckVVW1tNPdq8z5T3lW52YzjG4RtRG5W3hRt4x3ZvnDwW1kZvw1349_Wxf78bDxH04" 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="RCwVOtIy" target="_blank">See Mate in action</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">TOOLS</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3hCZYW7lCdLW6lZ3pxW6hM1xl4fknktW7fS4_72J1nV7W2ly3GB5Ztjq7N639K34p0-BVN29mtF_-CKl9W54yVDc4w1GyTW69WrQy2-SmBcW9bwN8j6_L7PcW7cjj1G2LX4WMW6mvnfF2jWr5dW2p7HjC6d3jXFW3rXMhn3dz8frVk9lvN8rzZqrVBLSnc52smyZW6XwLCn8KYY53N9hfXM-61_ZjW8SzGmJ3ry42GVw8_4B7SZXSpW8FZ0nY9fcmkjW91bTN4388tr2W2Nswpv9dR0RKW6CT0CY9bpKbnW6j06rN44gWmvW6Y8ZJ44TfWHmf72xx8004" data-hs-link-id="0" data-hs-link-id-v2="Av9tzg2D" target="_blank"> 15 monitoring tools every DevOps team should know in 2026 </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"> One day your app runs fine, the next you're buried in alerts and angry users. This guide breaks down 15 must-have DevOps monitoring tools, their features, pros, cons, and pricing, so you can pick the right stack before the next incident hits. </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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3hCZYW7lCdLW6lZ3pTW1BFjnw5xSmk2W7c7h-_7HbPwGW1l_8_g65V3BGVf_RCZ5wmVLVW3zPDKm5J6WTfW2Y0jz_6hlTsSW47RwrC46ZHPkW6dKW2g7F07pPW2S3c315VyqwKW7vM6Pg1Rzq3gW5_6lpd8dZ2FWVncVbd5cBZdxW6pLHvl7lMWy2W5Dwn629hmz2VW2sg2JN4B-wbXW9dPsVB1g3zFSVKR33M3BzRwPW3Hsld97D-P-NW7-yrS06LFv0yW6KQCNk3ZT5LJW85Jkcx1LvDZRW3brncf6pDKFzW3qLyrP8rqQrFW4c7RkY29RfKSf4nrD_604" data-hs-link-id="1" data-hs-link-id-v2="Hvn5dyVk" target="_blank"> Explore the guide </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--2" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#3a8fdc; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">AGENT</span> </td> </tr> </tbody></table> </td> <td valign="top" style="padding-left:16px;"> <div> <a class="font--default item-title" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:18px; font-weight:700; color:#142640; text-decoration:none" href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3hCZYW7lCdLW6lZ3mmV7ZSNM87gHbQW87LW7C39nKqtW4DglYX4hRw3pN7yl20SV4SwmW4nqZBc64Y-htVvb08W3VFfBCN1qc6V8p2zj2W2FjHj92hXc6jMT6jz5MLGY5V32n3k4Xzr1KW7M5t9g994DHYW4Jymhp2lGjKDW5MPgKL40rg9QW6z4sly1bGHw8W9jcwjj3mZjT8N6NlpLYy38R7N5hLX43KjL2TW5xJ9Z23QnrRKN3m5B-sfJG41W2Z_Z5b7KqlqCW3hHC0c98GvBdW6q5Pzt99gQJCW16cJQX2THdhkW2bXMdd8B_NDYf5kDWK-04" data-hs-link-id="0" data-hs-link-id-v2="GwPvV8TI" target="_blank"> Why every AI agent decision needs a receipt </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 need more than raw data. Learn how structured evidence packets ensure trustworthy, auditable, and verifiable AI decision-making. </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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3hCZYW7lCdLW6lZ3pZVD72qg2xxCFCW7s4xQ231hHbjW1JrmmT4lYH0TVpcnHk1xXGPZW3ZkW2s2ZBdRCW1CCCm341p6t6W5-3lMh8XQRd5W4lHHll6gCP3RW42G_QS75rKVWW7QXh-65njK46N79FKXBmKPGVW7Kfqn612cw7kW6kMyHx5wJss4W6yt9_B2sk1FvVVv8y_9dX2MmW93hptv4fYx2ZV261Bt4MrN89W5fxc6y1fz8sRN672Bj0Z1vDqW3ZxkT81l1KLnV2MBJJ6SYwdcW49KX2c1s8Zx9W3x-htx7C0BL0W9bKBd66tKZLkf88XW5v04" data-hs-link-id="1" data-hs-link-id-v2="0IIfd8qm" target="_blank"> Read more </a> </div> </td> </tr> <tr> <td colspan="2" style="padding: 16px 0;"> <div style="border-top:1px solid #e8e8e8;margin:0;"></div> </td> </tr> <tr> <td valign="top" style="vertical-align:top;width:52px;"> <table class="item-label item-label--3" border="0" cellpadding="0" cellspacing="0" width="52" height="52" style="width:52px;height:52px;"> <tbody><tr> <td valign="middle" align="center" height="52" style="background:#9850c0; text-align:center; vertical-align:middle; height:52px; width:52px; border-radius:6px; overflow:hidden" width="52"> <span style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#fff; font-size:11px">LOOK</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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3hCZYW7lCdLW6lZ3pXW20_GZJ2HXq53W2CP4TJ6lfhWqV1q3k61QD8YNVT2Dw62KtWpqW6V0TL27J8vxgN3syzXhZ8rPSN58f85qQtGVKW3rdP9D6_X3VzW6lNm__2LCGsxW6kGvH04pnsYgN1mXMRg373KKW2hqgMd4m98jCMj3pDYlSgBDW2tnXGq1TP27ZW4wR4Bm3CpKy3VMtx1K9fCzBXW6ZQccr9jG37nVDnBbZ41ZjblW8vtmrR1vTYwZW5VL19s1Fq7DGVT8ZnS1G-l39W88D5-y59gMrdW888T9x5zXj1pW8BldHm8yDw9wf5-hDGY04" data-hs-link-id="0" data-hs-link-id-v2="il6Kzb+S" target="_blank"> AI hasn’t shifted the bottleneck from coding to code review </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"> Think AI shifted your bottleneck to code review? Think again. The real issue is downstream deployment batches blocking your value stream. </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/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3hCZYW7lCdLW6lZ3nkVFL0Rj50nv-CN7mJ5yg5J0ldW6YcjVc1ttkLsW65MZLf3XhdkjW4nmG-h4FsTNGVB0GY-6b6R4XW3g7s-t3Fwq6yW8jmMYv6PsJqCN364lJGHxCzVW4HsYHb4MnGrCW5lhjrt4y126xW9jdxfJ6VVpGmW6XH-XR2b0CTcW79cZ8v7sx1zjN3WJwlrL2qyMW9kc8wv6ZlzYSW9b1d1T26xCkJW7xdrFR4Jhj87MmSJ4fBlqlWW2Jbmdg5Dyr-sW53hrcW6qL-rlW42YMtt6rc_ldW4cM8lH8TFxv3W1vMZFz8CjphYd6M-MC04" data-hs-link-id="1" data-hs-link-id-v2="szOdqykL" target="_blank"> Take a look </a> </div> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; min-width:410px; max-width:580px; border-radius:10px; overflow:hidden; margin-bottom:15px" width="100%"> <tbody><tr> <td style="background: #fff; padding: 28px 0; text-align: center;"> <p style="font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; color:#142640; font-size:18px; margin-bottom:16px; margin-top:0">How did we do today?</p> <div> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r8v5nR3bW50kH_H6lZ3ndW2BMX4n7pF71vW4mhHdx5hl_pTW6QqPKF4N0-z4W83jx2n7HVtffW936P_986p9D-Vv3qMl3Zv6-zW4qg-yS4D1JG9N2lxYznVN2w9W2XLlNL4-dw6qW7MtPCd85FYG5W5tsDJ85y4PR3W13Cjy84_Q3hXN95mj2Zz4BCtW2rX5N74PwNGxW3nVHbq6mcWyyW4wYmd93GNnvxW6DrcL07L6XbWW72V15F6z2DCZW4FdjXW5-7-SLW4m4NZR3HKlj4VqnzhQ2scbn1N5vGqzTH1LwJW91Kk8C2qz-bQW5btMRY4-CZmjW5KPNL85z9kLHW59yDkv9fJTBLW2DW9JS1MJ9TdVGHNQM1SNMsPW8CFx9S24wktMW62pfdR9hshsgVDmNk05_bx2NW5LkV-q4d8kn6d4pfNg04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="wplz4Gf6"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/fae341c5-tns-daily-rate-great.