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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Tue, 22 Sep 2026 14:08:03 GMT
Subject: 🚀 Chinese phone makers enter AI race
To: [email protected]
Date: Tue, 22 Sep 2026 14:08:03 GMT
Subject: 🚀 Chinese phone makers enter AI race
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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;"> Run agents 24/7 on your own server  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> September 22, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9u_oCChQOPyB6SSXCcNXhANbRrZTq9WLSbJdQzFF6cnZSX15NmU_bJrI6_h9Typ8xmawAUuFEJt67M5YOxRFjm44j7uwXDWs5ErSWsDFYznyNNWGYWJJsa55v53r-hn-BATmc0L5ZOt1yXkDkraQ0ILwjcWoQbt28B_Zy1kzgmHUmjEv2blLEtAT31cTulUIX6cKIQ5hrvDbXotjEdZ7ZboMMU582blIPMbK_CQSbfSJSe3x4eVKiy2dINWw81wJxXcjlgr2aJYBvAWGR8_OmSsKxzOLGFSLBrX3AKEWQmk5R6NmddH6RM6YfPEnMjxe44SnnsAM10lA9mKRenKBzgaMuUY800_2Dh9RrxoAwm3enUPSgy7jtA4fJn-fEl4DmseunrTmFegrU3mtPxFV6DyzbnEIygcNE6UERZDMuTCUpeS09rZh44JysgmTDWvZNgNMKZ_O03V8tYH8XLGfSTYIjX39bi1r8r-JeQPm-PoiSicgn5CaTd9tefKLY2f8UgqW3TrsUp10uWn4hzoT3XxKpFtNIQcvmt8EwIb12dJwnQe_rahI05sfd3hKnR12oxWDpCrcwjZbJtPaHVmwrEa7j-uLgQKscheNl4BjFnHF36D1-7lq2Idnb_vJtUfiaUAIdmPomd2ML1PYNLbRz1qgaDxVGDt2K5stjg2m9GApLeDjuunHn6mPS94wId_xxcwBTMoC0XOrcDeXvxvPiNhjnhPVyweIOg6qLIM4Iz8vMegBhATp3IT1_sURZf5y-gAIuKKuaXAs_NfJEVlIX41mTxqMXQefHTwcW52-INlgg/4u9/NLd4tF1LRI68SwWGraboKw/h0/h001.mndgCV64e2kG7RAeNHwf7jPfL7FqVOOHpop66rtykf4">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/4u9/NLd4tF1LRI68SwWGraboKw/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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4tfjxs4OilyHvYZuO0WGre3B5W8BicKTBcpXuUCN5UInPqBiFSCnl6uxSOFGNWhvRH31gZaJjT0rJwaQycUe5OgalHug7BNsFbTqtj-QhC5QqGlDq5KrvSeq3KF_-Jp558fzgMzGVCuIP6p0GP_qYe2hyGVXvAvTpLU2rtv29F2Ln09EHjpMYP2ypeIH49l7bQ6Z2UAhawkay6gkhKFiWqUIbonKO3Pi0rbPuBpPE0fk8wsTAHhkAhGPkvka1xiy0E/4u9/NLd4tF1LRI68SwWGraboKw/h1/h001.sTSPiK1MZnrfO7hM21TZQ0RCbO3LIbBmPRAo1_tZ-9w" 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/155743dc-1a69-4e96-85a9-2819347c0e7e/Group_Wispr__4_.jpg?t=1790062673" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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> We've got a packed release day today. Grok 4.7 just posted major benchmark gains at zero extra cost, Xiaomi shipped two new dev-focused models, and you can now run Hermes directly on your existing Claude Pro or Max plan. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Also: </b>A tutorial on how to ship 2500 PRs a month, Amazon bans Meta Muse from shopping on their website, and how OpenAI’s Astra could outperform Anthropic’s Fable. </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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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;"> The quiet trap that catches new senior engineers </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> The 1TB version of iPhone buys you slower storage </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Run agents 24/7 on your own server (tutorial) </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Stop AI slop before it hits prod (cookbook) </p></li></ul></div></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcFjVMuGRr4ilZKR3tYF7ScL2fStZ5PxMHawlRo0ov1mCV4vyfPafQmWoTjAaBPhjymdhFEljZCIWKmWJ67fScM5dGDOflg14mxHnllaGq0qYBPUSainpCZ6_R7EczBtA98GLEnIah4ljlxjJ8r9uIWwQQ3vVr9WZnG_IoxGFOnrh1A3h1cFmXSTAOrvUC5fRU_DuKVJueEptYPiz4ToyesV7jEcRzbDEZpFv16bYYIels-dSYpiTnrpVcPJb-Ez1Fbev4KwFMxhAR99yPd1M-M3/4u9/NLd4tF1LRI68SwWGraboKw/h2/h001.5JZmYtKLIcCXpfJTyt-eFKCa4hUStMMqWoOK7RvEyfg" 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/44d087fa-acec-4dc8-89b0-15a9bc66d1df/Thumbnail__21_.jpg?t=1790069633" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click to see Grok 4.7’s benchmarks.</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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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>New Grok model gets better at coding without a price hike: </b>Elon Musk’s lab just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGP8FlCMFyFcHkwPlsXbJJMaUpRb0FfQMV81zEfAtjJfoC_OFCKsfdQc-nScKLsi4_wmbe8OsN3sYFVkY0sNtt6VMBqkGZglr5S-Xc8T_0iJS4PAJ7LyJo22Q5WbKHfclRlQ2TkQH4wtde6wUO2dm9Zd_LSYSEpB_Hyq7MnhPYKE_Eu5e21pBz01Lo4YyLKiBG04cK371KrXC1-SYXOx4hJvKU6MfpdMCsF5758lOCjHQuIU3Pr6wxDGLbixl-n5DmP9aWowLb6pcVKIBOvBuG5/4u9/NLd4tF1LRI68SwWGraboKw/h3/h001.LlrYR8NKV6OHga8cQCFV24GonjHCi3OnBOfPYgPY_V8" target="_blank" rel="noopener noreferrer nofollow"><span>Grok 4.7</span></a>, its flagship model for coding, agents, and knowledge work. Built on a larger base with longer reinforcement training, it self-verifies outputs, handles longer context, and runs agentic tasks through Grok Build. Compared to version 4.6, xAI's own <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcFjVMuGRr4ilZKR3tYF7ScL2fStZ5PxMHawlRo0ov1mCV4vyfPafQmWoTjAaBPhjymdhFEljZCIWKmWJ67fScM5dGDOflg14mxHnllaGq0qYBPUSainpCZ6_R7EczBtA98GLEnIah4ljlxjJ8r9uIWwQQ3vVr9WZnG_IoxGFOnrh1A3h1cFmXSTAOrvUC5fRU9bgK3x9FeU2FJNHInGTDeTqoLD6XduadTCAZPC3ceRPnx0Anj1obOC2BrtmSGJ_KJka5CWyW0UW0tzmI3UQKR5/4u9/NLd4tF1LRI68SwWGraboKw/h4/h001.T8E7RxspkQnYL_RLt--sYqzMHnwGAm32k4yMtK7nkgQ" target="_blank" rel="noopener noreferrer nofollow"><span>benchmarks</span></a> saw a massive jump: Terminal-Bench nearly doubled to 38.0%, while legal hit 19.6%. Even better, pricing holds steady at $2 per million input tokens and $6 per million output tokens, matching the previous version. Try it <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8lXzZqH1EnPOhoek5BweeocUo_BZxA379KoO9Ekfp3KwFeO4qSOeBjgkXekDNF7Vjw_Ts-XXUtBhboqeo8ANQjYapKrV2eAasQHEUIgRlvqAqNjoDMP0Df5TPKo2LB7P-owXi6jMea69svCkvJb_qMNmtd-sN_0yBw7arIEapx7IKgxds9EMPsypBNYTxu4eR5YZR-il9sXOC3Q-s112hcQejE30Zbxik3VdrtQUFWTRV0NgfnzRRCPO8gqdAJ7Mw/4u9/NLd4tF1LRI68SwWGraboKw/h5/h001.ktQPJBaRBRTNnqsAsbfIMyX30_32RG9Xkl2_cwYU-Xk" target="_blank" rel="noopener