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<td>OpenAI's new coding model</td>
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<td>Fri, 21 Nov 2025 13:04:33 +0000 (UTC)</td>
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<td>The Code by Superhuman
<a class="moz-txt-link-rfc2396E" href="mailto:superhumancode@mail.beehiiv.com"><superhumancode@mail.beehiiv.com></a></td>
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<td>The Code by Superhuman <a class="moz-txt-link-rfc2396E" href="mailto:thecode@superhuman.ai"><thecode@superhuman.ai></a></td>
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<td><a class="moz-txt-link-abbreviated" href="mailto:beatnic@comcast.net">beatnic@comcast.net</a> <a class="moz-txt-link-rfc2396E" href="mailto:beatnic@comcast.net"><beatnic@comcast.net></a></td>
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<p> November 21, 2025
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style="mso-line-height-alt:150.0%;"><span style=""><b>Welcome to The
Code.</b></span><span
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style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>
THIS WEEK IN
PROGRAMMING </b></span></h5>
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style="width:670px;"><a
href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4dloemcHApgAebp4VR_mikSJjSAXDgqpU1kIeiAfjvZzCb3-5PWL5n0uDMid0bLogfJA4_u3-GPSeOKysqqajU6wEZpBKcTY9gw7gqZ860UWVtZ5CTbDtR71QZN--tVz7hV5aWk51Kg5GqwC3cXi8XEru0Q4WUz9b9ccbBa5D5D_yfOXZKqE9r7bywj0kQbnhYSoa7LnPCqH8Xjnb0Yl5JgISF9VdJVAkc3lbPOnf2OoWb5z5gFNUsnjwyvXLpW2_qrLK6oVC04JUjV7SOIBvrE/4ls/IuvH8ZolRy2oC431lGPtCQ/h2/h001.CQ4X2Vimoj6n3Rds0jW9uLcjxN_Bn_UBDaccDOXbD4s"
rel="noopener noreferrer nofollow" style="text-decoration:none;"
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src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/4f89f62c-9c06-4cdb-91f8-d8fbbf4b3390/Untitled_design__23_.jpg?t=1763716402"
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class="t"
style="width:670px; padding: 4px 4px 4px 4px;">
<p><span
style="">Click
here to watch
Nano Banana
Pro in action</span></p>
</td>
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<p
style="mso-line-height-alt:150.0%;"><span style=""><b>Google DeepMind
drops Nano
Banana Pro
with built-in
reasoning:</b></span><span
style=""> The
search giant’s
latest </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIABkccK1noX5iPpik-Kx0Pruz0xyXj-eAH_ReNOpR4_RRnpSZdXhi7zyALrLnCxXXeqF-wc_z8dyk9e2bESDZhEaP7k4Q4aRwIIsadwvUtCmumlUZh_E2j9in1MvOc4LXcIeHsjoHKw0Nyrx_qxyjGZQFR6OWzbUwVMtBukrMdnKByMwPNKCxEAWgRy_cDneeT5jt4lttvPUMFbyrzrIo3TKaP8wlb0qMz3-GxAdpnsZ5dl_MGHGU6laTCKo9JfzsAxf1dkDEG9_nXzTH6Npb68fmJRAYyVW9jwXKQLWJ8AE9/4ls/IuvH8ZolRy2oC431lGPtCQ/h3/h001.Afvm9gBIV_FoiDUfO4YYEQ-mHvC4nvtKgbepzoA-VnM"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>release</span></a></span><span style="">
leverages the
Gemini 3 Pro
engine to
think through
complex
prompts,
earning high
praise from
early
reviewers. ML
expert Sam
Witteveen </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4QkSi11HdD7r3Lfiqf5uW-u3oKHIvt7tnETrFPwHuwEh7z9RyVUPW3TdaOZt7O8JVlwY3zMcosAbQiL_pGp3k3lY_U51nFxXf7ljRqayUQclIYSEVm0mD-CuCIzShOhRdvzX9u2XqUImDkGCkSnsYFBxQMJ1OIcyxkr4lqwmujLICq2l_F6W2QpU3EVIHZP2ZKp4bymlw1jcXQoV3RpUNS3FvzWYhh8VFE9HAAqT32lw-wKT-GG3PBxf-CFzl2pRvtMSB0LcEgyyq76xDipfWJw/4ls/IuvH8ZolRy2oC431lGPtCQ/h4/h001.W2fLheK-cR2wN513RNQ3gyoaSYgRR4-rHQmn7VMhzIU"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>highlighted</span></a></span><span style="">
the model's
ability to
ground images
using
real-time
Google Search
data— perfect
for accurate
environmental
details —
calling the
upgrade "Nano
Banana on
steroids." </span></p>
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align="left"
style="padding:0px 0px;text-align:left;word-break:break-word;">
<p
style="mso-line-height-alt:150.0%;"><span style=""><b>OpenAI's new model
divides
developers:</b></span><span
style=""> The
ChatGPT maker
launched </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g8usTYEj9kWConjKWelzk4Na9hD-ka3bOV09TJNEJ_v-889MELSNm2rfAGdYhGl36wDIquUliSuNirCM_uyuUqNzVoLEM8w4AONSzWNwoAeiVF56JdmIpLpzMT6unKw6CwzSH__LH791jXK8ZACwtfbpwK6geMatyWi3azIZy-U2ts0ikeBN2CD-LVZ0IDqyRrzOVaUTNKVTAHc2ZWTb4jRS9JSA6ljdoEVVbPM-MrjDg5XlxExFr5o4UiyRZnosM8b5d-u9bsBwCrFm23S5Rxh/4ls/IuvH8ZolRy2oC431lGPtCQ/h5/h001.M5nNrMQxXVbauqNxx9P2Iawhfpqu2qHe8o6uBBDYvdc"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>GPT-5.1-Codex-Max</span></a></span><span
style="">, an
agentic coding
model that can
work
independently
for 24+ hours
straight.