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r8v5nR3bW50kH_H6lZ3pdW3fvX8c6nSZH9W2hzCwJ61x6xbVwXqtC6-hdpWW63G9X07DSSqHW2fJ1sF1K2p1cW793D5m6BLtjlW579N0l792Km_W3kCND_87LNhKW4h49KG7nPBRBW1J5HLd7sWbDvN57fXghPjQ1sW6ycdqW1l8mQMW3dnhS08LvtrdVKLYHy2yjxb1W4nMT167kS7LWN5Vy4dFV1r-XW2bd1X-6L0vGFW8Q9XCN3-mkjFW9b7Y7l93TSTgVX6Yfq5kxfWmVr9R9n6Lv389W5b5jMj4YsSFCW5wNN_s4hGV2DW4_tnxb5Bh3BhW7RCqNG8kBT98W8wpxsf5VVfrRW3bKFtW1Mx_MKW8zYH8R3VPLh7W3NnsxF2gvff5F3gCtQTnNVJW50-mSd8_CR6pW2-GNdM1T1CwGf1lsDhY04" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="34BKa6vS"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/8bb71286-tns-daily-rate-meh.png"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r8v5nR3bW50kH_H6lZ3pxW4WFt2b5psLWtW5m2RFR4x2Lj2W36-qyK5qfXxsW2DQCtw81BDC2W1gwVgD5Md6KvW3gwJXm7v0WGSW2VXSZZ1ZwKtQW6nDS8-7t8PgHW604syz5f6BQ8W5khzgf5BDgf3M3Xlz7s9DWgW3wrCdD6P7NmkW2l2lDF1GBTXWW7g00TF7Vy35xW7bMk0-8zH7skW7rYxxL7jWYPcW2WpB2f36csdRW7-9DMZ7X1HpFW3P8Jww2rMGHcW5ZNFLV4jY9vNW2vkj-g2NN7rvW8hbVw469hKsMW47lLxN1WdWL_W5R3d3l83646bW6xHhCB8b32Z3W5hSrp25HK2NGW6KhxlC1k93bmW4LdVpR1M5N53W1GNzp-7NC7MzW8TW90Q5QHdfjW2fjKfP8TKkKgVkBYhl3bg5mMf6Z2Xn404" target="_blank" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vlMlS7rH"> <img height="30" style="height:30px;width:auto;display:inline-block;margin:0 8px;border:0;" src="https://cdn.thenewstack.io/media/2024/05/6b6abc92-tns-daily-rate-bad.png"> </a> </div> </td> </tr> </tbody></table> <table id="img-family" 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; text-align: center;"> <p class="family-sup" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; font-size:13px; font-weight:700; letter-spacing:2px; color:#1a6fa8; margin-bottom:6px; margin-top:0">ALSO FROM THE IMG FAMILY</p> <p class="family-title" style="margin-bottom: 1em; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:22px; font-weight:800; line-height:1.15; color:#142640; margin-top:0">More communities worth exploring</p> <table style="margin:0 auto;width:100%;" width="100%" cellpadding="0" cellspacing="0" border="0"> <tbody><tr> <td style="padding-right:8px;width:33.33%;" align="center" valign="top"> <table cellpadding="0" cellspacing="0" border="0" width="100%" style="background:#fff;border:1px solid #e8e8e8;border-radius:6px;overflow:hidden;text-align:center;width:100%;"> <tbody><tr> <td style="height: 50px;padding: 16px 0;"> <img src="https://info.thenewstack.io/hs-fs/hubfs/TDS-Logo-IMG.png?height=80&upscale=true&name=TDS-Logo-IMG.png" alt="Towards Data Science" height="40" style="max-height: 40px;width: auto;"> </td> </tr> <tr> <td class="img-card__desc" style="padding: 0 10px 10px 10px;height: 80px;"> <p style="margin-bottom: 1em; color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:12px; line-height:1.5; margin:0">Insights from the brightest minds in data science, machine learning and AI.</p> </td> </tr> <tr> <td style="padding-bottom: 12px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3npVmjktX8phN__W93CLh42Wyxv2N2gn1TqnPvz2W2PQzhj3tQ9CSW6yQ1lV7nZhNrW2KdxQp425GGRW3cgCct3QdMXPN4rX1t5Tr3W1W6vhgrj5jWd8lVmC8M72p_12lW5YczGx2JLnXvW5VpTCQ4b58FTW8MlLRV91xmfGW7sw13Y2MsqQzW2Xyz0w46gN3FW3D8Xm96DNtYXW7KyC-C3x2Zr7W8dyF_17WSg_wW3hHYz27HZPGxW2JBxXT41rMpwW8_kC8C8wj-qNW8cncKR7Jh0lvW3M1N_R4Y7rVCW7hMg137mRG4df2n9Qz804" class="sub-btn" style="letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; display:inline-block; border-radius:4px; font-size:13px; font-weight:700; padding:7px 18px; text-decoration:none; background:#00aff4; color:#ffffff; margin-top:8px" data-hs-link-id="0" data-hs-link-id-v2="SXE97fDD" target="_blank">Subscribe</a> </td> </tr> </tbody></table> </td> <td style="padding:0 4px;width:33.33%;" align="center" valign="top"> <table cellpadding="0" cellspacing="0" border="0" width="100%" style="background:#fff;border:1px solid #e8e8e8;border-radius:6px;overflow:hidden;text-align:center;width:100%;"> <tbody><tr> <td style="height: 50px;padding: 16px 0;"> <img src="https://info.thenewstack.io/hs-fs/hubfs/roadmap-logo-IMG.png?height=80&upscale=true&name=roadmap-logo-IMG.png" alt="roadmap.sh" height="40" style="max-height: 40px;width: auto;"> </td> </tr> <tr> <td class="img-card__desc" style="padding: 0 10px 10px 10px;height: 80px;"> <p style="margin-bottom: 1em; color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:12px; line-height:1.5; margin:0">Community-powered role and skill-based roadmaps to guide your learning journey in tech.</p> </td> </tr> <tr> <td style="padding-bottom: 12px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3qgz0W6N1vHY6lZ3mNN4bS940J9mWPW3GSZ0C5pSHX_W3g9LlF21WVtFW6JnhSJ6VhgglW16T-K06pV-wNN2lJ7NGqf888N8hyvSy2x4wHVmMFkS87zqX0W5wDjwM8Tx6XCW8gcQTn27BL3CW2Q47Lh2RFJtjW18ctNR1gDfRFW3F2pHP2n_XQSW1ZTNh9437NB_N4QdS40s0HTWW5hX5dz19XkPDW3yyKqv9bCYmSW5gpWgM9ccqHxW1dfKf54DmmRYN73bg1t-MmC-W13hZjj6BkcHvW6mvZWt34nfLVf7btF5l04" class="sub-btn" style="letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; display:inline-block; border-radius:4px; font-size:13px; font-weight:700; padding:7px 18px; text-decoration:none; background:#00aff4; color:#ffffff; margin-top:8px" data-hs-link-id="0" data-hs-link-id-v2="oy0Q1n8V" target="_blank">Subscribe</a> </td> </tr> </tbody></table> </td> <td style="padding-left:8px;width:33.33%;" align="center" valign="top"> <table cellpadding="0" cellspacing="0" border="0" width="100%" style="background:#fff;border:1px solid #e8e8e8;border-radius:6px;overflow:hidden;text-align:center;width:100%;"> <tbody><tr> <td style="height: 50px;padding: 16px 0;"> <img src="https://info.thenewstack.io/hs-fs/hubfs/CO-logo-IMG.png?height=80&upscale=true&name=CO-logo-IMG.png" alt="Cautious Optimism" height="40" style="max-height: 40px;width: auto;"> </td> </tr> <tr> <td class="img-card__desc" style="padding: 0 10px 10px 10px;height: 80px;"> <p style="margin-bottom: 1em; color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:12px; line-height:1.5; margin:0">A modestly upbeat breakdown of what's happening with tech, business and power.