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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Wed, 08 Jul 2026 14:07:43 GMT
Subject: 👀 Claude Cowork now runs on mobile
To: [email protected]
Date: Wed, 08 Jul 2026 14:07:43 GMT
Subject: 👀 Claude Cowork now runs on mobile
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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: LangChain's Deep Agents course  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> July 08, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tklH-WWW26vM7M31WSJxigMRqI0vXA1rV9C0RJSaWChlLHtkxCA0R4T-Uw4MCuBiPyvG8fbMlcLiDgAwJw0pbJys-YlXd9Fy4z45a0dFJF0KgmvnytYDivEkNhsTqubzr2wwRMStp0Xt-BTZdPS9_FoCRh8JeuZaDBefhQmvSvg3F8AQKr_UNrav5jMxX3mChHTuGxT7Wd46yrru8mPm07RX6wOtfc04M5YbH9yjtr5ZVExl72uxm8OOwhmOlFKCUKbqo0og4wsTdMH421a9R9gxkTD2H1iIBDONfjdAuu68oTp1wPJc6wjpqNUXoHKbnAvJLd8jdhEbD-yiVHSGFpRUlZKWZOSxMqBf92YvdZOA4vlE7FhIOppcjYIfUj7qBwmCNF60I8FVcd6erJsi8z1LYThPxMPEmnSTUHcESC07PpoovNTCXMfY89BBL3OwKWj3IKp_AjLnj_XTCL69Ka-WSN-WLVfyC13GTeQkfK6LagJxZ2Tw2RUSvZsGoSFt1qXLP0ZRSqk29VZeYdyQCpEaCaiMVHGJCG5JcKXMF97C-mauy8ZEvnxkt8EZPsnE1AShzZkmAhj_YkfC9I2X9yb7ZvqnOL912QU3G8oxBcMQHSX1kUX8wF0LPBkVvI7nF1i6ea2rhzUza2-6sxQbTn2zE-yHXlhSKbeZCmzkoAEFHxRY8dIv0Dzmn-4Jb4ShSEVifSbUJ-E6M2S7UH2p8x2bh-xV-93rV11vj41cs4VyjRlAc-jrPeoovyFsEH33NkylWSZTgSirXDMslG8HDOEcd1Owt2XzYEUAEkBjVQhA/4s5/S2I7B47jTgm0HyJ-SQKkwA/h0/h001.n0Dt3T1aw9qDdwQ0f_CswThpHnT58laxrPVAIhx5tYI">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/4s5/S2I7B47jTgm0HyJ-SQKkwA/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.ZELe4XSJUXiTVID8fUzIAL73gKUm1a6Ogg8MBKeBq8UZbBKoOSE-eJetf3UelIolfBAGekcyaLRYh-QDovlFjp87ntCRM5HdN_mAttU6Nik-9KmVVtEKMtfyQNOqKKoa4pF71MSKXb3GwMsy-ROukxBqRNizq0S1tSCfF48_fHed8xJOSjJvXiQIyY9PEAfR/4s5/S2I7B47jTgm0HyJ-SQKkwA/h1/h001.1swsAy6nW4aC_1MasnShmQE8zKVhtNkQtYwafdBVoA8" 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/b93b6c19-3453-4b32-8298-c64d9b7751a0/Group_bitdrift.jpg?t=1783481506" 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> Frontier AI models are turning into guarded national assets. Months ago, Anthropic blocked Chinese firms from using Claude. Now, Reuters reported that Beijing is considering a similar move. They may soon restrict foreign access to top models from Alibaba, ByteDance and Z.ai. </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 senior engineer's fix for context bloating, how to become an Applied AI Engineer, and how to manage engineering teams in the AI era. </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>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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwdlTT4lZrPD0HR-4RzciJAB6JOqVZhXVwL9H5NEsNYA5wwO3JIFp6U10xcHw-qHYQwDnZ9ENdHBS_g2K463JjELh1IZ11tWMzPvDC-wVTKL-2cmhtHA5jOtuHn8OqNCkE77ZLH2xRPwkW7Twn7g-rlw9hMF0t0PsBZ7p1VqwozMn3KBP0ql4QGT1cNj21flbrL4fn3_Bg7sI7e03ZmT6LfhqKKnLabKlgwLNoVlGGfCit3qFJyBVQziWs_5FYV6U8/4s5/S2I7B47jTgm0HyJ-SQKkwA/h2/h001.meg4ZBsg0Qhy68qBZFZv3b9OEurk4xsAHk5omvWE8VE" 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/a830484e-9abe-41cf-91ae-d53357ed792f/Thumbnail__43_.jpg?t=1783499503" 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 how Claude Cowork’s update works.</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>Anthropic brings Claude Cowork to your phone and extends Fable 5 access:</b> The AI lab just <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePWhEIXjB6EN1hA-gPDdAM7OfOg2ef4YP_G1Jt5HBQhOLlE_1If3VbKQxFtyJxXbhQ8h0vA9ie_ZuTwGegFikkf39TRx9MfAlanRsZt0PKlENyp1l-sJDssAbND4Vldz2P9q36wDNAcFO-lIsBKnUNK7zsWkCWcgV56v_VojDMX6GZj5Nn5zGRTXyRqpIf0T60crOMNAizDHe34nXbrZWfgwpF-L8U5A1cS9Qn3cY4Cieru52fQoFIwJl-SFz2dVUuO0lZjpVDV-1UaEYVwgz9V4/4s5/S2I7B47jTgm0HyJ-SQKkwA/h3/h001.k73rwLAiCaBNmjaWgYCDTEriFpr7MPk1e9COf2hWgJc" target="_blank" rel="noopener noreferrer nofollow"><span><b>rolled out</b></span></a> Cowork beta on web and mobile for Max subscribers. You can kick off a task at your desk, track it from your phone, and access the final output from any device. The update also lets you set “scheduled tasks” that will run even if your computer is closed. Plus, Fable 5 <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6YGXVUsBvZtEeQrv2KrPmSzrV96l-p6y8ObJDKog1l6AgyebzyaW2asGPUDoKfOZ50_69oBM9svKdgjQF0AnCMgmn-cWI-dgYFNuRQ1RDvTb4dZwYlNM_6LPDLKJJVtADK2BlCP1Cpq_1LBSxI7rA9Q8Pn9pc5MBdKfYfkcicig5Bmqci-MFhgtdg76m7bD-Ca8Zf3l1RWP3slV3aokot95I9vSBOXFWiPqvWW89IJr77VqboXWr_2ry1BmYtr71l5H3B8Cd24m8irxDxItq1bQSrh8TnsbXozyzRahEizr/4s5/S2I7B47jTgm0HyJ-SQKkwA/h4/h001.PTZmNqQX1w_1DoRVGBELxXpMkIjskFfgkf_Eng7Yi8U" target="_blank" rel="noopener noreferrer nofollow"><span>stays</span></a> in all paid plans through July 12 before moving to usage credits. </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>Google preps Gemini's managed agents for production work:</b> The search giant just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAGQZmb0x9YTiAbUsrUYpyBy4XF1hsbCO3McHypEEeIz9W9s9fhnQRzQj1l0mjLkj40Zg0mzFVh0qpNArMUCczZo3CbRLx9vJd7myDrO9I2YHXTwmW2vLqucNe5vQS_2r226rCaWicLsL8BNTedH85al68QyEufllUOMoNJobHtNxnkPnmCQzcv75tS1qp6SW-8bO9Flm7NLBTIxIRs_Knv5jf0Y8dVlWFKOMTcKPYyArmHqro93YGZ0tl2kECMZNAbgjoXeH--aYgCVkENY_uoRus9xXIPiwYQKu-GokG9EggG0ET4SmtEsSfd8ydF-eLPBOgRzvMxn14_2bUNeQ2pGRNWMFQGhFUtw39uAInKL8/4s5/S2I7B47jTgm0HyJ-SQKkwA/h5/h001.Rdo4EFeisDQm0SVGa3QhyFIsRaAYODj2-7qX1UkFrV0" target="_blank" rel="noopener noreferrer nofollow"><span><b>four upgrades</b></span></a> for its hosted agents in the Gemini API. MCP support lets them talk directly to internal databases and APIs, cutting out the need for custom proxy middleware. Background execution keeps long-running tasks on the server while your app checks in for results. Custom function calling lets you plug in your own tools, and credential refresh across interactions keeps long sessions alive when tokens expire mid-task. </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>DoorDash's benchmark exposes gaps in AI code review:</b> The delivery giant just shared <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePYz0aI503Gos0gpTNF63jFVq2PEmjihUFFasxcQA45CUT_mVl3Fpr5Ztyi0k36vYk3WIMEgv04oSI5fYEeIQZujoy3zqWBUqJVgQoznW_ikjKumfZxaaqj5S_fmwSmL-KYFFdY0QuQ_1gemIOaZCQVSwtKy069Us0HAbUd5HDYujvo0IiWAoDyezQ9O0y5Gu5hJ4v22HXUgnhsMAIicf_ca_F3wHfJ3_5e89f7z8co86oxJZ6ydEHDyAucYzWik51KJqUxlyNLjABPtHqmn026tF53QAHeOTYSbSM-2reBw6h3ZPw2KtNm1elPzN-xvkVxEO9X4T7PYJDJKWPGWWpHY/4s5/S2I7B47jTgm0HyJ-SQKkwA/h6/h001.3gzsVdVBDngJDW8ZqBc7wdmElegs5dq0u7oLBX4aUB4" target="_blank" rel="noopener noreferrer nofollow"><span><b>DashBench</b></span></a>, a benchmark that replays its own historical PRs to test whether AI reviewers catch real issues or just write comments that sound right. In a twist, a Kimi K2.6 and Claude Fable 5 combo beat DoorDash's own production setup on weighted recall. The takeaway for engineering teams is that no single model dominates, so measure the tradeoffs yourself. </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 BITDRIFT</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.ZELe4XSJUXiTVID8fUzIAL73gKUm1a6Ogg8MBKeBq8UZbBKoOSE-eJetf3UelIolfBAGekcyaLRYh-QDovlFjp87ntCRM5HdN_mAttU6Nik-9KmVVtEKMtfyQNOqKKoa5lj4t9DCcMUOqb7sQbAyey0lYVobCRfn2Mg9cGRGgcjzp4ETO_K_QRlaXH4i6Fb4/4s5/S2I7B47jTgm0HyJ-SQKkwA/h7/h001.7KNS0R6ntovjsHKGozDwC38sCUjxOV1lmPki3UG7VeE" target="_blank" rel="noopener noreferrer nofollow"><span>Mobile debugging: full context, no sampling.</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.ZELe4XSJUXiTVID8fUzIAL73gKUm1a6Ogg8MBKeBq8UZbBKoOSE-eJetf3UelIolfBAGekcyaLRYh-QDovlFjp87ntCRM5HdN_mAttU6Nik-9KmVVtEKMtfyQNOqKKoawzqu_ni88hrVLuiG_VkfMDP0jCIFKTgetAz6aGW69GnGFHuXW0BWvbyM6eeOibtg/4s5/S2I7B47jTgm0HyJ-SQKkwA/h8/h001.W1mXNl-w-0CaypIx-VU-R1hAnB4lZrHrIgMufvvQKcU" 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/dbb5019b-853e-4f7d-a48a-79e2e201f4c6/LinkedIn_Option_3_Copy_1_-_Karina_Babcock__1_.jpg?t=1783481665" 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%;"> Debugging mobile apps is weird. Shoutout to intermittent connections, mid-onboarding drop-offs, edge cases on devices you've never tested. Unlike most observability tools which never see any of it, bitdrift captures <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAL73gKUm1a6Ogg8MBKeBq8UZbBKoOSE-eJetf3UelIolfBAGekcyaLRYh-QDovlFjp87ntCRM5HdN_mAttU6Nik-9KmVVtEKMtfyQNOqKKoawEqdyrSpWP7DjWb5WHY3LBhd2A0kuQfnFrJGpO3bMoQ18z9pvsMmbegRMzxG2nti/4s5/S2I7B47jTgm0HyJ-SQKkwA/h9/h001.xVgNRRvT7KNP1THqGAJpNgDs59AVRq4z6KQP-2MWA7E" target="_blank" rel="noopener noreferrer nofollow"><span>100% of mobile data</span></a>, unsampled and in real time, so it’s immediately queryable by