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👀 US companies are using Chinese models
Tue, 30 Jun 2026 14:07:15 GMT
🧠 Meta upgrades it brain-scanning model
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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Tue, 30 Jun 2026 14:07:15 GMT
Subject: 👀 US companies are using Chinese models
To: [email protected]
Date: Tue, 30 Jun 2026 14:07:15 GMT
Subject: 👀 US companies are using Chinese models
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</style><![endif]--><!-- __merge_tags_in_links__ --><style></style></head><body class="a" style="margin:0px auto;padding:0px;word-wrap:normal;word-spacing:normal;background-color:#FFFFFF;"><div role="article" aria-roledescription="email" aria-label="email_name" lang="en" style="font-size:1rem"><div style="display:none;max-height:0px;overflow:hidden;"> Also: Spec-driven development for production  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:8px 0px 0px 0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #FFFFFF;border-radius:10px 10px 0px 0px;background-color:#FFFFFFFF;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:0px 0px 0px 0px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> June 30, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9saYvJwG0-PnyYpBEizROZR5n0bh-tWsmyG6EVN_gmydeuTtqKtZP9EKaYBah4EbE8lRAB-WmWwS9eIrGWj4cEOSM66fUEl6gXIImfroPvsYKOFU8ySiWbsjMeB3ZR-n_ByIbPiwprKPdi9ZBHoVG-dc7GVyXlwMF7YN_zD_MXWPtKYVN0Wx1RV160ZA6pyLnoJJvY71_DGyzUquv5pJf4hdCPfYTKS2nfn8xjxRQ-a1VxFLQeOSkHefiqa5bUWsgLbVajifssG-slVAn6jBSw15doBSODfazsjKny9HwzOg_jcVgsJMmy1cO6Dv1C_V3wdfLo7mmvxlGTHtsRWaDZX8BVlDfC9f3xggZzMbmyjwuNnly1gJDBv0IV2tRIblgnHjxLsk5Oba6Ci2v70HtS9gx_xqGjsZT0W3lWIrwVMhcpeajjySDVb4xGPmM-zqZJEEi6j2JXk13mDdca8Jlc7omM7MfAcUvwdXovhEfgE2f-luQC3ly8hBtmkoZREwM7-eGEKiF0-xciZ8i0Ur0fNtustUHN0Xxsqy4MzAl8LKUPst1CYWDi-OpvrTPc2LTguzGcXaXt2DgoYH92XxZsnOlJndxkRQ4m1imTDnAU1QnFynJ_2xberxisrE-ocOPXs4-oF8ZsGx9KPdyApsXQFebPlxnPCcBmFe3OB7_4CfxnlukemxRwh-OP8T4cLpuy_ZYkZW_KClBAjkBmBylPa9D8d_2PTluXS-JZ90s8FP_Cv2G_Oh0Yq5FCGYxbcYmP2KbW071te14Gyhl3HeDRkUd36Qk16fIdB5d8qEp32VdyRhisigD1OJ53hbBujIAg/4rx/eYo4bkVUSFinCJhgsiCoKA/h0/h001.Ai-zJZbCs0OyKmJKNvDO_oMGwKIuxEqAFZtVBXwwALw">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/4rx/eYo4bkVUSFinCJhgsiCoKA/ho.gif" alt="" width="1" height="1" border="0" style="height:1px !important;width:1px !important;border-width:0 !important;margin-top:0 !important;margin-bottom:0 !important;margin-right:0 !important;margin-left:0 !important;padding-top:0 !important;padding-bottom:0 !important;padding-right:0 !important;padding-left:0 !important;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm1bjMoQV8aE21czxfmbC_Xq-44HAEGMzyJcKFKUa01AALtWYHdqRe2GH996wHfXg27A2-DegHD-Pm3fmN9sDgV4eexo0ffHHvEadAshHbjljjvrQIKm6rdqT8UwuFYsYEbzodtZzqUyVv5B_aLxIviWmzsYNc1QioZ0OGQ_-gqSbpHwyvR_W2hIWFacjG03G1R1xXLzU62LPEIj66b4N2MSxZhM9lq9rG2bDOqiAwQIKqBJBUVmnfKf8NEXiO3VsS1vYtQ4EGCPO9pahBhm6irH88uTAWbcLSbrsxls2KtFtujmPHnf5GHhmMnWi2ezxc/4rx/eYo4bkVUSFinCJhgsiCoKA/h1/h001.qew4FgW65vjWyApk2FDUSVtakqI-JLUZMoCwIewVtkE" 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/2cdf893e-3e2c-4c6c-acdf-c53496be67e9/Group_Datadog.jpg?t=1782760869" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Welcome back.</b> The debate over Chinese AI models is changing — it’s moving from benchmarks to what's running in production. Yesterday, a list went viral on X naming 9 Western companies using open-source <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0aXL5Kt89hkwLszeYNcMPYIJ4qYh9--sDTHIJfnoaATiUdMO_UVo_zX35Yd_7NXxGpG7q6wZ84hoahrSihpVOEWb92FpiQNHGvbGLhmexH7Y-t1z5zRs_AY0IlAN34xzfxtzzG42xWxYVdaZrPQ7Sz9WsndNU3dXCAaReMG6SW7ojNN4OnWE7PxU1_Ac-Sul9hVCd_H-d6IxApt0On_HvTsz2OyjJSALfoNvvbUDgl7m_39RPUxwbxe9YVwd5Nv7XF5m3OMdqmmmDBsLSpVK7djDi5kCN1VUPq2h8vyvvZKiOTNySphK61cFDeRNW85og/4rx/eYo4bkVUSFinCJhgsiCoKA/h2/h001.fDJL3P1ZCr1mlo4aAiCJu2mCMxeKtF-d2YV5T0SSOho" target="_blank" rel="noopener noreferrer nofollow"><span><b>Chinese models</b></span></a>. The last name on that list will definitely surprise you. </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 CLI tool to clear App Store review on autopilot, Warp's founder on building a cloud software factory, and the local hardware setup you need to do real coding work. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:rgb(34, 34, 34);border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="font-family:Eczar, Lora, "DejaVu Serif", Georgia, serif;"><b>We’re hiring!</b></span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-size:16px;">We're looking to add more writers to this newsletter. If you have a technical background and want to write for devs and engineers, please reply to this email with your resume and a quick summary of why you'd like to work with us.</span></p></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Ly77bP3g4CEwzl-vC_YeohXIdI7EY64zCvdt8qMy6QNJSOk7yZWqd26j_zI9JuyLWlEC6N3IRCiwCTeU7Ry6QHhATM7F3-RfmiNTTXTA40slz0isbpAi2sVBPP__ivqVKcQbo08C6J--pilDAuuHuJw9IFyEHEE0JMFI43qeqHM5MnApH_hltABiPUOvm0d62jBB7nA_l94gSreVmscbACQdXbRdIHzRNA4yaZJpFekZr32nQfeVZ8C8O_a6tCtrgH6fdocX5mqwgGkNRaGQKm9AIlamtT8of1njWAlPY9Ui/4rx/eYo4bkVUSFinCJhgsiCoKA/h3/h001.d3B5hYLOgVQbxMuK2NHwoTh6x_eZf24600jDeIm0DRk" 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/98d0ff7f-3f18-4758-b933-46e6668db1d7/Thumbnail__36_.jpg?t=1782811622" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to see Cognition’s Devin Fusion in action.