Last Received
geeksoutfit
Thu, 23 Jul 2026 03:35
moc.liamon
Thu, 23 Jul 2026 01:09
bhg
Thu, 23 Jul 2026 01:05
simplyrecipies
Thu, 23 Jul 2026 01:02
mykajabi
Thu, 23 Jul 2026 00:09
theepochtimes
Wed, 22 Jul 2026 23:54
kirbiecravings
Wed, 22 Jul 2026 22:50
cnn
Wed, 22 Jul 2026 21:39
bookbub
Wed, 22 Jul 2026 20:52
boxhero
Wed, 22 Jul 2026 17:15
Newest Addresses
simplyrecipies
Tue, 02 Jun 2026 13:23
zdnet
Tue, 02 Jun 2026 13:20
bhg
Tue, 02 Jun 2026 13:10
kirbiecravings
Sun, 31 May 2026 22:03
whitehouse
Fri, 29 May 2026 19:46
e-certa
Fri, 29 May 2026 15:09
chenfei
Thu, 21 May 2026 12:02
mykajabi
Mon, 18 May 2026 03:40
kuokuoam
Sat, 16 May 2026 16:18
contabilidad
Wed, 13 May 2026 22:05
Last Read
codenewsletter
Thu, 23 Jul 2026 04:08
moc.liamon
Thu, 23 Jul 2026 04:08
bhg
Thu, 23 Jul 2026 04:07
zingo
Thu, 23 Jul 2026 04:04
1440dailydigest
Thu, 23 Jul 2026 04:03
nomail
Thu, 23 Jul 2026 04:01
mydailymoment
Thu, 23 Jul 2026 04:01
geeksoutfit
Thu, 23 Jul 2026 04:01
fjart
Thu, 23 Jul 2026 04:01
snopes
Thu, 23 Jul 2026 03:49
Most Received
ail
129494
gp6
110867
jonbobby
85102
gp6dd
84476
bobby
64066
mydailymoment
61059
cb322c5
57069
vanchina2
56299
liamont
53727
funnyordie
52248
Available Messages
The following is a list of recent messages for codenewsletter. Select one to see the content. Messages are removed frequently. Check early. Check often.
Subject
Received
🚨 GPT 5.6 breached Hugging Face
Wed, 22 Jul 2026 14:05:34 GMT
💻 Claude Cowork gets screen memorization skills
Wed, 22 Jul 2026 13:12:19 GMT
👀 Alibaba teases new frontier model
Mon, 20 Jul 2026 13:10:06 GMT
👀 AI labs are facing a compute crunch
Mon, 20 Jul 2026 13:02:22 GMT
🚀 Japan lands a reusable rocket
Sun, 19 Jul 2026 16:07:42 GMT
🤝 Nvidia places massive bet on Japan
Sat, 18 Jul 2026 16:10:02 GMT
👀 Chinese model rivals Fable & GPT 5.6
Fri, 17 Jul 2026 13:31:58 GMT
👀 Moonshot AI's surprise model
Fri, 17 Jul 2026 13:10:07 GMT
🔈 OpenAI's device leaks
Wed, 15 Jul 2026 13:10:20 GMT
🚨 GPT-5.6 is raising concerns
Wed, 15 Jul 2026 13:04:26 GMT
Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Wed, 15 Jul 2026 13:04:26 GMT
Subject: 🚨 GPT-5.6 is raising concerns
To: [email protected]
Date: Wed, 15 Jul 2026 13:04:26 GMT
Subject: 🚨 GPT-5.6 is raising concerns
- HTML Content
- HTML Source
- Plain Text
HTML Content
HTML Source
<!DOCTYPE html><html lang="en" xmlns="http://www.w3.org/1999/xhtml" xmlns:v="urn:schemas-microsoft-com:vml" xmlns:o="urn:schemas-microsoft-com:office:office" style="font-size:16px;"><head></head><head><meta charset="utf-8"/><!--[if !mso]><!--><meta http-equiv="X-UA-Compatible" content="IE=edge"/><!--<![endif]--><meta name="viewport" content="width=device-width,initial-scale=1"/><meta name="x-apple-disable-message-reformatting"/><meta name="format-detection" content="telephone=no,address=no,email=no,date=no,url=no"/><meta name="color-scheme" content="light"/><meta name="supported-color-schemes" content="light"/><title>👀 Devs report problems with GPT-5.6</title><!--[if mso]><xml><o:OfficeDocumentSettings><o:AllowPNG/><o:PixelsPerInch>96</o:PixelsPerInch></o:OfficeDocumentSettings></xml><![endif]--><style>
:root { color-scheme: light; supported-color-schemes: light; }
body { margin: 0; padding: 0; min-width: 100%!important; -ms-text-size-adjust: 100% !important; -webkit-transform: scale(1) !important; -webkit-text-size-adjust: 100% !important; -webkit-font-smoothing: antialiased !important; }
.body { word-wrap: normal; word-spacing:normal; }
table.mso { width: 100%; border-collapse: collapse; padding: 0; table-layout: fixed; }
img { border: 0; outline: none; }
table { mso-table-lspace: 0px; mso-table-rspace: 0px; }
td, a, span { mso-line-height-rule: exactly; }
#root [x-apple-data-detectors=true],
a[x-apple-data-detectors=true],
#MessageViewBody a { color: inherit !important; text-decoration: inherit !important; font-size: inherit !important; font-family: inherit !important; font-weight: inherit !important; line-height: inherit !important; }
span.MsoHyperlink { color: inherit !important; mso-style-priority: 99 !important; }
span.MsoHyperlinkFollowed { color: inherit !important; mso-style-priority: 99 !important; }
.a { background-color:#FFFFFF; }
.b { background-color:#030712; }
.c { background-color:#FFFFFFFF; }
.d { background-color:#EAEBEC; }
.d2 { background-color:#FFFFFF; }
.d3 { background-color:#FFFFFF; }
h1 a { text-decoration:underline;color:#3593FFFF !important;font-weight:bold; }
h2 a { text-decoration:underline;color:#3593FFFF !important;font-weight:bold; }
h3 a { text-decoration:underline;color:#3593FFFF !important;font-weight:bold; }
h4 a { text-decoration:underline;color:#3593FFFF !important;font-weight:bold; }
h5 a { text-decoration:underline;color:#3593FFFF !important;font-weight:bold; }
h6 a { text-decoration:underline;color:#3593FFFF !important;font-weight:bold; }
h1, h1 a, h2, h2 a, h3, h3 a, h4, h4 a, h5, h5 a, h6, h6 a, ul, li, ol, p, p a { margin: 0;padding: 0; }
h1 { font-family:'Helvetica',Arial,sans-serif;font-weight:400;font-size:28px;color:#2A2A2A;line-height:1.75;padding-bottom:4px;padding-top:16px;mso-margin-top-alt:16px;mso-margin-bottom-alt:4px }
h2 { font-family:'Helvetica',Arial,sans-serif;font-weight:400;font-size:24px;color:#2A2A2A;line-height:1.5;padding-bottom:4px;padding-top:0px;mso-margin-top-alt:0px;mso-margin-bottom-alt:4px }
h3 { font-family:'Helvetica',Arial,sans-serif;font-weight:400;font-size:20px;color:#2A2A2A;line-height:1.25;padding-bottom:2px;padding-top:2px;mso-margin-top-alt:2px;mso-margin-bottom-alt:2px }
h4 { font-family:'Helvetica',Arial,sans-serif;font-weight:400;font-size:18px;color:#2A2A2A;line-height:1.125;padding-bottom:10px;padding-top:10px;mso-margin-top-alt:10px;mso-margin-bottom-alt:10px }
h5 { font-family:'Helvetica',Arial,sans-serif;font-weight:400;font-size:16px;color:#2A2A2A;line-height:1;padding-bottom:2px;padding-top:12px;mso-margin-top-alt:12px;mso-margin-bottom-alt:2px }
h6 { font-family:'Helvetica',Arial,sans-serif;font-weight:400;font-size:14px;color:#2A2A2A;line-height:0.875;padding-bottom:4px;padding-top:16px;mso-margin-top-alt:16px;mso-margin-bottom-alt:4px }
p { font-family:'Helvetica',Arial,sans-serif;font-weight:400;color:#2D2D2D;font-size:16px;line-height:1.5;padding-bottom:7px;padding-top:7px;mso-margin-top-alt:7px;mso-margin-bottom-alt:7px; }
p a, .e a, ul a, li a, .h a, .h2 a, .h3 a { word-break:break-word;color:#3593FFFF !important;text-decoration:underline;text-decoration-color:#3593FFFF;font-weight:bold; }
p a span, .e a span, ul a span, li a span { color: inherit }
p .bold { font-weight:bold;color:#2D2D2D; }
p span[style*="font-size"] { line-height: 1.6; }
.f p { font-size:12px;line-height:15px;color:#2D2D2D;padding:0; }
.f p a { color:#2D2D2D !important; }
.g p { font-family:'Helvetica',Arial,sans-serif;font-size:14px;line-height:20px;font-weight:normal;margin:0; }
.g p a { text-decoration: underline; }
