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🎥 Scientists capture giant jellyfish on camera
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⚡ A social network for agents
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🤯 1.5M AI agents join new social platform
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Selected Message
From: "The Code by Superhuman" <thecode@...
To: [email protected]
Date: Tue, 03 Feb 2026 13:02:20 GMT
Subject: ⚡ A social network for agents
To: [email protected]
Date: Tue, 03 Feb 2026 13:02:20 GMT
Subject: ⚡ A social network for agents
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</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 Codex App  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> February 03, 2026 | <a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tyyhvmOcNloGLDM7TiYBREqW7qQky_AOq1fQrsBEz6fC6xFvo2ckFYXAu4bVQl5GHeFyAmj2XgE_yYk-c4QFmXSfFOMUE6AU3jcsFbsvKnVVXVdyd20C-AXRdLZIyYnRLEufJaN51ag1IoG4vfWac3FgezvIjNnaUlFLBx-SRT_gwXrqgzn-VwxxFUxzA0IDv1ALhaD--2jb7s1T2r2PTuA0B5uhqXqXe78VCDswP9Z6ohbWjoXX_for3u1-CSZ7KxegisJqGq2RGdw90alMX8H8yvvSSM0A6bhffJqcixRw5rthxYEZlM44UUYj4ckVYA8QJCV4lIXcI3KNGka1TTN59UxuROO-QB74Dtbzi909BaD62wSkrnywGgSccm5FsFVnj8PneEtSI7zxVlymzkDR6Lx1wBd2M1TXRdcmnqFPynLqrsehVQhdLFB7IVWp78gFc5nILUll75_XQvUWEVJ2hgZJbvB54aWhv4dNigjVWVQqdl5_5Cx712LGl9Aadp30ZbN5_IsYxK38vtncfgiCyhCM59_z_ITjxN_kdAIxt0IlXiiCzEdn2xgymhL92ZOyX-CFoGgiCeZ-ipAfPiuY5SGEoilIFCbgE6m5U4gjo4PDkH-_EBHxa6euLMU5tb-NpGsTQb6JSQAuH8b-j_8DLNJIAfwqNlWCIgShI1xBKzTWHM1_-0bzoQwU3dKrRBVIJGjLmVx48gc8HRiqH9jeSeYX9xefG7_ahCPdoN0ltyD2ul9QrQ0L9lkYjsp-QYQJqABY35k4Kb5AgXKk71zLizY0AdFR6Ilxzroc-RBedFkqOAeK-LKXCojbP_RbfSMhvmfi_KBmaor1GSrfS38y1EXaNhV9IXjRpSfo7fmioJMFj0I1EWEFzAtxlSyvmK0wJi8bdWFwJrcglf3a_70Ucl3vlC35jOsV5PETxAgliHpPYs-KppbXQ9gcnDq6N66FL1cQGmUPzSIj4h37jo/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h0/h001.7kTefq-Sjgd7Yx61-VbJZfcYrDRB3toGrvtLy8NA5m4"><span class="translation_missing" title="translation missing: en.templates.posts.email.header.read_online">Read Online</span></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/4nu/eGXoSpA9S9uaYzh_zKKmJQ/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:536px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f41e67be-adfb-4d5e-805d-78fdbecb52e5/Group_1000004741__2_.jpg?t=1758182636" alt="" height="auto" width="536" 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;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%;"><span style=""><b>Welcome back.</b></span><span style=""> Your role as a developer is shifting. Fast. OpenAI just launched the Codex app, a "command center" for AI coding agents built for a world where you're not writing code — you're orchestrating the agents that do the work for you.</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="">Meanwhile, a Chinese AI lab just dethroned PaddleOCR and DeepSeek in document understanding benchmarks. And yes, it's open source.</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>Also:</b></span><span style=""> A social network for AI agents, the ultimate roadmap to become an ML engineer, and how to get started with the Codex app.</span></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><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:rgb(34, 34, 34);border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;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="font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>Today’s Insights</b></span></h3></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="font-size:16px;">Powerful new models and tools for devs</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="">Creator of Claude Code shared 10 power-user hacks</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="">A Googler ships 259 PRs without writing a line of code</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="">Trending social posts, top repos, new research & more</span></p></li></ul></div></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" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>Welcome to The Code.</b></span><span style=""> This is a 2x weekly email that cuts through the noise to help devs, engineers, and technical leaders find high-signal news, releases, and resources in 5 minutes or less. You can sign up or share this email </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0iQN5AwO1uyo7b8VWzUC8KOah9ybMlNm2WEQrCogJmQ3zyPcM7Szr4niatprgNoGkK4ZFH4q5ZlwgKbPaI1CoDBt-v82t1FtsMjWgHFdfBXUBQf3EXmA7I4eV9FVneiPPi4k0KO52fqY_7kcw23IUU2IjPd9tqOywR7SrszoMB4l5THKqImQB6ITHXexXTOFKSrTDNmuMpFOXmK5FDe2M156aibjrzDo1-t7owQvOZSer3kxS8-lzLPI9wAcuJkUqoJ7DKblnRJva1GaAHJXte_63l6jRLOllzbU-ARfjVGeX9FA7ybdO-eNWvavBB9wQw/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h1/h001.6MyQuTP1fqvUBfh7fPUNWSXyRhBunw7NzvfnozYe_9o" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a></span><span style="">.</span></p></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </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/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> THIS WEEK 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;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_ciJ3yfbgnSCGMs9ZvmplJ6i5p4Y0n44u0WpZiYs5bu_reGl1fKjoCXWuGNSu2jNK6mtL1tzaRZV4Krrp2d581B2QorFejLrrmm3--xsOgnNB2IpWuvmXBca-4BRzHGZli367Ai2hwhzvpYzLpttr-xstAniZW9PCwGjNWyuo_GbHW7xnilmVuHqcxMByQRM2-GWgDDfICpVo2y-LF6FgE7mU8DtKdCmxD1aPc56HCHGdGNdXQ1TzmKw28fk_c_hPghE_hlu4GagkDrwRUoS9kuOdjGUuPEbq5vct597tFKMa2Pdbm7H1Hk82PVdSu1UiJzQ44p_ttO57RbeI_5zbs/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h2/h001.LBaWy11-b7mBXD9DxzS0IFw4xY9FHNIAzvj9MB8VI48" 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/uploads/asset/file/fd7e6934-a989-4560-89c1-78dd5b4e3453/Untitled_design__1_.png?t=1770095264" 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><span style="">Click here to see the Codex app in action</span></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%;"><span style=""><b>OpenAI drops 'command center' for coding agents:</b></span><span style=""> The ChatGPT maker just unveiled the </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_ciJ3yfbgnSCGMs9ZvmplJ6i5p4Y0n44u0WpZiYs5bu_reGl1fKjoCXWuGNSu2jNK6mtL1tzaRZV4Krrp2d581B2QorFejLrrmm3--xsOgnNB2IpWuvmXBca-4BRzHGZli367Ai2hwhzvpYzLpttr-xstAniZW9PCwGjNWyuo_GbHW7xnilmVuHqcxMByQRM2-GWgDDfICpVo2y-LF6FgE7mU8DtKdCmxD1aPc56HCHGdGNdXQ1TzmKw28fk_c_hIn2GpEqHT9FZ8_9UigHpWFuA0TvJJwYlhAHG5fMTcM9nH55tql5dlhJub1xY57Zs2DzOlhz37Jx6QMjJVUnfW8/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h3/h001.n_lPuItAMRNZ_5S1Lmyqb06DA0QnEuXSWG-WlY8MUlE" target="_blank" rel="noopener noreferrer nofollow"><span>Codex app</span></a></span><span style=""> that lets developers manage multiple AI coding agents at once. It runs tasks in parallel and includes "skills" that extend beyond code generation to Figma design implementation, cloud deployment, and image generation. Devs can also set up "Automations" to handle repetitive work like issue triage and release briefs on a schedule — even while their computer is closed.