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Cognition slashes coding-agent costs with smart model routing:</b> The SF-based startup just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePRv3dYhu8IEdowNhNIAjswhx439juj4Y11pmy58WZ9wupDKRvAGQj647JmKxoZB-Xzg9lGmeNaWr_CyzeZh9xcLJRpHGv22Cqv89wi2DdhEqgbGH9QBh-t-SEMNoSeP7_5qvtYPKvrcDycHfAdPlY9YoHvZ83aztih7MNCBuYsN3E8P6rLyBJgBGd2bWQRH8bRUOvXbsYRbdg3rsLKwQYWhbdHRSQ_ywtTKac3kxhz3KKm_BKHlF2zp2nzKmwlu6-vnHVy8g-I97UqcfEz1hzQGgVVOOIZcYFHSJ4m5KjaxG/4rx/eYo4bkVUSFinCJhgsiCoKA/h4/h001.KuCgo2dJ_0L5LNJGYvgQsMW-XYTnr_kXSPDGIxhmaq0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Devin Fusion</b></span></a>, a new hybrid-model harness for agentic coding. It pairs a frontier model for high-level decisions alongside a cheaper "sidekick" agent to handle the routine work. It even switches between models mid-workflow to maintain quality. Cognition claims this approach matches flagship performance at 35% lower cost. Its router drove 88% of merged PRs in internal testing. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Meta limits employee use of Claude Code and Codex due to distillation fears:</b> The social media giant now requires its Applied AI division, the teams building its models, to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LxtLiK-tNAWui2Szmx2A2w_1sTf4DyucmDqfw8Lz1XqjzEXt7LxsDE9U85muPdCneMDP2qGLNE09dwxCU5eCHruKceG7CjPQSyOt8sMuo17-Df8KLGkVDK3LaXQom1zjIIWS7gAkvyszbtOE-HOMAPphflKx1X2qryU1tv3a7WTI2DPRYv5ZZH1bTppj9G8Y90YAj1lPmj1ZB-6eDywx6ovlPBp4KkHKaM3sSi7IqOKrwxRMqFuKvMf3J7S4EcEckHM1q5JXnVVWIhfGKD7fs_OD_4iCesZzQeVuhw6tBSUt/4rx/eYo4bkVUSFinCJhgsiCoKA/h5/h001.UWdzbRwW91fcnBtGEU6_rqWplVJGvWLggUSSbU0QXI8" target="_blank" rel="noopener noreferrer nofollow"><span>get approval</span></a> before using Anthropic's coding agent or OpenAI's Codex. According to internal documents reviewed by The Information, the company is worried about distillation risk. It doesn't want rival model outputs leaking into its own training data. Limiting employee usage protects Meta from violating terms of service that ban using outputs to build competing models. </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>Cursor and OpenClaw come to your phone:</b> The AI coding startup just rolled out a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePZvLWzzP1w_mXhcKiBFBM9TkvGSfy8fXi5pExe7nN0nK7-fIQgKMYxuSdpxETVB3iHqAhunbVjlJYyMxCOP5gZYbul0cGTC6VP-WXXp1sWLfS7stS9s1T4kyhlFQl4l9kE4ThC0fLQDzGmYqp1ByeOGftzN40zdEWHxnLli1q6EaiBx8NoaRNfpYgH3MvBwtnT4JCRLF4y3ComMiuPw6_p91rTIEH-9j8CGkQQ73rsJyPZ-lm98z6eO4Dmg5aSlHWyz-bomiT-LB15kyRkl4veo2LKcixMn8xwgH4zeMAxB7/4rx/eYo4bkVUSFinCJhgsiCoKA/h6/h001.6Gpj4VH4PKHB1_HeX5gk5yw8lh7py_uARllDyRKiM1E" target="_blank" rel="noopener noreferrer nofollow"><span><b>native iOS app</b></span></a>. It’s currently in public beta for paid users. Developers can trigger cloud agents, get notified when work is ready, and merge PRs right from their phones. Hours later, the open-source assistant OpenClaw <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L76dt6Nhd8q2ejMLwmGKKBQb4UorFyn9qaF38kE2IfdEzj068baXpryc1mY3Zk5_ehqDuaOyiTiApsu_WW8eJw07P4J4NL1iN5r6sSVmWucCSypY3fDkPgLMy9x8WAxXDdQaQRiFSAFI350mNYZyHrwts2aY-6FypZBD0ffYY_PbQ-ijFMLlqTCj-9-AFU9DiWSxhl_OaaX7srxtXfSTDSHhsqZYYasQonIbkW4kWlvA9w6vw5qWRfs9o8ZoG4IqbBClE3DH9PMSxDAE7uw3owtyCULPlHaO9mPSmjOYeZVF/4rx/eYo4bkVUSFinCJhgsiCoKA/h7/h001.8_E8a6sCz_aQpZVufE76YjMgjMj_k4DNzGl1caG2uSQ" target="_blank" rel="noopener noreferrer nofollow"><span>shipped</span></a> iOS and Android apps that run agents on the go. The message for engineering teams is clear: workflows are no longer tied to your desk. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(3, 7, 18);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY DATADOG</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/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm1bjMoQV8aE21czxfmbC_Xq-44HAEGMzyJcKFKUa01AALtWYHdqRe2GH996wHfXg27A2-DegHD-Pm3fmN9sDgV4eexo0ffHHvEadAshHbjljjvrQIKm6rdqT8UwuFYsYEbzodtZzqUyVv5B_aLxIviWmzsYNc1QioZ0OGQ_-gqSbpHwyvR_W2hIWFacjG03G1R1xXLzU62LPEIj66b4N2MSxZhM9lq9rG2bDOqiAwQIBIFFolA36ERnCwIYnQxvWwMHV8uEaLQQ9X-ch_gmiBoxkfbH7Xl14lpqsexx0pGsY3Fwu_Km00CCGV7OMW7vBg/4rx/eYo4bkVUSFinCJhgsiCoKA/h8/h001.SUr9JOu6SocLmGFuuk-Fk4PrrSZChArbigEHkowGwQs" target="_blank" rel="noopener noreferrer nofollow"><span>The frontend toolkit you need in 2026</span></a></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm1bjMoQV8aE21czxfmbC_Xq-44HAEGMzyJcKFKUa01AALtWYHdqRe2GH996wHfXg27A2-DegHD-Pm3fmN9sDgV4eexo0ffHHvEadAshHbjljjvrQIKm6rdqT8UwuFYsYEbzodtZzqUyVv5B_aLxIviWmzsYNc1QioZ0OGQ_-gqSbpHwyvR_W2hIWFacjG03G1R1xXLzU62LPEIj66b4N2MSxZhM9lq9rG2bDOqiAwQIHFoK-tqhPNpjsDtU5n3r6JO3y1fugYmkDBriwH8lioDJhKX26j-B1G1wV2qS2uyQ-Izd7a-GfA1G1iXjtW72GU/4rx/eYo4bkVUSFinCJhgsiCoKA/h9/h001._ZL1xck9JQfwSPdKPxIX_rGd6hx-7zvI5e-xAQCY-8A" 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/90875e6a-8a20-46c6-abde-13aa406139d8/DATADOG_30_june.jpg?t=1782761146" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Bugs can tank front-end performance before your team even <i>notices</i>. </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/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm1bjMoQV8aE21czxfmbC_Xq-44HAEGMzyJcKFKUa01AALtWYHdqRe2GH996wHfXg27A2-DegHD-Pm3fmN9sDgV4eexo0ffHHvEadAshHbjljjvrQIKm6rdqT8UwuFYsYEbzodtZzqUyVv5B_aLxIviWmzsYNc1QioZ0OGQ_-gqSbpHwyvR_W2hIWFacjG03G1R1xXLzU62LPEIj66b4N2MSxZhM9lq9rG2bDOqiAwQIMNbhfM_lLmZZJTsPhcggIulVhl7IT_CrcymUb6tEoH-mSGzaSIuyMy6fN8Mj8AAwC2NoGfHv48oBzB8aWU4SnY/4rx/eYo4bkVUSFinCJhgsiCoKA/h10/h001.Cb7xunT_QVd6tbHEMNyehELzwWlmJMdxqFSveafvaZU" target="_blank" rel="noopener noreferrer nofollow"><span>Datadog's Front-End Developer Kit</span></a> gives you the tools to monitor real user activity, troubleshoot issues faster, and proactively resolve problems across modern web apps. </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%;"> Get expert guides, best practices, and on-demand training to build better user experiences. </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/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm1bjMoQV8aE21czxfmbC_Xq-44HAEGMzyJcKFKUa01AALtWYHdqRe2GH996wHfXg27A2-DegHD-Pm3fmN9sDgV4eexo0ffHHvEadAshHbjljjvrQIKm6rdqT8UwuFYsYEbzodtZzqUyVv5B_aLxIviWmzsYNc1QioZ0OGQ_-gqSbpHwyvR_W2hIWFacjG03G1R1xXLzU62LPEIj66b4N2MSxZhM9lq9rG2bDOqiAwQIPIlcjRFWyx9U5iEo1KF34DZsGxUNyVOHRXdyrRIli0ugHQOIb0a5j1Q1q8IRAAP-zDTOGNB07zF3T5i6yNlkVE/4rx/eYo4bkVUSFinCJhgsiCoKA/h11/h001.wsdgM-XpWLK8soLNLjyIlltBAHmsP-tAD_IfmcgaK3A" target="_blank" rel="noopener noreferrer nofollow"><span>Download the toolkit here.