.i p { font-family:'Helvetica',Arial,sans-serif;line-height:1.5;font-size:15px;color:#2D2D2D; }
.i p a { color:#2D2D2D !important; }
.i2 p { font-family:'Helvetica',Arial,sans-serif;line-height:1.5;font-size:15px;color:#2D2D2D; }
.i2 p a { color:#2D2D2D !important; }
.i3 p { font-family:'Helvetica',Arial,sans-serif;line-height:1.8;font-size:24px;color:#2D2D2D; }
.i3 p a { color:#2D2D2D !important; }
.h p a { color:#0C4A6E !important; }
.h2 p a { color:#0C4A6E !important; }
.h3 p a { color:#0C4A6E !important; }
.f p a, .i p a, .i2 p a, .i3 p a, .h p a, .h2 p a, .h3 p a { text-decoration:underline; }
.j { border-top:1px solid #030712; }
.k p { padding-left:15px;padding-bottom:0px;padding-top:6px;mso-margin-top-alt:6px;mso-margin-bottom-alt:0px;mso-margin-left-alt:15px; }
.o { background-color:#FFFFFF;border:1px solid #3593FFFF;border-radius:5px; }
.o p { font-family:'Helvetica',Arial,sans-serif;padding:0px;margin:0px; }
.l p,
.l p a, .l a { font-size:14px;line-height:20px;font-weight: bold;color:#2D2D2D;padding-bottom:6px;mso-margin-bottom-alt:6px;text-decoration:none; }
.m p,
.m p a { font-size:13px;line-height:18px;font-weight:400;color:#2D2D2D;padding-bottom:6px;mso-margin-bottom-alt:6px;text-decoration:none; }
.n p,
.n p a { font-size:12px;line-height:17px;font-weight:400;color:#3593FFFF;padding-bottom:6px;mso-margin-bottom-alt:6px;text-decoration:none; }
.p { background-color:#FFFFFF;max-width:520px;border:1px solid #E1E8ED;border:1px solid rgba(80, 80, 80, 0.3);border-radius:5px; }
.q { font-size:16px;font-family:Helvetica,Roboto,Calibri,sans-serif !important;border:1px solid #e1e8ed;border:1px solid rgba(80, 80, 80, 0.3);border-radius:10px;background-color:#FFFFFF; }
.q p { font-size:16px;font-family:system-ui,Helvetica,Roboto,Calibri,sans-serif !important;color:#222222;padding:4px 0; }
.r { border:1px solid #E1E8ED !important;border-radius:5px; }
.s p { font-size: 14px; line-height: 17px; font-weight: 400; color: #697882; text-decoration: none; }
.t p { font-family:'Helvetica',Arial,sans-serif;font-size:12px;line-height:1.5;font-weight:400;color:#000000;font-style:italic;padding:0px; }
.v { border-radius:8px;border:solid 0px #030712;background-color:#030712;font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF; }
.v a { text-decoration:none;display:block;color:#FFFFFF; }
.w p { font-size:12px;line-height:15px;font-weight:400;color:#FFFFFF; }
.w p a { text-decoration: underline !important;color:#FFFFFF !important; }
ul { font-family:'Helvetica',Arial,sans-serif;margin:0px 0px 0px 25px !important;padding:0px !important;color:#2D2D2D;line-height:24px;list-style-type:disc !important;font-size:16px; }
ul ul { list-style-type:circle !important; }
ul ul ul { list-style-type:square !important; }
ul ul ul ul { list-style-type:disc !important; }
ul ul ul ul ul { list-style-type:circle !important; }
ul ul ul ul ul ul { list-style-type:square !important; }
ul ul ul ul ul ul ul { list-style-type:disc !important; }
ul ul ul ul ul ul ul ul { list-style-type:circle !important; }
ul ul ul ul ul ul ul ul ul { list-style-type:square !important; }
ul > li { font-family:'Helvetica',Arial,sans-serif;margin:10px 0px 0px 0px !important;padding: 0px 0px 0px 0px !important; color: #2D2D2D; }
.poll-choices > li { margin: 4px 0px 0px 0px !important; }
ol { font-family:'Helvetica',Arial,sans-serif;margin: 0px 0px 0px 25px !important;padding:0px !important;color:#2D2D2D;line-height:24px;list-style:decimal;font-size:16px; }
ol > li { font-family:'Helvetica',Arial,sans-serif;margin:10px 0px 0px 0px !important;padding: 0px 0px 0px 0px !important; color: #2D2D2D; }
li > p, li p { font-family:'Helvetica',Arial,sans-serif;font-size:16px;font-weight:400;line-height:24px;padding:0px; }
.e h3,
.e p,
.e span { padding-bottom:0px;padding-top:0px;mso-margin-top-alt:0px;mso-margin-bottom-alt:0px; }
.e span,
.e li { font-family:'Helvetica',Arial,sans-serif;font-size:16px;color:#2D2D2D;line-height:24px; }
.rec { font-family: ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji" !important; }
.rec__button:hover { background-color: #f9fafb !important; }
.copyright a {color: inherit !important; text-decoration: none !important; font-size: inherit !important; font-family: inherit !important; font-weight: inherit !important; line-height: inherit !important;}
.txt_social p { padding: 0; word-break: break-all; }
.table, .table-c, .table-h { border: 1px solid #C0C0C0; }
.table-c { padding:5px; background-color:#FFFFFF; }
.table-c p { color: #2D2D2D; font-family:'Helvetica',Arial,sans-serif !important;overflow-wrap: break-word; }
.table-h { padding:5px; background-color:#F1F1F1; }
.table-h p { color: #2A2A2A; font-family:'Trebuchet MS','Lucida Grande',Tahoma,sans-serif !important;overflow-wrap: break-word; }
@media only screen and (max-width:667px) {
.aa, .w100pc { width: 100% !important; }
.bb img { width: 100% !important; height: auto !important; max-width: none !important; }
.cc { padding: 0px 8px !important; }
.ee { padding-top:10px !important;padding-bottom:10px !important; }
.ff ul, .ff ol { margin: 0px 0px 0px 10px !important;padding: 0px !important; }
.ff li { margin:10px 0px 0px 10px !important; }
.r {height:140px !important;}
.s p { font-size:13px !important;line-height:15px !important; }
.mob-hide {display:none !important;}
.mob-show {display: block !important; width: auto !important; overflow: visible !important; float: none !important; max-height: inherit !important; line-height: inherit !important;}
.mob-stack {width:100% !important;display:block !important;}
.mob-w-full {width:100% !important;}
.mob-block {display:block !important;}
.embed-img {padding:0px 0px 12px 0px !important;}
.socialShare {padding-top:15px !important;}
.rec { padding-left:15px!important;padding-right:15px!important; }
.bodyWrapper { padding:8px 4px 0px 4px !important; }
.social-mobile {float:left !important;margin-top:10px !important;}
}
@media screen and (max-width: 480px) {
u + .a .gg { width: 100% !important; width: 100vw !important; }
.tok-heart { padding-top:75% !important; }
.tok-play { padding-top: 250px !important; }
}
@media screen and (max-width: 320px) {
.tok-heart { padding-top:65% !important; }
}
.u { border: 1px solid #CACACA !important; border-radius: 2px !important; background-color: #ffffff !important; padding: 0px 13px 0px 13px !important; font-family:ui-sans-serif,system-ui,-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto Sans",sans-serif !important;font-size: 12px !important; color: #767676 !important; }
.u a { text-decoration: none; display: block !important; color: #767676 !important; margin: 0px !important; }
.u span, .u img { color: #767676 !important;margin:0px !important; max-height:32px !important;background-color:#ffffff !important; }
</style><!--[if mso]><style type="text/css">
h1, h2, h3, h4, h5, h6 {font-family: Arial, sans-serif !important;}
body, table, td, p, a, span {font-family: Arial, sans-serif !important;}