OpenAI's own
engineers are
shipping 70%
more code with
it. But not
everyone's
impressed —
expert
developer Theo
Browne </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4T-8Tk-hywF7lSOsOftGcu05CJr4O-6JjCbihJgCt0G-C48WL_S85864FnpXNk6JVgywmSDEZt2qffVlpymUXj7p3lO9un57yjt42zNKO6BhSuBaK6m5R14adDSE-28a6jyuwi-k6gMRu4iSxdI1CH19w2861GmfNUvV0vlSwWZZ7HYWh2QmZvjYGwqqTRvj8OxcZO8Ak6qizvgwATpOQYEhjTBANpZ3Dspk6AE4auEzBQ0e3LiRnvdRGiYWWuuc15t_rm3oS3T2bp6w_n45Puk/4ls/IuvH8ZolRy2oC431lGPtCQ/h6/h001.r5YKlzRTAlRWs2qGuUqnv0R6jbEC8zQId2lj8U7chVg"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>called</span></a></span><span style=""> it
"slow and
high-maintenance,"
noting that
while it
eventually
gets things
right, its
poor
TypeScript
skills and
need for
constant
hand-holding
make it
frustrating to
use.</span><span
style=""><b> </b></span><span
style=""> </span></p>
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<h5
style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span
style="color:#030712;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED
BY AUGMENT
CODE</b></span></h5>
</td>
</tr>
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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=""><b><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuWHW6zz2hZOTuk_OuEPcv6-BOHL0YxKhofV7-0clkCwbMVqJ48TFYqMqsUcZxFb-b614hcakeudwlRxltS9hs3NC74M1ZXHXxCPt8b4Wx5G1nd6G_jsXyGHLZqkTVrGkQX9V2wpUyzCQYwyp00_AmP2RxYKw4yMagzoDnFiVQKRDMNioscZc4NeI5Yc1arszLTtQtvaNqWkaxLpN3kllhYdfryzs1O6YXLROhfPiDDeiWfOV6jcOzh8k5xdCUBjtZIFoCBvKQD-uxcXVGPXzReYeLdYEy-VYdWr2MtK3rSzLAPXXoIY9xRTU4Pa03LiGu61hdwxm313bqzpk8wfPTw/4ls/IuvH8ZolRy2oC431lGPtCQ/h7/h001.nzXPOYnVyfaV4rnRlE80T4FW4Z9LeO4apzbnmLx2l1c"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>How to adopt AI for Engineering teams?</span></a></b></span></h2>
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<table
role="none"
width="100%"
border="0"
cellspacing="0" cellpadding="0">
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class="dd">
<table
role="none"
border="0"
cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;">
<tbody>
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<td
align="center"
valign="top"
style="width:670px;"><a
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuWHW6zz2hZOTuk_OuEPcv6-BOHL0YxKhofV7-0clkCwbMVqJ48TFYqMqsUcZxFb-b614hcakeudwlRxltS9hs3NC74M1ZXHXxCPt8b4Wx5G1nd6G_jsXyGHLZqkTVrGkQX9V2wpUyzCQYwyp00_AmP2RxYKw4yMagzoDnFiVQKRDMNioscZc4NeI5Yc1arszLTtQtvaNqWkaxLpN3kllhYdfryzs1O6YXLROhfPiDDeiWfOV6jcOzh8k5xdCUBjtW56SK53sZYsj6cg79QYxDypNvh0pCYMV4nADdDtfl88ArXp3rYZMVxGwypQX5QO_mT-egcojXFERkTT4UZNtTs/4ls/IuvH8ZolRy2oC431lGPtCQ/h8/h001.rg5qyie60NMzbjDHe2mXOGov45UIoagzzGPHzeea_P4"
rel="noopener noreferrer nofollow" style="text-decoration:none;"
target="_blank" moz-do-not-send="true"><img
src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/04920262-fa62-4f33-9f36-ad415796dcee/image1.jpg?t=1763615952"
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width="100%"
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cellspacing="0"
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width="100%"
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<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="">Most engineering
teams are
starting </span><span
style=""><b><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuWHW6zz2hZOTuk_OuEPcv6-BOHL0YxKhofV7-0clkCwbMVqJ48TFYqMqsUcZxFb-b614hcakeudwlRxltS9hs3NC74M1ZXHXxCPt8b4Wx5G1nd6G_jsXyGHLZqkTVrGkQX9V2wpUyzCQYwyp00_AmP2RxYKw4yMagzoDnFiVQKRDMNioscZc4NeI5Yc1arszLTtQtvaNqWkaxLpN3kllhYdfryzs1O6YXLROhfPiDDeiWfOV6jcOzh8k5xdCUBjtfI4vdO_yuAAxiFw3t-S4StXXPJ3jrvvfH_jRSAZiEt66BxlXVjsQQ1BeiE_jbeVubLWSbZpfFHlS8kiDbVvDnA/4ls/IuvH8ZolRy2oC431lGPtCQ/h9/h001.IU1V82QTVL7RmrNZZ8ypMQoGnwoZpqXbDZQJrQ1IThs"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>AI adoption</span></a></b></span><span
style="">, but
only a few can
drive real
ROI.</span></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%;"><span style="">Augment Code's new
adoption
playbook, </span><span
