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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Mon, 15 Jun 2026 13:01:48 GMT
Subject: 🤯 US government bans Fable 5
To: [email protected]
Date: Mon, 15 Jun 2026 13:01:48 GMT
Subject: 🤯 US government bans Fable 5
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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 with agents  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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 15, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9uOHvXCf3WCKwbnadeVxr6URK0o9BeJ2rmU18SJiylVAqIWZDbQGlNPM_agaqEqZmUdaITjgkAv7x80YwVLSBmCBYERTqdKWaHhbTEHiaT0melr9VWQ_39Mlw9c1otHvmqxLbIgcsq2wKxWph7-dvDYcOfWo82QVL0CPrPLhRblrNZ6cv4bT9lYpzXsB6b54CvZ_vy9CetW_7PR-KCxaVVBcX-P0ARXrvMnwICfFrUV2YmmoXpiP79idyAK5u0idNPSHSES-W5YA0nZOGOPTX-h6AGTqggwXdJ108ZKfOTaECjvvji8m181zJ-dXBzT-UeS9hZPrU2P1YMpmEcCqjSQSWfOwqHWPeh1fjukkijdYbT_beIM3pn19jmSL0OFdLye3tBjaQkJYzrvB1Ve4sGzE9ccraFN0zvn-GBDqQ_j8WosQnmfoAbcu_XX_1GNmdqcINMAQAELRtpB1ldPk2ortC-HJONqe7swncSBpM-xeq3Zl76rRa1TgphDUWmKBeATO8eLgvdDJMa9wwX0zakKQU5823sOzfXqg7VoRfpXDMIzzIW_rK6OQAk-JtS5qZi0qcVk_sM993gCBCfWcZ0gbUe8nYEFm9x-pJyFJ1jG8RwEZ1xI44Ne3tlsZ1692TzV5rNXW6nh1znatEOGtRQBPWxCVRiipl_jmuYMWiamyocPKI6CZKAuw8l3pakjYebqp0Fx7uoHgarR2eruc2VJG_px7hycgku6AivPDWc5Tmwx30kUuQzmMGLGq4GGz4UTfT4HKbwnwslaD6-KvYh9jUh-xAvKSA7-3NqMPHnhsQ/4ri/T4iAk2FBR9y1N_DyRjkF5w/h0/h001.TzHqBciHDvfN2Kgn0-xkEM8ggYNaV2p_3tc_Lgr5yOs">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/4ri/T4iAk2FBR9y1N_DyRjkF5w/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.IqUZOML35pbZylK0LfuECGNxT_5m5Cj8d8O7wKHcA8x4cH-5N_hpnARJOQ8CpZWMdc_bJznURrm4xypawoB5dIntKMeQ_RuRTaxJExgFwIg3UmEHc62SpBI3htPltdt0TdAqybLfL31Bb5yA3YbdOwyAk4inoGDdue56v0k68Ln_83S-ThlSMi0eED_PkrAnl3siNB7hhLfC4m9D9vdhkQ/4ri/T4iAk2FBR9y1N_DyRjkF5w/h1/h001.Pdsi6xCe6_Haeo7OOg5I3yxh2OTfTvNPM5mZnuk-k6E" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/02dc94ad-257b-4a3d-9346-cd2ada1d96db/Group_EGO_LITE.jpg?t=1781289980" 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> If you keep telling the government your models are too dangerous, they might just ban those models. That’s pretty much what happened on Friday, as the US government placed an export ban on Anthropic’s new Fable model, leading to Anthropic pulling Fable access for all users. Many developers are, unsurprisingly, disappointed by the move. </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> Codex engineer's guide to turning your phone into a control center, a 12-stage path to agentic AI engineering, and why one dev built a black hole into his screen. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:rgb(34, 34, 34);border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>Today’s Insights</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-size:16px;">Powerful new updates and hacks for devs</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Why the Microsoft CEO is stressing “token capital” </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How to stop re-explaining context to Codex </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Trending social posts, top repos, and more </p></li></ul></div></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/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;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/beedd17f-6264-4264-9bb9-8799a6f18566/superhumanteam_generate_a_portrait_image_of_the_person_in_omn_ef36dac4-5f22-4282-be77-408b674ad4bd_2.jpg?t=1781526690" 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>Made with Midjourney.</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>The US government suspends Fable 5 and Mythos 5 over security concerns: </b>Anthropic suddenly pulled the plug on <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquskQSZOC1B2XEq8ScyDucQSEnbnt4ME-D6vFl1kLTOm5ndnxKhRrKvhccRJd55P_x2S6f_mIcBQb70VEBdFzTxGDToxseflyHKZbcEE0d3rY48IHsOvyoajFPt-0LvGletP7_mp2B6ARaFaWqaPC8M-kJ6UInbFBWKEXmQtmabTwBArTSC9--1xXUiwWf8YrA5uVALH-amxCcEuFbhYOjecsGIT7Pbo8ZHdUxlfHY1mrACOZXtMm21DdRLQdqLkXv0beeEkH_xMnoBOjP8u1CYkgv-RJdSw1g9LlwHHZoKej/4ri/T4iAk2FBR9y1N_DyRjkF5w/h2/h001.2KFhXEZOtXDilDAR-gs70byNXSuskd-QZPxMkZqfXMQ" target="_blank" rel="noopener noreferrer nofollow"><span>Fable 5 and Mythos 5</span></a> last Friday. They were complying with a US export control directive that barred foreign nationals from using the models. This left no way to keep the models running for anyone. Engineering teams just beginning to build on the new flagships lost access instantly. However, the lab confirmed its other models, including Opus 4.8, are still running. Now, the Anthropic team is heading to Washington