noreferrer nofollow"><span>here</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>The viral Hermes agent can now run on your Claude plan:</b> Hermes creator Teknium just shipped an experimental <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcFZSCfWwxrCqW31tGkDS95_msoZCZEPNxKcsUwSbIRfoxhtEdw3vbeTO4OkplkUPc3lprZIL1Ow1RBHQT5iGnU7SSzZhLTuWeunuVBMJ4SifmcyOuT3EXgnGkMbKB7oghqiSI5b4NRbh2mm6K3JEFaoyM5AdbbISe6uFniSRLKLeTCMzj0HmXRnWQKhgJ6WdCTEqo7cs-Jae4lpO_pafHfflCS5IJRHbDziFQ7gDfKLPi9jHH4PSdYvC7S4nIMukdn9fmLoU956_6Mszv6nhlBE/4u9/NLd4tF1LRI68SwWGraboKw/h6/h001.KOFlc3xXcWYnXwPDUkUZzdajTVdihExW-txLekd95d4" target="_blank" rel="noopener noreferrer nofollow"><span>plugin</span></a> called Claude Subscription DirectSDK. It lets Hermes tap into your existing Claude Pro or Max subscription so you can dodge pay-per-use API bills. The plugin runs the actual Claude app in the background, meaning you don't need an API key. Just a heads up, Teknium says it burns through your allowance roughly 1.7x faster than using Claude Code directly. Try it <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7qNJmb98SN_mgLmFuN4S93ZQjIG2hz93SZvURCfjqrAGhELNDLkd_ApijVlW-D6OKYHq_KP0JQWEPwvdWz43kqJSI25hjdVAVWuq5MBhuYnvdGV_0EX4cXvzJJy7ujWoS5ajrg5vMo92HPeLZBYgxInrDz3I3Gb_YxHTx3B5MeIm0t0UcTpxAY2LM_CbNH_1wezCiXFxjbktgBCIxpOFuRFK105jGmd1qKPk0kQmUbbGh5cmaSLPj7UBodLPWRFuOW3bidt4zfT0Mj0KdtNGCYOpuUUkqj3d9JHJz6jyddAdRoZe17DK6clya1dJDPq6Dg0qT_TWXjNq1GH8ej6dwOY/4u9/NLd4tF1LRI68SwWGraboKw/h7/h001.cJln1RIYHBbcshIbYRWKx9sZEwQ1dBYnkuhQKQ_iHXQ" target="_blank" rel="noopener noreferrer nofollow"><span>here</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>Xiaomi hands devs an open model built for agent stacks:</b> The Chinese electronics giant just released <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcF-uiteLByTOulAhPhKAEiZgprSfb6to8YQq6VpB7mv2YOoiG_JnRqbRlwSwN6emslhYqBPP0z1bIQNqSfUlM2-LknVrcFco_vtneUkCNQof2g3RONH1ycFD-wP-qlkyEyvsWKkjnxWPbqf7956VZVvPY1kb2XTRAQP8N80JRFT1Y5DzF6zjv7A1SRNW1v6YnNZ-BWwMLnlinRBWZZrj0j6fu06ew9i9ewKm_PxshKoiovgkfMf2yT-V2YDdTc5lt1wPjaC2th8GehrdUxVJKXM/4u9/NLd4tF1LRI68SwWGraboKw/h8/h001.McYb8lsTp-mhqbeWDbla3c4cf9ztMmjh7EgAIx-qutk" target="_blank" rel="noopener noreferrer nofollow"><span>MiMo-V2.6-Pro</span></a> and its lighter sibling, <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.pljPPsurrJ8ITcFAp15gIenH1sVW-1IfWDQx6lU0MCw-TkpM2WkSEKu0QuqxtBMbmVefgLqD_EiecX_MMPcBcKW394YB6z5Yv2MUKL7c1zDPcVO3BEh87r0F5j2LZM7x8qou80nzypRf489eR91VizI7dg7Uoj-NDFBpmvf35u3b9boiUoDGQW3xqOMCAiyWacVVmyEuVn7VulyqnES8a-kZA0SAU-3xMOoJSrw92aGTThdTgHUYoB-lHNljIGCMTX9IbEeWFXQ01nDrnpwDo-tqY0ZElbVI7N5s68QOkUc/4u9/NLd4tF1LRI68SwWGraboKw/h9/h001.WSpn9t0dqOpVy1_5ojfV_dkyJ5oJnmct2bvfgU__c6Y" target="_blank" rel="noopener noreferrer nofollow"><span>Flash</span></a>. Both models are MIT-licensed and available on Hugging Face. They handle complex software tasks with coding, tool use, multimodal input, and a massive 1M-token context window. Flash delivers much of Pro’s agent performance at a fraction of the cost, making it a compelling option for teams running thousands of agent calls. Find the API <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLo0OBhEi-gCXiHpSRBb58yWZBYzAWAswFFYMuZpsERYbNa-48-o9K5fAHMI3e3rL_am99nKadF3O0tnT0xrg_HTZOuJVG35C6tNzDSOGEAs4hmmE3XQRRQKeBLxIPSNHxoqo3AlnGJppISHHe-NRG03L2cLzPHsT4HRFXWZfMpKOFnPaFDZhYteqAgJ0aMSpt4My8vXmElpsGSXEoQM-VOKrNKZDuD5nKx1feCHw7ZfzFLWM4H-TxlCG9eOyAfJp0sY6PfMxpQl3CYkW6l0TQZ0/4u9/NLd4tF1LRI68SwWGraboKw/h10/h001.p1_3NjCFK_7q9BduH860NWbR-IEP5bjDPkBMAC_whQU" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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-Lx5yv00vc9l4tfjxs4OilyHvYZuO0WGre3B5W8BicKTBcpXuUCN5UInPqBiFSCnl6uxSOFGNWhvRH31gZaJjT0rJwaQycUe5OgalHug7BNsFbTqtj-QhC5QqGlDq5KrvSeq3KF_-Jp558fzgMzGVCuIP6p0GP_qYe2hyGVXvAvTpLU2rtv29F2LqJ1G6YCG5mcKYi9LAWVvnA4Nqc3V2eJg4xX1zPaZp0Db995nqwSxto9KYTr1Meo3sX-oQfN_zqH81lycNFaX9E/4u9/NLd4tF1LRI68SwWGraboKw/h11/h001.x8zUVI9mBBC4GkIacFtruwLDZE8M2K8TDn4vUjbyTns" target="_blank" rel="noopener noreferrer nofollow"><span>You know what never gets written? The docs.</span></a></h2></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:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4tfjxs4OilyHvYZuO0WGre3B5W8BicKTBcpXuUCN5UInPqBiFSCnl6uxSOFGNWhvRH31gZaJjT0rJwaQycUe5OgalHug7BNsFbTqtj-QhC5QqGlDq5KrvSeq3KF_-Jp558fzgMzGVCuIP6p0GP_qYe2hyGVXvAvTpLU2rtv29F2LiiaBTJxu4vHEZ0Qj0_dP33zdUj7mi8hxookJQgww33SSt5KxYO3Bch4YDv-phgqoTUwESxsdnfHhP7DBxHR0uM/4u9/NLd4tF1LRI68SwWGraboKw/h12/h001.tUrgMyvP29bNn8-i0VS4eCMerY_pYk-aj26q6ZPRqI8" 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/1d03602f-4614-452b-a552-0bd08ddec2c4/v6__1_.jpg?t=1790062726" 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 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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%;"> Not because you don't care. Because after 6 hours of building, typing paragraphs about what you built feels like punishment. </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%;"> So the PR description stays vague. The README gets "TODO." The architecture decision lives in your head until you leave the company. </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%;"> Wispr Flow: <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4tfjxs4OilyHvYZuO0WGre3B5W8BicKTBcpXuUCN5UInPqBiFSCnl6uxSOFGNWhvRH31gZaJjT0rJwaQycUe5OgalHug7BNsFbTqtj-QhC5QqGlDq5KrvSeq3KF_-Jp558fzgMzGVCuIP6p0GP_qYe2hyGVXvAvTpLU2rtv29F2LhasX1Kg3xPdv6bGqlpHGeBhgvZO_Rnl67iZmzA10UO9rDdXSexEppPPD9uDV2wA4HqznQ5jO67qoFLwfhQxyCY/4u9/NLd4tF1LRI68SwWGraboKw/h13/h001.T_iAuNMaRB_DA_bV-sUpgQY3VbChOug6qCme8gLP3bQ" target="_blank" rel="noopener noreferrer nofollow"><span>syntax-aware voice dictation</span></a> that works in every app. Speak your PR descriptions, commit messages, and docs. camelCase, snake_case, and acronyms stay intact. </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%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4tfjxs4OilyHvYZuO0WGre3B5W8BicKTBcpXuUCN5UInPqBiFSCnl6uxSOFGNWhvRH31gZaJjT0rJwaQycUe5OgalHug7BNsFbTqtj-QhC5QqGlDq5KrvSeq3KF_-Jp558fzgMzGVCuIP6p0GP_qYe2hyGVXvAvTpLU2rtv29F2LtGP1Hs5tHFvdtLdOmAdr2vz3fOsyHp4M1hUAh0uQb9l7b5mlomfOCLZXkPZeRlLrwvUd3uGHHxjrd5S1d1ltT4/4u9/NLd4tF1LRI68SwWGraboKw/h14/h001.TulAdloatkRkdqxuaKzkR5TSOccafyMjQxZuu3EFwV8" target="_blank" rel="noopener noreferrer nofollow"><span>Engineers at OpenAI and Vercel use it daily.