style=""><b><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuWHW6zz2hZOTuk_OuEPcv6-BOHL0YxKhofV7-0clkCwbMVqJ48TFYqMqsUcZxFb-b614hcakeudwlRxltS9hs3NC74M1ZXHXxCPt8b4Wx5G1nd6G_jsXyGHLZqkTVrGkQX9V2wpUyzCQYwyp00_AmP2RxYKw4yMagzoDnFiVQKRDMNioscZc4NeI5Yc1arszLTtQtvaNqWkaxLpN3kllhYdfryzs1O6YXLROhfPiDDeiWfOV6jcOzh8k5xdCUBjteqZNn4LV9dGyhKu8R0095SHBck76tTzwf77wDma5Q6E9D4U2NLL1Gs-sl75C_RUnR0UOd5Vc19QpLFDrxNcsHE/4ls/IuvH8ZolRy2oC431lGPtCQ/h10/h001.UtIvXAVsJXm0WBVkL3AlUIyyMYw3MZRni1bnRub57F0"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>AI-Powered Engineering at Scale</span></a></b></span><span
style="">,
offers
exclusive
insights and
tools to help
you accelerate
your AI
adoption
process and
scale across
the
enterprise.</span></p>
</td>
</tr>
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<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="font-weight:700;"><b>In
Augment Code's
guide, you'll
explore:</b></span></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;"><span
style="">Real
frameworks
from CTOs
who've scaled
AI</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style="">Ready-to-use
checklists for
AI
transformation</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style="">Organizational
self-assessment tools</span></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%;"><span style="">Stop experimenting
and start
scaling: </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuWHW6zz2hZOTuk_OuEPcv6-BOHL0YxKhofV7-0clkCwbMVqJ48TFYqMqsUcZxFb-b614hcakeudwlRxltS9hs3NC74M1ZXHXxCPt8b4Wx5G1nd6G_jsXyGHLZqkTVrGkQX9V2wpUyzCQYwyp00_AmP2RxYKw4yMagzoDnFiVQKRDMNioscZc4NeI5Yc1arszLTtQtvaNqWkaxLpN3kllhYdfryzs1O6YXLROhfPiDDeiWfOV6jcOzh8k5xdCUBjtYxVcRyn61R1So8tU58VAn3yg6_lIiHJxgNkUPqdy3fNibNcgyyExUNDU_Gja0QCpF32ykflV9OCEmOk2Mh6JPU/4ls/IuvH8ZolRy2oC431lGPtCQ/h11/h001.cd5Zv8SpopTE3nDF30L51nKzONVIqf2IqQgUMNXzsmk"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>download the playbook today.</span></a></span></p>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td
height="10.0px"
style="line-height:1px;font-size:1px;height:10.0px;"> </td>
</tr>
</tbody>
</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;">
<tbody>
<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/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" moz-do-not-send="true"></td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td>
<table role="none"
width="100%"
border="0"
cellspacing="0"
cellpadding="0"
style="">
<tbody>
<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">
<tbody>
<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>TRENDS
& INSIGHTS</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=""><b>What
Engineering
Leaders Need
to Know This
Week</b></span></h2>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td>
<table role="none"
width="100%"
border="0"
cellspacing="0"
cellpadding="0"
style="">
<tbody>
<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">
<tbody>
<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;">
<tbody>
<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/uploads/asset/file/73012322-c1cb-4299-808f-4732eb08473f/dfsdfsdg_59863_create_a_potrairt_of_the_person_attached_here__964ea84c-fa7e-4ee9-88d8-0b2c0118a429_0__1_.jpg?t=1763725440"
alt=""
height="auto"
width="670"
style="display:block;width:100%;" border="0" moz-do-not-send="true"></td>
</tr>
<tr>
<td
align="left"
valign="top"
class="t"
style="width:670px; padding: 4px 4px 4px 4px;">
<p><span
style="">Stewart
Butterfield,
Co-founder of
Slack</span></p>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td>
<table role="none"
width="100%"
border="0"
cellspacing="0"
cellpadding="0"
style="">
<tbody>
<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">
<tbody>
<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=""><b><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4QdcHuMOTxFbIl9YJEuvpGUHSiHQPS2rLnIHturDhlDxhpaE1V11glKf5KbFcWirUWZuZgYHGp7G9c8yTo8X6kiuRfrEBdmJ9TR2v5gJqc1ig5o90vLS75munos0pjPcr77tzEQcDOQvuRctteFJPYBSYV2_4ex1jANYLRCq-GZRmfAf3ECHEZMhOursQiJd8FN5TKZqqsEW6JZ02NXktBC0Bfqdn5EKx8u9ZJ9yfpBYOAs-L80jX2ic1GkCzb3U6HwbVa3Ma3qxY9OBQ0mH11Q/4ls/IuvH8ZolRy2oC431lGPtCQ/h12/h001.egtclMUY_hwQ_KrKmnwinhodwM59PpdufkwOJUlG7AU"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>Mental models for building products people
love:</span></a></b></span><span
style="">
Co-founder of
Slack shares
the product
frameworks and
leadership
principles
that most
contributed to
his success.