</p> </td> </tr> <tr> <td style="padding-bottom: 12px;"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3l9W7Lh0323ssklYW3Xvcdg5dXYSdW2p7RWl6GFpV8W2qFShb6wHMPNW3-766c6xZFS_Vzd0Cm1PHLXHW16N3Wk91R6d2N5Y3r5Bbb0TcW6S3mJC1Hh0J0W2Sk3_T4FSnrqW6lq8vK2s1XS2W3b5mG56QR2x0W10Qh_093wTJKW9dykPh1_pc-KW4dKPKS2RKfvhW3NLNpj73lGnsW7lYxrw1GdvLHW98tm_45mdgq6N4Dv8gR5ZYLrW99NkFr3VSCv5W20tYyw4jNlP9N7bF072hB9P4W6qklZH7RMh_RW4PKh1n4b55ZHf27VSZl04" class="sub-btn" style="letter-spacing:0.5px; font-family:'Lato', Tahoma, Helvetica, sans-serif; display:inline-block; border-radius:4px; font-size:13px; font-weight:700; padding:7px 18px; text-decoration:none; background:#00aff4; color:#ffffff; margin-top:8px" data-hs-link-id="0" data-hs-link-id-v2="1zUCb6R+" target="_blank">Subscribe</a> </td> </tr> </tbody></table> </td> </tr> </tbody></table> </td> </tr> </tbody></table> <table id="social" 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-color:#ff3287;background:url('https://cdn.thenewstack.io/media/2026/04/fbf566d0-tns-daily-social-bg.jpg') center / cover no-repeat;text-align:center;padding:28px 0;"> <p style="margin-bottom: 1em; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:14px; font-weight:bold; color:#fff; margin:0 0 18px 0">Join TNS on your favorite platform</p> <div class="social-links"> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3lPW52-zMg2nkG1XW4lktzJ724pKzW1fW9pV3Vrxd2N2xd5ztTsHD2W6XjShL4Dm4mmW25T3xr7v3phKW5vbfZm7CYx-gW8hGbQy8sV7RNM1DLKSnLzySW5CgnCR5B2D4GW48-ggG3VbmdkW6hmm4r3VqLxGW2b9WTq2jbdRzW8KdHND5dMxVSW5sG2S04HRGSmW5TyGz718mLlmW3hBgVR7WpMXXW8C8cJb7H4KtvW93XfGT7n8PYbW48gzfH6Nr3L4W8Y1ZpG8BhF5JW7LL2gC1YbYB-VQFxQs3fwX5ZW2SBdws3WGQy_W7167T27lh-1MW7-sqV27rKvjbf7gJpTC04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:8px" data-hs-link-id="0" data-hs-link-id-v2="XxpBZhJ5" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/970717cf-linkedin-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3mtV9gMKy7Bz2VtN1hhTn-WTwdQW4rLRk81TYBDDW1szj1_1H76B4W60T7xd7T1NgGW8Rfx_K4TbRRgV4jc0S36Z8pbW7hcD0s4dJx1ZW4pnKCy8VdDr8W3tySgc3XJWKyW80pJNz4RFJ01W3Q8-4x6F31-fW7B13PN2V6vrhW2yvWxM278cp0W3HBb0b6WwQ-yW3-LVRj6l3GJ7W2sYFcC1b9gT3W11MXJl4wTxwzW9g_Xzq5RtH-3W8KlcJw2rV-gbW8TmQ8s1ggw7ZW3JLrqM2bfpPNW2Xf3Kc8H9g49W6_Ybv49kNsgGf7cLjTn04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:8px" data-hs-link-id="0" data-hs-link-id-v2="KF65hrfo" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/4c87f544-x-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3myN4xcljtSl8T2W1lh1MN3j77CHW7PdqnD4g0sPbW2cvTrR2Mr4rSW44rs_t6H8yqyW6qJCBc5Thl9cW54-WGg3s2h1DW46Hfzm65dcckW6jPKv97Kr379W4tGphT4YHs9tW2Chn3N7qd0ZWVScy7987Sm24N72Sbc8Sp5f-W495Lz777r8sWW3hhDDy4PQHzXW866V5Q4V8dJ7W7TDPyK3MVMMTW9j4b0L6ZdqMfVRXSgq1lLzQMW4zHrrC3V2Rt-W7JjFbF5CLZ1-W3sh-n02550VPW4QrWKK6M3wyQW4_KP6g7jzwrPf5lYmwY04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:8px" data-hs-link-id="0" data-hs-link-id-v2="bhBcKF5z" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/626b9aaa-facebook-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3mzM-YsXNchNzjW2CyTkF2k5VYVW2mkTjb6FvSPrVt6BJg4c8Lz3N2xKCrFpghVXVwD_F23CS08KN3qh6bfW9k6PW90XGml1pyq3mW74Y4Sf44XfdzW4fj83N6qCG_TN9dXpT-rs1LZW3KfYVw3k9P3CN5GJ3GQgC3KkW3g1WTx7sd32kW6_gByN88-PwFW5xC_Q38pRTJBW7gmfdm7lFw3gW54sCM-3G148LW2JYMbH3t444SVfVnsC3bKFHYW1z7vH032fVRdW7F4ZFQ7t0gPxW5dGBrp8kKbVVW4SKkjm97Q0BZf1cM2cq04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:8px" data-hs-link-id="0" data-hs-link-id-v2="8X8FTMoj" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/15ba1fb6-mastodon-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3pRVQDY5S7CV50-W81sJmC2fzCY6W7mSggG7qYpHtW1_rkKL5HLGZyW3ZcNs8184-7YW8QWD7q8x0zX8W8tRrFJ3Z2kNqVcC78G6j3kmjW5dbDFk4LhCzxW2jcRGh6kjLNtW6ynGLZ65pZDQW80-sqv7NdxPfW8GN3JV9lsghyW8BJXdG1p7yvGW6Yh90V7dhCc6W7Tt7TK6DX1dhW7JFxry6KfXScVJCGZq8QGQW_V66shs1ZWF8DW76y7f87TFKhJW1m01cR5pfGtVVNdd855vRqdcW2SwtZd43VDyrW2xSC7Y12mw3qf1Jb4fl04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:8px" data-hs-link-id="0" data-hs-link-id-v2="0UOJZmI9" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/6a48ca1a-threads-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3kCW3vB-_s6ptMSrW5Wm7zC1l7ZFRVf73CP4WjDLCVwnN8z6PBwkBV4Q5j590VcZQW3MsW2W50w-K_N4jxVh-cfT98W626gt48ksRqhN3KMN53FT4hZW2lPzmq1c2TJkVYwBrz1Kn4lBN1l3gdLtrHfHW3pF-Yd45_mwnN8m6V_Qv4XhZW4NcmBG3J_BpYW2_NV_553dXQGW53s8v56352vFW3XFnmn5XLb3sW2w__7Q2nXRzWW5NDsPy1j9p7RW87BW_J1s0LXYW2dh9Zb7P4xd2W2z27JZ7pm7x6VD8KnX7H_M7df3f1r9q04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:8px" data-hs-link-id="0" data-hs-link-id-v2="o6toNfvf" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/e6d84252-bluesky-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3mbW6rdz1g60MKSQW1Xh6cZ6l2dzLW8Qhyn87TkhzgW1R_Kz48CGBfqV6dK9P2Ktyt9VS284L3w9RPrW8f5rh570sVHlW4K9dgQ61RGSLW3Hyjcb1Yx0c1W6t5F1D86V_cSW8Fs2nQ3PSmXRW37XyY83gXwK-N2JtMmJP1nQyV2v9Ns5jH08rW1n_NS_3Ry-vTW5-rpNz6z7kBJW694FXq9k6VyLW6QjT8l5PWMS_VTm2v19g543rW29Trhx1SGMRpN4pXS-SbHyLjV3pDz89jTd0SW38BVJD4XJprLW76JFws1lJtrNW3Js_W41bm-SqN2x6H31T3CkHf8jwrjx04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:8px" data-hs-link-id="0" data-hs-link-id-v2="zyHANDsn" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/0ccdeb7d-youtube-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3qgz0W7Y8-PT6lZ3mRMtrB6WSmyFkW5zhr8F7_HpMCW31JKJl3hZb6NN4m5jB-TKH7mW4xs6TJ9hjx2zV8bHsM5XcN_1W3C7lPy18L8GtW1WphQm6CZm_7W8-yqFn7X5DnTW66Txyk7B4JB_N3McHW6Y9TSPW2FpR3P6PBfycW1NDxTB3clqQsW2By-Kj3cKD9TW8pGk9q5gxMf5W1jW3wp37rRD7W2dqx976Py2lrVs69Cq56dzRQN4LVtM6qGGFDW6QBPm7299gbwW8Wywv54H3ZzWVxXpbR4dxjvPW27pFNL6kv6ZwN1l9Dnt8G4QtW5Y4qCR1TLcN7W9ctztZ4PHYVwf1bkWvR04" style="color:#1a6fa8; font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; display:inline-block; margin-right:0" data-hs-link-id="0" data-hs-link-id-v2="SeTLz/R1" target="_blank"> <img src="https://cdn.thenewstack.io/media/2026/05/9161af5b-spotify-r12.png" height="36" style="max-height: 36px;width: auto;"> </a> </div> </td> </tr> </tbody></table><table id="sponsorship" 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;text-align:center;"> <p style="margin-bottom: 1em; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; margin:5px 0 28px 0; font-size:16px; line-height:1.5; color:#48607a"> The New Stack is a media platform for the people who build and manage software the world relies on. </p> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3qgz0W7lCdLW6lZ3q3VGp4V77PrgZ4VfZd3y5JYvnsV4jcF02V83dXW2RRCZ36y30C6W7VSmLJ7Qc86hW2cCqDy1rYJgzW7P0TLF6nz3YSW12NtxF7Y1pPJW8q3sRg9c57PPVPpcTM2M3XCRW3_kRZp13wwyjW4pz3qm26hhhjW7YfXl16G0M7xW4WX8X65Hl0jDW2j1hpm1Z7yNCW58n4hp4nv7pnW4_v6XK6n5JrNW1kvHqt2GrcB3Vvssjj6JppCRVRTr_b6Q_FqDW69S8Jx78SNCTW7BqnTh2Zwf97W2PxN_N3R0_24W3QKzKD6dcfTqf2qp5Ps04" 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="0" data-hs-link-id-v2="cpYbOnsu" target="_blank">Become a TNS sponsor</a> </td> </tr> </tbody></table>
<table id="footer" 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; margin-top:38px" width="100%">
<tbody><tr>
<td style="text-align: center; padding: 12px 28px;">
<p style="margin-bottom: 1em; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px; font-size:15px; color:#48607a; line-height:1.5">
© 2026 The New Stack. All rights reserved.