</span></a> Available on Mac, Windows, iPhone, and Android. The best docs are the ones that actually get written. </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%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpCP41Hj1I-Lx5yv00vc9l4tfjxs4OilyHvYZuO0WGre3B5W8BicKTBcpXuUCN5UInPqBiFSCnl6uxSOFGNWhvRH31gZaJjT0rJwaQycUe5OgalHug7BNsFbTqtj-QhC5QqGlDq5KrvSeq3KF_-Jp558fzgMzGVCuIP6p0GP_qYe2hyGVXvAvTpLU2rtv29F2Lo5oOs5Z-COB2UWD3qHznvWbKnnBNxhkeVhwm2q357OjJDAs6RKQpS8x2bh87Knlag9MZuYv2v0r-LKhBWJyNhY/4u9/NLd4tF1LRI68SwWGraboKw/h15/h001.tlyXSR4XlaT1aIUI9koLoVxH72reetP6E4c4TSGgktA" target="_blank" rel="noopener noreferrer nofollow"><span><b>Try free</b></span></a></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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>The quiet trap that catches new senior engineers</b></h2></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:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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/59fa44fa-71ec-47d9-a762-8a1b9aeb15e8/superhumanteam_a_guy_standing_on_top_of_a_pyramid_looks_stres_9df691c4-c724-4cdf-96b1-a579531661c6_1.jpg?t=1790071383" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t bb" style="width:670px; padding: 4px 4px 4px 4px;"><p><i>Source: The Code, Superhuman</i></p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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="font-weight:700;"><b>After the promotion.</b></span> You land the senior role; now you have to prove you deserve it. So you grab the biggest project you can find, disappear into it, and slowly start falling behind. Sunil Pai, founder and CEO of Partykit, calls this the "senior engineer death spiral," and in a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcH-JQJycIEqxs6tKudemkYwcdb_OToe_4PZgYsH_bibO4bPt7T4MBJCW4cBoDtp8IeibAREXDb2-N-PU3ITvuInbQoMXM7ME31JU9kB-Rc0LG4jG7JlhIzio0l9r5sRylowxTSXvA8aZXeoivM2kSI8TSYbu5DcQplygVCHVdfgCAjxNQb83qLX4q1NrzHaVddxammBXYzM7D8D2SJmmWVD0EBbs4HmyngFOj7UNkcocfhtf11iTUpyh_2oNGMITp_FeXVnMgVC50e259UOCeyn/4u9/NLd4tF1LRI68SwWGraboKw/h16/h001.fRI8S6O3n8-KRs0PgNkzO2rgpo5m3uJkfx_WrhQYR7M" target="_blank" rel="noopener noreferrer nofollow"><span>widely shared essay</span></a>, he admits he's been caught in it more than once. </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="font-weight:700;"><b>Staying afloat.</b></span> The dangerous part is how normal it looks. Your standup updates stay upbeat, but the work isn't moving. You tell yourself you'll catch up tonight, then end up sacrificing sleep, meals, and time with people you love. On top of this, remote work and coding agents can make the spiral harder to spot. There's less casual contact, more individual ownership, and fewer obvious signs that someone is stuck. By the time a manager notices what’s going on, you may already be drowning. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The way out runs backward. Pai's advice is counterintuitive: </p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Drop a level.</b></span> Stop cosplaying senior and become the most useful teammate on the team. </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="font-weight:700;"><b>Take the grunt work.</b></span> Clear the annoying bugs, the write-ups, and the tasks stuck on other people's plates. </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="font-weight:700;"><b>Trade outcomes for momentum.</b></span> Do a little every day until the routine becomes muscle memory. </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="font-weight:700;"><b>Share loudly.</b></span> Keep the team constantly aware of what is in progress, so silence never reads as trouble. </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-weight:700;"><b>Trust ships before code</b></span>. Small wins bring back momentum, and momentum brings back trust. At the end of the day, engineering is built on reputation. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0nuzvRvXmJgO4AOJpB7RPXPWS1dIXBxwemiCiJGXJhPMKBwOLADc1flQPy30cGGOv5BFQQfblVdgfAj8kSYrf2fJHi_6VJJYIWdpR4CmRs8L-kJtZTtb2sng1hqsPgt9i1AMWwcUAeElvgR0Y-YFKNHjl-L7nJDnL7Q4NHKAEoP6CEUf2Z97GAjZFTupXKWjCJQlCh-hKBntUCWocKN_l6G-Y35dwVHAUKE-U0SbjvXauGZEO73wAtntrg7H4nJL6v97Yv59AYBrgbjh9AhdKav5y1AqJC4yOPcJAoWqbdl3/4u9/NLd4tF1LRI68SwWGraboKw/h17/h001.Z90zYtxSXvQkFOTHdsfoq-m8P9RWI9_jx8Qc4zt3Oc4" target="_blank" rel="noopener noreferrer nofollow"><span>Read the full essay here</span></a>. </p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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 SONIOX</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><span style="font-size:24px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0virPgb8apKfIuvgKnAdcMGO-lfPQGIbIapf1LLqknqzEIUlypaGsaMTRm2fLrxS6PjyI4poa9yg58W5Sk6EQQ348tPAxeWDLd5SFzq1blOl8XjU5zX5GZm_iNswrzp6mg/4u9/NLd4tF1LRI68SwWGraboKw/h18/h001.N8bFeOjEeslLuFAkCMdsCuuvOlBcZB8TJ05_jaziUps" target="_blank" rel="noopener noreferrer nofollow"><span>Voice AI should work in every language</span></a></span></h2></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:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0virPgb8apKfIuvgKnAdcMGO-lfPQGIbIapf1LLqknqzBsMIupWWRJuT5E3WosJKNo8YYx5-FbVluVVRzDjJsi1MbkqbzKCWmXIsT4WHHXf_VElJlFel-SOIsOKC4-s3MQ/4u9/NLd4tF1LRI68SwWGraboKw/h19/h001.