</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>Z.ai open-sources state-of-the-art OCR model for developers:</b></span><span style=""> The Chinese AI lab just released </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyW8Zkg7ORTtNWCc4M7CiTDPaufiRudNB2VrH-O5B2Tu_QPIwP1-30In9bQyWnspfNUsU3pSfZzbKEL-uNDtnVUVwD73irx3jAzwfLknitOUJPAgZi4uOHUW3_AFvH3dAFPBCoamF-MFg3PFqbHvJpwdAyCTe6E4SPK-Seq5kqDPiTF1b7-uFPBoqDODi9f_GCGOh5X6xHocwKNN90iSBZ90tshOCjoaxQ1_cB6JBfz-kAsrl41MLfVf5hoXLi9VZvzWasF1i-b3QvDFoMqSvgMBkWyQeBWZYaoO7IT9lciiCLLssTmLGoyToBZ4phwWzv5SDEvAJ4yIPb6G3mbd3fM/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h4/h001.-cLS06t_jJ13_AiLpZWMvAoSZ4W-G_9L8eAl5UiVkVI" target="_blank" rel="noopener noreferrer nofollow"><span>GLM-OCR</span></a></span><span style="">, a 0.9B-parameter model that ranks #1 on OmniDocBench, leaving behind PaddleOCR-VL-1.5 and DeepSeek-OCR2. It excels at tricky real-world scenarios like handwriting, tables, and code-heavy layouts, while processing PDFs at 1.86 pages per second. Watch this </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4d7KLlaJZ2ADYiln8_PMyHJL9SZ_QbFxl3qvIesp2YsWUIupgsXBtjjEezTUK7tEqE0Tbi6TQ9lB4Wj9ngB3HL1hzRVILFmomCBHKNnuzamiiFDROPEl75iebPCotWa0NvSCi7QR3QH8gLxSlPZUFAsZly3v-i7CXAWtUR0KwFXWyJfyYM3f-r8MCcKDRNSchNMcjls6G09ROeTa-XH0119Z3aT33_ls3HN0X-0XfK-vlAVLVPQjEqrKDB13tPIclqrplMvrwM6UmU_1rDHsMOFPQBg3RuktO_uOFRaP0AUB1xFpnmvr3dX72VrbrGNfLeGFoYMpKMrKQjSmZFgNO7U/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h5/h001.voKIKXLtLd0f9brrfN0kioltRaRUrOUu3nk0Klq85PU" target="_blank" rel="noopener noreferrer nofollow"><span>tutorial</span></a></span><span style=""> to run it locally.</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>Ex-YC founder builds social network for AI agents:</b></span><span style=""> The viral OpenClaw project just spawned an unexpected offshoot called </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L__-Pm0i2AE2kE0DfB48HdYpX4A5I8iwKU987wXBmUnNgSkjSD8hu3UPOBk9iWGSypNRyU91wCHLiZWMuCiTmiezPSznmVPVZeFg0raA8CCwkeWz9inwbMtgf7IOZWpF2mFIBQHQm17SJuw6nmaHvazJl2aPE8JHXxbj1tzgyHvimY4uRENX7xQigFwaffQwkxX-ZNa6HhXjYu383EaT9B6kaPWkVJrkxHLoZrWMQhrs5QJTxi9Ns7cI3up3olDwVQfyYWn9e1Wc-kUhuS_fXtoX7u74pWy4KYt4tzyQyoMJJEoB8ffDLn3hrfspI_mxsEIPgh6Bh5hU9GuH7mIQqPU/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h6/h001.FwnRherX-U3ZDy1oGzmFW18lkSLXsqp4lRZRmjidbmc" target="_blank" rel="noopener noreferrer nofollow"><span>Moltbook</span></a></span><span style=""> — a platform where AI agents autonomously create forums, share automation scripts, and organize at scale. Developers install a skill via Markdown instructions, and agents take it from there.</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>Grok Imagine tops video benchmarks with new developer API:</b></span><span style=""> The Musk-led xAI just launched </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9Bg7qEYdlkWCFAj3OS3mOFBpGLFWZd7Dw3VkCJvktUKR9v-F3zfTjNaIGizXDjPVmnVi1r2ojwrk3ZiIMOlQMy1GGpW9BXot3NCyiHgQC2JaOelmXSub1CGFz8FTOi9Buc5nthFOJf5ViVja2Khi3c5FCBi_81u2niHadTXIQ3FdzAa4kFyUEez3LUyDvEVrUUjAngjGOagw2wwupBAhQUWWvOsyusAW4tqPUzTNgZnYIfD7-prdWryb2nCkXnyp1mt4YdQaTkYbAJJzWE8tZYHQVOyinqYmZZLMRH0s6VJmaNMroKOCinhtzT3CLJKsA/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h7/h001.Objj2rcA3MgUc8sIh9OE8cAodbjhUyX1MZqLA9uv_v4" target="_blank" rel="noopener noreferrer nofollow"><span>Grok Imagine 1.0</span></a></span><span style="">, which ranks #1 on Artificial Analysis for text-to-video and image-to-video generation. You can generate clips up to 10 seconds at 720p resolution, with native audio baked in. Instead of re-rendering entire clips, you can surgically edit objects, swap scenes, and control motion. Try the API </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1Lj9sdEmAB4p4OQyIxkB2PU5bEle-X7vbtzZrijZZHC49Zc3VSY8G0c8qJYx2qwcyxqPrpJPfWVdHyD4BiHqkWBF5oJPglCek-gNfxDqklRdo3PkWdogLRixomc09ip_5lNW7f5ZDCzBRC23whbpBr-RJIIE7tBsurfY_G2WG2of0I9Jq3aw8OReoMb8i4fMoaFJBQMlLlL6N0_Vxu7qBjE0vVqXs5QnnPAUpNvEfGur739xp1xTaSeL6ee3VSaQL4FBpraTNfRQgjzQ3B3hyvcM63OVfj-f67breYujeRkSzEhIatlaVB8qQYC9I_8wg/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h8/h001.y3c0AfpI8uf9GsxYwccuKziQXJJNMqHfrXG_SyFSynI" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a></span><span style="">.</span></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/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="font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY INNOVATING WITH AI</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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkoDnrtcLrqSJ321O5aRPeeqx5KG660rs61sN_H0WFX1SqwZT6hzRHOG21DmkswNBVXm4AQoxf-wlAATwRe3xDIie7cTR3xd9qdDYmgy7vPAFw9Rw7Nw7YALUjIHWCSVv9UVgnKwQ9JIkozu4C80DOoB5ZpqyQeVvgDx19I_c546T3i2dQW93bfJgh7uu3HRQTTN3GqUYNBH-I9qKyaWJdPrX5RhJ9GI6BX8eQlZve6LTzoq-CbIdo5Lf_Ja8arBL5_CGfwRpJ_0UR6X2w1VlTUD2hnluXBFKYGTCxnhcTNYq4i_wSz_ZvGzJGv3mUhNlMSg_sLgaycF8LGMOefTYqA0/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h9/h001.Uc1FwvSnOTAO9p958KDQr8E56epx0wINap3R6gU1tz8" target="_blank" rel="noopener noreferrer nofollow"><span><b>Become an AI consultant and deliver ‘ROI with AI’ to your