From “utility
curves” to
“the owner’s
delusion” to
“hyper-realistic
work-like
activities,”
his thoughts
on craft,
strategy, and
leadership
apply to
anyone
building
products or
leading teams.</span></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%;"><span style=""><b><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NBAV2w_fKeF0d0RQJeF5lgrCFBgt3-rEhT_UcFOHq0apEbxb4ISWm4EQiBVA35dFUB2YSUzzwoz420DN8ipB0U73wGqjWxiAKH2pDTRH-Kwn73Pk1Cw5CxVH-LUmmdOpZemqzf1TMZRZiSmzG4lhg70W5mgJdI-64fSG3gDmMT4zHEAYa5Q7RiVCScUZ_BpNYvwpUhHtndRwH5oTf-wXBM8mmwT6b9CIMaOmPwe4SK6EmQs6vgkMMgQOABdX6I00NUHfZ0PsS-diYWIKxTJlYE1SS8zGPOIF9fQIzW3coMbdiu2X20My96EOV24GBQePc653IA251LI6VHhjcB5mbiA/4ls/IuvH8ZolRy2oC431lGPtCQ/h13/h001.vw3p-exqd-DRO2QqyeJxcKEzwo8PQcKLEjE3Iqcnx78"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>How to thrive as an engineering leader in
the AI era:</span></a></b></span><span
style="">
While most
companies like
Lovable
already skip
PM hires and
expect
engineers to
lead entire
projects
themselves,
this article
underlines the
need for devs
to become
"engineering
multipliers."
It suggests
devs focus on
amplifying
team
productivity,
owning product
decisions
beyond just
coding, and
leveraging AI
while
maintaining
quality.</span></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%;"><span style=""><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqutsbe-EJnSP7La6juAhj-YyYe0RWDONVkXhDfFFkHb7QAgP_w36OEbBLS6lGRdMmFyXtTcHKm6QUjDbFkgrSTrrnJD_IS-1qlNC8Ga7tSSosLi8mtf1sXlMz7fYAaWLtVOrlM7bnH1c6gwg4BJHs2CeATc4a3Pj8nLgtCHBgbQy0K3ow_ll3CXq-6Y6DjxJ-FgCUBajhLVsK9exQOnkmv-URNKUVQl0hQtpv2GP0huIydd9E4JXh-D-kuxPFd2IVWSNptxJkoU86IXgXZfgLTSo/4ls/IuvH8ZolRy2oC431lGPtCQ/h14/h001.lBkpf7ly4zJDNQdqIlXlz-Mf7OgA45gLW1JekbYBoZA"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>AI eats the world:</b></span></a></span><span
style="">
Renowned tech
analyst
Benedict Evans
argues AI is
the new
platform
shift. As AI
coding becomes
the new
abstraction
layer—slashing
software
costs—models
face
commoditization.
