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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Tue, 11 Aug 2026 14:08:54 GMT
Subject: đź‘€ Anthropic adds invisible watermarks
To: [email protected]
Date: Tue, 11 Aug 2026 14:08:54 GMT
Subject: đź‘€ Anthropic adds invisible watermarks
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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: Choosing between Claude & GPT  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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:#FFFFFF;" 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> August 11, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tyyhvmOcNloGLDM7TiYBREaaCQ9R35bSRO4zJYoEaNZig-fdn6AkiRWI3OGONXnMipAhTw3hDNTTQyqBqbnKUY8YNDb6Itscyn2mstyxGqSQdV-fzB3rsUgXfqOgZAx3aofDa9btfNsP20wXHvs416F7fTJ1J_Qf3zKOXH6Ohf-uPnso7ZT-W-N6YHePfnpBMAmfIlKavLtGlAjaqu4Zg1iANeSV99n_5PsNSO_SUYaLxamv4OiVPg1WfLkQfHoJd4aD-7DIj-Oo8E8HEfkfwFz1Xst404n79Lhw7daA8oba8hX5nPSwNk-fcPNLMVKSosoWF7zw-RslZVpNxB1KqhLxE9bHt2crKdo2mClYZM9k43GcaoB2pmj7kwzhqlkE_GZ89wEw4Vq7qzflJJAkIZklQzeVO_1XZzfBDGDB3agDL973hchbrFKqE6hHnBr-RPropJppSyC8yHoOHGTLSeNSX-_VMsqhb7fAwp9nbZ6ieDmcRKnpb1V_4SNnh3M5AW7ksFWMG3i-fzedX_gFjvpEVKtzkZuxG8cTqHYZ9ReyRpi6lI437A78vKqO9N4uKL-X6Fg2yIrI96MVi9lMPooHoHF-5vnQAKkL1bGc5MBUWIlFHg5DlKC2Lyv7oolnr22FYawC-NdCcPf0tTjqGfOesYdQ_V0zkLNj6yaJg0_SEDFOjeqmFQ5KuoDC9O-ihn4-73ZBYbOJIR1XPRgjrpenwv2OpN-_5VXHwLRvzmsm649Wl6OK9gVY7vP-wxeeWtqqcEqYS8EIwXPOycLa3isOCI98cIFp0hENYVcbyPUA/4t3/VuT0NbsFRxuUXvV_79CMhA/h0/h001.jWvTpf7Dju9YS6u_fqtJqP316C4uSaTxSW2b6gwYx2c">Read online</a></p></td></tr><tr><td style="line-height:0;"><div data-open-tracking="true"> <img src="https://link.mail.beehiiv.com/ss/o/u001.KyojDkr7Qchq5lk88rZzJw/4t3/VuT0NbsFRxuUXvV_79CMhA/ho.gif" alt="" width="1" height="1" border="0" style="height:1px !important;width:1px !important;border-width:0 !important;margin-top:0 !important;margin-bottom:0 !important;margin-right:0 !important;margin-left:0 !important;padding-top:0 !important;padding-bottom:0 !important;padding-right:0 !important;padding-left:0 !important;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIulXmFI1BzUVNEYfaYBFrzfxNofufcx-eHnhBb0SrkYKKrfMZ1U8LrWjmyhxXJdlCM-UvBJh0xxa3S5PgsI7f1CqK0cFfawHtJTl7PT5td0r3LIDIwR7Dkv6k1OaV53XF6c-_zEi6FxAzAhVFeCuqwXSiAtJvCHCJWfroh6VwZfhs/4t3/VuT0NbsFRxuUXvV_79CMhA/h1/h001.fbJ9nTX7H0swQmH-2E6M_r9SHMlHM9O_KVCuiuanpUs" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/b57f1138-76bb-4139-a808-640f475054cd/Group_Wispr__4_.jpg?t=1786394843" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Welcome back.</b> As the number of agent-run cyber attacks grow, every dev team is wondering if we can truly trust agents. OpenAI’s answer is yes. They just unveiled a new model for engineering teams to catch security vulnerabilities in your codebases (and teams are already using it). </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Also: </b>An insider look into Cloudflare’s engineering interview, Spotify’s new tool to run coding sessions across Claude Code and Codex, and Meta’s new model that runs on your Mac. </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:#222222;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 Brief</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;">Why AI adoption is a myth and how to fix it</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> 4 terminal tools to use today </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Switching between Claude and GPT (developer’s guide) </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Google’s 7 rules for writing agent loops (cookbook) </p></li></ul></div></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,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8rcbUn-mre-a4Sv76xSCoFzxo1pJ4OmgcFF5-fOjRhVq_xwTy1tNQ0SLalch_jvKb-0KLcUL0uhDXAQRsErNaWx0cSI8sHUNP_dRloP6aO8idOH5MDG_UnZbaXokyZqEBRgsfr61H_Ha8BQtCl2h5ycHf0SHmskR5VKBTQaJx1e9nsCnOwFxAJ50dyz5YdtrWT7Q-XWJTxikKRH8wC03cd5pmjTUAomEinJjI20ARr2hDtuWC5jKxPrve9Ig-51uR2xzoTlCB8tPGBqCqPmaYZzdb0jDXkI2o474FJZloP3/4t3/VuT0NbsFRxuUXvV_79CMhA/h2/h001.8LhWp-E1NmehpU8n5zWX2inn_NrlBKRr97_84OAnyXs" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/56141159-ddd6-48bf-a4d4-025da264a698/Thumbnail__1_.jpg?t=1786442295" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch OpenAI’s GPT-5.6-Cyber in action.