D.C. to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhW-BDLNWxZXNmcXZ5PFQ_wn4_NMTGDhJDWTsybrDKFbq0O20ZPwLLPUe0zbx4s98Cv1Ud1mcKHauC-J1V826-Et2Y-JZGZz3TwIu54hv6tSr6yDCGWP6KXvg1_1-GNxLo71cjTVq6DI4Q1F8teOulElsI97IIV5ftZhb9bggZXTa1R0eCwW74GDCr4HsbO3EWFrI_atM9RBxtz4ud0WHQsqheAEy8kGiM7X4aHFu_O4VxMfmzjBUQdmRa9qkYQVgM_NSo5td0FS0jXdTfJIwYMy5NdmOOE6AzTNyvFGB57pCnsOiGwHfKYOQBWYBnOBTQ/4ri/T4iAk2FBR9y1N_DyRjkF5w/h3/h001.P4dYm0dKWBVO87lqSBuyL16mAdh66Uo5LICTw71hyl4" target="_blank" rel="noopener noreferrer nofollow"><span>address</span></a> the situation at the White House. </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>Moonshot open sources a leaner, cheaper coding agent:</b> The Beijing-based lab behind the Kimi chatbot just unveiled <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LzdPTs1b2IMzsJ5FxlYgjky472J_qQz9rLGSIJ37uRkoUBa7zuF-PIFtsFziwn2lkF3Y9QDnYfD1alQaj3SFPdQFWXeZKZ5dryOF1wMxWf36cYuDXDP6NDJNh1eRbV9TsjgDfUSuGTdZ96otssOpJXt_Zu10X_J2KNQPagDdBtMSEXUT5f4nDJUjq6uEWKX3gW_LkWRvHl7E9XkM7MGItQC7FgyBZiXzuLDZDsfTJ5uMsMLC37eAFAVXaCYThr91p9y9LJEuXDNS8RbJpGdyqkT5Eg8B5EH1Mzq2xVOUnQ2i/4ri/T4iAk2FBR9y1N_DyRjkF5w/h4/h001.KAR86wu5sXsbX3oepbychNM0HdLqi7dAwwV1fXUECZ8" target="_blank" rel="noopener noreferrer nofollow"><span><b>Kimi-K2.7-Code</b></span></a>, an agentic model for long-horizon software work. It uses 30% fewer reasoning tokens than the previous version. That efficiency really adds up when an agent is working through hundreds of steps. The API is also five times cheaper than Claude Opus 4.8. The team claims it actually beats Opus in a tool-use test, though keep in mind these are their own numbers. Grab the weights <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7j30xrgPf7i8rC_I3Z1l096gAUvzdSnpV43ga3rDjODCADwQ4g8CQc1clFjXGzomqhBn4Xov54DRCLCuYMdR_hUqkF9Di_FlieyHz_ZD9RxaXscJJwSWmscQYHJStKbfudwsxl13vbXY_7gRGozDIXi9kHerWMSexKgRv_PuxyFgs0lseLNX-DyUe3FDsHa1tO-EK3LUSMMAMiYD5qc_niaDwafdXk0tTbqwpOC_tt71y5m9rzeOB7M_gA1P22VRrZlSOEb4_HZBgB-S_AK-pKGf1_ubH3kdPgiavvzftVI-/4ri/T4iAk2FBR9y1N_DyRjkF5w/h5/h001.5hKnZwl-aAkVBkehZ_9tEgDQ_yexpcHXf_s-r7V3sMg" target="_blank" rel="noopener noreferrer nofollow"><span><b>here</b></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>OpenRouter combines budget models to rival frontier-level performance:</b> The LLM marketplace just dropped <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx181qV3IfEAhBK0QIUeIIkoOmcB4pFg62aopxsnRLbm2blxFqatQ8EmI7NmzFq4FkdZs5HIBOLe6LUXPhdlvNZLK6mueZUISfAEGkTM9alxHJ8aiUx700uxkbacIfBdbpDttBI4HL919U93NuRjQSLml0HscjABXd5IRLcR19cOAF2mUXIU_4cdoR9hdXTktlOCj-dAVgiG5n1U7_jFGflEjxIqCI4h0Anl9r3pO4ItKcpzT4x96ifXsn0XRrM4abQdH5sdyqkRsHCr9nOxPtowSvEtrLTuORMiblP0U941DumY4CaiTdOjnW8sDYRnmpoow/4ri/T4iAk2FBR9y1N_DyRjkF5w/h6/h001.BQQfJd1pak32MKOcf9thm0Tza6gJkdPNblBywAy1luk" target="_blank" rel="noopener noreferrer nofollow"><span>Fusion</span></a></b>, a compound model that aggregates several models instead of relying on a single giant one. It fans your prompt across a panel, then a judge model fuses their responses into a single answer. Based on Perplexity’s DRACO research benchmark, the company claims a premium panel outperforms every individual model, and a budget panel nearly matched Claude Fable 5 for half the cost. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lxz6I8ndLFonPTEI-5cjjjxmG9l6a-vIdjJkBux51_EsHAgmznSmpp04OKplEpTIIbx-mOTVuG5vZQjgm1wAOxOxuqakVGlTqqg71En64aN62aSBuMCItMG4yaVqRQlYLr9XtIXWYejc-bYOcxEP4kcrXKLONzDbgBhbQmJxav4nGZgbN001XOMnuNhy5nDhiyBcCbOvzBHdocMdpJFqY-ADwHhDBSEIh-bKxJw-dXiWxM9yN09ZzEYSn01MRrLnzgMKQ3-hPfw39dAvjYN0Dg9dyTxq8nzLKqWTWLfuvfG9/4ri/T4iAk2FBR9y1N_DyRjkF5w/h7/h001.V0BIuD3tKpqtbBSvK-jHd-sKDC6oA8fQrmcj74t10Lo" target="_blank" rel="noopener noreferrer nofollow"><span>See how it works.</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/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 EGO LITE</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.IqUZOML35pbZylK0LfuECGNxT_5m5Cj8d8O7wKHcA8x4cH-5N_hpnARJOQ8CpZWMdc_bJznURrm4xypawoB5dIntKMeQ_RuRTaxJExgFwIg3UmEHc62SpBI3htPltdt0TdAqybLfL31Bb5yA3YbdOyojkOJI4YSlQkbBh32jtFjB3XMO4bULybafA5utBYJvzcDrOpFq1PrKyZhkPI_aEQ/4ri/T4iAk2FBR9y1N_DyRjkF5w/h8/h001.MlLRsXQp9OkdItfHVgum3DVI5uOJ0XAGJ7BX8obP7hU" target="_blank" rel="noopener noreferrer nofollow"><span>Claude and Codex handle everything. Until you ask for browser automation.</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.IqUZOML35pbZylK0LfuECGNxT_5m5Cj8d8O7wKHcA8x4cH-5N_hpnARJOQ8CpZWMdc_bJznURrm4xypawoB5dIntKMeQ_RuRTaxJExgFwIg3UmEHc62SpBI3htPltdt0TdAqybLfL31Bb5yA3YbdOwBqgPcMiJWIaIlR7CZ2RzS11T3t0oappRZs6PB9dRJYfWvdKyvotKPdI3z46IqSuA/4ri/T4iAk2FBR9y1N_DyRjkF5w/h9/h001.nChkHe4D2ZduEs0SwuJHGyduUwGnfj2wlTqnNIAHXoc" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/51f6a26f-ab72-417d-8bb1-9b1df7ac1d19/newsletter_0611a_-_David_Xu__1_.jpg?t=1781290125" 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%;"> Most tools like Playwright and Vercel's agent-browser launch blank Chromium: no sessions, no logins. Your agent re-auths every site, every run.