<br>
The New Stack
1111 6th Ave Ste 550
PMB 50938
San Diego,
CA
92101-5211
</p>
<p style="margin-bottom: 1em; color:#48607a; font-family:'Lato', Tahoma, Helvetica, sans-serif; letter-spacing:0.5px">
Not loving everything we send? You can <a class="link--default" href="https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-SGW4fRgFF2sB6J8W4mKfW63GK2qpW2-L4sd45GzMZW3QVbxN3R1v6lW1NjVMq3T3LqCW4fsHdR382F59W3jptnS1QfGQWW347dM9258n7YW1_5dct1NzxS1W2KltwY2HCrFKW3_XqdM328Ly9W3yX037252TmwW2PsKwf43FxnTW3H8bcf1NpQkgW2KPb6t4pl6XvW3fYHXR32n00mW2nGKh03D__SCW38Ccnc3W2JjFW4hKf0y2KHmd6W4mGlLV3VNnM8W32cfmb3d7KqZW2p8lRk3SBCNYW23r3Qc30h_KHW2-s_Mf211j6bW3NVS8y47RWdkW2nHvHh3VYXnsW3GK2MN1SdhQnW38lVYm2FM-26W2HWg162KJyGpW1Nz7x31_kGL1W2Rj_v947FttyW41Kr_c1LDhHjW2Pl5yQ3T0vbfW2MGPvg45mgc3W3f-Jxy1BGpdpW4tdHsK4kCFp0W23jVX_3NMh9YW43QdCC1LlG-DW1Q46GF362r7WW4cR3fh2G0h7QW2qLbdv4r7w50W2HSj944hsB2WW1NyjcQ3g99gGW2WfjKb234P3mW1ZqsXc2xKGXtW3Hdjkl3Kd6hCW3VNpnH2zNQQHW2p72TF2Pt66nW2YqCgf4rDfDzW2KY48D32sWh8W2WPQ9k1_4m4DW4pmLBh2TvmldW3jspdW4fyJwzW3_s3jr1Xqj29W238_Ty30FJYJW30ctFr3ZM30MW1QtLwj3_MPBNW49wCL13H3XMwW2Rmswl3-0Fdf0&utm_campaign=21092976-TNS%20Daily&utm_source=hs_email&utm_medium=email&utm_content=429496350&_hsenc=p2ANqtz-8tp1njnCEXt6VMIlWNVmcPbD_iVJHw_m6vD5z66zYOB4kiwYVl812nA4t7XTY9VT4ZEElg0jytF67xIS1tz3RFsNwbQg&_hsmi=429496350" 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="qjPJqCop" target="_blank">update your preferences</a> or <a class="link--default" style="font-family:'Lato', Tahoma, Helvetica, sans-serif; text-decoration:none; letter-spacing:0.5px; color:#48607a" href="https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-SGW4fRgFF2sB6J8W4mKfW63GK2qpW2-L4sd45GzMZW3QVbxN3R1v6lW1NjVMq3T3LqCW4fsHdR382F59W3jptnS1QfGQWW347dM9258n7YW1_5dct1NzxS1W2KltwY2HCrFKW3_XqdM328Ly9W3yX037252TmwW2PsKwf43FxnTW3H8bcf1NpQkgW2KPb6t4pl6XvW3fYHXR32n00mW2nGKh03D__SCW38Ccnc3W2JjFW4hKf0y2KHmd6W4mGlLV3VNnM8W32cfmb3d7KqZW2p8lRk3SBCNYW23r3Qc30h_KHW2-s_Mf211j6bW3NVS8y47RWdkW2nHvHh3VYXnsW3GK2MN1SdhQnW38lVYm2FM-26W2HWg162KJyGpW1Nz7x31_kGL1W2Rj_v947FttyW41Kr_c1LDhHjW2Pl5yQ3T0vbfW2MGPvg45mgc3W3f-Jxy1BGpdpW4tdHsK4kCFp0W23jVX_3NMh9YW43QdCC1LlG-DW1Q46GF362r7WW4cR3fh2G0h7QW2qLbdv4r7w50W2HSj944hsB2WW1NyjcQ3g99gGW2WfjKb234P3mW1ZqsXc2xKGXtW3Hdjkl3Kd6hCW3VNpnH2zNQQHW2p72TF2Pt66nW2YqCgf4rDfDzW2KY48D32sWh8W2WPQ9k1_4m4DW4pmLBh2TvmldW3jspdW4fyJwzW3_s3jr1Xqj29W238_Ty30FJYJW30ctFr3ZM30MW1QtLwj3_MPBNW49wCL13H3XMwW2Rmswl3-0Fdf0&utm_campaign=21092976-TNS%20Daily&utm_source=hs_email&utm_medium=email&utm_content=429496350&_hsenc=p2ANqtz-8tp1njnCEXt6VMIlWNVmcPbD_iVJHw_m6vD5z66zYOB4kiwYVl812nA4t7XTY9VT4ZEElg0jytF67xIS1tz3RFsNwbQg&_hsmi=429496350" data-hs-link-id="0" data-hs-link-id-v2="SFRZzEXk" target="_blank">unsubscribe</a> from all email communications.
</p>
</td>
</tr>
</tbody></table>
</td>
</tr>
</tbody>
</table>
</td>
</tr><tr></tr>
</tbody></table>
<style data-ignore-inlining>
@media (prefers-color-scheme: dark) { #_t::before {content:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?rd&i=166700298342');}}
@media (prefers-color-scheme: light) { #_t::before {content:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?rl&i=166700298342');}}
@media print{ #_t {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?p&i=166700298342');}}
div.OutlookMessageHeader {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
table.moz-email-headers-table {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
blockquote #_t {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
#MailContainerBody #_t {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
</style>
<div id="_t"></div>
<img src="https://ucet9bs2.emltrk.com/v2/ucet9bs2?i=166700298342" width="1" height="1" border="0" alt="">
<img src="https://newsletter.towardsdatascience.com/e3t/Cto/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4W3Z5qYt3CH9-11p2" alt="" width="1" height="1" border="0" style="display:none!important;min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important"></body></html>
Plain Text
Plus: Microsoft is building an AI stack it doesn't fully own
View In Browser (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r945m_5PW69t95C6lZ3ltW1ypzJM5Y7cBYW4Mn27V7XSNTHW2Kvsph1l5h4sW2Yw9ML2ys3xfW1pmV9684hK47W663YsC4K7ZWfW3ZGJCh8QMNR1W48vJCn8JsdYjN7njfTVl1ddFW6sRx-K8jYlmDN4TLDfHYs9tVW80xLJx5vC3PgW220vLr6Q87c6W3BzxNj57bVp4W3yyptw91RbcDW79vRr794lMzWW4xmbl52yMcmXN1mP7jbflKb4MTMH5nnLCzqW26yhvG69G0T0W6X03hJ8YF4XcW2lWtxj8N-mkTN7w1hNYl5B70N5GFgNlp8ZYLVZckQt4c5pWZW7JMVcQ6jN1ZHW6NyD9n4CcQskW95nf607DMVRWW29qYjg4Pp46mW7TvTd570t7lhW2r78kx96FwjvW7N3_4z7XmPXGW77jWGY7lf6_BW8fwsNv8jsSh-W3-rlkL3vHqfQW6T7SRk2Wgzt8f8qbbHW04 )
The New Stack Logo (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3prCCW6N1vHY6lZ3lFW7h1pN567xpYQW4cGvh95HZVCQW9c9kpN6Mzg6pW7gmhsX3B3j9qW7k296J8dLcYRW6_sHyN8fMlc-W6DxymM73BZtxW8907VR7GTkZ0W4Kxks98WtvS3W8jx32N4ppysRN7n1WKf78kbMW2tfJdS54PRt-W6jxqcP1YxyyBW8pj1542LqF6gN7T7Ppnk4WnTW7SyZt734BJ3VW3VdDCT1zpWfnW379CBQ1mgz_4W5K7ftQ3PylqTW3p7_021csn6kW94Zhc04ZfgNtW2MY9sf1ngDgff7VjVMH04 )
July 22, 2026
Together with
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3prCCW6N1vHY6lZ3l1N3_R3C3_l649MN2t5Y9_wngW139-mp86XRSQW58x1-M36cCVcW1JGFjK8h6xSHW5VjTGb6gKKMsW7nPXzC6KV6HrW7M1DNX3_-xcbW8KFXfm55PbjbW2fyV2D4-QBBDW3RD3jb80Wr6WV24ZkV8xm4zFN7SyCTLhT5-HW2HVKQF7b8Y64W4xf0D_7N-mVWW5n5sR66kQ7fmW6z-xn66P7Fk_N8Gm3QwK6QG5W7Rd5CR342XPHW5XRQRy2GBh0VVRlGWX8ty5lyW4-6f686khDXRf3ycrDq04 )
Google just shipped 3 Gemini models — but not 3.5 Pro
Google on Tuesday launched three new Gemini models: Gemini 3.6 Flash, a cheaper and faster 3.5 Flash-Lite, and 3.5 Flash Cyber, a model optimized for cybersecurity use cases that generally outperforms Anthropic’s 4.6 Opus (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5rbg3prCCW8wLKSR6lZ3lsW9bWXT46558B3VnFsh02D7lcQW3Sm7--3sh0_BW75npHV8CMQRHW3nHdB61p3jpvN2vXdbct9__kM5yTFL96gqwW55jPzg597D7XW8pDsv-6KbTkBW5K7YqX68GxxDW4lHNdD4bbRsFW7ftXDb3NLDt_W4DP6DV6p3pTtN8j44JN9cdWDW7HVx9G18B1lxW2FDhcV7fhpt5W2X9hSw1s5HSkW6fjdgJ68QsHpW6b36hp7F7MKDN3JX04PqgSHHN1KwYjpZWkyWW17bk718GZgF9W1BTBTb4nRH2kW1BbD818F8NNdW1gF_vK2CmV3vW6KpM6h2b8NkzW7GzCRH4FWLwCV-YMQc1BBptpf98rK0C04 ) model.