clients</b></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.yBywWjiZ7oCsTrXLmaNhkoDnrtcLrqSJ321O5aRPeeqx5KG660rs61sN_H0WFX1SqwZT6hzRHOG21DmkswNBVXm4AQoxf-wlAATwRe3xDIie7cTR3xd9qdDYmgy7vPAFw9Rw7Nw7YALUjIHWCSVv9UVgnKwQ9JIkozu4C80DOoB5ZpqyQeVvgDx19I_c546T3i2dQW93bfJgh7uu3HRQTTN3GqUYNBH-I9qKyaWJdPrX5RhJ9GI6BX8eQlZve6LTzoq-CbIdo5Lf_Ja8arBL50fPc-7bCeNE7T3szYVC05gqM8ry146jUb5W47t-WysEUQ8oz_oR5sHnNgqmQU1QGB1jaY-BkT8RUj5z2EYzlr4/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h10/h001.O1I9W207Y8Hm0Gc6gJFcYlo8r8bAamfzZZ0WOIAEcV8" 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/uploads/asset/file/bba3cc6a-9c3c-4199-a398-b922de67f687/AICP_Ad_202601.jpg?t=1770019244" 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%;"><span style="">AI is transforming every workplace – but executives are terrified of becoming one of the companies that gets “no ROI on AI.” </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="">That’s where you come in, and how you can</span><span style=""><b> </b></span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkoDnrtcLrqSJ321O5aRPeeqx5KG660rs61sN_H0WFX1SqwZT6hzRHOG21DmkswNBVXm4AQoxf-wlAATwRe3xDIie7cTR3xd9qdDYmgy7vPAFw9Rw7Nw7YALUjIHWCSVv9UVgnKwQ9JIkozu4C80DOoB5ZpqyQeVvgDx19I_c546T3i2dQW93bfJgh7uu3HRQTTN3GqUYNBH-I9qKyaWJdPrX5RhJ9GI6BX8eQlZve6LTzoq-CbIdo5Lf_Ja8arBL5zXsef5lHdfGwMHnaw41ZSzI7fFbLF4D-sCNwRgpbokHtBS83fQ9T065bNzx1D0WPEB0vcGnHzQgSXQ84vhtXdY/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h11/h001.8wGdoh3aS9PWR0m4ubtT7d4wMw_ZCYuGzYxZeHKd2Gk" target="_blank" rel="noopener noreferrer nofollow"><span>build a 6-figure consultancy</span></a></span><span style=""> with Innovating with AI’s proven methods for delivering fast ROI on AI projects.</span><br><br><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkoDnrtcLrqSJ321O5aRPeeqx5KG660rs61sN_H0WFX1SqwZT6hzRHOG21DmkswNBVXm4AQoxf-wlAATwRe3xDIie7cTR3xd9qdDYmgy7vPAFw9Rw7Nw7YALUjIHWCSVv9UVgnKwQ9JIkozu4C80DOoB5ZpqyQeVvgDx19I_c546T3i2dQW93bfJgh7uu3HRQTTN3GqUYNBH-I9qKyaWJdPrX5RhJ9GI6BX8eQlZve6LTzoq-CbIdo5Lf_Ja8arBL5_g0G9S7TVB95L20vvwDjmRklMEuwgPNM9E2umzwBhHUWpXbtSrJXY92M6LSHJJ-87cmkpZ88qsaNoRZ0JDqryM/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h12/h001.wq5apbUpzNLOnXO0v9bHMfMDI4usThO_VHWP5aFSIUw" target="_blank" rel="noopener noreferrer nofollow"><span><b>Click here to request access to The AI Consultancy Project</b></span></a></span></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/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>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></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/uploads/asset/file/11cce582-1f9a-4f62-ba6b-6c32444ea8ea/superhumanteam_an_engineering_team_working_on_mars_--ar_169_-_ec1ba982-7c84-440e-b6e6-d147af0bb9b9_2.jpg?t=1770034497" 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><span style="">Source: The Code, Superhuman</span></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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6A4DShVfV50nL8ANUoD9wjKQcYcajD43UlqD1fDUtW0HsCSks37goLCPM1_Y8wVDDsoicpHsD3CSXqHeVN7azuh5f9ia33pP-v774HFSpVcGGJgnEC9vmjR3FxWRRHtz2vOKFfNMwUnUfrTuf5S_mHg2g4jimbJOsJxDnFuAP5WArksb-Qz0YiiRcSZ8rY-Yyx4_iOyRDG2_WB0FeH7YM_ILTc1IBQ6xkFCd0I4wes45rWKjbyVxkvTeMCQSuc-CKNY5X4NFbapj_Kqx2ZLSYZ4cSbpZx75GJ1H8FaY7Bhs8AENvjCP4K8T8BrS0u9g8bGdtmlqMT5ViU1LGQENveY/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h13/h001.9-gK8FUj858bmRSdyOZPZtK3A2O5r0eA77bYpTgcerQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to ship 259 PRs without writing a line of code:</b></span></a></span><span style=""> A Senior Google AI PM shares his playbook for orchestrating AI agent fleets. It covers how to give agents identity files, build shared memory systems, and coordinate parallel workflows — patterns that helped one engineer merge 259 PRs in 30 days with zero manual coding.</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.tgWOPLtqyPb9_0gOXDT9L1feWvtHBYagihjpX4MhLaMC1mlENSJWiSjv8gmmu4XeTrewqXfOav4KQGpDfQ-Fanh_tY1FTW-BpXtu1iDOnPrBNI45EpAITuBKPCQug1QIS67TM9Z5pVivehynu9MBySXopj_W7OQm80CR6pKXZrD3YyQIGYZBJqZYADYawxTPw1qFC_5rmR5_F9byK4RjQJtvFMOuLDi8tUdAafG9GOoPjV_y7PSgjx3y7x-nDHujOgojAVLZZV8fNnAr87F1WP_YcJNNNoIDw4a4VuwAxfTT0Y9ixl2LYKGeY2sMeiq8ypTTKpKuRtLZG_tPZ7Muqw8onokSRA90MfW5rlVDoDs/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h14/h001.kPJUdXuvP5sDRy4xuJezjim2dd4I-WP4eRkbX-Z3bbg" target="_blank" rel="noopener noreferrer nofollow"><span><b>The K-shaped future of software engineering:</b></span></a></span><span style=""><b> </b></span><span style="">An AI engineer argues that AI coding tools are creating a widening gap in the industry. Engineers who focus on product sense, user understanding, and business impact will thrive — while those who only write code will see their value shrink. Coding was never the hard part. Judgment, context, and knowing what to build are what matter now.</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.AtRzLqL3EQmRcf6rV4XqujFyp2yoPAUoD8rgdC6ic423rGS_wfXJcgYjrQte41UUOmIMVpIpuCwvSFi0cCUztHTO9Rz7tEyhC-WOf3gAQ3K7ychdCDYZmYYohiGEamuKSgffbOSj9xLWNrBBb81JzXiMG89KosR5ICmVaJgXy2mbQNaQTuTKKIMQraZk3rtbg1iBmy1ekjgSMcQIICuJbk44ArQPkl_k3Jq3dWNXax66M4751iPV77dGr5rv1nQrmTdOUbXyZZlUcULVjshBIa0p05OzUkHo-nI45XSbDPTXiWGt1xARR-xG3bpFDwXWepYsdrEnXF5appfJX4Jp6dfg1V9up-646AO1Y2E2PKM/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h15/h001.Avol8doTXf9vCrmPo1sP5NOYBULlprcgUUOdIRJuHw0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Why are top developers managing agents instead of writing code:</b></span></a></span><span style=""> A Wharton professor challenged MBA students to build startups in just four days using AI tools like Claude Code. Their prototypes were 10x further along than pre-AI semester-long efforts. As devs at AI labs make this shift, skills like scoping problems, defining deliverables, and evaluating outputs matter more than clever prompts.