<br><br><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IqUZOML35pbZylK0LfuECGNxT_5m5Cj8d8O7wKHcA8x4cH-5N_hpnARJOQ8CpZWMdc_bJznURrm4xypawoB5dIntKMeQ_RuRTaxJExgFwIg3UmEHc62SpBI3htPltdt0TdAqybLfL31Bb5yA3YbdOyIhhk5jItwV_BWS_VHUafE1V4VrVzShVRUvaCKi2LKGJeMd9-JuBoZMymEnl6j1Cw/4ri/T4iAk2FBR9y1N_DyRjkF5w/h10/h001.FZhAHiFoyq7xRK2Gu4HR9LWHldW6SIG3jLsy2_Cd5AU" target="_blank" rel="noopener noreferrer nofollow"><span>ego lite</span></a> can be your default browser, so those errors disappear. Claude Code, Codex, and other agents connect through ego-browser and run in their own space. Your tabs stay untouched. You keep doing your own thing.<br><br><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IqUZOML35pbZylK0LfuECGNxT_5m5Cj8d8O7wKHcA8x4cH-5N_hpnARJOQ8CpZWMdc_bJznURrm4xypawoB5dIntKMeQ_RuRTaxJExgFwIg3UmEHc62SpBI3htPltdt0TdAqybLfL31Bb5yA3YbdO3OzvEOKOljy2QHQhPbdiW69BHSGk4jOgS9OxTN36joWQdB_5moD1GPROfgZuKORAQ/4ri/T4iAk2FBR9y1N_DyRjkF5w/h11/h001.emtkc7l_yQKUGMyvaxhXpS6nlf1vV2HPDxMChjS3RDY" target="_blank" rel="noopener noreferrer nofollow"><span>It's 2.4x faster than agent-browser and can run 100 tasks in parallel</span></a>: e2e tests, web scraping, SaaS automation, and more.<br><br><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IqUZOML35pbZylK0LfuECGNxT_5m5Cj8d8O7wKHcA8x4cH-5N_hpnARJOQ8CpZWMdc_bJznURrm4xypawoB5dIntKMeQ_RuRTaxJExgFwIg3UmEHc62SpBI3htPltdt0TdAqybLfL31Bb5yA3YbdOwZXbW07rmkEqI8WBl39GK6b5Ypw-ZCmzqQ0uCXKBh_wxF9CJXIMNOtkzitLbASCuA/4ri/T4iAk2FBR9y1N_DyRjkF5w/h12/h001.h-THEVJnt-21ddU52CXmJpQWi9CZ5Hap0b-cGQb40GU" target="_blank" rel="noopener noreferrer nofollow"><span><b>Try ego lite free.</b></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/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>Token capital: Nadella tells industry to focus on compounding learning</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/uploads/asset/file/a8630f5f-7ddc-4ebf-8706-df4c8ad54897/superhumanteam_a_software_engineering_team_working_on_storing_7501f5a9-bc45-4991-9f8e-a17d2f56ccb1_0.jpg?t=1781513878" 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 real moat.</b> Some folks think the alpha in AI comes from having the best model. This usually means a bigger context window, better reasoning, or the newest release. CEO of Microsoft Satya Nadella says the opposite is true. He believes the model is just a commodity that you rent. The real advantage is the learning loop you build on top of it. This includes evals on your own outcomes, training on your own work, and a memory you can search. He calls this <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwI5hkp7IPj_voqCIj2K2Mo0EZ9Q2O3fxkaCk7PoZRruKFJIpIP3X9w8gLsPX-JucbMyjcxP-Wkd3PID0hU7oPYRlFl3F9TPyzqTDLcn6VrWYjcAXZiZrRnUXwppOHjT-wqgZoaOKmcTl4LfGyjebX7-rBydEIE6RwcqZSZ4tKfAw7s-CjGT-gH6XoGIF49dnzis96TWLDVg7E95bdt33mqi3VwlfjwNAEOrpNdC_Paqt7dXET9b9qGIMPfuCVP8k9o4fBtIzKC08ru9g-QWAfYUplCGLDUJ80k5AVKr-vI6/4ri/T4iAk2FBR9y1N_DyRjkF5w/h13/h001.Q_clc2YO2gCurmZGNBrPPupn_y2X7l630XJ1a5LhmKE" target="_blank" rel="noopener noreferrer nofollow"><span><b>token capital</b></span></a>. It is the AI capability a company owns alongside its human talent. </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 big names agree.</b> Aaron Levie, the CEO of Box, says the winners will be those who put their data and IP into a system designed for AI. This is why the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1NeVm90Md9TSDVuvLnObpO-YPPol0I4AvgsS3liUieMsWdQLpXcHUiY4EX5z3R11FPyQjgwa293EA64po5b4DbT5zawSezO3OEp4xDwlx6lLHmHhMYeRWKTGPletf7WBV389lWL-PfUYPfHxmv1v-ZRvM8R1PVGopZqI8OX6MIDYnEruD34FHtQkB4zAQsygxcsBULNSZ4WfYvBnABe_4zUy77C-qM4JixXp8rM_4lgXOFCpOInJ8WQBEGs2_x77VKiSr8SmVSXq7hk97zVTOkWXgzU47a_tFxX6YA3rIiV/4ri/T4iAk2FBR9y1N_DyRjkF5w/h14/h001.TbXjsO3fmsf9kcE1xUOElhFYwk6HCP2JrJu2Oxtsa4k" target="_blank" rel="noopener noreferrer nofollow"><span>applied layer</span></a> is becoming so valuable. Hiten Shah, a veteran SaaS founder, simplifies it down to one question: who captures the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L03BUVNh25TEAQa-F5cnE2f6Cap1hMTKl1wcTdfuJA6bEUYJfATs_4Ya38JeE5vXbTIldcPIQy9oeJ8oq6cjzOKpXs9tU8HDDBN5_Xbiy5mYVp4m07Yiad4NZtShATebSAdr461X-tpjSIdg9blx0gCe3tFDljIXGiI2vEXKEqLgri9xzM25ENs_HyB9F4GuDQzK_Glxo9fA5Qd6RmmueCUKVGVh10Sikfb3aJyg-42suBv9MAyL9kPO5MtFJSAkrl3qr3oW1dtUWIVWP2VtVV55ATDIBojyvSL1zZJnS0Hy/4ri/T4iAk2FBR9y1N_DyRjkF5w/h15/h001.YQwAOqvSuwjcxD3NlIDi06ICVbukNxEuZMtOYvBru7Y" target="_blank" rel="noopener noreferrer nofollow"><span>learning</span></a>? The goal is for a company to become a system built on the collective work and judgment that used to stay locked inside people's heads. </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>Read who benefits.