Last Received
worldwithoutexploitation
Wed, 13 May 2026 17:35
cnn
Wed, 13 May 2026 16:36
bookbub
Wed, 13 May 2026 16:28
fpaworkshop
Wed, 13 May 2026 16:11
geeksoutfit
Wed, 13 May 2026 16:08
theepochtimes
Wed, 13 May 2026 13:20
snopes
Wed, 13 May 2026 13:10
thedeepview
Wed, 13 May 2026 12:36
fjart
Wed, 13 May 2026 12:35
techradar
Wed, 13 May 2026 11:10
Newest Addresses
bookbub
Wed, 06 May 2026 22:08
supportsumupteam04
Wed, 22 Apr 2026 10:26
jtondreau
Wed, 22 Apr 2026 07:35
jill
Fri, 17 Apr 2026 11:54
theepochtimes
Wed, 15 Apr 2026 13:24
writerswrite.co.za
Sun, 12 Apr 2026 21:01
techradar
Sun, 12 Apr 2026 17:53
teepublic
Wed, 08 Apr 2026 12:22
iwkym
Thu, 02 Apr 2026 22:20
liameon
Wed, 18 Mar 2026 15:02
Last Read
thenewstack
Wed, 13 May 2026 17:44
gp6
Wed, 13 May 2026 17:44
cb322c5
Wed, 13 May 2026 17:43
vanchina2
Wed, 13 May 2026 17:43
jonbobby
Wed, 13 May 2026 17:43
l
Wed, 13 May 2026 17:42
da2e3305
Wed, 13 May 2026 17:42
a0e3a3c
Wed, 13 May 2026 17:42
liamont
Wed, 13 May 2026 17:42
boxhero
Wed, 13 May 2026 17:41
Most Received
ail
129490
gp6
110844
jonbobby
85099
gp6dd
84476
bobby
64066
mydailymoment
61036
cb322c5
57051
vanchina2
56280
liamont
53723
funnyordie
52245
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
Developers who can't debug their own code
Tue, 12 May 2026 22:00:53 GMT
Why 157,000 developers are hedging against Anthropic
Mon, 11 May 2026 22:05:35 GMT
Anthropic and Elon Musk cornered Sam Altman this week
Sat, 09 May 2026 13:06:08 GMT
OpenAI Codex arrives in the browser
Fri, 08 May 2026 22:07:14 GMT
OpenAI debuts 3 new speech-focused models
Thu, 07 May 2026 22:08:47 GMT
Agents: They're just like us.
Wed, 06 May 2026 22:02:41 GMT
The new ChatGPT has a focus on “accuracy”
Tue, 05 May 2026 22:00:16 GMT
"Taking the Ferrari to buy milk"
Mon, 04 May 2026 22:08:09 GMT
The OpenAI-Microsoft reset, decoded
Fri, 01 May 2026 22:01:24 GMT
Somebody call security
Thu, 30 Apr 2026 22:07:06 GMT
Selected Message
From: newsletters@...
To: [email protected]
Date: Tue, 05 May 2026 22:00:16 GMT
Subject: The new ChatGPT has a focus on “accuracy”
To: [email protected]
Date: Tue, 05 May 2026 22:00:16 GMT
Subject: The new ChatGPT has a focus on “accuracy”
- 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-may-5-2026"><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;">Plus: The context window has been shattered. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_d3qgz0W6N1vHY6lZ3l0W3KtMmK7Nnh-nW3kGZh96MfMwhW280vmN6nSNkQVgbyDb6hbZsnW2BYDZ33cP0ygW7SyM7v2zvJVZW3YMyXJ2dk4K_VKVJQ59bwNpKW6z_cCL71SHwKW1WKsL82D9XTLW3gK2RP10SnbfW968mdN2nvPw0W5c_Pl85GrdPXW5tryXZ756yS5W6vhcNw6bbF-2W3vVyZ51j2nNMW6SCQC-4Mxn4PW7Y-VLD3jPwKLN7wsJRMHk3_-W4wChC726fmf7W8Mpbt-5y912CW6gHvlz8bTVz0f22pFfF04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-Y5nR3bW69t95C6lZ3lgW2xxL5j739hx6W2Yg8-L6j60NpW22H8vH8XCNS2W3mwdpm7FqH7WW65DMnQ540FbsN7dqm72PyyZHW5cDyfZ91ZWC5N749nnH6W5vWW82Cbf27h9rKkW3BtPJ71BlgvdW3r6_Jm3-h7skW8H9YhZ1fb1wvN25VD1Rzv6T4W1PSm_B64VB4tW8s8v6N2NqsQ1W3VHBVf9knbD9W4H39jx1l9GydW2wrlT_93fJGRVyXdsz8qYTWKW96js637JxCfdW7yHxyS827BxBW8JQgfG5CRlp0W721CpP2DYzTrW8RgW5l2DYJzKW78wSX01DD_D2N6YJMxmZXQh2W2n07m21lVMn2W3rxqf48gRC4LVs_SSV3VkkC7W8lBh0P23jh7gW94mBth990wbfW5j02Bh3nclhxW4xzWpw4vtKwYN6RllDdYk5rZW7jbsq94rxDYFV1LjfD7jRLlrf32d7wY04" class="link-view-in-browser" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="kk9wjtKM">
View In Browser
</a>
</td>
<td align="center" valign="top" width="33%">
</td>
<td align="right" valign="top" width="33%">
May 5, 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">The new ChatGPT has a focus on “accuracy”</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">OpenAI announced on Tuesday that it’s <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3pXW8dPsZG85xqj5W4JsfV779MPfMMyv2HX5G2nzW8Mstp03vF6_xW3Kv3fb86Z4zrW367r1k7HvMTBN7HtkhhrhVK-W8GK39R1mbDjfW8GgYm39fmGZsW5Ndnf928rdbDW15BY3S237tLNW8ChlT755CDHCW6zv_cD4cG3lrW2NvT6F2lN6krW9d__7G90xMNDW820xgx88TKpwW74KdG_11_RkyW3XpKfv8whhlTW5PvRZD3JcCGMW4c-q882X0YjqN7nm5sx3XKS0W1shDKF6n9k7tW46MNv55gvtbtW6gN6R86KKLGQW1ySP1x7g1MZMW4FHG6C2BR--bf1PFzKn04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="yC23mOiK" target="_blank">replacing the default model in ChatGPT with <em>GPT-5.5 Instant</em></a>, which the company says produces faster responses, shorter answers, and fewer incorrect claims.</p>
<p style="margin-bottom: 1em; ">In this breaking story, TNS contributor Paul Sawers explains that the new model follows GPT-5.3 Instant, which was introduced in March. This new Instant model is designed for everyday tasks such as writing, analysis, and general queries. OpenAI says in a blog post published Tuesday afternoon that “accuracy” is the model’s core selling point.</p>
<p style="margin-bottom: 1em; ">“Instant is now more dependable, with significant improvements in factuality across the board and the largest gains in domains where accuracy matters most,” the company writes.</p>
<p style="margin-bottom: 1em; ">OpenAI is highlighting improvements in accuracy, but it has not provided detailed benchmarks or independent comparisons, Sawers reports. The claim rests largely on internal evaluation, leaving open questions about how the model performs across different domains.</p>
<p style="margin-bottom: 1em; "><strong>Read the full story:</strong> <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3pHW153hvN8k4Df0W2hJ6xL4P62WGW74C4gm7vN6-XN8d10htxg6v2N69DyND8_dpbW69LKS21YXdMSW8TB3Q-4_6-kGN56714wQ38PJVz7t1T10h7RwVfVWfn1W6S3bW8fqnlN2K6DfGW6kx4Vq3qT1KsW59Y7TH7KCFLnW2nfJPF7bBgj_W2R3l0G1R7LLsW2kDtkK5DBPC9W6GdCmv2kqQ7vW5_8GPy8zKNzZW85qhTC1s3J--W49ZHQT22kL9mW9d3MkF5J_M54W7jJJdl1VPM3fTN4db5KGdzRW57fJLX5mhXDMW5v8MQc5vz_GPW6YjQWQ5xpgt8f441sfb04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="N/9lWRQe" target="_blank">OpenAI rolls out GPT-5.5 Instant as default ChatGPT model — and promises more accurate responses</a></p>
<p style="margin-bottom: 1em; "><em>More essential reads for developers:</em></p>
<div class="col-50 lead-details-block">
<div class="post-title" data-url="https://thenewstack.io/subquadratic-12-million-context-window/" aria-label="The context window has been shattered: Subquadratic debuts a 12-million-token window">◌ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3npW8c0rCR3xdZnQW67G5n62QRXqhW6MfnzZ2ZGYKkW1lML0j4z9vVPW3KMLsX2LSNByW7r4FHl4yl317W1Lq3qH3KbjzjW2f04tv4QlMGnMrK5yCnzsBYW5-R8bF8v7TZCW2G9DSf7LcZkqW5W_S2d51CBRmW1kLdHL3SxJ76VtNCnj7DSzycW2vFwTk5VQRp5W1jPkXP7ZqBn4W71VrTr3j2PP7W3nWm9n3fbb14W7cSvCK5Sb65yW5P-MwD7JwhD9W83yZtP6bGyK9W68mXy685YcJ8V1W5CR18FWT1W1Cmzw330pwTRW20wGP2671nmlW6Y8V9S2X1YBcW7cTMyy38BbbcVVBDMp375Z9Vf49rYn804" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="QK/cWQyK" target="_blank">The context window has been shattered: Subquadratic debuts a 12-million-token window</a></div>
<div data-url="https://thenewstack.io/subquadratic-12-million-context-window/" aria-label="The context window has been shattered: Subquadratic debuts a 12-million-token window">◌ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3q3W2qtTGK8-lvydVQqhkB2d5LT0W3QYywK1FXfHNW5J-MHW9l5hrWW3-lRb84zbGH5V7vzvJ7JnbYKW6xwzgQ63qYNgW8dRvxb89W4PHVh60xf69nCL-N6RhlpG1TZhxV9ZSM48DZP8QW8CQF3Q4MWbyhW7YJPQ83ZgXqHW2jpJyS5P3WGzW4DpPX25jDMbjVHXCQj2CJ5HdV3ZV6l2HttFxW3tSwV97xP_nrVgdGmJ8zG2M1W4GL4YF8Nk8LDW3tCSN06QKfbrW13MbdT3gVhwCN44Hk0qdF0k0W54TTGM4svn5PW3SwysV50j9rlW2Hjhng7bC2wPf2hCj0j04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="4rIWVi8Q" target="_blank">AI has a sprawling data problem. Airbyte has just launched a tool to fix it.</a></div>
<div data-url="https://thenewstack.io/subquadratic-12-million-context-window/" aria-label="The context window has been shattered: Subquadratic debuts a 12-million-token window">◌ <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3lwW9g7ZZb2qpTrZW7hvb8D7BZBMyMg-1y-LvqhWW1wM8m_4DL0bfW6MltlK7cj9MNW71DfjP13x5QpW4d_Q453t18kVN3sKVMs42yjkN3zxLx72g_bGW8k49d173bWfZW8KtW5b2sccFmW1vpmK57fWhJyMb9Pf_Q1DvQW1jnq4158vsVtW5X30gN11S3fRW1GJMRb7gHHbfN8sCw69vxN1tN5ZfWxvhzRXdW66k_q82Rlxn9W2Mf9Q25FNnvnW7HDynr5SZ3ptW4JYxPs9flJYQW5fYQCZ8kQFmxW6N01c34sCHC-W6TTrwQ4GG1RgW7Z1QHz2-ymh7W6ZcJYC7fNvtbVMB1245cn1Wkf11K6Bz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="0SFp/XK1" target="_blank">“Real maturity problems”: Not every developer is thrilled with Bun</a></div>
</div>
</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3nBW31tJ208RC8JcW4fGqgF9521v0W5bxjBr2Y27C2W4b7HWg6c_72tW6x_2R35Rzm61W7_tBYB4yNTd9W4KZ4-l5sQXdMW3DZppC3TlbPDVFL50f5hVJP3W19cy2199WTqcN4GNfXN_hDjwVTq90V9dDSXwW1K85sW9kQJBDW1TWKzc85Q2T_W2RP1C28HywrKN4VlntwkC5rjW8n79L05jVHMpN1H1WMQtZQKfW4tKmHF9kbLy0W4GKqfp1DfDtXVV4pKZ5MmPyyMFPWxR3crRTW3B3YBL2L56chW6hyJMz5_FdkGW8SjFvK2qz49nW37lQPj4xStYpf6M74rT04" 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">AI has a sprawling data problem. Airbyte has just launched a tool to fix it.</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3lcW4jLyc-3SZ3dKN64nPbDYSsmRW5LV8jl5hnGsHW6sM6j45YC4PlW94mX0W99kbSMW7PQ9tC1-LJ0mW1V-MLb8DgpGYVsPQ_z2762jkW2-79Kf4yvBcmW4MRK9k8qT71ZW6VzMJ-1DmzDrW3lkbDD7W512nW3LT4HS7JKNTqW99WwYx7fj4GxW1YW5Hc5Mt-KkW8rZs5c5d0k03W3w11H_5B7HzKW1ND8yV5KVcgkW51QLhT4RyBQzW5DhL8W3Wg0slN6jGGQg8zQ3DW68TRqr15hSYJW26_dY92YxbrDW3vpfTc6k7gQ3W2RX1tK8tL3XxW8Vhjlk1CshVGf16pF0004" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mNW2LLMcB5Fb1kfW19xZWD7V53_gW1-vXrz5s_RswW61HHyL2x71V4W7VnPKf7G7khvW2gRkJC2pw92bW3tfl517hZjbTW33j2wL2NldF1W6H9sSj8NM03JW273x5j3177YFW5mYPYW4mLFKzW6Kc3w15hd5DfW7VgXtB4TBKq1W2TR9md3jxrflW2DLZ8V1fdL1CW5qJ7gs2fB_yDF4P_VmLV6j8W3pdjXf6mdm8zTp68d3JzfNpW1sm76w4LPyCmW4KrfJj5KPKzPMPWBFWfvVFpW96pTWL7BPVMyW7YBs8b32-zC3W7BL_l-34mWS-W7z8vrZ1JNL9jddN2vH04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="V+5OVLoR">
<img src="https://cdn.thenewstack.io/media/2026/05/1f1fe79b-yura-timoshenko-tdarp6bcu44-unsplash-1-1024x768.jpg" alt="Featued image for: AI has a sprawling data problem. Airbyte has just launched a tool to fix it." 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">
Airbyte has launched Airbyte Agents, a new service with a Context Store that pre-indexes business data so AI agents can query it without live API calls. </div>
<div class="copy" style="margin-bottom:15px">
Airbyte on Tuesday launched Airbyte Agents, a new service that precomputes and indexes a company's business data, allowing AI agents to query it directly rather than multiple APIs at runtime.