engineers and AI agents. </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%;"> Find and resolve <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAL73gKUm1a6Ogg8MBKeBq8UZbBKoOSE-eJetf3UelIolfBAGekcyaLRYh-QDovlFjp87ntCRM5HdN_mAttU6Nik-9KmVVtEKMtfyQNOqKKoatqXQ8gu2XnxIXfV54GerAExExJMUb55uoFcRzscsq-FAJXspn_EtSkXWkwULZudF/4s5/S2I7B47jTgm0HyJ-SQKkwA/h10/h001.AKcewY7_qUkXIcKovaDGuhX6477H5Cmw2PjRHfBaoQo" target="_blank" rel="noopener noreferrer nofollow"><span>every crash, freeze, slowdown, ANR, and OOM</span></a> before your users do. <br><br><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAL73gKUm1a6Ogg8MBKeBq8UZbBKoOSE-eJetf3UelIolfBAGekcyaLRYh-QDovlFjp87ntCRM5HdN_mAttU6Nik-9KmVVtEKMtfyQNOqKKoaRaaVdG1bnOG5FezfQeHHQ94tjLEXyTqXWjiyTN0vvl2nOl5zn8FFygs6eJviMyKO/4s5/S2I7B47jTgm0HyJ-SQKkwA/h11/h001.EwZLSt7DKrEyg9-p8pcKDLeaY0gYJCZHcAzvAljt7tI" target="_blank" rel="noopener noreferrer nofollow"><span><b>Try bitdrift</b></span></a>: mobile observability built for the real world. </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>Your agents already check their own code. Here's why you should still read it:</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/2a284366-6443-4c4f-8bd5-def2758f9194/superhumanteam_a_software_engineering_team_working_on_reading_e7a0b601-a5b6-4e47-9f11-fbf702fa44f9_2.jpg?t=1783499352" 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>A hot take lands.</b> Notion design engineer Geoffrey Litt spoke at the AIE stage last week. After his talk, he posted a <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1v4yX8-_TuiXKM9ZDS3XROgcAohBwVWStzaYUn44F1n8Wzei4u1PKmqaSjJjVY_kBF-7wCr_esyS-INJpSoIc8Etqr4qyRBpvj11ikGEF0wUmKqkRGq-xutS_Gcepr1uu3MEU9T3iNKEVf8PyY-ulUBtWZ4msMjGnuzPTjzj89BbO9VRHrLsPzY5vHfgrRwCGiwKyUopuaa1OF0o9PFt2Wuso-EGdBowXPyPi7krC0YeCom-t288uM9nV2OaXm2yInRbKBj0pHzUuWNwIskGwxXo69WJ1N8WtD1N7mMsMw2/4s5/S2I7B47jTgm0HyJ-SQKkwA/h12/h001.bDKQU65PE7JnnyVWesG4oLVgMUopnFnqEJOWgtJMWbQ" target="_blank" rel="noopener noreferrer nofollow"><span>36-tweet thread</span></a></b> that engineers can’t stop passing around. He says you should still understand the code that your agents write. But the reason he gives for this is what makes it so interesting. </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 obvious answer expires.</b> Ask most engineers why understanding code matters and you'll get one word: verification. You read the code to catch the agent's mistakes. But agents are getting good at catching themselves. If review is the only reason you stay close to the details, you're holding onto a job that's steadily being automated out from under 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>Understand to participate.</b> Litt's actual argument is that understanding is what fuels your next idea. A project is really just dozens of loops with an agent. Your mental model of the system decides how good each next move will be. If you skip that work, <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0ielihvD-5Sd1EZZb5BrovANsZfZqQw8fdoWntdJYGITr-PVvZLT2EhKcZOrVAdlV2XV0NX2gDHx4RcvTCU4l6s884vm4Q5MlLGqlnJRIL1kfZR3b-Ri7Wtya-NDmxD0o2Me2qbi1TSKfcFO9cgflnDWnbfX0KrzvKjp39Sc2okf0fSnPgnYHT-MbdpA9Y8OsbJBuqrOa6jQDEGt345IOESC_J_91vR8EMWPkVjaYro4zgOwvh1KjzgSjjcOahmKfNOR_MwHXqX0qD61lOKX1Ao/4s5/S2I7B47jTgm0HyJ-SQKkwA/h13/h001.lHTyhyAwSHONIDlUfCJe9HzFwA0FlF4H1i4TJIMlXRw" target="_blank" rel="noopener noreferrer nofollow"><span>cognitive debt</span></a> starts to pile up. Eventually, you won't even be able to steer your own project. </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>Borrowed from the classroom.</b> So he built an <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkv6rZvytSWotovzc2omGVS-NwDawCcKSysLVGv-0NjUPjW5rIPnN67JNIyZtuI8CMn9cvqWWOcBBP71ABkZd7t5gKr_fDmLpHJPnxGScFe1WlQG7cJLVh_YV9d6pkr_w-2IKgQfCTOQpv2sZncOekFbKpwH9IHWFYujCET06tB0I4jRteXp30Z9s56Rdo_rmHLusrarV9EZ6KW9DlbFXypEqoTczArdguA4LrC5JWWAiSq6bulAcwAXn4JXGUB3mTNVTNdGp4PPVCQySdXFp7GQ/4s5/S2I7B47jTgm0HyJ-SQKkwA/h14/h001.aT7NisDFCA2_EwDTVj6P-Bsa67tJrlwwo0_H_iE9AI8" target="_blank" rel="noopener noreferrer nofollow"><span>explain-diff</span></a> skill that turns every change into a teaching doc. This gives you the intuition before you see the code. Each one ends with a five-question quiz, and he refuses to ship until he passes