</span></a></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>INSIGHT</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>Coinbase just halved its AI bill while its engineers ran more tokens than ever. Here's the playbook for your stack:</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/6dce9d2d-c40b-40ca-ac17-6b63d34e4589/superhumanteam_a_software_engineering_team_working_on_routing_4d6aba33-d6e8-4973-b2c1-22edcda0de29_1.jpg?t=1782811594" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Source: The Code, Superhuman</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>The meter won't stop.</b> AI coding is becoming a massive part of engineering budgets with no signs of slowing down. Take Coinbase, for example. They restructured their company around AI and cut 14% of their staff in May. Despite that, CEO Brian Armstrong halved their AI bill while usage soared. He shared internal data to prove it. It showed that spending flatlined even as token usage went through the roof. Now, every engineering leader wants to know their secret. </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>It wasn't rationing.</b> When costs climb, the first instinct is to cut back. Teams usually lower limits or add approvals. But Coinbase found that over 90% of their team never even hit those caps. So rationing was never the lever. Coinbase took a different path. They didn't want to slow down their engineers. Instead, they built the savings right into the infrastructure by updating the underlying tech. </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 quiet fix.</b> Coinbase set up a single gateway to route and cache AI requests before they hit a vendor. That gateway is the change, and Armstrong broke down three moves inside it that drove the savings: </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>First,</b> cheaper defaults. Coinbase started routing engineers to open-weight <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wnAt04iMKBc-3Ax9jpUtUtYZIivgXsw2veYtBcJGhSikyLpGA3Ugwbvbd-YV7QccCNU4W4mMbm7_VQ3zKGjndg2x1f21vMKcPI4HAZznh_Fkob_QA5ldu1kRXgIznc51MB0V1NkhXdY0KRK1lD2Aw-RpJkFF8_uxDv0nKtQrxNT5TUukLiZRoRRu91FRISgX6Y0xLsDiA-5a5WspkGuvVlszv8eRigMlMZgwCBe3IyZGIB-92G6a5CWykqlh_Vo6oM6lt3mmgVDffCBsiOqsXB4JvLvoy89T1tqv--g2FhN-LuQGpNgoD8XArhmKt1q06-nFXVAxDlXXWx1Mkbbv5wqkrwaTsQ7P6Bq95VMZ9hs/4rx/eYo4bkVUSFinCJhgsiCoKA/h12/h001.Vpehc2YO0oIs8wPdlLdemX8d7_x-fd3b1PkQKnfQmUo" target="_blank" rel="noopener noreferrer nofollow"><span>models</span></a>, GLM 5.2 and Kimi 2.7, through its internal gateway while still letting them pick a stronger model when the task called for it. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Second,</b> smarter routing. Planning goes to a frontier model. Execution, where that power is overkill, automatically drops to a cheaper one. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Third,</b> better caching. A cached request pays full price only on new tokens and reads the rest back cheap, so Coinbase keeps each conversation's prefix long and steady to hold the cache warm. In one tool, that pushed the hit rate from 5% to 60%, and that single change drove most of the savings. </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%;"> Check out the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5NK_VPSahDiKj2JzFFAn5N4WU66hSEd79g-LxvkH6uQSNNGhz0Qlc7m1B-kVZNvJm-jC_1abOtkMnrYu1ExPqXzvr5EBDCeE5vMdJIOHhNnYZaJB8NDhLkieY2qy8UNd3AeOOUDaLSbE9FXaD-433iYI7U3o2jLRFizqjz65Lvv6uzoL8rC0caGQR3tnezOpBLQrJE2Rqf0cSsmed5Z3IFQmPtzuzSb9lLo8ezGqkOM5M0IbJyI3nY8AJ1NCXraqp2UcEYgkoDvIyQmGVQ20myzqIbTKQcPPcQyxuMU9FBaiyvpkWkdZ1H-9X_CD6240w/4rx/eYo4bkVUSFinCJhgsiCoKA/h13/h001.GhiFV98Bus4fUaIhy485Qp4CpYEq0yHIT7dEQ6zWJug" target="_blank" rel="noopener noreferrer nofollow"><span>full thread</span></a> for more on context hygiene and spending visibility. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(3, 7, 18);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY DROPBOX</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.y8XueU-stBfRyqUeoBxfLkNo_Lq7a_wgl_rIk3yiaDYyiMSoQ5Y01heHaFtyUHbhBSpJrU3pKGVnF0hDSWkonEMdPhBOFz1JgCDxT6-IsSRHrBnJ8lnFub8iJ_C8Easzyq0Ci-z-nNpFrGwSMu1Vdl7VeT48HtHkp_IorK39awSL_L60u-bEZrmzVPqnA-i_zMIBNT1dghR3GnLhUMNf-nQ2iAffVt4WcWd4lqb6-rnh0ptQmW_u87rMzEXxDLMGxPf6LUAQTc0oVENlxn_KQNNOBbpYL4Tzs8CGg5uSdLk-eOYJlHKPD0IziR8p_Ns9yklDB0NfPwcWU8-AHRbqI88NDUcH9E7ERHRr6oIrMO0/4rx/eYo4bkVUSFinCJhgsiCoKA/h14/h001.Awn4Moqc4m80fcd5oXFSEAGXYgl1x4EP45gzCiaYthc" target="_blank" rel="noopener noreferrer nofollow"><span>Why don’t more AI tools actually understand you?