But as Frederic Lardinois writes in today’s lead story, what is sorely missing in this lineup — and is now weeks past its promised launch date — is 3.5 Pro, Google’s latest flagship model.
Google first announced 3.5 Pro at its I/O conference in May with the promise of launching it in June. Google says the Pro model is “currently in testing with partners” and that it plans to make it broadly available “as soon as it’s ready.”
Go deeper: Google ships 3 new Gemini models. Just not the one everyone’s waiting for. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5rbz3prCCW95jsWP6lZ3n6W3cSQy86Ll_RmV_t9CP6zf5krN5fZ1vcSnrq_W5KWZ876KJKgsMrb-dHP6CCpMPMdTK9Hcp3W3bzgwy7lbVkjVJz6fm5qPY6ZW7BXdWd3KXqDpW2wM6d57s_wB1W5ZwJkL95cx4jW1HbT0z6mBZ0zW6FC0mF587j0GW9m5jM26tnHxbW2sqG883Dw8dDW2M3P9L8G-xSVW6R4SML1bnQX9W4hmZ6c24DWfNW4Sz6_j7LWcHpN9bvLcSJdBn6W5FdB762gJsVfW8QCGrY1WSsrQW4bv4r18dxkDcN3Jt3Jwk5KqQW5D-0JB8PbG7zM9DBLNL72chW7hfdjK2B_L34W8NZxvm7tvkLLW57zDnB3Vm14DN1TZQ9VBp2kTdBK3nx04 )
More fresh reads from TNS:
▹ Block built a Slack for AI agents — and gave each one its own passport (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3lRW1Rdfs429XrhqW5bcLhB3PvG4QW7CgCwD3lRNlJW5KNflP5CvRNLW5bZk2y6Clbj4W8MPf7l8Pb13nW3GTrMr4v3clyW1l06_17s_yR2VjZpC66QcF51N7PVfx755PWxW3mbCLG1xMXsTW1Kxtgf7D0LlNW7K7nZF6By1T5W8txz-h6h1DrgMqs3DPYpzCYW8P39BB2qCTP6W28XmZf4wxw0tW76B30p6FZ3YWW4pqcTM93b4SCW8F9VdV4WZPHzW12hNXh2lcm7xW6BDQTS1PqThpW689Zcz96LFf3W3vYmLC7l7QKhdDxMBK04 )
▹ Microsoft is building an AI stack it doesn’t fully own — on purpose (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3prCCW7Y8-PT6lZ3lYW4K4N8x8MHBGHW7QZKSV5F3rb8N5SjllXT77YSW2ZPPTN7zf9PTW98Xm7Z61j_n-N4t-5-SxVm54W5RY5CR4fZRSxN4_rrwjQVWj5N6Cb_RPgMSQLW3DfdMY8gm3BLW4WgXVP6MvC4JW5sFXrl5cp5yMN60Z7_P3TyT3W3Y3WgM8F11SPW8-dG9Z8wZGQsW8J3sKR5Ddhb6W2Wsrxg2WgY34N8DTP9JsCHltW6sd81w5bBfxfN48sdZ1nbBfYW6qH9bD1mjbQ7V9GZfw317P2qN7gnxw0k0X1qN4KD1XZYwD_JW3yh7C08qWSvhW815CRj3SvtP1f6jjKcq04 )
▹ Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3mCW4lx3216d919mW8hCnvB8kKqCPW9kpM0t1-5xdQW4n1bTg6B0QgpW5Bgr1695ZPXvW5Pfp143G_XX-W78ysjY5XY0bWW36xchp5-lDhlW1ydJ876RzNfgW1V5WNS6DymMBW1XwMcL2wFx6BW3ljmrZ8GtP5XW3DgfZs58hBW6W1q4L2z2dl6yqW4M02w78553_SN14XSjlxSvpGW8y1WHf2bNxZlW4n87ln7073V_W52FYc_2VCwl6N8-t2PRFMqw4W6Hqt1K99hqzGW1FdD5H1PGty0W8Tv1zn3dl53gW86vdQ06DtWjBf5CMmC-04 )
💡 On July 23, Chas Clawson, VP of Security Strategy at Sumo Logic, will lead a live conversation and share a practical framework for SecOps teams working to get control of their signal-to-noise problem. Register to join this free conversation (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3gP0xW7Y8-PT6lZ3nBW2T603K2zpjMnW5cfgCw4p7TrSW2jBJPn4sdst9W1Hltk_4Yzz9fW26YB9f6BRCywW3BK52w9dBFh2N1zvQqcS-PlwW4MzyTR29lpbbW2WGT7C7C4MxqW2sb-db3_YcscW1bVngt1sXYV9VRbQdg7Wj1w2W55dfZJ8s_ngSW7FB2YZ3pnDlLW6Mv7X55tZRNwW6c5hsR36s4WdW55HxTs5QW2yfW1pGY995pZY-LW2Y8Lyn35ncW9W8RHxl48wqKpPW5VSz4v3-GQCRW4NdTpr8ZZZp7W2X5qn67nL0tNW3mysq68pXkq6W75GQLP7rzq7mN8SZQ1RfyZxJf2q1dmq04 ) .
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3n_V1y_qt2669HrW3nxBJR63yL60VhF9893SkDglN5Qd5yLTJqBbW6rNf051kHtSbW1m_MKv3m69K0Mhn1QCd8rylW32pK0d4dS3cwW1R7qD-1McpqXN2kLwnX-1FfyW2Cy_cZ7CXzHPW17_HHV9ctjNDW1zR5b66Q4Gh-W6GDLn24DFZk1W5sj9cb21K9ZbN1m2Npp-6nfhW3_l2q22BxDF8MSzb9g9gK_xN2KLF3p6NT24W1-cb5b7966ltN7-qgJsHP2FKW2Ptp2-3L_7sxW36RPSy4PmWb6W7MKZ-P7wNLS-f1JyX2804 )
The #1 mistake SecOps teams make with AI, according to an ex-NSA red teamer.
Chas Clawson ran Red Team assessments at the NSA before architecting the SIEM stack for a federal security operations center. On July 23rd, he’s telling us what that taught him about AI, alerts, and where most SecOps teams still get it wrong. Join us live (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3gP0xW7lCdLW6lZ3p8N2Ps3YYdgbx8W1nmsjW7QXwTfW38MJnz1N58JrW6CPs3q4vyhBVW8X0ZV11N1fhKW4j4v017tfrmpW3tWncp77-ksTW8TrlVg8pg6lZW6MC6Y12LZ1DTW8806_C2YhH1TVVYgVp64WVJKW77BGDb7_xV-XW58jQ8b31qkjYW99TXDM7XPs0pW5Lrm-Z62PpdBW1zMmGy1vyDh7W1YzcRZ66_7xSW4MjNz-4jsB2WN4G4CynlCw_jW81LFhW6YPXq1TWNS38zSMgCN5lhqyTxtfYLW2Tf8k81wBqXhW1lTj1k28BmjDf676nx804 ) for the practical framework.