-uoOlz6dysezVSOR18wmFcVf71Hy2JGCJioRkUAHxu8" 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/ce26b383-24a9-42fb-b846-684112a7ffa6/the-code-brand-awareness_-_Slava_Obukhov__1_.jpg?t=1790062887" 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 0px 12.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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="font-size:16px;">Most voice AI still works best in English.</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="font-size:16px;">Soniox brings </span><span style="font-size:16px;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0virPgb8apKfIuvgKnAdcMGO-lfPQGIbIapf1LLqknqzl1cd48hz_K7omYn4XFoJBpPp1totJLx1NMz2WlNsINGj1HnzscTnN6x4d8VA08tZHAGCqdliIVClm-5pEbc4Gg/4u9/NLd4tF1LRI68SwWGraboKw/h20/h001.0f54Ab4R2jL8KLvae8FLOVXluEXN1O5dnBR3O3nRwDk" target="_blank" rel="noopener noreferrer nofollow"><span>speech-to-text, text-to-speech</span></a></b></span><span style="font-size:16px;">, and translation together in one real-time platform across </span><span style="font-size:16px;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0virPgb8apKfIuvgKnAdcMGO-lfPQGIbIapf1LLqknqzaLCxsLD0uFLHXN-EP_Yd_DuZB1sIMAtg5XJVFJO3shQTHjH_E_Cb3yFIz30SYI0o5JTENJkkvmZXp0FQq20Wyw/4u9/NLd4tF1LRI68SwWGraboKw/h21/h001.2xTu7Zsp2-QFzkQ3jsrQ0K3a4mGp9O9F1xiUqpT9S4U" target="_blank" rel="noopener noreferrer nofollow"><span>60+ languages</span></a></b></span><span style="font-size:16px;">, built for accurate input, natural output, and seamless multilingual conversation.</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="font-size:16px;">Powering real voice products at Perplexity, Samsung, Wispr Flow, Vapi, Retell, and more.</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="font-size:16px;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0virPgb8apKfIuvgKnAdcMGO-lfPQGIbIapf1LLqknqzBeUYySyPr0kCgZPhrkR2v6GiRitX4HaktBJ-BYI4JsKnS1v6cIQHlkXGH5pLdvxOrmMhWzHjlJ8T5KMpDRNPBA/4u9/NLd4tF1LRI68SwWGraboKw/h22/h001.fT0NdNNM85O2MEEmb7-uq56trpMXLUecv5U_hAS2DHw" target="_blank" rel="noopener noreferrer nofollow"><span>Build with Soniox</span></a></b></span></p></td></tr></table></td><td width="12" style="line-height:1px;font-size:1px;width:12px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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/e7f81b43-7c58-4062-90e8-bddf0531885d/Screenshot_2026-09-22_at_3.41.13_PM.jpg?t=1790071962" 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-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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>Amazon vs Meta:</b> Amazon just cut off Meta's Muse agent from shopping on its site. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHP7HgriYh7mS-JTXxT-mam-o710rsAIpYVhYJhCutOAwgFI4lWazKWMkb4r4qlSCNT9i_SziIj40o3Xo4U4O7xa2EeXBF8tgrt_Kh6UhwVQQcUI8efGBsmrwzd2J-erOH90uGy7CdpkipiMPbM5tg907107Aw0sYtNuVwK6NEFb3tnogAA0rFli_QWDJFl-dfhaL_YEsKpnlwBPcRkLCES28WFAH_eT_MUxKWZp1z9lQQNLIb18MPU2Y0psZsqR1ZpIQKezwKJ9YT0Hd9jTMqp/4u9/NLd4tF1LRI68SwWGraboKw/h23/h001._Q7L2ZWEK-YmlnA7gWuZIGUZMd8xkolCJuBUnMzlFuo" target="_blank" rel="noopener noreferrer nofollow"><span>The reason</span></a> hints at a much bigger war coming to AI commerce (3.4M 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>2500 PRs / month Tutorial:</b> Remember the SpaceXAI engineer who shipped 2,500 PRs to production in a single month? She just broke down <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcG4QhZUr873gwvF7CaugY00CelG44sGDJ5ADIj2sIm7BKR3ZBm3S-gWP-YdNHr4Abj9TJ_a8GLNLLi9FJ5Jc2pPlfcb-A-WGr-c4FaghXcPLJClT1l6FafOSQHqMveVkdgIy3BO75Iq12HzpisPM-OqoiR46hh6dhptRcdAR9MJ97aFKZjYXGjURXClT5fE_MmkIURLHqFZJuHueWd3nz3iyYzs5SJ3P-_vBmMywu2LnAOIZUi70MUgRj_Fwlv-t5gvUpAPE08Ws2natw-mwfXB/4u9/NLd4tF1LRI68SwWGraboKw/h24/h001._g89pdqa2yBgmYIRt3Z5OUtxWG1F_dRgKvpOz7V_wdE" target="_blank" rel="noopener noreferrer nofollow"><span>her exact workflow</span></a> in a new video (11K bookmarks). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Pricey Problem:</b> Paying $600 more for the 1TB iPhone 18 Pro Max might buy you slower storage. One benchmark <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcH-W_lpTWYB-DSE7uIIK4gyUDRuIGkmiySrW7jtU8fXlw_46S0rEeV_SeW2lquUyhN4BZFtQ_g1gkGfqlYYDD0QrgDNG2ynfpudDoqK4FfRMbt5OlMmsJ4AoT5zuIrN2XI9D0PEyCXgtdA_Kw0vM7edXpYTCEm8rJH-oW72USwKBj7p1CJnf9XLOjV5s_UpPyfC9v3UMvPExV17Z6bKz7J2b3A5GuzljcLF8WPwU0Bna2jkWyZKWXVAHzugtVYQNWxfAHSs5gOtyHDgf_nWe-NZ/4u9/NLd4tF1LRI68SwWGraboKw/h25/h001.382M1rfhbEz-gBXOXnzOtbroqD2uBzQFt1V5jii1xdI" target="_blank" rel="noopener noreferrer nofollow"><span>found the reason</span></a> (476K 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>Astra vs Fable:</b> One dev says a single agents.md file made Astra outperform Fable 5.1 for him. He shared the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGw7V3GRTH9vavRKGLnmvn3uC5hf4geCHWmtegYPcWCUVC9ElP-TIWXuwMJjjudt6RwWhix9muuWTtdpSyft9rNeleftODqEdqn4wSun0TKz2B4GP8KPRrfED9Dkro8l0uLesu5DnT2beFkLgnB-o4Rtg9EH9e3Bew8Xz_3gPW-cQ90JG-RWINniwIrWqlJqa5cwshNgJu0YpjV_tkP3FopDOghs_6yzz_a0qQ4IGxpOkkZzN6sikRPZpzd-aeziAd5iL-abuvZlLhYggD1mxlp/4u9/NLd4tF1LRI68SwWGraboKw/h26/h001.Kk5eVCUN27hsOXUIDXF5mx3ETMO_FGzDIM8SJxuz7Q0" target="_blank" rel="noopener noreferrer nofollow"><span>full setup</span></a>, tweaks, and all (231K 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>Jev Testing: </b>TypeSafe says Jev can't hallucinate, but one <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGV7QEbyXcgATuhjOxuAO6rY7QunindtPV4-f9oxBXNkzYNYJ9_K2vSC5ng0POogDs2aBTOMLZ3iimVNAvUAslf1ini1d8ma3KanLM-uP4gurmZTIgvik9FgZEi-WuTRUMzybp-IO8fzVYrWvcnUh7o5Ql-kOQ0SE1oZy-w_fKBMekncl4cOSwxxpjIxu836Pi2NEwCU3d4V3Ab3fAXqo5TrX8fGqo6_sW_gWu7PxnqoMSmbgxi7JeHiwpxQH0yEs7px7fitPewsyUnfbfAc3cg/4u9/NLd4tF1LRI68SwWGraboKw/h27/h001.U_neZvjtNUf4RPfWhblWVZE-nXYVwu8t3QXe6MQNuXk" target="_blank" rel="noopener noreferrer nofollow"><span>developer's tests</span></a> show that may not be completely true, and the discussions are heating up (3.4K 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>Inference Gap:</b> Did you feel Fable 5 get dumber in August? One dev measured why, and <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcFIOV1dIlj5AqM3XIIuRC6CT4i3lEbut0oXYWT_KEkoIwzu2Jrfs7jnd5OjMFqQAjLA55cYpG1sahDFIpWrhf9bWvasMQSuI8QwBgMPIpXm2lZK4FToBTUYo8R_ksipp-GgvAT_WBwBqIrd6gKlWQvDwHjqmjMuk-InM0rP9DKukg7k2rPeJt4VLpn3zZE7aCldotxoBRnbicvwTWJZfAfIAg0epz5zsuUY-NX3GMZMZHfMCGAgl1xYG8SVv9bDZlwb-m_K4poawn2nYiHkVRtq/4u9/NLd4tF1LRI68SwWGraboKw/h28/h001.ILTqhieuePLNh6UGDaNncQfsWB_HPia4vqEdK-vpj60" target="_blank" rel="noopener noreferrer nofollow"><span>his data</span></a> tells a surprising story (1.8K likes). </p></li></ul></div></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwvat8QeDpOZ-0a3Heb_ljsakTkAhIcMGfrMgZENV_l9IHHM0yrm7QaMuaramUK5rqp5O63O0x6YtFbwYdlvBoj479PcWcKqN1BDiBIDKfxZBylwXMNu4NhUHgQthdzzZQDfm7gEa8BCXEliuvZppXsfDcoN9io2TBsF-uOTkqY5A6vW77bVCnzd--mImfiboEMBktrHUdo03Wc6cLWAefjQCuvOtMwqQQAuVewPtOM7KrUEdYHtM4JzwWfVrKEPnQ/4u9/NLd4tF1LRI68SwWGraboKw/h29/h001.B9oRM8J-dcyZpdA_qHQtUKskcctz7H6cPxW96xKt68I" 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/3cdc1a03-fbe5-4da9-aacf-a413a4f854d1/Thumbnail__22_.png?t=1790070762" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" 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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwvat8QeDpOZ-0a3Heb_ljsakTkAhIcMGfrMgZENV_l9IHHM0yrm7QaMuaramUK5rqp5O63O0x6YtFbwYdlvBoj479PcWcKqN1BDiBIDKfxZBylwXMNu4NhUHgQthdzzZQDfm7gEa8BCXEliuvZppXsfDcoN9io2TBsF-uOTkqY5A6vW77bVCnzd--mImfiboFgdMQNr-DHoeBgadUD_OxmWbCQc4B7eS32quXabsNYwb7YxlPEhJYJ4xLSycKxFIM/4u9/NLd4tF1LRI68SwWGraboKw/h30/h001.eluug7sfW-G3UAeFkIzP8o6giGrhQ2qT0IL91Vfkpmg" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to run agents 24/7 on your own server:</b></span></a> This tutorial shows how to put DeepSeek Harness on a cheap VPS so your agents keep working even when your laptop is closed. You’ll learn how to connect different models through OpenRouter, switch between them mid-conversation, add plugins and custom commands, and keep long-running agent workflows online without tying them to your local machine. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Tool</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkgfwgySMmK4iTgcKLyrxmCxAVAgrqOD9a5CDE46qwFH34LA0fteRDFKLIdYy8lr5aX0-Q8e80QgrqsukUGCCsKa-DKClExBagcUNnf41qRMJMYJU2iU3CDopsRAhg7XoSJTw-UBqX-wd9muNbEoaYpPWRTEyZxEuG5yH45F6saXdnCAkYV_aZYDl3MTKvI53aJiYerHGYchmIeuNSw32ObL0BzbCEM5lYYA2E-3-iR8Q89NxFZyJZ-TAMDc6LBMpU8KXdiwRuZg4gc33x2hOVbg/4u9/NLd4tF1LRI68SwWGraboKw/h31/h001.Z1-MJrGn1A_LgpA2bnOHI6dJDoxIF58-QFqQwf40Vx8" target="_blank" rel="noopener noreferrer nofollow"><span><b>TypeSafe Agent Skills (1.7K⭐️):</b></span></a> Add Jev-style typed decisions and probabilities to Claude Code and other agents without wiring everything from scratch. The skill helps your agent design TypeSafe workflows, pull in the right docs and cookbooks, and use System One for fast routing, scoring, and other structured decisions. </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.y8XueU-stBfRyqUeoBxfLg6odKv1CTI_mv88X2-Wdb84iiIc8UEO2RVKTGA7alJuUSPMvgUvuYtejwQ6-dgHXQ7MtBBB-kZsQlTrI_-4IDI_wGYmX9WjYBgfoP78w8r-EYo9WRCTi6nqVKDIYMBxQyAsrLZZ3dd-TLAHvccwW2xRk3tYJFR6NW7zhAfBjyDbw4L7sqV-ElpQnqCcNwbxgNVIqMtjOH8FQwfe93dRSw1vB_L6hBeTmeulTcV5DxbAR9Zp-h8V_qJkSdI-1xxFrrX_NK49zHzhh3uuWlgddRwGD9Yb5ORdboMJIlJFvveB4bFABrU-T54tAm8lMygZVw/4u9/NLd4tF1LRI68SwWGraboKw/h32/h001.zvmKTlRq3RszMoBRmkXKPnj6LE0zcM19aM3qqojaShc" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to stop AI slop before it hits prod:</b></span></a> This guide shows how to review every PR against live production telemetry, not just tests and static checks. The idea is to predict how a code change could behave in the real system, flag risky scenarios before merge, and block changes that could break production. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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 test if your Claude Code plugin actually helps</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%;"> Google's Addy Osmani <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcGHi4qe4wQ9kYqog3YqTGsgclvzui7Y-9THhLliJmgLjKdDEys2hlHvmOkoOdMoouOC_oL6mptRXp9v_jYJeINCVWPRjNs9KHYLDWEGW96ImXP2iCEhAZdmOOT_1KNITUn46vuRWuF8WmUZ5brgaNLRTRMOOwooALoTm6dRIFSDH1D_G_hR5-S0H3uyK_bNDogYB0xt6J97-D4FoIGxoNQiHh2zupBvmUmp5KRWfH7B57HUO6BHQphfh-mq4XVARQDx0pHrH6-IehqrDUXmCi6V/4u9/NLd4tF1LRI68SwWGraboKw/h33/h001.HoVH-57SxUPjuFW6Fyp67OXbNFmZP6GVB68xACFYmFo" target="_blank" rel="noopener noreferrer nofollow"><span>shared</span></a> a built-in Claude Code command most plugin authors miss. You write a skill or plugin, it feels like it helps, but you have no numbers to prove it. </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> Update Claude Code first. Evals need v2.1.269 or later. </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>claude update</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> From your plugin's folder, generate the test suite. Claude asks what a good result looks like, then writes the cases and graders for you. </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>claude plugin <span style="color: #ffa657">eval </span>init</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 3:</b> Run the suite. </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>claude plugin <span style="color: #ffa657">eval</span> .