Last Received
capy
Sun, 29 Mar 2026 07:40
capstone
Sun, 29 Mar 2026 07:40
nomail
Sun, 29 Mar 2026 07:02
bob
Sun, 29 Mar 2026 02:30
geeksoutfit
Sun, 29 Mar 2026 01:13
cnn
Sat, 28 Mar 2026 22:30
support
Sat, 28 Mar 2026 18:37
aircraftvibes
Sat, 28 Mar 2026 18:00
codenewsletter
Sat, 28 Mar 2026 16:05
boxhero
Sat, 28 Mar 2026 15:08
Newest Addresses
liameon
Wed, 18 Mar 2026 15:02
svensvensson
Mon, 09 Mar 2026 08:56
thedeepview
Tue, 03 Mar 2026 14:28
serviice
Fri, 27 Feb 2026 17:50
geeksoutfit
Fri, 20 Feb 2026 19:19
enron
Thu, 12 Feb 2026 00:25
eatingwell
Sun, 01 Feb 2026 18:13
snopes
Tue, 27 Jan 2026 14:05
stechnique
Mon, 26 Jan 2026 17:35
techniquee
Fri, 23 Jan 2026 20:58
Last Read
thenewstack
Sun, 29 Mar 2026 08:38
snopes
Sun, 29 Mar 2026 08:38
bby
Sun, 29 Mar 2026 08:38
cnn
Sun, 29 Mar 2026 08:38
6
Sun, 29 Mar 2026 08:38
china2
Sun, 29 Mar 2026 08:37
balmer
Sun, 29 Mar 2026 08:37
liamont
Sun, 29 Mar 2026 08:36
cb322c5
Sun, 29 Mar 2026 08:36
nbobby
Sun, 29 Mar 2026 08:36
Most Received
ail
129485
gp6
110841
jonbobby
85090
gp6dd
84474
bobby
64066
mydailymoment
61032
cb322c5
57048
vanchina2
56275
liamont
53720
funnyordie
52243
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
OpenAI enters the superapp race
Sat, 28 Mar 2026 06:03:42 GMT
Why Edera changed its mind
Fri, 27 Mar 2026 06:00:18 GMT
Claws for concern?
Wed, 25 Mar 2026 22:08:00 GMT
MolmoWeb cracks open the door
Tue, 24 Mar 2026 22:04:23 GMT
Anthropic takes aim at OpenClaw
Mon, 23 Mar 2026 22:00:23 GMT
China takes the lead on open-source AI
Fri, 20 Mar 2026 22:00:41 GMT
Composer 2 hits the high notes
Thu, 19 Mar 2026 22:00:11 GMT
Coding's unsexy fix
Wed, 18 Mar 2026 22:05:56 GMT
Mini models, major impact
Tue, 17 Mar 2026 22:00:44 GMT
The Claudefather
Tue, 17 Mar 2026 02:00:50 GMT
Selected Message
From: newsletters@...
To: [email protected]
Date: Tue, 17 Mar 2026 22:00:44 GMT
Subject: Mini models, major impact
To: [email protected]
Date: Tue, 17 Mar 2026 22:00:44 GMT
Subject: Mini models, major impact
- 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 data-hse-inline-css="true" data-hse-element-inlined="true">
body {
font-family: -apple-system,system-ui,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif;
font-size: 16px;
font-weight: 500;
line-height: 133%;
letter-spacing: 0.5px;
color: #142640;
background: #FFFFFF;
}
h1 {
font-size: 24px;
line-height: 1.1;
}
h2 {
color: #00AFF4;
font-size: 14px;
font-weight: bold;
line-height: 1.0;
margin-bottom: 10px;
}
a {
color: #FF3287;
text-decoration: none;
}
a:visited {
color: #FF3287;
}
a:visited:hover {
color: #FE3488;
}
.content-block {
width: 100%;
max-width: 640px;
}
li {
margin-bottom: 15px;
}
.author {
position: relative;
}
.author-image-cell {
width: 50px;
}
.author-image-cell img {
display: block;
width: 50px;
height: 50px;
border-radius: 25px;
}
.author-byline-cell {
padding-left: 15px;
}
.byline {
font-size: 12px;
margin-bottom: 15px;
}
.excerpt {
margin-bottom: 15px;
}
.copy {
margin-bottom: 15px;
}
div.button {
display: block;
width: 100%;
height: 40px;
line-height: 40px;
padding: 0px;
text-align: center;
color: #FFFFFF;
font-size: 14px;
font-weight: bold;
background: #FF3287;
cursor: pointer;
}
div.button:visited {
color: #FFFFFF;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#header {
display: block;
}
#header img {
display: block;
width: 100%;
height: auto;
}
#byline {
font-size: 12px;
font-weight: 400;
color: #48607A;
margin-bottom: 20px;
}
#bylilne a {
color: #48607A;
}
#bylilne a:hover {
color: #FE3488;
}
.byline-sponsor-logo {
display: inline-block;
vertical-align: middle;
height: 20px;
}
.link-view-in-browser {
color: #142640;
}
.link-view-in-browser:visited {
color: #142640;
}
.link-together-with {
color: #142640;
}
.link-together-with:visited {
color: #142640;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#toc {
position: relative;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
.rule-gradient {
display: block;
width: 100%;
height: auto;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#lead-story {
display: block;
margin-bottom: 20px;
}
#lead-story img {
display: block;
width: 100%;
height: auto;
margin-bottom: 15px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#sponsored-1 {
display: block;
margin-bottom: 20px;
}
#sponsored-1 .featured-image {
display: block;
width: 100%;
height: auto;
margin-bottom: 15px;
}
.byline {
display: block;
font-size: 12px;
font-weight: 400;
color: #48607A;
}
.bylilne:hover {
color: #FE3488;
}
.byline-sponsor-logo {
display: inline-block;
vertical-align: middle;
height: 20px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#daily-digest {
display: block;
}
.daily-digest-thumbnail {
width: 100px;
vertical-align: top;
}
.daily-digest-thumbnail a {
display: block;
padding-top: 7px;
}
.daily-digest-thumbnail img {
display: block;
width: 100%;
height: auto;
}
.daily-digest-heading {
padding-left: 15px;
}
.daily-digest-heading .category {
font-size: 12px;
font-weight: 400;
color: #8B8B8B;
text-transform: uppercase;
margin: 0px;
}
.daily-digest-heading .category:visited,
.daily-digest-heading .category:active {
color: #8B8B8B;
}
.daily-digest-heading .headline {
color: #000000;
font-size: 18px;
line-height: 1.2;
}
.daily-digest-heading .headline:visited,
.daily-digest-heading .headline:active {
color: #000000;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#sponsored-2 {
display: block;
margin-bottom: 20px;
}
#sponsored-2 .featured-image {
display: block;
width: 100%;
height: auto;
margin-bottom: 15px;
}
.byline {
display: block;
font-size: 12px;
font-weight: 400;
color: #48607A;
}
.bylilne:hover {
color: #FE3488;
}
.byline-sponsor-logo {
display: inline-block;
vertical-align: middle;
height: 20px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#cta {
display: block;
margin-bottom: 40px;
}
.cta-item {
margin-bottom: 20px;
}
.cta-thumbnail {
width: 50px;
vertical-align: top;
}
.cta-thumbnail a {
display: block;
}
.cta-thumbnail img {
display: block;
width: 100%;
height: auto;
}
.cta-content {
padding-left: 15px;
}
.cta-headline {
display: block;
font-size: 18px;
line-height: 1.2;
}
.cta-copy {
font-size: 14px;
}
a.cta-link {
display: block;
font-size: 14px;
color: #FF3287;
text-decoration: underline;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#rating {
position: relative;
padding-top: 20px;
padding-bottom: 20px;
}
.rating-heading {
font-size: 18px;
line-height: 1.2;
margin-bottom: 20px;
}
.rating-options a {
display: inline-block;
margin-left: 10px;
margin-right: 10px;
}
.rating-options a img {
display: block;
height: 30px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#social {
position: relative
}
.social-block {
padding-top: 40px;
padding-bottom: 40px;
}
.social-heading {
color: #FFFFFF;
font-size: 18px;
line-height: 1.2;
margin-bottom: 20px;
}
.social-links a {
display: inline-block;
margin-left: 5px;
margin-right: 5px;
}
.social-link-mastodon img {
display: block;
height: 40px;
}
.social-link-linkedin img {
display: block;
height: 40px;
}
.social-link-twitter img {
display: block;
height: 40px;
}
.social-link-facebook img {
display: block;
height: 40px;
}
.social-link-youtube img {
display: block;
height: 40px;
}
.social-link-instagram img {
display: block;
height: 40px;
}
.social-link-threads img {
display: block;
height: 40px;
}
.social-link-bluesky img {
display: block;
height: 40px;
}
.social-link-spotify img {
display: block;
height: 40px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#sponsorship {
position: relative;
}
.sponsorship-heading {
font-size: 18px;
line-height: 1.2;
padding-left: 20px;
padding-right: 20px;
margin-top: 40px;
margin-bottom: 20px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#legal {
position: relative;
font-size: 12px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#footer {
width: 100%;
height: auto;
color: #FFFFFF;
padding-top: 10px;
padding-bottom: 10px;
background: black;
}
#footer a {
color: #FFFFFF;
font-size: 14px;
text-decoration: underline;
}
@media(max-width: 500px) {
#footer a {
font-size: 11px;
}
}
</style>
<meta name="generator" content="HubSpot"><meta property="og:url" content="https://info.thenewstack.io/tns-daily-march-17-2026-0"><meta name="x-apple-disable-message-reformatting"><meta name="robots" content="noindex,follow"></head>
<body style="font-family:-apple-system, system-ui, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif; font-size:16px; font-weight:500; line-height:133%; letter-spacing:0.5px; color:#142640; background:#ffffff">
<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;">GitHub Copilot stuns researchers ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
</div>
<table id="body-table" border="0" cellpadding="0" cellspacing="0" height="100%" width="100%">
<tbody><tr>
<td align="center" valign="top" style="padding-left: 15px; padding-right: 15px;">
<table id="header" class="content-block" border="0" cellpadding="0" cellspacing="0" style="display:block; width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3lXW8p6d9g6Hpm71W7z4Y711LCd3WW6yc55d1n0wwwW3n6PT83jKnKGW2ld92n69_H2KN4X7j9bcgN5MW8DCWw56JLSJdW8-hTz57gvpZ_N2CJwmdZmTP8W8DLmVs1ZkvjXW8yGRt831YDXTW6Y6bY-4LTf-rW2BHv1X3ZYZvgN3X2Kx4Ql3w0W88_5nC3TglW7W33mpV32KLM4mN8rf26HFvLQwW7SH1R82srNSFN3rxN9hD9pwDN5bYqKDKsPlsW2ZRBDN8lBZBKN28YCHvRvcpyW3B9Y-l5xD-cpW7W5Gdd7mNyCxf1hNbZT04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JGASM9dK" target="_blank">
<img src="https://cdn.thenewstack.io/media/2024/04/75c9bbc8-tns-daily-header.png" width="640" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
</tr>
</tbody></table>
<table id="byline" class="content-block" border="0" cellpadding="0" cellspacing="0" style="font-size:12px; font-weight:400; color:#48607a; margin-bottom:20px; width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top" width="33%">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFz5nR3bW6N1X8z6lZ3ktW1BD3D_7fcBwJW34G5qS3__xj-W1GxBm777RqbhW1gl9DZ9df4B4W17ds4d4YXNqxW7X0TMH11w2FYW993qnQ6RXQHJW5FThDg8h1nF-W79F6pY8GDcK2W5c-0Kj13MlPYMFb0PqB-CjRW6rCCCW6dD5vlW98_7QN6vj8bDW2ZCg8-4_yMqwW58g1Dt69Jx6mW8m-6Tl373JrVW1m9V1951DV9SN8kFwV0BYBWVW1j4kGc1dyRznW2pZVyD8rVCgfW5_VTsM7vYM02W1_7KbP6KFgw5W3z9cV5226d66W48TNN31f-XwNW7Zm_Sp901mwpW3fKTpH92yct2W595NdT3L3-G1Vvg-zP1K9g1GW4fxl-52qrrHvW15B0bN2VxvZMW97VS3_6cYQVRMnDfV0n2D1RW78XlWJ82YV7fW2_pzw05TzswmW21_RGl4q6ycGW13VVLg3VWHz8W63bw5P7cd-H_W1hdhPC6Gx7-lf1kx5JT04" class="link-view-in-browser" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="iGqk4+bG">
View In Browser
</a>
</td>