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>OpenAI ships a new model to combat growing AI cyberattack concerns:</b> As a part of its Daybreak program, the ChatGPT maker just rolled out <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g_ksLT6CLP9E2FqlzXMEPG1hVHd8o_3YwWrsusVk17vwmnyfMlupqGcTIboqI5tU28WmdHiWdySc0t3qamuWWLluTFLMr1ighB-KgTCLH1D8KiNIP2McyFD2SVaqQKX5X2PDDFMNCTx7agTJ5IyM_6X5iP0ClfoypWZ_sHQ5imu-tAmIz1y-aIKOiUi1ttPQM8s_EfcfKs5sT4mqoKjh_V00Rd9tIfQ9yt0Fmz4bYupFnVeJNFfJow-gTxRoJUPI7ImI_XwKNcalbKTsxcj08xYIzHcRqXSTVysjlP0cnYobA6YmNsU3t_xPgmsTKF2Ztg/4t3/VuT0NbsFRxuUXvV_79CMhA/h3/h001.Don2j_dmAsTTzLDflfL9lCNxJUzUpiQ_gYKzqpqgWJM" target="_blank" rel="noopener noreferrer nofollow"><span>GPT-5.6-Cyber</span></a>. This model is designed to be more flexible for cybersecurity research. The company says the model has already helped find real flaws in a popular database, an OS kernel, and Chrome's V8 engine. You can apply to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx188hBq-Rc-4abWhYFVfiAgIkd5VXgQ_5VZjIpqiav1tnxY5mRNrelra4uVBDIxbjFOXCrtxlhjtU34h2FpbjtRQt2O4DO87QNWLXrkaDCE3NMIkEcUdlPiQ4iA3iutuh6k_bCBbkgSbnlUFVnmviPrXpPS7OaCEeNE1hIBbQL9MLSrAMTEPxDRym4eL-FIrKkFiEwMwWuqfFmagEk1106Lp1o3pP5guZWpDeyvX0_tYAMFJ9zlOR1qFQEOmZ1lZtj4EMlO52nucC11I0HkRB-F-Y1j3WeCToIZHVspkcF70TTd5c0TzGikexdAA1b-5QtNw/4t3/VuT0NbsFRxuUXvV_79CMhA/h4/h001.bM1Ay9cpBvCwBzmlXAZcjRpaR7Q1pCnGE1O45dqKTx8" target="_blank" rel="noopener noreferrer nofollow"><span>join the program now.</span></a></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Anthropic locks Sonnet 5 pricing while quietly watermarking AI-generated text: </b>The AI lab just officially <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6YGXVUsBvZtEeQrv2KrPmS5s6uCRi2LRS01K09LICYn1afbS_Jrc69fadbS9ll6BKAYD2dKbHy8E6V_xCsJCyI8aGQn1FuQSHfrqH3hqj5A9hRbg_xMDvvFwHjUmGFhyCgif5YPp7ytFnMCHWR78XlxdsiVgazlKN1yIAZOdkgS9d8FvaVd1SIK5R_O_huoz1IuOS5zF3WckdCc2fBRpIIbIF-zg8QxhPC9pQ79VGJOuq0t56H7GinSSJHyHvMHC3Tr13eSRmM7NHDi42f874m9-vZf6Ek-YKSAxHvfhW-n/4t3/VuT0NbsFRxuUXvV_79CMhA/h5/h001.c8XSFYMvUWNzfZ0izrul1d0s0O3-XMVnyTXwDvCCz0M" target="_blank" rel="noopener noreferrer nofollow"><span>locked Sonnet 5's pricing</span></a> at $2 per million input tokens and $10 per million output tokens. The lab also introduced invisible watermarks in Claude-generated text to comply with EU transparency regulations. This decision has sparked major backlash from the developer community, with one dev questioning why a paid plan would include hidden marks within their codebase. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-xFqdzO2QOlv81FRGpLY4AWdi9lcTExNYvxpn-k8za0NWP2OpqSfDpOy3jTNqyn-9wivhGu2vqJIk8ItAzJMLOToR1tSLjjFeeD9OAihml2uL1BjOJXzU0cAlK63vxbOhHoPt3YX30YtZUkxniorvAX0dzeKN3ZYrsRawGl9w0rja40aMSqjeE7mBALnGOfxHk5ZJIV5T1togyhVIkBVW2xFQkDd1GVC3CFD-8IMJY1eVlQcv4LTmSQwhTKiYGA03Rd4fupJSw6-StS39rdG9W0bNdjk6maDqBbLmAzinLH/4t3/VuT0NbsFRxuUXvV_79CMhA/h6/h001.7fzz7OFEUsjrrEeuri80UENPMBMa9P7XXWuvIP78rAc" target="_blank" rel="noopener noreferrer nofollow"><span>See the reaction.</span></a></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Meta's new model offers a glimpse into Zuckerberg's vision</b>: In a rare personal essay, Meta's CEO <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqukTEjG3fV3F5opMk2U-J_o192tz1bzr7K6Kat-WTP6SnTqfCsTyNkTmXGoo_JPcDwlRvs6LBiPv_uzxFL8S3T2uzhyI6jY7Ck7_9-lMk-zn3JEy4FLky91i_B48Ru9DwBeXt3mIq0r38q_jTOofCM1I-Z8o8f5UuAlWZ8Bu-lLrc63o_ZbfytMqtxHI2Ig-clOdmt71rH5rqPk6rinV-11n2rRNIaAwDfwud94l-ayfbE0tQlYdVkXoibQkWKKb1SjcvEiE_oLLq7rLWEHsgCltRKioohsDQYmwM1XnQH2zm/4t3/VuT0NbsFRxuUXvV_79CMhA/h7/h001.gVdbqHWUNdUXGePlGK3MTGyPrp9pd2jjWNzcyqrBANw" target="_blank" rel="noopener noreferrer nofollow"><span><b>argues</b></span></a> that everyone should have access to superintelligence. He urges the U.S. to embrace open source, contending that AI developed under a tight concentration of power is fundamentally problematic. He published the essay on the same day the company dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpIFsdgeMlX8sSNmNA96nM00SZzg_JiRd7vr9ZOiti9iL1IeM1KDLawzxOysLAVSMvGSAUbQrD-x1E7bTCGYLfD0UBotHHHJisU9Hm-SXkp8gaslQjSOAGQGa_IkjJXrKff40oC96nh_zvkyG-B25jLE936ihMOC-1AswDwcZLhZbKnv_urw3vv9bk5DmQLrs4xPg2WtSEKvgSqSVwPwRgrWYE7wJT8FdQO6l2uLyJHz_qTl8yZIMcb2ux2owSFWi5CWr8I69jiCyWtRvSCEdujoY3nJPnJgRynR--iWfwQER2grZMyNwNgUoXNg6ESM1gQ/4t3/VuT0NbsFRxuUXvV_79CMhA/h8/h001.G6Sr3as63-zM2-ZIGxQtYXLAOuV80mWRR3E3J8BwMEU" target="_blank" rel="noopener noreferrer nofollow"><span><b>Muse Glimmer</b></span></a>, a 30B model that runs local agents on a single consumer GPU. Check out this <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7MSUeV-RHoQn9QTK-ZB1UUWp0yt1sOcP-_Bfk0ukc2Bu_9nPt62Fvv-CbvdN4r7ia78xsFLAKkUHXtbAWzJr370omxUzpMsgUICSdUFttvinB5iOdkNmm9Zs2KXtgioiYPVGtS8rGBPlJBzkNGKtwL0zaQKIX4IP_UHBJNe5IYvDE4JhQmb1satFwjRTQLceram01zzLVapd_ysDRQ8Q2ewRNiZ9vZ_WGFlX1gKADF9SeKIuPOuanZyr3QDQYvgWSLso5Z2UosXiVgumVvufB27EZsKuSUJu_0iFaACT6mZk/4t3/VuT0NbsFRxuUXvV_79CMhA/h9/h001.aT_z3r9mw5espNZraqDPCW2kAcVSe12zgGESQDHacZU" target="_blank" rel="noopener noreferrer nofollow"><span><b>prompting guide</b></span></a> to get started. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#030712;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY WISPR</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%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIulXmFI1BzUVNEYfaYBFrzfxNofufcx-eHnhBb0SrkYKKrfMZ1U8LrWjmyhxXJdlCM-UvBJh0xxa3S5PgsI7f1CmlKvrBkLCbEvgK527nRBKBLLq8WzC3wzlRGukz8dlErRFfKVu8iepUQGLoocnSdmNJVALru6TSDXSpDTjm7Aro/4t3/VuT0NbsFRxuUXvV_79CMhA/h10/h001.8hDLisoZWEqhneIV4VaduDwBtqT2z4lrzLLQGATyxgY" target="_blank" rel="noopener noreferrer nofollow"><span>Cursor for code. Claude for thinking. What about input?