</span></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/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%;"><span style=""><b>What’s trending on socials and headlines</b></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: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 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:650px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/4feceb61-8738-47a4-9b43-84b29ef313e5/CleanShot_2026-02-03_at_11.49.35_2x.jpg?t=1770099642" alt="" height="auto" width="650" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:650px; padding: 4px 4px 4px 4px;"><p><span style="">Meme of the week</span></p></td></tr></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>Code Playbook:</b></span><span style=""> The creator of Claude Code revealed </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8jlDD186r19C3bxo6ItMFNV6nQhRvyOx9CVrOsQeJr33TNXR5VgRr_9cT8oRv__B-NkYs2NeGiJvCeMNPcPfWKHuhjz5RXPwnFQcTfE30pi1HJng9_hMClaHTNvIFyA5wWx98dMYmc76xHQMHI6PlNSN2E3xiy6yz2dBmR_WWgW5WnhqVpCKCBWOtnBUksTQEqK-iFzDPCY9aKZsJmWYnk3zcUtFXaQoeJB_QGPOrF2o71qnRqBHQS3l8UvDrf0lYfe2CsZTnjAmcoE5mhTwZ7Pr9dJ4IqO52xxxDANPSjBvhoWxezJBL8Q-QTyS4zOmRIJ9ZilChVdF5cOqiGwk8M/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h16/h001.fP2vm2lHhmqqXtLtpK3YUePHZLc0gYXKRoYvbcl0PqQ" target="_blank" rel="noopener noreferrer nofollow"><span>10 power-user</span></a></span><span style=""> hacks used internally by their dev team. One developer already compiled them into a </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_sCYZV6B2xKg_uzEGhBH6xZhbxyBa2lNYi5xYJh07t71z-jDbz4DQ767fo1wDyIotSk08weu7WrSICBhVBRGrjCeodqqwHZ8NJrwD7OFopq-aYZv6Idfc3dN-fsgCrpqxNs6GlCfxIdJ2HC2hQMa0mHqlz3C0irZGG_pAACZfMXed5OWx1-6v5GpQc47s9Ss_4MtsMXQvxI-cr0QSewT7PO_5jQOI_MeSIC41v5IxbvFz0JwLfDe05DV2SrAfNOECL1gKKxz5-AMAhXNDfCuWhdXHus0KObols2IzkCdA5wquGfcD6WV_puI5YuNxEq0JNIv6tzlvTsJSRdE3nnbaE/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h17/h001.c1wziRguMAndwmeCNk2xbRUGAVZT6RDvgoAXBUqCIXY" target="_blank" rel="noopener noreferrer nofollow"><span>CLAUDE.md</span></a></span><span style=""> file you can use today.</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>Keep It Simple:</b></span><span style=""> The creator of Clawdbot (now OpenClaw) dropped his </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-DvyyQJdytmKLVhxdmT_qFhbICN8I9Vf-7agJ-0ByyngPDqOfl9rQNhc9pFBpBf9I2j4xbxian4OEuwtpTunmXEVcwKOp8ZY-hZaQrRQ1c6Cv7TSXCwSvZMuDwLEmexaPxbGyaKHs7MRacJfY-xRSMMobapvBzPhL1DmSiOxMUckSLf-rVXh3GIZ_U1EInAc_RjwVhKGG0DWBtUcJTE7aMc80ygUVwYU9ko8otKM0zbpiX_G8Fu6qmx3lCqdLv-rZXK2-BgtUzYcdBDr2bmrHZ3TYs5b_t8ebKIi4fdO04kyD_VfVy_VfkNnU22QaAddYONZ2Fxf72hmhoWUorGoYk/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h18/h001.ZR2HpeNP3pOKsJV-ATPJTXd67Z6Z0zK-BqA31mKimAM" target="_blank" rel="noopener noreferrer nofollow"><span>agentic coding workflow</span></a></span><span style="">, and it goes against every best practice. A must-read if you're getting started with agentic coding.</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>Mission Control:</b></span><span style=""> A developer built a system where </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8qUnmv6g7Emi-gcnd4Bf7piAA56yBiZ3N6OmAE0puZoj95LA6M-APqFmrumY54QXJwpney0l5BLiTdgGV3f_LNr0S1ZML9nrHNl8tSxN09Qs3MGsXX-NbPsWsvL5qkDI59aiuJFeSBOKv-C032IxCyktELNuu9iC3vQKSY8vOe97-fVSGaAbKaVIcnSQZFQt6SUqSUvAu-v2xkAZCsNq0vh-1TlPSCD-m5FJBNy1LqFrhz8VTwVhl7dso4dMPC89zlrlgV4VO51YAJDSXmjrFVH7S7tgqkhbMK-YRlav70rT9bS5Id_oJr81UKBpo1WuUFTAOgAF9_kwpTzWeNx8-o/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h19/h001.YGIlYEf8PGtcKLvJtzhaTwL7kpi2gFZQolZD9s5FeP4" target="_blank" rel="noopener noreferrer nofollow"><span>10 AI agents</span></a></span><span style=""> work together like a real team. This guide shows you how to replicate it using open-source tools.</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>ML Roadmap:</b></span><span style=""> An AI startup CTO shared a 50-hour curriculum to go from </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1ERalTK6q5Afge13KdmZk_sTMWQNz5gXv_3cBnYpvPy42LmwJrB7EIicIjWWwFiu-ZyuBsPuhS5BYSR9mrCTr3OXG3VimB_pMOzXAXsYR0CXdBJkCfVjPjBOfiG8JohDfVEiBgJ6wfOXmezZpi7QiM9zsJGg8qKGxycGtLdyfHmdzjpbWeLZLNvZ96IZta4M2Tx4qqR-YXXs-Xjm_bLyDq0sh28IDtOdfbzzaURVNSQTnQ3wUyLG0c4iMHFzPWUojJop_WRABqA1sE4bCdzumsKnw7uW3cs_6K4tGXYXtUbey9sLC7WnxZTJnSDyx3PlbW5GRe6ozudepWiivSGOC0/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h20/h001.ENDLiYKov3hVwQNFjA-3Bzt3PM1PCMwhwqCjsKahSDg" target="_blank" rel="noopener noreferrer nofollow"><span>zero to ML engineer</span></a></span><span style=""> — using only YouTube videos.</span></p></li></ul></div></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 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="">Claude Code </span><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6OUThKZPtznLuMKCXD39bV4WTHW4Efb7niIuQ3QuFaEbwCNh5ee4Fh2JXptY6Q997mA1laNUCHaTTl9eiim1VgJaN_7--l4nY4at3C8ntMGgPrjQ8MI0OhKtwsaEp2mEi8lP6Ra3omaT13jr6qhtz635viDxFFpn0dyIzjFtgIObvaIs9cW80TjItDJ_o8YcK9Gc4sr3aVGLJDKQxn94l1qTpfh9wYJJRvmbB12tzR7rr1kfG3Q9SbwD5bPt0oZobmR7jQcXSvYodL3S4-kUK7Sp4eQBB-l_Fohvuj4toOsXuU84bRe-OU1FSLVKNi85dsSl_hJO4cnU1ZHkBoZI2A/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h21/h001.0cKolqy8-pj0zKN2JhHcSKS2wSCADTZD7or6uxaczrw" target="_blank" rel="noopener noreferrer nofollow"><span>launches</span></a></b></span><span style=""> a playground plugin that generates interactive HTML files to visualize problems beyond text.</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="">OpenClaw </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhklrND7hl9G8TdefWv47B1Uf_Uq3DOKsrH4vsIkMXztbdNPUcZCsvkbpOCEqfcidDT7BG9si7Jl_HnmUGGg3sAq3KKPlgvMrWnn-sS2KCqGqcRxM3sxwYldeUfKt5C8AtXLyzGw_4O-SNZKkR9qEhJuniQ4bTM6_CaDzdFiT-3KoI3OtNx2-gxbzHOc06G80ZkKKhwev6auSrX9ucG4AedvsZaqlrZakMQpvUAgya0stN1JfnMafTu0GMXLjDskwQmCwZuSkEK4AVGAfDluPzF4LEgEp3SVmUy8LzC1vhl2oNdzGiFKcMlwTYLwKOxSgxgXxuAOicKM_auSrVe9WcRdw/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h22/h001.H_3qTb8c9e8E1d3WXIImBkSfzenzXnQUO_ufMlbH5Kc" target="_blank" rel="noopener noreferrer nofollow"><span><b>ships</b></span></a></span><span style=""> shell autocomplete, free Kimi model access, and community fixes for self-hosted AI agents.</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="">SpaceX </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqun9ERILxkpqyO4lr8_MaKkQmprUqay414NzAkcvNNV_xtNtll3NbOttJv7Xz-dCNru1Hk0mhCTiM0MOyAUMrEgTTrwdLbpHDAn1F-jbN61xthh52y5Tp1R1p9fZZmhcfKetAQcfTvFT4JFDskG8BlZqBqiPGuuv10etMxfZU9jiRrJLKpx0qh0WsMRJ-PmSQ8cAfbrmB-YU8NndZRs_LAJwF7vH4rmmL2z3Hfl9LdCNcUXloSAT0f8qyKJBxBs-RlBa5G-ropLTLtjHFc3NKybBoxNX5a9qZUU_VHmhEXfwIUixfNCNJeWJ9hLqqEbi925CmAwnxhFwDTOuBY6pgDbk/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h23/h001.l0CqUlKzRZ3iA7GZCUY3jp0TyaqI90dfLDZIT4VrIYA" target="_blank" rel="noopener noreferrer nofollow"><span>acquires</span></a></span><span style=""> xAI in a $1.25 trillion merger, with plans to launch 1 million satellites as space-based AI data centers.