<td align="center" valign="top" width="33%">
</td>
<td align="right" valign="top" width="33%">
March 17, 2026
</td>
</tr>
</tbody></table>
<table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%">
<tbody><tr>
<td align="left" valign="top">
<h1 style="font-size:24px; line-height:1.1">Mini models, major impact</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">On Tuesday, OpenAI released GPT-5.4 mini and nano, two smaller models designed for tasks that agentic AI systems delegate: codebase searches, file reviews, and parallel subtasks requiring speed and affordability.</p>
<p style="margin-bottom: 1em; ">It’s the first time OpenAI has launched new mini and nano models in a while, writes Senior Editor for AI Frederic Lardinois. (The last release was GPT-5 mini and nano in 2025.)</p>
<p style="margin-bottom: 1em; ">What’s especially interesting, Lardinois writes, is that the trade-off between mini and the full GPT-5.4 isn’t even that steep in some areas — particularly on coding and computer-use benchmarks — all while running more than twice as fast, according to OpenAI. Nano is the stripped-down option for high-volume work: classification, data extraction, ranking, and lightweight coding support. Both are available now.</p>
<p style="margin-bottom: 1em; "><em><strong>Go deeper: <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3kQN1wMHXqzQBd-V__8y_6zvS5TW2_n8NB5Xd4mWW5BgFml6Dwq4YW38y4y07pXwYcW8YY5Zm6DQ-pQW6YgCLP2FGMLQW946-xd3sTfTVVjLTZF2-XsvtW4sp7jx8LcRTJW4vJCzt5jWL9bW2vq7sZ39CSKTW2Pt6bn2cjLVZW2HGWjZ1gWYl2W5XVv8F4Lv7m_W2P63Rd8PPGL9W20wq413QyBhhW6_77td4Hq47PW68_blJ2cd62NW4hSMbg4fkrRCW5SNLK93zTBfwW5MGZXW1F89X1W3zNmRk5LhvypW1-TR507NrWPzW6d_Vfz5mJJFGVXYJYp6-0Pjrf8Xn92C04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="p4EUyLtg" target="_blank">OpenAI’s GPT-5.4 mini and nano are built for the subagent era</a></strong></em></p>
<p style="margin-bottom: 1em; "><em>More essential news for your Tuesday</em></p>
<p style="margin-bottom: 1em; ">◦ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3pFVG03ZV1YJQlMW7BjfbV8QMthcW27ryzC6G0d8lN2mPhXv-DVnYW5Pqh3020kGpPW5KskyV1GMdW7W7jQmx77x_dKwW1nh5ZV7CZm8MW7l9Jm_1_sPB7W2r1r1k7_Q-RxW6TBTgP4Zkn7zVt2jvC6Sb-KXW5PpkGd2txt7WW2Dlpwx1d9wJbW367zvX7WV5rhW88My5n51k3gyW3tfDfK5qPFT-W1rckX_1g2lm5Vhj0s631r0QSW5fpTBW6Q1wjNW5Wp3WF6XXDyLW5xBQBW7qpYt1W5Xj4Ps7_PYsnN656sLBgc9TGW7Q-XHY3ZfYPLN3nq55l2ctP0W3w-mPY9bn4XkW88f7t17L0755f6sWt9q04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="rNKo0XhS" target="_blank">GitHub Copilot’s effect on collaboration has stunned researchers</a></p>
<p style="margin-bottom: 1em; ">◦ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3mCN3lbSQhRp8z_W54dZ354XdG9MW70Xyz14BGCw_W5wZr901fZFP8VZkFmt2GTw0HW6r10Fp3N4g93W6FS7Jm2qXGCCW421bsd8BCDkJW2VgdHn1fbrHjVGG6lW1M7sD1W6ZvR-26xhT-9W7th92-5X_K89W89NDnK7mnB_2N7BT_tfYNnZTW5d-bwS5WTv0lW4jtFMb2R-8w7VL6hhS53CtGlVFNS_R8BGlnpW2JCN0Q6FzpyJW8L6dcc8cJ1ZlM-1dCJyGWKYW55HSv53PmWq9N7jdrbYTLZMmW1w3kVy40G0lZW87sysd7_VbFVW3Z07s020YqR_N5l__-vy5183W5z1lYp7Gl-1kf2B9NcF04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="h6+0bt7w" target="_blank">Managed OpenClaw bids to kill hidden token tax on AI agents</a></p>
<p style="margin-bottom: 1em; ">◦ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3lpW7bf6pr8ggVhYW1wcsqS3GTS9dW8xwX2y3Mb6bJW4TfM-l6CTD0TVk9PHJ4lmk0xW7SjX1y4LD498W1KTyzj6bmXPCW71mkMg6ZbycrW5MwGz-1M5z_lVCjkRq1cpS2yW63nz5v7Qq3BpN8hLswR-8MzLW7jP-Jd45VrjCW4V2P4r6bL4WsVQm0fF8J_jYgW44lqmS5SVCPDW17Xp9J5JjxNTW68tTNX1MvSF4W541nr61V4RY4W1v8dNR7sqWyFW1wYKrZ4DkjxCW4RPRKX7Q2dJCW90q82Z3TrzVJMWl9KwNN0lWW16dh5C7DXnv8W2qMbyq2vQxQQdrlTrg04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="7XRJMW9l" target="_blank">The AI blind spot debt: the hidden cost killing your innovation strategy</a></p>
<p style="margin-bottom: 1em; ">◦ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3n9W5vsLx36VSZscW8X6MK25GYz4MW1BnZtK6p3R6KW5l-kF67-0JdxW5gk_nL82W0V7W2lH2K512QV7fW719f4V31qk7xW2XP3l35cZ_dwN1rSvTjcjDGJW94TC8q6xtr1RW6z3Y856bdYCwW8v_vjN2MQVc3W7JRxDD6PGW54W6MRVwh8wtpRkN1dFgqgZHRkMW5jXQKb19FcCqVmtZp52HBN2HW8yP0JB7hVBxCN7jd5W1XDs3HW7ZgNFj75l6DYW18rRhs6xnVJhW68rdGm5GyFfTVH30CR7WdKCWW14RmXx7jfvB1N5lxjn3ZfJ4-W1kmrCt5D0YMHV4FBx15GK6r0W6nT_dr68wB49f2dqYT-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="VciFbpKI" target="_blank">The security hole that every enterprise AI deployment has (but nobody looks for)</a></p>
<p style="margin-bottom: 1em; ">◦ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3lyW88GVsY8zT_x2W201CzX6839tvW6J105x7QdgvmN6C0JNjFDgC7W2zwKJf93TbFFW4m5tJj1Q41nfVcLn0p866QY1W97J0Y13CpK8JW3J6QDJ2Fhk8VW98CfYX8csPdgW4lnzMR5Lrm1MW3nCxtH4PqbcKW6qTf0g6XQPL1N97Yb15J4mYzW4LqWKx3h8hpGW7d7ctf3Fkj7vV218dB2_0z82W2Mqzw12sY3YZV6ry077ZggKSW2TG34X3qFNBMW3vC33Z4YxMmMN61XPm1LWx77W3qQBRb6Bj5gvW2VPF1Z263395W6pmn_R7T6sFxW4Tft7P7S84kKdNJsvx04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="tzpz+8G+" target="_blank">WebMCP turns any Chrome web page into an MCP server for AI agents</a></p>
</div>
<table id="toc-author" class="author" border="0" cellpadding="0" cellspacing="0" style="position:relative">
<tbody><tr>
<td align="left" class="author-image-cell" width="50" style="width:50px">
<img class="author-image" src="https://thenewstack.io/wp-content/uploads/2025/12/b0ce81f3-cropped-5f5868db-nick-luchessi-2-600x600.png" width="50" height="50" style="display:block; width:50px; height:50px; border-radius:25px">
</td>
<td align="left" class="author-byline-cell" style="padding-left:15px">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3nWW72WBGC7nL3PTW3cSr414818BKW4mjXvD12GtQZW4L2NJy1zgGjzW5-Zy0D1Zh_tRW2F7VpQ5BHDB1VDYwCG7ypsH_VcgFGY2Z638xW5QZgFt2CpwnQW4rq_Hb4PCNWpW7wgrtR4WHZvmMCKVx_c1WwvW32l4dR6ChYCHW1yBJrK3WT8KkVDLGVx1nT58nW42BPz533whG3W3Xkfs86smM9sW3FN7rJ78WjpHW97C-Ts1WnGJ9W8HQGhq91M6nZW8l1sHG2WY8tFW6pHXtn5JyHxMW5Y9L1c33tdGgN5N1HKQRcSbTW191dCt3gqTJwW36nXkQ5J-SyLf6N8KYd04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JrAEXaiN" target="_blank">Nick Lucchesi</a>
</td>
</tr>
</tbody></table>
</td>
</tr>
</tbody></table><br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="lead-story" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%">
<tbody><tr>
<td>
<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">TOP OF THE STACK</h2>
<h1 style="font-size:24px; line-height:1.1">OpenAI's GPT-5.4 mini and nano are built for the subagent era</h1>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3l5W76j-tX6tzxMfW60ZDZy8CLgHRW58WXlw4GR2MbW8QWL_N6jQnfvW7BDX318lsTbjW667m2X51rvBNW4fm5Xn2tqfdzW1BVY5011JmgmN1tZWQRM7qv7W4L-_W16sXnbsW4fTHTZ4lWqn4W3-wGHn72lw2sW8GwhKJ8ZyP-TW1lwhZp1Pkc_1W7ttLlq2FVkmdN9g9kbjFbpWVW4P8W0B6hhFDKW5qFwZv178WB_N2Z7khQs9yXGF4km9nMvWfMW7pw7bn3xl4NnW1Lrdsh43sfPLW6ZX25h8L80JNW5SMhsT1SDcpfW72xXdr135rsNW1V982p4vwNVjf3SwR_P04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ" target="_blank">Frederic Lardinois</a>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3l-W1tYcN-4qw8CJN3m9hMC9CKL6W10Sy8j2pdzQWW2N7-yQ1c320LW84pB_03nPnRDW9htrWx6gjQ54W3yg54X7gYbs7W7zL6Q657tZh8W43ckpZ8VrrwDW7SYhX94qFWkQW4TN21H815KrZW7Sn3Cn4X0DslW11Zrnv3c__G6V3c6Dy6c5GV4Mjh-jGXzzG6W1TgsNk7LPP1mW7cFKmt7n2KvtW6M9XKH5YzSrMW3BSgRJ3SKSsxN41x5tcltwxYW87kJTD7-zskHW4QsRGK7n_HSGW2qlV8F5W9wWkW51-MlW3Fd5RZW1KL07Z8HCpvNW482wsZ5yS98bdq5CBz04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="3atDSlyP">
<img src="https://cdn.thenewstack.io/media/2026/03/f7a6563d-screenshot-2026-03-04-at-14.29.48-1024x585.png" alt="Featued image for: OpenAI’s GPT-5.4 mini and nano are built for the subagent era" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<div class="excerpt" style="margin-bottom:15px">
The new models approach GPT-5.4 on coding benchmarks at a fraction of the cost, and they're designed to be delegated to, not used alone. </div>
<div class="copy" style="margin-bottom:15px">
On Tuesday, OpenAI released GPT-5.4 mini and nano, two smaller models designed for tasks that agentic AI systems delegate: codebase searches, file reviews, and parallel subtasks that need to be fast and affordable.
This is the first time OpenAI has launched new mini and nano models for a while.... </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3mBW93DKmm7P3nzJW4-mKkS84TF0bW4Ch5cK1C7j0gW3xBNXf7NWQxdW61VRJ41y1KDWW6ycNXr42VJz1W1bPv216yQpxRW5TyzBh8rkCfhVhtrlB2TcpkmW1ndGbT22d-yfW8tG9nk6ZW_PbW2CdHh735zJPMW6-vxZq7_FN8pW5-Bb9w3YJsWNN6tW8MfHv2GkV6wjb65yx2JGW4bm7jh6sydscW4zfz0f9k0TSyW8TqqHS1_Xz2_N6cQsMfql5_HW5PF1S97xsrrZW4KD_JC52B0G7W87bl8771lltSW1Lb9T15zp20JW8fYNSs17MH_XW5Rj9yQ3PZQxPf54Nr4-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="d33jeJnn" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
READ MORE
</div>
</a>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br>
<table id="promo" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td>
<h1 style="font-size:24px; line-height:1.1">Live webinar: Building production-ready Agentic AI</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLDH5g8t6W50kH_H6lZ3lWW4hRGF18pwbvqW6PlDfY2kySHgW3wgTbb6HHMWCW94t7PH57WW4LW59nB7P5_KfRQW7DdMGK8M4nRwW1Ll7SQ7t6F-bW7jJbD28SB5CyW5Cz1m93cyrfNW41pXht8wdTcYW50x6lr1HJZDYW8tlcvK4lqv_dW39knMQ6FSlMcW1ZxbfC2f7PtVW8w3GwS1ksC8tW3J5kzj9163FRW26lGsX8LswnDW7Vmbg17yTcz_W12XzZm7r4jYdW5nBx2D7C_shTW6BSSN75b_j_cW72sTjL3BSnQBW6C4GYQ2tY6t3N3HQN6lSwTlWW4wKpSK1tmtMGW46-pxR2_GXHHW8trR0Z7G84VYW5sGY5w2PXg-WW37kSZK35SJGRW3spVDH3Dw22WW3XxpXC39_NKnW3K5lDb8ST_Mrf4c0bZK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="bUIaTYyh">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/02/3d29371f-dynatrace_webinar_24mar26_stop_16x9-scaled.jpg" width="640" style="max-width: 100%; height: auto;">
</a>
<div class="copy" style="margin-bottom:15px">
<p align="left" style="margin-bottom: 1em; ">Generative models alone aren’t enough for production-grade AI. Without a unifying control plane, scaling autonomous agents often leads to hallucinations, cascading errors, and unpredictable system behavior. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLDH5g8t6W50kH_H6lZ3pVW89-gF-44187KW3NQxR-5-Yx7LW8KPJ3Z7TxZ3tN54GWfz_Gg0mN6sVhxF4NQdxW5j4CZG5zvsQ8W7KKcnV2bsr0hW4ZYh_m2Hv6FSVHh9BP76R123W8bG7Wb68QKBBW3LfHt65Rxl-sN527RLLkCNgVW8K628T4YtFgJN3g_ZW4BTBqpN8F4_H_shVZFW2wqFww1W49qxW1rzkSy4T05KMW48zKJq3zN7gNW1qTxJZ6_8VXHW1DxpN46446T0W4LN9Q37wJCfgW7ZkXly6mPz1KW569B_V1Z2bQvN2pQdQB--vjbW7ShfCx1cvyKfW1FDfdq5j3SfXN5Hyw9FdrR2mW3Nmylm1Pgpk_N4CYr15qXPZ0W19P2F76MjldSW4s-6zJ6_XNl3W3FmdC_1zKC4sf5rnHwg04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="AmAJj/QM" target="_blank">Join us on March 24</a> for a deep dive into the missing piece in the AI stack: the Control Plane.</p>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLDH5g8t6W50kH_H6lZ3k-W6q3qxq7Qj9g-W3g1kBJ8K5ZzjW1-Tq4375rtyHW3nnlSX65CJzDW1JgbVc6T9LpBW5stmgN4mkGDsW8DRvfc2VMKpZVdZYNC6hptm2W9dB83K3bXshsW681c9p3NYl4VW2J7JDy218rzZW6txmSF66p_nNW4YPvM98K-B-KW7F6Gzp4xBfl1W1p1B4F728LgJW2ctDqx6hZT30W3T6hwQ2myZYTW4Jm6Q36RkGk5W4FrPl_6SycvrW4DMrjc7tNCs3W5fkBlD2sGPTqW97l3hW2_wRD4W3gbQqw4gKv3BW5f6-gN3vLZglW11BhVR15sChSW4FmqrP6LWLlgW3vmMF22V8d6VW5HYX1k2mSf3xW2XXSJ58P9STqW1M_dT-48xjb-W6J82pW8YLZ96W6TCFhp3RbGPNf4jwScl04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="gztr7wH2" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