</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%;"> You get a per-case score with and without the plugin, the delta, and the cost. Every eval run is a real model call billed against your plan or API account. Full case format and CI setup are in the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePV3PBOVROoG9niyZ0FY7lxnUySXGdgro1X1NlVf29RV0Wz4doAxt5MKnxELIlCjErwUVscmzHZFVcK2u1sMe5aRqsWT2QYu5OWhVTc3cw7XPmlIy2tbxEC1PzMKNh8uqkhWcR6JYRBf39-jI1Y2zH9P4-R28Ngql20ZCU1mNJWbJRXVd7v8PRB3FZP2ay4UdXp6tJMp5w9FQt-znwXQJIhKfm9PvFGo7mGfExgwegFcr8boQ2MhwzHK8mse_ICeUhkxPRo_7bwQCEf02ggHYtIY/4u9/NLd4tF1LRI68SwWGraboKw/h34/h001.vsnTFseFG_q4EC-Jg-ZtEq2ZFm508du3lNESLWOdQJc" target="_blank" rel="noopener noreferrer nofollow"><span>docs</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>P.S.</b> 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_32RHFBp4yosFBEGcrJdzl6IsGvlP5QameXhdZUVcJl4-L1WakJkP8A-OERBLqMDI-nScihSkF4-R7J8-n9_52B683CwdeGUU3gGkMah9HixgGgid0nlp-16GCL3rni4NpA0R60_wYEZVBc9vq8s09TVQ0xzDkXmMqtiJh7LTc8-4bQg/4u9/NLd4tF1LRI68SwWGraboKw/h35/h001.9666FsrsGYghWSeHmxwM_TG3tH_LIkyKoiZk751xG_g" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" 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 0px 0.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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></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 0px 10.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><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%;"> Half a month into a new job, this <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJc5HI2THLgeYmsOoM5E0hcHDhnLVUlK_AMx21YXH8URnGhjavOZxFYrAPfZIPxlwm7w-3BZnd_l7ptkJn1Igi0ly6OR2i7leCF3_SoV-JvGBunCbKSpRtpwp0gY7NnKXCSV1WHgdbMBeeZEaYrQDt9WHRLhlPJw7qUaaxTKsqKHDP1PQ_jKr7P-sSMi_asXFhZBDbmr7i8MDHIcfmi6xvpYjyHgeuBeTnWazeG0SEfoJzp-JhaDn4zBwAqAYGg8CayN6iP1GnwkZ_RniHi69qeeM0Qcpg62-MFj_KpFLEe-k/4u9/NLd4tF1LRI68SwWGraboKw/h36/h001.jdrjJzj38Y0UtbMsYvsXZJR6lU6LwCMLCN10NiOFVoE" target="_blank" rel="noopener noreferrer nofollow"><span>engineer's rant</span></a> about what's actually happening inside big tech is going mega viral. </p></td></tr></table></td><td width="10" style="line-height:1px;font-size:1px;width:10px;"> </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 0px 8.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="8" style="line-height:1px;font-size:1px;width:8px;"> </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><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;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;"><b>Grow customers & revenue:</b></span> Join companies like Google, IBM, and Datadog. Showcase your product to our 350K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585EkgkS9pfWTG5y2Nsx7LdDLw0QWwsWlYVpXzBUZ0BgeWiFxYu2DGS8PajM_TJYYNuq0UgBMadsFNuxkgmeKtvV19m2sfR_pVBDt_t0gJvt61WX_PF3_Ay0diTy9fC30yQjXvZB513jGdGzgkvxwKg6tFmCZ9fz9-xNKNpF6wMqD4/4u9/NLd4tF1LRI68SwWGraboKw/h37/h001.ZYiY1g9fThmYSs-PBoRCtEYx_7DOQgtCrp63AFKaXmU" 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="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>Whenever you're ready to dive deeper</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%;"> We put together a few guides on coding agents, agentic engineering, and leadership frameworks to help you level up in your career. <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9swIO_4_RCL9DE5UAlr4-SyFehzOuLxMx_QVrGzqL-mob3ROeLTAtnfkCvx0syn6cNakS5lIjm4giQ3s30clGuTSHWRx6_NCCyXWTS_Ovp0FTny8dbYU7tvphAn9tnKQbruvON-GDV-vtmkO9LgNT8iLZzDk871FmLpTKDu6eCwUVkOdsSAgI8IwT69xRu2uVEmYEUEPSsWxBOo3RcC6TqtIz-EOm3I28mnVYnDDcIHwCggdJXVfADSA5rxvTpEEwN7BA6HXUZMuzVpV1vETRrAp5OBPogvsmHWmUaGEVLx7epolVS5IC3gu3EhOaYkgpciF96cRTFd_DXU0l_-lBDpxPpCnHMGI3ai3Xd-Gue8K1Vf_IAGIcKLmqnWwq0NpTiTJ0SUXkC9IBTTRYzH-ql_GbJ2WhoTKdgQCK3XYb9KdyoK01w9iCIAsqXB0N2tltkF8wTdCFZ-y665-BUlrnH7kT2esCPp-fYYOA9Pj45KD1arOdoS5gbZudS_0JD07bZGdeoGucV5hG891mn99VPcvrgXype0qA6J8wNIgvD585gOffOubDxTvnf1xX7WTWIg0jA0p99INaY2DVr8AaMY9iVoutLtzdcPRyP4hBVgy67Dp3oAs5F_lCQMvlFjQNRzCFjLZqmtiEyrZq5aM3_UzmZ_AUjKmo7zO7u6Rrgd8vd-sxdhtDN5_acdOUUeGlwTDmH90oxOCmaQdYtKDu78_2DBW1Ikbd3aXk8e4mLVB0lnqhgQNBLlE-1ijmU3xURtLIDD32yyFcsJApYIYU1Yg_gBwuApcqvl4xqsnahRPA/4u9/NLd4tF1LRI68SwWGraboKw/h38/h001.hnFZyZfqtOK4w08SC7a0j_0ojspCwXhIyuwxVE6-f8U" target="_blank" rel="noopener noreferrer nofollow"><span>Browse all our guides.</span></a></b></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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GGzD11PtNfsZxKhC9321MyVJ3OhiYEfiOEraQ4y7Y5_f5K4OV64kXiKgm3glc_W6jmMtNWOSqLLn1PiKRBvI6mT7AhDUfYeryNRTB7Kc-clGY15IIZWValsBaQHMEeo_uyekVEZ09A6UDxiSmHuocdG9mxxlLF4NpHO3hBrEkH6FPT7gwVnqZMW_lO7c-qqVvGdvxAhQgg8w1LbHcQANfJCpQ7Qh6jhItzvnTUtvWDcNu4mjMbUzbF44XrTUwAlnegyFQdweGv5uaMV8_BL9hy2DF3vZTcUFiY3EhNwLA0LqThPYq3aqgM4ROBUjfJbpkCDLYLk-JPzic04wbCjT39lf1pMiYXDGZd4noAY7zHuY_-ikHYp57228vUNEBz-1zAbPVDhIMgzcjXhThuvy4pDxmcPpzHuchBakxQfS9Q-6L0fi1I6kRVNjOVRurEnmsV7HXwrIi8eFnJebhe01ULXLIHxocYZ6_DPlQj7ijMguRX2P_oAPHJkdzlnNKEQjuOsOu9ev34fiznM5E9K4GVMYHrMO1LOq26R8jlu-eaBCLKf796XLLFU7CN4UOXHBdPj6b63ZwWWOuiSMdUS6reuunOfYGjRtENvh7gpV-cU9XcXAy5mFRBuCGp7pzNaBL25bX7yubWz6eXyRfLonv26p9YOcYk2ikrrUOJyhVlLn5tYvwjeFa4e1q0mL8n9Hw-wHtCU2G5fJMbHSVk6b8BRba8wXFEULsslSi3QhKFTzfT-WgmmzsQfzYAgjPq7fGKZX7n-WfPFOdRAYWxjQGtJPW7qfuaJ-cbpHfVvgLBadr7sYuiJlJ_aMprb-cEv_fV9qE2KEHxJbhdlbhUe4AcRKfcbgQ4mxxuCXyc0jTCzCb2RUKdwd9JHGDZz8TuY4a_7yAuJrNzu0tzSHEo9ZWLt/4u9/NLd4tF1LRI68SwWGraboKw/h39/h001.4oObB5N0pfFnoeVfJ0gFFy6CchwA9JZ4rEY97N-djVg"><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_h9ck9FHbNLn_TPegGoz3UXpu4KbhFEL-WgnY6JOIpJ-Cxye258idoDvwkA0PFFV3nHbwNnvXvx0AU2S4GWO4ccwyPvEBCQJOzqMoJsVfIbiDvv20Sdt9OHDPc9QJ8oDnMBrGu8sI2faaRVLunHtoHL2GZd89ofzPmGDHNyAEhmC6TqC84I9VK8F7kbvgE5orRksfGvDpdfWtjtEBau9oPIU4N0nUFnKizVo3gvdNulXfYgleQ0X6ZgWzEcj9BWU88xiY19mAtTCZHhn96iaFnsxFL0ke-e4XCykPjwv6b5AKwNyhPqZofxwQ7IPvvwHbYbsdMVlAKgmh_Z6SC7k3rkR10mCuoHNIlyROss1HdYYApTeLn_Uvjsk4FQwS9iaCV4xf8A305d1jLiBHSOeLBm_kHTX2rbLegLyiVkoyct-pXle3r8-kLcJHVUK7egJZmZ6K4i46QUpo50-TkydIChp4VDRb2ecmm6l_emBjGsbKSiQXAxyQYag68Uea_s-0rjTs6v6nJrnZnkgN1SN9HxFQyDy36YJhCJGp_CqJ7QPYoqd2LBiFI1qOElFC8eves4OJZ2OAXKkSidy_hJ5i2ZMBVTyiPlUl_Mk4a5tJFVUsLyXdpoCuVLp9I4mRjSpus126zKZqosI401SkVe9K1QIy8g290eXNRjTQr9CmGw3rdiIGSw2DPvYKW5GrAxh2IAo0xLJ18E6tqBzN4YI86KwaGWCwBC3RXl1aR1h2ssX2yyK1LTqKjmZfRLZpodedMKeScjRocN650UPf210NaLkg8k6_Mk26xmA8EKfIStfGTcBRyTLKw0WU4AKWX9nr0AsLfAg5S7sDpMNVW1FaIs3ooq5TzD7FdpI8ugzsLjc5faScVuUYlGFITkmTIzqIUXsxpRBndJNk-rXXhizgIdhQda98V-Y/4u9/NLd4tF1LRI68SwWGraboKw/h40/h001.hTdjVV0Hafgj8ZNHyk0bkV4SxVJosr4iCUa6J1D6qV4"><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_s6AftXBC3OfCry1RhB4x4mFLXsZCPaiWDVb907wr6mqTeZaoqEGxxAinxFsPgrNihV_yAxzdJwHwW_6vfrA9SgeI6g__Ps7lp9W3y231_-RZnCeuz94mQDj2KHGgXp0aXA_ghEZ2Y19IYNBOi0i6RwinrJnI9qjRySZTEuMcf8mY_uJUR9vb-spWqTlANgUMmiNZkiwXZtvmGqTgexGjfvmvbLceiKe5LSo5Ou_8_ymwKs5ngOzMuURCnBA3_fJULGcGy33fEdtmy2nyBz3Qc5un5SNx0VCf-4h_5cyMOvAs57JVXnniTkRRYtsQxrnMKX5S_vS8dUbaP9cBW9TWrg_I1Ar0rKcKVPmsWGPKPyOCJkqHA-nB2mQWjBkERZvq9thMClAu7-zRfcINDck9lsAKtdLLa7BVbeZRMLl5vlnbrjkseKidqqwomMH-fv8D6okDxQ7wLb-NozJJBdY1nGhuMiHmDw5Dm1kWubdEmEGyemhE4VOCHGfelhaMrpWs-J31QnUBHa7hfxKszqHizUbtMEw4YX_tXoWSBBWm1HbcOXmkBuPynxqZEEp7y0lbhfFqvYWgEdYjwZ8V5cgwCegIW_eeoeKkCfe2a9zF-vGF4JGZb20ow1epUqqM9c0JNPkEndElEHCBUsYOvvnKXbhQakyyPCEZZ6rYl7fKB6xH0IBtgfOBrvquIZjU2YbDtOblm6sUp7O8EXmqeOGX06ycr99wvXkdNtebQkDRqi8MiGqpNrJOnEBNyHdg4TkEUeTUScr1MonceCPeWhGWQjOx98khn0wMNI2DC8m4yqhjeLCbfy0y6CAisDCFe_Nvz50eP58buX0hbxoDGdDa077LMFmAXZnqIKhpLXb8JzYmodacsanQBamI3M2X7L_aCFDzf3DnC_Hdk82PaUAiU_2K_fjOX_96p6VaBo4/4u9/NLd4tF1LRI68SwWGraboKw/h41/h001.zlXPdWOcM1ise6eVZvAp0NVD4ebXGTMWLp3_Rb1OMFw"><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><td width="8" style="line-height:1px;font-size:1px;width:8px;"> </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-nul9sj12zFsf5B2mUARHz8eemQtsuj9heuqKrHH1s-tVRKZVYORFkPX_RDmzAkX1amGvPNtLajRf5l64994OjvMveqL1i35VjihVxOsMHJhhqQikxAI_uCJKWYDGpdN_HDiITDZMoRLF8KX8MpoR2EGemH8MMluyZkwywD59NybcHtyPX3XG-51A1W7zgM0l4ZygElud96guN8zE9M1ZOaQnTn8lzD5GQvgXwSTDgdxjOpNZNxI4esmDDMFUbSD9VYulZTYi3iN1m6EBLmnU0-AiO4YmWLjTZfrexcrjD0d7EbvuWiYgWP4GIgSWa6tbPCIAAqBHWXTxbThHTRyZn5-Z635UJi-jNePB2x-C8Ynk9DLb1Uvqz3haR6w9EtFSw3fDin9KmBHOxFYPvDjfIoaPyQ5ApBet8p3R2st1UmwB86gH9Fby07-jPXsTQ4OSMDnSocczeLJukdWfwyIJeXrrNdgUXeznwwmmRIJdG-yU8IJgNRX0yFsoHDFIeXHJfSagT7I5CweFaGVfHzzTaAKhPQi6XORM7UMJLQhLRvBhekkCVTAjPr1Y8bM-ktpR4eWylVGq7lOAPwdWTnvxidyyoGeMDLC8QwFLf6kdXG40PiOBXfnzWv2Y9oNgbHEXj7uW5UikS5Fv-l1vFkJ39TICDeUgz38POwHvq5Lb678szGttVM_paQBI7qe3S3cPywYj7eJxZQGRSZDQ0zmc-QxLsk8GUekdxFgtIe-LsH7VLgMc706Nc8qEFVN2rCP3qNozOKWO4sb6QFDZ5gJjrPDybPZ4A_D1UK-mxi_CLeQb5i9Rr91quJH2QHu51xV45FuVn_vlQph83XJrLzAq46sfkx26LUIddbPHvowsH9KICuiQF6n_30FfFPlWJf1mY_8DAZXfhj3Pr5BeBPioq1Brn-9PH_10mPfyV2cdCV5gyE/4u9/NLd4tF1LRI68SwWGraboKw/h42/h001.1abj6E6Tp5EuPhso9JBEhDvF7z4U03nuNfGgCXW4DqA" 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/4u9/NLd4tF1LRI68SwWGraboKw/h43/h001.Vn4lr4li45TXoPqvSqFfbNY3Kti2g6YDaa-5-Pqlub8' style="color: #030712 !important; 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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/155743dc-1a69-4e96-85a9-2819347c0e7e/Group_Wispr__4_.jpg?t=1790062673)
Follow image link: (https://ref.wisprflow.ai/thecode-sep22)
Caption:
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**Welcome back.** We've got a packed release day today. Grok 4.7 just posted major benchmark gains at zero extra cost, Xiaomi shipped two new dev-focused models, and you can now run Hermes directly on your existing Claude Pro or Max plan.
**Also: **A tutorial on how to ship 2500 PRs a month, Amazon bans Meta Muse from shopping on their website, and how OpenAI’s Astra could outperform Anthropic’s Fable.
--------------------
### **Today’s Brief**
* The quiet trap that catches new senior engineers
* The 1TB version of iPhone buys you slower storage
* Run agents 24/7 on your own server (tutorial)
* Stop AI slop before it hits prod (cookbook)
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##### **TODAY IN PROGRAMMING**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/44d087fa-acec-4dc8-89b0-15a9bc66d1df/Thumbnail__21_.jpg?t=1790069633)
Follow image link: (https://archive.codenewsletter.ai/2102092784727679127)
Caption: Click to see Grok 4.7’s benchmarks.
--------------------
**New Grok model gets better at coding without a price hike: **Elon Musk’s lab just dropped [Grok 4.7](https://archive.codenewsletter.ai/2102069815225586149), its flagship model for coding, agents, and knowledge work. Built on a larger base with longer reinforcement training, it self-verifies outputs, handles longer context, and runs agentic tasks through Grok Build. Compared to version 4.6, xAI's own [benchmarks](https://archive.codenewsletter.ai/2102092784727679127) saw a massive jump: Terminal-Bench nearly doubled to 38.0%, while legal hit 19.6%. Even better, pricing holds steady at $2 per million input tokens and $6 per million output tokens, matching the previous version. Try it [here](https://x.ai/news/grok-4-7).
**The viral Hermes agent can now run on your Claude plan:** Hermes creator Teknium just shipped an experimental [plugin](https://archive.codenewsletter.ai/2102093483788107792) called Claude Subscription DirectSDK. It lets Hermes tap into your existing Claude Pro or Max subscription so you can dodge pay-per-use API bills. The plugin runs the actual Claude app in the background, meaning you don't need an API key. Just a heads up, Teknium says it burns through your allowance roughly 1.7x faster than using Claude Code directly. Try it [here](https://hermes-agent.nousresearch.com/docs/plugins/claude-subscription-directsdk).