sup { font-size: 100% !important;vertical-align: .5em !important;mso-text-raise: -1.5% !important;line-height: 0 !important; }
ul { margin-left:0px !important; margin-right:10px !important; margin-top:20px !important; margin-bottom:20px !important; }
ul li { margin-left: 0px !important; mso-special-format: decimal; }
ol { margin-left:0px !important; margin-right:10px !important; margin-top:20px !important; margin-bottom:20px !important; }
ol li { margin-left: 0px !important; mso-special-format: decimal; }
li.listItem { margin-left:15px !important; margin-top:0px !important; }
.paddingDesktop { padding: 10px 0 !important; }
.edm_outlooklist { margin-left: -20px !important; }
.embedImage { display:none !important; }
</style><![endif]--><!-- __merge_tags_in_links__ --><style></style></head><body class="a" style="margin:0px auto;padding:0px;word-wrap:normal;word-spacing:normal;background-color:#FFFFFF;"><div role="article" aria-roledescription="email" aria-label="email_name" lang="en" style="font-size:1rem"><div style="display:none;max-height:0px;overflow:hidden;"> Also: How to use OpenCode  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:8px 0px 0px 0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #FFFFFF;border-radius:10px 10px 0px 0px;background-color:#FFFFFFFF;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:0px 0px 0px 0px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> July 15, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9vHAZcfwxTHsML-BQ4GY_qhbOtQSKrvYvVUoxbwkafjV1CFsIbEsHIyV7b8VUj8mCBQiyuBZkSOshwirGTMd1MDe6Sc5bI-oIu0mn661gxaqH_DZiPx9fRQYtZ4P8PwPugGu2nsLVY_zrHnBE4BrLjr0aaekrnoAY0iyIF6SOoKaHUCXPHp9IU1JiZzFj1KC4t6__eWfHxrJjpumnYvKrkZpFAwMnvO8zW6q-6UbjJqqy_zqTETQFH-wrtfj6HyrmSGKCBFVak15NgBK-AovrTQSF-1UIrNTrMqxdaLVJHv4XbftbXFobntlXga0btgQcSNjbvrCIMpoKenrPBOyJavoTF4BRduHeeSbakmBRipX2PW3SBZI75Q4t-MaUAQ4hN1MGYX4rMJA6TUsWRxGD5oSArdY13W4Q0BrrrrXy1ZsjfyVFSAkvToHgFk_a2qki0YYmVI83uX45tyjBfS_uU534HUJGYvwnOfnWe-qnXyi_LWsoDNE5qh52eOdLRhL54vxOdcTwDSjjdw11q0sVuoCAUGahWzEVnojS9zWoON19xlqOfcs7UjYE1wHy58iev7trQ8e5rS6I_1LXwkxzRbzNnJGHdWPij3ikC8HsWf2By_vtCUY3Rj07u_iXjvsO-I2nPB0Zdb9QbPBfQ2u63RIrjCBx1XEeGLU1rhlgjugozo9_pVPcxPxxbVKPfhlvpzSjV5LkCqNrzyyZC9TvX2xb4KTUI2ZpDlOjpg0S7gl4F2_-jEh02oH-7ACoksutt1HV_F4F7tOvTgqERuaraKhoPZyiJbVVq7geEenrW4cNhHAzLULeNKs3bl0hnIHRc/4sc/wWKC0tqRQrSWxZHgvWiIzw/h0/h001.MbvaxytRHnRZ0Ye_cbGqDItXWtcElIeNXrpjUNRj_b0">Read online</a></p></td></tr><tr><td style="line-height:0;"><div data-open-tracking="true"> <img src="https://link.mail.beehiiv.com/ss/o/u001.KyojDkr7Qchq5lk88rZzJw/4sc/wWKC0tqRQrSWxZHgvWiIzw/ho.gif" alt="" width="1" height="1" border="0" style="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;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRnhdMc0r36DRflj8J_45AhHZnV43F3BfsMSZEume7CY2UVLJVcL1hZRMc2bXfRFUq7c4gfvIqPuVGQRinrC_F3wVdiIidKw1MQ6luOR3X8UFSJI9P49lm0TarlTm1T7ENhX4_vCa2zz1FIr3v7ik5ssdHZjdFWGR6hhHRQD3w4psiCSyanWdZpazxxi2Op5e4CNQyDg-cFBK8gHYIAiJPI/4sc/wWKC0tqRQrSWxZHgvWiIzw/h1/h001.LRTD0AJX3EA4rHgONWWSdbN9wppCltXOsKiuOECPxhU" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/15ce5d17-c4a8-42a3-8ba1-ba8488836954/Group_CUBE__4_.jpg?t=1784069631" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Welcome back.</b> For two years, devs have been hitting “Allow” every time their agent has asked for access. This almost became a default but not anymore. Reports say OpenAI's GPT-5.6 Sol wiped an entire production database mid-task, without warning. And this might not be the only case. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Also:</b> Former Google’s AI Director launches an Agentic Engineering course, how to use Fable 5 in Codex, and choosing the right model for agentic coding. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/6b6b7778-393c-42c9-8f9f-eaf993110eed/superhumanteam_generate_a_portrait_image_of_the_person_in_omn_9833339d-8eff-407f-9491-0f17fe9ef088_2__1_.jpg?t=1784100118" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Made with Midjourney.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>OpenAI's new coding model reportedly deletes files without permission:</b> The ChatGPT maker's GPT-5.6 Sol is facing <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyGyQl8J-bTt6h3v7KCW5AfGXMeKCpDIARcwuj6IArCXl530g8Uw33u_gT0TuxFXD0QAXCfaM0vXXNOvY_AaDp7PVY3zjpmD2osC8u31HACskOF1GyXYEUF-TVsKkt1yG2a9tTNewpFc0XUIoa3adMFZhK2prKNju1emy7vOuXyGM3UkVrmTNVsutCnXFOSMFqGTCWpGFK-8-46QDh9abFpklydkR3kltXZJqY1r5KaYO2ESIGw-VkZII5DmMCz1zN0bJz_7nXTc50UUAWHf7e9_PkzZZdfMv4NyzUYfH7Fn/4sc/wWKC0tqRQrSWxZHgvWiIzw/h2/h001.b2EHefZD4wekSKID4YTP26Gqo0rsWrzrCXx45576euw" target="_blank" rel="noopener noreferrer nofollow"><span>backlash</span></a> from developers who claim it wiped production databases and entire Mac filesystems on its own. The company’s system card <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7AamZFr5mR4tWlzWz4OQu7g1xeFf2UUBBqcb997MvcPb6S9kIQqigwkE55iY1Z6pF9Y4sr6heoZE3s9T71tUSoNpmNwTtKzxIAjZRwYsFuopC0RVAHnM4bzglL0tSEDsV_W8heKQrj0-covjt8k2YiZkei-PQe_Ljs_4KrVnfc3-t9reoOEpJnYKDfvR986T0YRyGo7AFSTYcHsd1YaLhtOf50UI_1O5K6wPH04btGCp8L4-ZF2-qlTY2S5N1Il8MzOe8gjkUfhrjV_6d8XGl-gR3XkhGT0oGgG6WfLfyKQ_uWCt3TdOa_TyUjeoofnuSVVJuA9wJRYWhdZt9JNTWIU/4sc/wWKC0tqRQrSWxZHgvWiIzw/h3/h001.gz-4oxT2jhEW-XDTr8d95P2C6Wb_s3SFy0ZdqVJjtdg" target="_blank" rel="noopener noreferrer nofollow"><span><b>flagged</b></span></a> the risk, noting Sol is more likely than GPT-5.5 to exceed user intent and may even misreport its actions afterward. For now, strict permission scoping and regular backups are the only real safeguards. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>PrismML ships the first 27B-class model that runs on a phone:</b> The California-based startup just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLk-x1vRu23pYqha80EEUDw82kVTqrwgTZy557xn1gJ06yM9qPltvhLCa7hAWTqvC8m85FvyTFO--kC0Ytltzc7BQsn_W2TkgBIOG1JFeCv7aJwCsGRJy_q39On_8wOrAXtk7QhItn-uHi0jPM1glGsJYbS78kvMGERIZpx5E8bX4UiBoOjQ9zMnQxjZHCxeNXkaB0_s4nVehrB6XnwPLqh31fzOZ2XyM1mWmf194k44Z011PKYF99_q4NzPIuQ-tyHs44W2EZuIJBzS2a5-yKGc/4sc/wWKC0tqRQrSWxZHgvWiIzw/h4/h001.w07kr8plKXXZr_v9Vm18yy7jOR290k-I23WO_d1i_3I" target="_blank" rel="noopener noreferrer nofollow"><span>Bonsai 27B</span></a>, a compressed version of Alibaba's Qwen 3.6 27B. By storing each weight as a single bit, PrismML cut the model from 54GB to just 3.9GB. The company says it’s small enough to fit on an iPhone 17 Pro while keeping 90% of its performance. A developer preview API is <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqugAvzJdI6U4vc7rmLmT8BwCKcJ7LMKze3-_zWYSNYmIvFrjivHTRB5azmFOwOAAzMqTwIWGYDECy3TcSQ2GRVZkXPomDRGrUzl_oHFh6k-5LXmB0-HG9iH-pV2K8v4s86G2gyRFfoKwjn_Hh1lpwMOLFuEAfg5EDTywsaa4COUyzlVHsZ1arUzrMCVJzZIN5mk9XgXVGBGeq5JUSnKJW2zumObW20tiLI5CvMcotltXz1pt8f5I9lQYKPG4z202Y1z_0-lovS5LssGMXSc4o5829UAax7e4c0Er9bl_wJ1hpTQzBmkgJuEAfLz7-irwlaA/4sc/wWKC0tqRQrSWxZHgvWiIzw/h5/h001.Lw2YiFdTkg9OdmHWQI-cLIxOEx2quyQC5RJ9VLf9JKQ" target="_blank" rel="noopener noreferrer nofollow"><span>available now</span></a>. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>AI agents are making developers rethink client SDKs: </b>An article by a senior engineer at Factory AI is forcing developers to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-xFqdzO2QOlv81FRGpLY4BR59VxymknbwmWJE_9nuRoMHBz1cu3frvD3qUBILTk6SMvCfVxHNhKwAkY50FjCi87YlskWk09M-_xsD-UEsIsiZzrAj-EwzbeGxVYFrv5RJ_MkTR4nQmphApSKOnMdJXDVTb0oX-aPPd5vQK1pmC4wy-w7IR7M-qeXTe0TmkLatcI9sqpYX5ZeuFWYhHD2HnC-48TgDUonwuwkjNMxxtSINLMA8a-YJqSIkEbRoXGhG8ggSyP6BWl4uOBGDeGLTs7Vz1ONAdWS8soyF_wT38c/4sc/wWKC0tqRQrSWxZHgvWiIzw/h6/h001.oidmGjBmQdslTy1dCCkShcokwAki5hZ1b4LpuiWIVoA" target="_blank" rel="noopener noreferrer nofollow"><span>rethink</span></a> client SDKs. After his team dropped packages from Stripe, WorkOS, and Slack, they now use a single in-house wrapper for direct REST calls. The reason is simple: SDKs hide raw headers that are vital for debugging, and they also bloat your code. For example, Stripe's SDK is 6.5MB. Linear's is 34MB. The Google APIs package is a massive 198MB. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(3, 7, 18);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY CUBE. DEV</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><span style="font-weight:700;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRnhdMc0r36DRflj8J_45AhHZnV43F3BfsMSZEume7CY2UVLJVcL1hZRMc2bXfRFUq7c4gfvIqPuVGQRinrC_F3wVdiIidKw1MQ6luOR3X8UFSJI9P49lm0TarlTm1T7ENhX4_vCa2zz1FIr3v7ik5tFIl2l7fwMAXc1vdqgJioDwuVlw3T_lHYCF6-wI0UEoOhOMhQwwAb-WqZcugvvQ90/4sc/wWKC0tqRQrSWxZHgvWiIzw/h7/h001.PBwZCDf8kxvL6BHCCg6kg_iDgkof5PgNGwpdWlF-Mug" target="_blank" rel="noopener noreferrer nofollow"><span>Can you actually trust your company's AI?</span></a></span></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRnhdMc0r36DRflj8J_45AhHZnV43F3BfsMSZEume7CY2UVLJVcL1hZRMc2bXfRFUq7c4gfvIqPuVGQRinrC_F3wVdiIidKw1MQ6luOR3X8UFSJI9P49lm0TarlTm1T7ENhX4_vCa2zz1FIr3v7ik5sm7as6frMiItel8dKnO4gsWLvpiEOFk5Zmui3fJ-jxafDcsyoIJc0RNc2hdi747vE/4sc/wWKC0tqRQrSWxZHgvWiIzw/h8/h001.rYuDrUQOc8D7zjVc-OPk5fW55sTpgNoYwT3FL7OuIUI" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/0762e2dd-4eeb-42c5-9f7a-bb30dccca569/ChatGPT_Image_Jul_15__2026__04_04_56_AM.jpg?t=1784070359" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Most teams don't. AI pulls the wrong data, mixes up metrics, and answers with confidence anyway. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Cube grounds AI in <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRnhdMc0r36DRflj8J_45AhHZnV43F3BfsMSZEume7CY2UVLJVcL1hZRMc2bXfRFUq7c4gfvIqPuVGQRinrC_F3wVdiIidKw1MQ6luOR3X8UFSJI9P49lm0TarlTm1T7ENhX4_vCa2zz1FIr3v7ik5s5DngrkWWpqsgrlnGwiU8sn2sPbFyE8uvmyzfSYxUezVWhhbW6r40rFKnFNUhoaWI/4sc/wWKC0tqRQrSWxZHgvWiIzw/h9/h001._KAFshB-Z-EbCCUdjCt7pLYcz1TodXDwympYuPl2vPA" target="_blank" rel="noopener noreferrer nofollow"><span>one trusted set of business definitions</span></a>, so every answer comes back correct. That's how Brex built an <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRnhdMc0r36DRflj8J_45AhHZnV43F3BfsMSZEume7CY2UVLJVcL1hZRMc2bXfRFUq7c4gfvIqPuVGQRinrC_F3wVdiIidKw1MQ6luOR3X8UFSJI9P49lm0TarlTm1T7ENhX4_vCa2zz1FIr3v7ik5vjCFgtzCGAZqUrSJ6Fx7C-8oII_7c3_BH0_XU81S7Ewlah-fDsq5rlnDaX6xj-EYE/4sc/wWKC0tqRQrSWxZHgvWiIzw/h10/h001.mMXkeVPmGMWHgDOMUmW4pkFlvR2lhQPjoAtZc7Q0O2E" target="_blank" rel="noopener noreferrer nofollow"><span>AI analyst for 35,000+ customers</span></a>, lifting accuracy from 55% to nearly 90%. </p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Trusted by 400+ enterprises like Wix and Patagonia </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> One source of truth for every AI answer </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Dashboards built by AI or drag-and-drop </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Try<b> </b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRnhdMc0r36DRflj8J_45AhHZnV43F3BfsMSZEume7CY2UVLJVcL1hZRMc2bXfRFUq7c4gfvIqPuVGQRinrC_F3wVdiIidKw1MQ6luOR3X8UFSJI9P49lm0TarlTm1T7ENhX4_vCa2zz1FIr3v7ik5sRiI0yJefFB55kPjUWjC5b38JkKgHbmzl9OZAuynYmLSrP-KcbfAz0oHgAJWlvsJ0/4sc/wWKC0tqRQrSWxZHgvWiIzw/h11/h001.7J-_fsXrM7pTxFSfLf-KXatHs2_zLlkkWLREJdzkFUs" target="_blank" rel="noopener noreferrer nofollow"><span><b>Cube here</b></span></a><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRnhdMc0r36DRflj8J_45AhHZnV43F3BfsMSZEume7CY2UVLJVcL1hZRMc2bXfRFUq7c4gfvIqPuVGQRinrC_F3wVdiIidKw1MQ6luOR3X8UFSJI9P49lm0TarlTm1T7ENhX4_vCa2zz1FIr3v7ik5shJ8b5BwG0SkbNaK5T3fbGtOTQcCHKS6LusWNa4jaJEDmj-9I4xH-OFJW4GQP3nr8/4sc/wWKC0tqRQrSWxZHgvWiIzw/h12/h001.i3mD0YJCY7zxrbVroG2jJcUxhTT3AOr-HuPrn7zgvvI" target="_blank" rel="noopener noreferrer nofollow"><span>.</span></a></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>INSIGHT</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How do you write good agent skills? Now there's real data</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/10aadd8e-d28b-4066-9925-bbb88f588018/superhumanteam_a_software_engineering_team_working_on_writing_ed7cf3b3-30cd-4ebb-9d58-e6c812e78655_1.jpg?t=1784099044" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Source: The Code, Superhuman</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Guesswork gets graded.</b> Skills are folders of instructions that teach a coding agent how your team works. Anthropic and GitHub both ship official libraries, and most teams are writing their own. Until recently, there was no way to measure whether these skills worked. Now, according to Arize AI co-founder Aparna Dhinakaran, three recent <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6ksbmDUKuM8Vih5_tJYsgaYSw4uQcRYKpBCCuAzCzziwzSshwaWu5hus_z7uELPOUo_oiSVo4qtP2aZWfG_gfYrcIM76yI2QL3GM0vhoGHiCuZbpLmZSS_bD_-MZT_JKbElz9zNiNAv1d0499DLbm4D6kV5X3VWbsTI6id-UaTghabsiaSabj6_t_CS7e-70q2UPPVL3YqKlfr8QL0Di73NK8--RcbIDGn9JoCI4Yw0Jyw-PehJaL1krCeKY1vaOt5Z_Ozrw8QLizYPkFlZwPZIi9txHta0V_-hJjxzeFow/4sc/wWKC0tqRQrSWxZHgvWiIzw/h13/h001.2ZNX-fAq9l63OMKY3pTlNKV5ARdH5QUvwElDJSMrXGo" target="_blank" rel="noopener noreferrer nofollow"><span>papers</span></a> have finally quantified their impact by benchmarking identical tasks with and without these skills. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Handwritten beats generated.</b> The lead paper, <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjP2d-Drt0pHehumO54X3wigpAMS4q3p6VvHZw4OyYLDhjA8kFf8HYMS_6t0dRvjnb1hBPaEmEpmjJRuDGow3FNzlKk-8cs0bw42W0kmm6p-_PCH6z7Y3SkBUErAcTfMCVd3YeMT0RTdircpeRJcgEA3wxdyo5amvBp5Maq8Db16kzZJaohSDt1-bC6PKHz23ENWnV5s9sCzUWzlhbHzQZYR57x7FqsXV_NjvOtT1YlevzajttoZVlwWrg7pd-e4HwA/4sc/wWKC0tqRQrSWxZHgvWiIzw/h14/h001.MGqMrdQ-rkPtEQHIEJ-BBqaYJYHEAYaeXk_r_i08D74" target="_blank" rel="noopener noreferrer nofollow"><span>SkillsBench</span></a>, tested the shortcut that every team tries first. It asked the model to write its skills. Three findings stood out: </p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ol start="1" style="font-weight:400;list-style-type:decimal;margin:0px 0px;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Self-written skills scored lower on average than using no skills at all. So the knowledge has to come from a human. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Short skills beat detailed ones. Two or three focused modules outperformed exhaustive documentation, which sank below the baseline. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Loading every skill you have makes things worse too. A <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjPL1KnS7eCn1zIlT2F6nOXfYJIA5jRBwoPjNcAQkpGSL9ZTb8fST4gyZD42EdFVvMOEnZIG8RWJkmbZ5Z80Gfbm6G2omJaKZ-J8F5dmENrCUv8AJo59n0jUgOGHV2ddhYhnTw_-H_XplE2KNGtg0XgP7hihd2EXJ9eUuQuBgKR8qVFJyhPqEgJO9dJl9L8SEF0yYBNSmsYwQGKm9AuutueG2daoozNQhb3IBCAB5yQefo5wkk2IZJjoTZlTtNUAj3c/4sc/wWKC0tqRQrSWxZHgvWiIzw/h15/h001.Ncbta5cpARsboy5uwk6nnHakCQPB4jJnC-u8L79XdHw" target="_blank" rel="noopener noreferrer nofollow"><span>second paper</span></a> found a few relevant skills beat the full library and cost fewer tokens. </p></li></ol></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Polish hides the damage.</b> You won't spot any of these issues by looking at the results. Responses with skills enabled look more professional, even when they fail more often. 16 out of 84 SkillsBench tasks performed worse with skills turned on. The only way to catch the drop is a direct head-to-head comparison. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Run the comparison yourself.</b> That head-to-head test is now public. The SkillsBench <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkiMCRNRtkXYHK0qOrynGluz8wTOkX20KfXwFFj1mhmSrr41K10rFbkImwFQ0cC0_IEHIfAi8IyDJy64P_GPE1LMOo9D9r5grEv7j6Oqlt-S4SOnfKGj-ybnZGZ4HCUZH7VOA1w_uwjLsNVd43JnQDz4CyASkfXv5V0oNblKJgilZFXjTo4dbcUJGYDne8R6PGlzJFZBnGy_GGAvopUrhRPxr2c-S15Gf4auteQ0PnowQMFVRnrYggKTmp98DTh-JV2wdaExVoAwoeY7B1_nw47_EKrI1xv5IyMQaXWawtI6U/4sc/wWKC0tqRQrSWxZHgvWiIzw/h16/h001.0kXG8tDli267HJArXbrfiCZlCFbM0P68M4i1CRx0CIA" target="_blank" rel="noopener noreferrer nofollow"><span>harness</span></a> is open source, so you can run those same scores on your skills. Anthropic's guide walks you through the entire <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLlHq_IXNb3MOcKdPmSAsUVDuplygCcJAnrZcQMG4Ck44aCGIzHsPh0Cd77NVVPLxlC_RbtURl2LnmGO0E_SsqB680wekSJePcKvsihzI6da07b4EmVt77Ipl9h3jOM0Y2FMtnOT8qx-_3rjR-nztwvQ-OlDtC0bjOg4TiRb4QCop_v25M6MRzkB3FDZJ0XHtRJgqY8iSeIyoPFjd09cWs7qwJB49awv3ZUjrckOPRJr_Kmlt7UkGW4Yy-e7zd-zgRX3XcWSOZmiol5jL4v83wG-87pLm7eJRFzcnLHAuljumSPCQROGl49q8aGYy3GiEsyYrZBmPKgBZdOgQBwk4YdE/4sc/wWKC0tqRQrSWxZHgvWiIzw/h17/h001.KVBRWh6TVZ0ut5S9-BItxHQRkfNvBBe7XmcgXf54LLk" target="_blank" rel="noopener noreferrer nofollow"><span>skill authoring process</span></a>, from writing effective trigger descriptions to setting up the evaluation loop that validates every update. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>What’s trending on socials and headlines</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/574927f5-a990-4a88-a441-399ae3853c51/CleanShot_2026-07-15_at_12.46.18_2x.jpg?t=1784099840" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Meme of the day.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>AI-Native Engineering:</b> Former Google’s AI Director dropped a course on <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoRU_vu54x3XeB6yDKA6HD_20DqwOb7E7mi8rGlG4mxZTXxNhaBTKh1JqrRfRutga6OUeyILsfU312JLFOV5ySeFbLLDhI3ALfEN6LaquF3mmGYxNQ_nspY50ABV3kCa4uQW_TT5LD-DebbRctljM1m9dhk2OxOTsoCp7E4UKA0HzJmASJIHwQu6qTlrbREHenVeKMRgA_OAyGvIjRotLcv8y5jFhapXqGfCDjpC1qtcrv5_j9MMwO6SPVuVygD-FSn4gJVnf7G47Umjk2Pzr_9-GfEsDN8JNxQmg510oZqhh1EtlNSma_7UVKiFgGPihw/4sc/wWKC0tqRQrSWxZHgvWiIzw/h18/h001.8Tg0nYP1Lr_xFbHLt4ZZe35JoPfqZ-nmf3RHzSvAJwM" target="_blank" rel="noopener noreferrer nofollow"><span>agentic engineering</span></a></b> on LinkedIn. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Codex-Orchestration:</b> This senior engineer shared an <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-mOpT4Vlb2S-vwkLXTvRiUPzLi32H8I3yL3kK6f13cE9OVpd8PAT8prl-BSx7TE8-kSwgC8wuHzlRQiDp8fDZKHr7S-G4Y1u3YoR_9h3JFbk7NSe90COyc7aLT6Z6TyjiM-eiytWsGZa2TFQuOl_hTChBTNS2X6NGF2PNuVDPdI-WThtONtQWrOjPwhs8ysCC3UOMfxHxn840WRwpC53W0y35yQCnLRCkx2DeShp9sm5pb87GHfV5TPBt3yNisTxKCKUwK_N2UmlJOzMsBtAwwtl3TsKk4fh_tEhr-y5L2E/4sc/wWKC0tqRQrSWxZHgvWiIzw/h19/h001.PtvrVclXqX50bhEYcIiUmxQxRVaZjFQ4RI_dJQw-kFU" target="_blank" rel="noopener noreferrer nofollow"><span>open-source plugin</span></a> that lets you bring models like Claude Fable 5 into Codex and let it coordinate the work. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>The Fifth Principle:</b> A former Google senior engineer shares <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyRPxgTxh4oVyweV0HuJxTnqnrg-iXw9Rjqb3ddeCiiK6McYkttgn-xobeHUF-ZuvUYgZq6eS8jyKPj6kw1V6dQE7loN6yV-u-QGadbQgO3TsvNW83HY_mpnOgCFa06QXHAB6lgxQiCll3x7eoSaWiMMSzXrgIbgmIKEAp9D8KZKdGaGEs6910yV4UgcgxfcZ9sSbrWCBaj79rd1LlCHjYaRqITEqBiWcwtFw-38raB317Yz7JmFEHjR-zDo-aiNeYjzQR3NNRsvctYZpPPSTXl/4sc/wWKC0tqRQrSWxZHgvWiIzw/h20/h001.5VfSO4iGfeNz9ANU9qaHNmdcDbOqbPnrJE95YZVbS9c" target="_blank" rel="noopener noreferrer nofollow"><span>5 principles</span></a> that separate engineers who level up with AI from those who stay stuck at the same level. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Model Math:</b> An AI research engineer charted which GPT-5.6 tiers are worth the cost for <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8DqIeS2ure2iD9nmGldD3Q07ekW_uDRDDHYPfpQw64mEEvcd3aLBolhkHx03MrFNw93TOp4_lINDxAwaKqiwXp0pNamUJZZsdxaYgO6stAdmc98AOYrdr76cBoSys0cmH3-JjKhQjYpmJSv7VlwZKW4kUTtwxffjf1zsHX_RXajYACcPu-q1ZkIZFMIpcSfyJCm1pKHB-cjL6HBKMpG79wAhNnT7noRoSZ7DP3h7dLq4IoNXw97VMLc82BM0LupjjbyZciigUD5cWu5m98bq1XIKqqptaN3YhHdCUdJn0ii/4sc/wWKC0tqRQrSWxZHgvWiIzw/h21/h001.25SvgaEqlimXFHCV9x2NOJa3P9FlXbhEUmC0Vt97Je4" target="_blank" rel="noopener noreferrer nofollow"><span>agentic coding</span></a> (1M views). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Outer Loop:</b> Trying to ship fast with AI agents? This senior engineer says you're losing something in <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoRU_vu54x3XeB6yDKA6HD9bIvwWnl3kPhosyE5WViCO1xkmr-7DzPQM6-F9Z1_i-vMO5Pdo8F9LQcpgWqFPz-iaDXbLzxlFvFbWt6rr9kEj_jrbSTJZeorum5T36ZNdtJ8BDNRrEBJjQ2WuCXTyJ91eqI5u1vuGjeVXSo1Fp_2ZzF6jzwksKN0pQGIdFFi7BT1IsWfbY9Yjh61xiVxT6xyeKDg4KWSh2AJPIjCJu3taJcaJbtt56E8PdCfWt50a0tzQFACzINfqXT4FD8i8a5_fICsxS0yPrwsRPZPIITasRvyLQuzESbRL_EnjZthlX8nApTfCoxLKv78adL6NJlrjjARJtYu1l92Tfle4R-A-lp1iQpU8xY5wZZ-YWGuKJQ/4sc/wWKC0tqRQrSWxZHgvWiIzw/h22/h001.0Vk6L-ahAIYPKwHL3zh5baRtewXoOK3YjKgZfgw1-Kc" target="_blank" rel="noopener noreferrer nofollow"><span>the trade-off</span></a>, and you won't notice until a bug forces you to. </p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TOP & TRENDING RESOURCES</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxGEx-2XP1JVaN-vlATb1YPmpLRRobS9GzpKTTr5Pqc791MvoR8KE3Tg-bBuweUHhGb933GExJURnthhrdgO5mIM4jtlV3q6GW7YqUxNlQcIdd59OJ7m_-jQjSurlvomR5IXWoa4XHJ8QsGSAGsiWK7Yxnf9hzQz9nCgMwqWRuiNUN8XCxSwNc0LVAtbpnxK1l_cZt1kxhfTuWqbSkQz7hrA4oJRUvf-PkuXOA5KI_AN3T9BDlXAIsbCjl3IobtZ-YKrLbapHh9yTxO96YfLRdA/4sc/wWKC0tqRQrSWxZHgvWiIzw/h23/h001.huOIs6WTezigL6ac5XxER-u2ikYW3nksyeI1-3DzE4s" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/f5c1365a-5222-4966-9d6e-86dc35c4b48c/Thumbnail__53_.jpg?t=1784084588" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch the tutorial.