The core idea behind the launch is that the limiting factor for running agents in production isn't... </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mWW3kVY968rgB5bW7hdXyj2KdQt7W6LsSR32q26p7W1cqZLF6dGHzCW9dpSDt49g-BjW3z46hm8PRTpFW407TSB7ZvcYnW6msN-k8BcQcWW4M98tm2lPZ-5W7X2gSv7tFF54W6fhcPT20yJzMW7BYN293jbKcdW7l1XFW4NKNhFW5x4H_C1X_2sPW2LP4pd8STgmyW1RJt8h7MNCxSW504X_P8v8Md7W7-xkHj6b9KpmW320xqF1pcMsPW9jPZ2F1dZBV4W3vhBc07R0QhxF2Lw7p5sHZNN4zJgf2c357jVwSVh977p6f1W22dn3Q5rqrsgN1fj2XjDC4XJf81rqQz04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="lD7gEDUR" 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">Beyond the SRE: Democratizing observability data with GenAI</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG80q3hCZYW95jsWP6lZ3kPW16cPG32QGdtbW4z4f_m48xxZ1N6P2l2cS1y9DW3y9jqH7_fNG_N2SSZskTJlffVjKgpR5vrFCVW1cg3HD85Qn0sV3TbMt6b7nJFW1h0Sp36cy9s_W4Vh1d98S6HTjW2X_JBm54zpCTW166mkr7SWY12W1n4ZNT1bZ28RW5csWGj28jHKsVdPfw52xFNG7W5jQrfh9l9MDpW8jprkX1BM8VtW4C1_XN4b3QS3W69Qqbg7szHd0VdZ0f18K3wlwW4Mdy4p1DRwBqW7QgRSr5j23FYW8Y8Syt251SZGVBDVQg3rDw4FW4Q0VF81-dG0sV_HzgY4r93WPW5jRzCg3xwvQkW91Z_y-7kf6b9W7mkmTB7b15lLW9fr8lm273kl1f3WzSXK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+oBGjK1p">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/04/26601e78-elastic_webinar_12may26_stop_16x9-scaled.jpg" width="640" style="max-width: 100%; height: auto;">
</a>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">For years, observability data has been the exclusive domain of SREs and IT ops. But as systems grow more complex, the questions worth asking are no longer just coming from operations. <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG80q3hCZYW95jsWP6lZ3mfW40GwHZ9cQvQhN9b4Y5Zt334QW66TylZ76KH4dW2l3gWY1C69tFW6LYgfj2_tFqGN4jcB9_S8Z53W6j-fQJ2BDvhWW1nX2CS8GGxqFW7c4d5z34SS14W7XLd657TMfbXVGnvh410tY3SW7msrLH7rzvplW5RHq_B5F69N2Vq6Y3b2CZJqNW2YT8xP71sSwWW9gFKwK73vwmQW30rBm_4JhCy1W3FwnN05--szXN3cMfKyr38bGW1JKVL15sjxd3W6fb6Z38XTF2SW1sw6QG36x05rW4WPzMx7w2dMDW6KythH4THr-LW27Zf964Gv0SkW2mBnV57Sb0f6W76yNR53k2KCWW2TCR-T4LJcT4W7HgVzz1Vh1KVW8MRFrq6x2pTsf7gyxJb04" rel="noopener" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="Utm5Fdr9" target="_blank">Join us live on May 12</a> to see how OpenTelemetry and GenAI unlock data for the entire organization.</p>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG80q3hCZYW95jsWP6lZ3p2VSLV5X2RTh5CW3_ZcFz8rw8dNN3V10Dv7CBqQW5GtdtJ3GDvC7W8QTShz75pBbQW6lB-ph5KpV9nW51jN9S6HLZ_TW546r7g4yjhHmW3SV42Z33N8MLW48hkrQ35rBBdW8Db5TP2nch9yW7g4bKs63MnzSW8Znp2l1Kf8NWW11h1Cg4nc9g3N8ntv36TNrmkW1B4FQ0397xjDW4g1s5X1Z_K6tW1yGX--2X1kLcW3XX7kn2FdsztW7x7PhJ7xx2CGW2F-2TG8VFdDrV3WZhJ3bj0DxW8C7KM18H60thW7vJWZ-6QjbYLW5bZZZ17S37BfW35F7tM7pml5VW6lvL7W8VgcYxW9ccttW33xp-7N8JvH6_39WBhVKT2Jr5Cr6Ycf3qgXmb04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="5tKMZfe0" 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 TODAY </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3nCW4JGt3k7jKXYCW6qf80w45YPGcVZqg153P5hq-N5BBPN6Txwj9W7cZ-6g9886VLW8l-NgY5n_8XfW3lt81Y1NYCJmW4Wnskf3YMX7vW6qWjng7nsqbPW1-m95s2ld8zHW4NyxHG2BrWTqW68609361JqXKW5VlDlC91DKQ-W9jx4Nw3kQzgyW3wWTnW6LX2lWW82W4r056PNtnW4cH7yx4ZkBkRW7q3J5C5cl3yhW8kc4pT6Tr8TnN55vz5jjc8vxW8kYXR74qqzRQW87xyHS6QFRSJW95Y6QL6gPYZmW572cZn7K9WVjW7bG6hZ57YYFBW37t2Zk4SZ-kXdhVk-d04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="vP2w/7BN">
<img src="https://cdn.thenewstack.io/media/2026/05/281a2d2b-tools-1024x859.jpg" alt="Featued image for: AI and Claude: The internal rebellion that changed Amazon’s rules" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3pmW7tM-Mf1jkhplW82JTf-67rZXsW1lgMFM5zy15xW6bTBgv8fSpQfW3TVj2x3k1xk2VnpZ9M392B04W61ZVNq7-VCD1W1qHwQP83k6Y0V--JF63nY91nW4K84434n8MXvMdSx61yXx6PW3Msxp35P-gYCW2tR7VR6N60WgW4QZ7gh8jLmrRW8p7wst4g4x8TW3F0ZRj6sv5t9W9kjk3b6_M47zW81nSvG5sjGhWW1qS4QJ318J-MW8t07C41Y8m6hW4-Ns5x89qxMbW1_ltzq7Xd8jyW6_lrvD5bCrhVW3d7p3G5x0pdhf2fwsjM04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3kRW5q9dPP6cFkgNW4ZWcMW762BwMW2jmnMR1nF2D3W5JcCY61GM7mNW8ksbqK8rw7mvVnWr6H1ZN3jvW1qzB6K2gp7l8W2nMhf_5gS0ztVJwK8D5KxkfQN2lSRp8vSK6sW8JtL6L1Kbnk9VPvj162FbHRtW1HPBx36ZXzHnW2CPDGD5Fp-6LW1JGdz744wrNsW91X1vj2b7XWWN3W7nF5BJ7WKW3bNMZ03hYjjwW5KY0T83S3zfqW27gwCY98QzpRW2YBmLx5WYJQ6W5M52t66LMz4kW7FqwH42k643PW3QdYL27k3bxLW5n75jj4wggJDN2V0GCMpccLMdnpW4W04" 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="kgWLFaOQ">
AI and Claude: The internal rebellion that changed Amazon’s rules </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3kVN7D98gmXhrc7W2yFnS54D2nYkN3qtcXFPp7p5W4ldmJ35-Vc8-W2ZX2hq6PH_kzW4w2QDT4JsPLzW78sqsv4M-TTYW5F1sby75Y4NRV4ZpBm3BH3wgW8CndXQ6m7RJMW7mX5R-1cZ1FSN86XC5Y7hz8FW7NJ7L16BpGkpW2TVWg71VYWcsW7Jyj7566CQDbW27crz87T9M-KW2DcsgK8cvxrlW3XKQgk7QkDPcW30BZ5p6pX8HpW8LCNMG5SQzxjW5xWrXp2hs2KjV4yx0W7BKbJGW6SW8wD734PS9W7pMBXb8mvnlmf2dN8jM04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JZrd2Rni">Meredith Shubel</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3lJW29WBFv5WB6XqW8Mk7cw62ZDYMW35V0_G3nq2vcVbgCnn1FXdJZW5f81JD5ffnsvW2jHc528z2fbqW2m4V_b6YVQ36W995Lcr6YBv1dW20C7rW3B8chxW144TbV699mPjW6MT0Kk7t8b5DW3ppghb8xvljHW2zhbyD3HK8J3W4kZhYJ7kgxj5W1PTxGM2LBT-TW2t9zfC5XSXH2N6VwpN7GMBr9W77WlVm45Jtx3W7Rw9zx7MJc5hW6_lb337hvJDgW7t3g2n2b_6bXW77Y9Tp6Ftlk8N51ybKPWRwCQW7Mj6qr2wvSXLW7VXBpq8Fq-RfW2_YYnK2Lzknsf2yDCq-04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="2" data-hs-link-id-v2="/GU3jUD+">
<img src="https://cdn.thenewstack.io/media/2026/05/58d76180-reesmada-nrjzwmjnrsc-unsplash-1024x682.jpg" alt="Featued image for: OpenAI rolls out GPT-5.5 Instant as default ChatGPT model, promises more accurate responses" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3nlW7PnMCV7gHKrDMDqby45nJyLW8yqBX212brXBW22xzD_3Z9g5wW5rWqk423xZt0W6c5R3B6bjXfwN30Gk1m_f68MW5crHWd5hW5qQW98FhTz5hSjY9W3bH-4874DPt6W7kWBKm15JW7mW5MjTDM6pfJTwVFJkT41C87qSVDhcdz5HCYsjN6Km4_1SmFxzW3cBdGM44PF3cVyylzv3-GsjlW3Gq0RF2pPDx1VVxvFx92q7_bV-GWN92Z3QWDN14SlZwq2ykqW1tKXg24rn5tsW6RJj085BKwFWW6s2nmQ2RTq8Rf3WgPyb04" 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="r81eKHso">
AI Models </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3nXN8yyR4dnKKXlW7CRywR3qk4ZqW7vlYXD7yH7GDVGj7nP591m6wW6TgCbn7MV_8TMjGS2d2ml4fW6fVJm23Q05JdW1b89YF2xHDyYVv3x775788LrW8wxQ_17m1yz6W4DLCym2s3Lg9V5mLpr3qbDVPW6LT_zy8jRGG3N8JzrPJ4VMSYW65bpD47m9RGkN1s3nZycqHCzW8N96dR8Yhhl8W1c1qRN2lZVSLW5PPsjt5Tr7l_W74nd0N43xLG9W38KkFx8rG0HLV_cbxn8twqnHW3FnXl17_fhn-W7C61C13nbL_3N5sg-_7srljlW1Y0MbD9cChVmf2mBcJg04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="3" data-hs-link-id-v2="ynlsFKvH">
OpenAI rolls out GPT-5.5 Instant as default ChatGPT model, promises more accurate responses </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3nDW415j328fR3m2W46STF24zc4MTW7bZstH65Z8QqW8Gpd-d8H6N24W873HHT1mlqkCW1T7pyJ2n5Hf6W8XS4yS5zDBGKW73NX0t8ZdmD7W78Ds9r659dt6W8KKSKP5QDF7mW48cM5C2bFHMTTy3CW3z-zyQVJk7RY72fkCdN6yTPXtZwvmzN5zg_Tlmf6L8W3ylyqY8grDQQW2Wrt_98BMFvdW5vKTxX94SMzKW2yj4zG8DT-fQW4hjRKn3Kvln9W85YTrD54MgjsW8yq8zS7CbCRdVvZltZ8YBd38W4dHWvB3WKWbQW837HRx3JMP5yW6d4fMH9kFsRDdfnpsd04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+oM0MZMP">Paul Sawers</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3kNW2J7t6x1-zYnKW77wgdx5ksqCnW1vyqHc4CzKfyVK8cw44jM3tfW4t4dCR6rl5hpW3V4_6-3T2KMHN7fp81MR1dN-W43sNtj4y0J5sW24dndH5JSxp7W3-bHyZ1j81FXW5d_63f6_RDKjW4SYSJV8RsjRPW6yV6Y22CX5fvN3WMd5wLvbKmW81wGBZ47C5CrVhrZwP4d2bD0W7Y-sNQ16JxzMW1ywr092_VF6DW86l5KX3z95_HN41r58qx60_ZW7LQmp91JhsBBW8T4wps5p387kW8zzM3B8_Zs24W3RQ-5D6LVKndW88SX7S8dJrZ6W5k-2hV5f2tmNW57LwxN4PF6NvVmNqH-95xZjlf94hyYs04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="uSutiuLJ">
<img src="https://cdn.thenewstack.io/media/2026/05/d2090430-screenshot-2026-05-05-at-10.02.53-1024x567.png" alt="Featued image for: The context window has been shattered: Subquadratic debuts a 12-million-token window" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3nSW2XlfVP3tBDWNW8Xvbh86rtbFmW1FcPhR9bZH2dW2CNTNR6vwYr8Vr_JXF5pD0gNVzWj9x8zcwTHMlX9qDlCtkVW8LPp2y7Lww5TW5ysfzt8Vm2sRW8P5RTp82wdq-W7VT9f988-_WbW5Gn5Cb7jTGV9W3RtmsQ5tGWzCN82vrFzCwjDKW7Z188x1-By2KW2K_F-Z39LzmyW93Tp9z9hpQHTN5CHfm1vgG02W4dvcWy9bBB7DN6rjWnTKvFnSW7MqKSP7BnSGnW6fV38n6Km9JBW7QCLr4501PfZW4T5n2b80TCSLf3W963g04" 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="bXryL60A">
AI Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3ktW7Nk0F48kDYHjW1Dfzcj6tQvkSW4yp4LH4-kfm4W63byRc8KQbfTN6kfJHWCGtk0VbJsVp8nP9xbW2ct1Bj7r5YYfW8qh8GP3pX01JW2k38mP77sCCBW1XQdwS2Bv7PBW3LcjY81hbBXzW32809757g9lmW1gg_TB8CxhJWVpwqB86WRzx3W8mHYm25x7zN5W8Gpfl83w55w0W74xPzw2s6Gd4W6vNNll3LQDgwW7v2FPz364P6ZW7FQjsL3Bf5mtW7r3Kzv1ldpHvW343Z9t8k4vknW8XfKz45L--tTW1LBBKJ5RRFXRW69tM5k8LC9rbW1lQbkC1FK2SGV3yxnM4SvhHrW3gJdq43y-38gf3r_KBq04" 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="okIP1N/5">
The context window has been shattered: Subquadratic debuts a 12-million-token window </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3p0W2yFRlg6m65bNVGBx0r4GzmxYW7D2vWg2q2D3XW1B7pPb8zl6gTW5f2l6W8prhLGW7pxXd85TJwY-W1gHthQ8kvyJxVD5L2755hlxxW4BV-Cd4s8s-XVBFpBw8YbFl5W5XhK222wl3lgN1Xm4k3bfVj2W4qVLJk1Nd30GW46dSwF73TsN1W5ftN5p8S1BhCW4vsVNF7pr-bLN6hMdSkXCXjZW3jW7jM2sdHWCW6kVWY15fwsglN5hj9z8H1P0YW5dCnW98H2ZyqW8ypvm23MTDHcW3ZLZng2fW3JzW12W_DH7F7-6tMZ79PL6B34xW3Chdsh3hjTCbf7j0vQK04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3">Frederic Lardinois</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3mxW6bPSYr4mq1lkW3lDLBB8qGMs7W72rfK9179D1hVsT2_K787t6jW7pvZSN4WP5NmW5N53Vf8PFzrzW5bSgLH8VqbMqV_ldXw7BZQH6W6jvYxL1t8JvTW59yVzC3VM0PnN1B0PVdLwBszW8BZD9W50T-r0W5cFftF5wzp93W5yfL455mjQkFW4z9F9B5w-HHWN2jlXJP_vvzYW8KL1vC7dKnj2W7h4_Kj2w0CSlN2CF2C4Jqm_lW3xYmBr7LWyYpW6rPy441Nz_5cW1ksrFh5N6nD0W95KCrQ1Tmgk8W8w7hZ88Xltv3W61j3XR2SM4_3W9jfctH6RVn4-VD2XDw90pys8W3dn1Zb4FgjPdf8brJHR04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="1" data-hs-link-id-v2="QyM9w6L/">
<img src="https://cdn.thenewstack.io/media/2026/05/befaf8d3-screenshot-2026-05-05-at-12.27.34-1024x680.png" alt="Featued image for: “Real maturity problems”: Not every developer is thrilled with Bun after Anthropic acquisition" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3lzW661HRr8_DxNZW6zn4V22RlVMPN1ks4XjzGVWXV6p1Y88Krw1HW2Cbgm-1VLq22W1mDkCp1mWwVqW5mLV1Z787twMW3Cp4yK4KQJrMW82-q7B6RcXRxV-VXZn9ctTzmW7gXXYH4bSPzHN6gSbtvgP_gDW4tbksb7PlsVfW6k2rJN80-F4DW96QWjy7PMVBPW5yPd3D3v2BT9VjkvJh4vg4WyN4pLP2-HBJGKVqfKjB84x4pcVwvrQV8NMvYyW9bP6kh79Dr4lVH-RNl2kh_CdW79RtZ07bs_QxW6wfSP76cCDBKW23pQ4X5PDJqXMhqDnhWVzqyd-2j6d04" 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="Yl8QK0Uv">