REGISTER NOW </div>
</a>
<div style="height: 20px;"></div>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="daily-digest" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block" width="100%">
<tbody><tr>
<td>
<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3lWW6zCWqv3dRtSnW7QYpsF8Mm3pmW2M06zD3PkGLDW2tL7Z18QCm7NW6tH2Z94nj-KnW6FYc--1DFp5CW6m40p91J8GmMW3cXXyG3Wdk2CVN1Vzr4r9nPmN5rdmSRXkJDFW30J4584YRqkCW5wy88g8wDtGxW8R-rhs8NFh54M2b7qyJpXq7W7tJ-RX4T_S4qW3Y06vl2hFyX2W1kfrXK5gFB8CVN3HCk6xz1D9W65sK6S6HRWZZW37bx7J1bHh58VHh9g92fyPchW4kTRB44JPtg0VW1ZSh90rxRzW6JsfFn3CFdg0W32mw4r2QFvZ7W8pzfH07bFNnpW3ZgdkF6lYWn2W8HknKD2rB69VdtcQdn04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Qedi2dt7">
<img src="https://cdn.thenewstack.io/media/2026/03/a692e5f6-chainguard-ceo-dan-lorenc-e1773777716132-1024x623.jpg" alt="Featued image for: Chainguard thinks most DevOps teams are solving container security the hard way" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3pFV1VmPN1pf2fsW8v4vPR7ZldkdW5fVFLj3d-FmxVx89Y624sLTYN6_mGZzvsXCSW3Ln8fQ1LyPtXVntV2K7WgCDGW8ndZ102GRhs3W1kVGwy8QH6TjN1LtQy_7Gg3tW31LWzD88mCQTN2fSVxTmJzXgVzGlzw4X2hMKW85VjfQ37kq3YW2_B5Zj6jS_TwMnnqk6C1F4cW6BYnTs7DxGVbW29RQ8F8yc9mqW5zfYfL8XzzzSW46qKnW2KrTfxMR98K_cRgklW2MCmX98WmW5KW7-yNCt5F5bNlW2SZD2f3hltRvf6gDLvj04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="b2Vs+pLL">
Containers </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3q5VCBB9V3xHBnfW4ftx5y4F1Sy5V5Vj4t5xpS5fW282jp81GHXx8W8FpPPq121w2VVM2WV_2-jJcXW6r8FRm8v3x7kW889T3y9m1FYkW8-Trf56NR5fLW2vqWdd1k1VrnW2vYkS96t2jyCW7Sv4QM34f4QPW53pt5k3GfSfTW4wHWj01GXT0VW8TMrm6638-K1W7nVHBM7X2MDxW5DfS-Y6dsXJhW2vCM483F3hV8W84Y0Ky3lKVgsW8lbnjr6D39XQW4MTdmg6s2qT_W7qJQKN3L84-3W531cLM92qx4dW56bf0659VgmNW7-0mPF1Wh2QZW4xFwKL6Q-qdyW6304732-fLg-MgfvxGhSLn-f1qrQt604" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="/FyqrMlp">
Chainguard thinks most DevOps teams are solving container security the hard way </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3n_W7R5RWH4QfLt3W4myDvM6X3jyWW5fCt8q3bwHkfVnfbcR6D6LWBW687FwN7Rzh5wN4VbxDr8KrK2W5X9RMs2k_D-6W1bFqds79F3tzW88QS-H4H-DGwW64T7LR4g1KdzW85ccK25FjdbXW6b-D5_93nwWSVYlY9y2nJPNxVnGLqs39XYW5VtGXR44YnJ6CW6S9FhM4w4qf_N86bW0X_4ZnSV9gG126Xx5yWW8zzrLb6QrCL9W1vThr43XfGq_N13JFFlpXkYmW7qSrcQ3FtL-FVKj9Vm6B1x77W8CfnjC4g4f7wf3q6qc604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="R1CcAwNm">Steven J. Vaughan-Nichols</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3mzW87P4TQ4Hj3MSW2gDjHt31KwNsW3Y3Ybg61p902W5D7tSr230mN7W4YkfVX4JBWZjVZ2mpC7n_qY5W4z3Yqc35xX1SW2zpRB06nSR_cVCRGsH1S_8dyN5j7qG83l_qqN7hY7QJdd2w4W81237C1j08nHW2d59zc2V-tVBW2mBh0W1ft9fJN7xVc5PFMjD0W3Fns616FB7RyW3f_KVs44G65rN2j5YzJth_HRW1L8t0Y3lqprNVr9b_D3h88flW3Hh-cd5nBzGnW5rjGms2yPvgNN5dKWx9-2xZjVv33KB4LZGhVW9hr6Fk6315McW8rq2nx83fXz_f8SCh6j04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="REt+tezB">
<img src="https://cdn.thenewstack.io/media/2026/03/00e9fa1a-riswan-ratta-madrfvceutq-unsplash-1024x768.jpg" alt="Featued image for: WebMCP turns any Chrome web page into an MCP server for AI agents" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3lWW112RHr1-_bfTW6GPtBQ8jw9XTW10r9nS58xdp-W5xg1J16fpr-9W7FLzXG92m5FqW5m8p4H1D6HjJW3LfHQ78PzjzYVS0crS6HjC0PW4Ty1yg71VBkXN7K4MLJf0sbPW36R3nk24hVm4MVW5GlmJ6VMW1l62hx8Ylx7nW5m7YH61T2WdQW7CnWp27tsFL8N8jFdtbGgr_6W1vCppm1kSx1KW2_t1XV42jbwlW6Cg8Gh6DvtsMN6gWwtLD6Lh7N8BXK2yckK8-W8D5nln6LTtQ5W46pW902MXWr8W2p8Q9466b_drW7DrPhR8yS1slW2FXZV66PfVYFf26-x0j04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="CSZBm8cS">
Model Context Protocol (MCP) </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3mqW6hPWYy93tp-jW2dFT426VwjX-W2dvR7q3CGz9RVjdYZG1hrPZMN41MFn1z2_fXVBN9Lf2rGw1DVshmMd26HDD6W3pK_dJ2gT1HLW1chYyY6FyX1-MwW4J9dHsx6W36G8MG39Pn0GW21lCPD5HK7NfW46NPh_6Py9kRW27l9W14bgPbPW38GL7K42sGvNW7cfvrw3ml54MW5W67Lj13H5BtVyPbzm736KxcW1hSSZl7zDlLgW3bdBj-3FH74rW1ntWCZ6hlGN4W1tQWSR5SncPgN5Cp9NJVqrQ5W5ZY2sP3QY4LGV9Gxb26yqyh0W73RsVF1V4xRKdZmtFs04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="kjKWPxtZ">
WebMCP turns any Chrome web page into an MCP server for AI agents </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3psV4fk_L97lHT3N35whcnRT4mtW9m03Th4lfvs2VnL8bF2cKYgPMb3tWYWDRJrN1j_4KlhKHFvW8dtLyx54Y0PkW3ZxrCX5jTpp6W7P3jzw5Y1YHRV3Bv3F6QmcwkW5dXp1J8zlbm3W1wD2N718pXbwW770Nqk3nbX1fW3LTPj91GBvCpW544QXr3YMPQlW8_TvKq3thRJNW2TdkY36sCCQJW1_dFZ23GYWDHW52PrXj60jw93W8vJJrw17xmvRW4j6-m94RSJrwW1Y1ghm1dGF21VHnS1Q78BxxBW4NxSNK4qzX5LW65l9J678MvmtW3D8X0j7Ls6wGdP65Jg04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="UgNPfgtM">David Eastman</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3lJMCsH2cH6jy_W2h0gBj9lb7ccW6RNSTP1s35K3W7Q4m9k3gW9KPVdgPT41T-nPDW3tMf9692mMPwW5GRZX14fqY89N6CKlkww33-7W1pXfRP3Xqsd4W6xwlnk3_0Hd3W8hbL6z47NSJZV6npdY2tYB0qW6MFKJQ6ntxtcW63Y-bl7pqtPqW3lYtPq96xj-SW2Dtdcn2ggWDJVDQvKj7JgZzJW8z7Zms2217NjW6WSWXL3psRttW7rz7_M5kCp1RW8Bz7bP8q4dr7W7Bch5z807zDnW3D6Jvj4j6ZTNVpX1Pk452-SdVt0-zM54xp13W4R35CV530GCZW3qFgdQ8xzw3SW8kCMp74zvNM9f6dWKBz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="Nd1kvuR3">
<img src="https://cdn.thenewstack.io/media/2026/03/3deff7d4-summerizze-jsudvst2afu-unsplash-1024x819.jpg" alt="Featued image for: GitHub Copilot’s effect on collaboration has stunned researchers" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3nvVvlX9T24qG3tW86gmj24sCLt7W7f0zt67q_GSMW8knj3F1YLzfVW2vF6cf60znWMW52njCB1c994VW3KY3z-1ghnN_W4K2XMc1bNCz4W3nSWZc1mBt56W7qzWB615PVx_N3JfTbz8VGxSW3HJ1Rv8JzDD3W1cLkXj3bl6RsW91Cjd858NJ4cW5Kk5pm6f39kfF5THDWy70dvW2Dzcdx6K8JsJW3qFZ2j5V3Rh3W4FCM1N4cy4cGN2NBKPF4d_pqW1TLrFr6-hLvkW84vsSt2dp-rNN2ZMSrY85ZJ9W1jVDJx2vB_zfdks7Ps04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="hnUZD6DZ">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3mjN51G4GPx1lQbW17Y17J8TmxhjW1G9wHY4GCrP7N7J-_Q01DHcLW3PjC8N7TqwdcW3MTDZJ4TCZWKW5rg5T56lq3Z0W1K6vVt7sxhxPW1SFt8v3gqxBsW7jt1Mk4_QkHzW2nFvcf3FX9RFN7Q-98q-ZPf5W6nTGmt7XGplTW4yV_qQ5hrS13W1b0zsd8LcpSsW7ZR3v_8vFt1jW86vYxc7m40pmW1xCCDP8ZxHGnW777SSX6QS_-0Vd_GW04lLyRfW1hDWvC5d8GWlW4lrH1k1M_FBJW33C96Q83GMhXW2_JshV1V49kgW6Hs1xm8cSxQbW62rFgf4x6hvhW2Ln0Hb6zKgzSVZCgw_4gjTKvf2KvbXY04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="fOiEtfJX">
GitHub Copilot's effect on collaboration has stunned researchers </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3lNW68pN_b3nzvZCW7pvWXC4Fw0t_N2vnz7pwnnSgW4-M2-M1HQ_SYW3YnKgS7nHsGXW8v2KyR6h5dThW78Vzrm4ZQSMnW1mmLFp4WD_H0W5q4lFB2rJB-9W5q-f-c5_g4s6W4H3sR92MDWHwW4dSWx75jZX3zW4vFF_193c2ZgW4vQLFG14jSkCN4yyMCfMSf6mW16Q0hd4RF540W1hMrGQ3rmvG2W7ZhGMy5zch4DW6VjGKW8KRFcSW5wpsq58wXGG6W764jq13FqMc3W6_Qntx3qY5txW2HC1s-5XKXk6W4Bsz581-8mLvf2KHc5K04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="nOplOShl">Steven J. Vaughan-Nichols</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3nrW1pvLHK76j4lrW8gjY_s6w0LtPW7mHYxH8qF3-lW4TBpbl6CT4lhW2VPyqd3mkt9RW86Qdyp8M96DrW1kWRsL18M93WW4jgNSZ9f3Jr9W7tg4pY4qN-YcW5jxS2W8bVwp2VcnXMy5QSdGvW29CZTr13C42xW813rdp8c9R5GW1FCTD284VQqxW7lCj4K3bnGqmW1fBMvg8jmVq3W8_bjmM4LQvRMVzB6GB100c6mMYfSW2B4ZdzW1gm_PX2Wf9hpW5M2QRk5M6cmBW1cYTG_1vRzwMW34BlM944nHnBVNKvpH1Q9Qy9W4lnM7H5MpD79W8-f6kW98RBr4W20lY_m1rKfkNW4HsGZp1RdwJDf5fs3rb04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="KZ0VlQFw">
<img src="https://cdn.thenewstack.io/media/2026/03/870f4aff-cecilia-miraldi-i2vfb8zcnti-unsplash-1024x1024.jpg" alt="Featued image for: The security hole that every enterprise AI deployment has (but nobody looks for)" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3kWW85-V2S94xBbkW9d8dtf1T63_WW8MZ8xP13h_LKW8flW518ZhqRdW8rvVp28fb2D3W47M2bL65bZ6DW2hSHsT2w0tcMF90l-_kFRLKW8GTvSn8hPPGfW707L_d6GFTjSW93plSG3bgFb5W1GjbHl3B2tCkW1wKJXc3PXs5dW3mGS1p1DN23gW95YB-S71GpYTW3HZyJG75Jr0xW2Vhd0q9lh5-_W4fKxCw944WMRN8Ftzj9trmLXW6fv0668LNhFgV6Hl-T3c-cswW68DJmN4cm5_dW95GVNC2p7SdSW4wf2rG8wcY05dFTFhz04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="EqwIYxaP">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3nPW7M42b57lsFnBN7W3WtlNSwp-N7fwC992rR9FW6Bb4_95LR_qfW4nW3nC8Z24hHV_mcC_7-7fBbN4cxJlZB_PYYW19PGGJ1FP6zmN6D_ZWSGQ41lW5mzjMh6MYsjtW95Nll41SpcjcW8gqCW77LB-7SW2RP2Zv1Fh4XGW27rJK_7dQRnLW4r8S826ZG7_xW57McPT1xvKJZW8s7n9B1nnFxbN7qKQfKmSxStW77vCfg4bR8ghW96GyNK4mnq4dW9hS3NH4_nMzVW5FrHkP70yxFMW47Tn4g2_QpWrW7_3_9z5hzZhfW27dkwd4ZQGYnW4VDLWC7bLXhsW6FRtLw8ZdNn4W37zXLl7YthPgf7Y0xb-04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="mKsICBp/">
The security hole that every enterprise AI deployment has (but nobody looks for) </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3ltW1ScFNl7f2B7kW6m7_TF133GZdW2J3B6v2G52mxW8D3q0n7vJ22VW6_HqR_1rwtgfVc0xHB1yJWLyW6c7hYr72DP4bN6MMd7rDJFCJN2_Z6KMv63b9W7ZnFh33Cr3VvW10z4742b65VKVlYDGr8myL4RW7yqq8z5qYCYvW2GqDq81hNpv5W7xB-pb28sqK0N3Ykg_4jBmv3W3pdKNM3Xz0bJW6XrJ3N8Fl034W7phgQN2s1Sf2W90pQH130G4ZbW7JvySw8bJDWzW5MbKv57DqV4fW513-tG43zKYBW8-6xvg7XZWKJW1-LbB-7t1_MFW8NKdCT7hJJkqf3h1-7g04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="qXcC9LlC">Adrian Bridgwater</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3n1W2R3zwQ1R4KjZW2NQCqB3GSBD2W87ywzl6bXxbRVQvgtY4S0Yy0Vkstnt7FFm51W3qRQW54rz49yMBzyLR2yVdPW8XFcVF7DVkTTN3-gSlR1_-xNW6ZZ3dh2Yj5fcW7Y6lP912Nn1gMydJCfYWZMqN36sjy6kLrW4W1Ksw6c6y-JVGW5gRzL05C7sdLW5b6GMv68DXG-W6bctVx7D7vZJW31VwJ31swBzWW32d5sd6x4C21V5XBJp7vdNqwW4lKc0v83wwppW8RL04996FBLpW5h2JD64YK_qxW3g2W8V8CdX_3V-kBB84MlpJqW7KPzsf9ghQKYW57Wx5w8-GtvFV2z6FK8B6c_vf6RmrbC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="PPBPq/Rb">
<img src="https://cdn.thenewstack.io/media/2026/03/06dd6b56-taufik-ramadhan-ztx9pfurtt0-unsplash-1024x853.jpg" alt="Featued image for: What is KubeVirt and why it’s growing" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3m7W7fs3M-1KnJtvN2mxzh24Nz7mW7NZc8k6kgFBSW3TpSTD7r1Jt8VXQZ1s7MzqjnW27tWK55m9T80W9gdrm83dgp2TW45WS283Z134vW23g9Hh1kNjjNW1XD2Qm8nnP6kW5kYm_J6SgLSzW6QWjq_7BHQdPW2x_47Z6_dJ4SW6_f_VP6LFXMzW1l5C_W7CtskWW1hj38v4gX4_cW3GdSxX4kftKqW12YkKL9d_jxbN267YvMyZ34FMhplQ35xDjFW5NzH2f5RZgfMW6Tcl9G2rJV0bW2Pv7J263tDCjW7wQdlR6LNy-bN81flxQC6KC2W8cjkbK1SN5S_W6p_Mpx25xdsLW5_Kjcl22nQsdf4b9Sp604" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="ntjw0GNa">