</b> The loop Nadella wants you to build runs on Azure and Foundry. Building it yourself is a tough sell. According to MIT, in-house projects only succeed about 33% of the time, while vendor partnerships hit 67%. This means owning your own loop usually leads you <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx18-mqcHX2QGUzDRe0OKYBefb7Rh45vtke6VX6pJ5-AztWRFIcup7kfuVMBdgDSrqalC-ZlexwGY8v9UW_fA4Awe0hRvB3X80Zg6Qr-8swd700y4X48Dyc1xRmNQH0Cy3f6f7YDTzU7BnLR2x6xMFZ-JnudAs2el_Ts9DI1i3Oy3qYDzvcoLElzO3B8ZetN9q5fBI8OwQSia59hm6XKkr1To_z-d0zm6O70Ssix5iA3cwRqqHw24RWDrsg3m7HO9xGvI-453ZC_BY3j9jeJQby5CC5OFWmw7uAFZ5ijpcSUNRz/4ri/T4iAk2FBR9y1N_DyRjkF5w/h16/h001.cNENy_OW17ZUpSSh1timw3h95mm7SDsbmjUyz5om74s" target="_blank" rel="noopener noreferrer nofollow"><span>right back</span></a> to Microsoft. The model portability he talks about can easily turn into platform lock-in. To avoid this, you need to make sure your evals and data can move between different vendors. </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 expiration date.</b> Optimists miss one detail. Some parts of your setup last through any update, and some go useless. Your eval sets and private records are unique to you, so they stay valuable. Simple RAG and complex prompts are temporary, and better model memory will absorb them. There's a cheap way to tell which is which. Pick one live workflow this quarter and swap the model underneath it. Whatever broke was scaffolding. Whatever still works is your real token capital, and that is the part worth building to last. Nadella is right that you can't outsource your learning. But you can still waste a year building something the next model replaces. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>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/uploads/asset/file/c93d2afa-5577-4ccb-b0b3-6d30d7f5a481/CleanShot_2026-06-15_at_11.44.36_2x.jpg?t=1781504182" 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>Agent Engineer:</b> This post maps a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LxOVQZnmtAvz6P6sklVz3PhomVRP2OiwO3xHaMduu8ykHCL6hyCDXDYy-Oyj3GAFmfQcNa3xyb5jw9r2yGxn7TEp9RSR8es3II332--zJxC3oYiQiLBgnhw92eLV8HZNvk4UC71TzP4BMBQEIur9BMELCrmwRWrkTPqzVae9VEksC-xtyGVUZw2OtC3cYJI2VsATdT1X0QFDrUB0L0D4WKrDuoNI1KFUVysO0qCzFJgVUQCkV1ERqg-WC5Z-AKjhkfHUzU2K7t91Q9br8ONM9iJL7crZNMBXp97oUjyC4mg_/4ri/T4iAk2FBR9y1N_DyRjkF5w/h17/h001.DEHMefjiigdfriRP2vTd8VyQoIeV7sd5wlgA3BRII1k" target="_blank" rel="noopener noreferrer nofollow"><span><b>12-stage path</b></span></a> to building production-grade agentic AI in six months (4.5K 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>Local Memory:</b> Local LLMs forget everything when you close the chat. This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5PpmONzQQD1WKT-HCdSQJZ2L3jUHt1AJ7wLuhOTQURABvnGn98PDWCimqhYIzCD5LYyOo-5QkSU1Y6zvPBwCRt_l5uXfyc9NXSZ8OgwoezGQ1ENIzEgWXzKSB6q5oBXUswZHokqGWuv5xS0OntMOAnBRHLRc5QA0sl8-WIC_6RqTFQnQHVYVD1B3xOUTs49GlFKhbSIVvnQJjdEuP-qib5NNn-PTUVCD0aj1OCcZRtd518wCTHpzbOe4veGgLA7h_PKhooZ-1Z7vi0s8TGUd5IoX7G8sscnAUb2z-Ojt8Ao/4ri/T4iAk2FBR9y1N_DyRjkF5w/h18/h001.0GH9XfjuTzIGooEVCFn2esWnr8dwx3UJxZzKNkal5nQ" target="_blank" rel="noopener noreferrer nofollow"><span>5-step setup</span></a> gives you persistent memory that lives on your machine (3.1K 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>Pocket Codex:</b> A Codex engineer at OpenAI wrote the field guide to running real engineering work <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_EN0rPpov4OlpBggRXjBSERGtvvtE93qIbcM65unU8r-dq83ON6ZT6gzGCY2iu2GyaeWL7SFpTOv9Oncs7lVVuHU0zvY7E7ZbgLH_sHZPGbpLCNZQKzVkSo4bk1hBlBbfGTJeGapmcpKB4xuVCe25QfyS0DAUWfLWRkHrfd4O2DQR0i85ExqFDZIpwrjjaWxIAHC9BlgguYca16A5zZmtW6ABiJeM_nrDUDefRclRmr9vyFsHDo-o1KoUrz58SnAT0u2sY5s0yUiPuHUjusIEDKxKEFmuzD4DhhHPs8UKl2/4ri/T4iAk2FBR9y1N_DyRjkF5w/h19/h001.ZIeeu_az9ebtCfUd3-Cmq5xfo12H_eHpRqPx_QuDu8s" target="_blank" rel="noopener noreferrer nofollow"><span>from your phone</span></a> while your Mac does the heavy lifting (300K 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>Local Lineup:</b> This guide picks the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5w7bESHvIULffw0Jyq9bY_T68V9AZN8EppztT0bWtLFZkFi0ip30ybvwTJ-U_GR0y5CyaabcYETtMt3UUWw8qC5JsJlfQlJjZmQhK_qhN1rRo9obeNaPGXvwy3KKWM5Vo6AJLGu2NqHLjlZ_EEJEqFhZLw5Cqd9f9OI0OCKdKa_FEKScPPDmKK7ohI91ml8MyHiveqKBTaV5i8HKltSoaqSVsLDY7UQ8UaRQkTJ3CNRhTzWhTDNc3CdgRkgpAVc3MfHqvmxL9wpuPIboStI25aN6lR_EQ2zsp6-j5eAjL4b/4ri/T4iAk2FBR9y1N_DyRjkF5w/h20/h001.awmrmbqdARsZOEFChqtfVHNRQEHVmtVlfSLjD5AoY10" target="_blank" rel="noopener noreferrer nofollow"><span>best local LLM</span></a> for every consumer GPU and points to the one setup that replaces your whole cloud API bill. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Engineering Roundup:</b> This post collects how Shopify, Spotify, Dropbox, and AWS build with <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoRU_vu54x3XeB6yDKA6HD-eLuMAsV6grvShtyqEawkYNhZ8URi7q4oR5XSvGSz5wUJL9heTAI6Z4LNrTPQwcVumf8wCr6bMB5_i1i4UgTStlEqwpiy0ZH-gB7S8STW_RkBE4pe8dUeSxb6qGLWEB-SZGU6wygPUE4Cr_gDK8mrC8Y0oMWg0EKL-qRtNukgXBTZM0RpdHfviecZBpebOeLszgoN3EoYxEaBfKjbmgLHh3CoToZHzHlpwimwOPkFDXHsIHf8hN0oqSUcz6ErTxRPNdr8T0d1NuUu77F15QkLEQQaXpm5swZ8Dx4Cxxrhekx1RTwVow9wtYQL10ImoqZJ-S11difxrrsM4eM7VVFo8Oh6U6msE_UZhG0_wvOlbag/4ri/T4iAk2FBR9y1N_DyRjkF5w/h21/h001.1IEfUAHi9wKNPvdbwG38X2x_fIXbj357gbl4HW01Tpw" target="_blank" rel="noopener noreferrer nofollow"><span><b>AI in production</b></span></a> right now. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Black Hole:</b> A dev who couldn't make himself take breaks built a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquoRU_vu54x3XeB6yDKA6HD-4SKDog4_F-zCQyFA_eonHbskKggbYFhNSSu3Di_mYY4D9k1MUNb5hnpH1PgSmzGk_Rdp0BqInPqnXCqHz_FPH38tU02k6_5EYDRzPJpjjIqVLmbbcR_LPjGLivUCV2RB5BvtZ5T5IcslgHQ5z_tJuJQRwXHQM2ogPB1C9kgiYH9qweu0JPqeQdgUc2-OyRvyWtZAw2h-SJz8aYFiigIcWaAgiaYG8z7hZ2oV0gQzc8vMLEHHxpSjzqJ23CsfhC11_kW6dzFaPh-ySOhVpU28ADJzXYxTvjJYm8MCFEgenGZy6HA_5NXky-ze1-zGlj7WZ85ezOuWI28p86cSrSRQx_r7NpXjSbeUzx7GzS-b19A/4ri/T4iAk2FBR9y1N_DyRjkF5w/h22/h001.VUl06UCubI3ffPOB6t4XWIblVZYTav9H5XEecvy4gTI" target="_blank" rel="noopener noreferrer nofollow"><span>black hole</span></a> into his screen that grows the longer he works (3.6K 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>Review Done Right:</b> Most AI code review floods your reviews with nitpicking noise. Here are the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.gH5RgZm94rxplfgqHmILHazB5P5c4Y1npqsZ2MX52vggbq91Ji42qFLTzJt8vNPD4R2TQ-vA9YDOzlo5FA2EU66MxGoQQnPtr_0bVVUUwHgpvtNyqz7prqVf-Mnp9nELvQThMP1zKXTqGW9HwTvZ1eHLWXYdiOUuxMWailesrgBcVAqHNFbBVMRE5VjouE1TA1A0CVSRWuWYrt2JOvEmHh2yYz3BEtEaOXbZmlWacfN39Bb44x1XzHvhghp6rEMtvmU5wsqXe58ePmSMprUergD6vNQ5d0RNK9HdhgX3AwCKhBmIAzgQLN5JWLgyn1SrylSeIQcHO3fK_2wk7B7Deg/4ri/T4iAk2FBR9y1N_DyRjkF5w/h23/h001.cMXGz1T3VzUjNq3ZazSqpR6o3pd0B04URPg2owdWzzo" target="_blank" rel="noopener noreferrer nofollow"><span>3 changes</span></a> that make it catch real issues, with working GitLab and GitHub CI configs. </p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>AI CODING HACK</b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><b>How to stop re-explaining context to 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%;"> Every new Codex session starts from scratch. It doesn't remember your project architecture or the bugs you were just fixing. This forces you to re-explain everything before you can actually start working. But there is a built-in fix in the OpenAI CLI <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7DUPRWRdPsaLfmgqOHOTzZ-vtIT-dHM9MFWgvooqYRJ8DdqCTy8_mhP_1oDX_VFgULX24c3URJ2jlP11QQKvhI9wJ10XYf1TqGCc5K8N6o8rPZgv84GTE3TJ0JLY0oNUxsOLOh7vosDAs4QZn8TIW7MfN0KiFTRfp9h3QTa5fSxsTa6OkKDgUsWnp-XGoNjPzBIyNx_gLuK_UEIeDv1fiRENr1rmMMuR1gKnha8RpzeW4Tre7s7k838YoSGyh-VmvMKHfLINxSbFwadt-bFgUb2uzu7psb7OTD5QKWTVkmKn/4ri/T4iAk2FBR9y1N_DyRjkF5w/h24/h001.LG4-puQJ20jXIxlZL6RtKm43Efz1eg_FACjf2t76LkQ" target="_blank" rel="noopener noreferrer nofollow"><span>reference</span></a> that most people overlook. </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%;"> You can use a single command to reopen your latest session. It keeps your full transcript, plan, and approvals ready so you can jump straight to the next task using this line: </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>codex resume <span style="color: #7ee787">--last</span> <span style="color: #a5d6ff">"Fix the race conditions you found earlier"</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%;"> Just use the command to reopen your session and pick up where you left off. If you're in a different project folder, add the “--all” flag so Codex searches all your saved sessions. Since it rebuilds context from your transcript, it already knows exactly what it did before you even start typing. </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_32RHs55vkeN42vyABxhj0FDD2EJB28m2VAciW3bA7bkMcnBoY3KoAky8EnsJ99k-QEEQzg4R67dOne899qYLlJ4a90-MrenL4dvU1vl6_VadyO_cYfxTw1LImaQTG4muIW5-Q04Xmu3BdZ33lRG9gbSSbwgqm7UaGs-GxZk6z6AzqJU/4ri/T4iAk2FBR9y1N_DyRjkF5w/h25/h001.628MAy6RyKSyJWzuGdUZ0eRfKaSTAbRRmEZAylpWyjA" 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/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.AtRzLqL3EQmRcf6rV4XqutmAWttHC5kTmUybsXxJzjRA2oB_VZF3Vhh7fL-5FStpM0PJmSNl8AzJas9t_y-YD4kEfZAdlbNlu9NL4_Ef8uUx8WGH6Q23pzV6XYfEFiMr3kYEojT1q_tWPqQ3gsbI68DYWOC-KKEHTB2IXX94x50yxvBTr2FzqexEfX0KviCTHfH7GkV_9JB8fY-_x-6FyWZXZ-STwBM3pNoKX6lceFwRfQfmDcxWzzk0KQEi_xpW8CVMfJfIYn0V8ce5Ob5jrpY79-yK-K8wcPmFxgfM-9KDcZ1l-yOKTELiKgHHYbT-4fCO1GoTDPsGzs6nfwOKgdIlhXlCH2lk_774aOhl4fE/4ri/T4iAk2FBR9y1N_DyRjkF5w/h26/h001.lmtF6aSQdPdM1I_VF1vC9Uhd_KEuCXN1YRWPtagzpdQ" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/c84488a4-3450-412b-990c-53843d483ff5/Thumbnail__8_.jpg?t=1781503970" 