AI Infrastructure </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3nMN453Yj8KlSm2W7HSlLB14XXB8W4GwF5J5BRmQGW4vj2ln4vGZjSW44Q-tS4thtW1W2GBLmh4BMcgYVyKl0F6gRCfMW6t63Xy8DMrV2W2jBCgD6t3sCkW4W4klt73DrWmW4v69Wx7X451KW23gN-z1GTXznW3yVkzM1z75JwW34pNjQ87HN9zVfDKDR14RKtpVN5qkd7xTNDbN62GJC19dfm6W7BQGCF41wT9qW379JsJ7Yq7Y5W6f57yf8jKrSDW2Zkg665YxZNyVlj5tn6nNdYKW93gx-K2l2TPkW44f7Rs45zDTGN4FwxPMkJZTCW4jtmQ86tpsnLW6qqx_d8gV9tbW8tM3lF4jrp_9f3CBvTx04" 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="0iIfvhl/">
"Real maturity problems": Not every developer is thrilled with Bun after Anthropic acquisition </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mYW5m0f0z30N0kHW814wrg7ZMZkZW8JPzQm1s5phlW7nLBpy21t8RJW35Xm-26mlG3nW7fYmZk6jwPmSN8GPVVBch3k8W6CkCmh1SvjQZW5YXLfW1WfRbXN6p4bbT5qxCbW632n1T92gGQzN67pSJPs6qSHVhPpV51PmN-CW1Z2VQC1bJJb1W7VljJh2MGHzwN8Vqz8LTfnfTN7166vDJNP1JW1RDjdm3yjnGHW3GC2rj5Q7wQGW4-lTxs35WGQ6W7QlngM2MvZ27W1l0tXV2PB-d3W1w0wnk3pkV0dW2dLmrr9gHSPYW8zSmKb1WrJnsN86s1cBjqn40f8HCJ1q04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3nrW8zsXh-2dY9gnW1f6BXK1533ZjW7xqZMN1jCrymW1KK6rx7SGLDmW5qfDpD5DjRxSW9kFXvg1-LHprN3MQ_DJWxkg4W7_PfZ07k50n3W2lQbZ52nTbSGW70XRDR7SLvdLW4hs4_m6ZY71kW6vCBkv8BgCJ5W4zr16r95NWcPW5yBx3g1Wntz6W8r3tTs5wxB4tW5_0dpC2cvdLXW3CLvbm5NHG5rW8t91zQ8z6T-hW4KDfsZ2hSdQsV5PbWw73jHSnMvSxmpQ7MznN54kfbP5k8zBW5cztfP5Sx9tbN509Bnt5bxX0W4QDxGX4W0Vz_W4v86X_8TGzpDf3cBPr604" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="1RlGwQx9">
<img src="https://cdn.thenewstack.io/media/2026/05/39e50d5c-hj-project-9gzqeuhxuoi-unsplash-1024x631.jpg" alt="Featued image for: AI agents need to spend money — Stripe and iWallet are building the rails" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3pmVQy4q94BzHbjN5ytpLgwzcq-W9bDZKY8F5nhpW2FTYF57X4yy1W2tPQP25BMjXzW8qtRLL32NMzLN6zxpgT8q7P7N543jQynQRzzN6KhQd4Sg024W6lQC788mC5F6W6vfv8Q97wW_SW3qXHC48jtmQ4W7Qq6VT2VY_jzW4Q2lX44s4v7DW4dj-tm2cckh5W7VD3rc1gN2pQW1C6jXx3M2tdpW2WG12N10Vb5VW7ntXXt1Q7CdvW7dW9n76WLD4CW8Mf0H93fggvGW2YBsYg4cM25pW5j6kzP7bGrF0N4VfDRC148jRW4rx0Mq5pF6gmW1bGPtZ97k3Kgf4LbCMW04" 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="+V0YxkKX">
AI Infrastructure </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3nBW7L763C5Qy4wKW5JKvTq5zYqTbW8PjYH76P3B_mW7tnssm4Nd0nrV4X4kf3J4DVlW6qySK02v-bdvW651X7_1FTtBwW138bky5XZHwMM56-Ym5njLFW5lt9mj6_sQl1N6lY9KDPr--VW8qgQWw2K-NchW7sSDRJ18BdFWW2kShrD52bwnhW7XRWb07VFXS2W3f4xqL8DCwDQN3CgSbp8x5Z6W8KdQLn2H2NC8W14gkBL2FtLYbW1lR3jp3h8d7sW6mW3p587G5bKW1QGXPl1y29_zW6DSbSf3RWvBlMHFSBzy8J6wW5YMlxl4vG1lKW7ngQtY83C_BGdS5Sb804" 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="1NYPJbiZ">
AI agents need to spend money — Stripe and iWallet are building the rails </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mnW30VLTh7s62hKW19-Fmk1Dv6B9W2CWrY65nRm7TW8FbSLK44JPF7W4H6qCp6Cw4CcW4rz9Sf2B58MfVBgNZx3MBw5JW8B4Dsq40YbSRW3fYvTP5Nxh_qW4cG88g1PHv-sW1vJ_6H3mPkTWW8S9dMR4yFKWgW8FgGy742cbNYW55b5dn4MMg3dW2JsP-b3HwB0dW1T2QzZ8p4sTjM1Zw2wW7MlBW2f4q3w2hY2LMW4r263X7CzkyGW9dgwH64dnyccW6N05N25f4X97W3HlqVX71KvMFVX1r8z1N2cVdW5WPpn_6g1DLRN479wCf67GXDN7LbNBQLlGfyf7C9jt204" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="RmvF7+EE">John Biggs</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3lcW8t92wr4TSqswW6k-5Z56mYNhtV2LyL85ZGSQxW4GyVJ58BcFtcN5YlyqGBg8mbW7sDQN-8RpHsWW6hFplB7_820lW6XSFVt5mjsVMN1d23H2v5QhxW4k4m0d3ctcM4W6-zzzq40kHz_N2pz6hfdfSvkW10rSm-3JZHrfW4s8dxD3zYz9GW1k1ny518kZ0XW4H9tSw2rzr9WW1X_Mw92K6dz8W53M56p4_N7HnW3ZGj6h44wk1vW65m5VQ6sSTBWW7_nSqp1YgVdDVYLgk_6k0gnZN8jLSw7_NcNwW7M60Tk6fLQkZW9lDrJP8yYkKLW178tnb96S73bW2YmMdn4w29bpW3Mzr948n1zclf6btdKn04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="7fSaGn91">
<img src="https://cdn.thenewstack.io/media/2026/05/b987245c-alghozy-uk8p08no3k8-unsplash-1024x571.jpg" alt="Featued image for: ScyllaDB cut Sprig’s read latency 4X after Redis and ClickHouse hit a wall" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3msW3cBmyY6Mw3_fW3pPdsn5wfnNbW6G497m1w5R4cW4_5lSS73WNt9W7yl2Rl5TJqsnW3HD2K33Q1CFqW3fcXzz4PMQ8MW8cGNRP3pKDT3W5L10SH35hZdnVTBHQN34Hw_LN2__z8zTfhn7W50STBf3nt4ltW61dhMx12fV8DW2DJn9v7Z30y6W6jBQ0k7HzzrwVzTbH31zC5gjW8Gvjgh2Ych4TVKH4pB5cy8xMW5gZ0qZ4wGTD7VDrssQ2mW4cGW60HLJW3f_7_hN31GBW6H5TD9W33NV3s4JQ2G0W1PFR5M4RpYG0f3LMfSz04" 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="w+6syV2B">
Databases </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3m7W2mC6Kn1R8JkZW4yWCy17CV2nhW1cHZT25cqrjxW6Mkvy73yLb1yN39qBqfLh-XqV34pns2Y797QN8XT4NXFvjnkW5D0Cr12403x-W2FjLkG92MXgpW46DcFk86g94yW2CDyv_7ljr_FW293JN03lhmxtW894sfR3GCLBnW1g5ZtR3kvysDN7N0LqQcy8R0W3cJlN980YL9JW5QW29V1dX5njVsLjt14R9C5dW6Hqyr61yyxywW72FYBh1mbZ4SW1MwyW72yWqkFW3vh9ZR3pVr2TW4y1jlD8w-nQmW4gwvp68GDcCSW6kfqKh6r4xmLW1hHWH35--jyDW7jcMr36JqPmbW58D6rC5TBrQqf2Yt3dn04" 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="6gvXp9eA">
ScyllaDB cut Sprig's read latency 4X after Redis and ClickHouse hit a wall </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mCW46f3cs4Tl22lW3l-x8k1nG9MpW6sLCcL7MFPPmW4S4kcv5SBlCTN2-2NmkcLtNDW5qJ9jP53DHl8N2613SPwjPyvW2nrkW06KN3TbVhS6lL43tTsWV7B0J878PHH4W6ddcrW1P9PyPW2bD7hg6wZY03W7hYgdv6hN0JyW8LysJn7Jv4hWW5wVgvn8v-b00W36H74_6N7hMBW4RRVX14Rrsw1W7-Pxym2Ztq9FW4rmqyS30gGGNW4G0PmF1sVXtgW81FvdB2M91vxN1cjrxvrykBdW8FJ84Q96HLMGW4ZRtyj2LfbRxW28Mmtk8tgzGDW3Swh8c4cfqH9f8s_fp604" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="LxKB1pl8">Cynthia Dunlop</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mLW21H3bc1J9wCJW2nWH3q4h80ZPW931TrG2xvlWrW7BvBF05wnTN2W7TG2rM4w9gP7W2-73cL2tv6LbN8_5nQNml4MsN4KpDxqrQtFhW6sm1Wz3fZMpnW4G2WXs818gdRW3_tMms7h-nKXW2Mz0jP6Ch7XpW8mv7Jf1LVPKNW8XZLkm5hV_TQW1WPbdB1PJD09W3jcSwr2LyB2cW2vL3fh2Hkb9pVhYPS03Yr084N8CV5FxgCmLrN6Y10xx39dPGW8nv0h-4QkMjQW1vQfkb7FtF7XVX6wts7XXQg2N3tLqdT9z7VWVz4Hvt7rhz8RW29-s061xM6Trf6zrBk604" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="tHiO9BNg">
<img src="https://cdn.thenewstack.io/media/2026/05/0806b5ec-vector-1765799632514-6e79d1038e1f-1024x557.avif" alt="Featued image for: AI won’t speed up software delivery — nothing has" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3nMW4Gl5Nm20CMlfW3qHQn55K1cVZW3B734D1m319VW4mw0vH3KxQvXN7VCwHtK-4xsW8nX-6r2TdW2nW4tRM233xgFTDW2YlnC31sr0s7N757QxST236pW2F-CYy7pxkqLW1q2xc12z6mYNW8_FMqF6r28DYVZkCr12XGLj0W3MTv-47pBk-MN7Z7bldfmFZtN4v078nHQXbcW81-hPx1Wz8GqM3D6d-9VWy0W8pGJJ17Clf0yW3HGVCJ2kybhzW7twhqs8DQ3xbW8Wvzzw26V31JW5Vc0gd3ffYwmW66cCG03Zp_mmf8dq8Kd04" 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="/E7A4i/z">
AI Engineering </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3n1N1Tg3ChSK1zjW32P9YQ202d1mV4n9sm8dfwWvW3jJCbD3B1-sQW4hTVLF4zkFcJVVzSVq6Sp5q7W8bXZ155nPWtHW3JsVb332zcfnV7XF3p6fH-2LW1Mh4P24JrGg5W6STJZp3pKSyPW8djvZK6JX2yzW260ZY494yL2nW27WXkg58p7lMV_G2_f8Lttd3N54kYtpZ6MzvW6dDWBq65kSryW3_HT578sZkZCN1wsGSJ262QWW6mDSsw74fsZKW48Ls2k6Dgwt7W170Jxn74wvdJW3vWT836z4tkBW2YY84958cgCVW208gMv9b7Rn5N2xC2NbrQhkNf3xHRvn04" 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="JQ4+rbFN">
AI won't speed up software delivery — nothing has </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3pVW89xsc17Rz1zYW3GfBY35jJy39W4RB9LV6ZjT3mW5ySp4x8V8hssW1t19JM4YzPLvW8xPLGC4PYrx_W7fGbxf7wMphDW7xLTsN4-HsMbN5w3MRW3NxFfW8lP2Wp13dQp6W5b1yrl5RdB2lW5XWxMp94dkpSW9hLYxk5s4hL2W7bfNCQ4MjZ60V7gp8f5j2q-FVc7yRz3bVTL3W2pSzv47WybjFN3Bhv5LJ_fxHW1LQWzP15RTzGW3km_gf2rf2yvW6-K3FB642dFyW3GvZ0C3s7VDbW2BGQth9dd1bkW8PVcbw8zDNW6VpV9G5332J86W3KgwN28x8xYyf8vnzqH04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="nYu0fH2f">Steve Fenton</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3pjW1qn9zc1-XT5gW1Ngm5S74xFC6W93dfGl4P-fX-W7v2ztq7Kxr-fW5c8kmP5x3nWXW78LyHd1SQ4qyN3kLxjHBhJNmW7lys_0409P6PW1SD_QW81f9y1W5jwXMy7lX3XmW4CbP2g8PLKX8W5xZjcM1dn13DW7T3lcv8yFYfQW8RBq6W4Sv64vW1mPYV-2wFGmMW5yr5bh8Gv-VRW4hZ2L94d3tqYW8vJ5wl622RCXN11pldCPrZRLMq07bDMN0ghW8s6-TL81kz56W6dSh9_5xY39yVzWL9D1rJfZpW8Vg4rm8c-_rWW3MJ0234KSkTmW5ZzWsZ8QkPdCf1Q2ytK04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="IPmszzcI">
<img src="https://cdn.thenewstack.io/media/2026/05/c5425c98-getty-images-f7hvqfyjz9u-unsplash-1024x682.jpg" alt="Featued image for: How OpenAI scaled to 900 million weekly users with Ory" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3m_W1zwc4b6smp69W2BtHXD4Ls3XgW17Dttc5JDBpFW3qrWxn7bXm4vN4G6_4fFp74RW15Ks6v30p8pDN2MvFclGgxsbVQFKKH4RkRw0W8l5Gww68zSckW63L_Mm3D4MmkW4kGz366G7-lfW36CDgy6Sf1FSW1K5WL-53C_C8W2z0Yzm3V6WrZN3zTjP-9tQWLVs42Xx6XBPRVW5Rbm5h2YWY2bVkwV6x8tC5t5W1CbwtC9g2M_nW6cyJMB8tBK0BW5-2Gns7nzlvQVWftfn4LNkNkW4VBBx-66VJdbW8yFGfn2wmzj9W8fz9zQ61fTQ-VjKQCZ2s5SrNf7f5Khq04" 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="DXSgt2bz">
AI Infrastructure </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mvW5Y32jg8LvbpdW6jSDrW6KSRqGW68YcB27ljDTfW35MpRR2TvjqvVwkrzx33B8-rW4gxrgB9l8hf5W3G691y8G3WB5W884B-T8whdNQW3DCBr06LPbK2W4yyggn6jt-cbW5QLJy148fyB2W5VTV628fct5jW3bW4Jp98Ksp_W3-G7_v2rg_xnTS6lr7jCxxlN63W6WGjJ1vbW469J814QBV19N5LStQwBnzRhW685bwF6gV8bZW95922527yQ8WW1SKGWd3vmkJRW6VCLc-6sdGMMVSBYDR5hbd-rW8w4RFf6X3-J2W86m5Wb57bGWFW5BBgg-6Z7drZf8jCPpP04" 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="e0SgDAW9">
How OpenAI scaled to 900 million weekly users with Ory </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3l_W95zLzV2J3MtQW6rbCPn5sv7NWW1b5LfB4N2rDmW8dfzQS1KzMHVW7VjJxG60tbbKW8ls0-x5LkDd4W6kqxWM7qr1nQW54Ysxk9cQkVzW72mCbZ27bYFfW6kbS_X4XXQ8jW1DnkHJ5Z4PgnW7zMf3s9jDDDLV2mXPS5Vj3LGW5_L1X02pCYsjW5p6y6T3FlGBJN8v2kHJFwhN0Vj_2z11_nf2QN1KK7-LCfqxHV2mxwQ4Tg_T9N2zpqrq70HW5W9jMmXv44JtLsW54Y7cz7hY_l6W3C8PBB52RXndW1T3_G_9m1k8jW67CQBw3WsFZlW2FbVmf5YKKVldg6Y9F04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="rSOO0dv2">Damon Tepe</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3kPW54ZgqC3S1YS8W8q25K41bvNQCW8zj9qJ2MCXpCW6P_X_D3H3h7GW59G1n05WkqQrW9l5zR-1P5JQkW5sPxRk6L-_VnW2Sgrdx7SKNqzN3FK9mK12DZtW3BCt835c6kYfW3N_spN2VDqq7W8DvFLG8rFDvdW8rlf7s5xhdKjVhDq7f2SSbF4W8Z79f86KYwWPW1xy85-9402-TW5t4mRg8QBWv1W1HK82c7FgNsdV173Qh5KW6jmW3SbD8M36nrFLW2Z1rV7669CMpW63NBKl6b7QLfW5phTZ91mWFt3W46H6Fl8SJPfYW1ff6SB3s31ChN2qMtxTfL1DLN4GHJWsc7fFfW20RQrH8cj-QJf90Yhml04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="ty1VfJ3D">
<img src="https://cdn.thenewstack.io/media/2026/05/a242b6f7-owl-illustration-agency-orgvebc4fvq-unsplash-1024x887.jpg" alt="Featued image for: Arize AI and Google Cloud lay down standardized telemetry mandate to keep enterprise agents in check" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3m5W7TFQc13_H-MBW8v6fqP27jT1_W4p3V6g64ytmsW14-d5B13J_4-W6T_sdj3JSpk3N5JZwcGVqTm0W2xQBG84hhlwJW7DGyyy7mhQ0hW6Y5LJd1-yW4BW8L2mKh3NVB3pW1JB3158VmSTMW5dQlxv93YP1lW10btRs94cdG8W8LvfFP55fYthW6r8V074JjkRbN4NBRVFY85ZVW4MXLQv3GN75TN7GBz1GcQNzhVBK4P73jhJ_JW7tGrjm4HbDDKW6sJX036hpsFnW5gRn4T6nL2XDW8M92p04bGdyZN99R_8glNxxtf4VSMkF04" 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="KhZQhUnk">