</span></a></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#a1a1a1;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLkNo_Lq7a_wgl_rIk3yiaDYyiMSoQ5Y01heHaFtyUHbhBSpJrU3pKGVnF0hDSWkonEMdPhBOFz1JgCDxT6-IsSRHrBnJ8lnFub8iJ_C8Easzyq0Ci-z-nNpFrGwSMu1Vdl7VeT48HtHkp_IorK39awSL_L60u-bEZrmzVPqnA-i_zMIBNT1dghR3GnLhUMNf-nQ2iAffVt4WcWd4lqb6-rnh0ptQmW_u87rMzEXxDLMGxPf6LUAQTc0oVENlxn_KQNp0fbgp1T8HO6r3x4DWX2jeV0-S0jyrbW49TkXOud9bknzN4nd7KA1OtqJ_WadziabJd4uUn8aY1zrI07mMxz4/4rx/eYo4bkVUSFinCJhgsiCoKA/h15/h001.AcWbkFrTW5g78b4uHQXTlP9KxBZhivneVzQINs-U_Ws" 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/0ca4c325-0ac7-4a3a-93a3-62cb8b2508c6/youtube_artwork-1920x1080-title__1_.jpg?t=1782763306" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:rgb(255, 255, 255);">Modern work can be frustrating and chaotic—if you don’t have the right tools. The </span><span style="background-color:rgb(255, 255, 255);"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLkNo_Lq7a_wgl_rIk3yiaDYyiMSoQ5Y01heHaFtyUHbhBSpJrU3pKGVnF0hDSWkonEMdPhBOFz1JgCDxT6-IsSRHrBnJ8lnFub8iJ_C8Easzyq0Ci-z-nNpFrGwSMu1Vdl7VeT48HtHkp_IorK39awSL_L60u-bEZrmzVPqnA-i_zMIBNT1dghR3GnLhUMNf-nQ2iAffVt4WcWd4lqb6-rnh0ptQmW_u87rMzEXxDLMGxPf6LUAQTc0oVENlxn_KQNx8h7uA7KJoLBMiWa-4mn2YKn5K9UdscfmXqCZR3x0gosr37ctXlqX2WkQPA55HQ0v_PToUTzhsdZB2JjE_xDE/4rx/eYo4bkVUSFinCJhgsiCoKA/h16/h001.AgjM0Jwpjt3r0M4A7EiugdfAUCJ55o5Nrbof5lrKqfw" target="_blank" rel="noopener noreferrer nofollow"><span>Working Smarter</span></a></span><span style="background-color:rgb(255, 255, 255);"> podcast takes you behind the scenes at Dropbox where engineers are building AI that works wherever you do. </span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:rgb(255, 255, 255);">Hear all about context engineering, multimodal search, and agentic AI.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:rgb(53, 147, 255);"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.y8XueU-stBfRyqUeoBxfLkNo_Lq7a_wgl_rIk3yiaDYyiMSoQ5Y01heHaFtyUHbhBSpJrU3pKGVnF0hDSWkonEMdPhBOFz1JgCDxT6-IsSRHrBnJ8lnFub8iJ_C8Easzyq0Ci-z-nNpFrGwSMu1Vdl7VeT48HtHkp_IorK39awSL_L60u-bEZrmzVPqnA-i_zMIBNT1dghR3GnLhUMNf-nQ2iAffVt4WcWd4lqb6-rnh0ptQmW_u87rMzEXxDLMGxPf6LUAQTc0oVENlxn_KQMKb_VwevcJJitXviGzgaEKPvcvsXMUgm8FQ6dLmK15R4TL1vxKhKSs0GwmujWQWhPTv1Vv2APjBc8bXpOY1MEo/4rx/eYo4bkVUSFinCJhgsiCoKA/h17/h001.FXCaVA-o-AA2O17WtwjeUDAFjGESIfECqq61r0AqmCM" target="_blank" rel="noopener noreferrer nofollow"><span><b>Start listening now</b></span></a></span><span style="color:rgb(53, 147, 255);"><b>.</b></span></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>What’s trending on socials and headlines</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/74a32070-02a9-4b95-b063-90c25104ba03/CleanShot_2026-06-30_at_11.41.41_2x.jpg?t=1782799950" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Meme of the day.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Run It Solo:</b> A Google PM shares how he manages a <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwkufuOA0_RwSBNuZBL_pNBWpGIOkKwC0iSnoPsLikp4v-ivXK6Rglyad1AaSQDL7L3opUf7E4poUTUoTQBGOLWaNX2GpjtBNO0vyLUJTNnE2W2OGt2Oy2H_MKWmxpljGDbiAH4ux6GGXNvRd95Jf8luIANFP5GUoXxmjPS4_18TUf5MfJsqQNQtfCVLcmLh7B5sL6OUTZHXaW4BXLov_r2NIouNeVZzmNk_g5Ddd8NrBLkOoZqK-2UZzmPN29LAVLpe2k-HNnM8zNdgAvsURgp/4rx/eYo4bkVUSFinCJhgsiCoKA/h18/h001.U6vYPkyOafHtvHfp6Nea_953laAIZVTNm-vYuUBoKkk" target="_blank" rel="noopener noreferrer nofollow"><span>7-agent team</span></a></b> from his phone. They run on cron, self-review, and escalate only what needs a human call. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Multiplayer Agents:</b> An Anthropic engineer explains how Claude Tag makes your CLI agents <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L2TOmuBzwyKEqhADuMWhyLJbhtU_ZvjpiDYf6ZK9RdpNptMhwOV3jCKfeJrGFNKscAE5oMzydW8BxFNfM2IJCU0jFK6f33u3QkuYWo38q63MOagmJ_Ndxso3sAygkem1yEbAwtit3WzxMBxlnXWJC63tjexejdzK0VdIdeE00EuTMD8BxehjqrtA9vGJsWZGs0zTnLaC3v9PRZTzCB91-K4KpK8bmGRmqvgTqFLjYlAbI2PichrLjbW4mlhN6MViK9xXg5aCNt3lWjDNj4IBXiC5HlMidhZ5XVlKHd8u-waqX3i3-Fp1ZZKjgs_dnOjqGw/4rx/eYo4bkVUSFinCJhgsiCoKA/h19/h001.GpcMzcABCFxdadg4fkQWhQeixXoIehEkXF2sVmn8d9M" target="_blank" rel="noopener noreferrer nofollow"><span>coordinate</span></a></b> as a team, work async and flag problems before you spot them. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>The 24GB Line:</b> Local models can handle real coding work now. This <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjy1vTkDgHOw_i9jsHzo4GjCO3OUN_dB3pcdNJkPu1_EZSC54y7LN-kaeIfpOwWgyfLEiN2PHFE_TLIoJ23cUEvCsZYdjM66qmsh12dW5ZkQSWJ0zlfWOjsYT6tvu2OL_uNhofTHxSjCILFoYGx3XIGFjxrVICNzmH8XlbsnT5Hh8p0IinHwj9fWvdPQQqLh0X1CQeilG46Ksc-5lOYOcsJRMMLp_qIRa_9RVcUxlcuu34jE0FbvXvVcf54AK5KS7ttW83dmKliTkxbCmXF3Sym5/4rx/eYo4bkVUSFinCJhgsiCoKA/h20/h001.Bs0GluCnLoAXL_7sQjfpPQpNVr7J_n0hv2a73fKVzUw" target="_blank" rel="noopener noreferrer nofollow"><span>breakdown</span></a></b> lays out the hardware you need and which jobs to keep sending to the cloud (2K 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>Preflight Check:</b> One dev created a <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyjmM18eWUdpSTRXyT-W-zn0cpSm2kgifouOolUR5UgFHiQgPZl9Pha-xTxexZfmuBbL-q0sN5R76ZmMP1t4eHVXMxFOMiG6qMWisVPwfUgYihwqTM7RFwJpxIG4wrxUYFU4pIK0DriZN9YAdlw3bRujZrFl19LC9WHPNxznkJS1CGb5slAUGp1-zDyOtG4qhdg2W3bOmz5iWjsk5sqj6S42QHTyN50oLhFFcZqTEd5pO2yzH55uRdm19KhP-k0Y3fy7dzWLSINOEzln955J6JA8pzni0kPX6LEJJZbGW3mUV3jq1k0hqSK_YlY9YnwfYg/4rx/eYo4bkVUSFinCJhgsiCoKA/h21/h001.Pwvn7Km5Ez6Wd2UANGGwu2yG90iuulhoFvY4wuYxliY" target="_blank" rel="noopener noreferrer nofollow"><span>CLI tool</span></a></b> that scans your app for App Store violations, fixes them, and re-scans until it passes review (3.4K 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>Test Before Switch:</b> Inference.net's CEO posted a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6eJAEcd0sy4v7iCP7JT-lUU8Aw7yDM-_MkfZicMxrqQyXilgNh3HEKURn3kgjzPUM5R-K_Rdq9I1f3liSZO93xY4M45WjX49b7LEn5DqPLxw44PYfk7emFaEbWvxDASVSSGszCbsw1M-h3N0YU83fHiERr0hQ8p9qZ8Go_bM1fC-HPcmorP79JmbJMZdxKwsuGpShaDSTpEUFZzbor5CZ-5FC5Xrmi4kVPRgXKLlIFeP7gfYYjCUGGhA06IJVgZdiqI0-NyT4tY2FWqWBfn614RJ-7yzFUDRJAxBn6krbA7/4rx/eYo4bkVUSFinCJhgsiCoKA/h22/h001.8AYt6eqnbXhi-bzxl4AnYYPVs2N7W8b2U_zc1lCs-oQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>6-step playbook</b></span></a> for testing GLM 5.2 in production without taking down anything live. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Software Factory:</b> Warp's founder is building agents that triage, spec, and ship GitHub issues on their own. See <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5KFqZvKkJt8456Ba5EAjjjyh7u_wug6Md3VwIoFW-mlDccma59tTLROhBTsRp1xJmxCybZg5HmyOHegTibN6chAmwVrm5YhbuLLMAFiShNxv16acLXkTyG-sVgTnbJUjDPhDSDGVkwoQl9vePQZ4dYeDACMssfCSx9VpN30_3w2LtcZmVjMNhmWjv8n9PHikZQ9f_AgsYgYLoDMjZbNsT2vqKPAE9ViL9LszuqT0W1bRPjEacAswEGjbUOxBFCFSQlPBDQvijWombdw-0kAMthgLz8VEqkPkqoFiDAWMrNH3XGDU4_M0zTiFtYPW9LMJQ/4rx/eYo4bkVUSFinCJhgsiCoKA/h23/h001.djjMbIkyvIWvRlPQX3lG2wh00Sg7LylYvk1es5ByVZU" target="_blank" rel="noopener noreferrer nofollow"><span><b>how it works.</b></span></a></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Straight To Prod:</b> Google's new <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwAZ2DUq4oh1K0NIy1CUsCDJxq1gEAQ2Tj--qCHuc5b2rut3pRmgceumJ97T77K43UePAY_SL-0yIX0Fw-3I2Gm_Bc8O2zPSxm0LpPW9BHBeRl3Ues6G1TA8SXFHkxvMGp2aH1UvJQhyoULe5IkBSrMef4NaYX0TsFQHe9t13F2hCPGseqLx5M-xf2eApAKPzJTsoNq7wwzQpTMFvPpoaXi5OPdDsUPLDCzqSTJg16SBN-oNygNX4Br_muNN3iItVF1U6HeNjNuLcovmR5AYssUW8U6O6Oscxb9wAVw2VUvlGBL-1KOWkHocZiO4kxvTBw/4rx/eYo4bkVUSFinCJhgsiCoKA/h24/h001.HrpVodghXXj2aIa3DOMS9YmZ8XCkLoDbspkcYQb5ZfM" target="_blank" rel="noopener noreferrer nofollow"><span><b>Agents CLI</b></span></a> turns six plain-English prompts into a working, deployed AI agent, all without leaving your editor. </p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to move your Claude Code setup into Codex</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%;"> Your skills, hooks, MCP servers, and AGENTS.md rules are stored in ~/.claude, moving to Codex used to mean rebuilding everything from scratch. </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%;"> With this new <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7DUPRWRdPsaLfmgqOHOTzZ9642QxS2WuQehOd3503ccFG9kss8eSobhn8Nfo7BSjnDIGpRdSPPBE8eqYTRXD-KMMLGsYuAEX-tJ1hqyBrDfpw0Dkoggjtx36asuHlXvZ-rotjekRi-DaghoAQbVUYs83X9b0sYCTXeUUoMb2kilY5ZvdtKNyvBGK7rfS4hNnZe84kAhmhDo0VLY3KMBNWbKGqP30jykSwUOkeKlLYSh8ly_Vpg3wbTsq-IWTIn0fnGRTLLHTsT54oGqOCHUQQWEV5Lt8ibmGpACrIDShabQl_v1-IbTMGhn_1kxv2xvxuXilKjc1333yXr_TuIeox9k09dCduM34J0qanhU5V-Gik2uR2aGm-ewDky617pZrRw3HFokh6Sy8_WB566z4xfBozaolzgPUOk_ENrZsBOJQtMdqsByCwrPiOTXG5-flXxw3rR1m3LTBei9XKCM6vWb1OxG3cZeiCS3Eu69kR-I7wHAzv-BZVI_xGwKBUO8uT6y3nigvdAVqmuIIed9JUr4/4rx/eYo4bkVUSFinCJhgsiCoKA/h25/h001.LdT8Ov1tTFLu_ryrx0slsqh5i3JxK0_ThSFPyCgXgp4" target="_blank" rel="noopener noreferrer nofollow"><span>command</span></a> in Codex CLI 0.140.0, you can now pull everything over at once. Just update to the latest version, start a session, and run the following: </p></td></tr><tr><td style="padding:0px 0px;"><pre style="background:#282828;border-radius:10px;color:#FFFFFF;line-height:1.5;overflow-wrap:break-word;padding:16px;white-space:pre-wrap;word-break:break-word;"><code>/import</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%;"> Codex identifies your local Claude Code configuration and lists what it finds. Use the spacebar to toggle items, then confirm to convert your CLAUDE.md into AGENTS.md and make your recent local sessions resumable. </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%;"> Since the conversion is automated, you should give the new AGENTS.md a quick look to clean up any Claude-specific tool names that were carried over. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7smScni7E9ePvR5sqx4-vEhrh5sne6QCT0Gd4jR5noE-KnDcX2VEX6-H6mXwrLdqL6Pg7PR7i8k299H-_Dbk8evJGgOTFpO078C8TtC_32RHYBeOncKm09H7LHbXNGqyCeRNXlX11ilr7a5yxJAiVV45-wvNqIXtKNyQ9PKGVKyUvRxUT2i_7-hwx1GOXA4TJd83mNH9KefbUcJKYiiStVyo4yAQ-VbJTjdPB-wnnDil-kjJISpB7175WZh2ufwO2kt2ZJ8M-efBrDkYlStpoM8/4rx/eYo4bkVUSFinCJhgsiCoKA/h26/h001.CJ2GWQSUbJdAn5PoOMjCaVxg-4Zom73flEazvSoRNzs" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TOP & TRENDING RESOURCES</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjzOVVCtWu_yfLYwv64eK44tOVzh6YKh1br3QYp89g2INUgTLwyd8t3AuqKP2jqqwogRMj4iBnorEs4j_nl8QyNPc2PsJYVk9cFExZYyoboUMpDRTPtN_tdMlgV4_uIqKvf-8Gu7EtdRjwdJ1kUvlorkDz_lCPZlZ7MKOWkw33dixM8hAW-kivKCe9emWTaebUHhxwFnMfVTrFp4qtSIcY24TPVBiZ4mL4Ys9GHynA2Z68fEy1jLd8xgV9JvChEnwLo22Qgn7mPWX6Jk2WNFKbm9/4rx/eYo4bkVUSFinCJhgsiCoKA/h27/h001.aFv5fcPZB3t4n7Gxr7Yu346b6f7LdzuWZM0z6le4El4" 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/50c2c001-fd2e-4541-ad0d-ba18651441be/Thumbnail__35_.jpg?t=1782811655" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Click here to watch the tutorial.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Tutorial</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjzOVVCtWu_yfLYwv64eK44tOVzh6YKh1br3QYp89g2INUgTLwyd8t3AuqKP2jqqwogRMj4iBnorEs4j_nl8QyNPc2PsJYVk9cFExZYyoboUMpDRTPtN_tdMlgV4_uIqKvf-8Gu7EtdRjwdJ1kUvlorkDz_lCPZlZ7MKOWkw33dixM8hAW-kivKCe9emWTaebUHhxwFnMfVTrFp4qtSIcY24QN2Z2-LR4zAVbhrZs-sM4z79-75HJFU0X_a2QyYYtidVFetHkr4CPpAif2_5nzTE/4rx/eYo4bkVUSFinCJhgsiCoKA/h28/h001.4YL--oqW4KYSZzvCHNPbQD5NAhUBGVusvOCVTEzmZsU" target="_blank" rel="noopener noreferrer nofollow"><span><b>Using spec-driven development for production workflows:</b></span></a> You'll learn how to move past unpredictable “vibe-coding” and embrace a structured, spec-driven approach to better guide AI coding agents. By starting with clear markdown requirements and design docs, you can streamline your agentic workflows, keep models on track, and build high-quality software way faster. </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.IFKgnKhChLEORPQcgirN7Adv4ZIOVuxYN4rwOO7u-rheaKzxcQoAZqEVWVy_Ei_mZzYh_nPhm7pzRBcV2mcyl4p_0lqydNNf6YzbevZvzyF8cxaBOz27GU_nnsDaEuq2mXj0aZTefFE_Sk-nfJwDygMlkoMJ40y38b5NXRe9ukdz4uF0dlWytFxr53ToPec0SmedoKI-A97bdXKXnLvAdhaY0MO6l5pz7RshSFK6Ngx9BENyoSTTiAMCwiw3dkWc9rOo19OH5JluWkfea8QgtVi-4cYrSOwjT0_oY7gYH2U/4rx/eYo4bkVUSFinCJhgsiCoKA/h29/h001.gJdfpVyKHLVLChZwYKBQGQyrrpGk-yFLwycVJNgDn6w" target="_blank" rel="noopener noreferrer nofollow"><span><b>Discode AI</b></span></a><b> (Product Hunt #1):</b> An all-in-one router for 100+ models. It auto-routes prompts for speed and cost, redacts sensitive data locally, and tracks the environmental footprint of every request. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Top Repo</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkm1EgW_tSYlrYWkUFFpFkQx2MyVtMZGhtCjw1maoRmBTIt-zeRQ2gBVogcmmnMAohPsp7brdp9PZul1yKYR3riHihYTY1T7S4l0TgjfA9CS_ZnBKV5z90W1sGeS3JWWsMjwm4nCRtXSy3IEnKuuqkCRdtO5Sj1PY9dyRQIMJtK7U_HmLNRCQErRsnf-I026wJWKwNNraoWI1UlqWVgHnevZT42bGMldUzVRekqEYEc6q7i3IhPJ4Oq3GWG4qBMDTb1WLcjnNaCsGKnXyFEozoeaSmgU5UxhcjoV-N5nlZoGJNq_y7lwmqUAIfn2DA2VKWg/4rx/eYo4bkVUSFinCJhgsiCoKA/h30/h001.tSD6nVECS2Z7Yf6uJyEYwdwGrwMPUyXuzDZBb1R9IsM" target="_blank" rel="noopener noreferrer nofollow"><span>Claude Token Optimizer:</span></a> Optimize your Claude API calls. This repo slashes token usage by 90%, helping Claude focus on your actual code. </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 Paper</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LzjVuL7CvbOMOlRavf2K-M5mLhJADnNhhyGMF0ZY0vlcEGOOi2YUkp9JFLQV_-r8J8RwGc84ISzBDSnB844a1BpaCpDufGrlX2EIMardZdDk-hWhPjDt-ZbaWuORMZ5V3Fej8zThek7JBC_-HDtjlOv54UKYUP3DyIBhIzQMOW2MJxd7CPDHt__YhuCeU5Za8VGCIl-VlIpg8BYlJXV8U9DMXJlBsig7S_-B-C8ZIZbbIJI9LkTRHAeKCABpZo9lA92n0aJOJsmO7-5yZRJSVhdT433dQgcUJSQ9jbXSwiXMv6ctbY9-ixnCmhUFE5foDg/4rx/eYo4bkVUSFinCJhgsiCoKA/h31/h001.nr-Bz2OH9g5yUDTefmLJOF4IhuUoPNCEb1m7cpLyFh8" target="_blank" rel="noopener noreferrer nofollow"><span><b>DSpark (by DeepSeek):</b></span></a> Current draft methods see acceptance rates tank and throughput collapse under heavy load. DSpark solves this with a semi-autoregressive drafter and load-aware verification, boosting per-user speeds by 60 to 85 percent on DeepSeek-V4 while keeping output quality exactly the same. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN CASE YOU MISSED IT</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="background-color:rgb(255, 255, 255);"><span style="font-family:inherit;font-size:18px;font-weight:600;"><b>Our most-clicked story from yesterday</b></span></span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> AI has split engineering into two camps. Some devs automate everything. Others clean up the messy code. This VC post <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoRU_vu54x3XeB6yDKA6HD82lQRao_eM9OkyTLq4d1gX3ztNrXd2DeeChtphW-ss171N1mu68WeXMU_nor1a5MZrrtk_NfrRiQKIWxv_4OmAn8lNmEtdN35exhUDzQzQrUPv2ek7XNMiQIUzr4iFqtT4ebkg-Uv93rq0snhl7t5e2g-Sw9xvywsofhK0dKowJSewIfu8yDrDEiLYwBWyw0VlHfEiichduN_J57zchNnhNx77yRSVQ6ZM0OHZU9fLvzxBSJkr7h3QpsfRTUiMaWuYh6tY7_YZ1k-LOdmv5ACYatkz2goXsWTqrDRV7R0PSZjGJOC0vzgqzxEVEgGpQoXXuIQPDPEPa4Y05bapBpr7k3TPsAZ--89Es3aX6dhL5ol49TDS1HPa2KlNvd3SdT8/4rx/eYo4bkVUSFinCJhgsiCoKA/h32/h001.Tl8BWFil5QyLjaqyPi1tT3RYSlziSNg1QEaz8xwokBs" target="_blank" rel="noopener noreferrer nofollow"><span>explains</span></a> it all perfectly. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:5px;padding:8.0px 8.0px 8.0px 8.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:#f1ff00;"><b>Grow customers & revenue:</b></span> Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585xLNkjuZvd338R25JRUowZlh3s9LYmZqg0_Hyk4ydXsTtAW2zvqK64rKEuU-l3KSR8XtbXkDGUIqDoMcar6ZLi1pbIufkKJkZMfk6Q67-GMqBVkqUGyMRYvbJJgoJlXgpZvmr-vS98B8lCgY5K1yazEgjiiHpLjLqFNRP3wBKNkCBU-8xYfd-ZTi_FMhR_v7S/4rx/eYo4bkVUSFinCJhgsiCoKA/h33/h001.R2KCVOrqAqORG4_qXsydrb4iBzO2LTk4I5ozw8z3hYc" target="_blank" rel="noopener noreferrer nofollow"><span>Get in touch.</span></a></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="e" align="left" valign="top" style="padding:0px 0px 7px;"><h3 style="">What did you think of today's newsletter?</h3><p style="">Your feedback helps us create better emails for you!</p></td></tr><tr><td class="ee e " style="padding:0px 0px 0px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GEQe3rrhghugPgpTyJ288Ez7WGSraAlJ0uHhSk04J9Jud5F0BG1_xyI-WYjlICCAkVxQ7hob0-nboo4WndAmMG7w1gZ6p903RuM7CCJNplx3gnzjSdizFbfK8E79mV9XFwjGpmUE2FSTJGaIVTrnjdWIgqtyOIA4A0Rbu4EYl1tGOLrRzEp3gbjWcE2ukSVf4m71W89ybEBqk0HJRq7B1nvDKHpig5NDLXWKrWNo3QWPPRzu16IMDcZJNNShI1WBq-YAklsrPzEmsCDWS825BZujm2Xb4VtPUfA8Qmaltn7bvcrPtg6CAvtD0xQVQWLzAFAg1wy-nVYtg8-GBYuFeN86rZDe-MwtirrkV2s6NwELfUDmZvzz3gdXcFKlmM_j9mWZ6O1hauao_nlu4gy8ebdFAM6lnnXbzRwKksXpvu3yb89TZaPrGuX2IXSuPfKpdkuf2RyDgRp0TiuawSgmbGho0lSPibhv_PBM0aM9Xrx51fjDJ7-tzOB38cC8U6BTdybqrwvLFV4Puu868c_hZfucQJ5ZM6q5U73dD0ZJ-KZNwZXMqdauO66Zjx3a9a_zp8qkySUI0aFIzW6Zl39WjiL_PhKdwgaqGpfZLSrv1DsLjdhcMZL0TpRHR3R_hiG66Vk5aVHNuq1F1oZbaGRg9zMxx3ix1ocgs0SXDr6gk_onuAxYq5j84cjm81omCLVlkNwmcPc0lIbcidz8CfO_3JKL71unwCuqOHc3JUWW-lY8zv9hpiA4cIy03P3Ty92e1rnAHj7Xzb-kRe3wHV2CWtmDFp4wbm-JwJMLux49vo-ovoXUqsoggEPUCma0wLGpmqT-apiHUXQLdPNIgWqfEReiHCCRh5U_kj8r0UwL06RkynuYh5xjLdSOjhOJ9dKcqUmLQcHmScPvpRMiU_8FrASaPMZVRMoIlTl0Twnw_0sYg/4rx/eYo4bkVUSFinCJhgsiCoKA/h34/h001.pXfWshHDJeOm_smT789ss4K6v68WVl5Q9FDUzVQ8wNU"><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_h9ck9FHbNKEQB-giANcXAZJe16Dhk12Oe4grkQcrmluZstmBmjm6IiV83gQCRYZwG4Sz00n-LPjmSy9J9SHPOsycLmnZn8LFsjX5eQekk0dnd--pZUQ1ZsiK5TcIDfLEVtICfwzMRTCla7J2o2i-WAX1DGMNv2nBA5-zHobdHx6GYdm7WYFg0KQv53MxDeE-jo_rCKY65rNNYNcx5DzFfxdxUsreLo_hSJ_VnYw5NznAaeE8Ogwaco__G_b_ZytKO7EOlh6PTNjlSxjdCKhWMF1OdF1U7495esjfcH-KV5yEgnzrDByKfIMvB1I8XnvRBPX1ciMNhWZhrgkwu0z9vIxFvYH5O0wA77o1Mx9OoGWKDn4moYnM68t8GXCxTc_AYkTwWgj1jmN6U-LltbkeOb4w4W1z2gune5Ne1-yEhgQy5yuJZOBfr5aq8F9KXMkg_XB4vRfd5qNSSBNfpZUT73Mfovl0_pWaxKGH1G-7