Future winners
will require
proprietary
data,
distribution,
and product
UX, rather
than just
superior tech.</span></p>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td
height="10.0px"
style="line-height:1px;font-size:1px;height:10.0px;"> </td>
</tr>
</tbody>
</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;">
<tbody>
<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/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" moz-do-not-send="true"></td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td>
<table role="none"
width="100%"
border="0"
cellspacing="0"
cellpadding="0"
style="">
<tbody>
<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">
<tbody>
<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%;"><span
style=""><b>What’s
trending on
socials and
headlines</b></span></h2>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr>
<td>
<table role="none"
width="100%"
border="0"
cellspacing="0"
cellpadding="0"
style="">
<tbody>
<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">
<tbody>
<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;">
<tbody>
<tr>
<td
align="center"
valign="top"
style="width:583px;"><img
src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e9a9e73c-411f-4e98-b2f1-b2a29c23ae0e/image__42_.jpg?t=1763718030"
alt=""
height="auto"
width="583"
style="display:block;width:100%;" border="0" moz-do-not-send="true"></td>
</tr>
<tr>
<td
align="left"
valign="top"
class="t"
style="width:583px; padding: 4px 4px 4px 4px;">
<p><span
style="">Meme
of the week</span></p>
</td>
</tr>
</tbody>
</table>
</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;"><span
style=""><b>Prompting
Hacks:</b></span><span
style=""> An
AI engineer
from Google
DeepMind </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xquq5r0h4E0kRd2_mVZ13TCWKhWJrZ1VtU_qsimHIzUzO7W1WXAnJYIdLmz-8y-NODv8R3P7XGphRuBM5b9KhQJE6f-IsvMOlXsH4e-H-pXQThbZsJI0A2-mcRIXLd8kUWN7ip7ewqaGQYKz3vIUzj7g8mMpk_pX_ER55ZhHm9NmK3dxvGPbAQodSQT3_QaQxtB6vo6mYF38MaoDgUYgNBls0VTA13xR-qTvsmGwHl3P11f3efdmompfGbT57_GWQ--C7ltAABybL4m8AuebRlebjhKtl84KeNF-Wstm_kCB04/4ls/IuvH8ZolRy2oC431lGPtCQ/h15/h001.LaVBDBOftS6sgxZr5X0beJwxNr9tCVvzdSFrvdbvIec"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>shared</span></a></span><span style="">
some of the
best prompting
techniques for
Gemini 3.</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style=""><b>Vibe
Coding:</b></span><span
style=""> A
computer
vision
enthusiast </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0zu_XN4wWGY0XwmN7MYXEM6RcnnpHZuAB7xkHQUahYIkpXYK73o6g-C-Qwp-O761YKob10tmNDRWFiqOOTQ8eqODmmppsUT7l96lzrjgnvWG5vtNLcoBQgKlVF0IwwrCdhQVQ8SyiMFQUu0JQBmx_DQVV6Ao08msDVA_Kp2OFfYna5ny6QN0vAir5ISqwGAua2eMDZShoyEM4h6WvHg9-N_0h1V9t5Qbo7MZfVHW_pWgJjxbVsz8EXTPRLdtOQ7WZF5boyK2_Lw19rw60-1QbWcFPu8sWuOlBkpNSf2DJVt/4ls/IuvH8ZolRy2oC431lGPtCQ/h16/h001.c8VlKaj_C9sFmaMYsqcDE73FnNQUDC1H8RrxE_V9zbI"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>developed</span></a></span><span style="">
a Jarvis HUD
interface
inspired by
Tony Stark,
using Gemini
3.</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style=""><b>LLM
Weapon:</b></span><span
style=""> This
is the </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L20fP4xFNoxseO6LKHjoDrKVwODare6mmQe_KV4wUyTKnHomxwABsfDh2MA0xjtgXfHzvgAAGXgFo823M5xqKNwx0VxRC-anyFVnXS7Dj7pM4IHt2o4WZvPnKy_ute5bCjfYyf-mFY6rX7xa3R2FXJZXJLXRD9Ew0pD76lL5iDe4zWyBd_IxB3VqWi0Wv5az7zGv3nFY9_EyzWkA24V8sNzHh3ngi1ooyKyIPANFNgphe_zna8pbJajrOgm1IoVEBhR5mkPpQZEw_ovRMIlQPxAIemMp5ybc_xASpk5r0__v/4ls/IuvH8ZolRy2oC431lGPtCQ/h17/h001.2ihwX5HP_4hdr6R1VLzdfoBiRe2ddsgGsuuFpN_rlXY"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>way</span></a></span><span style=""> to
leverage LLMs
for success in
the AI age.</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style=""><b>AI
Explains:</b></span><span
style="">
Engineers are
leveraging
Nano Banana