</span></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/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" 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=""><b>3 Tutorials to Level Up Your Skills</b></span></h3></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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwDO8pSfHdaNHr6ZETYFN-kR11zQT94RZfyew1l7QqtyS1nzXVHllmdn2M8Z03YyhY9Ye3wrdBRRKqGVM209XHcbGZoJfVUVKtvrAlKU0QBMGbgUmoR3Lm-it2VsBfSmzXz5OOyNKYFKeuaaaGFAocCKdP0l0ndHEoa-L0AhvdUbiteIQS_O62PtaMrk8oMIQfdDoUPhWopIjadpG5UUjIWazhnFEqbJWt47vsYDPppLyS3WPu4iIPz9UFTA3UcbqYitZJ3UppWXtQn_DGlraoGrX8JZU3xKRfj4PFUPj_Dew/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h24/h001.wahGY86imRv9a-yWb-NIY5jNJIr-4cPGb_g1LRragK4" 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/uploads/asset/file/b135cb4c-5ba2-422b-b241-abf2292d79c5/Untitled_design__2_.jpg?t=1770104582" 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><span style="">Click here to watch the tutorial.</span></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" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwDO8pSfHdaNHr6ZETYFN-kR11zQT94RZfyew1l7QqtyS1nzXVHllmdn2M8Z03YyhY9Ye3wrdBRRKqGVM209XHcbGZoJfVUVKtvrAlKU0QBMGbgUmoR3Lm-it2VsBfSmzXz5OOyNKYFKeuaaaGFAocCKdP0l0ndHEoa-L0AhvdUbiteIQS_O62PtaMrk8oMIQfdDoUPhWopIjadpG5UUjIWazhnFEqbJWt47vsYDPppLxllVOfkN2JSCuQwYX9mLJe9L5y3EAKWHhKq6REkfU-R1A5INTk1-9-cEO3L18-ryQ/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h25/h001.HVO_FmuUUGN8ah5lEP1SKdaU1oZpbf0sdSEoGzWNaEo" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to get started with the Codex app:</b></span></a></span><span style=""> If you want to dive deeper into the new Codex app, this tutorial is all you need. It covers work trees, cloud environments, automations, and how to parallelize tasks — turning you into an orchestrator who can ship changes across several repos without losing track of what's running where.</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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwyner3h1bx4W5PnyKzxzEoeQwlNut4uB9HWAgOH69AJ0R9vHj7rTyiUtWgJWSUA1gfa0pfGX6MJFHRPDmW48JG4-u53PeMUu5ZvvcSI46zUA3MOmS9O390n6yRu5CR2TImc-d0tsYPlgYCNatIi-4Cbck242yuPciJITpU9-mQg7fbV50oW9yXUEIqCaBbXSzi6-31IY55fMn9VkR8bVyjyqlFmaiOtfkb42xgYYMKLs1mdHEFY1OxeUXJCDWoI1BVHX-jiuHe4a4Ul3gYXumxC9_DNXz5Fyn2xPOE2qjg-g/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h26/h001.wFnqkTGyyN80XoXl4LjxCZUat9Y91s05mGHnYsQnXMQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to use Claude Code like a senior engineer:</b></span></a></span><span style=""> In this tutorial, you will learn to optimize AI coding workflow by using Mermaid diagrams for better context and custom hooks to automate quality checks. You'll also discover how to build efficient command-line tools and use aliases, helping you work faster with assistants like Claude Code.</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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxAFfd8b5n3lFeS4kfr_O7ia3IiaqD-7WN17ziOcHqQ3Etnn2Fv-TcVVY9ggKNoF7-wDIipS74qX-TcHdueWiu6nb5EEnOQsvySZSXmLpHyJADfA1LBSODMrzgtVOV71CCCAxfD0Fb-EpcdGYpWKrZkj6Nof4MhDUGdN2iNywUryNtYM_pMN2syqp5IPlS-Izp5vgLcGVjPC1DREO5TJE1qjMOqnPy5UFhB6sKmpS-gWg1AoiY3MoORirqzZxB2zEWVQjXENGE_1-qxquCvM9SEuhPmQqu65_R02MpUMN3AfQ/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h27/h001.mqQec29tGE4AkZEvhamz4lWreni2r5eWFRY8YtXFWCk" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to use skills.sh to customize Claude Code and Cursor:</b></span></a></span><span style=""> Skills are markdown files that give AI agents like Claude Code and Cursor specialized knowledge for specific tasks. Vercel's new skills.sh CLI lets engineers install community-built skills — from frontend design to video editing — or create custom ones for their own workflows.</span></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%;"><span style=""><b>Top Repos</b></span></h3></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><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkpl_zemr5-w_ItP7YpcSzEPAmYyxRb8XseAEiUmOUpYpztJ1V-lfsbdEKcCKsKjYuPbVNjYDmD5jMoIZ-CNI1GMH_AgixGQ9Jkc2UK5SG1kmm-OKsC3DW9ZKse6nZ2m7Lnm05nau9IGvyoXtoG9ibsR-J5gRs2cS9xEpeuL4HeRi125EiW8SSuQXaQDGPbjKWWAVkfKhkrpFUJiYuDiFnjX7dnQ9HtG-S4mLjM2QEAAaIqzIdT4pRIohISgcH4d7VUr4cwtxs0OhM-ex219bWALfjKrugr4V-UKJzcp7tEw83ArneSachZ_ykYMJ91iJ0Q/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h28/h001.2oJCrtNKLa7hliQ4Uv6TzmjpvaXm9Uwp__NY_2hhH2A" target="_blank" rel="noopener noreferrer nofollow"><span>Voicebox:</span></a></b></span><span style=""> A local-first voice cloning studio powered by Qwen3-TTS and an open-source alternative to ElevenLabs.</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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkjH4NGR202ygxBDcGsmhRB9wycrxNz0vyKBySVdcFHvJJ7e6-d961fmQNTc9EfTzIpKl-lnaVqOqko9AAquyKZHOea_B9Vl-pFvLlC_L-E_RZXZGfAaE49sxLhyuRwbaFXprGQpm2rF8m3JxGPZxtsI2wY0P_41YLDHknLUdeG6ceVNXnu-ElP5Km1efT8Zpe0xcCCVC4XEd8XQwR1mQmDOUmnhBynRZ0NN0arY5P6BnbaaiXVRfebsVbpNKeBjII9_s-9EyBAWHPMBLtOQXT4lh5EM7yr7sTJfUyRBiSyccs11s6ZXEb-9nduSro8L1P2_Rtp2bIXCpJtY-JODzfWk/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h29/h001.foDXjp3hfUTbiDzO3cXNdsNQO0tTI8Db4f2KcxhWJVo" target="_blank" rel="noopener noreferrer nofollow"><span><b>Learn AI Engineering:</b></span></a></span><span style=""><b> </b></span><span style="">A comprehensive collection of free resources to learn everything about AI/ML, LLMs and Agents.</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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhknbU8CsNXJvKnkf1gOVVIaS2il70Z2iievrtuHWjfrz1Z8vuBMX_mX9qcwkv_Q8UeXop5s1TnQ2vAvFZdEuMQE1V-S_bgToH1q3ApVE4-ZyiPmGTkEad8JX-5TF9tWPvTEfd2V0kKl0JdvlxNKvNpJceLseLbqCIxd90bnBS1W_uoUMjCDTQuGJ99vSHqzm5VntRIBrTg8WCvwOPsuWICKqarezYqugvIDJbJHIEm1SepVaTziO-JfaT1vOA-n6pWeTbM_hd4kED1kNHnp3nH0x2puE7hgxFe3LHtesX8w5Z3kHEHAfhY719KDGD10mgLQ/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h30/h001.9YCWwQ30VBFKGOwSEHQnQH8JT6b0TRsnNhnJ1RLqk88" target="_blank" rel="noopener noreferrer nofollow"><span>PageIndex:</span></a></span><span style=""> A reasoning-based RAG that replaces vectors with a tree-structured index for document-wide retrieval.