KYLNUrhrUkc_cNDV3kNeaoDfN2NuqhYIHi6oPB2ph1P99bE5kBUgsuLbni1EEoTTfV8e1LXXgW_Y8EDscMPb2wJ4ZaH0b5CYf8P2Vh9vE-3w8Q_sMT56jv0DvS-J3miTmkOFc88dh8Gwz4DJmyu0zCyWFRarIs-e--BhOflS3t4-xwWgEaNQ9D9e2ftpH64YjddMyxPt4IPzpZmPD4met_k-S25i-u_LSWP5cvb62CVBV_ZX__ImV_W859My5Borty5bvid0Ynmjca9xYFaDw5TmkReiZf-hIwejd-n-JhYiwuEeYN-6w-2YnM_NqnnICmaOfTBjdG5nB4RxpoPqwPfFNYwLP4AAH_vk_vOQ3oOyFOnBfdI8GSL5Bg8c2jj2Sl5oGTaMtUl9Wr9SzmUFJfSZkWS11VcKBy3Hs-7uKHOSy9VUoM8EWGlaL-H-uk8sr-AltyQ-PUE7w/4rx/eYo4bkVUSFinCJhgsiCoKA/h35/h001.hwAhWxSYH8J5LDYI9ePsR6zIzLUsD8zXQyDyQ4dQlSA"><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_s6AftXBC3OfCry1RhDaDbD7W5U1tFeLLz-qyMx8yEBOdwNG5JsecWsTrW1HN2WuPxCR-hrIf9MnGslnz2HhTlGPEQKY5wvG4iCNUjG7gvDDgFNPh9yZCq7n2ViBPZGc5kY8aGjErKQ6D4JPe_N-OIOebakAExlv5efXHtoGCxr0ZHaBm4GgpOmkB46gXBwMrChCfVP1o7okxzsl4Aiin_J-mZXMC-lva4QV0tyWpMI9QunE2uFISLtNbF3lycOz95y6mb6nmB95w4g4t3zemFnz7GwoelDUsv-mt67ZV8qaqfObvXuN09ePPXvzJBMCbujyn-Um_FR29jaSC1gL8Ee4suLp2JAPeYiVYfPFOADnDPkAWkDfpUr3h3Ib7659UrQugNpPYC34coirYbBaXWUuAKoiy3tvUaN6iOnyvasaHJl9jUiPXr_2WlN6ybTGaVi2oz69gncKFNtwVgz8Sp2Pnxq3wTFpTGu8d9nUwbhyF0En9YUWILwZFLu5K3DFDuLutqyoiC0Eb78V_bHS7iuXrONBKDblVbaeonHly2J9lX2yIJfRTFAfuxSzjQl1MY8UiqkydHFNBkgHTGWjkL5y1ahOAXVWOBA_61qp_nobTDsnoues75PG8jnPTta-F6yh10d4IGLQszGPAKtYs95TNgxXuKvb6uAIr4wBFSW__6BNPWSSWs27nWBdIZeg9CGvlxhKj2kT25yaL7BPEBT-3eXBS6W7FRbcpfvWdYL8LCRtB_tDcIcUGiF1GZFulwkVzLjhf-_4wwE7iuAFxFsTfy4Ei0nxFIictnEyAGL2-WgS3KokKi7utXc-wPEuTyzwuBp5cIX_dVB4H7hDJCajaD9gNEfcHLEGIoy_EAnPXjAkt1nh5izm-D12HhEhyhDVU0D8fjFQ3jiuu3-vx9BgC4iYxVPDge89myXfsr9ZGF3zUEHbamRTcHxDnQ/4rx/eYo4bkVUSFinCJhgsiCoKA/h36/h001.W3aZNBCo2QD8xN93_lWuuEuqlqupAHvn_l6utwE5SbQ"><p style="font-size:14px;color:inherit;"> It sucked 🧠 </p></a></td></tr></table></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You can also reply directly to this email if you have suggestions, feedback, or questions. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Until next time — The Code team </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9szpjhO_X7CGaQ-dHuFN4dv2nDJM7VwywhH_aNIWJ7DpCUiK5m3JnN9be-e_wBbmchHe5y58AGenpvwTn14-nulgT5VdcF09pIg8lM5EeSPjSKgHpevuJib7fLWQW4ElBuRNNS3s3vUR6WHDStyLHxnl7-VLI5I6bIXFNMyGDGxk3f5PaR-rdr9FmD4lxtW626opd5sCfC8vnBvxwu9k47zxCFj8sYvIKvWvFtxXbz4fkCBWxa7htuNzWod1ZNl2fKH_o1R1Ridwn7PiF0sBXhFOvA2IrHN8COlrCL4C6IXFvUzzcxMWLZnkiGWFgnqWUn7oHVuA5V6lC-4fs5XH2qJEt3iU5panHN8fbKulCJfjmOyurIVhuhWTxADZ8lyanj6x3157GQgPFr6-be6hy92OqWdRgxzKz4qpJFmPCitrHogk4KAmBOamk5YOX_tDs1GpAwIo8xo5_-W-BJq_ELA_XRvC7Hz_2bS6_cfWI2GMVGcMWeqcvJfQYoXZzuKFmnEwymBjYJy3WHt83i2FKWeYJNQlmv5IOzmQyShNBzDgIzjqahuDqX0vShCKEV7USOT6hK_ukpzMTclK8C-CGVbiyhaqsY9uh0dYeZLUowTJxGb9iCK6RkN0w41vQDxYMr37F0758sis-5JN-SuUrUK93qEuRBPOfA-e_FshC-a341cNzug_BICTkCtsJzeMP09aZVnyMkjoioucZmNs5s2BN5RcKtmTKHECxqauDMONs7aFhWEwyLQ73Yqup5iBRImyNyn_6ZQU2c-6W6Z4qCMbarYzhTCf_6OWLnRrAt1627N_OsaowQTpr5GeeTcV6g2hXPrHANw9zqODp9UnQ0hAj2FFbPK6Xl2pDmtlgvPOlZPyr77NbUOMJ9FfbM6mrN7mg5d01HgEj0r8ICi7DbUyhB7Fl3Q2gCeRyuo3Gs7pM7C9WJoLXp70WcpbqS-hqOVpUojTSctQg9kfw5piTPFzUqXqja4p8DDFNOFA57K0KUKIwLUgtEE9w6yy-NG4CkWfT4ruRXH2XGXynjJ4Bx1/4rx/eYo4bkVUSFinCJhgsiCoKA/h37/h001.a3Rku0q8Z-cWpI2zGB5OWB6g6bchR9udt9COnfQA3O4" 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/4rx/eYo4bkVUSFinCJhgsiCoKA/h38/h001.vPFb_v-KVYScvc-UyLswYD2m_cGXNPD08jEIGIV_5qU' style="color: #030712 !important; 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Follow image link: (https://r2trck.com/the-code-datadog-10?utm_medium=newsletter&utm_source=the-code-r&utm_campaign=dg-content-toolkit-2026FrontendDeveloper-dem-rum-ww-en-701VY00000hBA89YAG&utm_content=paid&utm_term=1-1-2026)
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**Welcome back.** The debate over Chinese AI models is changing — it’s moving from benchmarks to what's running in production. Yesterday, a list went viral on X naming 9 Western companies using open-source [**Chinese models**](https://x.com/yuhasbeentaken/status/2071464716786950223). The last name on that list will definitely surprise you.
**Also:** A CLI tool to clear App Store review on autopilot, Warp's founder on building a cloud software factory, and the local hardware setup you need to do real coding work.
--------------------
### **We’re hiring!**
We're looking to add more writers to this newsletter. If you have a technical background and want to write for devs and engineers, please reply to this email with your resume and a quick summary of why you'd like to work with us.
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://x.com/dabit3/status/2071688142948847803)
Caption: Click here to see Cognition’s Devin Fusion in action.
--------------------
**Cognition slashes coding-agent costs with smart model routing:** The SF-based startup just dropped [**Devin Fusion**](https://cognition.com/blog/devin-fusion), a new hybrid-model harness for agentic coding. It pairs a frontier model for high-level decisions alongside a cheaper "sidekick" agent to handle the routine work. It even switches between models mid-workflow to maintain quality. Cognition claims this approach matches flagship performance at 35% lower cost. Its router drove 88% of merged PRs in internal testing.
**Meta limits employee use of Claude Code and Codex due to distillation fears:** The social media giant now requires its Applied AI division, the teams building its models, to [get approval](https://x.com/MTSlive/status/2071663559835254851) before using Anthropic's coding agent or OpenAI's Codex. According to internal documents reviewed by The Information, the company is worried about distillation risk. It doesn't want rival model outputs leaking into its own training data. Limiting employee usage protects Meta from violating terms of service that ban using outputs to build competing models.