Pro to </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L4duz-HyX3n9B63mtCDC8pEXMANAeBaz0ueu4JhAZEijVF66zpI-cMkXDMf74h9dJguwrBUVfSdvhqlyd0SecI5J7vhkl9s6quzleFBqJKzP9DQ85dBKEish-YelxssGdyOsUlHyfiTl46JHNwjRZJT-tma7mIZhpnqd36zFT82yuXO1Z2IwgriNDRvjIy5nKtxMdEWoJCoFbIQz4LOAasdeyxOVfX_UD7_QgGaMr_rBKBX_3FbSP3boWJXXhh7l9720aDyO5EvGYWc5g_Ghpz08Ue8mhSsCvZjrAP_kHl_W/4ls/IuvH8ZolRy2oC431lGPtCQ/h18/h001.njA-yfsjHxbU6gJyAI9Fz7oRwjhoOZypO2jQAX52wQM"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>transform</span></a></span><span style="">
complex
research
papers into
easy-to-understand
diagrams.</span></p>
</li>
</ul>
</div>
</td>
</tr>
<tr>
<td
align="center"
valign="top"
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<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style="">OpenAI
</span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8rcbUn-mre-a4Sv76xSCoHHtJPzjKJ3v2KdOQVgm1vohUdRkhjUREGvtRZLnTq_F5BxylpXMK-JN70qzRIOk61Ry3OZoM-FFuY0IuQ4yj2XAiW0a_bcsPZtLGXgdV5Kumaz55gZmoA-l3DSVLMVjYRxM5ofEybO_MaPOhFqlBncxBBIJwg3rmRiAa2jIlOH5TLRerpaY2mjVeWh9OzfCJ4HbJ_S5hhiQe1LPjG8AitprBZMxoCzb3iYFhjHSSBtIC93mSwx6HKqbpzfWHtGGkL41DuCSlb6F-KxVz8BWB78/4ls/IuvH8ZolRy2oC431lGPtCQ/h19/h001.iZA6sqyhfBlDbf0VJggo77NwkIvWMs4ay4_VMKeZghw"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>rolled</span></a></span><span style=""> out
GPT-5.1 Pro to
all Pro users.</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style="">Meta
</span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJSojH5RFR_DWmih8RGwekdx08ydAjOqwMa5EHx5ERrUnaQQHAlGL0fdKx5F7PZvKm67cdEqTzWShE9n3d8-881h73V5fUrkEue4cvyRmpTcpkYC7wRCygIh1VTErsdYW3kCGOOT7Ucr30S29e-UcdyPo4-MyUVU1ynTBe5Xw_BR7YHmk1a6I1RR52d6sjT6MhoNUGnX_i4pmteCdmdgP3oZTqVSWhEZZNbzbmYZj_5Gl6G36zowLTWQkR-lGkpzAx-e7Df43mqpC9gFGvhSTvqBTwZo7IGNGd4oxfTnfK8kD/4ls/IuvH8ZolRy2oC431lGPtCQ/h20/h001.-g8edY-mihtLEgDDoEErlbe0T59sT_0uPV-24Sny-ZE"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>dropped</span></a></span><span style="">
SAM 3D — an AI
model that can
turn any
object in a
still image
into high
quality 3D
model.</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style="">xAI </span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8lXzZqH1EnPOhoek5BweepYOzY3PSxU-Zyh3ANS4vvy2cBV5Z_gairm0y6GVyrfdZnLwLrUHjuIFxN_Qw6kZ5pt5L0G6WlKeXFT6HAdylgk130HK5L7FGVYOG-AIgxWD6LmmPkQSlRij5X2j-Iu8fFGiPVREa5JXCD5eN4l6lBkBXG5asY9iu9SEiV22voulJBV4npT510AYr4maHjFQOIn_DmcKj6FcG499eHYUIbiIXyN2vXZilAj_rwc-eAuqcFexgi4EawmLmR4Dhm4a4I/4ls/IuvH8ZolRy2oC431lGPtCQ/h21/h001.BMtxBNCxvjDDFZkbSR_31HIU9du69FFllNkCYiJXcyw"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>released</span></a></span><span style="">
Grok 4.1 Fast
and the Agent
Tools API that
has direct
access to X
data.</span></p>
</li>
<li
class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style="">Replit
</span><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAGtiSDvvOiiM1D8dNZ8PDhn5VlITBHTS0H5s8a4tUDyDge5KL_hYJnUsIfwE-QyBvKgHLnUha3HekhZiz4yc4Xozk5WDXRsziTGxrGThCxM1XG2iDXAP6u2Vu0HkmilCFD7tDLfaeE8I0S-xp1oZ509THj4KHxSO_ZwJJFFzv6DAacZqXDGTzRw3SbXz_w1CB-FDs4RSSZZbNsCgMfqKji2l-tPbfwLdpdE2DBkZlHHmjIf3V_4hzvpmnl34kkeuGWLJ2UIYutbTUJiWJ_JNZ7o/4ls/IuvH8ZolRy2oC431lGPtCQ/h22/h001.OhV2PziKFi7gK_AymBmTXOAIuGjO3M_N-J7GV-iZ9eA"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>introduced</span></a></span><span style="">
“Fast Mode” to
guide their
coding Agent
to perform
quick changes
with
precision. </span></p>
</li>
</ul>
</div>
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class="t"
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<p><span
style="">Click
here to access
Google’s
Antigravity
course</span></p>
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<p
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href="https://link.mail.beehiiv.com/ss/c/u001.pljPPsurrJ8ITcFAp15gIUUGJCCI9x3zsZh3dRhcXohg5StD3VCPzLBwhKDgyj0J5Rwj6nRklB-MH3vk4KSzcbY_xvOVob1vI_4v8-IJZghU8ZU6d_WmZqfarHowg5REk2fczJAIWFlNfDXpUmxC8N_8yIX9wgLWvf4TntfuqYhuHLG_tWplQ-ectWuQuQzMVE6YNpZe6DL0ge5FHxkcLjtk9h0NQFsfAbNSERk7uBCGuS7Z1UpVoQDShsaN1pmBMjg4XQJR-aCbEVDSCdfdl-4vk2iI-6_3n8wyIiuuWQgc6H3gj6nfjH09RMXltmeBuhSFHLr4XOOUWHO5FPeQE1WJo2E0ZZ5urj4cv9N-lCqo27q3nWo0vWEVOrAOZwr-/4ls/IuvH8ZolRy2oC431lGPtCQ/h24/h001.r_q1IcKJCLUiivT6i63d7FXX6aKJok0g3h5emtA6Dc4"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>Getting started with Google Antigravity