</span></p></li></ul></div></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%;"><span style=""><b>Trending Papers</b></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%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-gM3DIVsoVyD2ZdSk6w2WR_UT3LtwOoSdizByhk-n6u5bY9gfrN57YE2eGE6INZzDbUWgPFdRTSZAROtP784wO7LZ5OL39RPo85TBYGR89duAwrwOJMSv24MhrVeLH5kRc5YikS6fviWKIbo49SkQ665nGfdMpNfqL4FpPdjCzXI1_X2yNFepfA1QvsXw6WQcbSSd_M7FA87jfFS-W65y3sQy7k9h0OinHEeBmlAfA65U9B6L2tB-RMHt2dnd7pCw600t4PYjktdcw1sq_aI2u3ziUac1MqbbfaqKnWjPfY8auwfXF2v4D4FFEPXe36pyuo_ieJk0V2zZTaJlfdo1I/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h31/h001.lGIbPrNwlF6e4M8VdmZp2O6Ng4eJIg_R_ybmqI_aaHA" target="_blank" rel="noopener noreferrer nofollow"><span>How does misalignment scale (by Anthropic):</span></a></b></span><span style=""> This paper explores whether AI fails by chasing the wrong goal or just acting randomly. Turns out, as tasks get harder, models get increasingly messy rather than systematically following a bad objective.</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.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g_b4nXffBmPOtXDh303xNzgxa_1FkoCW8skeRe2N0NnPVBkQxpW9s1F2dKfTiAMYxW0GucbOPMVeeSuBVoKIgh0-dZ7Ae4PWeha1A-UJpX5Xn8dllC9Yac0XWTgjKMTTdAk8huNDGqcCQSbEnGi_1gJ29IxqMSigOKi6-bM758Us9XAgviKyz1rhr8OZ4E0m4I1Fn7yfEDKoH6KFETSbmqjxiioXE3rTYuNOHMEzH-iktkNLYnsntqJS5FgD5-17BHJA2hS4dszO_x7_DJ-P3SYNNO5TsYzrh8I9-OpuNNqKvV6jWR4ZKN9H8x0QWNkFQw/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h32/h001.EMdEvoQE6SqlNUpqUP-3SzPItagMFdj6sh2JmStvVU4" target="_blank" rel="noopener noreferrer nofollow"><span><b>How OpenAI uses its in-house data agent:</b></span></a></span><span style=""> Getting accurate answers from massive data was frustratingly slow and complex for OpenAI's teams. They fixed this by building a custom AI agent that uses deep internal context to turn natural language questions into reliable insights in minutes.</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.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjMCpkDkrYVCLy9WOh5blHQU6bdG2-TcdsiuN3nQbiORWjgzjvuC7xmC0udXCniYjnEaXpJPMvVzs5AMujd-Sldu4lW9DkxFIatW8p6GY03iSy1KPsXb6ZuQLm6LCN-9rxd09SERBOgau_rTWEaeb65x66OTaKRrnFJP9Ti-nM1bMvYbEIQ0bqbzIbAmympk2LT1DrqG3U3sS3OvNiEVGAjgK4EvWKMJzeREH_iU2avd7YjcCD4zqSa1VOxyLG4zDxqQwIFpk5Hr6PH-Yt7MMa-r3489pdUkNstNR-WHPiB_GA/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h33/h001.Pn1OIR3jcD2zR3wpRx4XJtfJV7v9x43YEa5GAVwllzM" target="_blank" rel="noopener noreferrer nofollow"><span><b>Self-improving pretraining (by Meta Superintelligence Labs):</b></span></a></span><span style=""> Standard AI training blindly copies bad internet data, embedding errors and toxicity deep inside the model. By using a smarter "teacher" model to guide the process, this new method builds significantly cleaner, safer, and more accurate AI from the ground up.</span></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;"><span style=""><b>Grow customers & revenue:</b></span></span><span style=""> Join companies like Google, IBM, and Datadog. Showcase your product to our 150K+ engineers and 100K+ followers on socials. </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585KGa05QZ-u4YxQKCpdk6OteUXJd1STmYDmf4QuRzCFjDnFql13qwzSirSOF26O1xwZfm3CQ0zrEbkSQ6wE2H1hxFWlvMtrZGzCN3XeYU7XvwZaWC7V63LNIGPpAxR7Qh7iqrXQ9ooic57xFJPW2IsciALWpNmLkg7QH0Tlo84aIXDHxDuqm4oLbQ4ILQU6b_eiVENFfFECNXPzed91ouDGg/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h34/h001.8fkiVIy0F6xl1c0kADuUJp43wiYn7b0CNPEZKGOgw1E" target="_blank" rel="noopener noreferrer nofollow"><span>Get in touch.</span></a></span></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%;"><span style=""><b>Whenever you’re ready to take the next step</b></span></h3></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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IqUZOML35pbZylK0LfuECGggwCPybOvyZDsxQlJ2zDE00KML4POaq9gwK9Wd60lUsBtq09jFfdTRYAvkKWERO-bjaanUGA8aCQcCsmCM26CmCjje4OOpD4rCzDquv_5CYRQxrbgAGRi4e0HzSaKrCqf__bj7xY0YohuF_g-XT7tWjFKKnG7WGXzLEQl7WLl523AeNNzRGZ-KWGgMkvzUBCx9uVL1CIZdcSoPjNKPoVSlUh8Ah4wVzr2XIrT9q-7qED1eeihAlrrhs7wQdy176_grm4TM1ib2oqUw6RwCxeFvfF6aCKmJztC4f9GY4lNlA2DsmNj_Qov9nrxJYHO5vQ/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h35/h001.7q9f4WdGLgxmPg20NHvipWpK9tN9q1Swh68f-v9wi-o" target="_blank" rel="noopener noreferrer nofollow"><span><b>10 Projects to Master AI Agents</b></span></a></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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbPNkeEXWjZYEWczJRaIh9QkN1-8f0G4QV7PWDn0_zkFa-30QpWCeL4r1CjNPHoAHjX0bRFM3_eHUG02bnKJUWKLsSuey9ho_kBdXiIFd6UWCsrreAuH0gC5gP8QkIfVUAQeX4dbmLr_7aok2Wi7RSm9RWtsh_rYGbdJnqbVQ_vk333BIjFx-pXZ_6SjQuAbt5AT1-0UUYmBcDS0kjrsQafxPIyzkVIx_dbmQUg2Dn4XGPAFeWufW3vYePPuxaPqRuM-HUJiNU1WMRezEmI7Ed5AakafzFFr58NGEwlag3uaHLxODyaYZAEVqQLpDSwbHw/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h36/h001.MMcLe7rOazkSsydrEeOwXv3OWLMO7sPBiL4-0J4dDxo" target="_blank" rel="noopener noreferrer nofollow"><span>100 Pro-Hacks for using Claude Code in 2026</span></a></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><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePTOVmGv5CMvQSKy4B8_MzjJ-T_0-Pcdle1Z1qpk7AhFKkuidNc0bC6tUHrBZtKepiuu1rghAB9NF_F6JLKDtHAvopLx9qJpL8eDbpX_fgoqJFr56R5qxIWeP3oQUZ6lP7taEfeG5ddznbQ2OgPK3wAA5hqKVi8vQ0SzjyrHioNYSMRVMktRrQSqVIXHe3XA0AHMeXpuXCyCp4K1Kl5nAAUk_WPeaQ-Bt-LFQeHQWnhdBCjF7hcfiG_rjhTwj3h4uRm_EfNdlBD1bwzZQBEwAJKe52SsK_YtfZFMI9gSkaWCSaO0zhgJkAHWCkuMWKEWj0g/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h37/h001.EyaqyU8d0KQqxVACWZj8Jl0pQidO178GO6_WR9tEQVg" target="_blank" rel="noopener noreferrer nofollow"><span>Top Resources to learn Claude Code in 2026</span></a></b></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><a class="link" 