it. For the full picture, you can read the <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurT67spXzceWKkmw7MNqiFqtN0NWzdVkPUWySRfiKz1wtuY4zo_UwAa8l4s7nLBxim8CinDJ-kyP41PIZFrTuHZs-xvvpMzL8PZTgJ2XG38NySuxpkcqWJdoFCOIH7xIfv9ocgm75bWevpFJ4lXCZ_UqxWx2AZIOa56cz5n6mFOXohVBQOt56qNSorbsjzZngulRH5QSCAJT8Nh3nLvxVNsMjASWMUzbmce70tffMuTL2BwNbxpcS6XrHua_nMqyUDOh5HlzSqcWDIwLDtxlF6hTj6VZOEeeTUWeOcBGDtU-TMs6gf2pmy1z7RogFIJ05A/4s5/S2I7B47jTgm0HyJ-SQKkwA/h15/h001.JdYMaqT334qmYtjf0CT6Na5OOfHORVLEUEk4RXPTa0s" target="_blank" rel="noopener noreferrer nofollow"><span>entire thread</span></a>. You can also watch his <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqusNSdYs1lOq9yWHJ7VQM9YwNhPirYOJKWfaTSjOGIx90DyClthdp3gWwzwANZaSG3GdDtxE_cWXFr83DelQOKzTok0p0TAbK_Os7zMb7_cFMSRvunYpfXa0_HLxP3updbYG4ZsM471lNuXmec8xBbbNvRywC1I4LpxdVZUa88NNuuT3FTGS8ndkeR1R_24yJrRYqV6CwOd894CUM_1qtFA9zxQRo-TpYYTqM9wsbjVIQrjkVlGNXso4xaOL7b01L2g/4s5/S2I7B47jTgm0HyJ-SQKkwA/h16/h001.xUgZ63JQfZSe9j2T-VeNhiwHujgHHjCqGwkG3AZtx9Q" target="_blank" rel="noopener noreferrer nofollow"><span>AIE talk</span></a> when it drops. </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/6e8d268e-4f6c-4e92-b1c3-22eebbd67c05/CleanShot_2026-07-08_at_12.13.04_2x.jpg?t=1783493156" 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>Age of AI:</b> A Meta engineer gets asked weekly if it's too late to get into tech. He answered with <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjzkRlAuoKFVXkDEmOuh8TRmnFSIAxJf6mEzlhljsHcsUdM1svIjbZgEbc_gq8AYKiih-rmUE2PkZmpaYS-ediRjKGIlGew-LDKxSmxgCtPwwrUzgk5jWIB7V-tI_KzuoujOQRuOCUJdh5oDrl9MLnVyLpjr4qE2MiBk8GlxFt7mEZIlxewZkmNP3xEqMciffRstjpThWkYzjH2M1-ADcPwWhvlnP1zuynN5hVt6UuHW95X2O0OkCGrPyqcHDwtE3ko/4s5/S2I7B47jTgm0HyJ-SQKkwA/h17/h001.ZtxAg1lKzn__D1MG8KFS7vCNS08styxE7jZ-YHUskBE" target="_blank" rel="noopener noreferrer nofollow"><span>50 things</span></a></b> he'd do starting over today, zero doom and gloom. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Bloat Buster:</b> A senior engineer ran a proxy to see what Claude Code sends behind the scenes. His fix trims every session down to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L7Nk6SQdyH-YUcmNmWQbbdq3-7FV5_x-86-xvODSuI0_wpbIpp6Ic6WG7Moh0wnKA-CTKZn1U9VYTJAVAYya0HhwJor4b-HCE5RdScOyWM-GSWSM22Zqd9BXBTrpqW-EU4_HPhGCBAOCQrE7hDwoJfKxYeLv_76A4Xpi1mMKA8uoKdWru36HF39BHj6z0aWN74f3JlQLqsZkMimD9Q4UaMDwGo5i6UUovO1AbdO-GjRRbZ4rPVP-iJSguwHXVM_hy-vJB7rM2Z_OfVhqUGD1YtnX11wG4592XAGmHK56K0qY/4s5/S2I7B47jTgm0HyJ-SQKkwA/h18/h001.Hk4bmtY6mG6bWrfgHEEm_VRF_tqt371w8u5GKULh_mg" target="_blank" rel="noopener noreferrer nofollow"><span>13K tokens</span></a> (3.8K 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>Open Source Perk:</b> Anthropic is handing Open-Source contributors 6 months of <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L4HCuExmrQwBFBgGTH14f-HBfidw1jUuRzb7H6gS-eNroL-ebEuf2TkuLIUbJjQRglXVgTI1Vyx6Uk6loD6aAlKLjOoIunTzvTYkQ6yYBDDCn4S2IVHVTv6f5UnCA3u_y5IVugOQ7aBIeN_fNxS0_xGi_vXbyVg2RHL4aWCwRk-kOf76lxMCIzQ4QKh4TWDk_JWdzv1PiWVE3pybJWlUK5CE0aPi620QfH3IWfPPTIwUjFDJx7hiDNZVVxrYQj0TTvEofoSG9Fezhn2QY6O3WdgEf1qOqIfFYQDd89kDdSl_/4s5/S2I7B47jTgm0HyJ-SQKkwA/h19/h001.76WSX7u1NihWmeY095zHjgJTYHA70CXvV-8QrnBUWy0" target="_blank" rel="noopener noreferrer nofollow"><span>Claude Max 20x</span></a>, on the house (1.2M views). </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Model Arbitrage:</b> Devs are running Fable 5 as the advisor while Sonnet 5 executes. OpenClaw creator Peter Steinberger has a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L89YYt8bxS9iKFAo49_6h35TCAOx2XV7vFO7cR-onLEVvH_GB2gqgX48AFsefGKE8u2DExlfDIIX8LjoJSBCLhTT_bla_WAdTKOx5YhEIfrXus3drNwPNsL3VscYyHKYSt6WjnE_G3FkstQYIgR51sM6wdjCKY9sLcDoyrzdM6p6SCqvO5Z0xMqEcyyBI4A4irt8NnxGnOGQ2yZk53OYxqizVeDeeSATiZjg5g7NgneqggFLQ7f8rOrDp6tJA4nq3VEYwIXS24HLKUOLZ5KoTj_ZYTqd4Ua623z3IyjalrIv/4s5/S2I7B47jTgm0HyJ-SQKkwA/h20/h001.5X4vk47KStugMLUY0uSW5F20OzQCt997oTtUZwuwgT8" target="_blank" rel="noopener noreferrer nofollow"><span>different pairing</span></a> in mind. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>AI Engineer:</b> An ex-Amazon SWE wrote the guide he wishes he'd had before switching to <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-33z59RUzg_Ndtf2IDi_hNfakrHjRfuQXAVWHwMwzOO95_frxdT2Vj7Y4pNMK-0eNhe6_AXTfjSU4hoQ8_yU7wMjD12txF_TVA4k-132GRqgiHRbZKxBMqZ-YaCBY71Hq3j3tiBLni72ltlszmXowfWkFecYL1IuEWeIXOLaPNBPo5CQ9rrGhF2M-VoOAizv_UcCb6VTO2DCfdKMCKgFhohoYEJqH3BWOguojVdxvtTw8wdJMiVH_Fap2b98LckrQo0pnLa-P-xlyNjkBYhI7KNHbevK3MTOlK97jrleUxF/4s5/S2I7B47jTgm0HyJ-SQKkwA/h21/h001.dH5xa6xO26R9s2w1EGHMRMZFODBhTZcIQaNeLxoQBt4" target="_blank" rel="noopener noreferrer nofollow"><span><b>applied AI engineering</b></span></a>, mapping what separates it from traditional software work. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Sol Rises:</b> OpenAI plans to release <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L4duz-HyX3n9B63mtCDC8pH367BVX9WVXifQ4m8e7ufzAp8Ck56SIXbRPylBpXEAs_VxEbQqHMDsg_NYEfDKqFduccyvv-duX0N7RfW9rNglqOXFddCDkXVTIOzoq7Aki3FdV7s94rfuZay-pew3FtjtrPMmOYu2PBBJoqpRELo1_aPM4QfUKdao1SI87Xcgt_cegSJTvRr3Qgio_tFaEMUQhyqLs4NuzyaofxMekVcY6o0YRRaZwi6my9IvnNWCL5uFFMcjiYAX0BMeqKRVtzcq8u2OZh3z9cxe9yle4aBA/4s5/S2I7B47jTgm0HyJ-SQKkwA/h22/h001.jp0wcE5xdfzaSYfS207DCNnQp-64x_udQbm2n09gOZE" target="_blank" rel="noopener noreferrer nofollow"><span>GPT-5.6 Sol</span></a>, along with Terra and Luna, this Thursday. So finally OpenAI is giving deep thought when it comes to naming their models. </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 stop manually pasting terminal logs 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%;"> Codex is usually limited to its interactive session. This forces you to manually paste in logs or API responses and then copy the results back out. OpenAI has introduced a fix with <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IFKgnKhChLEORPQcgirN7DUPRWRdPsaLfmgqOHOTzZ8HemDgpE7lQfbs2YT0X82TjX0Cmc8Vf_XmW1Bvk3xKNcMEgQs8LpPvSZRtqEhCsauAsJa11pKCqpbsrJEub8Ua8wUb_sdr_l87t3T7oTyJSPWhFX5dSaiFupnOJ3tpUOkAbQzgK-le487p8BPFSf468Lg-ccAmmFa3ucHSa-2evCoDT-a1BRYRiYjSkQ1zqY1fkM8rCiJ1nmJZllC1-qHqK9bYpvztNHXixCYHhzfpaHfx7xja5YEFCFmh-bm884LDOTxAHqzglTEBjeugeTeR/4s5/S2I7B47jTgm0HyJ-SQKkwA/h23/h001.vXwjn_OAScCX8ao5YHI_qng5kMwpAG4ZpyQtXoUzpJU" target="_blank" rel="noopener noreferrer nofollow"><span>codex exec</span></a></b>. This allows you to run Codex as a standard shell command. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Since it only outputs the final answer, you can pipe it together with other commands like grep or curl. This lets you feed data in and send the results exactly where they need to go. </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 <span style="color: #ffa657">exec</span> <span style="color: #a5d6ff">"generate release notes for the last 10 commits"</span> | <span style="color: #ffa657">tee </span>release-notes.md
curl <span style="color: #7ee787">-s</span> https://jsonplaceholder.typicode.com/comments <span style="color: #a5d6ff">\</span>
| codex <span style="color: #ffa657">exec</span> <span style="color: #a5d6ff">"format the top 20 items into a markdown table"</span> <span style="color: #a5d6ff">\</span>
<span style="color: #79c0ff">></span> table.md</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%;"> Runs are read-only by default, so you'll need to include "--sandbox workspace-write" if you want Codex to edit your files. </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_32RHs55vkeN42vyABxhj0FDD2KfLEnaKfVKXt7i45aTADBm8MX0vIfa1z3xLKmkScR8D-XMXLcVdpoh3CQOmpTzkHp3rtoghSF3wCOfZDsSZhgpR-7d00FR6zdpO0jU7x7EfRvpWKcEjnAkDJ5K-d4B0rbqOuXd8L75OxZU_PnvcUQw/4s5/S2I7B47jTgm0HyJ-SQKkwA/h24/h001.x44M-prDRxDTmOAfTkEB65vyHkBuw35St9CCZSGQeDg" 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.NH9KF4GoWlrG6bVA-B2EJUP853K_q88xJu6sjXMLVlAyfMek1_1Znck0MycagPEZO8zbk4vFG3R7xJPc7Ff0Q0_BHvsGEuEoBPrqFWy6Ah7BPh42vlq0YN4X9ax_OS2emYmpYeZCHr8f-ORlXpXGv4BejZ229EKnwoBa5tk0b8HhE_uW-YwTsrRBxcos7mIaIMjP8PFBxx7-ShW-eOf2BoRF3cIzVU4cfLox9g4vSg4EOSYAWXlpkjqiw0YHGhzOduQ51tMbJswA_fBwxttYLY8Z9mue2ZDJpnbrPH2QNQlU6MNN3XrydJf4zv-5SZptN23cbpFPglPBQtHlDOCNMQ/4s5/S2I7B47jTgm0HyJ-SQKkwA/h25/h001.PiBRXowL_xvIBP35VQ03HAqsbET6MpfN0duCT_R4M9c" 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/8902546e-ecb8-4047-b0a7-fa36c365f147/Thumbnail__42_.jpg?t=1783502971" 