Claim your spot (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3gP0xW7lCdLW6lZ3p8N2Ps3YYdgbx8W1nmsjW7QXwTfW38MJnz1N58JrW6CPs3q4vyhBVW8X0ZV11N1fhKW4j4v017tfrmpW3tWncp77-ksTW8TrlVg8pg6lZW6MC6Y12LZ1DTW8806_C2YhH1TVVYgVp64WVJKW77BGDb7_xV-XW58jQ8b31qkjYW99TXDM7XPs0pW5Lrm-Z62PpdBW1zMmGy1vyDh7W1YzcRZ66_7xSW4MjNz-4jsB2WN4G4CynlCw_jW81LFhW6YPXq1TWNS38zSMgCN5lhqyTxtfYLW2Tf8k81wBqXhW1lTj1k28BmjDf676nx804 )
TOP OF THE STACK
Single-pass AI code isn't dead, but "high-reasoning" is the next frontier
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3l6W97R9Gy6yY2SVW5d398K2PLL-1W21L8tM6nRySgW1yY-ZZ425q5gW3CMxny64sj4wW7zHKyC9kDG2GN3_M2YdhRpgXW4FXf-558bvvjW1K_59P5mKn0xW8kx0pN8BtSwDW3wvLPt43l9gLVh_12W1_V2P7W32bQsd7D6hXmW1bSbfq7n-vQ9W7YcwdD1dHHTvVKncYs487ljyW5gWS0T1xgPRDN4v4HxnJhk98W2Xs__T3wSyxyW6qkMgg9lkQSzN4zVWkLX-JShW2GBtJF679SFFW3Z2YhC6lTNlQW81fqPJ1B-zcvf7S6pH-04 )
Featured image for: Single-pass AI code isn’t dead, but “high-reasoning” is the next frontier (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3mCW4lx3216d919mW8hCnvB8kKqCPW9kpM0t1-5xdQW4n1bTg6B0QgpW5Bgr1695ZPXvW5Pfp143G_XX-W78ysjY5XY0bWW36xchp5-lDhlW1ydJ876RzNfgW1V5WNS6DymMBW1XwMcL2wFx6BW3ljmrZ8GtP5XW3DgfZs58hBW6W1q4L2z2dl6yqW4M02w78553_SN14XSjlxSvpGW8y1WHf2bNxZlW4n87ln7073V_W52FYc_2VCwl6N8-t2PRFMqw4W6Hqt1K99hqzGW1FdD5H1PGty0W8Tv1zn3dl53gW86vdQ06DtWjBf5CMmC-04 )
CloudBees and Sparq leaders debate whether high-reasoning AI coding models are worth the cost, or if single-pass tools still do the job.
Ask an AI model what comes next after “bacon-double”, and the return is fairly unanimously "cheeseburger." It’s a pattern-matched, single-pass output for the user, and it’s the one that we expect. Above digital burger joint simplicity, we enter the world of high-reasoning, where multi-step problem-solving...
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3mCW4lx3216d919mW8hCnvB8kKqCPW9kpM0t1-5xdQW4n1bTg6B0QgpW5Bgr1695ZPXvW5Pfp143G_XX-W78ysjY5XY0bWW36xchp5-lDhlW1ydJ876RzNfgW1V5WNS6DymMBW1XwMcL2wFx6BW3ljmrZ8GtP5XW3DgfZs58hBW6W1q4L2z2dl6yqW4M02w78553_SN14XSjlxSvpGW8y1WHf2bNxZlW4n87ln7073V_W52FYc_2VCwl6N8-t2PRFMqw4W6Hqt1K99hqzGW1FdD5H1PGty0W8Tv1zn3dl53gW86vdQ06DtWjBf5CMmC-04 )
WHAT ELSE IS NEW?
CHAOS
AI Infrastructure
Moonshot launched Kimi K3. Then demand shut down subscriptions in 48 hours. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3prCCW7Y8-PT6lZ3mpW798PTF70n9jHW5VNhCd4yxW77W4cygyt7DqKWMN3PCF1ZWTNr7W6b_BKs94dbpMW1ytl1s2Wz-LqW5Q91H22T-7mJW4BK_DP93rkBbVz9Xvk4xQ4S7W7Xs91Z52SkKVW3qmP6466j60DW7xh_Hl4TWSxYW7xwH8z2hr45HW88Cd8R7_Vvq8W7RTF9d5v4ql8VhrwrS5YY-CyN3Cdxl7_34y8W53Xlmc3Yb3vCW7p9t3M4vxVvcW2NYgVK1y4pwgW3kh8PX3CCV0_W37GBX44fY8y8W5qpLlF7hTF7RW78mCHg8Xr-GDW98vHZ_5lQx85VxCckT56VShcd2tLhF04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3l6W94_PMQ1WL4fBW8YRZd18WScd4W3xQ3qn8LvQrsW5wn0cL5Jt7FrW2wg9wD8FJhczW5x0X1X6Td-hkW14mv6G2CCYYWW8lKKrT6hj1DvW5ySV2q3_VqC8VH_PxB6rLBlFW7y2T701f5kW_Vx3YGZ8wlKZ5W5dWF9h3zQkf6W2fSywT1cMgQnW2pBw6v2Z2yNgVvFLjm8v4TGfW4SZgV68sctwmW5W2wQC8kvGCYW6r1Mxl8pxzQvW8nWL6P3ksWlMW6zYKq43vRpMDW7JSxG64FZYPWW26b9KT3NbctgW71wJjx9fghJ3f42BvhK04 )
INFRA
AI Infrastructure
Microsoft is building an AI stack it doesn't fully own — on purpose (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3prCCW7Y8-PT6lZ3lYW4K4N8x8MHBGHW7QZKSV5F3rb8N5SjllXT77YSW2ZPPTN7zf9PTW98Xm7Z61j_n-N4t-5-SxVm54W5RY5CR4fZRSxN4_rrwjQVWj5N6Cb_RPgMSQLW3DfdMY8gm3BLW4WgXVP6MvC4JW5sFXrl5cp5yMN60Z7_P3TyT3W3Y3WgM8F11SPW8-dG9Z8wZGQsW8J3sKR5Ddhb6W2Wsrxg2WgY34N8DTP9JsCHltW6sd81w5bBfxfN48sdZ1nbBfYW6qH9bD1mjbQ7V9GZfw317P2qN7gnxw0k0X1qN4KD1XZYwD_JW3yh7C08qWSvhW815CRj3SvtP1f6jjKcq04 )
by Amanda Caswell (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3l6W94_PMQ1WL4fBW8YRZd18WScd4W3xQ3qn8LvQrsW5wn0cL5Jt7FrW2wg9wD8FJhczW5x0X1X6Td-hkW14mv6G2CCYYWW8lKKrT6hj1DvW5ySV2q3_VqC8VH_PxB6rLBlFW7y2T701f5kW_Vx3YGZ8wlKZ5W5dWF9h3zQkf6W2fSywT1cMgQnW2pBw6v2Z2yNgVvFLjm8v4TGfW4SZgV68sctwmW5W2wQC8kvGCYW6r1Mxl8pxzQvW8nWL6P3ksWlMW6zYKq43vRpMDW7JSxG64FZYPWW26b9KT3NbctgW71wJjx9fghJ3f42BvhK04 )
SHIPS
AI Agents
Block built a Slack for AI agents — and gave each one its own passport (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3lRW1Rdfs429XrhqW5bcLhB3PvG4QW7CgCwD3lRNlJW5KNflP5CvRNLW5bZk2y6Clbj4W8MPf7l8Pb13nW3GTrMr4v3clyW1l06_17s_yR2VjZpC66QcF51N7PVfx755PWxW3mbCLG1xMXsTW1Kxtgf7D0LlNW7K7nZF6By1T5W8txz-h6h1DrgMqs3DPYpzCYW8P39BB2qCTP6W28XmZf4wxw0tW76B30p6FZ3YWW4pqcTM93b4SCW8F9VdV4WZPHzW12hNXh2lcm7xW6BDQTS1PqThpW689Zcz96LFf3W3vYmLC7l7QKhdDxMBK04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3lkW2GRcc04t2ZR6W6XttBp3mzWRCW51-CMM8Prs_rW6hP1Ww5fSKQQW1DcP7856P-HxW28MXCr88-DYWW3R4d928yTkD6W4FxDb97KJl6vW1tCQnt8ztjqPW4FZl1d2ZjdZ8W8dcTrP7ksb3tW7NWDx97ll74lV2DrWX3Gb20VW7zgdGb7FPjzSW4J6Vpy2_qfTQW474gBK9jdLLBW7LGvDj5FdCjMW5zM4446LG1LzW6xwZpw48BB3PVLFhQ75MMC8bW26vK0f1HgDRNW52PSg93TxxKlW76252s7YRN60N52YLR54rQGvf9kXk_K04 )
FLASH
AI