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Tutorial</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxGEx-2XP1JVaN-vlATb1YPmpLRRobS9GzpKTTr5Pqc791MvoR8KE3Tg-bBuweUHhGb933GExJURnthhrdgO5mIM4jtlV3q6GW7YqUxNlQcIdd59OJ7m_-jQjSurlvomR5IXWoa4XHJ8QsGSAGsiWK7Yxnf9hzQz9nCgMwqWRuiNUN8XCxSwNc0LVAtbpnxK1ko8llpcAUuwXZNRpkkNtm5ShvqLiCx5tytIiJ38jDHYhgFmkXSAO5V54GeYhVPsspAEcFcxY2S5csAJQumrEUn/4sc/wWKC0tqRQrSWxZHgvWiIzw/h24/h001.YPWRSeEy3HmFSVfJXESsMDfudj5FwzdERyaScqu35N8" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to use OpenCode (by an ex-Microsoft engineer):</b></span></a> OpenCode is an open-source alternative to Claude Code. It’s a flexible AI coding agent that runs in your terminal. In this tutorial, you’ll learn to connect different language models, scaffold apps, install custom skills, and write system prompts in OpenCode. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Tool</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAMnDcf9oXu5FZhb9cXpRukJoWekR565Ew-t6Hf7HQQMao6zcFrky6_2L_fGoCvH6uonPtbRA3kuydMEH2n7MqYT3pshHjaHxB8ir25nUaqqN6l1pMP8ltug5t8nKdrmPj3v5QFQeUmXZl7zjburnOSrNb47VPoCvRTgGQjt2llJRz6b8MjXiWL9DN6tZckbAwcBb4TJTZFDQSy7Gy02divIKuJ051Wd8PhL-YABunAnmTHwIh2gZLcATDzKx7S_9rQ/4sc/wWKC0tqRQrSWxZHgvWiIzw/h25/h001.0RcVwnD-OMiGCMukADQtznaPB3nnOKhwY2ONIZhIOWc" target="_blank" rel="noopener noreferrer nofollow"><span><b>BugShot:</b></span></a> A Chrome extension that lets you pick elements, tweak styles, and report bugs to Jira or GitHub. It bundles screenshots, video, and logs into one quick report. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Repo</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhks7ch9QVoaZuUudWIJkr1eP-ssDWjh3Cy99eBx9spGUV1BtVwY8ZQfeGxvOKn5BuUpEJ2RXjg13Squ9SOuiyBFf1Rs8Tzn67kL-AZiwv5AtT1tn09vFwbD-_96svyaLoFC3V5n15xG-3VwrZlDoNoBQdxNV72bR7FH0WHooD7IP7furWyQXb8wusl_SVfCMGWhjlRX9Vf8y65-TAC7wFCv0grSOSCSuVVXJyUN_gedtmk_kBu2YBXZNNNZinGJlZOssZYRCN25ZsRraXaFkkEcYg_Z8lasLCZ5f5Ptwi8Tkd/4sc/wWKC0tqRQrSWxZHgvWiIzw/h26/h001.vizPPJ4bxypfssIxEo_8TPpsvMN5XoWwORkr7fHqhng" target="_blank" rel="noopener noreferrer nofollow"><span><b>Codesight</b></span></a><b> (1.2K ⭐):</b> This repo generates a compact context map of your project in one command. It helps AI assistants understand your entire codebase instantly without wasting tokens on file exploration. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending Cookbook</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJVEDjlCOPcO8ayHZMbDJ4oeH2WFT11SCLL5HbW6YqQopdTb0UT4pHPs9gQJpRg9hLcpxFZ2kFzeMiKhCzIkTjMBnLQjPafT0m95XSo-wEFytsghahB1sdBuivc3G-al-8MXo2ebwWepiN90f9JXjrJkdZ6j8RwXsB9frZUa5Rg3LzexqtkflyvjE6-6zpQ68ERvTPJA0_iRjnA7Rj_jxy3CKKCMJySR8DZyt3miNCV-itkA4s2unK3xktp7cszlBTptsBpbAjRAky8zCjiNl0dfPlslJ6p6YsO_04GGAjpe6qXIwvL0_Hdz4sFyrkRQwmQ/4sc/wWKC0tqRQrSWxZHgvWiIzw/h27/h001.flie6MdyS7g5kE9I5PI2IvHCkhyGBKex8PDcYfHm0ao" target="_blank" rel="noopener noreferrer nofollow"><span><b>40 tips for using Claude Code efficiently:</b></span></a> Most engineers treat Claude Code like basic autocomplete rather than optimizing its environment. With the right setup and automation, you can turn it into an operating system that runs your entire workflow. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to ship a PR from Claude Code in one command</b></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Shipping changes with Claude Code used to be a stop-and-go process. You had to stop for every commit, push, PR, and approval. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The latest release finally fixes this issue. The new “/commit-push-pr” <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9rqb_A7Vc5Jhbwg7I9lRFVZgo_lVEFiXMLNwY5lAl4Vw6qC1gfmzPas2LBl-503Y8Ltw2r0yHw1ef5SqyT7jouCJf23yby8Nm_BSCQvozCEDKrBlNBXhReBjZGAJZsdP4JaCTfAGp2sg69ECYDevNtfZ-mTETXEX8AxMzYCHAEbp1V3v6PWvxrTUeevsLekw26wKpp0x7FgbapKxzrxSnvH_FbIYcrvBDQUw4kLsfQpgn87VJb-poGSJGm7mE5XJwd_EhG0J8EAOsmSLKnfdZP3vPzsceo_0yOv3fI1H3bZ/4sc/wWKC0tqRQrSWxZHgvWiIzw/h28/h001.kbFY0o0rGWmzkIx7U3_9R7vvmt5wshcEqlsVT6GjR4c" target="_blank" rel="noopener noreferrer nofollow"><span>command</span></a> now auto-allows pushes beyond origin. </p></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code><span style="color: #8b949e"># inside Claude Code</span>
/plugin <span style="color: #ffa657">install </span>commit-commands@claude-code-plugins
/reload-plugins
<span style="color: #8b949e"># when your change is ready</span>
/commit-push-pr</code></pre></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> This command handles everything for you: it stages your changes, writes a commit message based on the diff, pushes the branch, and opens a PR complete with a summary and test plan. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7smScni7E9ePvR5sqx4-vEhrh5sne6QCT0Gd4jR5noE-KnDcX2VEX6-H6mXwrLdqL6Pg7PR7i8k299H-_Dbk8evJGgOTFpO078C8TtC_32RHQdmd-lbV-fAFOb4_2zAVe_L_tt2TDwAbXWLiBXYUDJheFZRscIFHMxpIp6sjuqbyJthol70WliHxTjKc_2rqBbjXssZyVKXyUamlMrF_d8sg-ksvKbKJU_TJsTNvPrnFv4Mvc459EUWTbImQKN5R00Yn6flLVMK6gkyAdZ-4EZs/4sc/wWKC0tqRQrSWxZHgvWiIzw/h29/h001.ugIyDFdaW1gtYv8bN030LLhSB1XUg4THdDNPY02v38c" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN CASE YOU MISSED IT</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-family:inherit;font-size:18px;font-weight:600;"><b>Our most-clicked story from yesterday</b></span></span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Installing every Claude Code plugin actually backfires. Once you go past 50 tools, Claude starts picking the wrong ones. Here are <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjyWkSjoVmlk9ZEzw93LIZ0CZ820f0U5QOdK_9WoxO4daB2A1n31hnJwiF8jBKHAfcRsiPNV8OIoalHG2nYOky0IiRhL6ECtZc95gYwGHJFwYn3b0cV6yfpc-c_1UfqTflTofBz3UOoAhx1HReMpbN9BkP6SS0f04CDzhSB6_dgn18xFJKjRdlNtEyt9akl_WeKvn5ep97D1Hc7XGHP7UZuc8yefAt5eifDQM-NI1CrrPMly-ZTu7MSHFkxbjuqbJeirlwtiZHKeVHGb-bv6tTnu/4sc/wWKC0tqRQrSWxZHgvWiIzw/h30/h001.LTqYIjarNAE50ZgU4EG9JXQ6L5D6yve2KrrMlXg8ECI" target="_blank" rel="noopener noreferrer nofollow"><span>7 plugins</span></a> worth keeping. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:5px;padding:8.0px 8.0px 8.0px 8.