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.NH9KF4GoWlrG6bVA-B2EJUP853K_q88xJu6sjXMLVlAyfMek1_1Znck0MycagPEZO8zbk4vFG3R7xJPc7Ff0Q0_BHvsGEuEoBPrqFWy6Ah7BPh42vlq0YN4X9ax_OS2emYmpYeZCHr8f-ORlXpXGv4BejZ229EKnwoBa5tk0b8HhE_uW-YwTsrRBxcos7mIaIMjP8PFBxx7-ShW-eOf2BoRF3cIzVU4cfLox9g4vSg4EOSYAWXlpkjqiw0YHGhzOduQ51tMbJswA_fBwxttYLW04-SMQqBDDG6tyq_vsrhVrJMd1Jq1xpEH8ojzaGs73Jb668bbvnvT_QoqOmYr5xA/4s5/S2I7B47jTgm0HyJ-SQKkwA/h26/h001.bnvwz8cXBiEHD3D2yEG8Y4k8HusQA_73_H90kVy5kQM" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to build long-running agents for complex workflows (by LangChain):</b></span></a> In this tutorial, you’ll learn about Deep Agents, an open-source framework built for complex, long-running AI tasks. You'll also understand how to build multi-agent systems, manage execution environments, and handle context flow. </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.AtRzLqL3EQmRcf6rV4XqurOE2QGbPDr9l7HtlqkoA3X-ShSXTQfivyfNJU7dUKIxjVqcjTdwuw3M49ibWCiU63u7W87p_VNl0ePS7Gb4SNv4kUTqKGb9FjDKn3wDRybMR-n1dTuniE70cWoMwaPZvw6iPGkBHtqUx5PAODJ2YvDYZWoQfZ5_IQd0ARr3EsH_o9hR6h64xj1KQMXuzc6Uw7RJIpmkjYHfiCLv_KIrRHc2GCK9svDHkRQ47dn2gWT_S1Vi7W4_tAKz5zQSp-391g/4s5/S2I7B47jTgm0HyJ-SQKkwA/h27/h001.kRDxs2cvzBkcbqt95RBUn9MKEd60VEf_fYOaUUCK6uU" target="_blank" rel="noopener noreferrer nofollow"><span><b>TryCase:</b></span></a> This tool gives each agent its own temporary Linux cloud environment to run the app and test every single change. It also captures screenshots and records video along the way. Instead of just getting code back, you get fully verified results. </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.yBywWjiZ7oCsTrXLmaNhkgWArHuTadkWhc7-eIV3_NWXaGSaxFsS_EnEVPu1EZrqKBABWy-b7q_FVQbKZb4mKAWJgAalaL9AqCVkL9uuYZp0QRaMUhESz_kOSbIE7Ig292mUE3-izaEUiuba7lNm939S7KP2VlFI59NzxphlW8KRvFrBJbhIrQ5bkNWUbg1hUrcRA5_AO2hCKONUrXYpiGCELZrPSq1fkTHrpscK-3OJPSzeJGd7WaXMqo5fIrafjTgoHA0O8ZyhHD_-M2ENl_4ESumOQFMKORWXI2Im62Y/4s5/S2I7B47jTgm0HyJ-SQKkwA/h28/h001.9WnHDyCiaMK1_kNsjdLIw0uT3UX7Jxr-QSDNUJbQNb4" target="_blank" rel="noopener noreferrer nofollow"><span><b>CodexBar</b></span></a><b> (by the OpenClaw Creator):</b> A lightweight menu bar app that tracks your AI coding provider limits and shows exactly when they reset. </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.NH9KF4GoWlrG6bVA-B2EJVEDjlCOPcO8ayHZMbDJ4ofiF0PMp3ndhxcBkiK7vk_CrZjekvyBYfcIiDRs785LPwJROh80zZfFt2ibOCHt2O_Cff-AsMAqEFJIbLYqKAaPcvvQccvJQFVvyiA3p1576K71411n8NQcc7Pntj9g448CpWlGxR4rRY4L95ZRVcOXCsNVOXEexL7HNQQCntyArfQtVS6IfG_P-xCMRd74P5vdGRrC77RIHLA_6Zy0Bn7o1FsyxJWigAQ1adp5mpWBH-wD3uJfCFpiK_yPDQzsU-IxhfPdlmtzqZIygzNTYIuc/4s5/S2I7B47jTgm0HyJ-SQKkwA/h29/h001.yuWyjgClNGA4DbgSaTwLcATiIzrCtfn8uxxeovdC06g" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to manage an engineering team in the AI era:</b></span></a> Traditional engineering workflows are broken. Now that AI handles the coding, the real bottleneck is review and verification. In this guide, Fiona Fung, manager of the Claude Code and Cowork teams, shows you how to ditch outdated processes and focus on shipping a great product rather than just writing code. </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%;"> The Anthropic team explained how to move beyond basic prompting and start designing loops instead, with <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6QQ_ZE6Fd4WGSqqSuMAQUq_kvrgneYRznwMvRCG2UzY6MA8LEiZka1BXzulCNuOGfHcEpD5KT6JQQ_nrd3OSqedJ5y7QZbn9zngm2-Vo5KJQ8m7Vx6-AfhbusnRJd5L1bJnd5hW0qcv_AhDmJwWzaDt0U1XxB9tEz4djs44N_TV3nJOZlBouSGRaRIy-sTBAkmAZmFdTK1cYqB3FIbI7kXzaOfOLiOMHq8WoQAylM_DoAPrVuOU7NXgcdObZFQ1bBhoZFTZy-8oRSDlhldVq_9eESeYTcaETVvc9XgR8eQE/4s5/S2I7B47jTgm0HyJ-SQKkwA/h30/h001.6WqhGLOUYIh4LpGHwdkjfjiRK3g0VkoKxFOTXo30jfM" target="_blank" rel="noopener noreferrer nofollow"><span>four patterns</span></a> for hands-off workflows. </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_ygjggEXBnwdJX50VI3VNf5mA585SS6VgV6WQzoQR3tHYy65eTtX91wiuzyUIIqwXj5iRT3Z7ESqPmPqMFYVeuuo3aUusHDu4a0zhenrPbLs3pkZm1o-uikcVqrdDUT5ph7z_UFIFIr2tSw-WxrSD8mOR1nfpMNqUhGNgZhRPsQUEfoVviH8ynohpoRGVmgAAteBxMM/4s5/S2I7B47jTgm0HyJ-SQKkwA/h31/h001.QIhWiyBTT3JsR_YNnq3GUbWxKOqJmMHZT6Cctb_avPw" 