Observability </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063qgz0W8wLKSR6lZ3n5N36Kdyp2mhdJW1x9cSF9jsRnwW15Wj0_1Z3RKgW4dyXmx2k7czSV2_gzB2nBF-qW5v3wpw296yxVW96_DhT2MWQNKW7LldC57GhYbVW58SWF897g2MNW8BmFXd6CyfWMVl_DTT4Rq1x0W44kZby51ztJSW8plh6w1KgXdRW6z9YXg4KC4LkW8B7Q-r3t36YSW8vN43297bFl7W8185ZP1B_N-qN9fcXm_w53y5W6Gfl2x6tjpHcN7gpwtwhx066W3mMVjY70ByQ3MyR1mYxNKgNN6CszHcBcFxNW7TWHhj4ds93DVKf7Ks27V1_pW2-cQ5N8q8qxwW5zlc9P86V9HfW33CsDK6p4sWTf3dlYJv04" 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="6B2YrD1O">
Arize AI and Google Cloud lay down standardized telemetry mandate to keep enterprise agents in check </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3kFW6BF6_M7BRV-mW6cv6qq51qgZDW8ZqS6q89HgKnW65Yb733pV_Z1W47ByMX6rxdV6DYtMMqgQMqW3NVw4c5JzKhnW7G9YNF1mpxx7N3q5fVTk40-MW3T57gk1MtSzNW9c5GGG4lMVK9W8SzdJz8n23-1Vd5jJ_4cFdVyN6_Wl_Tw_KXLW6vl6z98wrdpFW3VcGz11mxcz0W2GvPGC60grGcW3zd13T4lmk4yW4M4gJD6-GHcxVV1mgV4nzBHwW3QRyql6CtQS2W6crryh85PhMyN4Fq0kdTqrf_W7wZRv57yCPqYN7d5kWN50-wxN5q8w-6_mM06f3s62rT04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3mbW7xkTz01jl9rrW3LsRW46d94M_N8lP7tCx5vpfW3bRCw31DJ6_8W99YmK-4P34k-W7xN8CF5hZSdnW1dkywB7BxHrxW5rgKWl2QKN0mW741J0M4pSlhtW4t_Tbx4nl9DrW431Jbc76XGhtN6dw2ZHCJRt6W5JJVRD1HGZ61W1WjwDT8c-F_rW1YZ67-4YMDJtVSxdH73lJ6JWW4HFL7W8NqKSwW8gL7rQ2q5lSbW5s0B818hXKfnW2SGR-k4rnTSBW5SwVRx6HmPhyW3GWvfR4N3hzsW3BqgR697F5s2W2BvtlD3Dqrp8W3FX1hV4CPJ8HV3xhmx2nPb62f8vTKhg04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="peE4t030">
<img src="https://cdn.thenewstack.io/media/2026/05/2346e9a0-getty-images-cemfwj6t27u-unsplash-1024x690.jpg" alt="Featued image for: Palo Alto Networks makes a $700M-class AI bet on Portkey gateway" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3lVW4zmWy_4fXT75W16B7Fx1sjkd7W1MXnbB3tZxKfW8fj8tg7tGsKGW24VRtX57ny3PW7fxpfp8CRyv4W6SXm1R2zhlrZW1bNcWn6ykfT8W8SMB1-7fcTdDW1FdzHf7HZ3zNW7V0T1Q1C3g-2W4ZgPYg4V_FYSW69XWJJ6lT1n9N1pV-07sN-YmN7W7vSQ_7w9mW55qcyN1sB36KW8mf9lz16PjsSW7hRjwg4gD_TpW4CN4pF8CK4gPW6Kr-x02HJMCZW5DTRPs7HT6pFTc-Bt8Y6jhFW26Rsdt2nvl7cVmxD6n4CBbRhW7GF0Ry7Mq6R1W2g1wfz3XR7Wsf65-VsH04" 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="3" data-hs-link-id-v2="+sJNjX7J">
AI Infrastructure </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3kJW1nz46m1-gln9W3tRHXP41fm43W3fxRql8bjjYqW37BLlG4QDFV9W4_6QMP7S2MQVW4rpx2X6VLW1VW6PWWYb70Cf50W4ySLbk7pwdZBW5cZ0KP26NPZ8W5LNjVq79_2rHW8tFx922wZvcrW6bTcNW83qtHvN7hqRs6TN0N3W3bWY9W2Stv3CW3P-H2f7w0J9cW1KWGMg1xn5fhW5CHGhb3l48n2W1fqBLt4DF74WW8sb6GS2-1TXDW5Z-y7H36mLn1W7pfKcj2-91JsW3f2lhP5gKhNtW6_wQBj2zxFKmW7h_p0b2--ZxRW7FSZXh9d4LdlW5p23FL6wWG9jf69_TyF04" 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="HzeXOw+F">
Palo Alto Networks makes a $700M-class AI bet on Portkey gateway </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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3p9W7cBxT51X-3vqW3_RhCL4W4NMsW3dp3y_3D3k1dVnY0db1KGTKLW7zM3WN8wH0CVW9bCflq68zlKpW6Kyq-V4nH5JbN2Z7_9q-4ZnRW5YPps83MWFjKW4qvrDJ6MqKPLW5Y3hKV2s25YWW101XzP7jNWmLW6n3XRH8vdnmzMPBkFBRlnCVW1m0RQl6mnYjxN3fMfMT2GgRwVChKtj8HTlxmVksSvl2Mfds0VklZ_X2k_hzlW4vMScg96LxrdW1ZWSsK8s5KyhW4JjbCf2xhtRCW8z2QwQ1yyXNYN7bsnxlsFqjgf4w_y2s04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9">Janakiram MSV</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">Can your operations handle your security ambitions?</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3hCZYW7Y8-PT6lZ3pYW2S3_PB5mR8vgW8x0J5B6Zt4JzN6bvY1yt7zPzW8Kt4c295SSkCW7dDlDH7tRfDHW2cVzXG2X1cPHW8kZXBc6WNbwmW4sZccV9jWdJ4N1VDSL5j-SG7W5h-v2M6jgxwQW3gN2lR1Kt2-_W4P6P_k4P8mZcW291YL_3WfD5gW7rJy0Z3Qc3-rVLxxmF47nh9-W46pRfv40FL_tW2ZBzmn6G4yv2VYGtH-4TWlL1W7YVDwF8nNvBzW8363jd4F_m1kW37q_Bs3XJCwxW6DDxmN7G3nxXN49811Yj8Nw0W6lHSJB1gTT3PW1jzf698Tsm8DW66vHyH55qp8CdjHS0d04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+xx1nk95">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2026/04/2e217339-allison-saeng-60o3hzomoai-unsplash-scaled.jpg" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3hCZYW7Y8-PT6lZ3kQW2L_ybm8rGNFcW80qfwv7ZSrC0W231qVs1Q41r2VN9xXB5M4G7nW14Zgc01BHhh-Mrf6pZWH9l8W4MYfJl3M23f9W2n5M-_8D-p7_T78Gp3rdvM9W1SlNwS8x4mTlW7rQqPj93bGVnW1bdM6y2P6rCMW8LDXML6b6xgRW10ycwm2KJtBjVTmJ4b52TKqqW4H060J1rpF0rW3p_6qJ7qknvrW5w1Cn98GQc9jW899Dtc3bJJMMW1flj3R3z0sf0W19nvBv8kY689VBtKTw66nkqpVlkKl_5Wx7HcW7B48sT5g8nZZVZHHC08CH2nRVyr4Xq6-gNy8f8YTq9l04" 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="SItDA6om">
From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2020/12/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
</a>
<div class="copy" style="margin-bottom:15px">
<div id="tns-post-headline-title">
<div class="post-excerpt">Discover why operational maturity is the foundation of security. Scale your program effectively without creating bottlenecks in your stack.</div>
</div>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3hCZYW7Y8-PT6lZ3l0W8ybXwZ3pNgTSW2BKYcQ6_sw8xW6lnmJL6RmSxvW3rK0wh4qLcpkW4xJpr27L3ZYJN8X0sTMlK9WqW2SZyNR7yFGrfN2yYkKK7zG5GW7r_j_312lcFyN3rtvYTXPwClW16g7795VfcryW3b5hWh7kkSd1W1KmQhb6vTh4RW90kynp5tmS81Vf21wh8L3JNMVRN9Th99bHQbN2R18NsV2YvHW3xf86352q54mW7lqgmm8z74LqN8q_2xwSt9cYMGZ4dz2w1rqN1VVRty8MSLDW6YX4dN8p5VDsW3XnpZQ2bhpKdVMkDyD6JWmNvW33JKZc1T1__Wf92_rd404" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="o7Dr/SdN" 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="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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-l5g8t6W50kH_H6lZ3pzN5RyBkvQJzmPW42J1R211D57zW71dhbH5C4YMrW9kCrS_1B7Dm-V5ZSNs1NLb8SW4g1sFq7ZzP-KW7-5hNg2kynK1N6GzYRk4_520W4R3PvS8wC_c9W3G9YxD7Shx30W5kXF194QjZY2W7QMX_Y2tqyyBW6TrT6S89JJgMN7_XTRCyT_87N5cLkQ2sJd2zW7WJJ806ZCKzdV2PyXd97M_d2N70hd0jLwsZsW4js-Q54wkbBZW5f78rc2DPpmYW3_pKcC5shMPzVRQFZS18NWDFW5VY3Kz3DYvRwVNgqMD73YwqvW7QLzf0937GdNMFGxhB9q98JW3zTLGd39pqFdW4CDWcq2kNB2XW46j90b3k7pJbW2FFFkl4QM1KdW42j_0l2JhZNgW1MJ8Cl2tmzk9f28yg7q04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="9smMFpM8">
<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">
Why AI engineers are moving beyond LangChain to native agent architectures </div>
<div class="cta-copy" style="font-size:14px">
Frameworks accelerated the first wave of LLM apps, but production demands a different architecture. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-l5g8t6W50kH_H6lZ3lyW2WwzK_70WcQwN8w7KrJrPSNZW5pZ1SF7-qZC3W4PlZJk3r29PjW25HsYj6KvwyxW9c__VJ2hfKcFW4Wg1nQ4T7RC3W4mf4lD6qlxLsW8zg_pR1Vc73WW1hfWP41x0w1tW62y0wP5h0GDcW8TCmcQ3bv9JbW7BYzYk5q9YnfW4GfbXL6rtw9JVdrDY46bMh2GW9hGsyd4JChj_W1zD6zf13RbXpW8R3G9z2QsWvDW5lWMxR2K8klgW5bvPpn6f-yQSW3bw1nW7fs34QW9jrQgS6n-mYcW7KhLJW76n1WZW3DdzC373dNK4W8lG66N85nBPKW8_prDl85RzhRW42rPhY55QjgWW4tGBNm3bQrnJW5ZJg906xw7H_N2GhWm0XqkmlW5dLHQX8lMLwBW8VMQxj655rNVf5hPyV204" 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="OROs94aP">
Read on Towards Data Science
</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-F5g8t6W5BWr2F6lZ3nkW3rgPDz84lJQGW3QQbyh5Dhk0-W6_4tMt5KZBKRW5FQy8k3pDj_9W1cNh9065v01nW5nNMqy1GVfmWW81T5Fp2JBw5SW1zbxcH3VH4kVVKcYGV7szMtHW57Nx5L62dgmhW39x13g2GvTJCW58Lnwh1NP4VVM3JmY2K73q_N1txSJv622-WW3TsWVg8q1jhvW99q-gr11L_c4W5Ybfjg2G3DVlV5M0M26LMCr8W6_l4xl29PtTHW2JPW1d1cc9vHW3n8hxP4YYzzGV8RXW44MglwFW34-GQJ4VwPr1W1GlSJL6rdBhZN3WgGJ_chjmkN5fyQ40-GK_PW89JC-_4G58r7N4kJCG5PGTgzN851vsnrpDd5W1m00c18LqPjNVLvV_s4KrskLW5xsWDL6G6JwTW7mxjg21l0_SnW8RdFgT3Hzp_kf32Kl-W04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="J8k/Mtlj">
<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">
Break the cycle of spending $250bn on manual IT operations with the IT knowledge graph </div>
<div class="cta-copy" style="font-size:14px">
In this deep dive, we took a hard look at why rules-based automation has stalled out, solving only 20% of IT problems while leaving the other 80% to be handled by expensive, manual "stitching." </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-F5g8t6W5BWr2F6lZ3nxN2tKfK1cttPlW4b1N1G6WYX4MW1Q2d3W6gvbL9W3yL24P44hGm3W1_HqN98C9KRDN87JP_gJFlXYW4-0lqg4VWMkbW6QjQDV4r5_rmW6JkLZ73lBDQ0W7Jl-4130_Zm4W248xyF2xdrt9N8G83J33DyMkW2MJBK68fw3P7Vdghs08HGWRjN8Z-wqC5hVdcW4QtJ2R4qQ_kPW6FzRWn1QlzjHW15rtn344PHslW5CdKR-4h6PyYW8s_mMF5fBmz1W9fyk4R4mMyczW7Q8nJ06sx817W6SNqG57rcFqpW8yS1cZ3xyGFHW8rbL1Z34W4v6W8MC4yx4gcTPzW7ts40g8pBCCLW8P9wf788Ndg7W2FnwJ65P2VhKVKFrmf1hF1x4W4rXwgx4hBl6fW5lJGY310BRM0W6y9_qc1hmC17VXB9hh4K6DxYf2QFCCC04" 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="XAIdQfG7">
Watch on-demand
</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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3hCZYW7lCdLW6lZ3nfN1YlffptZdczMy-CQmmMfNsW7QNwkB2--CQcW5dmXsj4C2hy2W1y6d9K8mbr4bW5rdbtD69x35mW3Tz3Ww6CDWwGW6K7-dG3293wqN13nk5_PsLvSW3-C3Xc55Js3JW3Mqr3f8G6rsTW4-p4z768ZhPbW56VNmm2Ymd-xW2MZDr93_pRGsVGPYyX1_jKfLW96tfV22wxQYmW7KlrnD1Syh9nW5Sz-4q8dKVS6W4YRMGd8TyVZtW50xhCk7Bs0cCW3S56BJ69vGT3W3B66-L2-4QqRW93_r0w5S7nF5W8Nj8jH3P7lkMf2j5zDv04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="GZjw5qsM">
<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">
Why Broadcom is betting on a private cloud comeback </div>
<div class="cta-copy" style="font-size:14px">
Broadcom's Jad El-Zein and Myles Gray on how VMware Cloud Foundation embraces Kubernetes, open source and the private cloud resurgence at KubeCon EU 2026. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3hCZYW7lCdLW6lZ3m4W1FYHSx7k8wrfV3NtDk6M9jKDN3NRPP055x6-W83dW7-4BrwhwW1CJPsM7ngW9wW8nhvTl63_pf8N3LqjyR6zgQBVR4TbZ985lsDVS03Vb5nhMNbW8bBpnx43gW8jW6M49WR1tt5JYVfGtpF5FSThYN4trMGm_DzHHW81CsTj199YB4W4FbF4t9b7VdlW8txgyV5DDjh4VPTn4g40sZRgW3yD2Sj7rnP7CV23klk44PQvtW8vHG7z7852HZW2_L7392Cby0SW28Nw-63shrhhW6FgHtp8mTZVBW3x70y98r9gy0dTvK8M04" 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="kHHtn4fk">
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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_d3hCZYW6N1vHY6lZ3kvW4p_JMn98Hc00W5p4_4P4NQPtQW8HlcYm3NdSFCV_4fYW4-rpmhW2x116K36mmVnW7gz3XG5PzbTLVvzqwn902F8bW1s-wCT6SrXS1W79GjxG8FdzR8W6R39Rp4dzndNW3PB80y6hyFCcW8KVGjm24dZBFW7Y3SHX6qT1dTW9f1zP09jWYcxW1ytbWH7C3wj2W7QD5x47bP1T6W7WvjzH1bt0Y1Vw5r1P6mVP5kN6y9ZmpK-8nQW1F9vcj1LMZBWW3vqGtz1j6vdwW1SBHYK8FBHbTf8t4LJ604" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="D7Zf4fyG">
<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">
“Developer loyalty is at zero right now”: Google doesn’t care which AI coding tool you use </div>
<div class="cta-copy" style="font-size:14px">