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-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.AtRzLqL3EQmRcf6rV4XqutmAWttHC5kTmUybsXxJzjRA2oB_VZF3Vhh7fL-5FStpM0PJmSNl8AzJas9t_y-YD4kEfZAdlbNlu9NL4_Ef8uUx8WGH6Q23pzV6XYfEFiMr3kYEojT1q_tWPqQ3gsbI68DYWOC-KKEHTB2IXX94x50yxvBTr2FzqexEfX0KviCTHfH7GkV_9JB8fY-_x-6FyWZXZ-STwBM3pNoKX6lceFwRfQfmDcxWzzk0KQEi_xpW8CVMfJfIYn0V8ce5Ob5jrsQ5c4Tjm3A0tzHdKfhIRmAr7b7_1Jz8CdOeBKp78a9yQCfMMZGDbEz9FbW8cjnGixDqpt3Htuzz5TjFAYgz3Mk/4ri/T4iAk2FBR9y1N_DyRjkF5w/h27/h001.WcAJmvNyZynpzDtywnBr7TklQv5dinm7D5796Uf5caw" target="_blank" rel="noopener noreferrer nofollow"><span><b>Spec-driven development with coding agents:</b></span></a> You’ll learn how to write high-quality markdown specs that give agents clear directions. This structured approach to spec-driven development helps reduce mistakes, keeps important context intact, and prevents burnout by focusing on the big picture instead of the tiny details. </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.AtRzLqL3EQmRcf6rV4Xquod2_JEk55ySb_A-wPUh8ivkAxhZmZaHW62KM9IuH-Z8AYt0uLW2FBL3sOEWEZ_Ok4KzjPqEjtc6C93pU10MVz011e5c2wKnMdbZ4_Lx55ZxZTxbE9i2L5UPovvb8p3kWZq9eK29Xq4n8EB3E4UTHPRoghEyFQEIepU3YUz55tp7GLLSS91ZchBDQS5cJ2Oue-Q-j8y2CoEGo-JP2PQM97MTTT0uVnGyTuH5Kls-51C_d1iSfKUsvF4HLrJ4oBPv3A/4ri/T4iAk2FBR9y1N_DyRjkF5w/h28/h001.dL_ROVaBnV8MWyxkgOSyw3Ta1NWrweJjjfcIBk49LtM" target="_blank" rel="noopener noreferrer nofollow"><span><b>Spotlight by Backplanes:</b></span></a> It analyzes your Claude Code and Codex sessions to show you exactly what your agents did. It also helps you improve with every session by highlighting what to fix now, how to ship better next time, and what's worth sharing. Whether you're working solo or across a team, it scales to fit your needs. </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.yBywWjiZ7oCsTrXLmaNhks-fdPAaPh87VxFq7rpGYcCUJV9IU3BzVVC0RhCnpjP5GjWpg5e8nX_toI2dCbUcoEOljZLhoTikUErs_zRFXiAuezM9UniZidS5zLtYj9rcBTx68eekdZEQAmNse8FN8X6A13c09A6A3BuvOJkdAPHWf0OPISaEcD3sORFBESq8VBHc4zt4rVs5PcmqyQ3XbimClbWXPwOZh6UlLOE4247GQsp6XloE6zQt7_TgN7Pf18NmtO6liqThYbFpei6GgEWP0uY-cEApja0K9s9rTxg/4ri/T4iAk2FBR9y1N_DyRjkF5w/h29/h001.gyB-faIMAsy0wt1d-CcwsSrnc2CkcREqLoqk9Uxh6aM" target="_blank" rel="noopener noreferrer nofollow"><span>Worktrunk (5.5K ⭐):</span></a> A CLI that handles git worktrees so developers can run multiple AI agents at the same time. </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-stBfRyqUeoBxfLlHq_IXNb3MOcKdPmSAsUVDrtXRzC9UqJvrrTYyu-cqCaVJHxo-_YmAwYQDijFYceZbFAoakIiWJ3HI0N4K4pxzBSyL-6xh5rb9nXCpFIyPdTVzE3MsAJJORwzsG9GfzCvZj1BLAPV5xRWGWRdbOatOcdoYwdDcLGbIf6gjtumUlV7Fc60MEi_y9nlZdLBDKDEbFAgyWOh7dOkWh2MuH5nEccanB_O5fbKt27izu2x74RvxlLv9czzAjKsdET14aJg-0mkxjOBC_5KwE2hFXIFrhup9BC93A-fH0hZXSOQbTvw0L7jwdKt_Ng5P1CdxTlg/4ri/T4iAk2FBR9y1N_DyRjkF5w/h30/h001.yOu-KLNbPHWv76Qoj7UUmgorPHMNYWXfdyFYJEGV6Ps" target="_blank" rel="noopener noreferrer nofollow"><span><b>Hosting your agent (by Anthropic):</b></span></a> Deploying a local research agent for others requires keeping conversations alive and secure across restarts. Thankfully, you can host the exact same containerized agent across Docker, Modal, or Kubernetes by simply changing the surrounding operational infrastructure. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN 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 Friday</b></span></span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Check out this <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L4CxlotKulhf-uMnBGGNSs-C0JrBhzWTGuSh4AVjleTYD6EwgmtCgySUd1VP4SBnF4-aNeX_wF3pyS8xMIt2bSvXq3WH7QXtpdQzaOLBLq5ihKA3Mvpfn2d0d2nZnwQHtg6f60sc8_WAR4Jb_LThBy4xlYlLRV6TyBGW9Bs7rjYn2DJ59QoZ8_iAZh47_RrQljkVUckcVJ5-ejKm5cI4mrjblcRkBgAXqCeeEHiGvnEaP5U32Y4yBcdvEiYOtqH2OQ0wmB6Ug2Jzq_LFnPdZ9qLrATU6i5C4tk62QJpo_k6u/4ri/T4iAk2FBR9y1N_DyRjkF5w/h31/h001.dgr0L3keT-L5QFqTVGlLNv609W8l7r2CrysWIxdVWDY" target="_blank" rel="noopener noreferrer nofollow"><span>playbook</span></a> by a founding scientist at Fundamental Research Labs on building vertical agents that specialize in a specific field. </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_ygjggEXBnwdJX50VI3VNf5mA585SS6VgV6WQzoQR3tHYy65eaVwbmDL7s7CfwcZXIU9Kz9Y2ypsLdTrD6ViCGBGy9-84gPRLgaEkgT3CpsV-NKV6BRECW8DMFLQaBs-sgKmKWXOU_aDG138IbRmTUiP95mesPL4RGUvSaC1ovU7ZukzmloX1SExEiz8xeiDU_hcIu8/4ri/T4iAk2FBR9y1N_DyRjkF5w/h32/h001.sYebJx2bNZjLfNtaSNChsni_F1uav4IouJIoGu9Xo5s" 