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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GFWQJ6ygJSU0De54vC5vfhM6dsrwURDfdTjmAayWzmGH3xkfLMNh0S2493sQNwf2NPtrhOMvUlyraKFSGbhgAVFHseCTHZQBtoezNsgXXkjtc-_zTjJpHa7pqYlyfw2RiT2V0GMe_uCHQeBPJVNp4HBsGvZeEhG2bn2UbKjy2p_FKr1cw98VYwi-jbjc2SCjwKOe0Em4BkFkcuYuTWhrZTnkxjC8U4OPPIqlcHhpjfTFlzT-tkUIjUkKcnrNxJKn69385pRrUmE4_uKXOlqjxH46Pi_zllJn0ABL75G0erZXcvynsJTBYWfs-cWWeAHmDrRBmz8IlEcbbA0mqKkmJcb6d5vbmPck6RMJblpYVJrRnG6xxa3tiQgo7NyKU3DkQNbnpQBHj2Ln2vZSV1Yw_xzD3lL7PbVJkbiisnFYPbnEojvDhlib_6sfOCVbeIKqbut9CPefUttVJzT9Dh6muBQQSxWJvxkpCRVi0m5-q3VPQT-D_tk9CuOHXrtUEhpyzP3hcMRV7t7e9qwQl-r73irL7BIhX3OZiBRITiwcRSeXvmLJmvEUe31HpxXvJ6txRlbtak3PNg-jOYRuwCMl-Fqqh1rN4u1v7rMBATjDRTvSsPJgM2LiXd8CHfkrhMHAZ4GotpN0N6kpmC5d6oTK90yAtGzd0i7inQONUFdbmOpBe3JRElWuDoqWK56951wEbtZpCygl8SUu8-KpdQQMpJCtVl1dbYa1Ce7SPSjMqzPzLXhBzRvKypJCG0KdX13pX8cDuOkro1LWqG9XSjToYj_v081ybbBfiTYVQKrpwH-Ea-DEJTiX6JPempylDcTL40drY_0i1k0RER-Ilv2cGfr9iw2d0M8_YpEUwBcmxFD-J-wvmQMQ4fLvS2AZWogdH3s_dy18_fDzVXPFhtI-_d3/4s5/S2I7B47jTgm0HyJ-SQKkwA/h32/h001.iE9cQtj41w_qMWksGU16DuGCWbdPfo0Z4EOrH8GNZwQ"><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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Plain Text
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Follow image link: (https://bitdrift.io/signup?utm_campaign=sp&utm_medium=newsletter&utm_source=the-code)
Caption:
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**Welcome back.** Frontier AI models are turning into guarded national assets. Months ago, Anthropic blocked Chinese firms from using Claude. Now, Reuters reported that Beijing is considering a similar move. They may soon restrict foreign access to top models from Alibaba, ByteDance and Z.ai.
**Also:** A senior engineer's fix for context bloating, how to become an Applied AI Engineer, and how to manage engineering teams in the AI era.
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://www.youtube.com/watch?v=XNbc2HhL7J4)
Caption: Click here to watch how Claude Cowork’s update works.
--------------------
**Anthropic brings Claude Cowork to your phone and extends Fable 5 access:** The AI lab just [**rolled out**](https://claude.com/blog/cowork-web-mobile/) Cowork beta on web and mobile for Max subscribers. You can kick off a task at your desk, track it from your phone, and access the final output from any device. The update also lets you set “scheduled tasks” that will run even if your computer is closed. Plus, Fable 5 [stays](https://x.com/claudeai/status/2074548242386178258) in all paid plans through July 12 before moving to usage credits.
**Google preps Gemini's managed agents for production work:** The search giant just dropped [**four upgrades**](https://blog.google/innovation-and-ai/technology/developers-tools/expanding-managed-agents-gemini-api/) for its hosted agents in the Gemini API. MCP support lets them talk directly to internal databases and APIs, cutting out the need for custom proxy middleware. Background execution keeps long-running tasks on the server while your app checks in for results. Custom function calling lets you plug in your own tools, and credential refresh across interactions keeps long sessions alive when tokens expire mid-task.
**DoorDash's benchmark exposes gaps in AI code review:** The delivery giant just shared [**DashBench**](https://careersatdoordash.com/blog/how-we-learned-to-trust-our-ai-code-reviewer-at-doordash/), a benchmark that replays its own historical PRs to test whether AI reviewers catch real issues or just write comments that sound right. In a twist, a Kimi K2.6 and Claude Fable 5 combo beat DoorDash's own production setup on weighted recall. The takeaway for engineering teams is that no single model dominates, so measure the tradeoffs yourself.
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Caption:
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##### **PRESENTED BY BITDRIFT**
## [Mobile debugging: full context, no sampling.](https://bitdrift.io/signup?utm_campaign=sp&utm_medium=newsletter&utm_source=the-code)
--------------------
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Follow image link: (https://bitdrift.io/signup?utm_campaign=sp&utm_medium=newsletter&utm_source=the-code)
Caption:
--------------------
Debugging mobile apps is weird. Shoutout to intermittent connections, mid-onboarding drop-offs, edge cases on devices you've never tested. Unlike most observability tools which never see any of it, bitdrift captures [100% of mobile data](https://bitdrift.io/signup?utm_campaign=sp&utm_medium=newsletter&utm_source=the-code), unsampled and in real time, so it’s immediately queryable by engineers and AI agents.