Google Cloud's Chief Evangelist Richard Seroter discusses developer loyalty, AI dev tools competition with AWS and Azure, and Google's platform strategy. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_d3hCZYW6N1vHY6lZ3n9W5N3yWm4Yf0vHW1Q7G222kL7ZmF1bFdgWrdDCW8dWhz63fxTNYN4xfXS8vzw8nW486QfV1l4wWdW1qqWKg4pZPhVW41SRmB2R8sDzW8VWDJ-6TzzvSW3WVSyk60l79KW2XHR_V7NR07XF8r70pMklPsW3ZQRFf1MFvRJW5BlkpZ6RwfbzW2ZD71l8y9rZTW3fHP7j6QC4W4W6L_SKC4fQrRmW3Dttr328CyqzVccmQ-5KLn7nW1mMW3N6d_k6vW5DbkFg5pwGT6W8bWKT01c1H3RdKCbBT04" 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="Fh/sggtL">
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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-l5nR3bW50kH_H6lZ3lkN2SCWLHzcyrvW30NNQv6XKCVSW1G4k1f5hW-MQW4DwX3X7rPyRkW6s7SSp6QxylQW8VMk3f4tdNqGW7h8xM81m6Qd6N4Lc7nn2s0WsW7PWd7N94Zh7YW4LyGtr5-GZGNW6wwFQG4CpWntW7xNJ7m62h5vkW8l7F_678dqCgW8vvY5m3Lf6PfW2WC_zD8zd5q1W2J3wxz22wxNMW6l2FMf5lCzvLW7rbchF7jHjTVW4TCz4Q73_hP1W5HZjr54TwNCwW7GgXQZ90shdzW7PYpy87rm4S8W5VpVf27xZTlyW3kjr1b7lTkMlW1bg_LH7v_bVxN8zJ-hx-qPNBW7x_j1M8mBSmzW5Tnbk07M-VZJN2W29ZBs0py3W8hFW-L7LL4rnW5fv5B18JLCy3W8lSRYz5mP_bHf5-C3w204" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-l5nR3bW50kH_H6lZ3kYW3n94Tr4DjPZ0W9fzD3J3xw31-W2jyPp64H-dZGW2-QYzk46lFr2W84D6-M4DxzdXW53sljd760bhzW583sQ57vdN80W4QbG9_4GVvKYW7Kznkv8XMzDfW3Gkky45_MBWwN701jPFb6rXKVMKXBr8mJD8BW7fLDw78QNZljW7VthWW9lD8BgW5tWLYx3JD3SdW5sssx08608LtW6rlqgG6f3CWRN47Nm2nQN9DMW3WLw2l45dfVsVtxlFW3nzZM7W3HZDdP2KDFyJW7HsNMZ3t-PNSW5pBKPz8GZBqdW4nknLk9ctJZqV6qlH96gRsdxW1tnhPj1DYT6gW7TnZWd27KwgPW7tLGlH8TF2qDW4djntT6rSgSVN7WtPCBpNHxqW9glp0t6RX7TtW3G49_Z5ktj9pf5xlw-R04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-l5nR3bW50kH_H6lZ3ngW3268LW82tBr9W2VYTjl6Rkj_rW2FLP7r66cl-DW1F8PrR1NgW22W2kxqBn31DPZ-W2TbcTQ1jr7q9W4psY8p6cjz0wW5_Y8MB1zFzVXW1T2bX63YBpGgW7-ZSs98Q2rl1VWcrmJ1YRtSWN48RLFNrn0xVW3pJgms1B6QT2W8zLGlw8R047bN54w7vZqpY67N2J6S9RznW23N1784Nbtj-1MW8pCzHX74M1KfW2Dc6YB7V9xRNW8dSrYT22rCC_W97BlSS12PQrqW4GzKnY55N4TvW2C2Mlz6n6v1hW6-SMjy60MTPsW1XbdSF3ymkZJW2lXLjk732PQKW3lZS_26QsV-6W7Wr3Gn2CqfYhW6rbWzX48G9zjVcwHQ46bGTJdW9c7J1q38LQXfW5bW0Y61SSB2Cf16wvY404" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3m6W1pVx5d8L5WVvW2Q3xxb5H3zR6W2X3Kq36fy8rKW52VrB63SCp4TW1cdPnV7V4x0nW7QfM0D8rcpjWW2V-6yH6HSslHW1bM-1v7X1wFvVlgtF41gsrfmVd69Db3JZv0NW3KktXM29FhY1W5-Hj_82dB9rCW6FtZYj1d7-kmW174pHj73gSvDW9c9Dth527wdKW4ZFGMm7-ZRBdW8B6gp_1MBPl9W6tlGNV2YTgPvW8K0V5S3RfqcFW7QmrFq92-pK7W4Ywdcf5jWNlyVnFnzp6dxMKyW5RQQsw1jdQ0jVjJR4j5drHcsW4Q8wb78ynCphW6S3DwQ5f2Xglf2jP8bn04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3kJW3fZdZ24chPkWW2j4L8s53BM76VwKqJH65l4CdW45GQYp2N1W_KW3BGTfr2YQDQlW7G2xK44QR7t2VV43nB7pQbDWW13VBWp7G01hDW8Zmnlj1NltFlW5w_Rgx3nd-nCW6wZNwS6V5q_jW6pVpd499KZ3CW59H1qp95NW8hW1j2_4w2KyfGmW492FcC7YL1ghVJdByx32BgfBW703dyX4qKnf-W7rMsN58fcR1CW7XQ7qR318mRHW4zp9q813hNn9W5TTsr85dQV9BW3h6qLl58NcNrW8ycpDd767hyrV4VySZ18LfJNdW4Wln04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3nLN32BdcQd6_kGW9lJFWz20GYTcF39f8KhwQf6W7WBPGS3NlczZW4WZzTW7jlNVHW5_Ld4p5sGwWzW2HDWjD3FCNZ1W5zGs961V3lgFW4qD-qh3RhGwnW3vCnQx2ZjrWVN2PWHP_xZFZfW2-lfHg1cPLn5W7X_1dq3BLmKXW6vF8-l8Bv4FmW8HVZnN62lGmlVnDbFL34whb-W67-dL12Y-TLrW6lpPZz35WBJPW5mpS198DLw4NW5JT9Kx9fPvdBW2blnyN2DGSgTW6v12cg5V_y-LW62GSB76-v9WKW7Ks_CY6S1ssqf7qSRk204" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3p1W131zXl4WKP9_W5txqDt4jTMWNW5_kD5n8Y0rX-W72Tkzv74xk7FW1BBM__4Q3QfqW6RGCQl5L0lPMN17P09qWlfNkW4mh21_3pz_BVW4nX_qy74gtNPW7kT5Y83xrBpwW7C2-qp3W2-MYW4hHJ_17VvPDXW24mB-c47JDnkW8RlnLc2rltPNW6Nkxwy3P9_zQW5rv9Rj6h5WV6W2rjFQJ4K_2k_W1JHYmC4KZ962W6kH9H61bTbdlW3cK-K28rWNRrW7K3Xzw19nzjFW6YHHyg3-5XPwW91RrvW6nXgZxW6VB7kn3MNmpcf7ZQLZP04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3ldW4Kgkf645MrsWW50GbK64ZJ6gLW5x_WB47K4TsbN4z1t9Gxf8BHW8hckYt1FdH9jW3Rm1Kp22LR_yW1WWLq588hqtPW7KrPtz7MtPp9W5fTjR17YwNWdW1ftdHY22CTx-W4hwtxZ4sQ7Y5W2F81QX8Zkyl8W5W-wL15T8TLcW8X__VM1yHh4JV_zc9p1KlJ_XN4x0d9tHJbZFV9bpWM4Rskz0W4kfgkQ7fpkR_W2NHLmG13X7LSW8ck9YW3Hg6GyW4xbKY55LsmYLW8qf4vh5zjhrRVw1gNf51jghHW5LSKzG483bSwf5W7qwT04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3p4VwLMw45pNbNdN97mvPxYZwD1W90D6V77WQC40W450z958LhnJnN19kj8TkL4ThW3vZf982G5mz1W7J21xF7yFYzlW2qlMys1v6fwbW2pbKxK28j_RfW1CZXdb6FN-MnW5mTZlH2ZW8f4W3B-Zdz7cmSVcW87Hk8B6nJTWVW5Czk_N8PJrx-W3mCMgv3KHfVfW8BdyJ_2T0JvwW7xjTVh8Ft0X4W6tB2t98XRLh5W8lvtlz4DSyd2W5kxRcf6kff-MW783R_j8-fgwVW148G9f3vPS8FW2fcn_W3lV9BNW8KrzXC980vgyf8GdXd404" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3lGW68HP3K6t-5VGW2bWZ6Q2yp2NYW4H2trH5PWzFyVdY4kS4TZG2_Mx_TpfB2y5VW3MDl1y7lxYpDW5xMvGM30qSnqW728hMH7qkx2XW7Np1Yg2gltghW5P57kz6cD2mpN81Z5TGwQFQmW3NGm7S4KWScPW7Vz8Ws1vTnRVW2qqYN11SWd1sW6dTQn_2LbQdGW54YBs4433xqbW22HLQp1gWH6rW54MY2Z270l1QW2QC-CS7l_LKfW1sYHfx70_0rDW1rBvWX6b9VnXW41hxhJ8t8rm8W92NTzW5CX37NW7Tvws18YgbZFW7Rx-2P4wT5s3W1sd4Xc60z8X-f7qRmjn04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3lwVSFnyF6WjsFcW2FskFF6z3b-lV8H9hK4179jxW2qzgBW3pKrx6W4RMnsg4tRx2MF4hgprNskc4Vsp1nR4rKHQXW6wGlPJ7V9rQ_W4Yrr-C2yQXDXW1K5L-V3WCDlfW60j8vK85vjhQW37krqx8_fKq3W58m1t-8pSfKPN6FY1xwmnScfW4_f9436hW8RZW8r8Vq03nLWBQW93LTX078F9CmW5jt8k93qRHKyW5MnV2S2t_D-VW18k55Y93R1b1W3qSBq06HJtvRW3qVF3g5tFDg6W42n9Wp4dxmv_W1znKX84qwcr3W3VZvRg4csPP6W4FyV-m9hNcYVf49DN3Y04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3q6W4LH6YK18yMcmW2_xlDm21tB05W5s_jZh2_K--2W7y_Xr-6mgdZsVVNlSg2xF6CqW8lvQxW38jtFkW6PZy1k7FmdXcW5b71mB5WNc_zW5mYGN43CXMdWW7Dc7435d0L6gW7D10cB1T4C4pW4Ddg3T3xTK3WW8LC2z98-fVZFW3S59C-92QRbqW1jZg881WZ-gdW7G8zQS4bq8t3W6rSc5P6TF8zKW60RHbT6LQBVJW81rjWZ5JNsJpW5Gwgq286FSwJW43J_yc2xX8L_W7-sf-m3bl4ShW5yBxtt8ybYKnW97MZ1C8LKL9Cf3MR0bH04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3qgz0W7lCdLW6lZ3lVVHj8Qz6WsrXbVfgymb1Y4c4qW2NtKjn7ns5YtW6FH4b37NkqfqW1qC0Tf3GXg4_W45hydJ7N6jtSW4yLpSJ2vPhg5N5tQcQlFy9zLW6d4_Rq3rpvBsW4zNKNC7c0h7dW5jMvp02Sdz9XW8YxcTH3bJR_3W25FF1g8t4JzWW4j7RyF22S8wxW4SpWlC8WSrdzN3zNCp-yV7wvW84xg9c94J62YW23RqGK8lNsRHW95xMNv4HDz6wW51HnBq9fhm5ZW1krQ8Z2_ZHrMW5_8mDK3jSvGTW97k15d8ftSybW56k9Lp7smTl_dbFztY04" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3qgz0W7Y8-PT6lZ3nzW4gLwJV7jbDsVW7k0Lkv8_jSN2W373yzF358WMhW7gK1301zJTdJW97nty01BqdxTW2yKHxH5M6JS7N5PxTQf54S5zW1QgyR83wnWcWW81km268vZjQxW2vtxjR2hJ8S8N2lpnK3WBpJpW71s19K3xb7nPW657g4b2_2r-GN8C8wbJ_P6kMW48q4DP1DbQD5W5cVzM35mr9SvW87jzzw1Cmg-qW5x67nY964zxgW6Y66yt3KX3nfW2z1MfT3wlkLjW78c_8y6XhqXkW7-XltH1VJ9Z3W48nDnt8_43K7W4s5tld1Trwy9W6CNCwX2Qzs8fW7-KNYX2XbSNHf5xsSjR04" 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-zyW1_sPJR3F0Vk6W1_slv04txY-3W4pzDwc3C8XhxW3SHxrt47DGcXW4rxMb03VNn7WW3g1hM045wHTTW23gnhn3VYWZRW4chpLN3NTvnfW45M9tg4ryvcFW3JPNls1X7kHJW4rCnS94kbcpPW30nZX-3zds96W2KS5F02ztY8_W3GWQ2G21jdhBW3SYFGw325nNFW231wHd2YtZ-nW3VHnmL3DTtQ0W30B0LC3GSrJKW1QC0Qf2qQmqsW1Vq0qV4kFNBBW1SBlt24frvvVW4rBGqx1_dgsrW30rr9L36nLNSW3GJ-sb3bds-bW3d3yrB2RPqj5W3S_H6k4cL30ZW4tB1Ch4rljpvW3DTwKJ2CD9lwW49x57X3bfN6dW1_8znr3NRsgZW4t6SWB1NlYgYW36CRSp2HKcH6W1QlMxv32cfJFW2t4dZJ3gsYcwW2-m3j547vDPMW1Zc_m54klZLmW3jlY0z1QcGN3W4frWsd2xLwjTW2zP9yY1W-4kfW4psLJR3zbqCHW1BJmt03j0zd7W2Pxwd_4mDj_mW3LZnmL4hPppZW4kvnkk3DVqF5W41Ds6p4mm3B2W3blkLy234NCWW2CNbfX49jTBFW1NdDtR1BcFGZW1NjVMY1VvdJZW3Y05rM25q1V3W3VY6FQ45Dv1nW3b3KG-3dcV0-W1_dhNt2Hs1YPW2PRjM_385zRBW1YWZXn21qRFzW4kfx6-30BrntW3K1KTJ2YFjlqW3R6X3V4p83BfW3b1cgy2sRqyL0&utm_campaign=21092976-TNS%20Daily&utm_source=hs_email&utm_medium=email&utm_content=417372541&_hsenc=p2ANqtz-9EqKBiE3PWhaS1hjJBhxrUSqALTskhSQRfJLZzTjaHi8Lmt6_l3-vdVWJilBg5I_9MvKL9hQhCU0Ex7YIChhHrMNuR7Q&_hsmi=417372541" 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-zyW1_sPJR3F0Vk6W1_slv04txY-3W4pzDwc3C8XhxW3SHxrt47DGcXW4rxMb03VNn7WW3g1hM045wHTTW23gnhn3VYWZRW4chpLN3NTvnfW45M9tg4ryvcFW3JPNls1X7kHJW4rCnS94kbcpPW30nZX-3zds96W2KS5F02ztY8_W3GWQ2G21jdhBW3SYFGw325nNFW231wHd2YtZ-nW3VHnmL3DTtQ0W30B0LC3GSrJKW1QC0Qf2qQmqsW1Vq0qV4kFNBBW1SBlt24frvvVW4rBGqx1_dgsrW30rr9L36nLNSW3GJ-sb3bds-bW3d3yrB2RPqj5W3S_H6k4cL30ZW4tB1Ch4rljpvW3DTwKJ2CD9lwW49x57X3bfN6dW1_8znr3NRsgZW4t6SWB1NlYgYW36CRSp2HKcH6W1QlMxv32cfJFW2t4dZJ3gsYcwW2-m3j547vDPMW1Zc_m54klZLmW3jlY0z1QcGN3W4frWsd2xLwjTW2zP9yY1W-4kfW4psLJR3zbqCHW1BJmt03j0zd7W2Pxwd_4mDj_mW3LZnmL4hPppZW4kvnkk3DVqF5W41Ds6p4mm3B2W3blkLy234NCWW2CNbfX49jTBFW1NdDtR1BcFGZW1NjVMY1VvdJZW3Y05rM25q1V3W3VY6FQ45Dv1nW3b3KG-3dcV0-W1_dhNt2Hs1YPW2PRjM_385zRBW1YWZXn21qRFzW4kfx6-30BrntW3K1KTJ2YFjlqW3R6X3V4p83BfW3b1cgy2sRqyL0&utm_campaign=21092976-TNS%20Daily&utm_source=hs_email&utm_medium=email&utm_content=417372541&_hsenc=p2ANqtz-9EqKBiE3PWhaS1hjJBhxrUSqALTskhSQRfJLZzTjaHi8Lmt6_l3-vdVWJilBg5I_9MvKL9hQhCU0Ex7YIChhHrMNuR7Q&_hsmi=417372541" 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/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lW7gG7Mk3CH9-11p2" alt="" width="1" height="1" border="0" style="display:none!important;min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important"></body></html>
Plain Text
Plus: The context window has been shattered.
View In Browser
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-Y5m_5PW69t95C6lZ3mrW27P0Nz62j4HgN1tQH1nbV_FjW3_w_-r1Mqh0lVR9tYg4zPShHW8B7n-k86jS9ZW4SSrT87LyWFKW4190NJ6zy2LGW5lB_pG12QdmZW4QK31F47HRx4W3t41cD6MvPzSVQvXZL4vlHl1N5jyjD9fSlpBVvK2rt8v_79QW3cVT151nsh6LW6cBRBY7lrqlvW32Zzkf6Yh3LyVnZTfV91sLTSW8nKJGd4TBBH4W5sWp1p97CgnwMTJPtww_Xy-W6hsbGn67YvJyW8cQmJ43QpKKDW2z7yc72wT0D8W3p-MRc7RLzqMW364nsj5c_jvhW8vRjSs1G3f_rW7PgG7X7ljxBYW5RZRv_2tx2fqW6w4W687C3rkFVYjLpH3B6LKPN8JwqmplXXwrW5VrCzS4qQ6F3W666rFY7PFwmMW74x-yc4wMq_QW5Gl4dY6hq6mdW7R5DYM2qh22Yf8-L1dR04 )
May 5, 2026
The new ChatGPT has a focus on “accuracy”
OpenAI announced on Tuesday that it’s replacing the default model in ChatGPT with GPT-5.5 Instant (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mYW5mLV6d49Hb2XW2P6pwx3g2vD5W7M2PJT5Wqw-hW96GGS87htgTXW1VGnbq53qX8zW8TkSCF655yLSW7PBwJ05QKZ0MW2fN1Rw7msQjPW49LWnv5zw8G8W5wJfDl6LYz_WW8_5QZm2Tx21PW1M3y3t3FnVHgVy6X9h4tVSM9W2LGWFD1xNY_rW7n-5x45Sc1TQW6mx-C_86wt5pW68X-Zt65BWYGW8pQ3kx1ts0yrW5MBly27r1jnPW6FQMq67lrx49W1qpVwc2kFdJtVv2Jl14jvpgnW7R_Q-r5xzSRmW1kk1KT4VtfNcW6ZxvcT19mqS_W2H5Wqk4jNYKhf8tvYM804 ) , which the company says produces faster responses, shorter answers, and fewer incorrect claims.
In this breaking story, TNS contributor Paul Sawers explains that the new model follows GPT-5.3 Instant, which was introduced in March. This new Instant model is designed for everyday tasks such as writing, analysis, and general queries. OpenAI says in a blog post published Tuesday afternoon that “accuracy” is the model’s core selling point.
“Instant is now more dependable, with significant improvements in factuality across the board and the largest gains in domains where accuracy matters most,” the company writes.
OpenAI is highlighting improvements in accuracy, but it has not provided detailed benchmarks or independent comparisons, Sawers reports. The claim rests largely on internal evaluation, leaving open questions about how the model performs across different domains.