</span></a></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/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIulXmFI1BzUVNEYfaYBFrzfxNofufcx-eHnhBb0SrkYKKrfMZ1U8LrWjmyhxXJdlCM-UvBJh0xxa3S5PgsI7f1CuBJg1mLHseyHHahYDda0voPCVn6ZE5WxcOYK7jyTHRj2-57XktMZSuItagPIj0wwx3YbGVdG5uGXQva6njYmDU/4t3/VuT0NbsFRxuUXvV_79CMhA/h11/h001.r9IcHYJbNURSRjKvohKu02FFPd3UCyyKV3tWVR-Ks6c" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/46219504-a673-47a2-a591-fbe7f6a5dc8f/Customer_Logo_Spotlight_V2__2___1_.png?t=1786395259" 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="background-color:transparent;">Your dev stack got an AI upgrade everywhere except the input layer. You're still typing every prompt, every ticket, every review comment by hand.</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="background-color:transparent;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIulXmFI1BzUVNEYfaYBFrzfxNofufcx-eHnhBb0SrkYKKrfMZ1U8LrWjmyhxXJdlCM-UvBJh0xxa3S5PgsI7f1CosonJobsIhrkLlx4qXqwEtsAb-noIdTPK21R7rLfyCyDfYV1XN_ymh5M_C2eLnwwnVZ9OxmIedxCCL0Z714nKw/4t3/VuT0NbsFRxuUXvV_79CMhA/h12/h001.SGGNmI_0dBkQ8TWVyZuF2rXxpwVgBbHqfn5W5WEotIo" target="_blank" rel="noopener noreferrer nofollow"><span>Wispr Flow</span></a></span><span style="background-color:transparent;"> closes that gap. Dictate into Cursor, VS Code, Slack, Linear, or anywhere else you work. It's syntax-aware: camelCase, snake_case, acronyms, and file names all come through clean. Mention a file in Cursor or Windsurf, and it auto-tags.</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="background-color:transparent;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIulXmFI1BzUVNEYfaYBFrzfxNofufcx-eHnhBb0SrkYKKrfMZ1U8LrWjmyhxXJdlCM-UvBJh0xxa3S5PgsI7f1CpVxUsUPQiqHmf9ZgBzHGaYfuuCfZCvOu2BNBORZOIrw7GHPx1fgUJ-9PFCp9raObdpZFymooxk_tFb1xyNttJY/4t3/VuT0NbsFRxuUXvV_79CMhA/h13/h001.LY4ecrhQSKwsjQcESxprNkhcIVPdpVP6ZgYz2JTxtWY" target="_blank" rel="noopener noreferrer nofollow"><span>It's the voice layer for an AI-native workflow.</span></a></span><span style="background-color:transparent;"> Speak your intent. Your tools do the rest.</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="background-color:transparent;">Available on Mac, Windows, iPhone, and Android. Used by millions of developers, including teams at OpenAI and Mercury.</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="background-color:transparent;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4vfxOk2scK1r4KxxiVLR6kfcxIootmyUhjZYj3so9auDVoGyH9pPAK-g9sWtNux-otFAulsFm5ZaJn3RrZRTUIulXmFI1BzUVNEYfaYBFrzfxNofufcx-eHnhBb0SrkYKKrfMZ1U8LrWjmyhxXJdlCM-UvBJh0xxa3S5PgsI7f1CsnmM_1_ECsQzI07yHGc9XFAgyIJpM80xoBhf9m7N7nxAMYukdlIfGkl4PnpRlXpz9-0A6vKdvQXNZoadgMkix0/4t3/VuT0NbsFRxuUXvV_79CMhA/h14/h001._TtwH5yh3RYbxwtmtYjpvKlUS_qiBMAEsHxoW6XEdCs" target="_blank" rel="noopener noreferrer nofollow"><span><b>Try free</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,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>INSIGHT</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>AI adoption is a myth. Here’s why it doesn’t have to be:</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/da7d6895-f614-44e4-84f9-e55c70367739/HPFtnsGaIAAy_X5__1_.jpg?t=1786392082" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>The contradiction is real.</b> Most engineering teams have jumped on the AI bandwagon, but very few are actually seeing a real bump in productivity. A former Meta engineer, Vasuman Moza, who now runs an AI agency, argues that a rollout doesn't guarantee adoption. He makes a valid point: one of his clients deployed Claude Cowork to thousands of employees, only to find that productivity barely budged. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>On paper, AI adoption is skyrocketing. </b>But in reality, teams usually fall into three camps: power users (who daily-drive AI by chaining skills and connectors), casual users, and the silent majority who barely touch it. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Ahead or behind.</b> You don’t need to become a power user overnight. The bigger win is simply using agents more and using them better. Responding to Moza, Google’s engineering leader Addy Osmani <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoRU_vu54x3XeB6yDKA6HD9bIvwWnl3kPhosyE5WViCO1xkmr-7DzPQM6-F9Z1_i-vMO5Pdo8F9LQcpgWqFPz-gjng2M25EhWUDwIsy70N0XY4wayp3BpBnDCUHk8gqwY9fyMbBa11k1DwV3WaZlhHbsBCk79QcioKxwNK8Dr_E3eVFOENx3GIVEYwDU3zth0zVtqhsewebG8wQtnTTSFI3Yr6T2Bc_TQ2apRoMRYwhgUUhrWAS0301bV9jDuZpZqbpkEbdVYRZtLSuuE6PBBeXypx2MnFUxq-dccPYl4b5rB9CawSzkR4bAyJtYFb4nqNTt45Fjf4mcSAQ1cv39Q6v9aeak27t1xMwicAL3xrrHpKi7OmiPzgeeyo2uUlw0ZM3g4QRBfqPq_FevufH2_LBaNOfBBMYQX_vTrbfT6klKbvBk36T0JBdj_-_Nyrhdnw/4t3/VuT0NbsFRxuUXvV_79CMhA/h15/h001.2zl4_YVrgGViBa3hUYG1jnXBj8xnKEKq96-KShWAOB8" target="_blank" rel="noopener noreferrer nofollow"><span>breaks down</span></a> what each group should do next: </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;"><b>Already ahead:</b> Share your process. Call out which tasks should stay human-only, when to pull back on trust, and what a solid code PR looks like. Save those workflows so the rest of the team can use them. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Still behind: </b>One reliable workflow is worth more than a hundred you don't trust. Start with a repetitive task you can easily verify. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>The feedback loop:</b> Treat the model like a new hire. Review its work, fix mistakes with follow-up prompts instead of just accepting them, and once it stops surprising you, document the winning prompt for later. </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%;"><b>Stop counting logins.</b> For engineering teams, a better metric is how much work is still manual, hybrid, or fully automated. Find the power users, give them room to share what they build, and put agents inside the systems people already use so adoption doesn’t depend on learning another tool. </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%;"> PS: If you’re a dev looking to use AI more effectively, our engineering team put together a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2B1_MacX6rEN8NQ1g5abqsQvLxx42hiUESlpdYMTymozulT9J9y4TruXP5wT04F__PdzwtejkaY12se7qSfyzBvaRCN7LwZJNRT2xyB-1rvFcEy6K8zkEHaDQdcnquBHEdEzXG5CgaPIECHTx_iQcTIY-o7U7mTN0xN-T5qWBSKvWBnWWa-BnSpaZI6lPhiHp5JattUhxPBDOqDiKRjsWa12DjEVegqRGYImsYlwVK-MTeAFnq1y2o7q22Ix-XMUcVXTHgTtbD7MUIYX2wNBqL7gwVDjIAGkdbtJ_5Nl4Y5a/4t3/VuT0NbsFRxuUXvV_79CMhA/h16/h001.32P4w5CJsZGScp5iRwkqhvWZLmsN56IihM-Lwg-_apk" target="_blank" rel="noopener noreferrer nofollow"><span>Claude Code guide</span></a> to help you ship 5x faster. For engineering teams, Vasuman’s <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0UqbNQhZGVedgtMVwxvS3dVeT8Tt_FmNJ4QZvC4I-ExhspviiRDnq0OPeZ84tP8X7QKbYud5jq7mo-BQKO1XLwaWkeFctCfM908zRHcSeqkfZ0e_QcyakZDsdr-bQ5292iohhDfy9GbG0kn2fQVXNIn19RdmAy_kAL8tZ3_jQSPQrpf1W_vkE_1Cp4QMrEU2fu7ysOq39dMUZZ6u16CsIHfkY_iQKSVkTzykBisdoCUbrZmGE-a2GuBB0rOpjNLGR9uqlFMg-pK6rNbQb5yl0jkwAp8rXs4_8b6YFxiy6j9/4t3/VuT0NbsFRxuUXvV_79CMhA/h17/h001.Rmr_N9u-yXMSpPoh8G3Mz3_hcMGTHEDBPG9q-BjmxvM" target="_blank" rel="noopener noreferrer nofollow"><span>full thread</span></a> goes deeper. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>What’s trending on socials and headlines</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/687e9bc8-b26b-4408-99eb-8a7bca43dc18/CleanShot_2026-08-11_at_15.04.37_2x.jpg?t=1786440911" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Meme of the day.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Code Review:</b> Vercel's CEO argues that if you're not reading your code, one of six things is true about you. See <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lx09yx0PSQ9NarqZjqChQVcjkYp_VtbYl5UBafhMwOucI7b7Z4W69Hk1O5ogYi1gijz5EZYs_wDOY0KMpjH71r7II_zYvlThMswDCzxCztAxuMDgjKefgRXq3hs7rAtubZulHmVJKDajk1SvR1FKt7biGFe8Y0iJ1j6Ew05Pp207qEnZGFyUxYAhkcETXBfQcOr-no04luJE-fTFWEnQHNBU12AALZ4uXN-G16Iptfv3bTNEZ7YxZz6wkemzwFIFdUrrDhnAXu5X7zGQTpk5k0f4VmQXfOP6g18XhvDUPQp9/4t3/VuT0NbsFRxuUXvV_79CMhA/h18/h001.O6GtZpGawM2fEbCNr9q4Zs-aqnZcvmcohHM6qVu4Hio" target="_blank" rel="noopener noreferrer nofollow"><span><b>where you land</b></span></a> (1.2M views). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>AI Interview:</b> An engineer cold-emailed his way into a Cloudflare AI interview, no LeetCode. His <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-YikEItATHVJN_6jDUFkxBjdB64SUOpSvikoqiZz3lFxa9XI45rrU6e5abe55fbSVRONwFqOyPeOSk-xvEuWjFyo2uGpX08lJ3t1P78GzbDR26k5eDeE1BMAw7W53MYgwBIQv6nptTezfdAlxwhNB0h6a_fQOOwX4s2SN3Pn243UFvtNQtgF9QtDwER5Ie71I4JowaEx7gZBGeNuN-dQdpbn-YT8OdnAPdxTmyPK8ccmGVVZTEBdpDnez2GMvlYUv7lQdkLR1qW9hffMBZMxxb0FdzLRlVnm5SwkHAfxYPA/4t3/VuT0NbsFRxuUXvV_79CMhA/h19/h001.s-eL1uknbN_iF8gBwCsTTmt_8TSZcXCYCIxPfcRPKK0" target="_blank" rel="noopener noreferrer nofollow"><span>writeup maps</span></a></b> what Big Tech wants in AI hires (3K interactions). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Terminal Toolkit:</b> A senior engineer shares the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0kPwsUoQnCY0rCk8KVO4M-Ep_FKnz_lh00F7V1zVVClE2BjQCmvCeyfrle0F6l8Mh7kMXF5dxkF6itgENFhJo1ZAmtEgNuK4-dK-zLUOu6AkR1WKtGZ5ARME1RamAd38X39RhXS-Zh6mA0daeBpSKVNTVnS6KaP_AeyzV-wvQN17QO94lJTAhRy4QgDa7XUqGxX9r5OoPJGjurGOgTKhynjlYuied2FpPw7sOkaPVA8oAxbuJ2mKjcbTx-0Ypne2hQjLsiqGPRPEAKjyyBsZUvTTMNmdYBpIOjhOcBKzM2Ar/4t3/VuT0NbsFRxuUXvV_79CMhA/h20/h001.ai3yUmiQqduea5Ao1-KTWnPjEK_IaagYIaZ_qbSa75k" target="_blank" rel="noopener noreferrer nofollow"><span><b>4 terminal tools</b></span></a> he uses every day. Try it out to see if they fit your workflow. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Writing Policy:</b> Clay's engineering team wrote a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoRU_vu54x3XeB6yDKA6HD8YmkAa_SNFBAD8pCZonFnqDro-mNmtcICbkyG6TA_U8_eT0J8vv4HgDxfovoK2inSqTzG1ISpeWi3NlGUqTzk1FpMhFwXkzBo6vFl03M7po96DhQbKFwAPmy6riUiecWwpGxC9ImlMHsusxyuqm4oJoJhp16MHiyUor8GpnLz8V8eA56ClAEKzvQmIg0i-3k7c8eT7WjSeoG_yZt-xaV1sV8Kq-WOSP_Aw8_uG9LXU6hdWhXMJVWFhblBT40K6jhsHIEv6cJcwRiXYyZP_glgASOq5ZIHJQYmMbym9EpOBg7qhHGpBhthCbCxwQ8nqM2MzuLjqUNGddiUOTItL2s0vdC-DhljIeRWtnOFuOTiZ_A/4t3/VuT0NbsFRxuUXvV_79CMhA/h21/h001.d_gv6VLBgn18NRskODQt2f_au2-Nrp1q0g5ABGxnhWo" target="_blank" rel="noopener noreferrer nofollow"><span><b>4 rule AI writing policy</b></span></a> so useful the whole company adopted it. Rule three changes how you'd use ChatGPT at work (6.8K likes). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Agent Backlash:</b> A Meta engineer argues the industry's push toward long-horizon agents is quietly backfiring using <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5zBZDUl-VNaUCR1MkpwlKZF-mKzBgY54AT9uaeHN-b_j8BQVxbcSjkR_NAToH_OrBUXGnaJH_pe-PzFs9TKmeJEOLwPbdGRykB6QDbahntUVg75XPGHnDZ1uTR2HJoz5Mxut7CISQy93HqHp4OO18YcAm1G1z5NHFOnhexpKHx5h2jTKIIZomAtoc2FAyHCueWgUTT4znjp_rhdXf7oLCUzpgm2szenK1JBZu8WqNECMBFS-50NgygPuEN2cdctfS9bCCwtJKPuTZEjmUMfe6YYfzDtDcsKnOO7h83wFhUC/4t3/VuT0NbsFRxuUXvV_79CMhA/h22/h001.qfWgAU95xo9i0MfUq0IVjhS8DBp2RDUB4yfXmCUxASo" target="_blank" rel="noopener noreferrer nofollow"><span>Opus 5 as exhibit A</span></a> (2K interactions). </p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TOP & TRENDING RESOURCES</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjx10T-vqVF6YMj56cx6rm5ZIvSrzGz2zDBpKS0kGqKnijrW6Jx1h6CcK1t4eyKP9bPlGvOX_wEt_wHZPqlnG8Dox02e7Ks4NkOLuBcSqsDS6cd8DJFvBdn_eG42CT5OHtlauwu_zTh0we1O4Ha5vULazlXADfjRkALf9q4a3zuddykKA8_hzAUnW8e6LVQG2eVUrQZrJ66W7cmCvfVk7NHFaz7emb22he4PZ_1bAuR8QzlRRYRp4NtvWTNlp2RqhP4/4t3/VuT0NbsFRxuUXvV_79CMhA/h23/h001.GV0evek1YalAPUnyCEfeFsiyNZTU4le65OAD9i6SOVg" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/cd944a8a-dea4-490d-bd56-45f075626613/Thumbnail.jpg?t=1786440846" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch the tutorial.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Tutorial</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjx10T-vqVF6YMj56cx6rm5ZIvSrzGz2zDBpKS0kGqKnijrW6Jx1h6CcK1t4eyKP9bPlGvOX_wEt_wHZPqlnG8Dox02e7Ks4NkOLuBcSqsDS6cd8DJFvBdn_eG42CT5OHtlauwu_zTh0we1O4Ha5vULazlXADfjRkALf9q4a3zuddykKA8_hzAUnW8e6LVQG2eXAHPuAUjiA83aJn-h8OGmT7V6ABoRWphyuTyV-AytPQ83HJoFnZ2wGqW0lDIggx00/4t3/VuT0NbsFRxuUXvV_79CMhA/h24/h001.wuJ1ensmAKH8YE_3fkRFwlY1xk8YB2XOVD3ojbXBqQg" target="_blank" rel="noopener noreferrer nofollow"><span><b>How a senior engineer decides when to use Claude or GPT:</b></span></a> You'll learn how to select and combine the best AI models and tools for your coding workflow. This senior engineer breaks down how to choose between options like Claude and GPT based on prompt precision, code quality, and how to orchestrate multi-agent setups effectively. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Repo</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lxc1nMCsi7m4S5QPEfTdkuJuY7B1jDl9VCtzKGUz6jfOTmmt4J7GPSaP8eSlt3n2FqdxJZkWjo8JKOTBaiDUnz-jcwe50NdE0aQWtGf_hsn6gpsb085_VJOflh4wAithMB3AaX8UM6XykZKmc2ICVe0IFudM_MXXkx4aNm6O1H3a5FvTd4T-XhDn1JM0A4YjgpW86Fdy8CrZCE9fTvD4ErZTCz1binXi7XWtvVVctTW5P9gVy8RmMBPiFIMzVyUi4PAXZs_-x_EIIDzS0dlZYXVUSQC6T9LmyGDH-wKBHYq1/4t3/VuT0NbsFRxuUXvV_79CMhA/h25/h001.ykqvtU_mXzDWuJxUPD62aykv3_bNbFw6qwoEKXG8Ym0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Xirp (by Spotify):</b></span></a> An agentic development environment that manages your sessions across Claude Code, Gemini CLI, and OpenAI’s Codex. Already used by developers at Spotify, it’s now available for you to try. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending Cookbook</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwYgBjUsk79JPKW0Dl4AU6kQ82T3My9v9MK6QcmXw_4Q36VvVBEgfwUoM3lDt-BvMKIBcm17MNPQnhGi4q8fjHLPcg0jDyNvB65xynFsQQzbqBvPk2UJXHQn09fq0Epneovx3oJgogU_8pKtSHTp3jj_Yuq70P3Tn2UwfUS0e21q-Z83QSJiylbvxCSRfjpqGqRwzfmPWTvfESFf4kxjwoMD1phmJpAmsOxkm-_Xr1SXRXMwXA8IBeyxIa4tUQ4viqUSi7wHADPFpR5J94rTuLaEK6YxuL4lHNflYmFWdb1A/4t3/VuT0NbsFRxuUXvV_79CMhA/h26/h001.Si2ivGhJY-mw9vrs089dU7OOlBauHyW9nGnLQRIt4rU" target="_blank" rel="noopener noreferrer nofollow"><span><b>7 rules for self-improving agent loops (by Google):</b></span></a> Self-improving AI loops often game shallow metrics, optimizing for high scores without actually delivering better real-world performance. This guide provides seven practical rules for engineers to define custom, rock-solid evaluation standards that keep autonomous optimization loops honest and on track. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to stop Codex chasing the wrong goal</b></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Codex's /goal command keeps the agent working toward one objective across multiple turns. This works great until the goal is too vague. For example, if you tell it to "improve the checkout flow," it burns through quota just trying to figure out what "improve" actually means. </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%;"> To fix this, an engineer recommended using OpenAI's official <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LxywFki6tepSGbOt1zLURNS-M1R4BciH-Jf27GNGErfkxWTwSwDHeHBVKdKCuNBH-7IrVjVZbezLVz7j4_1Yo1MljLXDEVmzNksPrQxOE3xDhDfg-vwKwFGY4wqAvrneeD4YOHPkFtaUOo8IrhV6Lhws9NVrlC4dSuQbKnzKp3GtSNsD3-L9U0Oz5okyaVqWwBdc0QtaDnr8qkaw-reIlLOOGgx5yJMjW3lDzpY1_pUs-_dsS1LqfziFku4daO7tDAW1aqSDHtQ4OnLBDBCHuBN4iZcLIZlkkz1w19PyYsw4/4t3/VuT0NbsFRxuUXvV_79CMhA/h27/h001.eMa9K12JRpJcRzAFZqhNKno0nOY0vopaFm2rXZapHPM" target="_blank" rel="noopener noreferrer nofollow"><span><b>"define-goal" skill</b></span></a>. This automatically rewrites loose objectives into something verifiable before Codex locks them in. </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;"><b>Step 1:</b> Install it from OpenAI's curated catalog, then restart Codex. </p></li></ul></div></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code>$skill-installer define-goal</code></pre></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;"><b>Step 2:</b> Call the skill instead of typing “/goal” yourself. </p></li></ul></div></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code>$define-goal improve the checkout flow</code></pre></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> It rejects vague goals like "keep investigating." Instead, it asks a clarifying question whenever the answer changes the outcome. It then establishes a goal with a defined scope, acceptance criteria, and a verify command. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7smScni7E9ePvR5sqx4-vEhrh5sne6QCT0Gd4jR5noE-KnDcX2VEX6-H6mXwrLdqL6Pg7PR7i8k299H-_Dbk8evJGgOTFpO078C8TtC_32RHghXG6ZdcpkbCMtXRN5k6ZnAYvE9GGPYxzjWnVehomAtzPfDY75whVA0YJ-2okErVNBuIoQIaxuGv-sWKpTzCduUMY7O-yBpYrYB9zDwphnCS5LN7mfdEXH0ZBqlITFK0o-WVk1GDaA4LUF5kv21vgUEdn-YkUuSCavWLk7rLcpk/4t3/VuT0NbsFRxuUXvV_79CMhA/h28/h001.-KeblcqJbKWS9SVv9h25bKS-s5EHJiyBJ3odCQZDlOM" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:#3593ff;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN CASE YOU MISSED IT</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="background-color:#ffffff;"><span style="font-family:inherit;font-size:18px;font-weight:600;"><b>Our most-clicked story from yesterday</b></span></span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Check out <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkpnislWwuFMedHQdDkzlGfWvjCkkCr_dvyEdxrjXi36PU48JNpxT0ULSxWsvfKearAMdc7hreFL0KFfJKqsoj-LXSPjb-7AS-LtX4KAKUEyj6Vgxto_7MPST_ykS-xdRT4rTH46i3huWQfsl49Gj_JTQkiBffWJkTYJawLIk3rXJuLDZy59AOsc51XAWMWhju9yV7jGDgHZBxMfWRkUGE-FX5T3hG001fwJzMTGAkCMCjBd8PLLai3MWLSRYH67b35K_ALrZLz_bscpl9yhHA-o/4t3/VuT0NbsFRxuUXvV_79CMhA/h29/h001.xn_l2bgQOyH7pImIAZz_8ETl7qdm814v_G9IHPcU4I8" target="_blank" rel="noopener noreferrer nofollow"><span><b>this repo</b></span></a> that provides a library of slash commands designed to guide AI coding agents using senior engineering practices for planning, specs, implementation, and reviews. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:5px;padding:8.0px 8.0px 8.0px 8.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:#f1ff00;"><b>Grow customers & revenue:</b></span> Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585KGa05QZ-u4YxQKCpdk6OtfqoeYOxpavGs1_YgFrp5Hc-O6glxoRPzeVt6HnZXdbQBcgVzqaHRnls4mZRONnt9n9_sN7waN2TTIiYhnGexR3XV8gZGNrbuxioq0Scr3pWBkeHn5PsqKHOXpNLJDyYrIbYJKePmCTKmtTR4AERGyc/4t3/VuT0NbsFRxuUXvV_79CMhA/h30/h001.MW7E4aeIArjAy5qv9qfEEU2yKH8VzZAyjWoKfTXw454" target="_blank" rel="noopener noreferrer nofollow"><span>Get in touch.</span></a></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="e" align="left" valign="top" style="padding:0px 0px 7px;"><h3 style="">What did you think of today's newsletter?</h3><p style="">Your feedback helps us create better emails for you!</p></td></tr><tr><td class="ee e " style="padding:0px 0px 0px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GEWC-gQWxHBrZY9kMqsGsKcgi9ZwenIrY_aubZstjOt5-Yva8Fj81RnaCA34C-3y8XzLm-XGD3qQnL3kftqpHxjrEMZ8VH1xSg7YYBcSe6x2zXc4VEF1mkbuImgGG9ZnFQpxW8AQb5Ya7X806KmwqHqgxYm1EevI3ZuytX6ah5lllSkdqKs3G-_amJnkr2BXhpUadKgnKyZ31DBOaUlVC8YASI5jSY52IPQTFX1xCYWTfJ8hVrIxlrtKlO4eNwNxGrBGbn2hwTVEAoU4cFulsiJ6XxHo0oJRoXIbzrvLFI2Fn9JmXgxYRVNCAH6fT5hgAAFBO5swTWWW-VnhT2oBVyZb4C5ZKopj_kUkavyMgPs0HbB_eZuex-weMIkxilQAGNsfSNwoOT3HGw5wK1Xn-hDIQ0QN1ZGDhq9dOUeuTtp8l0QTL_Q0hZXm5Gp5pFbvSzaagedzDweDH7g-YAvepY60uIWc_3gQTtN9QwB5EvtccBzkiPOX6O5SjVG3xkkLY_aYMBIFVkrZw4yvw4cQyeaN7iWO76xDj6hps6nr8QIoh0uNNKJcSLHdDSaw39D5K39lTQLm_XF7o1PCvMPZQXRQNjnSkxVAvYSoMUpY0hdjdsFBsiLjvCadljhWrQMTr1_fGYlqF2ASi8B1Yi4iyHz5RJMmUZ4T5AHZadT_H9s6C17FT5lFJUgWm4wLhhh58I_Ax1udlwR3oFaV1nsWctn0YPn1zkDUUdiZSz27g1hM4L4wg_G5FuS12yz3_q3ffUM5P4gPsAsh1FnUaB1brPTmk5s66SIaA2wJXJ4lBAN8uZ48pAnDN1-XW6v7IOc9V2DCK6x_2BxRfhRTp_NUC75W5sMZs-fgTZevltaBu9RLtvWWjvUmhWGd8SqSukLxEIzyNJS9IRBD2EVSfrQRv_W/4t3/VuT0NbsFRxuUXvV_79CMhA/h31/h001.ixwxpjyFhulTbcTaw7KDrfB6zK0N67IYOEkWbKjrlBM"><