**Xiaomi hands devs an open model built for agent stacks:** The Chinese electronics giant just released [MiMo-V2.6-Pro](https://archive.codenewsletter.ai/2102138559952290106) and its lighter sibling, [Flash](https://mimo.xiaomi.com/mimo-v2-6). Both models are MIT-licensed and available on Hugging Face. They handle complex software tasks with coding, tool use, multimodal input, and a massive 1M-token context window. Flash delivers much of Pro’s agent performance at a fraction of the cost, making it a compelling option for teams running thousands of agent calls. Find the API [here](https://platform.xiaomimimo.com/token-plan).
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##### **PRESENTED BY WISPR**
## [You know what never gets written? The docs.](https://ref.wisprflow.ai/thecode-sep22)
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1d03602f-4614-452b-a552-0bd08ddec2c4/v6__1_.jpg?t=1790062726)
Follow image link: (https://ref.wisprflow.ai/thecode-sep22)
Caption:
--------------------
Not because you don't care. Because after 6 hours of building, typing paragraphs about what you built feels like punishment.
So the PR description stays vague. The README gets "TODO." The architecture decision lives in your head until you leave the company.
Wispr Flow: [syntax-aware voice dictation](https://ref.wisprflow.ai/thecode-sep22) that works in every app. Speak your PR descriptions, commit messages, and docs. camelCase, snake_case, and acronyms stay intact.
[Engineers at OpenAI and Vercel use it daily.](https://ref.wisprflow.ai/thecode-sep22) Available on Mac, Windows, iPhone, and Android. The best docs are the ones that actually get written.
[**Try free**](https://ref.wisprflow.ai/thecode-sep22)
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### **INSIGHT**
## **The quiet trap that catches new senior engineers**
--------------------
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Caption: _Source: The Code, Superhuman_
--------------------
**After the promotion.** You land the senior role; now you have to prove you deserve it. So you grab the biggest project you can find, disappear into it, and slowly start falling behind. Sunil Pai, founder and CEO of Partykit, calls this the "senior engineer death spiral," and in a [widely shared essay](https://archive.codenewsletter.ai/2101361724766953754), he admits he's been caught in it more than once.
**Staying afloat.** The dangerous part is how normal it looks. Your standup updates stay upbeat, but the work isn't moving. You tell yourself you'll catch up tonight, then end up sacrificing sleep, meals, and time with people you love. On top of this, remote work and coding agents can make the spiral harder to spot. There's less casual contact, more individual ownership, and fewer obvious signs that someone is stuck. By the time a manager notices what’s going on, you may already be drowning.
The way out runs backward. Pai's advice is counterintuitive:
* **Drop a level.** Stop cosplaying senior and become the most useful teammate on the team.
* **Take the grunt work.** Clear the annoying bugs, the write-ups, and the tasks stuck on other people's plates.
* **Trade outcomes for momentum.** Do a little every day until the routine becomes muscle memory.
* **Share loudly.** Keep the team constantly aware of what is in progress, so silence never reads as trouble.
**Trust ships before code**. Small wins bring back momentum, and momentum brings back trust. At the end of the day, engineering is built on reputation. [Read the full essay here](https://sunilpai.dev/posts/the-senior-engineer-death-spiral/).
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Caption:
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##### **PRESENTED BY SONIOX**
## [Voice AI should work in every language](https://soniox.com/platform?utm_source=the-code)
--------------------
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Follow image link: (https://soniox.com/platform?utm_source=the-code)
Caption:
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Most voice AI still works best in English.
Soniox brings **[speech-to-text, text-to-speech](https://soniox.com/platform?utm_source=the-code)**, and translation together in one real-time platform across **[60+ languages](https://soniox.com/platform?utm_source=the-code)**, built for accurate input, natural output, and seamless multilingual conversation.
Powering real voice products at Perplexity, Samsung, Wispr Flow, Vapi, Retell, and more.
**[Build with Soniox](https://soniox.com/platform?utm_source=the-code)**
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
--------------------
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* **Amazon vs Meta:** Amazon just cut off Meta's Muse agent from shopping on its site. [The reason](https://archive.codenewsletter.ai/2102012446600794222) hints at a much bigger war coming to AI commerce (3.4M views).
* **2500 PRs / month Tutorial:** Remember the SpaceXAI engineer who shipped 2,500 PRs to production in a single month? She just broke down [her exact workflow](https://archive.codenewsletter.ai/2102050467505430555) in a new video (11K bookmarks).
* **Pricey Problem:** Paying $600 more for the 1TB iPhone 18 Pro Max might buy you slower storage. One benchmark [found the reason](https://archive.codenewsletter.ai/2102062295241396438) (476K views).
* **Astra vs Fable:** One dev says a single agents.md file made Astra outperform Fable 5.1 for him. He shared the [full setup](https://archive.codenewsletter.ai/2101956340877000754), tweaks, and all (231K views).
* **Jev Testing: **TypeSafe says Jev can't hallucinate, but one [developer's tests](https://archive.codenewsletter.ai/2101736546391244854) show that may not be completely true, and the discussions are heating up (3.4K likes).
* **Inference Gap:** Did you feel Fable 5 get dumber in August? One dev measured why, and [his data](https://archive.codenewsletter.ai/2101793422487204027) tells a surprising story (1.8K likes).
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Caption:
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##### **TOP & TRENDING RESOURCES**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3cdc1a03-fbe5-4da9-aacf-a413a4f854d1/Thumbnail__22_.png?t=1790070762)
Follow image link: (https://www.youtube.com/watch?v=iXqwX9DR0IQ)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How to run agents 24/7 on your own server:**](https://www.youtube.com/watch?v=iXqwX9DR0IQ) This tutorial shows how to put DeepSeek Harness on a cheap VPS so your agents keep working even when your laptop is closed. You’ll learn how to connect different models through OpenRouter, switch between them mid-conversation, add plugins and custom commands, and keep long-running agent workflows online without tying them to your local machine.
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### **Top Tool**
[**TypeSafe Agent Skills (1.7K⭐️):**](https://github.com/typesafe-ai/skills) Add Jev-style typed decisions and probabilities to Claude Code and other agents without wiring everything from scratch. The skill helps your agent design TypeSafe workflows, pull in the right docs and cookbooks, and use System One for fast routing, scoring, and other structured decisions.
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### **Trending Cookbook**
[**How to stop AI slop before it hits prod:**](https://polylane.com/blog/how-we-prevent-slop-from-hitting-prod/) This guide shows how to review every PR against live production telemetry, not just tests and static checks. The idea is to predict how a code change could behave in the real system, flag risky scenarios before merge, and block changes that could break production.
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Caption:
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##### **AI CODING HACK**
--------------------
## **How to test if your Claude Code plugin actually helps**
Google's Addy Osmani [shared](https://archive.codenewsletter.ai/2101921871092658655) a built-in Claude Code command most plugin authors miss. You write a skill or plugin, it feels like it helps, but you have no numbers to prove it.
* **Step 1:** Update Claude Code first. Evals need v2.1.269 or later.
```
claude update
```
* **Step 2:** From your plugin's folder, generate the test suite. Claude asks what a good result looks like, then writes the cases and graders for you.
```
claude plugin eval init
```
* **Step 3:** Run the suite.
```
claude plugin eval .
```
You get a per-case score with and without the plugin, the delta, and the cost. Every eval run is a real model call billed against your plan or API account. Full case format and CI setup are in the [docs](https://code.claude.com/docs/en/plugin-evals).
**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**==
Half a month into a new job, this [engineer's rant](https://archive.codenewsletter.ai/2101526107128529120) about what's actually happening inside big tech is going mega viral.
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 350K+ engineers and 150K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
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### **Whenever you're ready to dive deeper**
We put together a few guides on coding agents, agentic engineering, and leadership frameworks to help you level up in your career. **[Browse all our guides.](https://codenewsletter.ai/guides)**
———————————————————————————
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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