KubeCon Cloudnativecon EU 2026 </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3lsN70Fz8d39x4KW5-1t-S83Zpc7W5MHwb37MhMycW8ZGlBg65LYRMW1Ffcpq7F6Dd4W3-Rm-x2-h-xFW3fVK7m1hFzhZW4Mxq6s5fGystW3NQzYs23ycPGW9g5Dl23t-p-QN2Dj1r88b3gMW2TMVqC4qNXVKW87zPmT3zmn2BW1cj5vC5rQx4ZW67j3dQ4WsyjmW46dbmc7F846nW6KTY1F1pTHLkVPTch_2CYtYBW2yGdyl3bc638W2wFzh61-6VDdW8zWVW86B5PWfW5f63Z93M1QqrW5BLDlQ7hBc2nW1x6dK25pRGBVN20PSpggxmFZW9c9LyF6jkxfwW40HT4x905YhDVPRzZY1swPLbf7Cv4nM04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="o8l28tGI">
What is KubeVirt and why it’s growing </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3q0W8TjSwp3RDVlkW8XF5SV9bQNZpW4sKJdp81z6zLW5KVJ2K3RxphMW997_LQ2GsVMsW6RpTbM1z5VtcW1JZtFr1jV1g0W8NjGbm91RGq4VMz0ZW4YVmSsW8BF1Gw7V1-tNW58WY1n9djgXyW42Q_T94rRfhrW6R1WmT88Mq2nW5gTMj65Bm2LHW3lCbzj7Q7wP7W2_Jz-x19048qW20JtM_5z6tbYW1Q5QxG5NZg6RW7k7NkM9m2d9sW4xv2PP3lf7fjW5_1Bjx1JXTMcN5c92_S6Q8QmW7y3l5K37nyh6W7DngX48P0FplW84BYyN90vqCPW7NlpXv6rRLfLf6Xvz7g04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="10kwUXWs">Tiago Castro</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3pLW4cCyVB60m9pmW61FzDQ2037XVW8Vp1wZ5PkXS5W7v07L_3K_JhKW890Q0C82yjC_W4mCKx51RmBP0V1JbmJ1yNcccVmVJKD8RSwHzW8TrpJJ2qsvnYW2jlJWH4srd4cW60xh1854wdl6W3KHSr66LxlZLW53sZHC53TB9VN2vkbPyYcbNtW5Bq92q5GqbY4VH3TQD4gKnqCW4yGtB88R3vKXW7d4-nH26Pw58W5ThXpp3d6Bq1W1KQgMp6bSBxKW5qR5Xn65TZW7W531ZM96BTqqrW58TBxR1hPd3SW1dhyTV7cp638W3XBqQh6ZXpj5W4hvmk68lhYYXf6vW_fT04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="FoK61PN5">
<img src="https://cdn.thenewstack.io/media/2026/03/68b9c8d2-adriandra-karuniawan-yqocfanotmi-unsplash-1024x731.jpg" alt="Featued image for: The AI blind spot debt: the hidden cost killing your innovation strategy" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3l1W4LH6VF5FZSsLW4fB_W98mBnHCTH_nT3QyLVZW1xNDK_20bmckW6cMmXX586L_MW217Rds2-pdJSW75qwXF8L20SVW7crDJH6yl_bwW3nyRJC7NtwkZW346Q8_3YRWRdW56jWhs5xlqQMW2mfhjG4lG--_W56m_pw49JvpjW3yr2nB5xFXCLW4VjKQc42hN-DW1NZ38j5r4vRtW1jpcKS41mqJwN4dsZ55KqkZfW20Xt8h2vcfMxW7F-Vxs3-yPJCW133lqh5sh7RHN66fXYTFrqpCW3vbB6s12HPJrW17_khk7W7QNjVT0-ms9fshJ-W2ZX-N-7hMvp2N1Z67XLwt1jlVNcy0L4sSKH5f5kmFJY04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="8TMFP7Nw">
KubeCon Cloudnativecon EU 2026 </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3mpW5ngQbj2gdkCkN28zZY-YGv5wW17Gd5D7p882hW3WYGz63Xvd7CW5-_Nl219qwCrW45HBxZ2TLHmYW3QfnkP6WrcNQV-V4Dc6CkT4GW8qXzjB7-vDxrVFfFvc1DSDPQW53Ymmt64VHxhW8nZ5pr7F8DLxW5bhBhn2SMwzpW5nKBJn4p_RvDW9cd7YL27h368W26KGyw8YQpk8W6scvsZ6WFwZbW966D012B5MHsW8LrZjG4-H8C7W8jK9PT1w8jrYW5LP9x66RcNgsN2HbvQlVmyhsVftxlb7s5KYcW5c5J--7-tJVqW6DVp5L5vr_L3W7_SgZf5GXwLWf2VNq4804" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="XDsuxXBf">
The AI blind spot debt: the hidden cost killing your innovation strategy </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3pCW6hHtwp99hjppW6yMb973SfS9mW21VQmR2SwdxFVJhBCG2cqqL1W1GC1zm5c78JtW6yLy_n9c2lXpW3FWwDY1m6BYwW3XJ0js5qMSX3W49PxB81-PjDdVP0zKp6zcSxMW85GQG43dTZWsMMs0gBs4DdjW35JtR995z3bXW8jzTm65fgdcWW5Z529n4WkBzwW3FBgZt3YyG_5W4_jy3x3JtFBKW2RDLLW3RbxH6N23WG_zcw3KlW53tr6n11g0SPN8z5fNTZRCVSW4St-dG5xmnVJN8z5Cj9pTh3WW4-l6My1gTJCrW1wgt1C27VG3ZVlhZgf6FnwJJf1YTSSz04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="Dfxh0HyJ">Yuval Fernbach</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3mYW8d-YN626FXSwW8rqgSZ8xmtjcVVSrTf95wg0KW5gcgm339FlvCVT_GdJ3JVrsgW180Q658sH78HW3jvCDf7JjHCxW8bHfvj6yHhM2W8DgDRy4F7xhBW6cvFLG8crs8HW98-vK924hqRXW3dKpmj7PN4C7N84FDPvfcqGSW81BCWL1-YVVTW1D67HV423xMkW19ccLF7Y5t0JVKWTKy64dQ5GMc6B_W4jJKfW3NfsJp891QPhW119JqM5kWgRjW8FzMhW4SV7KbW65j-Mf4LxcvsW2brFL34qZtrxW2ZRf7F3B1n79W4HDHBp3SzyqmW8Rcjsz3SRw-tW2MZytg7YsHpSW70ND8w26ZXWxf289bxs04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="tn54XG+Q">
<img src="https://cdn.thenewstack.io/media/2026/03/3efbed58-premium_vector-1745607028840-fc7b3f26d045-1024x698.avif" alt="Featued image for: Managed OpenClaw bids to kill hidden token tax on AI agents" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3nZW8XtY9M1hMPT2W1Yds396jGmdRVP4jmD5d7F2tVK32Hc5KWSS0W63Cnmp4_CBQjW6TQ-k46YfMrSW2qzfxb4TH326W1b80vK6rx-rpW7_hYg35zytlcW4_yNkk1PNfVgW1zGNPH3lcsdnW8fCYRx5_7KkSW3DRb8249-P31VhYFpp3MwWvRW3__C9b7QcQV6W8H66-91MgDmfW8FKV125wsW68W1BFrNd1rBwMSW8H8Y841__NKtVB8HYk92zpt8W5kG2f28jzLTmN79jtcGCpgzGW8gTC5S2C84RQW46L7FD500fR1f44JRBg04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="pN/bru6R">
Operations </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3nbW3JsFNM7TrW9RW5r-qdk7gJX8RW4B6jy04Q--n4W37dk6B32Z9BBW1G08vx33t7xdW7SjxHs2LtqRSW3t4MT43Qkm9XW7kq7Ct2LDC9LVG9yQz9cGJr4VclNtZ5r6MsrW7nZB9h2bP_GdV6l7CW3x1FXnW7nt90D87L_ySW3zvTcK53P0X8W83KpYn84p0cBW7VNsSn4yCXmzW6v-Myv8mNM5BW7J9DDF3hqCh6W4J0kV_5d8gh5W8m2SY_12kSlRW5kxlDM7_YbbjW6-3l0n7LPt3CW62JCF51tfNB6W3bVDl15yRvc8W7DQ3wH7z0Bc1W5LXZXQ6MWwwcW24HjFb63NfJJW5gQ5MM6xsJMhf4L_byl04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="2" data-hs-link-id-v2="fY4aJgFg">
Managed OpenClaw bids to kill hidden token tax on AI agents </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3p_W8KQ5nz7DQ7dwW8P7NRK4DlQf-N4MlX6-kxKM_W87MC3y2P5Q1HN1k1P4T8_wMsW6pMCcJ6Mst_FW8b4K9J2M-15zW6_02rV4-HWXcMM6w5cH1YgSW1c2wkW8hvnFBW4Mf4_r5jZ93qW2RH6CW2srDf7W1S-CYy8VSckdW4py20-8PwPwPVgkWT_4bFGgCVthrzx8DCzYtW6Yqw5w4C0gSLW2Y04mP7K3GS1W3vNPV98-GkhFW3PZg2M5FjZvGN7Jh6k0H6JL8W42y0Mm1Qwhw7N34shtdtj8KgW2RXsWb9bzcrGW4SGS4B2qPyTsN8LxRKll8GTjf76Ct5T04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="Zj1MRWvm">Adrian Bridgwater</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3mJV7J8Zd975JsVW6rMYyL2DHfxCW3PSZLt91RqZRN7wJB4lGvKwYVBF4bp97t7n4N2Tk1_fF-4-CN4Bc47hPdr7GW2_pQlv2hy1kPW6P-47V3mWhTwW84LT4r6Jf_pVW5vPb072tLlXBVh04GG84J7W-W7Gs-Vf3T1tl2W200lPm19CfZzN4yfS7pfdxszVhr2Rl72-xW_W71xlfX7CCFz-W4snDK5719ZG1W7Tf2ft9ldVHNW3dz57g1ZMRTyW8pJ2-96-FMNJW7MM-498zhW8-W9jMfdX5V2DHZW3Ym0T81d1Tb9W3gT7697yDTR5W8pjD4870B6q8W1x23pd9kc1HVW97lyvM1sVphGf2NW5QP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="gQogCipR">
<img src="https://cdn.thenewstack.io/media/2026/03/220a9a0f-andania-humaira-ursn-yp6rl0-unsplash-1024x745.jpg" alt="Featued image for: Why agentic AI stalls in production — and how a control plane fixes it" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3mDW6gzn2b1-kSs6W1DY2FD5gKpQ3W9c6-sP6FxVbjW8b-S238Fy4-ZW4jvhZp1gZGSBW8lNcjL29PV7GW4X9PRT99MTw5W3wxDgl4z2G3FW47sg_m80rCbZW4wg0Y47K0xpGW5xgdYF7_G4VqW1jPqBd5KFjqhW65l3z98j3rl5W15QrJ42Kgs8CW64Rr6p1-_VcWW7MkpfH8tDBGcW5672yn2vyDRZW15KWRx5JVQxTW8BjMZF8pJP3wW5NXLrW68-4QSVVXTzs32jQXSW1t34zt5m7ZNKN1MqFChgskDhW82XN006zTbf-d185QP04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="yeB30Gql">
AI Strategy </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3n1W3qmhL03wKL7cW2vRRdy6Vc3K7W1VgwWW8vhXCdW5rw4GJ96_6_vW10GxLz8mNpp8W7JKFc88nDlVCW6M2GHP84T7NWW4W1mDQ3S55W6W5_Z3rn4gfCbhW6flHPK3YWL5pW8XpYTb117Y9RN5-5rTj3T3KNW3LhbPS1N7xB5W6LtRrn8r8hv8W2Yxd8Y3__Q41VsZXDj20gHM7W7sRRsJ3KM2P5W3ZvvNg8s0N1fW7NtVb81GGpx6W2S15X05bZ061W7PHGsV2mLYFzW45qdZ93k6wF8W3DXCGQ5KrrRQW7jCM877scM8dW70jwBm2k5GF9W8zyp0j7kS5XgW11CJJr27HydPW3lB1mT3-bDd-f8Lf2jW04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="Jf3QnxTP">
Why agentic AI stalls in production — and how a control plane fixes it </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3lsW26p1Kg4YVqv5W4GpTth4cvgWXW6ZB9VG5cwKtYVG8xZ22GM4JqW25bNqb3vrp8PW4w-Q7S6gYgvpW9hL9YX3THDGlW8pZ9dt8wprMJW7565wd5Lp6cJW4zw6Sl6yN3GLW7_x4nz3yLWzwW4D96WH51yVjvW7DFnBC6cxjy0W5yllKr4ZrQXZW1S4HM18nVVqDW51_ycT75Z0kRVG7vsQ2dKzNBW4bCf_R90HDXZW5cb6071JfNzTN7Qjkb3d-Z2gW8XYXx42GhGkqVG9VWM147h-MW8jfjWJ93JrnPW32tylh580YWxW5ns0Pw7cBD23W4pM6Hr17zDH1f2Bb06x04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="BeBKFCEq">TNS Staff</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3pYW5BVnPP1N_B3nW1W64Zc679X5PN8GZfC5snGPTW76rXjr4_dXCvW2Kr1gt7lJXFmW5sBHP_7QJN9nW1qX6Sh7lTZz1W3nZxRg38k-9gW7CdfDk8P22h8W59Q2m04LksykW1vhjJg4kF2pXW21Yb-Z9kcSS2N4yYQ0Mj2DH-W7KJwm92RHhqhW8WszmQ1V-nb_W2bx5vz8pRVXyW6mzVN4345QsKW3pcMGT3Kts6sW8g2c-v65S5LVW6Y9lr56Xtt-rW5SdSpC7TqxTfW5DGM155_BNp-W2jhC3M33mNVHW2-WwgZ7tSs4DW3R6vZv40CB9kW4lhXq_14c4xpW3yfXfC45Y3mnW6gsYd85PQ61Vf2sY6Nl04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="EGG6+z0X">
<img src="https://cdn.thenewstack.io/media/2026/03/f6ed036e-ubaid-e-alyafizi-f1n95dhtrpg-unsplash-1024x768.jpg" alt="Featued image for: Your database is about to become an AI tool. Is it ready?" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3kMW6p4h4C2HX-NrW53gDdz1N2jhDW4lrPmQ8q3k9XW7mXHPD72h43DW13qMwy7HHvdKW8dfmWS4bzqDdW5CS2M36csQwDW5J_6H241mnMCW7s72ML3xznGPVQ5fp67ym9rCW7yXCsR40M5bvW4k-GK06_MB8RN35y0yqVdP15W8pZlKj8Mz4pJW37WjQp8z3kf5W6bHfhs1ZVS-HW4YVS2D3gpK-kN21kZ2lD0v36N3Wc159xfjmPW5Kb29C1mNbqKW1WlSgj5P1fwYW4VJMLl1wQjvDW656YbL8Br8knN8L_3zS6gqWyW5Sr_KS86d0JPVW_lck5tjSTFf53rk0H04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="OKAnIn60">
Model Context Protocol (MCP) </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3lBVpynHG4HwfBQVCsPbG7my-tFW7f5Yp71bK8NlW9451-86kwgFZW4btNxM8JL4w-W1HWYC14VZsKjN1Lmwx98bN4JN5kWnBWcljfGW774c5n2bR7MPW5mtllh4dCB_KW6Y9jLq1MTwS8VyHjnL6Ht7ZnW2-Cp_T8Yq9DnMRypH6YRbkFW76kd8d3BVqX3VYScQw4cV_FKW9hfGX97ZvTw4W6W5wmD2nlFQbVjwGyW6pVDZWW1MtQbp7dQMcJVvCyYJ6c0P8RW6xRK0V72QvxQW1LvzTp4Hr_0SW93qLWQ9769pYN6St1ZrPTDK9W2q5vb81zs1TVW6vs2lm73H7_HV2vl4r3pfb9Ff2QbKkY04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="S2Gzqa9O">
Your database is about to become an AI tool. Is it ready? </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3lvW7lK4777XCs4hW2q0xTp3Xz83KN4QpM2vhhnVBVBHJrF3jHHNBW4j7fBP2svP2dN7Lb15z__4y8W1RGlqh5gRcBTW2zmnhM6JfHBLW252zRy70Qx2WW1pw8Fk1WsBZjW1gTMSY2sVZMGW39jcHF1bXDGyW18gmsb53km9rW2_x8gp473-6bW5JGy1Z2k4NL3VSqj8m1JvSkkN3s3zjjyHKlZW3n6x8B419Y4fW8j_wmJ60mr09W4bRd7g3bQLv2W2-dVgc4PkcH1N7zD1L984x8BW1fMZQL4dyQnYW2MbMT262s2SPN280n5SjjYcxW9lkSzj6xpGTGf4rGwQP04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="ZYRWj72m">Dan Baskette</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3nbN8bwgG2ksRDWVPyTnp6LrMhDW92y0Kh8Swj-xW1jC0Qk4Hv934W7GrLGP2JCbqlN6C_sRSYKCBtN6qqfR9YHt3DW6wD-5T5C_djSN6Nr2D__3H89D-kRvNnfGtW9kwzFz3tt8TPW1nyS0t71YRkZW2KBzgn3d5BgqN35fQqKkn3zZW3qN_2v7vZf2qW1nzFV42y-RkjW2Zvxtd8SbRYWMZjxF8Fx4dNN651kT5-xv5KW5SDGfP6JxJ39W5dVnQr6RZWcmN424kTQB3LdkVJz1mP6Nt8PmW7F4yzN4bZ5vzW41N36W45Pg3WW22J-b24tnRVgf2zxSyg04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Skvab15f">