Read the full story: OpenAI rolls out GPT-5.5 Instant as default ChatGPT model — and promises more accurate responses (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mYW5mLV6d49Hb2XW2P6pwx3g2vD5W7M2PJT5Wqw-hW96GGS87htgTXW1VGnbq53qX8zW8TkSCF655yLSW7PBwJ05QKZ0MW2fN1Rw7msQjPW49LWnv5zw8G8W5wJfDl6LYz_WW8_5QZm2Tx21PW1M3y3t3FnVHgVy6X9h4tVSM9W2LGWFD1xNY_rW7n-5x45Sc1TQW6mx-C_86wt5pW68X-Zt65BWYGW8pQ3kx1ts0yrW5MBly27r1jnPW6FQMq67lrx49W1qpVwc2kFdJtVv2Jl14jvpgnW7R_Q-r5xzSRmW1kk1KT4VtfNcW6ZxvcT19mqS_W2H5Wqk4jNYKhf8tvYM804 )
More essential reads for developers:
◌ The context window has been shattered: Subquadratic debuts a 12-million-token window (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3pkW7MSTTN74qzZmW9gwgpj9c0pt9W7QbP6T1H9HV8W6Zk-Wf7Q_J1RW15PbfY6vVyV-W2prJ9N8WW7nnW7MQxP48yXH5dW8fNSHF1DxRS2W8X4Zx748q-zxW8rj1pr7vXhLLW14FZwz5BRSMkW3-20G-8SPbwxV42HkN3qTvZyW3ZqwTL9h44rnMzHncZvpCdgN6wPR2QDFYybW7bX4Rm7jT4WNW9hFDkN3jGwxcN6ytv18NfLCkW4JJJ696Fn642W1hVR_d2PlxQvW9lqGlK4KWSnKW4KvqrK5VWpX5W4XzBJs1hvRBSW7mMXQd6PG4ljW96NXw88VZHnff5HjWds04 )
◌ AI has a sprawling data problem. Airbyte has just launched a tool to fix it. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mrW2TvdTt5fQzCjW7zngjL2HhRXDW1S2wJQ3mF8lfW7JnwCY58FbQKW7-WK6T18j0rxW3zpyFQ7fyk65W1ydxPB7RFN9XW8Pg2BS4h6Zl8W2qzkgW9hLs3mVfp3t66QJypGW4z0cZh8JgBjpW1yMtnN4jTgbbW6wScMG44GwNsW3mzT048jMHYmN2g9gjxKWvmLW6pHv7R4Gp0lgW6W7ZX387k3_HW7x3q3M3zYmM4W6fhPFp28xkNPN77PfyCg98GCW6HJRY35Kn9jjW3NyyX48MbLPcW810l7s1MmYDSV3GFpN5wWKHyVLbpMy1pvz2JVkmtnL5Ry53gf56tsgn04 )
◌ “Real maturity problems”: Not every developer is thrilled with Bun (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3ptW4DLz9395XpLFW87YLFz62DVWQW3Yh4jX3gKxwRW9fn5SC5_NL0CW584sr57WvZYNW2xKMD379LXcKVhX7mC7w7jbbW6q_lst4zp_KqW32dCfc8cQG9lW5rJRrV3Z_gCJW8PNB7f7Bzr-bW6QCPXG8SrGWgW2pT7rw8tx_c6W2Z6GXp9lv_JvW6nVkWc6SL-LqN1hr1Z1QlDfNW35ygtq3rVzBbW3Ddch217QKYKMlKBzlCBQkyW4rd6Gr34LWs2W38lTp-8Tp45JW4Hnpzx5H56PPW80MdV98sq0HZN6jzN3l4-hLwW8Rjvw_2-27pTW18fgFM3fhThpf5dDtv804 )
by Nick Lucchesi (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3plW5hg3yL5qvpMwW1jLXns1j3W_2W67dv_f6_BB-4W5pH6l33Fp2mJW4M-h6H4rWvXrN1Rt1JSBRwp2W1PKcms823HhfN5xwkhPJspr8W341y0N7VdDcqW1lb6w64ggVNPW2Kz7r_3FHXT5W7YkLdr6w8f2vW2rJ8rM5B4t9HW8FH__K2pb6CfN61_NkkSHLcJVMHLZb8GkhFGW300p847JqcQBW4JK07L4RwrvhN52MzqNHjnSVW6mkCv37tpWmgW5jJsyq8pYgj5W6ZZVJ73LdcvGW4YSLg_3PCj6PW9jcwF63WYxHkf1Z53qM04 )
TOP OF THE STACK
AI has a sprawling data problem. Airbyte has just launched a tool to fix it.
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3pzVsvKHX995ZQ2VjTkMc2pZB18W7n3G5V2DsVQGW3KqnQG7xhzLhW7KkSF_6RVjsMW3LvPLy35qTPDW1sZWHT7TcJRFW6nDJL94_1my_W7YxDjM2H4jCzW73hS-y4dpwsYW20Tx5D3BYT5DW9frCLZ13brBGW6K2xjR8rvyzDW12CMvR4-FZvSVXVMCN9cmTNpW1RNL7g45z6JfW4gcbWM5ZdWv7MxFRjZHd1hZW7_q_JX6bdn8MW99DR_34-FtNbW1ZP07W3j38bGW1xHD2j3CDSfLVtQXgP32vT9lW2LPwWw51lc8Bf22KWCj04 )
Featued image for: AI has a sprawling data problem. Airbyte has just launched a tool to fix it. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3kQW4x17278qDGl3W55FyvK7LZZt5VKGF8f6TQ0HDW286cc22jWZRlW2KcKmk4X6cN-W1Zg6LP6zM3vTW2BJsXk3P3QZTVythsH2-cd25W6ZxJlh221CsCN2D-4GycVyT3W1M7yL0915H1_W1JkS8f4bj34rW3yDB6v4W0kVyW3ZhsgR4F-zJ0W7LtxBX886CXLW8WW6dn2pqjBCW3-XGHW8SV__9W4djF3K6XdfdGW2_3M0y5yNNcNW4H8Btz2N11q8W35bzyH1zk2mkV4TRrT91t3Q3W29cCCx8PCxwmW2ks4Pm40KlvQW8ypgtb45dfTRW6tTbJW2n_5_jf38SYYn04 )
Airbyte has launched Airbyte Agents, a new service with a Context Store that pre-indexes business data so AI agents can query it without live API calls.
Airbyte on Tuesday launched Airbyte Agents, a new service that precomputes and indexes a company's business data, allowing AI agents to query it directly rather than multiple APIs at runtime.
The core idea behind the launch is that the limiting factor for running agents in production isn't...
READ MORE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3kQW4x17278qDGl3W55FyvK7LZZt5VKGF8f6TQ0HDW286cc22jWZRlW2KcKmk4X6cN-W1Zg6LP6zM3vTW2BJsXk3P3QZTVythsH2-cd25W6ZxJlh221CsCN2D-4GycVyT3W1M7yL0915H1_W1JkS8f4bj34rW3yDB6v4W0kVyW3ZhsgR4F-zJ0W7LtxBX886CXLW8WW6dn2pqjBCW3-XGHW8SV__9W4djF3K6XdfdGW2_3M0y5yNNcNW4H8Btz2N11q8W35bzyH1zk2mkV4TRrT91t3Q3W29cCCx8PCxwmW2ks4Pm40KlvQW8ypgtb45dfTRW6tTbJW2n_5_jf38SYYn04 )
Beyond the SRE: Democratizing observability data with GenAI
For years, observability data has been the exclusive domain of SREs and IT ops. But as systems grow more complex, the questions worth asking are no longer just coming from operations. Join us live on May 12 (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063gP0xW8wLKSR6lZ3kDW49GC7p3FqXkqW8vM7KL3ffVw0W6HHL0b7KbFSMW3tw81h6YwFsnVJQ6g787j-jLW3W1Vb66srzbCMNy8FXYnMSQW25k3-M3rj2krW8fTMy624DjJCN10tmJddsmRpW1TH5F543z0mGW2SpkP62dcQ9lW7WrpQT4JsJTyW3P-qn67M6cMBW4KzgFr1tYYcXW5djDGq6VC3SJW5Rd0tH6VwbCpW1DZnnQ4-smw1N10zVypyByHbW7Kr3f94WkDhQW357GvX6Gy5qgW7TJm9q14VtQ4N95q24qM19pYW45WNKd5FXFSpW5_Nbs981HQLgTLrz-1lXXQvN7dLzNpd9vKdW7qPP_F85VNpbf91JwB204 ) to see how OpenTelemetry and GenAI unlock data for the entire organization.
REGISTER TODAY
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG8063gP0xW8wLKSR6lZ3kDW49GC7p3FqXkqW8vM7KL3ffVw0W6HHL0b7KbFSMW3tw81h6YwFsnVJQ6g787j-jLW3W1Vb66srzbCMNy8FXYnMSQW25k3-M3rj2krW8fTMy624DjJCN10tmJddsmRpW1TH5F543z0mGW2SpkP62dcQ9lW7WrpQT4JsJTyW3P-qn67M6cMBW4KzgFr1tYYcXW5djDGq6VC3SJW5Rd0tH6VwbCpW1DZnnQ4-smw1N10zVypyByHbW7Kr3f94WkDhQW357GvX6Gy5qgW7TJm9q14VtQ4N95q24qM19pYW45WNKd5FXFSpW5_Nbs981HQLgTLrz-1lXXQvN7dLzNpd9vKdW7qPP_F85VNpbf91JwB204 )
WHAT ELSE IS NEW?
Featued image for: AI and Claude: The internal rebellion that changed Amazon’s rules (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3n9VcJQn85xkg4RW8fZSLp3RQGbNW8T5Z_C8Vw8rSW5Mcsjz7Vt0L3W75J3tY7DXflyW8lvQs_6_J-sCW4th0jV7xsP5CW5FRGgH1skz7LW1JvrYD80lkRQW82vz3Y35QNS_W1GZQjK8qMlJzN2bWYD7fgJq6W1Vq5Q52vYW-1W2dYfbG5JzljmW7mQ2bv3VdkLTW813yy93jqFRqN24q1vt253_ZW48bLjM6m-8lGN7lqrsyT8T5zW5mBVjP27T4FlW6frmqM5LZC5DW869XrQ4sS5rCW9cglbJ5HNHrnW58d8cJ5CZJV9W6fNf9m42K4cLW16JzwJ3lDwpyf6hPmcF04 )
AI Agents (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_d3prCCW6N1vHY6lZ3nZW7QYksp1T1mZ_W6DgwF68ZDM1ZN1Zhm4S83FQTN63KNRZ8BVgFW101cFz1sLkLmV_1sbf857Q7KW4hT4Gd3PSbLzW6xDKYC6qfjwDW1bD2h661PH_yW5R2sTg1-r5PyW5gS6Sy4C304jW7CfLNz4d-kHCW7XlR642yGdlZW8Bff1y25CrcTW4kWVcm7S94XcW6P18Jj1JHTtKW4VJhtT1SrvznW18559W4FTkqMVKRl7V4Yz33XW6C5NSR8J3S3DN6MnCqnV79x5N5XDn5BVG484f57bHHs04 )
AI and Claude: The internal rebellion that changed Amazon’s rules (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3n9VcJQn85xkg4RW8fZSLp3RQGbNW8T5Z_C8Vw8rSW5Mcsjz7Vt0L3W75J3tY7DXflyW8lvQs_6_J-sCW4th0jV7xsP5CW5FRGgH1skz7LW1JvrYD80lkRQW82vz3Y35QNS_W1GZQjK8qMlJzN2bWYD7fgJq6W1Vq5Q52vYW-1W2dYfbG5JzljmW7mQ2bv3VdkLTW813yy93jqFRqN24q1vt253_ZW48bLjM6m-8lGN7lqrsyT8T5zW5mBVjP27T4FlW6frmqM5LZC5DW869XrQ4sS5rCW9cglbJ5HNHrnW58d8cJ5CZJV9W6fNf9m42K4cLW16JzwJ3lDwpyf6hPmcF04 )
by Meredith Shubel (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3kYW3c-yPp8csxn7W1zrqNS75KWb6W72KZ4c2p7CypW15wHkF6tCWZvV-HLTl60XXKdW2mrNr5655tsCW8V9rd532vc1rVYjsL45ZnzgFW46rg5s7q56K2W1KVcdq2hgldgW61F0j34d_-LQN8jZnPXPhBGrW6k_L1b93DgLcW85Dsw_4NjhL9W41zRWb9kjJ0bW3XFjKY7jmbsPW1qQ0t_1RNqCtN1wBPYqPXsZwW8vSbjp8bGpBqW7KlrRg3qz8dyW48dWSq3mnpn0W61Hjn37QZQlsW1yjp1f3DRxj8Vflb6G5xVP-lf3rRxRs04 )
Featued image for: OpenAI rolls out GPT-5.5 Instant as default ChatGPT model, promises more accurate responses (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mYW5mLV6d49Hb2XW2P6pwx3g2vD5W7M2PJT5Wqw-hW96GGS87htgTXW1VGnbq53qX8zW8TkSCF655yLSW7PBwJ05QKZ0MW2fN1Rw7msQjPW49LWnv5zw8G8W5wJfDl6LYz_WW8_5QZm2Tx21PW1M3y3t3FnVHgVy6X9h4tVSM9W2LGWFD1xNY_rW7n-5x45Sc1TQW6mx-C_86wt5pW68X-Zt65BWYGW8pQ3kx1ts0yrW5MBly27r1jnPW6FQMq67lrx49W1qpVwc2kFdJtVv2Jl14jvpgnW7R_Q-r5xzSRmW1kk1KT4VtfNcW6ZxvcT19mqS_W2H5Wqk4jNYKhf8tvYM804 )
AI Models (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_d3prCCW6N1vHY6lZ3lQW1T5T281q9fj6N6WGwrv1kfYTW8YZvmr2wsDPbW463f1j1YZdPkW1K_Y428NM6qHW4ws3-t1ZBXlcW8dsyM81whG46W8nPjTn4KwXP1W4rn8dv3wmb-rW96ZVJb3bbk7JW5jMz8v3PHk2lW87WLGv948jq1W1J7lhg7j2Ch_W3gTZJj1xlvdkN13_CrZTVLwjN956y2pq7-RLW5d-JwX2WPvqKW8FjH7d8dpkJTW6gbd2Y4HcG54W5v1mHq2Bm1nnW5dpzlx7jl32FW4x5PJd286qt_f8LN5wl04 )
OpenAI rolls out GPT-5.5 Instant as default ChatGPT model, promises more accurate responses (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mYW5mLV6d49Hb2XW2P6pwx3g2vD5W7M2PJT5Wqw-hW96GGS87htgTXW1VGnbq53qX8zW8TkSCF655yLSW7PBwJ05QKZ0MW2fN1Rw7msQjPW49LWnv5zw8G8W5wJfDl6LYz_WW8_5QZm2Tx21PW1M3y3t3FnVHgVy6X9h4tVSM9W2LGWFD1xNY_rW7n-5x45Sc1TQW6mx-C_86wt5pW68X-Zt65BWYGW8pQ3kx1ts0yrW5MBly27r1jnPW6FQMq67lrx49W1qpVwc2kFdJtVv2Jl14jvpgnW7R_Q-r5xzSRmW1kk1KT4VtfNcW6ZxvcT19mqS_W2H5Wqk4jNYKhf8tvYM804 )
by Paul Sawers (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3p1W8y6Dtt3kdYmFW33Mdwk5s_87jW1tYYqr2W1ShYW8S4cFk8km4K7W9dC4Dr78kQ4zW3zLchS8wdZY7W1bR_tG2-LCzdW1BVsFL3x_CCvW1rTCTn6_PSvmW3wSpPs36scgmW28bk2s8-5mNyW6CNyf81KfXZgVjZM7w5LN53xW5nS4_G1ddl4PW8JVj3w36j5kZW7-vvfQ7TZmkyW5g5HXQ4vfJPpW2DjFmY2m5Kz_N5hvMPg-zwNnW3sLspZ8yyw2hN7cQWxjPSVPPW2YzJW61KcSN_W495b4m1Y0R1ZN7XW4P7H5PX2f8r_dT-04 )
Featued image for: The context window has been shattered: Subquadratic debuts a 12-million-token window (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3pkW7MSTTN74qzZmW9gwgpj9c0pt9W7QbP6T1H9HV8W6Zk-Wf7Q_J1RW15PbfY6vVyV-W2prJ9N8WW7nnW7MQxP48yXH5dW8fNSHF1DxRS2W8X4Zx748q-zxW8rj1pr7vXhLLW14FZwz5BRSMkW3-20G-8SPbwxV42HkN3qTvZyW3ZqwTL9h44rnMzHncZvpCdgN6wPR2QDFYybW7bX4Rm7jT4WNW9hFDkN3jGwxcN6ytv18NfLCkW4JJJ696Fn642W1hVR_d2PlxQvW9lqGlK4KWSnKW4KvqrK5VWpX5W4XzBJs1hvRBSW7mMXQd6PG4ljW96NXw88VZHnff5HjWds04 )
AI Engineering (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mCW2s4fK-8lFKykW8jRlNn271CD-W10wd1K1l2Sz_V6Gkp_5qx7ZsW3tGqhc2YwD56V4pP8k2QbmPlN8c_VTl_vn--W2hMvTJ8p8YmdVYwjXJ1WHqK3N4dk3zC82S9ZN95n_Z1G-vvKW4D1QCb4kkB-HW4XbKy91mRRDVW60rRvc7z7TlPW6Rrq5Q1HKXtNW7xKLt_1N5S1qW8xyM6w5JH1t5W4qRntd1nbshHW529Ql37nfzW_W7b7D8L5GGgM-W1zQDt515sM9WW7DMrWH5S1lRDVNsrMS9cPyMtW3NhCJY1Zt6rLf5mRK9l04 )
The context window has been shattered: Subquadratic debuts a 12-million-token window (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3pkW7MSTTN74qzZmW9gwgpj9c0pt9W7QbP6T1H9HV8W6Zk-Wf7Q_J1RW15PbfY6vVyV-W2prJ9N8WW7nnW7MQxP48yXH5dW8fNSHF1DxRS2W8X4Zx748q-zxW8rj1pr7vXhLLW14FZwz5BRSMkW3-20G-8SPbwxV42HkN3qTvZyW3ZqwTL9h44rnMzHncZvpCdgN6wPR2QDFYybW7bX4Rm7jT4WNW9hFDkN3jGwxcN6ytv18NfLCkW4JJJ696Fn642W1hVR_d2PlxQvW9lqGlK4KWSnKW4KvqrK5VWpX5W4XzBJs1hvRBSW7mMXQd6PG4ljW96NXw88VZHnff5HjWds04 )
by Frederic Lardinois (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3pzVsvKHX995ZQ2VjTkMc2pZB18W7n3G5V2DsVQGW3KqnQG7xhzLhW7KkSF_6RVjsMW3LvPLy35qTPDW1sZWHT7TcJRFW6nDJL94_1my_W7YxDjM2H4jCzW73hS-y4dpwsYW20Tx5D3BYT5DW9frCLZ13brBGW6K2xjR8rvyzDW12CMvR4-FZvSVXVMCN9cmTNpW1RNL7g45z6JfW4gcbWM5ZdWv7MxFRjZHd1hZW7_q_JX6bdn8MW99DR_34-FtNbW1ZP07W3j38bGW1xHD2j3CDSfLVtQXgP32vT9lW2LPwWw51lc8Bf22KWCj04 )
Featued image for: “Real maturity problems”: Not every developer is thrilled with Bun after Anthropic acquisition (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3ptW4DLz9395XpLFW87YLFz62DVWQW3Yh4jX3gKxwRW9fn5SC5_NL0CW584sr57WvZYNW2xKMD379LXcKVhX7mC7w7jbbW6q_lst4zp_KqW32dCfc8cQG9lW5rJRrV3Z_gCJW8PNB7f7Bzr-bW6QCPXG8SrGWgW2pT7rw8tx_c6W2Z6GXp9lv_JvW6nVkWc6SL-LqN1hr1Z1QlDfNW35ygtq3rVzBbW3Ddch217QKYKMlKBzlCBQkyW4rd6Gr34LWs2W38lTp-8Tp45JW4Hnpzx5H56PPW80MdV98sq0HZN6jzN3l4-hLwW8Rjvw_2-27pTW18fgFM3fhThpf5dDtv804 )