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_h9ck9FHbNJ8AOSQpa32N93Uj3P8UI4ZALcPbZZJcp9-zayqmBoeGhKDvxqU2QDSEoy13TRMfbor4Jbu8FMJMR89lwVby8vzfOTQOcQ29Bq0JaYXNurRpgvAM8WKvegmYBRMlc11RR4yk1XZr05V-eSDktmQrp6QNK7V66BugWhU97C_g3LDKB6BWZKeVfmG5BmAIyJRhPnNnNzZbvUb63wxyCJkY5s6gZKeSjTnGHR5X4xgAm2Pc4G3d5iB-3_u2XwVTBbSq3EgqTzWZsLrpbhQYlmwLcmLTXwSiazrBEO9V3utnx49B573oWWTCy2KJtMKbCu8iMem8ve4ppMqdhwD68uAV8qIN7xMDnrZwdSQ9TEGxUxmJn6qSm4MmdmbCQ15zPxlAefga5CX07dAYLMrLUje_qKrGtASS6pgAS4uZTxzDYahiGckOde05x7yZhQ_n60MLhns42Wa609kDTD1eBn6gxBbxdCxvBVYOlNCSEsgRJEPVqA4yi4dE0ut7po98GiuRZGNhjMK32ITmwaOTg4azU8jJg7j3tUbvPVSsEuBQQ2us0_HHRr5-M29515pR5CRrvQ3u8xo2g4pg8r6UEpUKfpo9ErA85hT15CkHMqOKh_tF92t9JgwMaPsomRCsrFn0pGmeAvDVj8WjNuI755EUmCZaPIPo-emQZKZ8hvG0BYQa4prU5r1agg5-SNFAyLjLa_LMmoqolIaHxEyoA3WXvbev6uUCnwLmGZ_xuzEQSlYBaCe1V8kjinP-K5vx2oxba4YCULvnOAiRzEMlwYOgmNrws8GpWK2zpLW0QDJpHwhIXdhGgS1CxCh2Vw0LPTE7IiBfzzhP0dn_dBdqKPgI7U1N5oVhGDUAcy1DnY68PJakWxry70v36z8TY1ClKnfBVXRwXdMFIQCKXXCWoyh4RKA/4t3/VuT0NbsFRxuUXvV_79CMhA/h32/h001.CiR3aRj8RGvRe02B_wF0vfCdbgoy06v-bfYrozEGxGI"><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_s6AftXBC3OfCry1RhA-kyNIyhJYJAnBCI4bpw-GiBen7ujwJkoA0fas6Ai7216iEqcd4LWPdlx2_3i_Ry8pH0AGnEuMu71FpFQ7wAUCMZeOxyRMekEORT5g1ZIjXf6yabFwF34ujLLEr_nTwzIGxac6mk9979zgu6wSVjbWovJoCXoUCmR3E536YEbkjgrifx9Fk5hS6dgo7tY5GMFZCbsJpUXp9J3otN2c-Y7ysFFHLYgtvl49DvcyM2ww6Cnf5n65DVgvRX72O4X0i_a3j_5QvmWmQ-UIQ5_gWmzjNuLiKXstF1Jk2VsG1co22n-jnVtmotTCAQ1bFZ4PeufbOX6JgAQNZ_ATE8OnZ5L9PYfRfSggNlviSaI4niR5NB3djYSeVlL5Ec9ALXjuAZP7CuvrVG71mx_nhAfuz2nddY7xJNmeO_bsPraQ4X5_KJL0QQ6RA4FuYjdlviMjtMpx0ixdG0tcA61LerD0RLMywoKZwJjSGgmQTfPPBENX7SXbcie6IFkf2EWvNUSb3mZEI-eRdAQsXhSQsiCc5y6Gp0tqXkURqPndl_sokCACouIbiBGluM_QtJgO8OQVFXaAofYvAe5bFVog7X-J4l-E2HOY3ErYDTVe20GocttWDhdNsRJHsIYPlAq3wQEoI078nShF37HTu2IBJUe-6DnCr_ysORgDjUknlyDZdGZQqRpdkg-DEJTG4U6l1kGqHFe5rXjMiqvG2nO1DOcrwwx_8PFGgjCWbBUpAgZBUMAHAMrQESe1dJixABpqPcj3PEwFm6lHmqFIFDDaGBGapa7npI_6TXUYnsrCDGEEzfd6sH01l2KGM2kOJjGtyT347Xtnw_NraNaItItHuOpT9zi_QkJKM6sL63rAm55KWHl-pmrAwJqPzj34RIm2K9NEEQxPVuuKafzZzDTGemtDPZ6p/4t3/VuT0NbsFRxuUXvV_79CMhA/h33/h001.-wmBovoooZHmrULlvsU9h8y_U24al2zL6U0LUkuyrTM"><p style="font-size:14px;color:inherit;"> It sucked 🧠</p></a></td></tr></table></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You can also reply directly to this email if you have suggestions, feedback, or questions. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Until next time — The Code team </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9szpjhO_X7CGaQ-dHuFN4dv2nDJM7VwywhH_aNIWJ7DpCUiK5m3JnN9be-e_wBbmchHe5y58AGenpvwTn14-nulSF526mPdFy61eAqt0G6VAWCbCAfB_cqsOJOTnMf9a7FY9InOvgIClgCVEFPg6yDb_WX6NB9EFXxhHhbzjS-M6eTG5aMEucEuktI75KIQ0q8ZSWBf_BsDFxkTuVqVRf3d7D5xS0JYdmW5Vh8wzNUBTkISm4sbJgTMHmRfJKWqyyLlnz7YcoNXMVeWMA4SpBHuFc_U0J8A4VZzYtdvYykEEL2JD6KvKvGdBfDjBpEmKApJE4UhrRRYsjcRLZI45OoSK5n7DkgYtNgrH8bIHT4B7J5dWC6nvUYVbDIGVjiGejjuByF5pdrcI7XjgEicsn0HglC6NENiRkNIad7A47BaoI2Aw5zbPsSm8-OM3u1tFzTFYqAOGOHnvm1YaamqxIfZbLYLHSHfGEiQydtIXClazgYLpcEu3Nzb5QcE-TmzPYg9mzkJqDi53nRiA5gfmAZ1OCFai2PT9SXKnuIuR6jOaB-MiQrvxZ-pwA7aFpEiVSwt875kCT5UPFTyk04Zbkadg4haR_tqVc6MZUVULXglQzydhjE4zuGK90zMW-Ip0hU59WgJ3z2PJn5b_0l_IPXE7jtBf4wucy0vAdpC6t_S90B4Bsn2-t35BHv77D-TAAupNjyswuykSZ307E1OYCDTgKLsI6-iyHdKRqAzxr61ojW-mi7wlt2dBPQpBhlREmCou9jgcomQQIUKiJxoC7G04YY6nYivI75gPu6gB5nXNrs57fHuS1j7S0JGPqPGiIk_XQ6BsQuPsNxdT83VPFq-etk4ybdWbfOwisuGP9vRqLANwHDhjFLO_-o_F-U_ImmrH1ZD6oK06bb6NZvU5_nVgpn7E4mwoIogJfKJCSTVYqyqCndsMPsl_TOV-tk7JE7QAbjCRDFXicNJaPKJziOeDsZMbPXvI_KRZiyzPGkYsQBk6NbTz6dco7OYedB_8io/4t3/VuT0NbsFRxuUXvV_79CMhA/h34/h001.POHprqVgzBtXirhKjwl3M2bRwC3d-vlkdZ4KD9NO7-o" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2026 The Code </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;line-height:1px;font-size:1px;mso-line-height-rule:exactly;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4t3/VuT0NbsFRxuUXvV_79CMhA/h35/h001.KbZpUcBJzcl5oZcbLpyWa4Po5gDfUIRdjn0k3G3gGY0' style="color: #030712 !important; 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Follow image link: (https://ref.wisprflow.ai/thecode)
Caption:
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**Welcome back.** As the number of agent-run cyber attacks grow, every dev team is wondering if we can truly trust agents. OpenAI’s answer is yes. They just unveiled a new model for engineering teams to catch security vulnerabilities in your codebases (and teams are already using it).
**Also: **An insider look into Cloudflare’s engineering interview, Spotify’s new tool to run coding sessions across Claude Code and Codex, and Meta’s new model that runs on your Mac.
--------------------
### **Today’s Brief**
* Why AI adoption is a myth and how to fix it
* 4 terminal tools to use today
* Switching between Claude and GPT (developer’s guide)
* Google’s 7 rules for writing agent loops (cookbook)
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://x.com/OpenAI/status/2086864365379010729)
Caption: Click here to watch OpenAI’s GPT-5.6-Cyber in action.