<img src="https://cdn.thenewstack.io/media/2026/03/d8f7c40d-sara-oliveira-_ds9hwwuy1q-unsplash-1024x768.jpg" alt="Featued image for: From monolith to global mesh: How Uber standardized ML at scale" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3ljW8zNlkX83vXLwW4r7x4F1MBGWVW2kBxXC2wR8pfW8bgs2Q35W8bxW56CN2Y1s_k5HN55ZGtrYqL2hN3tLSzx5fcyPW8YT9Fl1-zCFzV2wSy31XRXmGV1Kn34134T4XW5d_FQ18kBwgkW7NsY-X7znp7wW5R_z6S1tNwkxW735yQg984yWWW36Xqtf85pZdrW3d6tYk1PNdgnW1_YSdS83qXhtW2gl6cZ616nGMW5krlz28k0M-5W6q09lG4qtHW1V_zFLc5nKHGfW4HC9Db77CPjTN4_hGvxsxT-NW49zN4h6lHPDKN1pRP1HYv1QDW3hT72d6Kf3fjVjQV_T5pPb2sW3VylBV13rbz8f8CBBrF04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="WZs/Rw7v">
KubeCon Cloudnativecon EU 2026 </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3nFW3sC6TG86SZyZVWgD3W693vbVW3PRK6b9hd-4LW27WDDb6v7H3NW7zd40b1b9dwDW3C_lZY3-5W1dN80rqZHt3CTSW15xVv93cch8CW8fYlyj5FKKgRW2L1JCW4CL6nYVNXG3Z69b74rW6dcdGL8C81zSW2gJ_3L3CMcztW6XDvjq38gjNyW77CXTK3XyZMPW4fwlYX1TpCR0W8lVh1J3Kpws2W2RFr5W7tWKzNW28rmVs5Xrq8_N898LztC6ChdW67n0NG5JWQgyW1xzprq6xKdFNW3bXsmR6_pMY7W1wJ87K2TXnZfW4jWGrz6mQsClW2h5Cl51Q8LPdf8gXLR404" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="YY5sAbr7">
From monolith to global mesh: How Uber standardized ML at scale </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3nxVxQSS57mTltCW22CB5z3P-7c-W8d211y2_vhjpW7DN49p4JPbdsW6S5fFS1D3tSzW231SZy2h3_yCW5mtcV22HNn0wW3pH_c35v1fkdN2tv9K5Tw_NhW7Dp3DH3Y09DNW33Fp_m15lVqZW7SDSp76F-WhsW3fyvB37Q8WtLW6VNvWv205jFZW3H7pgT5_Vgc9W1P0dj53cyxwGW80qkWD8lf4yBW64m3YL92C7pMW2Ykh-b5mVjFvW535VwG5fV6yxW5C2Z-472lSz9W2t_Rws7hCZ1zW8F4bY17VTjRbW4T3T9R8NkRDfW5YNcwd1gMrgcW3dbNKz50t0vFf1DjCvn04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="uqw09++c">Eric Wang</a>
</div>
</td>
</tr>
</tbody></table>
<br>
</td>
</tr>
</tbody></table><br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br>
<table id="sponsored-2" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%">
<tbody><tr>
<td>
<h1 style="font-size:24px; line-height:1.1">The market is shifting. Stay ahead of it.</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFz3hCZYW6N1vHY6lZ3lYVrgGSS7vKGZMW2YZjsl3Ttfn9W97NyhC3rbLftW6PflgP6F3X7nN1rB55V5GsG1W1flPnW24_hXqW57lhd63SbCjZW6nWsrH3hW415W4BqwWn2XSMhrVGwxPc5_jqRcW2g6D3P73Y3PGW5V5Crw4lxBtjW8Gm6Sr7k1zZ8W47TcFt2HhBvQN1pQStypdcVDVxhWlB54sDWNVJq58s7FhVgtW5jzX6G5WKWcfW7vqfLs624gkGW2dFp9R8L4bK2N4KWMpHvJVRHVMN7rP9c4sHWf36cygW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="VBh/51tI">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/03/[email protected]" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFz3hCZYW6N1vHY6lZ3pnW6T9tS25BFqyPW8Qgy7C54TW_XW62nfVb1jThsxW3qVj436M5_wCW620rSh2Ww4ttW11_V4k9jPC1vW4M8Fvf7Y5640W6_Rs5B8KnFyYW1RYstZ55Wf7sW4HB7nK5fRJ_BV-Rw306rLyFCW3bZM7g5h24JrW8xwW3B5b3SyVN4sN2zKtT15qW79Z5v55LvHlyW1tr4dW90jRyqW98zS6f2C17p6W8Xw-NQ47hzj-N85v0Xdl8WRbV8-ZWC8JCSkxW1Y9vnl4_wkmSVJdbVW1dLGjdf2m58js04" class="byline" target="_blank" style="text-decoration:none; margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a" data-hs-link-id="1" data-hs-link-id-v2="fPk873KS">
From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2026/03/6f53bf88-cautious-optimism-light-bg-spaced-alt-sans-outline-1.png" style="display:inline-block; vertical-align:middle; height:20px">
</a>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Cautious Optimism is a newsletter that makes the connections enterprise leaders actually need: how AI releases and tech developments intersect with market forces, policy shifts, and the power dynamics shaping your competitive landscape.</p>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFz3hCZYW6N1vHY6lZ3nzMxDGFw56W37N6y7qKQ_TDntW8wQgz67vw4sHN85tTDkm1RQ6W4600ql6fLjXWW8jddVw5CYbggN7cT1D3NYSy5W1SPk4G8Kccp9W6mPMz71N4kmbVnYvVS5symWQW8gVlhw8YNR2LW51THFl8DHFRcVkcvTm3SfFnCW86MpbB47TQ_SW7QnZhD89Hf1fW8lj_V94lMVzkW4QYYwQ3SFC77W2FQtQv8KHWvpW80KPHV51mf39M9q-BHydwbmN2V2TMzsrZP3W9fY1Sy8VsjX6f1pgxxM04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="+MSMldXo" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
GET THE NEWSLETTER </div>
</a>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="cta" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:40px" width="100%">
<tbody><tr>
<td>
<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLDH5g8t6W50kH_H6lZ3kyW7GQgCM2hrgVkW4HZYQf8N8gfkW6q1jb-8bh3t5W6nNClQ5Cz6N3W1b3JFn6lC2CsW7PZsB57Vps-3W1jlz7h6LklYZVNc5Jf8r0xrVW6BQlPt4GMrnZN1s83DTnYyt8W1HtSWq7J8KkRW1V86hL3rFgRYW6YS3693rRHT1W45JDC22DjzjkW31BrPR5DcqQVW3Spzcn1d5VFxW5T_bxG2-vWdrW75sFd36GDjb1W36nDKf5CVxMYW1yrlQg5zv5yDW1yKk4R4SdZlyN81sQSL2V7QrW5yCXdn6r_5NpVbHGRv7j3GsnV8bX-b6CZ7PmW61sFk5543C1PW6nBMWN74wC7jW5RJ09D8PwY33W264bR083KnT7W5PfHDg22HtBfW2crKYy5tFpZqW582X575tgF61f8qKDh204" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="+nxgPHOB">
<img src="https://cdn.thenewstack.io/media/2024/05/d43abf80-tns-daily-icon-webinars.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Don't miss tomorrow's live webinar: Real-time AI at scale </div>
<div class="cta-copy" style="font-size:14px">
Platform teams are being squeezed between the need for massive contextual data and the reality of brittle, high-maintenance infra. Join us live tomorrow as we explore why real-time context has become the core data primitive for modern AI. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLDH5g8t6W50kH_H6lZ3pLW6BN-Wk2Zq6N5W489Yzl91BMGRW9gT2G05J9XZmW8DLvvG7ngCpKN7HCDP8VN6pKW4pmPj45VJcFBW2LTqbS2MpFf9N3s6wj7c1WKZVGn64F9cNqWRW3pCrm340R-RRW3pWRRP63lBRKW4xGtXq69HJdcN3Hc8Mtrk76fVSLXlT2g1vtSN91r7Xt1yG5-N1zNCjy7McjpW6MXQgf87l-1SW45Wq027CH17WW853fpd4DD8x-W6wTlmc1lF2kVW5jp5S-6XSHGQW28zKDt4rzTgyW97VxCm59NL7wW2hclp23rzv60V977Xy7YG1tZW5QmQ1r5q8c06W7wQMhX7mppx6N59-NYXTGM4WW65y1z27Tnp7xW5q9fh09jX1kdW8ScSSC26gCxxW4Z62Pv5qL4vwf9kbQl804" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="39FS2atk">
Register to join
</a></td>
</tr>
</tbody></table>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83hCZYW7Y8-PT6lZ3m0W4KB1Gw3XWhcyW2nVKRB4cDhz6VlB1RP1Nwqp3N2_43m-3RDpzVmDkzX3NQxCXMN8NLztV6ZBW4fZZQJ7Lk-l1W4Ry3HN8YMJ3xW487hkL3VBKjCW7P83v24169v0W35pQ_F5Fg7kMN93pFc9V3RyHW3KC1bB1c7BW-N7wvbRyd7jXXW4PhQZp787CCTW80lnPs5QwGf2W1Tz7xd3wkRcFN6K8lB1MlHWWW777RgB3Q7rkgW7LWkTV2m5ztZVhPyZZ3y7wjCW2BWQmr5Tm0ysW7TknhH5MLvBLW2FZVfg1V5xp-W6By6ls8M4SdpW2lsBZ049-RRlcbM2404" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="2wbrTq22">
<img src="https://cdn.thenewstack.io/media/2024/05/a7b840f9-tns-daily-icon-read.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Must-read: Moving AI apps from prototype to production requires enterprise-grade postgres infrastructure </div>
<div class="cta-copy" style="font-size:14px">
Most AI applications stall before reaching production. Learn why database limitations, integration complexity, and compliance gaps block enterprise AI scaling. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83hCZYW7Y8-PT6lZ3pSW2MwtkP20r2klN4jHhtC50Xq7W1KlFWB3vcjXJW7jbBHp3h0KfxV5z6zP6J4w56W8hykFv8x5HxbM6bLMNBj8GWW6JQ0J63dghcKW9lNVmt4tKNVJW7_kfGS2xy0kvW2YsKr717C34-W5zlsqR21M-4lW5P_HLz5qrpY4W5dMgBX28JMdBW8csnM48r1_4kVhpQJt6Qg9kGW5RkdYk8LJsfLW7rc0n-8PJnpTW5lsCnN8cWvFCW8rbhRr2b9R19W5HB6vY16G29bVRg8-K3Cy8HLW5vZkfh3R4fWVW4t-Pdw4qSDw9N4Ys2tCQkBX5W8KH1st5lrs5Jf1gv9H-04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="ZXU5vfyd">
Read more
</a></td>
</tr>
</tbody></table>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3hCZYW7lCdLW6lZ3kNN2X_P8Xw0Ch0Vq0B265JxzNqW3tZqNl5JdwXGW6yL1hN7hRRHwN86m7Nz9GVgKW52j4Hv55wd8FW1Q2wmP3PjpXDW4QQQdC4fnFZlW64-XTq7G4hcrW4901gN7wwqX_V8Yhtc2DR6BjW3267Qm7rsqD5W6hy6-F1kWyG9VBbTyk2CXcxRW4Rk1t88K3DqbN7bWvsDbGqH-W1lmzNq7MmT8dW9lYTQ415w3MGW6bx5nc1GG2qSN5sxxf8z5pxXW4qyfMF58j0X2W8q0J0F8YXtrjW47wgcN5-VBFgW5HSCQm5S8wWlf8zxmVP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="y6/fdzjz">
<img src="https://cdn.thenewstack.io/media/2024/05/d812c256-tns-daily-icon-watch.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
TNS Agents: OutSystems CEO on how enterprises can successfully adopt vibe coding </div>
<div class="cta-copy" style="font-size:14px">
OutSystems CEO Woodson Martin explains why AI agents alone fail in production and how blending agents, APIs, workflows, and human oversight drives real ROI. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3hCZYW7lCdLW6lZ3m9W2s82RM2WY_7TN8V_VXQ11tgsW2jTMkQ3VY1cQVh46BW5Ql21xW4fYSKk5jz92mW5D5l6P5TJRnfW411vwf7Bl354W6LzfgT4H2CkmN6B2jphy1nZcW2DtQLc6PJ7hMW14YyDS23d7-nW3KGVb-4ssv3dV7lJhm1XKD7QV_PG0R7ZQNZ1W3CCKt33_17fYN57NRPCHMqWkN591zvp2JgGhVNtJsY259m5DW2QZkq01kVN_1W4T-Lwr4CRFjtVVhbRV7WRtDtN3SCs5HRpw0wW92Hk5R2lQ5L8VxyMp236H6Pyf5RdvxW04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="jdbKbWBY">
Catch the episode
</a></td>
</tr>
</tbody></table>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83hCZYW7Y8-PT6lZ3myW6Pw-1p1Zf6xqW17sZmB2Tq1N_W4dh0mJ2CQstNV-Vn482fWLX1W1djhfr1sH4y7M8Hqy92xP32N99RNf8ZHqTHW3mhHCD3hgDhzVCz47g8m1h2lW3frqlB28GVP_W2Q4tX36V4M6YW2gCXnQ8gJvZjVsy-jG88z4jZW5Mvd5W631jG5W7JSztF8bWnftW34vLnw5Qk5PXW29vPf818gVcTW1FxMPY6gncPQW3Xrp4l7mcLp0W6ZgWnh3_S1YfN5g6DN-BZKXlW8VwSKp8SBBd-W67YjxC8nn3LwW8Cz_qR8-X0xdN27HrsyVv0cPW62Pszw6qC4-Gf7brmQv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="KQ24FFD1">
<img src="https://cdn.thenewstack.io/media/2024/05/f33b2291-tns-daily-icon-look.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Trending now: Anthropic’s Claude can now draw interactive charts and diagrams </div>
<div class="cta-copy" style="font-size:14px">
The new feature lets Claude generate interactive charts, diagrams, and visualizations inline during a conversation. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83hCZYW7Y8-PT6lZ3pHN5G-Kx5NpgH-W3dHCM75fHgyCW5CZTFf9h6FkwW1_T0xw11CZ26W4nnhf68DPb_zW3hQkYY5_D6TnV_Ffh63FtcrkW7DhfDn8sq6f3W8Rkrmt8Wb0kXW1Qqvlc7ZS3gjW17xbK693Z3HSN2qR2mzyypfKW8hJQrw69ZRLwW7TzJVW6mTnbwN5cZWq_jjbGtN7BgR-CP6gQ8W3tfmTX2q_nQ_N73x7-w7Vf_DW5pR1Sr1wzHhYW7FtjS481LCmcW83DCVj5rFyjfM12wD6PVrKFW20G1Wq2GrG_6VTQ1673k3fC0N7-kndJXbqp2W4TXx508v25g4f81FDP004" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="gSmlFDBS">
Take a look
</a></td>
</tr>
</tbody></table>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br>
<table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative; padding-top:20px; padding-bottom:20px" width="100%">
<tbody><tr>
<td align="center" valign="top">
<div class="rating-heading" style="font-size:18px; line-height:1.2; margin-bottom:20px">
How did we do today?