AI Infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3lWW3h7-lz8gpKN_N5jPrPsbmB7_W9ldDXd1xd6pgW1GBjxY8xtQmxW5XY2L11B5kBrW544Kv-23FBWbW3Hz-_L8PKlF3W8GsZrw93MgF0W7w2Z_58wQxpZW6f-VZr2sFxyMN11j_43Wn-SxW2gt7Xq3yTl7YW5D-3f-3bt_MpVPpq8t1krdgdW4bT4T-6L0BwBW18Rbq156gTwkW8d0QYr8GwNmSW5FF_RJ7pYQ6DW2-zVwB7CQwY8W5n5Ltw2yLGFjW95Q7Xl41GLnmW2y8Q-W26HyKxW5WZwdC1T_zDNW6D_G1B16tZf8f1WhJ8n04 )
"Real maturity problems": Not every developer is thrilled with Bun after Anthropic acquisition (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3ptW4DLz9395XpLFW87YLFz62DVWQW3Yh4jX3gKxwRW9fn5SC5_NL0CW584sr57WvZYNW2xKMD379LXcKVhX7mC7w7jbbW6q_lst4zp_KqW32dCfc8cQG9lW5rJRrV3Z_gCJW8PNB7f7Bzr-bW6QCPXG8SrGWgW2pT7rw8tx_c6W2Z6GXp9lv_JvW6nVkWc6SL-LqN1hr1Z1QlDfNW35ygtq3rVzBbW3Ddch217QKYKMlKBzlCBQkyW4rd6Gr34LWs2W38lTp-8Tp45JW4Hnpzx5H56PPW80MdV98sq0HZN6jzN3l4-hLwW8Rjvw_2-27pTW18fgFM3fhThpf5dDtv804 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mQN552dSW-rzv2W7XTvyV1FkRVyV40Xgb1r7KwvVb9FsY49Mh3_W3HbwbT89SF5nVj6-Np5Q0t54W3htGdy724Cr5N14HQRq1Jv0VW4X9FJ57rnHjcW30dKcL2S8zDMW3qZJ5R98xZCxW6zCgKG1F0zJzW5wmSvv5qMmJ-W7xnZ298ctf5bW5kCMg98jGhLrMSYYsfwsFG_N3dXFMg2HhL0W3TB98m2FCd7rN7clW1jS777KW3V2mwR1cV130W5r6Mhx3G9QydW7w1H2d5yWTCkW5WTww86KzfWmW6kTsWv2S4vjrf38HTrT04 )
Featued image for: AI agents need to spend money — Stripe and iWallet are building the rails (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mPW8Nb6NQ2N0TSwW2rxD7n4-PZ0GW2fG8fZ8b6nbnW6pHppp7cbS1qW2BwJt92nNP3zW65_4N22QkxHQW2ZB2kF6G5115W9gpfCW4LqDc8W780nZy7MGyKKW5_DSyQ391NrXN9fhRNy8jGp_VWn-x83x_mWyW3JFT3358v8FDW1pkN0P7f16Q6Vwpzzv50RSQQV6fzds5Mmb7CW57hbKf5gRw07W2ZBY5t6d7WNLVB9kdH7ZGJ9cN43n7c21xZpzW8ktPq929XSJ-W37RnHQ69z_wdW1cpC606CPpxsN6X5-fZVzcfvf2LK4SY04 )
AI Infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3lWW3h7-lz8gpKN_N5jPrPsbmB7_W9ldDXd1xd6pgW1GBjxY8xtQmxW5XY2L11B5kBrW544Kv-23FBWbW3Hz-_L8PKlF3W8GsZrw93MgF0W7w2Z_58wQxpZW6f-VZr2sFxyMN11j_43Wn-SxW2gt7Xq3yTl7YW5D-3f-3bt_MpVPpq8t1krdgdW4bT4T-6L0BwBW18Rbq156gTwkW8d0QYr8GwNmSW5FF_RJ7pYQ6DW2-zVwB7CQwY8W5n5Ltw2yLGFjW95Q7Xl41GLnmW2y8Q-W26HyKxW5WZwdC1T_zDNW6D_G1B16tZf8f1WhJ8n04 )
AI agents need to spend money — Stripe and iWallet are building the rails (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mPW8Nb6NQ2N0TSwW2rxD7n4-PZ0GW2fG8fZ8b6nbnW6pHppp7cbS1qW2BwJt92nNP3zW65_4N22QkxHQW2ZB2kF6G5115W9gpfCW4LqDc8W780nZy7MGyKKW5_DSyQ391NrXN9fhRNy8jGp_VWn-x83x_mWyW3JFT3358v8FDW1pkN0P7f16Q6Vwpzzv50RSQQV6fzds5Mmb7CW57hbKf5gRw07W2ZBY5t6d7WNLVB9kdH7ZGJ9cN43n7c21xZpzW8ktPq929XSJ-W37RnHQ69z_wdW1cpC606CPpxsN6X5-fZVzcfvf2LK4SY04 )
by John Biggs (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3lVW8rNM3D8PTFWQW75jlMP5ys45BW2VT9v44fFH2gN4xdrZS5bMBmW6qVYjz2V1LHcW4gDDqJ4J3cPfW6v779D7HkS6LW2H2_Bz8qz1NZW1ScTVG6DlK3pW3FX9Q42tG_dJW672V0P7hR9JFW21mMFc7CJgHRW6Hg3cL4ZX4RVW6S7BB25gpCBGW2JTswY2Y85sVW3lj8ps1y0HH3M4wfT85RPZJW8XBkWT2xQPPZVyZCPW8pYrdGW1gcyDy1WB7FBW2tdpft18xtVJW3942vG182Q6mVmKlLC8GJCpKW5nNvSx4bvL1Hf4mwNNz04 )
Featued image for: ScyllaDB cut Sprig’s read latency 4X after Redis and ClickHouse hit a wall (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3msW8Jk6bR7bmK78W1M__0j4cjYrGW5j5-mw4VDYwNW2NT7C63yf6GYW2YsQp67xlXxbW5mldrV573_YhW2fl9Sw7vpVXmW3j0-dX1RTZ6wW2TD4wt61vVzBW4M4p0R5qDWQfW23kxVv2ssDKFVDhRR63KVBHMW1QL_ys3k9d1DW6_154P51Zf83VNmG-w489fwBW8rQsT02bT9PWW4X06qg6-PH7JV9Q69d6_P66QW34q0tM56MvpBW5sktCr35wtX3W6rJScT4swkKmW2Thk9k8DxDLGVd3D0w2-TKs1W83xlDB4K7Qg8N5Y40LS7CV79W966-sJ3PMQBWf1Jmjt204 )
Databases (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_d3prCCW6N1vHY6lZ3n_W5Yfx5h78HBhLW2wL3yz9fTjYVW2jXYXZ2z2ShXW7s33mW5Pn15MW4HnXd38H6fl8W6lMPcD6kjkJqN9lzjxkjPD0lW8hNJn730xXdXW1pyP762X3jB3VGPbyF2SH86dW5TWskP6Fv0Q8W8pzznq295QS6W7rK_Hr8DPrc0W2R0zH-5V-sbsW64G3404XS06NW568P6F2qVFJMW2Bg-bV8pN64SV1f8qY280hflW2XtF9034Ss56W6VxhB47QmJ9_W21ftQ7849J-MW46SFgt5g0LqYf7Mvs5204 )
ScyllaDB cut Sprig's read latency 4X after Redis and ClickHouse hit a wall (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3msW8Jk6bR7bmK78W1M__0j4cjYrGW5j5-mw4VDYwNW2NT7C63yf6GYW2YsQp67xlXxbW5mldrV573_YhW2fl9Sw7vpVXmW3j0-dX1RTZ6wW2TD4wt61vVzBW4M4p0R5qDWQfW23kxVv2ssDKFVDhRR63KVBHMW1QL_ys3k9d1DW6_154P51Zf83VNmG-w489fwBW8rQsT02bT9PWW4X06qg6-PH7JV9Q69d6_P66QW34q0tM56MvpBW5sktCr35wtX3W6rJScT4swkKmW2Thk9k8DxDLGVd3D0w2-TKs1W83xlDB4K7Qg8N5Y40LS7CV79W966-sJ3PMQBWf1Jmjt204 )
by Cynthia Dunlop (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mGW3Y3Sgk2R2Y7SW3c4fzj7CrnpYVwnvnQ1x9F1sW8yGvdc7K0JBbW6sCYbP2DNlC2W9c8js35tMFNPW4cNQcb3CvWv6W4TDpmN18Pv4yW7BjSty5zWjNdW3f-rkH1NMsB5W4-frM86lbHGWW282m-n5xWzrHW3J9ryd3Fx2rMW8gzxY41slp29W27VFrl55SqgKW4bQ8GT8P5hr6W7d46vK7Mxz7_W1zMtwk6cX7RCW3nwXLn7n_05vW2H2bvR79KzZtW9lrVch98cVwVW5YZNYz6GxLkHW4By8BP7pstQvVqm9pg4VshJzf6BfFtb04 )
Featued image for: AI won’t speed up software delivery — nothing has (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3lbW7cYYzH2rVpptW1mP7Xt2YHmMGW3znkVH6nZ7LbW64YXHC5wR74fW3Hf7pg5l7bdjV6LWxj4qFXyzW8-CzbD7qsSTNVzjxFq1jJ5yvN8KTWzsBY709W5_BwCx2BcD-_W9f55pV34Gc1jW6YlB4C2fqbw7W8FXs_S4MN4zFW7DFJYr1pyncbW5BYcTw6pkp3TVZPCbN7DK4K0W64kDTD58JTrsW8yBWMt1mpXWnW8jMy9l9hyRL2W1Y9Dd48GsSdLW7Y2Tr_6xTzsMW7CttsS9bcgr8W3Zz4g74pbwzPW3nX4bl4j1yxKW24RL8P2L8QqjM6GHJFR71k5f5pkTL604 )
AI Engineering (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mCW2s4fK-8lFKykW8jRlNn271CD-W10wd1K1l2Sz_V6Gkp_5qx7ZsW3tGqhc2YwD56V4pP8k2QbmPlN8c_VTl_vn--W2hMvTJ8p8YmdVYwjXJ1WHqK3N4dk3zC82S9ZN95n_Z1G-vvKW4D1QCb4kkB-HW4XbKy91mRRDVW60rRvc7z7TlPW6Rrq5Q1HKXtNW7xKLt_1N5S1qW8xyM6w5JH1t5W4qRntd1nbshHW529Ql37nfzW_W7b7D8L5GGgM-W1zQDt515sM9WW7DMrWH5S1lRDVNsrMS9cPyMtW3NhCJY1Zt6rLf5mRK9l04 )
AI won't speed up software delivery — nothing has (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3lbW7cYYzH2rVpptW1mP7Xt2YHmMGW3znkVH6nZ7LbW64YXHC5wR74fW3Hf7pg5l7bdjV6LWxj4qFXyzW8-CzbD7qsSTNVzjxFq1jJ5yvN8KTWzsBY709W5_BwCx2BcD-_W9f55pV34Gc1jW6YlB4C2fqbw7W8FXs_S4MN4zFW7DFJYr1pyncbW5BYcTw6pkp3TVZPCbN7DK4K0W64kDTD58JTrsW8yBWMt1mpXWnW8jMy9l9hyRL2W1Y9Dd48GsSdLW7Y2Tr_6xTzsMW7CttsS9bcgr8W3Zz4g74pbwzPW3nX4bl4j1yxKW24RL8P2L8QqjM6GHJFR71k5f5pkTL604 )
by Steve Fenton (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3lJW1vggxy64GPD6W54n07T4yc1yqMFrw393wH6WVyZNtr8tPblQMs5H9cpbBzZW4Zlwr14RpLKnW3bL_BJ4JgDNbW6DVNgv6qypkPW1-yfVg34bz5GW79v6M673s8fgW1zJcXx439Yq3W6hHpSy2HHHt0W2QV6lQ5Dx_YtW11Lrh598LPwRW83Ww_g5Y5tPcMcv6fjBczHbM3yYrfY25mRW7t01pC8CHx1gW6k0g_l9hJq85W8KHBxD3lxqNBW1B9BPG735qKgN5df-bwDbjzlW91W8pP7ldbP_N8QQL78xMpJrdYKj5204 )
Featued image for: How OpenAI scaled to 900 million weekly users with Ory (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mlW7p8sLN6vbDhcW39CM6f5NB7sLW8jqXTH64JqfzVrdYq892kPM8W92JsVm6RyHhqW8TL6QZ8T69smW8DH5lF1FgPF2Ms28F-Sq1Z9W6d7Llq6ztqbzW3N_y6H4VMhnvW2j9TMD6YbKGPVfdtZN2FvcK-W5728mD30gC2jVkRbgX8kyxtyW1khSWK6R7xCmW5z04Zm5nBYnrW58KwXV5BPq8KW2cFfFt5v2xbZN6qcH_RsW54hW4F41tz4-6KbYVSPmPV5v3C16W7ZyZhs74-vLGW1LQjKR5P2BtqMsngHbz2Q_df417Tfl04 )
AI Infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3lWW3h7-lz8gpKN_N5jPrPsbmB7_W9ldDXd1xd6pgW1GBjxY8xtQmxW5XY2L11B5kBrW544Kv-23FBWbW3Hz-_L8PKlF3W8GsZrw93MgF0W7w2Z_58wQxpZW6f-VZr2sFxyMN11j_43Wn-SxW2gt7Xq3yTl7YW5D-3f-3bt_MpVPpq8t1krdgdW4bT4T-6L0BwBW18Rbq156gTwkW8d0QYr8GwNmSW5FF_RJ7pYQ6DW2-zVwB7CQwY8W5n5Ltw2yLGFjW95Q7Xl41GLnmW2y8Q-W26HyKxW5WZwdC1T_zDNW6D_G1B16tZf8f1WhJ8n04 )
How OpenAI scaled to 900 million weekly users with Ory (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mlW7p8sLN6vbDhcW39CM6f5NB7sLW8jqXTH64JqfzVrdYq892kPM8W92JsVm6RyHhqW8TL6QZ8T69smW8DH5lF1FgPF2Ms28F-Sq1Z9W6d7Llq6ztqbzW3N_y6H4VMhnvW2j9TMD6YbKGPVfdtZN2FvcK-W5728mD30gC2jVkRbgX8kyxtyW1khSWK6R7xCmW5z04Zm5nBYnrW58KwXV5BPq8KW2cFfFt5v2xbZN6qcH_RsW54hW4F41tz4-6KbYVSPmPV5v3C16W7ZyZhs74-vLGW1LQjKR5P2BtqMsngHbz2Q_df417Tfl04 )
by Damon Tepe (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3kxW6k_lW91QfrkCW89z8jv2r5K-KW2JtBj92YS7DgVCbTzz2D4jFlN8kd5kSgKCjCW91nM5g34snSVVPw5yl35f2hWW2YNg-22kTNlmVCs4Jm1zby61W36xyFD53SmphW4nqxMR7HBfNkW33BdHX8NFx5JW8Pp8n-5z0bF5W7tDF2B1v9bL_VHvwJh49SFR4W48ftJY8V2rnnW7HqnLK4zMHmYVM3V_T8z5tPzW1knH9b5NLS7-MgF7-jvnGTnW5WzJhJ5vlN10W8JjZqh1QSLfQW5NwDRc3Yf8bDW2MwpZ-7g6WByf1z1gmT04 )
Featued image for: Arize AI and Google Cloud lay down standardized telemetry mandate to keep enterprise agents in check (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mKW6cd2Xr3cnPVsW7vyzhX1q_W-JW2Rvdkn30Z3tMW3xhPzv33R55LW1CBXCZ6tl3W1W9fgSRn7W4wLjW67w8D293qYKBW6gYmDW6Jmq97W2m4GVF4CrD66VRj7xQ7vTsdVW7R84Gp8LpY_RN26xSz5rLGWkW6HGrGl21cFHMW4cl9ST1hLfgxW94Brh61vcdWHW5LBW7D8YPpHYW8_lhPQ25j-SQW2LhB8m3y4mdZW85YxVs3nsq73W21rhdJ72fX_6W7kdKD910C3PPW562BdF3rBwfNW8tlg9k1MgP36W8vWYK36kmwFpVBp_fh7lKK7nW83Y2kj2p54Q3f8n_FXP04 )
Observability (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mkW7nprNc5vVKcRW88XlwQ2wNnKvW613yCT6nqZxXW3v9Nwm1wv1SNW6S61bG2qlMljVmTLrv1YsD3rW3GNbWZ5D1Bt9W9g2z6v18_y1DVT9S_z3YSjCGW5g-yHX1_DyPMW1WkdLl2vdYf5VY8pvx91y-ZmW42v2gC2JyYS1W7Yj16S90lDTqW8LHQ6T8QftTLW7WrRBy1SKGXHW52FwHh5rMdM_W3z80w92R5nNRW72XyGf1T5nzRW2czcW84MHqF_W8JfhdV26kcs6W8vV9db19CxLqW3DNX0G8-Mf2PW4NdMCC995bcWf33SHj804 )
Arize AI and Google Cloud lay down standardized telemetry mandate to keep enterprise agents in check (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mKW6cd2Xr3cnPVsW7vyzhX1q_W-JW2Rvdkn30Z3tMW3xhPzv33R55LW1CBXCZ6tl3W1W9fgSRn7W4wLjW67w8D293qYKBW6gYmDW6Jmq97W2m4GVF4CrD66VRj7xQ7vTsdVW7R84Gp8LpY_RN26xSz5rLGWkW6HGrGl21cFHMW4cl9ST1hLfgxW94Brh61vcdWHW5LBW7D8YPpHYW8_lhPQ25j-SQW2LhB8m3y4mdZW85YxVs3nsq73W21rhdJ72fX_6W7kdKD910C3PPW562BdF3rBwfNW8tlg9k1MgP36W8vWYK36kmwFpVBp_fh7lKK7nW83Y2kj2p54Q3f8n_FXP04 )
by Adrian Bridgwater (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mQN552dSW-rzv2W7XTvyV1FkRVyV40Xgb1r7KwvVb9FsY49Mh3_W3HbwbT89SF5nVj6-Np5Q0t54W3htGdy724Cr5N14HQRq1Jv0VW4X9FJ57rnHjcW30dKcL2S8zDMW3qZJ5R98xZCxW6zCgKG1F0zJzW5wmSvv5qMmJ-W7xnZ298ctf5bW5kCMg98jGhLrMSYYsfwsFG_N3dXFMg2HhL0W3TB98m2FCd7rN7clW1jS777KW3V2mwR1cV130W5r6Mhx3G9QydW7w1H2d5yWTCkW5WTww86KzfWmW6kTsWv2S4vjrf38HTrT04 )
Featued image for: Palo Alto Networks makes a $700M-class AI bet on Portkey gateway (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mHVqyBr_3KNh2sW1VNc9Z7SW2wDW2zG7Lq7hKGz2W3HXw2T1wC50yV4hhlb4mnZhVW57XgfS98SW3dW27MkfB5M0WDkW7t-lNf9jt-wwW88p3H368dJlrW2ThbqY4f2b0XW5m7zVK4Nw-6PW6HwQM26sfjslW5sYNrL8qDQbtW3qJydp8rv0cZW5L3dBD1BwhldW4mbhDF9gd6PTW71lgWQ3d-x2FW5hbtpf3YSyctW593MSh3XB17kW4mBYXJ1_56mbN7ZjHWKZSGM8N13pkqMxFtGnW366sMG5N0n-8W58jcZM7-S9-MW4W9LBf3pVPMyW799y847xkR05f95-60s04 )
AI Infrastructure (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3lWW3h7-lz8gpKN_N5jPrPsbmB7_W9ldDXd1xd6pgW1GBjxY8xtQmxW5XY2L11B5kBrW544Kv-23FBWbW3Hz-_L8PKlF3W8GsZrw93MgF0W7w2Z_58wQxpZW6f-VZr2sFxyMN11j_43Wn-SxW2gt7Xq3yTl7YW5D-3f-3bt_MpVPpq8t1krdgdW4bT4T-6L0BwBW18Rbq156gTwkW8d0QYr8GwNmSW5FF_RJ7pYQ6DW2-zVwB7CQwY8W5n5Ltw2yLGFjW95Q7Xl41GLnmW2y8Q-W26HyKxW5WZwdC1T_zDNW6D_G1B16tZf8f1WhJ8n04 )
Palo Alto Networks makes a $700M-class AI bet on Portkey gateway (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_R3prCCW7Y8-PT6lZ3mHVqyBr_3KNh2sW1VNc9Z7SW2wDW2zG7Lq7hKGz2W3HXw2T1wC50yV4hhlb4mnZhVW57XgfS98SW3dW27MkfB5M0WDkW7t-lNf9jt-wwW88p3H368dJlrW2ThbqY4f2b0XW5m7zVK4Nw-6PW6HwQM26sfjslW5sYNrL8qDQbtW3qJydp8rv0cZW5L3dBD1BwhldW4mbhDF9gd6PTW71lgWQ3d-x2FW5hbtpf3YSyctW593MSh3XB17kW4mBYXJ1_56mbN7ZjHWKZSGM8N13pkqMxFtGnW366sMG5N0n-8W58jcZM7-S9-MW4W9LBf3pVPMyW799y847xkR05f95-60s04 )
by Janakiram MSV (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mlW1WrKqL1r84sFW3C2x3y79TdXtW3ZCkZn6dR5WfV7PGX-5QpMvFVRY4Ct2b1gLDW1Bg0CW1J2Py3W7WgFLG2FsrPFW2hX0fj65ZpKzW1fcKN06Vbqn-W4mdV3G7BGpW1W7tflFR5djG8ZW4Q-Pf81NbwZ8TSWlS551BsZVpKSTf7vyp9BW2ffnrZ1mnc8LW81r0NC7g6_K7W74YCF33vcQqzW4_YP8P2Blc0SVHq42G2rtNyZW6S-gtd6t0b2yW4zRfcd8cVz9-W2ntcrh961WZFW5fXpQ94dKSvHW3kk66q1zpNXTf72F3rb04 )
Can your operations handle your security ambitions?