Google ships 3 new Gemini models. Just not the one everyone's waiting for. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5rbz3prCCW95jsWP6lZ3n6W3cSQy86Ll_RmV_t9CP6zf5krN5fZ1vcSnrq_W5KWZ876KJKgsMrb-dHP6CCpMPMdTK9Hcp3W3bzgwy7lbVkjVJz6fm5qPY6ZW7BXdWd3KXqDpW2wM6d57s_wB1W5ZwJkL95cx4jW1HbT0z6mBZ0zW6FC0mF587j0GW9m5jM26tnHxbW2sqG883Dw8dDW2M3P9L8G-xSVW6R4SML1bnQX9W4hmZ6c24DWfNW4Sz6_j7LWcHpN9bvLcSJdBn6W5FdB762gJsVfW8QCGrY1WSsrQW4bv4r18dxkDcN3Jt3Jwk5KqQW5D-0JB8PbG7zM9DBLNL72chW7hfdjK2B_L34W8NZxvm7tvkLLW57zDnB3Vm14DN1TZQ9VBp2kTdBK3nx04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3lkW2GRcc04t2ZR6W6XttBp3mzWRCW51-CMM8Prs_rW6hP1Ww5fSKQQW1DcP7856P-HxW28MXCr88-DYWW3R4d928yTkD6W4FxDb97KJl6vW1tCQnt8ztjqPW4FZl1d2ZjdZ8W8dcTrP7ksb3tW7NWDx97ll74lV2DrWX3Gb20VW7zgdGb7FPjzSW4J6Vpy2_qfTQW474gBK9jdLLBW7LGvDj5FdCjMW5zM4446LG1LzW6xwZpw48BB3PVLFhQ75MMC8bW26vK0f1HgDRNW52PSg93TxxKlW76252s7YRN60N52YLR54rQGvf9kXk_K04 )
TAKES
Databases
Kubernetes made deploying easy. Nobody warned you about the databases. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9-3prCCW7Y8-PT6lZ3kxN7vzlD95BNkKW3XHldD3L731wW5Fp__634mpgyN37PZl7XHVDLW1mT4zq8yxn8YW66k2RN55QCLXW40N5TF13b0V7VPkZSF6rHKMrW8kT5Sb4zRhF2VRq1RN7W5xK5W4tCj5X5yKdxFW1MC_-T5Flzz7W3xJFq73pRwQfW5KPPPy1M14t4VJMz6T1xn4YxW8R16FZ7MgG33V3qCK13XFpYVVPd-Qx6ZCwnnW6rqLV33DP3McW8XR1Kt4x2t5wW5ywgFZ96KLdWW6Y4j5j4f7-mRW3tfq6Y6PZz50VksdT-79HmJ8W2yCDZ97gwkcNW6V73tK7gDy-7f1rqsY-04 )
by Oliver Wolf (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3phTMwxZ6Z_G0lW1gY8Qy1Fsd7kW43HVKy1dB_t9W8LmzMg7TPq89W8kjf5R1Y3HD5W5_v7BK6Fjn1sW5T96Sl2L9fK5W8xjLcX3z3QtlW2Ks8nZ3DLCK9VDkB8R3CK43PW2KWmqD7v0NMGW4gbtFJ4qn_28N1FpK_kR1sR0N3Vz6TBrGtzxW88MwZM662L5xW2ZYW4q4NWXSrW3y5fnl19NbWvW3C3Z0h9cc2tPW6D20Jf6y-xk0W3Kz2SY5QMKZwVdYSjZ2fmF69W4Gh8GP3MVT5sW49HjGW6kN60fV87NLT1hsp8cf6SvnHs04 )
FROM OUR PARTNER
Is your SOC ahead of attackers?
Mate Security’s agentic SOC solution investigates all security alerts, automatically closes up to 85% of false positives, and reduces investigation time to minutes. Scale your SOC to operate at machine speed.
See Mate in action (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3prCCW6N1vHY6lZ3l1N3_R3C3_l649MN2t5Y9_wngW139-mp86XRSQW58x1-M36cCVcW1JGFjK8h6xSHW5VjTGb6gKKMsW7nPXzC6KV6HrW7M1DNX3_-xcbW8KFXfm55PbjbW2fyV2D4-QBBDW3RD3jb80Wr6WV24ZkV8xm4zFN7SyCTLhT5-HW2HVKQF7b8Y64W4xf0D_7N-mVWW5n5sR66kQ7fmW6z-xn66P7Fk_N8Gm3QwK6QG5W7Rd5CR342XPHW5XRQRy2GBh0VVRlGWX8ty5lyW4-6f686khDXRf3ycrDq04 )
FLOW STATE
TOOLS
15 monitoring tools every DevOps team should know in 2026 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3gP0xW6N1vHY6lZ3lNW7Df1pJ6tJw2rW5F85pb8NzjSGW7JXQC573qjr9W1pdrDW6wpxcSW2z32v77Qxrm9W476wYd3sWz1XW1pKQls6ZBHb2Vs1Tfc8sDBJxW4T7lpx8zysH-N7TRFDvF7g2ZW5LxHr87bMBJjW7ZK7Sx1VwWxmW3mjrb48qbGtTW2gT_KG6WD6LLW2D5wsd58YZcwW38JFmL6k9KkgW98QLnt5JX5LbW6FJBKx3KVyxxW4K508Q309dsfW2bcYkn4wLRtqW170FYh4wkPlLV44D9-3xGrdtf54DdgH04 )
One day your app runs fine, the next you're buried in alerts and angry users. This guide breaks down 15 must-have DevOps monitoring tools, their features, pros, cons, and pricing, so you can pick the right stack before the next incident hits.
Explore the guide (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3gP0xW6N1vHY6lZ3lNW7Df1pJ6tJw2rW5F85pb8NzjSGW7JXQC573qjr9W1pdrDW6wpxcSW2z32v77Qxrm9W476wYd3sWz1XW1pKQls6ZBHb2Vs1Tfc8sDBJxW4T7lpx8zysH-N7TRFDvF7g2ZW5LxHr87bMBJjW7ZK7Sx1VwWxmW3mjrb48qbGtTW2gT_KG6WD6LLW2D5wsd58YZcwW38JFmL6k9KkgW98QLnt5JX5LbW6FJBKx3KVyxxW4K508Q309dsfW2bcYkn4wLRtqW170FYh4wkPlLV44D9-3xGrdtf54DdgH04 )
AGENT
Why every AI agent decision needs a receipt (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3gP0xW7lCdLW6lZ3mwW8ctfgD3j1fk1W5ss1bV6fnWcQVybcZh3T-2cpVNdYWV4fqKhyW6yD5Y44fj3hkW6FPZV97H8K4DW405v6V1FJl6YN1zjxTk5JmqfVgcvGg414_BrN48lbHn-mHxRW3tjV7T6mCnldW8LfzG35QRZw4W1pXvxw3Q43DCW3VVKGz4gKsKTV-L6mJ8Lk6dWW8ZyfYy1gWkMnW7TxM1_7vFkqKW6g0scx5g02ljW3PY70G70s8h7W7_h9-M1RjHJ6W8ChlgG6TV7zMW4C8p_R56yb0dW3Nhzpv3F_4GDW3FpMGj7BFHblf1KbFxC04 )
AI agents need more than raw data. Learn how structured evidence packets ensure trustworthy, auditable, and verifiable AI decision-making.
Read more (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3gP0xW7lCdLW6lZ3mwW8ctfgD3j1fk1W5ss1bV6fnWcQVybcZh3T-2cpVNdYWV4fqKhyW6yD5Y44fj3hkW6FPZV97H8K4DW405v6V1FJl6YN1zjxTk5JmqfVgcvGg414_BrN48lbHn-mHxRW3tjV7T6mCnldW8LfzG35QRZw4W1pXvxw3Q43DCW3VVKGz4gKsKTV-L6mJ8Lk6dWW8ZyfYy1gWkMnW7TxM1_7vFkqKW6g0scx5g02ljW3PY70G70s8h7W7_h9-M1RjHJ6W8ChlgG6TV7zMW4C8p_R56yb0dW3Nhzpv3F_4GDW3FpMGj7BFHblf1KbFxC04 )
LOOK
AI hasn’t shifted the bottleneck from coding to code review (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3gP0xW6N1vHY6lZ3m2W6KhxZV7VqKQXW2QPNd67MTDScW3MTwwn7yVsDbW4XVgFN9c5M1kW8NZG7k6cBHkgVF0q6c5-3cGpW5r1v_L2tBPr9V_LTXw6KZSfgW8F5G0Y4kfJyvN4tlV2v-qq5kW87lMgk6CgrsZV35Ld-71ptm5N2zJ-V1C951QW98dLLM6fJX69W11tSh33L_tHCW2vD27V2XJyt8N2M7ZrgqZd0WW5VSTSc143QJkW5S09-y2CK51WVDxrbw6zwH0HW6slKLt46nq5PVxywDS2BptYjf2HcYM004 )
Think AI shifted your bottleneck to code review? Think again. The real issue is downstream deployment batches blocking your value stream.