</div>
<div class="rating-options">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLD-5nR3bW5BWr2F6lZ3q2W7Pyc9J4z4rpMVQ1VzX1q0x6dW8ZPD_v6szN3hW8w4L0M3Dz072W7016W_74RVnCW6chPFd1YKFlxW76MymC1LB_WKW7G4ZBv3QYF6qW90XCH91gLJj-W3PrTwC7pVmlCW1QRZdW7XQqWsW5TXvLD3tYS8bW7JlxQF6Fdv3gW3PyPy44yKNJzW3nHgNK2WMn9kW8jKGcm1svB4NW501YzQ6jJm45W7jq3-b4yGmrrW1Lf-DR2rxFSyVlNMTl2-T-YVW3y2H-_5Nr-bWW1yzlKs8bcYpxW1vjJxs9h3d-HN5XpX7FbHkFmW2Lp-rR94ZHL6VYfNRt5hSL31W1nC1Dz5F_KB1W9kZYBV8d5CFDW767gDV36ydltW86TB5V2W8MJbW7Wk6H211cnS7W16Lj-81r4pKsN6l2925tt594MmQS9SmTPJWf6VNDVP04" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:10px; margin-right:10px" data-hs-link-id="0" data-hs-link-id-v2="wplz4Gf6">
<img src="https://cdn.thenewstack.io/media/2024/05/fae341c5-tns-daily-rate-great.png" style="display:block; height:30px" height="30">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLD-5nR3bW5BWr2F6lZ3pkW2gMr4r8xbj_QW1TM35z5YKp4HW6wQ5bc64xhSHN6YSftKHjJyzW25rgqf7JDgnqW6dT3963YT6DYW8cRy-056WR1LW6k_w_V4WYrvcW8378Rt61NG6qW2ZsGhD6QKsRtW3bqnh02vq2tPW4NhkJv88-NGkW6NZCFf8Jk-NnW5p9PL86hW6P_W8KkVRW62yjjfW90Yr9T7bbQStW7PNck04hnS4lVzC21-57NN_RW6Dhr0H63rYMjW6y2fsj3MQ425W40lZkr2gyYGwW5T2f8-14mgm1W3b9bPk22dsSPW5PpvNH1jsPFYW7QPFyL1BbvB5N1mH9rqghNF-W3tvhFl59rpSPW8Mf7Yk4DJD4SN7VGYHHgt4-cW1ytQ2m4ym70tW6LmVKB5d3jXmVpk84134HmCWW55CN878STr6NW2Q8hh083ldpRf4vPCXv04" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:10px; margin-right:10px" data-hs-link-id="0" data-hs-link-id-v2="34BKa6vS">
<img src="https://cdn.thenewstack.io/media/2024/05/8bb71286-tns-daily-rate-meh.png" style="display:block; height:30px" height="30">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLD-5nR3bW5BWr2F6lZ3nhW923mdd6-2rsjW8JJqWz5r506ZW47qFcT7CF1B5W4-2Zdc4h9GWzW7rKgRp6rPDstN7M9lrg2kRNdW5tC2vD8RcbHCW3xffdV7JlYt0W8-Th3_4pKxl8W5scPHb7TmYlHW6bsjHM3g1QhrW3gpBYK6Hf1c4V4nG6v3VdhrlW4FY2704NWqTYW6_mLB25C15M9W1RVJHK7Xfq_jW7nS3kQ13QkzFW4tvpWL61jSv4W7Wv7fZ625Y-7VqYllL6qtB0LW93XMPl57qy1JW7TQjJ51wKqyPW7b43zx7rG_rLW3107v210PHgpW2CFpyJ4jYkjsW25BqZY8lpK9PW4xsj_78SZLN5VvLzxj4Gqv_nW4SsbRB86vQJtW1BclTy2Dt1JgW6XynrR5X2ghzW7T-FGj4Rcf3bW85P8jM2531cwW3tkqk062GM7Tf81PNrF04" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:10px; margin-right:10px" data-hs-link-id="0" data-hs-link-id-v2="vlMlS7rH">
<img src="https://cdn.thenewstack.io/media/2024/05/6b6abc92-tns-daily-rate-bad.png" style="display:block; height:30px" height="30">
</a>
</div>
</td>
</tr>
</tbody></table><br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="social" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%">
<tbody><tr>
<td class="social-block" align="center" valign="top" bgcolor="#000000" background="https://cdn.thenewstack.io/media/2024/05/4cdd8b23-tns-daliy-social-bg.png" style="padding-top:40px; padding-bottom:40px; background:url('https://cdn.thenewstack.io/media/2024/05/4cdd8b23-tns-daliy-social-bg.png') center / cover no-repeat #000000">
<div class="social-heading" style="color:#ffffff; font-size:18px; line-height:1.2; margin-bottom:20px">
Join TNS on Your Favorite Platform
</div>
<div class="social-links">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3q2W6cwmbc6TlNZrN5qNW3GQdL-mW3stlzg1D_v9NW3XtvcY2tWHD0W71CZbJ3d4vljW3VlXVp8fCKwnW5kxKFp4McgB-W7tP8kM7CgCq4W6ByVhB1kWyFPW2W-srd2tBmWyW3zhylv7nLFYJW72fWlp8lQFF7W7C0CM63pD2KYW5TXKZq3td9QmVxXWP96zmJVZW28x17d7HgFb9W7t-DC93GX4LzN7FSz6S84mYMW8vNnLS30D6TGV-vs4t2q9CYqW3d9WSd6hhzj-VfDdL44Pls5PVVqcf_3pgZqcW1LLbYd4-_GWZW9dpmQz23byG0W6BYMhP4NRQqxf2gkn9l04" class="social-link-linkedin" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="XxpBZhJ5">
<img src="https://cdn.thenewstack.io/media/2024/05/2c3f4b18-linkedin.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3prW85m_-w5WvsgTW4bCWz2947h66W8xrHlk3DV-zBW7D9zR87nlnTLVqttQc251tYwW4K9n2W91F7DgW2MNRL_5Wy4FLW2cyMPy715HlTW3cxP927XctZ5W5nLFQj8NchyTW3GzzSn8GKrdGW28p7G7830WkfN4P08zHdw-GBW17nD3H3JkdLDW4zjFNg8_nNK-W7Pkw3n8nSlnBN7zM9zf1V4K_W5dPkMp19XFk7W3tKy_W4J-ZLbW6dPBzf3t2y6qW513-SZ7LlhYvW4xsPzS4Db5HwW7PrFtZ7bGKHDW3lVR9S7_qG03d-rHXY04" class="social-link-twitter" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="KF65hrfo">
<img src="https://cdn.thenewstack.io/media/2024/05/70b64a93-x.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3pyW2mGCvz2sTY9RW4HZ08J42sGSXW3Vj5lD6dB7B0W9hL7h471gZgXW186BPn843lyBW4W0jxz941FMhW1-_V869gvNkcW7vfL4n2k3MhmW9l_nHQ5pbg6GW3yY4lf6B74nXW3FGd9h11cV4GW1fNX7C5Czf86W3Ppm-340F_5dVKNHNv3Kk9LcW7LpZGB59dtjjVZQ6wc4zf1-JW4TgqjM3b1kcWW8BFzM86RT2_SW8NLHhq5W69dyW77Qz-L2Xsvj5VSBGw65Xm_wKW1qDCFC22_vBWW8rhl0m5qgjJhW5LtCQQ6LSkXmW1YfwZK52KbHNN6Gd22Ksc3q4f1chnHC04" class="social-link-facebook" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="bhBcKF5z">
<img src="https://cdn.thenewstack.io/media/2024/05/f14580c4-facebook.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3ntW1zKPn296r4ZZW7mgGgN8Xy6QFW8t72Cn8M0Yt7W24_-Lm9gNzmlW9dZpQx5fqJRxN8WrCTW1SmSQW3mHm0_4dH-bfW33SK3l98R7Q7W7mMyqC1tk2y2W2TqbvV3TFMdqW7qKJ0G8BD94CW7bNyKy3VKy6tW1qxVds8wL25XW2ln5yT7_CSPRW5vxR938z50QcW6CRpVv6xF4XmW4f66l536QmSXW61cm7y6mLm8tW1tZCdC1gwVl0VtWw7p2XylxvW9d7dLs76qF8NW8G7qQ86zVM2KW65DDnj5_yZrhW7Tl4kJ4dhvQPf5sWf9K04" class="social-link-mastodon" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="8X8FTMoj">
<img src="https://cdn.thenewstack.io/media/2024/05/24a8d8b2-mastodon.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3kFN4KyBZ8KHKJpW59cdmD2F356rW357XCk5WZjDdW5k870Z914cFXW7s237C6GSjzwW6w3LgB19TjPrW82dS9366mdHmW2z0X2p8kb35gW1KBzLY37sqn5W1SQw4Z8JGDBpV9PTDH5m9gnPW2BVxDQ145kCVW3TqsC452SBVyW4NP1Zb7TjMzxW3jgY2X2JxtqTW1j-xlW64cK6GW2X1nkN7Yt9dRW3swcbB3bTyxgW7l88-f8T-HbjW8lHHwL2VvpQSW3GdPtR2lmfZQW8jXZYJ3fqM-kW2Wnrzz30FSL_V4djZX10vz06W6TY3tS5DqwbzW77hDZF7Q5SPJf7SP1yz04" class="social-link-threads" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="0UOJZmI9">
<img src="https://cdn.thenewstack.io/media/2025/02/c142d946-threads_transparent.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3p0W8nx4jC4gXGN4W6rg84N3bPX4qW4BC5Rh4v9r5KW2y1N_g83lYqxW7LTLYg5yGQdRW87RJZb5xQlfZW6-ml6D7YkbSsW9c3Z3Y56bgvpW3lc6Vh95h6GbW6hT1n23BC_4KW9k_jS43BPF4YW13g4Nh2WXX4VN7dvRNFPZD2zW1r33vn3d-yqCW625vSs6gBC2lW6h1vgn5PDGH-W4bHXkN5jZv9qW38RT8B53scwqW6sVxxL65vrwLW4MjKM_8y4TtGN67d4kZn0rWsN117nmYYWGRjW8HGyXk1BTfG4W4yLnDZ9jvcQmW4N1N9s4vwZt2W7-J1DL6VWpk9f87cr7l04" class="social-link-bluesky" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="o6toNfvf">
<img src="https://cdn.thenewstack.io/media/2025/02/af5911c8-bluesky_transparent.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3mjVMBbz_5FS3wXVFK31f6NzqyhN5K-3MPZHTW-W5sMc3D2rGsWRW2tyctX96B4BkW4bjTLv5f4SNVW3pd85383cW5VN8B_fWXQ0j0rW33t3wW6PqN-TW52nS0h4Vcv3zW1XzQVv7C0p7MW4FFvWK97WVTHW7-vtd58DYWWTW2F2_N97BvxB-N4DgBfprNLrVW5BmclT1XZJ-KW4RdmJV1GjjpSW554QlW2q0mt7W3WkhTp2DPp4TW7C716X5y5yjcN1VS55drbkZ7W5pLPR2771zryW5c9JHM66S3B8W67MCs33gwLN1W8qs7dl3WBDGTW1n-b4B3vtZy9W2MsFWy7bl4lzW6Mx8LR1njLlGf7s2kmb04" class="social-link-youtube" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="zyHANDsn">
<img src="https://cdn.thenewstack.io/media/2024/05/d187d31f-youtube.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGs3qgz0W8wLKSR6lZ3pWW71zVrK1-vxx1W5shFLW1l_-xjN2tHvR5k-jD_W1BCLRY8JKGWJN27sVN99vfXkW7jsj0P23ZRj6W28fY6y1Xg0G_N221MLpgH45bW2vNYqQ3NvMykW4nXc0N79-42KN9cxpfrZWxfYW92cGrV4vwvVKW3WXQPG6mtHz_VtMBM31Hnwc6W93BdzY2SkrwgW64Sv6Z2Vz_W9W2M6m-H213rbyW3pW6r611ffWrW1H1lQ16LRrP1VX7gt243QcY6VlrVZ823qGn5W6qbVM87Xw7VyN6rYBl2PdPbBN5D7WnHM4HBZW4C_SV_8xVLPVW1WnkNG7Pn6z7W1nTQ1w1mrncrW4yPcvP3_CQD6dC6bSb04" class="social-link-spotify" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="SeTLz/R1">
<img src="https://cdn.thenewstack.io/media/2025/02/0d5fb356-spotify_transparent.png" style="display:block; height:40px" height="40">
</a>
</div>
</td>
</tr>
</tbody></table><table id="sponsorship" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%">
<tbody><tr>
<td align="center" valign="top">
<div class="sponsorship-heading" style="font-size:18px; line-height:1.2; padding-left:20px; padding-right:20px; margin-top:40px; margin-bottom:20px">
The New Stack is a media platform for the people who build and manage software the world relies on.
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3pWVQCFNV6r72_2W6XVSr55F0brZW8MRm9t3SCV4TW4SLZp55sJ9fsN2jW74-vRcczVDR2pX3SqN-sW2YDGGN4CX4v7W643tv94JG2PdN1NRcyb21cbXMyHK8HfTvKfW8kPFSX7P39KtW100WBp5XRzCcV73BbL6shX7mW403YYc3xVNb6W4jVNXc54jbWJW7LwsBh5dgJ3WV8pbv06SdZ33W27p3lY13ndf1W8d6v5r77xt8MW5lLnzY6n8qtRW8dcPrM6_fcxKW7yzzpn11X2zYW79NzJW3BhjRqW36KKqQ5F1_L2f2G2K9F04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="cpYbOnsu" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
Become a TNS Sponsor
</div>
</a>
</td>
</tr>
</tbody></table>
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-toc.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-lead-story.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-promo.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-sponsored-1.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-daily-digest.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-sponsored-2.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-cta.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rating.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-social.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-sponsorship.php'); -->
<table id="legal" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative; font-size:12px" width="100%">
<tbody><tr>
<td align="center" valign="top">
<br>
<div>
© 2026 the New Stack. All rights reserved.
</div>
<div>
You’re receiving this email because you signed-up at thenewstack.io.