From our partner
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3gP0xW7lCdLW6lZ3mNW6905Nv5j-9ZPW20sL5V5GxRbGW6qV1mR3DJdNzW5C-r1Y6s70p_W8BbKH45nLj5KW9bqZX38dVDLbW3tdVjp8pRRMdW3C8G-211yR3BW44SGn84sV6nTW4p2Y-93W07xyW7grT8M1zmVdTW4c3_wL3k4RBhW2lV6mq5lHsNhW8CbxN_4Ljc-MW6B00ML8lvnH_W1JVw3K8hfhpvW5chTgs4pKZ1gW8GX8NN3X0ChGW7NGvQW3TGblWW3-D2wY37t6ggW4SSnDy6mnKJ_W3RGdZy65pDr1N1_k5Tmcb72lW8q5-lG2yrcQpd_4DGb04 )
Discover why operational maturity is the foundation of security. Scale your program effectively without creating bottlenecks in your stack.
READ MORE
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3gP0xW7lCdLW6lZ3mNW6905Nv5j-9ZPW20sL5V5GxRbGW6qV1mR3DJdNzW5C-r1Y6s70p_W8BbKH45nLj5KW9bqZX38dVDLbW3tdVjp8pRRMdW3C8G-211yR3BW44SGn84sV6nTW4p2Y-93W07xyW7grT8M1zmVdTW4c3_wL3k4RBhW2lV6mq5lHsNhW8CbxN_4Ljc-MW6B00ML8lvnH_W1JVw3K8hfhpvW5chTgs4pKZ1gW8GX8NN3X0ChGW7NGvQW3TGblWW3-D2wY37t6ggW4SSnDy6mnKJ_W3RGdZy65pDr1N1_k5Tmcb72lW8q5-lG2yrcQpd_4DGb04 )
FLOW STATE
Why AI engineers are moving beyond LangChain to native agent architectures
Frameworks accelerated the first wave of LLM apps, but production demands a different architecture.
Read on Towards Data Science
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG80q3gP0xW95jsWP6lZ3kvW5dRN554vkplLW2r3LDb5ry-2DVZYYC719TvK_W9g4Dp7596mbYW6Vm93M42MGPcW7RrHF12nhGm2W5vlSQB78-yWSVPCxq21M1Lv0W3pfcwM5tfsH8V5Rjdk8RtW6WW4qk4cR7yc6qkW8bynL37M6jl8V235vg7RJvThW1cKhcx7vwpdKW3ntYZ46Ss1bLW6K22BZ8zGDLbW46CPwC985qq0W7z-nr721FZ1BW59YQ7V4CnqQJVYY3CX8-g9XJVT2r6x6tdsxYW3wtDCn1Rktk2W6v4jDY1vSPXNW44C5j76DNlkbW409VsC8YzfX6V-kqPD8CMdK2W8Hn5WR4vD3YFW33hFrG54_y5JV1VpQN4R1Mq0W8WR7C-23hLt1f6jRpLY04 )
Break the cycle of spending $250bn on manual IT operations with the IT knowledge graph
In this deep dive, we took a hard look at why rules-based automation has stalled out, solving only 20% of IT problems while leaving the other 80% to be handled by expensive, manual "stitching."
Watch on-demand
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7-l5fkwKW50kH_H6lZ3nVW10gXzx2nQysJW489LXn57LMxlW2ZC8bq28THTCW66J-nM1kGkbxW3N8rml64rlbMVdnzPQ2gFVR9W7_wCMw4n6N96W5Plhp_7KC9M1W3nWcm31lwMGWW8G62t77SVZcGW46WKKy7lmjM1VWzpsW1hV1DRW4xT44N4_2THqW961F8j6-G46WW7QZB6m9873l9W2ZvL7v7QsJHHW8WKCj97K7fjfW1hj-wX83C00mW5hPNFQ4bxC17N3wcmSd2N1CcW392Y2j5kC1ZWW4NgDgm36c927VpkTLJ3NQRNSW64mhgr24HjSSVzh7hb5fJMdQW7s1yRP4f3kRdF6_MkLyb8b2W69QwLM5LymRbW8ssSXf1G-1ByW9kTtyS7ZRbDZW9j-kvG7wvLRcW8H2v-C3K4nr-f4Mms4004 )
Why Broadcom is betting on a private cloud comeback
Broadcom's Jad El-Zein and Myles Gray on how VMware Cloud Foundation embraces Kubernetes, open source and the private cloud resurgence at KubeCon EU 2026.
Catch the episode
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3gP0xW7lCdLW6lZ3mTW5dR06c7PlcLmW1K2Rx23K04JkV-QK9071D4BZW8Tt3d_3gWVJMVRcKyw40g5BpW7t8CX58nlN2_W7Gc6w91zftM_W7yq9xl42gjkmW8jdMNd44pllXW2h822T85xK_VW712XN83tXcfFW8b90Qw4_nYbLW2RGm9S3NFLsFW8QBvpC6sXMtHW2Bn9lB61bgWdVGWZXR89081tVBB7-p47PN_lW8_JQDG875FjYW6N0l7q5b5_b8W7DK75B8KnvkVW8YX9S6992kFzVLpWPX5vT8FZW64hzdy36Rnr3W6N1vcX2fLt-bf4ZZXnR04 )
“Developer loyalty is at zero right now”: Google doesn’t care which AI coding tool you use
Google Cloud's Chief Evangelist Richard Seroter discusses developer loyalty, AI dev tools competition with AWS and Azure, and Google's platform strategy.
Take a look
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_d3gP0xW6N1vHY6lZ3kyW914fxZ1N51RLW1vq9S69jT7v6VcYlLG6346Q5W4_kDPs87lWR9W5pQXVS5Cpl3fW5SsY5H71JBT6W8llvGC2WcN_dW5WXmF_7P5ryGW5G8jKh5NsY5vW7plxwj4VlC8pN2vlvH078GVJN5XCHdbKhSjfW7g-_Jw3dCM8XW7n74Ph1qGfHLW6VBD2S6sSZgsW6pDh2-6Skq_3W8vnc837CvD4lW9j-6X_4y0xgKW8Yb55m2prsg-V-kNnT20X9pqW2hNDpp8FPtq5N2kgN7rCfm9df4f-6cK04 )
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
(https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mxW1M-k6P7g5XKSW6Tg9Fb1ZnSsjW3S_syK2Lf2BbW4cRMwW2xnzRjW1ttMNg58ZDq9W2yLlnb5mjjXXVPrZH45m7SbrW3HsY2x2VdYbkW2YM8XB3Dxp7GW2qtXwY6YB7MYW6ZQLbv4qm93kW7V7SwY5Yc7YDW2Q-MJb2N6Sk3W12CY3S7ZGZcKW2kRTpz3m0J1bW8w7PQR5jGm48W23XBnf7r36TSN7lTkMPVj3RQVCKzNV1wChgRW7v0zDD7s6zY3W2vV_yg2GvDPwW8csYNn1bYF2sW76c79-246VpvW1r1wfx51Cf7Yf2ypymF04 )
© 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
ADVERTISE (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3mxW1M-k6P7g5XKSW6Tg9Fb1ZnSsjW3S_syK2Lf2BbW4cRMwW2xnzRjW1ttMNg58ZDq9W2yLlnb5mjjXXVPrZH45m7SbrW3HsY2x2VdYbkW2YM8XB3Dxp7GW2qtXwY6YB7MYW6ZQLbv4qm93kW7V7SwY5Yc7YDW2Q-MJb2N6Sk3W12CY3S7ZGZcKW2kRTpz3m0J1bW8w7PQR5jGm48W23XBnf7r36TSN7lTkMPVj3RQVCKzNV1wChgRW7v0zDD7s6zY3W2vV_yg2GvDPwW8csYNn1bYF2sW76c79-246VpvW1r1wfx51Cf7Yf2ypymF04 )
CONNECT (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VVG9hm3vxMFyW5-Z7q27WJlpvW7RdXLG5NJW8lN7gG7_x3prCCW7lCdLW6lZ3nfW5ZwtG54D2tT-W8tVGXX3NkhSzW3pfXWn3DY1vvW7kL8Zj9d1g5bW2xL3Kc44QjHPV_LRFB6CHqjJW39sllV4JMNGFW1Gz0Lt5X3kgYW7CSSyH5wJVNsVvbVs76P05g_W59qbfp2C7yzVW4tvcN92rRkdQW5Nw1vM4mjZvlW8Hcjyj8k0B9kW8S9lyq7d5HKDN78_xL-S7jsZV78xrs7FnfW3W8KLFRW21_cCcW81k-bZ73JwxZW64DqCj4zV-nJW3Q-McZ3wR--fW6sRxPH88LzFXW4K1pDN1mFTppW46tp25354Dn1f4p5M0s04 )
PREFERENCES (https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-zyW1_sPJR3F0Vk6W1_slv04txY-3W4pzDwc3C8XhxW3SHxrt47DGcXW4rxMb03VNn7WW3g1hM045wHTTW23gnhn3VYWZRW4chpLN3NTvnfW45M9tg4ryvcFW3JPNls1X7kHJW4rCnS94kbcpPW30nZX-3zds96W2KS5F02ztY8_W3GWQ2G21jdhBW3SYFGw325nNFW231wHd2YtZ-nW3VHnmL3DTtQ0W30B0LC3GSrJKW1QC0Qf2qQmqsW1Vq0qV4kFNBBW1SBlt24frvvVW4rBGqx1_dgsrW30rr9L36nLNSW3GJ-sb3bds-bW3d3yrB2RPqj5W3S_H6k4cL30ZW4tB1Ch4rljpvW3DTwKJ2CD9lwW49x57X3bfN6dW1_8znr3NRsgZW4t6SWB1NlYgYW36CRSp2HKcH6W1QlMxv32cfJFW2t4dZJ3gsYcwW2-m3j547vDPMW1Zc_m54klZLmW3jlY0z1QcGN3W4frWsd2xLwjTW2zP9yY1W-4kfW4psLJR3zbqCHW1BJmt03j0zd7W2Pxwd_4mDj_mW3LZnmL4hPppZW4kvnkk3DVqF5W41Ds6p4mm3B2W3blkLy234NCWW2CNbfX49jTBFW1NdDtR1BcFGZW1NjVMY1VvdJZW3Y05rM25q1V3W3VY6FQ45Dv1nW3b3KG-3dcV0-W1_dhNt2Hs1YPW2PRjM_385zRBW1YWZXn21qRFzW4kfx6-30BrntW3K1KTJ2YFjlqW3R6X3V4p83BfW3b1cgy2sRqyL0&_hsenc=p2ANqtz--HsQb-lKz7WdCk1_yzKcvegVOpyKdm8v3uDthGSk2UsBWNIjbfiYODZ82PN8Gx3L3-oJJjOg9a6ikLGoshuJyKWCyQvw&_hsmi=417372541 )
UNSUBSCRIBE (https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-zyW1_sPJR3F0Vk6W1_slv04txY-3W4pzDwc3C8XhxW3SHxrt47DGcXW4rxMb03VNn7WW3g1hM045wHTTW23gnhn3VYWZRW4chpLN3NTvnfW45M9tg4ryvcFW3JPNls1X7kHJW4rCnS94kbcpPW30nZX-3zds96W2KS5F02ztY8_W3GWQ2G21jdhBW3SYFGw325nNFW231wHd2YtZ-nW3VHnmL3DTtQ0W30B0LC3GSrJKW1QC0Qf2qQmqsW1Vq0qV4kFNBBW1SBlt24frvvVW4rBGqx1_dgsrW30rr9L36nLNSW3GJ-sb3bds-bW3d3yrB2RPqj5W3S_H6k4cL30ZW4tB1Ch4rljpvW3DTwKJ2CD9lwW49x57X3bfN6dW1_8znr3NRsgZW4t6SWB1NlYgYW36CRSp2HKcH6W1QlMxv32cfJFW2t4dZJ3gsYcwW2-m3j547vDPMW1Zc_m54klZLmW3jlY0z1QcGN3W4frWsd2xLwjTW2zP9yY1W-4kfW4psLJR3zbqCHW1BJmt03j0zd7W2Pxwd_4mDj_mW3LZnmL4hPppZW4kvnkk3DVqF5W41Ds6p4mm3B2W3blkLy234NCWW2CNbfX49jTBFW1NdDtR1BcFGZW1NjVMY1VvdJZW3Y05rM25q1V3W3VY6FQ45Dv1nW3b3KG-3dcV0-W1_dhNt2Hs1YPW2PRjM_385zRBW1YWZXn21qRFzW4kfx6-30BrntW3K1KTJ2YFjlqW3R6X3V4p83BfW3b1cgy2sRqyL0&_hsenc=p2ANqtz--HsQb-lKz7WdCk1_yzKcvegVOpyKdm8v3uDthGSk2UsBWNIjbfiYODZ82PN8Gx3L3-oJJjOg9a6ikLGoshuJyKWCyQvw&_hsmi=417372541 )
Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!