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:#f1ff00;"><b>Grow customers & revenue:</b></span> Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585w8w0McsFkdF5dxIlfAWXdTnUS3TPdfg_UP8dddwrJM48lNqv-g-0XbWRHATEBsoFsPoMLXClVLvRjz6ib4TEHZuF9YHQBvnE-mFJSTXnujkHtsNtj2qMt_pgQCKoKbtIbTkk4YKy3MpP872gIt0v59XVzwHECemiVuN3AtoQ07U/4sc/wWKC0tqRQrSWxZHgvWiIzw/h31/h001.tfWhHuS1L6Apa4wqGCdVQBbZ7BvrOWgLd-tA3tuaNFE" target="_blank" rel="noopener noreferrer nofollow"><span>Get in touch.</span></a></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="e" align="left" valign="top" style="padding:0px 0px 7px;"><h3 style="">What did you think of today's newsletter?</h3><p style="">Your feedback helps us create better emails for you!</p></td></tr><tr><td class="ee e " style="padding:0px 0px 0px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GG3RLvsXx9aAjFP1jx1f7VXDO7908f7FIFM5VnttqlFLEVYsrHBH9nXlAsGMSAqY4CfS4FkciOM8wPv4f4WSfSLhYlfUQw30NsclKLuiPcQIFFgLoOJTDiMPDbtH1ddITf_bv7o6fkAlL3bwrLgRDSoTjwEmwDe8DPEjzMScW1IMTvG3wOrA370mN_NwRgRLpCNJVcHsRtpnp1a1o2kt4jMDRGVWdTbz7a8a_-K02yqAL0Mesl7XPgnMdjMOSnrtJ8NnMzS56UFUbRO1NIViSauMu5r9wVjgKty2UWJEC0MyClKx4zyxdIZBEwODRp90cRRDZ625YNufO7zVS7mbERGaDLsgZ_0DxQbOwQ9s1hUdq7F1t80D64fEBIZRvriHSKQBeifn5jiiT05zjfS_W-zj6h_2VrpRYaYxLg_SVdNW6Tdg1-PccsGTr0HjHxzlT3ScSiU4FZdny17t5Wu3wMDjzsU39B7afXdYOSWeaoA_D9pvZCy4ftxZID9IXsuRqCVhjUMdSwJ0HvKkhCQcVXNR6_kJ-XAOM4DMx0hz6TPcTEyEfqZtf6qbmyYW9lENlnSVJFuqnXDhayswmdSJ59HTzqHEJ-lkuxtz8xTaqss557JHd-nmS3xxrrTkW40ZuUJ2MQW5QLCFfF687A5NqTGXSD1SsSdB1J9CnYHR-QD2OGjPtsuOURrWqEVhysXBsIAWcFfZZ_2YSVurpHt5CYq3efBZCfoXqGO0Wawbb9Nu-v4NRqMC0SB1o9Tm7P5e2ZMq6m-17s_-P8fWFAHNQ1gw7nJ_G4t2AhTl-2SwSDZRbGZcUIylcn8mferDI9da3OSfJ90W8chVmqJ19xwKw9_CQ4s3Nw6GJNvDt3cP1Y83a0x4BzS7UsSAcs_TgzX1ZN03smTyoqbzG93i9WPb25j/4sc/wWKC0tqRQrSWxZHgvWiIzw/h32/h001.y_f9FfdIx0NsaYvctfqUUQHjw_QK-Te5EHB_aDWfFEk"><p style="font-size:14px;color:inherit;"> Loved it 🧠🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAO_5iK01-grb5B6b9rxJbggCgMjlnTyujZ67LuZkL4w3QYbSZASQEjt_h9ck9FHbNL8aTF-XkofcaNEAAtKKFeuJQcyRABSWn-dQGNGkmFB7wIniGd-xgc3K4ZTsyUc1e__8DMBrdxPp1u5dTTlIp9HsJ_mNm1tbdcfLZla7zZVrj4n4kkIRvHorvrQ2tLFEqIzWvRKr-b4ubbELnCNf3iZVdsgkmJqTuC9rGqTHnQtpv7IhOyOqhVBLuiIBOblMpPKamqNs8yjgAeZQS92bhfz62H0J2BS-rQ8Y6vyI-2zgmj9bzH02hcU31lGVubUuGzROdjxNYAc5XUlt9OVCwD6jb8egCKq5henr7HJQzr9n6DCcoNadkAeTm9keRbVIokFtjr6Va_muKLTiqXKT1rbpjRsuWO2LF3mPci7yqadoMZlAtDwqcZjEwUAQlDH78CFpsPm3r3hScnPLbWmZ1uu9Pq7E9P22JkAJbcr5FMwEmPXl4Ycm6H49lpKRXek71E5z1lz5V7uFXaNMSoBsI3eckro2FQIj8Fibi2txjOOR66tDMxRzD17fZATJJAlyHpv2LGwgkKYz0fkv7WybpBxQfdtJSahXheP6uz96xnAdvISMSM2ZtAHukkSIV5RSAl3gQ1FGhI10ZYvgI7HSQuPh7a7IjgId7fNRSmB6keTRXAa9aDh6TYI5BSuzSmXnzGOxyCd0qE-GHSSW7fdUJbFl8p2f9uESXJ4wEDk8SGBTC4_74y_XltAS4rMN2H0-3l6eeviJY-CwECQGG50CWAHETDVdyuDZ_77L5y-3HirLv8dHF-0oJOHo-eoKb8wzcZrvkbPWsyhTFr1awY1S0NhoxxW6ApkKggnQgGhFFKnfbldPIpw1IMQbriAyj5mjdaufGTOUPFArejNUY3b0jjNjgyu3JH0pdhCyuG8QjT8h7CME5UDWHhhb2GQN0D6-n_IiHv2REKqHzasnivuPq3B/4sc/wWKC0tqRQrSWxZHgvWiIzw/h33/h001.EP_9QNG3-PpPsOYzoP72ypVsJp4VgWc0AbiN3tJBbxk"><p style="font-size:14px;color:inherit;"> Average 🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrANqaaF2ft4LZNSaoIDXjUpqdWD4X47Cztewvx9_eSAMyt-U_s6AftXBC3OfCry1RhDpGWtpD22slwwhPwgcIYpXxCsgXrcCbT1ltdiTwtKfIcDl4SBXQvUHsABk5inzx82pClEqYQSV0C4DXXX_IpM5RQHjAwzM76be1O77PKuKNhSAzTjLHXU-qN5mWr_yxJnsWbnsrxxy36QqbRuL30dtzNMm0z0J1bAEvvi09NqnUyvzgTD4vUNcvKaOaFqpz8D942H76YXThGLMXLpu674J-3dKQo_kb5VIrdWB6AfJnszxv0BFuA6a2us-YTavwTw-a1wgtrgfaLWumNStQvbNH_W9990HEggeJbc90yc68e96Y7SAMCrbiFGCUMsCJDGKBNljuc6reIgC7prLtNZfXX4VPdEubLwNT7_-y9d3hjIni6jiUNngQ9US3eA7EekP0s01qJt6NZitrEZBKJRlE9IQhLcZwfO67DrkW5fmn6sglkmxeUJhpdf8PWeJGErMLqk109FiAObhRXtUCB4h3YOQeon4g06aj1pyMxYa2ZAulg84vzNNh-ZhA7BdON_PndsI9-w_XpKr71M6FyqP9gAfx5SuVoIEHq-SewBBgrnqGT8_RQIab1TN8Nk1rOD5we8Eo9M2OxGxqfKRLi55bx24TlALQqywgn1ZRZpwdDa3RYFjZv5uMFE8BRxH1PVdSDlN9TQGug1qSrIIhX8Gx7MzyztaGiMMgJaT0-TsupC4iNULmZUWzi6JdcLz8kNwxXDyf1mHF0Z02k9LydxrKFmM_ZjsQBrzYDYYVgW7l6U4i47xh_YmfqF-elSSdvz_HncXi_RGixut0gq6kaCzT5mmqmWAVdP-Jv4eJnhmGGfAIWXD-PedVzq_JQNTv9frszQfmsrc9JbDyxxuy0cxhFWRIqG5C0_VUTeQkiDtViMKCN6F9dm0zbhG7H6BEDXOngU0J_vmf7VQuHgxmqpX/4sc/wWKC0tqRQrSWxZHgvWiIzw/h34/h001.jaOU2aiUhD48VOZHkSJ4DlzSKWK2ZKDwTrCcWhxAWm4"><p style="font-size:14px;color:inherit;"> It sucked 🧠 </p></a></td></tr></table></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You can also reply directly to this email if you have suggestions, feedback, or questions. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Until next time — The Code team </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9szpjhO_X7CGaQ-dHuFN4dv2nDJM7VwywhH_aNIWJ7DpCUiK5m3JnN9be-e_wBbmchHe5y58AGenpvwTn14-nulDPyPQMALo6JSaainWPO0SLZu2IFn1uUgye1hjd4-unUCwPC8CH0PfVcYN-AjuLbTg5L7jsTqFBfAIu5uTZn_ZnruVRh_rAIBR9yjhz1clFQ0nxc-pcml6KutwQLMt2rObgOLG8CxYcqjVjrh-3EanHzFKgxKn9RcyI6p-BInaexaU2R4oTsYnxMv-LLvks1Yd4eqPIfvYM_8PM4HOxI44RoiaKZcstj0AWkfHfP1iaIVAiA9DTssTBU9L7I98mqelXVXihnEGiQdtAkvsfunKDPbj1soW07nr3ey2aGVO1C7zej9ROUUJKlSts76R7l73hpPtuQAxjeBxN4IN-CxWC8i5rM8aVfEMBvAJuUU5jxsGpXbk0bbNUlrmYj19w4GNBW9Rv1UliMXsmpnAiFJEdxIr8PgICSRNfikcQtiw4zEjnecwNErwSSmlUG2ZVLWUIJCDXtF3Ur7MekPxdA4DIn_jASyzW0fNzZzy5OVNdNXFUzUCGtAHtzYGIr1Ywt_3g128vZakAsBoY199pqNgJWFcREbT5AWnUMhXiI0_rDH08YITilm87xMvVNIFrbJ-ISXFUkrOudsf2egG9-lWEgnDUAAJ8KtUgPLNX25bs6aZKAksaMC2_l8YL-AEx3wo2M22jLducjXtr6X6YYGzsewZY0mLmrhNpDSvrGqM4gV1A6Ae8iQjBAE9AK7Ch1xFvgkHt2EIEYWWKks9HWmLKF9flpX1GCg_uf9_SXbcjTiz1aF0wIg3pUhJq18L6XBbP152V_iaBdAmpp-_bdGeDyWoc2vsLx4QCS9S2SvJ8hkrJvb46bcozTq5ukpxcaHaOEWMPq5XvS5i5xbYG_dtIcwe1-zUyO9NNTK66ActIhuhZsqQSvWqaQh7MAuPAOiclPfVyCMUGaW_2Yzw6uSOorBJ1HrJsmon-ch6j9H2-QdFeVuueaU-ZW7LVcbx5d_/4sc/wWKC0tqRQrSWxZHgvWiIzw/h35/h001.WrB4BEkxbyMuXhb2fDoiY5pEkpDBMsxylq4nNzNq_S0" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2026 The Code </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;line-height:1px;font-size:1px;mso-line-height-rule:exactly;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4sc/wWKC0tqRQrSWxZHgvWiIzw/h36/h001.C83KNqDS5ezDfo5slIxB5sfDihZjlQeqUbIjU8v03nc' style="color: #030712 !important; cursor: default; font-size: 1px; text-decoration: none;">Terms of Service</a></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;"><a href='https://email.beehiivstatus.com/a41d55bbc33e1820576a4eb189252bd07ec88f95/hclick' clicktracking="off" style="color: #030712 !important; cursor: default; font-size: 1px; text-decoration: none;"></a></td></tr></table></td></tr></table></td></tr></td></tr></table></td></tr></table></td></tr></table></td></tr></table></div></body></html>
Plain Text
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/15ce5d17-c4a8-42a3-8ba1-ba8488836954/Group_CUBE__4_.jpg?t=1784069631)
Follow image link: (https://cube.dev/?utm_source=thecode&utm_medium=newsletter&utm_campaign=cube-general-promotion&utm_content=v4-brex)
Caption:
----------
**Welcome back.** For two years, devs have been hitting “Allow” every time their agent has asked for access. This almost became a default but not anymore. Reports say OpenAI's GPT-5.6 Sol wiped an entire production database mid-task, without warning. And this might not be the only case.