--------------------
**OpenAI ships a new model to combat growing AI cyberattack concerns:** As a part of its Daybreak program, the ChatGPT maker just rolled out [GPT-5.6-Cyber](https://openai.com/index/expanding-daybreak-as-the-cyber-defense-window-narrows/). This model is designed to be more flexible for cybersecurity research. The company says the model has already helped find real flaws in a popular database, an OS kernel, and Chrome's V8 engine. You can apply to [join the program now.](https://openai.com/form/enterprise-trusted-access-for-cyber/)
**Anthropic locks Sonnet 5 pricing while quietly watermarking AI-generated text: **The AI lab just officially [locked Sonnet 5's pricing](https://x.com/claudeai/status/2086891169217122586) at $2 per million input tokens and $10 per million output tokens. The lab also introduced invisible watermarks in Claude-generated text to comply with EU transparency regulations. This decision has sparked major backlash from the developer community, with one dev questioning why a paid plan would include hidden marks within their codebase. [See the reaction.](https://x.com/i/trending/2086917643093827879)
**Meta's new model offers a glimpse into Zuckerberg's vision**: In a rare personal essay, Meta's CEO [**argues**](https://www.meta.com/thefutureisforeveryone/) that everyone should have access to superintelligence. He urges the U.S. to embrace open source, contending that AI developed under a tight concentration of power is fundamentally problematic. He published the essay on the same day the company dropped [**Muse Glimmer**](https://research.meta.ai/blog/introducing-muse-glimmer-open-agentic-model), a 30B model that runs local agents on a single consumer GPU. Check out this [**prompting guide**](https://dev.meta.ai/docs/muse-glimmer/prompting) to get started.Â
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##### **PRESENTED BY WISPR**
## [Cursor for code. Claude for thinking. What about input?](https://ref.wisprflow.ai/thecode)
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Follow image link: (https://ref.wisprflow.ai/thecode)
Caption:
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==Your dev stack got an AI upgrade everywhere except the input layer. You're still typing every prompt, every ticket, every review comment by hand.==
==[Wispr Flow](https://ref.wisprflow.ai/thecode)==== closes that gap. Dictate into Cursor, VS Code, Slack, Linear, or anywhere else you work. It's syntax-aware: camelCase, snake_case, acronyms, and file names all come through clean. Mention a file in Cursor or Windsurf, and it auto-tags.==
==[It's the voice layer for an AI-native workflow.](https://ref.wisprflow.ai/thecode)==== Speak your intent. Your tools do the rest.==
==Available on Mac, Windows, iPhone, and Android. Used by millions of developers, including teams at OpenAI and Mercury.==
==[**Try free**](https://ref.wisprflow.ai/thecode)==
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##### **INSIGHT**
## **AI adoption is a myth. Here’s why it doesn’t have to be:**
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**The contradiction is real.** Most engineering teams have jumped on the AI bandwagon, but very few are actually seeing a real bump in productivity. A former Meta engineer, Vasuman Moza, who now runs an AI agency, argues that a rollout doesn't guarantee adoption. He makes a valid point: one of his clients deployed Claude Cowork to thousands of employees, only to find that productivity barely budged.Â
**On paper, AI adoption is skyrocketing. **But in reality, teams usually fall into three camps: power users (who daily-drive AI by chaining skills and connectors), casual users, and the silent majority who barely touch it.Â
**Ahead or behind.** You don’t need to become a power user overnight. The bigger win is simply using agents more and using them better. Responding to Moza, Google’s engineering leader Addy Osmani [breaks down](https://www.linkedin.com/posts/addyosmani_ai-programming-softwareengineering-share-7492628283923206144-VcpC/?rcm=ACoAADKnyD0BmPc_iOJu58cnenlm5DCGPJtTP9k&skipRedirect=true) what each group should do next:
* **Already ahead:** Share your process. Call out which tasks should stay human-only, when to pull back on trust, and what a solid code PR looks like. Save those workflows so the rest of the team can use them.
* **Still behind: **One reliable workflow is worth more than a hundred you don't trust. Start with a repetitive task you can easily verify.
* **The feedback loop:** Treat the model like a new hire. Review its work, fix mistakes with follow-up prompts instead of just accepting them, and once it stops surprising you, document the winning prompt for later.Â
**Stop counting logins.** For engineering teams, a better metric is how much work is still manual, hybrid, or fully automated. Find the power users, give them room to share what they build, and put agents inside the systems people already use so adoption doesn’t depend on learning another tool.
PS: If you’re a dev looking to use AI more effectively, our engineering team put together a [Claude Code guide](https://thecode-claude-code-guide.lovable.app/) to help you ship 5x faster. For engineering teams, Vasuman’s [full thread](https://x.com/vasuman/status/2085806422072418632) goes deeper.
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the day.
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* **Code Review:** Vercel's CEO argues that if you're not reading your code, one of six things is true about you. See [**where you land**](https://x.com/rauchg/status/2086513316265181213) (1.2M views).
* **AI Interview:** An engineer cold-emailed his way into a Cloudflare AI interview, no LeetCode. His **[writeup maps](https://x.com/aditya_ghai07/status/2086438283840758092)** what Big Tech wants in AI hires (3K interactions).
* **Terminal Toolkit:** A senior engineer shares the [**4 terminal tools**](https://spin.atomicobject.com/4-terminal-tools/) he uses every day. Try it out to see if they fit your workflow.
* **Writing Policy:** Clay's engineering team wrote a [**4 rule AI writing policy**](https://www.linkedin.com/posts/vaanand_we-just-instituted-an-official-ai-writing-share-7492584308881330176-rcmv/) so useful the whole company adopted it. Rule three changes how you'd use ChatGPT at work (6.8K likes).
* **Agent Backlash:** A Meta engineer argues the industry's push toward long-horizon agents is quietly backfiring using [Opus 5 as exhibit A](https://x.com/kunchenguid/status/2086557022422770096) (2K interactions).
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##### **TOP & TRENDING RESOURCES**
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Follow image link: (https://www.youtube.com/watch?v=PnavRnhuC68)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How a senior engineer decides when to use Claude or GPT:**](https://www.youtube.com/watch?v=PnavRnhuC68) You'll learn how to select and combine the best AI models and tools for your coding workflow. This senior engineer breaks down how to choose between options like Claude and GPT based on prompt precision, code quality, and how to orchestrate multi-agent setups effectively.
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### **Top Repo**
[**Xirp (by Spotify):**](https://x.com/SpotifyEng/status/2086795659651191106) An agentic development environment that manages your sessions across Claude Code, Gemini CLI, and OpenAI’s Codex. Already used by developers at Spotify, it’s now available for you to try.Â
———————————————————————————
### **Trending Cookbook**
[**7 rules for self-improving agent loops (by Google):**](https://x.com/GoogleCloudTech/status/2086874630032073142) Self-improving AI loops often game shallow metrics, optimizing for high scores without actually delivering better real-world performance. This guide provides seven practical rules for engineers to define custom, rock-solid evaluation standards that keep autonomous optimization loops honest and on track.Â
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Caption:
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##### **AI CODING HACK**
--------------------
## **How to stop Codex chasing the wrong goal**
Codex's /goal command keeps the agent working toward one objective across multiple turns. This works great until the goal is too vague. For example, if you tell it to "improve the checkout flow," it burns through quota just trying to figure out what "improve" actually means.
To fix this, an engineer recommended using OpenAI's official [**"define-goal" skill**](https://x.com/ForwardEditor/status/2086786388469715008). This automatically rewrites loose objectives into something verifiable before Codex locks them in.Â
* **Step 1:** Install it from OpenAI's curated catalog, then restart Codex.
```
$skill-installer define-goal
```
* **Step 2:** Call the skill instead of typing “/goal” yourself.
```
$define-goal improve the checkout flow
```
It rejects vague goals like "keep investigating." Instead, it asks a clarifying question whenever the answer changes the outcome. It then establishes a goal with a defined scope, acceptance criteria, and a verify command.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
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##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
Check out [**this repo**](https://github.com/mattpocock/skills) that provides a library of slash commands designed to guide AI coding agents using senior engineering practices for planning, specs, implementation, and reviews.
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
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Until next time — The Code team
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