Take a look (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3gP0xW6N1vHY6lZ3m2W6KhxZV7VqKQXW2QPNd67MTDScW3MTwwn7yVsDbW4XVgFN9c5M1kW8NZG7k6cBHkgVF0q6c5-3cGpW5r1v_L2tBPr9V_LTXw6KZSfgW8F5G0Y4kfJyvN4tlV2v-qq5kW87lMgk6CgrsZV35Ld-71ptm5N2zJ-V1C951QW98dLLM6fJX69W11tSh33L_tHCW2vD27V2XJyt8N2M7ZrgqZd0WW5VSTSc143QJkW5S09-y2CK51WVDxrbw6zwH0HW6slKLt46nq5PVxywDS2BptYjf2HcYM004 )
How did we do today?
ALSO FROM THE IMG FAMILY
More communities worth exploring
Insights from the brightest minds in data science, machine learning and AI.
Subscribe (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3prCCW6N1vHY6lZ3nNW333bbB5M44g1W6CdG2d1-4DwvN4FshPk6vG4KW5kvRCN2qr6P4W5SrbdG7YGhYKN3z6Xj2f09vWW10mgH92CksQnW34nfBj7tC09xW9jN5kg6bY1l9W8J0w_j6k-F7bW5b2S7L95zp_CVp-FF811jhWTW3L98Yx4Jx1vCW8XHCZw7mDf2qW47PQxP82RVQHW5CDx8k3MP_y_W1fB5bl5xfRJzW7llvwf1s2X9zW7T28w55cJRxsW8HzPmj8sZZ4bW5QcVhQ7tVrBHVySrLf18VGs0dXbZgC04 )
Community-powered role and skill-based roadmaps to guide your learning journey in tech.
Subscribe (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3prCCW6N1vHY6lZ3nkW4VYFBT86dTdmW6xFLg345V3ZTW5-jW3N3S-BdSW5j7FpK4Ghk_qW8r38jp2BPv0QVW8-h-4GDYbLW1vBL143gM9QZW3FPDQ_32KT1LW2W3Y3x9gMjmGW4Np09j8-6mppW2w0bzq10pdFMW29B35s8SMJ-zW8tHQkt1l9v6wW4xCfGP12Y79CN6lNSxw56Xq4W7tHgmw27pkCKW6T4hgf3ntHslW8X7qDY6m_yyvV2RFDv4xRfybW4zdQZh6lW03GW387S949dr_B1W7pF_LC2m0PKpf5Syp6C04 )
A modestly upbeat breakdown of what's happening with tech, business and power.
Subscribe (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9n3prCCW6N1vHY6lZ3mCW6Mt9Q768h1VdW735QQS5-bhQ_VfkGxC8q-v8mW6-wwTx9030nbW22S4Rd3M8sbfW8j_phQ19mLDtW1JC0g17dwByRW7ZqZVY3pXZ5dW5nq9jV8x-X2HW8hJ-qC26xstSW2B6pwB8HVDzjW6vCBCM4_yDfrVZFScT7vl6lHW3BPkxD26sybJW2Bg7n25TLXmLVXr3Qv3h7S4kW5ZvSRd1_xRxvW3HTFbH3WVTvxW237F_j47Lf52W8H44194BXjSGW5hKS7J2chvcqN1SqTQ-1sDlBf15hv3z04 )
Join TNS on your favorite platform
The New Stack is a media platform for the people who build and manage software the world relies on.
Become a TNS sponsor (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX78zx2WSylPW6xxCpH5JdkLrW3_3yVc5RNGg4N3Z5r9H3prCCW7lCdLW6lZ3n3N4DkwmhkfLhCW6pmz_W6wlvFDW6c66Yw1XnDjFW5c7wDS2nxPzMW5cpC-X3vCQbFW9l-4k97VZRKHF90LmH7mw5WW1VnWBH91TQgkW4gyP_71Ykqh8W23hHYb180y69W8gxkc994d-XTW1ykwyp2RqVNcVGrrJq8cz7TtW8Lc3xK3BYnHQW2Hpxyq6_r48gW8n_w2R7cjfpPW2bBR1k7NTFHxN8D-dnzc5ml5W7mWtgx1HXryPW6vcNf-7hCG8YTNnDc4XyxD1W6l46px17fM-FW6_cQ6Y7pBL4vW8cBnFd4w_Pd0f5xScZv04 )
© 2026 The New Stack. All rights reserved.
The New Stack
1111 6th Ave Ste 550
PMB 50938
San Diego,
CA
92101-5211
Not loving everything we send? You can update your preferences (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-SGW4fRgFF2sB6J8W4mKfW63GK2qpW2-L4sd45GzMZW3QVbxN3R1v6lW1NjVMq3T3LqCW4fsHdR382F59W3jptnS1QfGQWW347dM9258n7YW1_5dct1NzxS1W2KltwY2HCrFKW3_XqdM328Ly9W3yX037252TmwW2PsKwf43FxnTW3H8bcf1NpQkgW2KPb6t4pl6XvW3fYHXR32n00mW2nGKh03D__SCW38Ccnc3W2JjFW4hKf0y2KHmd6W4mGlLV3VNnM8W32cfmb3d7KqZW2p8lRk3SBCNYW23r3Qc30h_KHW2-s_Mf211j6bW3NVS8y47RWdkW2nHvHh3VYXnsW3GK2MN1SdhQnW38lVYm2FM-26W2HWg162KJyGpW1Nz7x31_kGL1W2Rj_v947FttyW41Kr_c1LDhHjW2Pl5yQ3T0vbfW2MGPvg45mgc3W3f-Jxy1BGpdpW4tdHsK4kCFp0W23jVX_3NMh9YW43QdCC1LlG-DW1Q46GF362r7WW4cR3fh2G0h7QW2qLbdv4r7w50W2HSj944hsB2WW1NyjcQ3g99gGW2WfjKb234P3mW1ZqsXc2xKGXtW3Hdjkl3Kd6hCW3VNpnH2zNQQHW2p72TF2Pt66nW2YqCgf4rDfDzW2KY48D32sWh8W2WPQ9k1_4m4DW4pmLBh2TvmldW3jspdW4fyJwzW3_s3jr1Xqj29W238_Ty30FJYJW30ctFr3ZM30MW1QtLwj3_MPBNW49wCL13H3XMwW2Rmswl3-0Fdf0&_hsenc=p2ANqtz-8nh2TjCuHJ8C6O7PtpQF-7XL8-PYy6LLLcbd9aTsyVAuh-K3BtXEw5U2pJ1DCar5Owb5RMr-vhhGY7x0OnoqaGvmETkw&_hsmi=429496350 ) or unsubscribe (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-SGW4fRgFF2sB6J8W4mKfW63GK2qpW2-L4sd45GzMZW3QVbxN3R1v6lW1NjVMq3T3LqCW4fsHdR382F59W3jptnS1QfGQWW347dM9258n7YW1_5dct1NzxS1W2KltwY2HCrFKW3_XqdM328Ly9W3yX037252TmwW2PsKwf43FxnTW3H8bcf1NpQkgW2KPb6t4pl6XvW3fYHXR32n00mW2nGKh03D__SCW38Ccnc3W2JjFW4hKf0y2KHmd6W4mGlLV3VNnM8W32cfmb3d7KqZW2p8lRk3SBCNYW23r3Qc30h_KHW2-s_Mf211j6bW3NVS8y47RWdkW2nHvHh3VYXnsW3GK2MN1SdhQnW38lVYm2FM-26W2HWg162KJyGpW1Nz7x31_kGL1W2Rj_v947FttyW41Kr_c1LDhHjW2Pl5yQ3T0vbfW2MGPvg45mgc3W3f-Jxy1BGpdpW4tdHsK4kCFp0W23jVX_3NMh9YW43QdCC1LlG-DW1Q46GF362r7WW4cR3fh2G0h7QW2qLbdv4r7w50W2HSj944hsB2WW1NyjcQ3g99gGW2WfjKb234P3mW1ZqsXc2xKGXtW3Hdjkl3Kd6hCW3VNpnH2zNQQHW2p72TF2Pt66nW2YqCgf4rDfDzW2KY48D32sWh8W2WPQ9k1_4m4DW4pmLBh2TvmldW3jspdW4fyJwzW3_s3jr1Xqj29W238_Ty30FJYJW30ctFr3ZM30MW1QtLwj3_MPBNW49wCL13H3XMwW2Rmswl3-0Fdf0&_hsenc=p2ANqtz-8nh2TjCuHJ8C6O7PtpQF-7XL8-PYy6LLLcbd9aTsyVAuh-K3BtXEw5U2pJ1DCar5Owb5RMr-vhhGY7x0OnoqaGvmETkw&_hsmi=429496350 ) from all email communications.
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!