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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GF7uSAxc0nizdwm_9GZpRXtfCMmxOYBVqTCsfGYROy40zX_9CsPcM0AEWyaloFnE5JkxmKcuMV60OC-VO54eik9qze5MnzPinlDhyyM3uSpJlseQ0lBoSnEKEeAC1kKYAH5rkfxwtKH9hsk26V7S-v83ex6DEvxQlTViqX-5QwUOKuyuTH9NxnMnReSC_R3Th0dxrlMr2mIv-mOLR3KILw6WZxqTy3sovIl5n_vw5kxJgHnvng_4N1gaZG93Nv-PM-v89MrPQ1Vefb5QGBMzA1uyrx-aa29gX43qA5Ni3mGseqqRIFgk88Hjdb3hrTpNE5mKhGNA4aIxq4W8YYy7sNBGteqRe15WI39c5OM_ARGqYc3dzLvSfxrFh7fSDolp0K5UpJoZFalqPmTPoSyVagd4oVewLUx-g87ERfUjUvxoQ8BTZegmRLO26YTewmTnBroGYUQaqz-9cxvBD31MCTVThKWmuv0X0-6SFw26pI3uoUWNadn3T5gV7moyNv17FHY1l5PF3GeI9dm1KUjwv-EJzr3AAFPaHS_CtXFBDDrT4U2I0R_5QAFMWdsj2HHFAVWtJBGZAFaxlkNKBK6KYXeS-iR7tpeTNwmAfQGXnNapGs_g4nblGhWrS11VwfvFgQ4PSp_E6G5uSrsaa0OSVuNLdyO1MTy8_QbOz8xLnlZT3br7PyKxkCPuYXrTKBAPgtpTHqFL_OGjZr6aRmxoOmHN5J1bSgXCTrl4PUKFkupWP6eZVuHJgC062mkFw0-1w1Kf7hqiZ46aG7JJej-aQMn5V_Y0DnU5ak0p0zqFPE_wzgnsTkg6GvZrDnm6YG2n2unve9t-UHyxix62gFICl_NT3mqIaL4lsrNjQHdmFCT-hrrVVssAoQTo3bfGQunkD80qBrWWPcPeK3T_lwcFief/4ri/T4iAk2FBR9y1N_DyRjkF5w/h33/h001.wuci1NJwXIFdEeowTewOLEnA-DfeoeRG4_O8hCOv5gs"><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; 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Follow image link: (https://lite.ego.app/?utm_source=thecode&utm_medium=newsletter&utm_campaign=thecode_newsletter_2026_06)
Caption:
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**Welcome back.** If you keep telling the government your models are too dangerous, they might just ban those models. That’s pretty much what happened on Friday, as the US government placed an export ban on Anthropic’s new Fable model, leading to Anthropic pulling Fable access for all users. Many developers are, unsurprisingly, disappointed by the move.
**Also:** Codex engineer's guide to turning your phone into a control center, a 12-stage path to agentic AI engineering, and why one dev built a black hole into his screen.
--------------------
### **Today’s Insights**
* Powerful new updates and hacks for devs
* Why the Microsoft CEO is stressing “token capital”
* How to stop re-explaining context to Codex
* Trending social posts, top repos, and more
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##### **TODAY IN PROGRAMMING**
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Caption: Made with Midjourney.
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**The US government suspends Fable 5 and Mythos 5 over security concerns: **Anthropic suddenly pulled the plug on [Fable 5 and Mythos 5](https://www.bbc.com/news/articles/c932g3v3e13o) last Friday. They were complying with a US export control directive that barred foreign nationals from using the models. This left no way to keep the models running for anyone. Engineering teams just beginning to build on the new flagships lost access instantly. However, the lab confirmed its other models, including Opus 4.8, are still running. Now, the Anthropic team is heading to Washington D.C. to [address](https://www.axios.com/2026/06/14/anthropic-white-house-mythos-fable) the situation at the White House.
**Moonshot open sources a leaner, cheaper coding agent:** The Beijing-based lab behind the Kimi chatbot just unveiled [**Kimi-K2.7-Code**](https://x.com/Kimi_Moonshot/status/2065377579130142937), an agentic model for long-horizon software work. It uses 30% fewer reasoning tokens than the previous version. That efficiency really adds up when an agent is working through hundreds of steps. The API is also five times cheaper than Claude Opus 4.8. The team claims it actually beats Opus in a tool-use test, though keep in mind these are their own numbers. Grab the weights [**here**](https://huggingface.co/moonshotai/Kimi-K2.7-Code).
**OpenRouter combines budget models to rival frontier-level performance:** The LLM marketplace just dropped **[Fusion](https://openrouter.ai/blog/announcements/fusion-beats-frontier/)**, a compound model that aggregates several models instead of relying on a single giant one. It fans your prompt across a panel, then a judge model fuses their responses into a single answer. Based on Perplexity’s DRACO research benchmark, the company claims a premium panel outperforms every individual model, and a budget panel nearly matched Claude Fable 5 for half the cost. [See how it works.](https://x.com/OpenRouter/status/2065856853989270011)
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##### **PRESENTED BY EGO LITE**
## [Claude and Codex handle everything. Until you ask for browser automation.](https://lite.ego.app/?utm_source=thecode&utm_medium=newsletter&utm_campaign=thecode_newsletter_2026_06)
--------------------
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Follow image link: (https://lite.ego.app/?utm_source=thecode&utm_medium=newsletter&utm_campaign=thecode_newsletter_2026_06)
Caption:
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Most tools like Playwright and Vercel's agent-browser launch blank Chromium: no sessions, no logins. Your agent re-auths every site, every run.
[ego lite](https://lite.ego.app/?utm_source=thecode&utm_medium=newsletter&utm_campaign=thecode_newsletter_2026_06) can be your default browser, so those errors disappear. Claude Code, Codex, and other agents connect through ego-browser and run in their own space. Your tabs stay untouched. You keep doing your own thing.