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href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2JJ1WSIxuw-7v0ZBe49kAz3a1Sf0_emaOuI8zzUKVTNMafIq_v4-y5mePw0EoJ937QC9wmZGVdz0Bh4Wb4M7bZ4nFgs0Xx-THXGtSfiRNRpbV6xzBPG_Cs3vLKQ64HL-DdVSi2UQAkvbn5zPczNbtOjkUHGhv6zwBdFpwf66XpS2diqI6hog8yT8A58GzMh9tUmyA1fdGZiLZ6WBSX3A3GxtU5jEMgVydQZaojwE9-i2cvNm4MOAik-t0LCfWoN9nauNYUCWvqBjrf7eXLsEN60/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h39/h001.rk2H1PkzaLzuzbU-1N3zMeJf17_dC1hOU-asQ6ZpT6Q" target="_blank" rel="noopener noreferrer nofollow"><span>200+ Resources to Become a Great Engineering Leader in 2026</span></a></b></span></p><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></li></ul></div></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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GEcnAraq6ZPUPxjAa5WvsID_Xf9oi47ZZ8HKN-XZjyZWsPCdxRfR0FL3oz9fQ_qleDw1VFlN7dDPcm6CjfMp4XAPUv4xud_z_WJe6pKNGaPH3NHBpvrQSmsbJTrSymlV5K2ip93JX4LSL24ODUx5YSCCqjLbrflRKS_m0bu5golaYxN9K26eit-GRfPkWovOLoyHaAgkqb99esyhI-8lkLh5EEeZduoCi8h-kY7FK9iyoe1e8RTASBeU5ed0F-H4AyosrVLMuoOu5F8kXHE-dndtZqqiE463Jt6oyAt-nxUuen8nYl_yRPme43SDjyiqoKJBd2mPc-jZwkk845jr8GYkLbbCyXCiUEz7wcXI-jHwQp5ppW7bL6Yw7qM9X55rjWgV2qvkTLjU5y4fXNu9qEkBom6Cw9oY62iDKtyytpDe83U2tjbiYcaEn2vj9rj3d3u4_isxyBEU_kwT_ujTJWstXaPArE5DDljWlJr7m955VtYO5Wl-KmiNCjeqpBxK594mJbKaYUodcqffj21gSQvX5z57UJxT1jSh_LFhOpoUJn9VkrwJyeTWzpxQ4d4ptMY9MCI3smHulxt_6-ZZgeJuRuTof5C95glxXLIOqJgKsvvUGfei3fduZo5ZFJ04ziLWwp_hySCXIdvr7nJrgrUM8LKRB6pNyFr8Cd1R77QXRARhBYIR8N0j_VwkfuzJ0UIhiT4KYIWMYoPPp2mHjSUIz4-wUhQseE_ASDMQYfNI4sT6rSrylTIEj-Q2BZzdccBxIQcZoIGMkwrRwRHf3rCAB3jnXRbabb1pS6-j2-h6eJl9ybZT1ItmLnpFxq3H0zG2ZqTt0iZIvjHyVdkEx2wvWRKIkJFglx3QXR6pgWqTpfj_pmVRqU7DZrTD1rFWA5aH7vXiHkepX4IFyPEkkQWh8fTyuYglac1bDFnDA81WgZN7AnL11-eVUWc20lF10Y/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h40/h001.aDBR0AHkaWK1aop8JSd4PeCt3Ag5u_cKWKktypxLf3o"><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_h9ck9FHbNIevKrlWMRI5MbsWr7FXtwZm5-B4L4sPECUtHGfjNRN6QWQgiVokzIQO0jg8EfEXF8cTfwIMAiWqjPgYuAI9Vs1gsowCvX7yZI8UHLGh440IgcRILNU1sarGqnidoteCaTGKiyx7qWyj2B8CgnySzeVpgjR4_g88Y4Ofdk2Il2yF9jjoOVC2RKaAZzI5yGjYBN2v2suLgkIWQv5b5QHyKpY7c8v9mDR6mJAg9r6gDrSDfQXIzAC3dMkut8zMIzOtzUZ2xXMujmGAJlZiyNFRG2vKwVN2BqwuFQfwKHaggcKDMw4TF0tX-3aU6a6C6KIpVh0B4yAeMiwqqAb6QzW1njH5a56XBiEJzh7oeXrSWkpeDJaiXjVXNAAZLKg9K0Bgr6fY_RIhtA3kfP8OcbolVW52iZcdaI0O_MQ9Kx6qIkgbOhGGWdgbDSw8EtUBlP8IxH7airU2CLAx0bzpFRgI5tgbqtg3P0aSO0bjTd74p17ovguVejmbjqwmAOsRsykAqAyK52kGZtOwivM7Izr0SMBYOmTqfVGAzGz1k4nKiZvUDlmNdR2YJXj_TQijAa9-UApbZiY7A2tpJSqyFpX-YNw_s8egYMue6u89GdSi9hiNVWWZtMKmk2Vm1gLtkPrAJLeQkCoe7xhOo7wPtuOXcVfNRE6ly7CPYeCoiuMskpBJOW9HMfa_plMBq4Gzv_0uSgYWUBmE7-Kl9uKNLUHR-cKTOYnA7KK4m3rEUGjIkDFr6X_O3A_UyJ7KBrL7FqA59UPkcVckRaZaaHCu06lELMuYppGZTMeEGT_TclzvwkRpd5qK2kED_SmJYP5lcVVe3JZYQJayhLvbS-2J6Eo4FTb9d6MYtVmdNHiy_mPL27tNfgkXdo4ZPpA6A-ndXX7a6jhRcLkvgfT8GO4fSUiJmfuQGrnlA_XaI2RRfgIJDKQn5csGzQ7ZheX82Nmojks77E/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h41/h001.1_mU--NvvFLWBAMD1OeCRmTdE5yZC_yK0k0YflKOU5w"><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_s6AftXBC3OfCry1RhC0tiiSjaJo2ORj7m5Ywl66euX_hHNs_VzzuKAIjSV_tI6n21WQWtEcqKlth1xsXtcob2q6wGrL2pGvO78HKJrDaCkddmDM4t1-P77GCE4U828hFzsaADkQejQ--c4A1zrkXI0wx5UQLScAijVREA3UD_u9QCPe99TbbKbJXutycHHWOYGzCA_bUSkf0xRsMLxEnAvyO3ml7nRILw1zbxuaAhGhAC0bsjtFettH3iuk_WNdi-ktJPyz7_gBI69N21YFGp5SshH4yy4EjSXgu7udoPCticigAGZOioWsjy2mqY_mKM61JsXeH1udAUB97eRARzniRrHAuarDtb3bFTuiinZRQ2C98O8tTsD7rjepH3dK8yjo7wElfmzuMZIFvji0oy4wn8gz24A9rSK-9JlNxc5h3PJ1-cot35DnSgrw0K3uFapXghBGyXfq0GwFU731y6I7UMust7_hHhYvSfRHAdiu_ViRIO7TwPAxWbGD6Zsepf0g0pitvvh5OJXfmEcmHGB4fFyXTfXnM1fcRqq9bV1tPTiXX39pQzmHGKLx8x-0rkh7qHufT_iKVls1gdmc0Q6tEP2bC39xAStOMwbaL_Aljfc6EPEHNmPRWhiUripyuf647Dh-RogF1Vxhac4UwZbQTKLa50Lm06c6Pn2o3scfGaZOYyqPJuF-ZAL5U8YAY7hY4Kv5-KNP8BppogrQOMdjumrFdNhXkK3MXETVd8IGF-WJNf0U66Hd-GMWXedx3ONKVxehdYpzd_L5Dll6IqU3C_pZ1CjGongOGlTZW-m2P63KTAiZVZuTp2AIXgGrJcxBTppmq1MWN3QtuTD2DE2peMx0HjXgZSaTIKorndOfMBzHPoL-MJbaxftrzD72eTZ3VZ5o5e06cFo4PgvnP3Haw1nQdq-MifwZtNmBK2sFRedLbL61LIySEE7UJjNFC695dpEnfJhH06AyyUY/4nu/eGXoSpA9S9uaYzh_zKKmJQ/h42/h001.adTiNhX6dwE0Kta6hPR8eIaF9FuyfyYwxmaN6rQP6L4"><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%;"><span style="">You can also reply directly to this email if you have suggestions, feedback, or questions.</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="">Until next time — The Code team</span></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 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**Welcome back.** Your role as a developer is shifting. Fast. OpenAI just launched the Codex app, a "command center" for AI coding agents built for a world where you're not writing code — you're orchestrating the agents that do the work for you.
Meanwhile, a Chinese AI lab just dethroned PaddleOCR and DeepSeek in document understanding benchmarks. And yes, it's open source.
**Also:** A social network for AI agents, the ultimate roadmap to become an ML engineer, and how to get started with the Codex app.
--------------------
### **Today’s Insights**
* Powerful new models and tools for devs
* Creator of Claude Code shared 10 power-user hacks
* A Googler ships 259 PRs without writing a line of code
* Trending social posts, top repos, new research & more
———————————————————————————
**Welcome to The Code.** This is a 2x weekly email that cuts through the noise to help devs, engineers, and technical leaders find high-signal news, releases, and resources in 5 minutes or less. You can sign up or share this email [here](https://superhumancode.beehiiv.com/subscribe).
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##### ** THIS WEEK IN PROGRAMMING**
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Follow image link: (https://x.com/OpenAIDevs/status/2018385663457116379)
Caption: Click here to see the Codex app in action
--------------------
**OpenAI drops 'command center' for coding agents:** The ChatGPT maker just unveiled the [Codex app](https://x.com/OpenAIDevs/status/2018385663457116379) that lets developers manage multiple AI coding agents at once. It runs tasks in parallel and includes "skills" that extend beyond code generation to Figma design implementation, cloud deployment, and image generation. Devs can also set up "Automations" to handle repetitive work like issue triage and release briefs on a schedule — even while their computer is closed.