**Cursor and OpenClaw come to your phone:** The AI coding startup just rolled out a [**native iOS app**](https://cursor.com/blog/ios-mobile-app). It’s currently in public beta for paid users. Developers can trigger cloud agents, get notified when work is ready, and merge PRs right from their phones. Hours later, the open-source assistant OpenClaw [shipped](https://x.com/openclaw/status/2071688039114342592) iOS and Android apps that run agents on the go. The message for engineering teams is clear: workflows are no longer tied to your desk.
----------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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##### **PRESENTED BY DATADOG**
## [The frontend toolkit you need in 2026](https://r2trck.com/the-code-datadog-10?utm_medium=newsletter&utm_source=the-code-r&utm_campaign=dg-content-toolkit-2026FrontendDeveloper-dem-rum-ww-en-701VY00000hBA89YAG&utm_content=paid&utm_term=1-1-2026)
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Caption:
--------------------
Bugs can tank front-end performance before your team even _notices_.
[Datadog's Front-End Developer Kit](https://r2trck.com/the-code-datadog-10?utm_medium=newsletter&utm_source=the-code-r&utm_campaign=dg-content-toolkit-2026FrontendDeveloper-dem-rum-ww-en-701VY00000hBA89YAG&utm_content=paid&utm_term=1-1-2026) gives you the tools to monitor real user activity, troubleshoot issues faster, and proactively resolve problems across modern web apps.
Get expert guides, best practices, and on-demand training to build better user experiences.
[Download the toolkit here.](https://r2trck.com/the-code-datadog-10?utm_medium=newsletter&utm_source=the-code-r&utm_campaign=dg-content-toolkit-2026FrontendDeveloper-dem-rum-ww-en-701VY00000hBA89YAG&utm_content=paid&utm_term=1-1-2026)
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##### **INSIGHT**
## **Coinbase just halved its AI bill while its engineers ran more tokens than ever. Here's the playbook for your stack:**
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Caption: Source: The Code, Superhuman
--------------------
**The meter won't stop.** AI coding is becoming a massive part of engineering budgets with no signs of slowing down. Take Coinbase, for example. They restructured their company around AI and cut 14% of their staff in May. Despite that, CEO Brian Armstrong halved their AI bill while usage soared. He shared internal data to prove it. It showed that spending flatlined even as token usage went through the roof. Now, every engineering leader wants to know their secret.
**It wasn't rationing.** When costs climb, the first instinct is to cut back. Teams usually lower limits or add approvals. But Coinbase found that over 90% of their team never even hit those caps. So rationing was never the lever. Coinbase took a different path. They didn't want to slow down their engineers. Instead, they built the savings right into the infrastructure by updating the underlying tech.
**The quiet fix.** Coinbase set up a single gateway to route and cache AI requests before they hit a vendor. That gateway is the change, and Armstrong broke down three moves inside it that drove the savings:
* **First,** cheaper defaults. Coinbase started routing engineers to open-weight [models](https://finance.biggo.com/news/adef327e-9ec8-4297-834a-165c664b9bf7), GLM 5.2 and Kimi 2.7, through its internal gateway while still letting them pick a stronger model when the task called for it.
* **Second,** smarter routing. Planning goes to a frontier model. Execution, where that power is overkill, automatically drops to a cheaper one.
* **Third,** better caching. A cached request pays full price only on new tokens and reads the rest back cheap, so Coinbase keeps each conversation's prefix long and steady to hold the cache warm. In one tool, that pushed the hit rate from 5% to 60%, and that single change drove most of the savings.
Check out the [full thread](https://x.com/brian_armstrong/status/2070670644577280109) for more on context hygiene and spending visibility.
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Caption:
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##### **PRESENTED BY DROPBOX**
## [Why don’t more AI tools actually understand you?](https://podcasts.apple.com/us/podcast/working-smarter/id1634463632)
--------------------
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Caption:
--------------------
==Modern work can be frustrating and chaotic—if you don’t have the right tools. The ====[Working Smarter](https://podcasts.apple.com/us/podcast/working-smarter/id1634463632)==== podcast takes you behind the scenes at Dropbox where engineers are building AI that works wherever you do. ==
==Hear all about context engineering, multimodal search, and agentic AI.==
[**Start listening now**](https://podcasts.apple.com/us/podcast/working-smarter/id1634463632)**.**
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the day.
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* **Run It Solo:** A Google PM shares how he manages a **[7-agent team](https://www.youtube.com/watch?v=eCbwnwzJ8E8)** from his phone. They run on cron, self-review, and escalate only what needs a human call.
* **Multiplayer Agents:** An Anthropic engineer explains how Claude Tag makes your CLI agents **[coordinate](https://x.com/rlancemartin/status/2070571422913876182)** as a team, work async and flag problems before you spot them.
* **The 24GB Line:** Local models can handle real coding work now. This **[breakdown](https://www.youtube.com/watch?v=pI9uZGoIchA)** lays out the hardware you need and which jobs to keep sending to the cloud (2K likes).
* **Preflight Check:** One dev created a **[CLI tool](https://x.com/LandseerEnga/status/2071625238261973012)** that scans your app for App Store violations, fixes them, and re-scans until it passes review (3.4K bookmarks).
* **Test Before Switch:** Inference.net's CEO posted a [**6-step playbook**](https://x.com/samhogan/status/2071608749429829858) for testing GLM 5.2 in production without taking down anything live.
* **Software Factory:** Warp's founder is building agents that triage, spec, and ship GitHub issues on their own. See [**how it works.**](https://x.com/zachlloydtweets/status/2071670840660533393)
* **Straight To Prod:** Google's new [**Agents CLI**](https://x.com/akshay_pachaar/status/2070860837448040832) turns six plain-English prompts into a working, deployed AI agent, all without leaving your editor.
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Caption:
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##### **AI CODING HACK**
--------------------
## **How to move your Claude Code setup into Codex**
Your skills, hooks, MCP servers, and AGENTS.md rules are stored in ~/.claude, moving to Codex used to mean rebuilding everything from scratch.
With this new [command](https://developers.openai.com/codex/changelog#:~:text=Added%20Migrate%20to%20Codex%20flows%20for%20importing%20supported%20setup%20from%20Claude%20Code%20and%20Claude%20Cowork%2C%20including%20during%20onboarding.) in Codex CLI 0.140.0, you can now pull everything over at once. Just update to the latest version, start a session, and run the following:
```
/import
```
Codex identifies your local Claude Code configuration and lists what it finds. Use the spacebar to toggle items, then confirm to convert your CLAUDE.md into AGENTS.md and make your recent local sessions resumable.
Since the conversion is automated, you should give the new AGENTS.md a quick look to clean up any Claude-specific tool names that were carried over.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
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##### **TOP & TRENDING RESOURCES**
--------------------
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Follow image link: (https://www.youtube.com/watch?v=IddXPepIAS4)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**Using spec-driven development for production workflows:**](https://www.youtube.com/watch?v=IddXPepIAS4) You'll learn how to move past unpredictable “vibe-coding” and embrace a structured, spec-driven approach to better guide AI coding agents. By starting with clear markdown requirements and design docs, you can streamline your agentic workflows, keep models on track, and build high-quality software way faster.
———————————————————————————
### **Top Tool**
[**Discode AI**](https://discode.ai)** (Product Hunt #1):** An all-in-one router for 100+ models. It auto-routes prompts for speed and cost, redacts sensitive data locally, and tracks the environmental footprint of every request.
———————————————————————————
### **Top Repo**
[Claude Token Optimizer:](https://github.com/nadimtuhin/claude-token-optimizer) Optimize your Claude API calls. This repo slashes token usage by 90%, helping Claude focus on your actual code.
———————————————————————————
### **Trending Paper**
[**DSpark (by DeepSeek):**](https://x.com/danielhanchen/status/2070751700626076109) Current draft methods see acceptance rates tank and throughput collapse under heavy load. DSpark solves this with a semi-autoregressive drafter and load-aware verification, boosting per-user speeds by 60 to 85 percent on DeepSeek-V4 while keeping output quality exactly the same.
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Caption:
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##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
AI has split engineering into two camps. Some devs automate everything. Others clean up the messy code. This VC post [explains](https://www.linkedin.com/posts/debarghyadas_most-software-engineers-are-facing-an-identity-share-7474004323815981056-ywBQ/) it all perfectly.
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 300K+ engineers and 150K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
———————————————————————————
You can also reply directly to this email if you have suggestions, feedback, or questions.
Until next time — The Code team
----------
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