Find and resolve [every crash, freeze, slowdown, ANR, and OOM](https://bitdrift.io/signup?utm_campaign=sp&utm_medium=newsletter&utm_source=the-code) before your users do.
[**Try bitdrift**](https://bitdrift.io/signup?utm_campaign=sp&utm_medium=newsletter&utm_source=the-code): mobile observability built for the real world.
----------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)
Caption:
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##### **INSIGHT**
## **Your agents already check their own code. Here's why you should still read it:**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2a284366-6443-4c4f-8bd5-def2758f9194/superhumanteam_a_software_engineering_team_working_on_reading_e7a0b601-a5b6-4e47-9f11-fbf702fa44f9_2.jpg?t=1783499352)
Caption: Source: The Code, Superhuman
--------------------
**A hot take lands.** Notion design engineer Geoffrey Litt spoke at the AIE stage last week. After his talk, he posted a **[36-tweet thread](https://x.com/geoffreylitt/status/2072522251300409556)** that engineers can’t stop passing around. He says you should still understand the code that your agents write. But the reason he gives for this is what makes it so interesting.
**The obvious answer expires.** Ask most engineers why understanding code matters and you'll get one word: verification. You read the code to catch the agent's mistakes. But agents are getting good at catching themselves. If review is the only reason you stay close to the details, you're holding onto a job that's steadily being automated out from under you.
**Understand to participate.** Litt's actual argument is that understanding is what fuels your next idea. A project is really just dozens of loops with an agent. Your mental model of the system decides how good each next move will be. If you skip that work, [cognitive debt](https://simonwillison.net/tags/cognitive-debt/) starts to pile up. Eventually, you won't even be able to steer your own project.
**Borrowed from the classroom.** So he built an [explain-diff](https://gist.github.com/geoffreylitt) skill that turns every change into a teaching doc. This gives you the intuition before you see the code. Each one ends with a five-question quiz, and he refuses to ship until he passes it. For the full picture, you can read the [entire thread](https://www.geoffreylitt.com/2026/07/02/understanding-is-the-new-bottleneck). You can also watch his [AIE talk](https://www.ai.engineer/) when it drops.
----------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)
Caption:
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the day.
--------------------
* **Age of AI:** A Meta engineer gets asked weekly if it's too late to get into tech. He answered with **[50 things](https://www.youtube.com/watch?v=3sQNBviF6WM)** he'd do starting over today, zero doom and gloom.
* **Bloat Buster:** A senior engineer ran a proxy to see what Claude Code sends behind the scenes. His fix trims every session down to [13K tokens](https://x.com/mattpocockuk/status/2074464823232888987) (3.8K bookmarks).
* **Open Source Perk:** Anthropic is handing Open-Source contributors 6 months of [Claude Max 20x](https://x.com/claudedevs/status/2074570404035993780), on the house (1.2M views).
* **Model Arbitrage:** Devs are running Fable 5 as the advisor while Sonnet 5 executes. OpenClaw creator Peter Steinberger has a [different pairing](https://x.com/steipete/status/2074638582418231495) in mind.
* **AI Engineer:** An ex-Amazon SWE wrote the guide he wishes he'd had before switching to [**applied AI engineering**](https://x.com/eyad_khrais/status/2074519552277336571), mapping what separates it from traditional software work.
* **Sol Rises:** OpenAI plans to release [GPT-5.6 Sol](https://x.com/skirano/status/2074712804725035371), along with Terra and Luna, this Thursday. So finally OpenAI is giving deep thought when it comes to naming their models.
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Caption:
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##### **AI CODING HACK**
--------------------
## **How to stop manually pasting terminal logs into Codex**
Codex is usually limited to its interactive session. This forces you to manually paste in logs or API responses and then copy the results back out. OpenAI has introduced a fix with **[codex exec](https://developers.openai.com/codex/noninteractive)**. This allows you to run Codex as a standard shell command.
Since it only outputs the final answer, you can pipe it together with other commands like grep or curl. This lets you feed data in and send the results exactly where they need to go.
```
codex exec "generate release notes for the last 10 commits" | tee release-notes.md
curl -s https://jsonplaceholder.typicode.com/comments \
| codex exec "format the top 20 items into a markdown table" \
> table.md
```
Runs are read-only by default, so you'll need to include "--sandbox workspace-write" if you want Codex to edit your files.
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**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8902546e-ecb8-4047-b0a7-fa36c365f147/Thumbnail__42_.jpg?t=1783502971)
Follow image link: (https://academy.langchain.com/courses/foundation-introduction-to-deepagents)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How to build long-running agents for complex workflows (by LangChain):**](https://academy.langchain.com/courses/foundation-introduction-to-deepagents) In this tutorial, you’ll learn about Deep Agents, an open-source framework built for complex, long-running AI tasks. You'll also understand how to build multi-agent systems, manage execution environments, and handle context flow.
———————————————————————————
### **Top Tool**
[**TryCase:**](https://www.trycase.dev) This tool gives each agent its own temporary Linux cloud environment to run the app and test every single change. It also captures screenshots and records video along the way. Instead of just getting code back, you get fully verified results.
———————————————————————————
### **Top Repo**
[**CodexBar**](https://github.com/steipete/CodexBar)** (by the OpenClaw Creator):** A lightweight menu bar app that tracks your AI coding provider limits and shows exactly when they reset.
———————————————————————————
### **Trending Cookbook**
[**How to manage an engineering team in the AI era:**](https://agent-cookbook.com/tutorial/ai-20260512163240-54x4) Traditional engineering workflows are broken. Now that AI handles the coding, the real bottleneck is review and verification. In this guide, Fiona Fung, manager of the Claude Code and Cowork teams, shows you how to ditch outdated processes and focus on shipping a great product rather than just writing code.
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Caption:
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##### **IN CASE YOU MISSED IT**
--------------------
### ==**Our most-clicked story from yesterday**==
The Anthropic team explained how to move beyond basic prompting and start designing loops instead, with [four patterns](https://x.com/ClaudeDevs/status/2074208949205881033) for hands-off workflows.
--------------------
==**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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