**Z.ai open-sources state-of-the-art OCR model for developers:** The Chinese AI lab just released [GLM-OCR](https://x.com/Zai_org/status/2018520052941656385), a 0.9B-parameter model that ranks #1 on OmniDocBench, leaving behind PaddleOCR-VL-1.5 and DeepSeek-OCR2. It excels at tricky real-world scenarios like handwriting, tables, and code-heavy layouts, while processing PDFs at 1.86 pages per second. Watch this [tutorial](https://youtu.be/zyeu4g2CBvw?si=RIeZagewqKeSacE2) to run it locally.
**Ex-YC founder builds social network for AI agents:** The viral OpenClaw project just spawned an unexpected offshoot called [Moltbook](https://x.com/moltbook/status/2017177460203479206) — a platform where AI agents autonomously create forums, share automation scripts, and organize at scale. Developers install a skill via Markdown instructions, and agents take it from there.
**Grok Imagine tops video benchmarks with new developer API:** The Musk-led xAI just launched [Grok Imagine 1.0](https://x.com/xai/status/2018164753810764061), which ranks #1 on Artificial Analysis for text-to-video and image-to-video generation. You can generate clips up to 10 seconds at 720p resolution, with native audio baked in. Instead of re-rendering entire clips, you can surgically edit objects, swap scenes, and control motion. Try the API [here](https://x.ai/news/grok-imagine-api).
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##### **PRESENTED BY INNOVATING WITH AI**
## [**Become an AI consultant and deliver ‘ROI with AI’ to your clients**](https://go.innovatingwithai.com/consult-the-code)
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Follow image link: (https://go.innovatingwithai.com/consult-the-code)
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AI is transforming every workplace – but executives are terrified of becoming one of the companies that gets “no ROI on AI.”
That’s where you come in, and how you can** **[build a 6-figure consultancy](https://go.innovatingwithai.com/consult-the-code) with Innovating with AI’s proven methods for delivering fast ROI on AI projects.
[**Click here to request access to The AI Consultancy Project**](https://go.innovatingwithai.com/consult-the-code)
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##### **TRENDS & INSIGHTS**
## **What Engineering Leaders Need to Know This Week**
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Caption: Source: The Code, Superhuman
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[**How to ship 259 PRs without writing a line of code:**](https://x.com/Saboo_Shubham_/status/2017801963195220401) A Senior Google AI PM shares his playbook for orchestrating AI agent fleets. It covers how to give agents identity files, build shared memory systems, and coordinate parallel workflows — patterns that helped one engineer merge 259 PRs in 30 days with zero manual coding.
[**The K-shaped future of software engineering:**](https://x.com/ian_dot_so/status/2013316676637294890)** **An AI engineer argues that AI coding tools are creating a widening gap in the industry. Engineers who focus on product sense, user understanding, and business impact will thrive — while those who only write code will see their value shrink. Coding was never the hard part. Judgment, context, and knowing what to build are what matter now.
[**Why are top developers managing agents instead of writing code:**](https://www.oneusefulthing.org/p/management-as-ai-superpower) A Wharton professor challenged MBA students to build startups in just four days using AI tools like Claude Code. Their prototypes were 10x further along than pre-AI semester-long efforts. As devs at AI labs make this shift, skills like scoping problems, defining deliverables, and evaluating outputs matter more than clever prompts.
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the week
* **Code Playbook:** The creator of Claude Code revealed [10 power-user](https://x.com/bcherny/status/2017742741636321619) hacks used internally by their dev team. One developer already compiled them into a [CLAUDE.md](https://x.com/EXM7777/status/2018022297345654870) file you can use today.
* **Keep It Simple:** The creator of Clawdbot (now OpenClaw) dropped his [agentic coding workflow](https://x.com/petergyang/status/2018036657484894386), and it goes against every best practice. A must-read if you're getting started with agentic coding.
* **Mission Control:** A developer built a system where [10 AI agents](https://x.com/pbteja1998/status/2017662163540971756) work together like a real team. This guide shows you how to replicate it using open-source tools.
* **ML Roadmap:** An AI startup CTO shared a 50-hour curriculum to go from [zero to ML engineer](https://x.com/ArmanHezarkhani/status/2013608521900683765) — using only YouTube videos.
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* Claude Code **[launches](https://x.com/trq212/status/2017024445244924382)** a playground plugin that generates interactive HTML files to visualize problems beyond text.
* OpenClaw [**ships**](https://github.com/openclaw/openclaw/releases/tag/v2026.1.30) shell autocomplete, free Kimi model access, and community fixes for self-hosted AI agents.
* SpaceX [acquires](https://www.spacex.com/updates#xai-joins-spacex) xAI in a $1.25 trillion merger, with plans to launch 1 million satellites as space-based AI data centers.
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##### **TOP & TRENDING RESOURCES**
### **3 Tutorials to Level Up Your Skills**
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Follow image link: (https://www.youtube.com/watch?v=qKf9sgKFQLU)
Caption: Click here to watch the tutorial.
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[**How to get started with the Codex app:**](https://www.youtube.com/watch?v=qKf9sgKFQLU) If you want to dive deeper into the new Codex app, this tutorial is all you need. It covers work trees, cloud environments, automations, and how to parallelize tasks — turning you into an orchestrator who can ship changes across several repos without losing track of what's running where.
[**How to use Claude Code like a senior engineer:**](https://www.youtube.com/watch?v=LvLdNkgO-N0) In this tutorial, you will learn to optimize AI coding workflow by using Mermaid diagrams for better context and custom hooks to automate quality checks. You'll also discover how to build efficient command-line tools and use aliases, helping you work faster with assistants like Claude Code.
[**How to use skills.sh to customize Claude Code and Cursor:**](https://www.youtube.com/watch?v=rcRS8-7OgBo) Skills are markdown files that give AI agents like Claude Code and Cursor specialized knowledge for specific tasks. Vercel's new skills.sh CLI lets engineers install community-built skills — from frontend design to video editing — or create custom ones for their own workflows.
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### **Top Repos**
* **[Voicebox:](https://github.com/jamiepine/voicebox)** A local-first voice cloning studio powered by Qwen3-TTS and an open-source alternative to ElevenLabs.
* [**Learn AI Engineering:**](https://github.com/ashishps1/learn-ai-engineering)** **A comprehensive collection of free resources to learn everything about AI/ML, LLMs and Agents.
* [PageIndex:](https://github.com/VectifyAI/PageIndex) A reasoning-based RAG that replaces vectors with a tree-structured index for document-wide retrieval.
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### **Trending Papers**
**[How does misalignment scale (by Anthropic):](https://x.com/AnthropicAI/status/2018481220741689581)** This paper explores whether AI fails by chasing the wrong goal or just acting randomly. Turns out, as tasks get harder, models get increasingly messy rather than systematically following a bad objective.
[**How OpenAI uses its in-house data agent:**](https://openai.com/index/inside-our-in-house-data-agent/) Getting accurate answers from massive data was frustratingly slow and complex for OpenAI's teams. They fixed this by building a custom AI agent that uses deep internal context to turn natural language questions into reliable insights in minutes.
[**Self-improving pretraining (by Meta Superintelligence Labs):**](https://arxiv.org/abs/2601.21343) Standard AI training blindly copies bad internet data, embedding errors and toxicity deep inside the model. By using a smarter "teacher" model to guide the process, this new method builds significantly cleaner, safer, and more accurate AI from the ground up.
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==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 150K+ engineers and 100K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
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### **Whenever you’re ready to take the next step**
* [**10 Projects to Master AI Agents**](https://learn-ai-tiles.lovable.app/)
* [100 Pro-Hacks for using Claude Code in 2026](https://claude-code-hacks.lovable.app/)
* **[Top Resources to learn Claude Code in 2026](https://claude-code-spotlight.lovable.app/)**
* **[Zero to Production Guide for Building AI Agents](https://ai-guidebook-nexus.lovable.app/)**
* **[200+ Resources to Become a Great Engineering Leader in 2026](https://thecode-200-resources.lovable.app/?utm_source=codenewsletter.ai&utm_medium=newsletter&utm_campaign=your-200-engineering-resources-ultimate-claude-code-guide)**
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You can also reply directly to this email if you have suggestions, feedback, or questions.
Until next time — The Code team
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