</div>
<br>
<div>
Mailing Address:<br>
The New Stack
1111 6th Ave Ste 550
PMB 50938
San Diego,
CA
92101-5211
</div>
<br>
</td>
</tr>
</tbody></table>
<table id="footer" class="content-block" border="0" cellpadding="0" cellspacing="0" style="max-width:640px; width:100%; height:auto; color:#ffffff; padding-top:10px; padding-bottom:10px; background:black" width="100%" height="auto">
<tbody><tr>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3qgz0W7lCdLW6lZ3p7W1qmnSj8b0_c1W1nm9Rz5Gs0qbW6gZL1k48wT_GW32rp6h32ZpsdW5B1QYJ55fcxCW7mDphq4kXqr2VtkK9-6YTcpgW3QSDDr5fhdMqW6qnwsT6CbP2-W8FBTm98CkqmLW4J0-PS8HYxdCW123kFF2TCG-DF5GPPmX9R4WW58N1vq7k0_0MW4cgp5s20LtPHW78nn2d10bxMcW5dbXLX9272WDW61sSgb39CJGxW4ThlSn61jVQrW7gm9VK566yTPN1qK9m-602GtW79zYWs4gMrwJW4QjQ1-3jNMCtVZpN6x2jmtsWdWHpRH04" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="31UpFdl2">ADVERTISE</a>
</td>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83qgz0W7Y8-PT6lZ3lwW5Cksf21Ft6J1W3BpZSV1XzVydW2J2GX24qVG3mW67FJ3d13xc56W64xPQ594v44FW8Q8XX14lPvxDW5Q0jB48h0nBmW7Qgb368QNHFzW8K-v3R2w48-4W6Xm-6d9jtY3zVXtVZ62P8st4W3hfbLR614HxfW5hRZv21Pv1GlVDXmXJ5B260qW7kbM2M7NQT_9VpGTNZ71fW0NN1SnHWt8X838W425_xR5bW15YW7RWpYB41jQBgW9jdJpZ5tl1kJW5JxXhg3b2c7HW51jtHk3knFg8N7TmqzcygrPFW3F8Z_L8_LnthW5N1cpK45wlqQN6lmF0HfKfT-f1MxNjx04" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="FCwfITW/">CONNECT</a>
</td>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-R_W4hPpJ14t4pwwW4fzbQX4hfdJHW4tmPDn3z1GM-W2vD24B3dqH65W2Mk3tv32qnWDW4tD3x83ZxWdYW30JbTs2y1LzlW4cyVKf38kfP3W2FvLqq45DWClW3D-NG034vVrNW1XdGyt3LJzB4W1Q9Xch1XvQjNW3b5lKN4ckTGqW2FZk4H2MyxzwW4hFXSm4mcD46W3QRGqR1LB8v4W1Q0Mw31Zw2cWW23hdKL2YnYrBW2pbsQ230jp25W2zVFZ-3bjbsFW2KrXTk3QZPLCW3BWTCc3B-Z28W2qQrFq4hMLTQW3ZGxfR308x7yW24VjSM4t7LhrW2YgkS81NChpsW3SHCkk4cN-x4W1Bg6S44cq18sW43YfC41QwtQ9W2YGCkf43F3LfW1QDF8F2w42lqW1XxWpt2szNW0W4hnQsR49tvq5W1N6VXp2KRf9TW1B9zXy4plTT9W43xJBP2YlZ93W2WwSnw4cBbRBW1QzQ8s2-syJfW2zsk8G1ZmB3wW30tYbY4rm6z1W3_SK813XyV_7W4kdfBH2FDWf3W1L8LMh3NT8VDW41_03t1VszrYW2nTYvl1BGkrBW1N55JS3ZYywXW3VJBNg1XhFDpW2w0Jpy2qSt5MW30qdny1LhmC0W3XP0Dv4ckr7wW3b8MWF23j09DW4fylRj30jQ3MW3Fd6jt49RGk1W3yXWr_3DL4CJW2vPzWV3c-8RWf2KFf4104&utm_campaign=21092976-TNS%20Daily&utm_source=hs_automation&utm_medium=email&utm_content=409281568&_hsenc=p2ANqtz-9tvCDJDwvWPhc6H0Zqz2kGqEqHhkA1MRYSZ3cY4Ol5_eYy4AHhtPpyHal00F33LRyMCNc1TPmzHrCtsgujkSrX2QgjcA&_hsmi=409281568" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="qjPJqCop">PREFERENCES</a>
</td>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-R_W4hPpJ14t4pwwW4fzbQX4hfdJHW4tmPDn3z1GM-W2vD24B3dqH65W2Mk3tv32qnWDW4tD3x83ZxWdYW30JbTs2y1LzlW4cyVKf38kfP3W2FvLqq45DWClW3D-NG034vVrNW1XdGyt3LJzB4W1Q9Xch1XvQjNW3b5lKN4ckTGqW2FZk4H2MyxzwW4hFXSm4mcD46W3QRGqR1LB8v4W1Q0Mw31Zw2cWW23hdKL2YnYrBW2pbsQ230jp25W2zVFZ-3bjbsFW2KrXTk3QZPLCW3BWTCc3B-Z28W2qQrFq4hMLTQW3ZGxfR308x7yW24VjSM4t7LhrW2YgkS81NChpsW3SHCkk4cN-x4W1Bg6S44cq18sW43YfC41QwtQ9W2YGCkf43F3LfW1QDF8F2w42lqW1XxWpt2szNW0W4hnQsR49tvq5W1N6VXp2KRf9TW1B9zXy4plTT9W43xJBP2YlZ93W2WwSnw4cBbRBW1QzQ8s2-syJfW2zsk8G1ZmB3wW30tYbY4rm6z1W3_SK813XyV_7W4kdfBH2FDWf3W1L8LMh3NT8VDW41_03t1VszrYW2nTYvl1BGkrBW1N55JS3ZYywXW3VJBNg1XhFDpW2w0Jpy2qSt5MW30qdny1LhmC0W3XP0Dv4ckr7wW3b8MWF23j09DW4fylRj30jQ3MW3Fd6jt49RGk1W3yXWr_3DL4CJW2vPzWV3c-8RWf2KFf4104&utm_campaign=21092976-TNS%20Daily&utm_source=hs_automation&utm_medium=email&utm_content=409281568&_hsenc=p2ANqtz-9tvCDJDwvWPhc6H0Zqz2kGqEqHhkA1MRYSZ3cY4Ol5_eYy4AHhtPpyHal00F33LRyMCNc1TPmzHrCtsgujkSrX2QgjcA&_hsmi=409281568" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="SFRZzEXk">UNSUBSCRIBE</a>
</td>
</tr>
</tbody></table>
</td>
</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/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGW8XrLpG3CH9-11p2" 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
GitHub Copilot stuns researchers
March 17, 2026
Mini models, major impact
On Tuesday, OpenAI released GPT-5.4 mini and nano, two smaller models designed for tasks that agentic AI systems delegate: codebase searches, file reviews, and parallel subtasks requiring speed and affordability.
It’s the first time OpenAI has launched new mini and nano models in a while, writes Senior Editor for AI Frederic Lardinois. (The last release was GPT-5 mini and nano in 2025.)
What’s especially interesting, Lardinois writes, is that the trade-off between mini and the full GPT-5.4 isn’t even that steep in some areas — particularly on coding and computer-use benchmarks — all while running more than twice as fast, according to OpenAI. Nano is the stripped-down option for high-volume work: classification, data extraction, ranking, and lightweight coding support. Both are available now.
Go deeper: OpenAI’s GPT-5.4 mini and nano are built for the subagent era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3prCCW7lCdLW6lZ3mwW2c1scg3bvJ-hW2ZhGTf7mM2V7W5kGx6K61yMDXW29JQMN7_9rl9W6P37Bb2-V3Z5W5LC0CM7QYyylVPm4tb3twztWW8Dgw2g8s0l7qW4n3Bk54Xd4ZDW49qRQG4T4H7mW7pGH_z3-96zpW1LCb7R3PyjM-W2DhwdM8HgbnsW7CwdkV498WybVHY5Ky37jXytW5170t68zpcHlN4HPPp1-w-ZGW3hl0jD7R27LnW69ftm61WQtNsW61NCHl9jngppW5dRHRP8b4KYjW4F7bC_314l7dW5cPxN29b8JZyW5NCMyD5Z63Twf5ktBMR04 )
More essential news for your Tuesday
◦ GitHub Copilot’s effect on collaboration has stunned researchers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3lYW9lLNY35fpPsNN6xVzpx7Bjs0W6Kd3_27GqMkbW46cfMw6r3xcSW32BJ9f3_LF3DW8m1xh22f278ZW1fkwDg6Bd0ytW8jxsrB630Gg5W62Py2G11wXZ0W49YRVY670wgTW4gXkch2px2l5W1CWvlf3r0sDsW86qZt-6B7dZnW5CbZ7S8SQpcWW805PjD5XGRL_W8BRK9q6tPS46W5hstPS3xVbVDW6NkvWl66NFlyN6GbVyj1cR3CW1Fv7Db1w3DqVW72JKTj3M19z3W35F1pV4fhMR-W42znWh8Y2GbBW8wCrhY1NYtzBW8T-cTP5qc9pRW1h91x88RlqHxf5B1mvW04 )
◦ Managed OpenClaw bids to kill hidden token tax on AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3pFW8vMfRx1KX73rW450B9043Qm1PW6zGJd17_fBKDVdJ5GP9dm3ydW22Q50Z4Ntv8pW2Jpwd55DZQMSN3yzMj7N0p5jW3qXLdf5LbJVZW1qTkTm8pytJLW82dH_C5tPDrDW1cl7-g3PCVFrW71DVKx2l7ymmW4jqB4d7z-s1bW5NjqSF59Lq58W6RNjcn4wwhM4VFh54C24RpBDW7s2B4540shMQW8YdT-N8R8WVkW6vKMg05FDl7JW67mdG86WZvz5VrHfsr3jrj_-W3sh-wh8pgRhnVHXQv05K61p5W220SKJ7CBf74W7zR2LC834LY7W7PNlrT3zNmXxf2j8r2s04 )
◦ The AI blind spot debt: the hidden cost killing your innovation strategy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3prCCW7lCdLW6lZ3nXW50Wkl483LjktW4QTnDS4jhNlKW5STN1g3w1sw6N3hzR9m-yY_MW2_yymV2tL4nLVhRklh67GykBVjdc496m2pvQN88F9lNcy-sJW7mmxlT1LJX46W6xtd3X47TjZhW1H6KZx6GrLBzW9fjQF-4cDW1xW3JGRhm4lJH3cVpw2xJ73GwycW2bYpk45wgFhkW7wLPyg4YwL3gW60Cjw5350cR-W5tGZvQ2D3j9LW5YzJZx5jBkCyW6zbqK43_YKcGW9cDPQ793Pk3RW6BKvkf6FR0qTW4k-ymS3zv8CHW3V1-4V7q8hGPf6s4TfP04 )
◦ The security hole that every enterprise AI deployment has (but nobody looks for) (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3lwVSHXjv91jz_sW7qnJLk23NYx1W4TQwZz1QR0y-W7wX9ZV8vJbN5W1hTf-s8n-KsxN5wV53wF1M8PW6ygZwJ6HdY2kW3rXySg2bqxFHW74QTcw2GQ_QNW2jKHGt8tTzmWW2jDfVj5smVwXV2VDQj81KHk5W5h_Lpt70HH24W8Bxr8G4HNfhpVTl3V-7Bt4DvW8px6Zd6zVnk4W3cp5gn5WW6HsW56_g8c4rg18zW1gmr7f6Zj0KQW8qhT1P5dRwR8W6jZHTg2295NNW8r8jg88_BQZyVgz8-d8rmXk2W8Gtljc16VnRPW65DdLM5Nzj-CW3Lsg3F92lNWrf9gf94R04 )
◦ WebMCP turns any Chrome web page into an MCP server for AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3n1W17dj3T9klMVFN14YrXcFSK_XW8XWMp626Tp2CV5bwyX4vSW-gW3jGDc45xZQ1NW6QQkCg1Y_H9KN101dV3jb4BbW8t7xMG3L9fPqW8hBtt45KMpqnW1cG0296dJc9bW2T5NtR4gtBK4W6vyz_03X_qN9W4xPsWv8WnXlJW3N5CRp4ZMjchW3-GF4b2Jpc9-W1Y8_VN1n3BS4W5LHXXX1C_ysPW4LbSx05wklvDW2dkMxm4rj_JCW5nWmN63mhjv9W5z6-nW4Y8p1ZW2ZVr5g1DbyphW3MYW4P87CwB8W39C4ym5bGSBrW6YwRw32TMtKVW4s5LLb1Shhxxf3DZ2yF04 )
TOP OF THE STACK
OpenAI's GPT-5.4 mini and nano are built for the subagent era
Featued image for: OpenAI’s GPT-5.4 mini and nano are built for the subagent era (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3prCCW7lCdLW6lZ3pxW1245xF9bb8MzVyg7FV3HSrslW8s7k4R7PcWm4W47Cp3Q1W3jsCW5mgG078BN7_1N25tzPh1Bpq5N7kk960fQX2yW1ndq6W7qWFSFW6S5KtD1PbyK7W31lF-w4ZVKrMW3z7B27291fH2W59Yx3Y3k6mhCN1BJG11yLklNVd0gvL84nnMlMYh28tc3qndW7wc8R_2nlxFpW2Ht_VC3t3cf4W7SFj2r56NkBrW2j7QJ65ZWJ3mW83Vc1Q23cBLCW3TsJN41BP_j8W4xr35W7Bb_fbW3Z9VfP6W1DntW74F23-2pmxlmf1dWHFH04 )
The new models approach GPT-5.4 on coding benchmarks at a fraction of the cost, and they're designed to be delegated to, not used alone.
On Tuesday, OpenAI released GPT-5.4 mini and nano, two smaller models designed for tasks that agentic AI systems delegate: codebase searches, file reviews, and parallel subtasks that need to be fast and affordable.
This is the first time OpenAI has launched new mini and nano models for a while....
READ MORE
Live webinar: Building production-ready Agentic AI
Generative models alone aren’t enough for production-grade AI. Without a unifying control plane, scaling autonomous agents often leads to hallucinations, cascading errors, and unpredictable system behavior. Join us on March 24 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLGM3gP0xW95jsWP6lZ3lBW3PN7ck1PCW2hVMJsl_5XZ0_xW3WD5Z41vR69zW6W0Cmr8khy68W7SwrR07znQjZN8g-ScKGRhB8W1PLcYX53y-7vW2lb6LY86VWnPMqm6R55hkxZW3kS8bx2pqf6tW90vZx_5zWys3N28FfsNQccvgW9cqb8j470c4yW8WqRJ966pSM9W1rZtV-6gbDrZW3_6rKF3DsSFWV6mgNZ5s_ST8W4v3hLl3ZRjxgW6kqL-k10WLJFW5JGbGJ7kQtlGW9bMCpd99BFytN1nMX33n3WnsW6lz0qn4HJZM3W4_y1wn61yt4JW3CS8h11b71SyN2c8Q6_bnMyXN93D1tjdqYzVW7N7K306fbKDrW6JdpjN8YL7gtN90V1RcSNxKPf7Qs5v004 ) for a deep dive into the missing piece in the AI stack: the Control Plane.
REGISTER NOW
WHAT ELSE IS NEW?