(official
course):</span></a></b></span><span
style=""> This
comprehensive,
step-by-step
course equips
you to use
Antigravity,
guiding your
transformation
from a coder
to an AI
manager who
can dispatch
autonomous
agents to
build
applications,
write tests,
and
independently
debug code.</span></p>
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<p
style="mso-line-height-alt:150.0%;"><span style=""><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePT8bXT9VexWaVfCCnKWKgtQGq5vUbISc0Z9fWluTZ6BwrveGAz3Fpb-7Mh9-883Uk63fgbEI7uIqmvZ-VBskOAi2Pzg9DC4VHlSjbsRYa2s5B0aNrpEpnX7Y0824gqDLMnFJMKR9KaZsRf0N0lN60VE_zlOW_lAjrRYB5KmFosKzaqIwwhaYeY0rCR5jfdVA4UdNS7WEtzWGXBbpoFuvjF5Fv72A8w6WR4xxV9ykz7FmKylFNPv_QZ7wCu87SjFcJzgv1DG-BMziWqYku_Uoek1N6jynn0pzCpBfgLfKCoQbf94biaeGWbS0jLLLkLi1d3TFEbDPsaOgAULBOhw-TDg/4ls/IuvH8ZolRy2oC431lGPtCQ/h25/h001.ZN2MgT93XgjEnJeLqbTxdc5jVsQuoIUTEkY-fw-ImjA"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>How to create Skills:</b></span></a></span><span
style="">
Anthropic
released a
step-by-step
guide helping
developers
create
reusable
Skills for
specialized
tasks. The
tutorial
provides
production-ready
templates,
debugging
strategies,
and real
examples that
let teams
build
consistent,
scalable AI
workflows
without
constantly
re-explaining
requirements
to Claude.</span></p>
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align="left"
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<p
style="mso-line-height-alt:150.0%;"><span style=""><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoVdLs0xENryN30a4UPqnEA5f8ml-X0pbyS2WGKgRtmwhBwthT7oXmhk67Y37UzZKm9iekWTwkfgLyq0h7KcZ1IIRWalM8nRbqGOMGUK0gnpgvZTuzSzHixPRZGsEtXljUQ6UP2fso7YX8KDiDE1O0i3bZNregHDy43WjgGegRpqCiKZ1yEt1XbNuK26QWupxiZSzc-6GApW3vxnlcs8ra2De3Qang-sGC7jaFMeahAigO0-vVR12vnq4IUHTJ1yO-h8UendVhiMxJnbdJtwyQ-qsO7mco0PyX1bBUziZ5YwPaMCT2xoXjnr-ED-tXL4VA/4ls/IuvH8ZolRy2oC431lGPtCQ/h26/h001.JbgkSwmrAG1-9Ae5IZ_xdhtpywqxmV1gtjUADRIqlLE"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>Making sense of memory in AI agents:</b></span></a></span><span
style=""> This
deep dive
clarifies the
confusing
terminology
around agent
memory
systems. It
covers
practical
implementation
approaches,
from hot-path
vs background
updates to
frameworks
like Letta and
mem0.</span></p>
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<h3
style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span
style=""><b>Top
Repos</b></span></h3>
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class="ee">
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style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;">
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class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkmXAVGqgb8TP-XPk-0Mm6gNqkqxY9ck07UO-zpDCTF7u5mITBIQr7-dFAtyjXLm940F6Uim-BH4uELjAYN4JlaFey3KOYSwz916q30Pn-yt6T4WA7BFpmV2pkuUsMDP0lVkI0ohysIZemYCSGgzqEZnG4Azhj_jq3aAwXgQ58_-_X4-gSib4kcqLf_w5qE9k5OhhWZRQcXa0-MR38bW7F72G2LECb2sRz4U3ebzoB3E16TTQMP7mLnIM0pTDVa5QFrahmz1GTwR7aQ20Ot9u5Y4/4ls/IuvH8ZolRy2oC431lGPtCQ/h27/h001.F1OuyxDex8c4cJm-yfp4VUUfKRAwkBDIQBiu30YwjQs"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>Memori:</b></span></a></span><span
style=""> This
is an
open-source
memory engine
that enables
any LLM to
remember
conversations,
learn from
interactions,
and maintain
context across
sessions.</span></p>
</li>
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class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkulZYqwmfEtuMCpInDVEa_fCMc72Sz7oyY2Cirev8hQ4pGDlhS3U7MsDjyR41tksj8vF1XeHREo5G75-FaX2Ku8TXD5gjslZVAqkWHIijzNx8tIaCf5dHzN8WiTzXK9Y_Xl5zF4qfILRo1CX069PVg06NAIuPl6t0vOmthDKdWsJZLntjR8jgLTCIimVjo0NwlVbZiXsqNfS60wkdzuPVarg02B1TFRLe0lL7JWFAuMk43YKABMNnfwEuGFopXE6DoZ0KecugSXbIOMnWgjmDSH2wcUzZB6gq-vjV3xNOOAC/4ls/IuvH8ZolRy2oC431lGPtCQ/h28/h001.oY3979SzpKqv-h1EbhfHp1fU3U5K5AhD9z7jgVDUkkM"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>Awesome-AI-apps:</b></span></a></span><span