[It's 2.4x faster than agent-browser and can run 100 tasks in parallel](https://lite.ego.app/?utm_source=thecode&utm_medium=newsletter&utm_campaign=thecode_newsletter_2026_06): e2e tests, web scraping, SaaS automation, and more.
[**Try ego lite free.**](https://lite.ego.app/?utm_source=thecode&utm_medium=newsletter&utm_campaign=thecode_newsletter_2026_06)
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##### **INSIGHT**
## **Token capital: Nadella tells industry to focus on compounding learning**
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Caption: Source: The Code, Superhuman
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**The real moat.** Some folks think the alpha in AI comes from having the best model. This usually means a bigger context window, better reasoning, or the newest release. CEO of Microsoft Satya Nadella says the opposite is true. He believes the model is just a commodity that you rent. The real advantage is the learning loop you build on top of it. This includes evals on your own outcomes, training on your own work, and a memory you can search. He calls this [**token capital**](https://x.com/satyanadella/status/2066182223213293753). It is the AI capability a company owns alongside its human talent.
**The big names agree.** Aaron Levie, the CEO of Box, says the winners will be those who put their data and IP into a system designed for AI. This is why the [applied layer](https://x.com/levie/status/2066237607244427761) is becoming so valuable. Hiten Shah, a veteran SaaS founder, simplifies it down to one question: who captures the [learning](https://x.com/hnshah/status/2066197653457952952)? The goal is for a company to become a system built on the collective work and judgment that used to stay locked inside people's heads.
**Read who benefits.** The loop Nadella wants you to build runs on Azure and Foundry. Building it yourself is a tough sell. According to MIT, in-house projects only succeed about 33% of the time, while vendor partnerships hit 67%. This means owning your own loop usually leads you [right back](https://onyx.app/insights/enterprise-rag-platforms-2026) to Microsoft. The model portability he talks about can easily turn into platform lock-in. To avoid this, you need to make sure your evals and data can move between different vendors.
**The expiration date.** Optimists miss one detail. Some parts of your setup last through any update, and some go useless. Your eval sets and private records are unique to you, so they stay valuable. Simple RAG and complex prompts are temporary, and better model memory will absorb them. There's a cheap way to tell which is which. Pick one live workflow this quarter and swap the model underneath it. Whatever broke was scaffolding. Whatever still works is your real token capital, and that is the part worth building to last. Nadella is right that you can't outsource your learning. But you can still waste a year building something the next model replaces.
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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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* **Agent Engineer:** This post maps a [**12-stage path**](https://x.com/suraj_sharma14/status/2066128527989113123) to building production-grade agentic AI in six months (4.5K bookmarks).
* **Local Memory:** Local LLMs forget everything when you close the chat. This [5-step setup](https://x.com/bradmillscan/status/2065867971306672184) gives you persistent memory that lives on your machine (3.1K bookmarks).
* **Pocket Codex:** A Codex engineer at OpenAI wrote the field guide to running real engineering work [from your phone](https://x.com/Dimillian/status/2066082395107758564) while your Mac does the heavy lifting (300K views).
* **Local Lineup:** This guide picks the [best local LLM](https://x.com/TraffAlex/status/2066236717015728227) for every consumer GPU and points to the one setup that replaces your whole cloud API bill.
* **Engineering Roundup:** This post collects how Shopify, Spotify, Dropbox, and AWS build with [**AI in production**](https://www.linkedin.com/posts/yangshun_latest-ai-engineering-blog-posts-jun-7-activity-7471562812738191360-9VIX) right now.
* **Black Hole:** A dev who couldn't make himself take breaks built a [black hole](https://www.linkedin.com/posts/digcreator_a-dev-got-so-bad-at-taking-breaks-that-he-activity-7471041124934123521-8G84) into his screen that grows the longer he works (3.6K likes).
* **Review Done Right:** Most AI code review floods your reviews with nitpicking noise. Here are the [3 changes](https://jangiacomelli.com/blog/3-tips-for-ai-code-review-that-doesnt-suck/) that make it catch real issues, with working GitLab and GitHub CI configs.
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Caption:
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##### **AI CODING HACK**
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## **How to stop re-explaining context to Codex**
Every new Codex session starts from scratch. It doesn't remember your project architecture or the bugs you were just fixing. This forces you to re-explain everything before you can actually start working. But there is a built-in fix in the OpenAI CLI [reference](https://developers.openai.com/codex/cli/features) that most people overlook.
You can use a single command to reopen your latest session. It keeps your full transcript, plan, and approvals ready so you can jump straight to the next task using this line:
```
codex resume --last "Fix the race conditions you found earlier"
```
Just use the command to reopen your session and pick up where you left off. If you're in a different project folder, add the “--all” flag so Codex searches all your saved sessions. Since it rebuilds context from your transcript, it already knows exactly what it did before you even start typing.
P.S. Get 50+ AI coding hacks for Claude Code, Cursor, and Codex [here](https://hackbook-chi.vercel.app/).
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Caption:
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##### **TOP & TRENDING RESOURCES**
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Follow image link: (https://www.deeplearning.ai/courses/spec-driven-development-with-coding-agents)
Caption:
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### **Top Tutorial**
[**Spec-driven development with coding agents:**](https://www.deeplearning.ai/courses/spec-driven-development-with-coding-agents) You’ll learn how to write high-quality markdown specs that give agents clear directions. This structured approach to spec-driven development helps reduce mistakes, keeps important context intact, and prevents burnout by focusing on the big picture instead of the tiny details.
———————————————————————————
### **Top Tool**
[**Spotlight by Backplanes:**](https://www.backplanes.com/) It analyzes your Claude Code and Codex sessions to show you exactly what your agents did. It also helps you improve with every session by highlighting what to fix now, how to ship better next time, and what's worth sharing. Whether you're working solo or across a team, it scales to fit your needs.
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### **Top Repo**
[Worktrunk (5.5K ⭐):](https://github.com/max-sixty/worktrunk) A CLI that handles git worktrees so developers can run multiple AI agents at the same time.
———————————————————————————
### **Trending Cookbook**
[**Hosting your agent (by Anthropic):**](https://platform.claude.com/cookbook/claude-agent-sdk-07-hosting-the-agent) Deploying a local research agent for others requires keeping conversations alive and secure across restarts. Thankfully, you can host the exact same containerized agent across Docker, Modal, or Kubernetes by simply changing the surrounding operational infrastructure.
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##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from Friday**==
Check out this [playbook](https://x.com/BrainsAndTennis/status/2065190286519906657) by a founding scientist at Fundamental Research Labs on building vertical agents that specialize in a specific field.
--------------------
==**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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