Featued image for: Chainguard thinks most DevOps teams are solving container security the hard way (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3pzW5Hg_nb6z7JqBN5Y9t59BHKk-W6DV82k72-nw6W6YpShh8G12_MW4KTqlY5Kqlx6W6bxTH77Dc1NFW8p8q2Z6gwP_WN2GHMcvxW5SsW7_99cr8zYjb-W7h3FV94HXq-TVmyxWk7W8r0cN3RVlyxHMzKtW3FFQfC7SWXccW847XRV7tvM7qW2-5kFv48sPKfW6TVtpj7NpP59F33V7FWpzltW6JPQhz9bBXGNW44BWkp9cBmFBVD78CR5PMjGrW8FwZ755sL01_N23nR4BZlyTyMF9rCLKmkVdW2Xt-Mc5pSXFjW5-QL0P388ncBW4hLZ5V8rw_h9f5JMnyF04 )
Chainguard thinks most DevOps teams are solving container security the hard way (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3pzW5Hg_nb6z7JqBN5Y9t59BHKk-W6DV82k72-nw6W6YpShh8G12_MW4KTqlY5Kqlx6W6bxTH77Dc1NFW8p8q2Z6gwP_WN2GHMcvxW5SsW7_99cr8zYjb-W7h3FV94HXq-TVmyxWk7W8r0cN3RVlyxHMzKtW3FFQfC7SWXccW847XRV7tvM7qW2-5kFv48sPKfW6TVtpj7NpP59F33V7FWpzltW6JPQhz9bBXGNW44BWkp9cBmFBVD78CR5PMjGrW8FwZ755sL01_N23nR4BZlyTyMF9rCLKmkVdW2Xt-Mc5pSXFjW5-QL0P388ncBW4hLZ5V8rw_h9f5JMnyF04 )
Featued image for: WebMCP turns any Chrome web page into an MCP server for AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3n1W17dj3T9klMVFN14YrXcFSK_XW8XWMp626Tp2CV5bwyX4vSW-gW3jGDc45xZQ1NW6QQkCg1Y_H9KN101dV3jb4BbW8t7xMG3L9fPqW8hBtt45KMpqnW1cG0296dJc9bW2T5NtR4gtBK4W6vyz_03X_qN9W4xPsWv8WnXlJW3N5CRp4ZMjchW3-GF4b2Jpc9-W1Y8_VN1n3BS4W5LHXXX1C_ysPW4LbSx05wklvDW2dkMxm4rj_JCW5nWmN63mhjv9W5z6-nW4Y8p1ZW2ZVr5g1DbyphW3MYW4P87CwB8W39C4ym5bGSBrW6YwRw32TMtKVW4s5LLb1Shhxxf3DZ2yF04 )
WebMCP turns any Chrome web page into an MCP server for AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3n1W17dj3T9klMVFN14YrXcFSK_XW8XWMp626Tp2CV5bwyX4vSW-gW3jGDc45xZQ1NW6QQkCg1Y_H9KN101dV3jb4BbW8t7xMG3L9fPqW8hBtt45KMpqnW1cG0296dJc9bW2T5NtR4gtBK4W6vyz_03X_qN9W4xPsWv8WnXlJW3N5CRp4ZMjchW3-GF4b2Jpc9-W1Y8_VN1n3BS4W5LHXXX1C_ysPW4LbSx05wklvDW2dkMxm4rj_JCW5nWmN63mhjv9W5z6-nW4Y8p1ZW2ZVr5g1DbyphW3MYW4P87CwB8W39C4ym5bGSBrW6YwRw32TMtKVW4s5LLb1Shhxxf3DZ2yF04 )
Featued image for: GitHub Copilot’s effect on collaboration has stunned researchers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3lYW9lLNY35fpPsNN6xVzpx7Bjs0W6Kd3_27GqMkbW46cfMw6r3xcSW32BJ9f3_LF3DW8m1xh22f278ZW1fkwDg6Bd0ytW8jxsrB630Gg5W62Py2G11wXZ0W49YRVY670wgTW4gXkch2px2l5W1CWvlf3r0sDsW86qZt-6B7dZnW5CbZ7S8SQpcWW805PjD5XGRL_W8BRK9q6tPS46W5hstPS3xVbVDW6NkvWl66NFlyN6GbVyj1cR3CW1Fv7Db1w3DqVW72JKTj3M19z3W35F1pV4fhMR-W42znWh8Y2GbBW8wCrhY1NYtzBW8T-cTP5qc9pRW1h91x88RlqHxf5B1mvW04 )
GitHub Copilot's effect on collaboration has stunned researchers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3lYW9lLNY35fpPsNN6xVzpx7Bjs0W6Kd3_27GqMkbW46cfMw6r3xcSW32BJ9f3_LF3DW8m1xh22f278ZW1fkwDg6Bd0ytW8jxsrB630Gg5W62Py2G11wXZ0W49YRVY670wgTW4gXkch2px2l5W1CWvlf3r0sDsW86qZt-6B7dZnW5CbZ7S8SQpcWW805PjD5XGRL_W8BRK9q6tPS46W5hstPS3xVbVDW6NkvWl66NFlyN6GbVyj1cR3CW1Fv7Db1w3DqVW72JKTj3M19z3W35F1pV4fhMR-W42znWh8Y2GbBW8wCrhY1NYtzBW8T-cTP5qc9pRW1h91x88RlqHxf5B1mvW04 )
Featued image for: The security hole that every enterprise AI deployment has (but nobody looks for) (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3lwVSHXjv91jz_sW7qnJLk23NYx1W4TQwZz1QR0y-W7wX9ZV8vJbN5W1hTf-s8n-KsxN5wV53wF1M8PW6ygZwJ6HdY2kW3rXySg2bqxFHW74QTcw2GQ_QNW2jKHGt8tTzmWW2jDfVj5smVwXV2VDQj81KHk5W5h_Lpt70HH24W8Bxr8G4HNfhpVTl3V-7Bt4DvW8px6Zd6zVnk4W3cp5gn5WW6HsW56_g8c4rg18zW1gmr7f6Zj0KQW8qhT1P5dRwR8W6jZHTg2295NNW8r8jg88_BQZyVgz8-d8rmXk2W8Gtljc16VnRPW65DdLM5Nzj-CW3Lsg3F92lNWrf9gf94R04 )
The security hole that every enterprise AI deployment has (but nobody looks for) (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3lwVSHXjv91jz_sW7qnJLk23NYx1W4TQwZz1QR0y-W7wX9ZV8vJbN5W1hTf-s8n-KsxN5wV53wF1M8PW6ygZwJ6HdY2kW3rXySg2bqxFHW74QTcw2GQ_QNW2jKHGt8tTzmWW2jDfVj5smVwXV2VDQj81KHk5W5h_Lpt70HH24W8Bxr8G4HNfhpVTl3V-7Bt4DvW8px6Zd6zVnk4W3cp5gn5WW6HsW56_g8c4rg18zW1gmr7f6Zj0KQW8qhT1P5dRwR8W6jZHTg2295NNW8r8jg88_BQZyVgz8-d8rmXk2W8Gtljc16VnRPW65DdLM5Nzj-CW3Lsg3F92lNWrf9gf94R04 )
Featued image for: What is KubeVirt and why it’s growing (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3l6Vq_kZZ6MzVN5W5brDSq66gfq0W7zp0dl4244BWW41jpZq6hljmDW5hLkJ67M9FVyW5MLX6K3fs1RzN7xZhn1s6Xg3W25q9G62crV7FW6XB5wK2d3vL-W1_2d0t22d4m5N8gPP7sMZ8pdW8G7R-r5w47w5W8vjyMt55lvx6W5Y7JtV4y1SCNW6BCGs06KKQ2nW43_vy77PyS8bW6jy0YR2TbLxCW3Pdvh13px2xRW539jql9bYcNwW7rzqdf5DFRlNW325-T_6zw2pPW5LFMrD1XlQk_N95-j7WWMWhXW93Q3Fh8-p5yfW7l9mtH4Sn8LHW1rKQgX6zTqtxf2bJGjx04 )
Featued image for: The AI blind spot debt: the hidden cost killing your innovation strategy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3prCCW7lCdLW6lZ3nXW50Wkl483LjktW4QTnDS4jhNlKW5STN1g3w1sw6N3hzR9m-yY_MW2_yymV2tL4nLVhRklh67GykBVjdc496m2pvQN88F9lNcy-sJW7mmxlT1LJX46W6xtd3X47TjZhW1H6KZx6GrLBzW9fjQF-4cDW1xW3JGRhm4lJH3cVpw2xJ73GwycW2bYpk45wgFhkW7wLPyg4YwL3gW60Cjw5350cR-W5tGZvQ2D3j9LW5YzJZx5jBkCyW6zbqK43_YKcGW9cDPQ793Pk3RW6BKvkf6FR0qTW4k-ymS3zv8CHW3V1-4V7q8hGPf6s4TfP04 )
The AI blind spot debt: the hidden cost killing your innovation strategy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLFT3prCCW7lCdLW6lZ3nXW50Wkl483LjktW4QTnDS4jhNlKW5STN1g3w1sw6N3hzR9m-yY_MW2_yymV2tL4nLVhRklh67GykBVjdc496m2pvQN88F9lNcy-sJW7mmxlT1LJX46W6xtd3X47TjZhW1H6KZx6GrLBzW9fjQF-4cDW1xW3JGRhm4lJH3cVpw2xJ73GwycW2bYpk45wgFhkW7wLPyg4YwL3gW60Cjw5350cR-W5tGZvQ2D3j9LW5YzJZx5jBkCyW6zbqK43_YKcGW9cDPQ793Pk3RW6BKvkf6FR0qTW4k-ymS3zv8CHW3V1-4V7q8hGPf6s4TfP04 )
Featued image for: Managed OpenClaw bids to kill hidden token tax on AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3pFW8vMfRx1KX73rW450B9043Qm1PW6zGJd17_fBKDVdJ5GP9dm3ydW22Q50Z4Ntv8pW2Jpwd55DZQMSN3yzMj7N0p5jW3qXLdf5LbJVZW1qTkTm8pytJLW82dH_C5tPDrDW1cl7-g3PCVFrW71DVKx2l7ymmW4jqB4d7z-s1bW5NjqSF59Lq58W6RNjcn4wwhM4VFh54C24RpBDW7s2B4540shMQW8YdT-N8R8WVkW6vKMg05FDl7JW67mdG86WZvz5VrHfsr3jrj_-W3sh-wh8pgRhnVHXQv05K61p5W220SKJ7CBf74W7zR2LC834LY7W7PNlrT3zNmXxf2j8r2s04 )
Managed OpenClaw bids to kill hidden token tax on AI agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3pFW8vMfRx1KX73rW450B9043Qm1PW6zGJd17_fBKDVdJ5GP9dm3ydW22Q50Z4Ntv8pW2Jpwd55DZQMSN3yzMj7N0p5jW3qXLdf5LbJVZW1qTkTm8pytJLW82dH_C5tPDrDW1cl7-g3PCVFrW71DVKx2l7ymmW4jqB4d7z-s1bW5NjqSF59Lq58W6RNjcn4wwhM4VFh54C24RpBDW7s2B4540shMQW8YdT-N8R8WVkW6vKMg05FDl7JW67mdG86WZvz5VrHfsr3jrj_-W3sh-wh8pgRhnVHXQv05K61p5W220SKJ7CBf74W7zR2LC834LY7W7PNlrT3zNmXxf2j8r2s04 )
Featued image for: Why agentic AI stalls in production — and how a control plane fixes it (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3kHW6ssrfn8HxC08W4rL8Gt6NRkjmW8-Z2s22tvk6qW82w6nl45r2S_W5884254cgwzQN7q7yVbBlCnCW472M-f8c7C_ZW9bJ6mw3QQ2SXW31bm6M1HT-RxN2cGYM-WFh8qW8_MC8s17gSmtW4M4NQs3V9kkpW8LFjRl4NxXysW7XZpmw1QCTglW3S_qsN1SyzBBW5kN7928cJ4cCW8Gt4c43q6ng0W2CGW1z4V5hk-W5CCBQ45bQ7KXV8rX231NvlCWW1MgLR51ccs-gW4jNT_k7rsTkbN6hLb5ch_k6QW6pjLHY8S2yp0W480Q4r1t66J0W10zWTf4NnnRdf96_0t204 )
Why agentic AI stalls in production — and how a control plane fixes it (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3kHW6ssrfn8HxC08W4rL8Gt6NRkjmW8-Z2s22tvk6qW82w6nl45r2S_W5884254cgwzQN7q7yVbBlCnCW472M-f8c7C_ZW9bJ6mw3QQ2SXW31bm6M1HT-RxN2cGYM-WFh8qW8_MC8s17gSmtW4M4NQs3V9kkpW8LFjRl4NxXysW7XZpmw1QCTglW3S_qsN1SyzBBW5kN7928cJ4cCW8Gt4c43q6ng0W2CGW1z4V5hk-W5CCBQ45bQ7KXV8rX231NvlCWW1MgLR51ccs-gW4jNT_k7rsTkbN6hLb5ch_k6QW6pjLHY8S2yp0W480Q4r1t66J0W10zWTf4NnnRdf96_0t204 )
Featued image for: Your database is about to become an AI tool. Is it ready? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3mvW1vlk-N5QQ1z6W5VQyYw3Jn-QWW47xg-x1b6kL6W6p4ckz4YGmFZN5tfSkFQ2HC-N5KxgjDx7ltmW5HLhLP3frgyZW23NRhr1P2qh7W272KD929wqqRW1CnPvm2VkHTDW5137MB6_VyqzVM_0TK2CJf1VW5LhWQQ2gfTXBW4QfQkc8hL6b5W1kCjHr3xxQ9vW8rss6w6BN44NW7l9FbR261rv3W53zk7d5mLQQxW8YCp8J8k5bMlW1JyFkg6djgX7W1lbrM5832w1TW8YPqq75KhKbhW1yFzqM3w65NNW3vMkQQ4yLMqZW7WV4Pm1JnCR5W1McSTs8qnYmNf88Zf7P04 )
Your database is about to become an AI tool. Is it ready? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3mvW1vlk-N5QQ1z6W5VQyYw3Jn-QWW47xg-x1b6kL6W6p4ckz4YGmFZN5tfSkFQ2HC-N5KxgjDx7ltmW5HLhLP3frgyZW23NRhr1P2qh7W272KD929wqqRW1CnPvm2VkHTDW5137MB6_VyqzVM_0TK2CJf1VW5LhWQQ2gfTXBW4QfQkc8hL6b5W1kCjHr3xxQ9vW8rss6w6BN44NW7l9FbR261rv3W53zk7d5mLQQxW8YCp8J8k5bMlW1JyFkg6djgX7W1lbrM5832w1TW8YPqq75KhKbhW1yFzqM3w65NNW3vMkQQ4yLMqZW7WV4Pm1JnCR5W1McSTs8qnYmNf88Zf7P04 )
Featued image for: From monolith to global mesh: How Uber standardized ML at scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3nTW5-cljR2K9V1kW17KKJK57Ghk4W59JYPZ765pd5N64DyhQzRQwnW1Prqf33fqD5qV1DR1n7ffWfTW291KST2-LhDBW7P5r6X3_RkCQW1j-mZP6CTVxCW3wghbT5LR3sYW1SFcbF4xGQLrW4k4Z2Q92Z18_W3JCCjx6ZmxnrMvtcvfZQTp_W4sXyFL52SLSGW21gG553srZTPV5FqxT6KNJRlW59y90r1HmxQSW5GfRvJ2vZLh_W4JYHyD82JvtnN81n9L6nL5SDW657RbD28cRhCW5ZkWTp8fLWdHW30772f6ZBCcJW8_p3VP4qDN_3W7V42353SdGCDf3jLZFC04 )
From monolith to global mesh: How Uber standardized ML at scale (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVt3nv9hTZTdW2J6-dr2v1p42W6klx535LMTYGN8XrLG83prCCW7Y8-PT6lZ3nTW5-cljR2K9V1kW17KKJK57Ghk4W59JYPZ765pd5N64DyhQzRQwnW1Prqf33fqD5qV1DR1n7ffWfTW291KST2-LhDBW7P5r6X3_RkCQW1j-mZP6CTVxCW3wghbT5LR3sYW1SFcbF4xGQLrW4k4Z2Q92Z18_W3JCCjx6ZmxnrMvtcvfZQTp_W4sXyFL52SLSGW21gG553srZTPV5FqxT6KNJRlW59y90r1HmxQSW5GfRvJ2vZLh_W4JYHyD82JvtnN81n9L6nL5SDW657RbD28cRhCW5ZkWTp8fLWdHW30772f6ZBCcJW8_p3VP4qDN_3W7V42353SdGCDf3jLZFC04 )
The market is shifting. Stay ahead of it.
Cautious Optimism is a newsletter that makes the connections enterprise leaders actually need: how AI releases and tech developments intersect with market forces, policy shifts, and the power dynamics shaping your competitive landscape.
GET THE NEWSLETTER
FLOW STATE
Don't miss tomorrow's live webinar: Real-time AI at scale
Platform teams are being squeezed between the need for massive contextual data and the reality of brittle, high-maintenance infra. Join us live tomorrow as we explore why real-time context has become the core data primitive for modern AI.
Must-read: Moving AI apps from prototype to production requires enterprise-grade postgres infrastructure
Most AI applications stall before reaching production. Learn why database limitations, integration complexity, and compliance gaps block enterprise AI scaling.
TNS Agents: OutSystems CEO on how enterprises can successfully adopt vibe coding
OutSystems CEO Woodson Martin explains why AI agents alone fail in production and how blending agents, APIs, workflows, and human oversight drives real ROI.
Trending now: Anthropic’s Claude can now draw interactive charts and diagrams
The new feature lets Claude generate interactive charts, diagrams, and visualizations inline during a conversation.
How did we do today?
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
© 2026 the New Stack. All rights reserved.
You’re receiving this email because you signed-up at thenewstack.io.
Mailing Address:
The New Stack
1111 6th Ave Ste 550
PMB 50938
San Diego,
CA
92101-5211
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, especially from some administrative role or process. These are certainly garbage. There are no accounts to expire. There are no passwords to leak. There aren't administrators sending messages to liamon.com addresses. These are certainly phishing attempts.
Absolutely ignore those links!