style=""><b> </b></span><span
style="">A
collection of
projects
showcasing
RAG, agents,
workflows, and
other AI use
cases.</span></p>
</li>
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class="listItem ultext">
<p
style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span
style=""><a
class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhko5vsDVRqOg-qTfY7iEvueygM2TCs_9Jj4jfDnHe5CxlJGPabLki-sHSmkaubRa1u--XA7MZIfnoNTrcgMZWldSIVdftMVtcQI52j3_x1QwxfmrfK0IEGgVm1BWjUOLh5Gw4ocu32k6ICCOLvm8Zhdvdmw-XgtaHfIJbz0-KdgZAl9G409xCspcm7RaIoKT9aDOx4lVdxK-MBU8fFoSMTB0lhUKij41ywUg14VBEi75V9AGQ4PM47sWkHMt49mvYKnpN_CJo9Hpn3BHzb0wdfaw/4ls/IuvH8ZolRy2oC431lGPtCQ/h29/h001.MU-yagrMDuzfITdUmqwwrUKVUUzCGP_C_tnjCBW7Y0c"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>Gateway:</b></span></a></span><span
style=""> The
AI Gateway is
designed for
fast, reliable
& secure
routing to
1600+
language,
vision, audio,
and image
models.</span></p>
</li>
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<h3
style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span
style=""><b>Trending
Papers</b></span><span
style=""> </span></h3>
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<p
style="mso-line-height-alt:150.0%;"><span style=""><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g8n9n625-WduFKQWocKgR2l7E9-vm-C6E4466ThgoqobZzmv6kceU0xC8xIC24bxfw9vrS-m4M9I-IAWxXN4NB7hV7Fg_jfmg2hcQQRiqb5_cmelWjvHUICjBgz6AvbyouB4Mg4f-UY3OAPlpkQV-M_MguOcQlII915TsZjwUmCcZpc1mIcO5qUHhEaNfbYrahPuYUuaO4mX0rXNMOmFjh3vcaiPgv1qtdhK5ARMNp5tlV7cD-oCbShVEE84WsAdsc9rg8ev48z1cm_qnPQ7Jr_/4ls/IuvH8ZolRy2oC431lGPtCQ/h30/h001.sUXlxo8juAqs23BgVvS-Hl8hOlCmfCD175dL4njUL2w"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>Early experiments in accelerating
science with
GPT-5:</b></span></a></span><span
style="">
OpenAI’s new
study shows
that GPT-5 can
already act as
a real
research
partner on
hard frontier
problems when
human-experts
scaffold it
and check
everything
carefully.</span></p>
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<p
style="mso-line-height-alt:150.0%;"><span style=""><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJei6jJSJcTKGj70NBMEhmaJnP4za5u8BWcBJ9Y0IbJRnH1EkYuOSYbhctwfZuZHscQ_d5V6OD7aw5gbixGDLfBMSzOXpO3MYlm7GTATkhE-70mLrVlN1s67mxJNHnhzUpSXh73Ws7v-xirBx40QGpj8ksZI_MR_jzm7LmjgtHQZn9t9MNcJuXn8-Br7fpe8OtLDYGWCj8j-hdlY8IkBAH3XnjfWzijbg6sjF7jGLsEOH2Kbb-5b63GPCu5hStOS0U2DhfcGwncgswwvP9sJI_r4/4ls/IuvH8ZolRy2oC431lGPtCQ/h31/h001.5MSE2t6fNgpvtTDhDO9cD0rMK4oApK75pfpULnX0AZA"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span><b>Unlocking the power of multi-agent LLM
for reasoning:</b></span></a></span><span
style=""> In
this paper,
researchers
discuss a
critical
limitation
with
multi-agent
systems: lazy
agent
behavior, in
which one
agent
dominates
while the
other
contributes
little,
undermining
collaboration
and collapsing
the setup to
an ineffective
single agent.
</span></p>
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<p
style="mso-line-height-alt:150.0%;"><span style=""><b><a class="link"
href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJei6jJSJcTKGj70NBMEhmaI0kIbMynOYwGUDTtyuqB4sVlaCMjxOAjGMaubWm4IEb4ipPulCBbNeJGP8SzzMFOPvO2IH6nLTt4cT2oX7QFM7a0LUPIC_h8d8z3b6csHP3Jslgz1fz5WUEYfEGsc1aUrI-ju9HnUEjr8C4VuWSFFEzWHWeg20C3oMiU6x3rlquyH309SdT8ItUApamSMaT0tFZXwj1mE4mSync7HWe7IS2WAZzBtvexeWqffuLnI07q1vsYN_aipX-y6mDaiyFsw/4ls/IuvH8ZolRy2oC431lGPtCQ/h32/h001.0n749VN_CcfCMdfK8JJkaqJRKK7F3cYddqwJcs4oCgc"
target="_blank" rel="noopener noreferrer nofollow"
moz-do-not-send="true"><span>Agent-R1:</span></a></b></span><span
style=""> This
is a new
end-to-end
Reinforcement
Learning (RL)
framework for
training
agentic LLMs
through direct
interaction
and
experience.
This approach
achieves
significant
performance
gains and is
more
sample-efficient
than common
supervised
fine-tuning
methods.</span></p>
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