**Also:** Former Google’s AI Director launches an Agentic Engineering course, how to use Fable 5 in Codex, and choosing the right model for agentic coding.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **TODAY IN PROGRAMMING**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/6b6b7778-393c-42c9-8f9f-eaf993110eed/superhumanteam_generate_a_portrait_image_of_the_person_in_omn_9833339d-8eff-407f-9491-0f17fe9ef088_2__1_.jpg?t=1784100118)
Caption: Made with Midjourney.
--------------------
**OpenAI's new coding model reportedly deletes files without permission:** The ChatGPT maker's GPT-5.6 Sol is facing [backlash](https://x.com/mattshumer_/status/2075657271401390161) from developers who claim it wiped production databases and entire Mac filesystems on its own. The company’s system card [**flagged**](https://deploymentsafety.openai.com/gpt-5-6-preview/gpt-5-6-preview.pdf) the risk, noting Sol is more likely than GPT-5.5 to exceed user intent and may even misreport its actions afterward. For now, strict permission scoping and regular backups are the only real safeguards.
**PrismML ships the first 27B-class model that runs on a phone:** The California-based startup just dropped [Bonsai 27B](https://prismml.com/news/bonsai-27b), a compressed version of Alibaba's Qwen 3.6 27B. By storing each weight as a single bit, PrismML cut the model from 54GB to just 3.9GB. The company says it’s small enough to fit on an iPhone 17 Pro while keeping 90% of its performance. A developer preview API is [available now](https://www.together.ai/models/prism-ml-ternary-bonsai-27b).
**AI agents are making developers rethink client SDKs: **An article by a senior engineer at Factory AI is forcing developers to [rethink](https://x.com/i/trending/2077206578701205747) client SDKs. After his team dropped packages from Stripe, WorkOS, and Slack, they now use a single in-house wrapper for direct REST calls. The reason is simple: SDKs hide raw headers that are vital for debugging, and they also bloat your code. For example, Stripe's SDK is 6.5MB. Linear's is 34MB. The Google APIs package is a massive 198MB.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **PRESENTED BY CUBE. DEV**
## [Can you actually trust your company's AI?](https://cube.dev/?utm_source=thecode&utm_medium=newsletter&utm_campaign=cube-general-promotion&utm_content=v4-brex)
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/0762e2dd-4eeb-42c5-9f7a-bb30dccca569/ChatGPT_Image_Jul_15__2026__04_04_56_AM.jpg?t=1784070359)
Follow image link: (https://cube.dev/?utm_source=thecode&utm_medium=newsletter&utm_campaign=cube-general-promotion&utm_content=v4-brex)
Caption:
--------------------
Most teams don't. AI pulls the wrong data, mixes up metrics, and answers with confidence anyway.
Cube grounds AI in [one trusted set of business definitions](https://cube.dev/?utm_source=thecode&utm_medium=newsletter&utm_campaign=cube-general-promotion&utm_content=v4-brex), so every answer comes back correct. That's how Brex built an [AI analyst for 35,000+ customers](https://cube.dev/?utm_source=thecode&utm_medium=newsletter&utm_campaign=cube-general-promotion&utm_content=v4-brex), lifting accuracy from 55% to nearly 90%.
* Trusted by 400+ enterprises like Wix and Patagonia
* One source of truth for every AI answer
* Dashboards built by AI or drag-and-drop
Try** **[**Cube here**](https://cube.dev/?utm_source=thecode&utm_medium=newsletter&utm_campaign=cube-general-promotion&utm_content=v4-brex)[.](https://cube.dev/?utm_source=thecode&utm_medium=newsletter&utm_campaign=cube-general-promotion&utm_content=v4-brex)
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **INSIGHT**
## **How do you write good agent skills? Now there's real data**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/10aadd8e-d28b-4066-9925-bbb88f588018/superhumanteam_a_software_engineering_team_working_on_writing_ed7cf3b3-30cd-4ebb-9d58-e6c812e78655_1.jpg?t=1784099044)
Caption: Source: The Code, Superhuman
--------------------
**Guesswork gets graded.** Skills are folders of instructions that teach a coding agent how your team works. Anthropic and GitHub both ship official libraries, and most teams are writing their own. Until recently, there was no way to measure whether these skills worked. Now, according to Arize AI co-founder Aparna Dhinakaran, three recent [papers](https://x.com/aparnadhinak/status/2074569427346174039) have finally quantified their impact by benchmarking identical tasks with and without these skills.
**Handwritten beats generated.** The lead paper, [SkillsBench](https://arxiv.org/abs/2602.12670), tested the shortcut that every team tries first. It asked the model to write its skills. Three findings stood out:
1. Self-written skills scored lower on average than using no skills at all. So the knowledge has to come from a human.
2. Short skills beat detailed ones. Two or three focused modules outperformed exhaustive documentation, which sank below the baseline.
3. Loading every skill you have makes things worse too. A [second paper](https://arxiv.org/abs/2606.32025) found a few relevant skills beat the full library and cost fewer tokens.
**Polish hides the damage.** You won't spot any of these issues by looking at the results. Responses with skills enabled look more professional, even when they fail more often. 16 out of 84 SkillsBench tasks performed worse with skills turned on. The only way to catch the drop is a direct head-to-head comparison.
**Run the comparison yourself.** That head-to-head test is now public. The SkillsBench [harness](https://github.com/benchflow-ai/skillsbench) is open source, so you can run those same scores on your skills. Anthropic's guide walks you through the entire [skill authoring process](https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices), from writing effective trigger descriptions to setting up the evaluation loop that validates every update.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **IN THE KNOW**
## **What’s trending on socials and headlines**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/574927f5-a990-4a88-a441-399ae3853c51/CleanShot_2026-07-15_at_12.46.18_2x.jpg?t=1784099840)
Caption: Meme of the day.
--------------------
* **AI-Native Engineering:** Former Google’s AI Director dropped a course on **[agentic engineering](https://www.linkedin.com/learning/instructors/addy-osmani)** on LinkedIn.
* **Codex-Orchestration:** This senior engineer shared an [open-source plugin](https://x.com/cjzafir/status/2076347110417678502) that lets you bring models like Claude Fable 5 into Codex and let it coordinate the work.
* **The Fifth Principle:** A former Google senior engineer shares [5 principles](https://www.youtube.com/watch?v=wQ46lax_ya0) that separate engineers who level up with AI from those who stay stuck at the same level.
* **Model Math:** An AI research engineer charted which GPT-5.6 tiers are worth the cost for [agentic coding](https://x.com/rasbt/status/2075573860796436626) (1M views).
* **Outer Loop:** Trying to ship fast with AI agents? This senior engineer says you're losing something in [the trade-off](https://www.linkedin.com/posts/addyosmani_ai-programming-softwareengineering-share-7481188577452638208-HsQh/), and you won't notice until a bug forces you to.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **TOP & TRENDING RESOURCES**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f5c1365a-5222-4966-9d6e-86dc35c4b48c/Thumbnail__53_.jpg?t=1784084588)
Follow image link: (https://www.youtube.com/watch?v=0xKE1UHpSfk)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How to use OpenCode (by an ex-Microsoft engineer):**](https://www.youtube.com/watch?v=0xKE1UHpSfk) OpenCode is an open-source alternative to Claude Code. It’s a flexible AI coding agent that runs in your terminal. In this tutorial, you’ll learn to connect different language models, scaffold apps, install custom skills, and write system prompts in OpenCode.
———————————————————————————
### **Top Tool**
[**BugShot:**](https://bug-shot.com) A Chrome extension that lets you pick elements, tweak styles, and report bugs to Jira or GitHub. It bundles screenshots, video, and logs into one quick report.
———————————————————————————
### **Top Repo**
[**Codesight**](https://github.com/Houseofmvps/codesight)** (1.2K ⭐):** This repo generates a compact context map of your project in one command. It helps AI assistants understand your entire codebase instantly without wasting tokens on file exploration.
———————————————————————————
### **Trending Cookbook**
[**40 tips for using Claude Code efficiently:**](https://agent-cookbook.com/tutorial/claude-code-40-best-practices) Most engineers treat Claude Code like basic autocomplete rather than optimizing its environment. With the right setup and automation, you can turn it into an operating system that runs your entire workflow.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **AI CODING HACK**
--------------------
## **How to ship a PR from Claude Code in one command**
Shipping changes with Claude Code used to be a stop-and-go process. You had to stop for every commit, push, PR, and approval.
The latest release finally fixes this issue. The new “/commit-push-pr” [command](https://x.com/dani_avila7/status/2076089527655915538) now auto-allows pushes beyond origin.
```
# inside Claude Code
/plugin install commit-commands@claude-code-plugins
/reload-plugins
# when your change is ready
/commit-push-pr
```
This command handles everything for you: it stages your changes, writes a commit message based on the diff, pushes the branch, and opens a PR complete with a summary and test plan.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
Installing every Claude Code plugin actually backfires. Once you go past 50 tools, Claude starts picking the wrong ones. Here are [7 plugins](https://www.youtube.com/watch?v=uuUo7gWuH9w) worth keeping.
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
———————————————————————————
You can also reply directly to this email if you have suggestions, feedback, or questions.
Until next time — The Code team
----------
———
You are reading a plain text version of this post. For the best experience, copy and paste this link in your browser to view the post online:
https://codenewsletter.ai/p/gpt-5-6-sol-deletes-user-files-unprompted-prismml-ships-bonsai-27b
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!