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🏆 Waymo hits another major milestone
Sat, 04 Apr 2026 16:03:39 GMT
👀 An IDE built for agents
Fri, 03 Apr 2026 15:07:15 GMT
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💸 AI Agents now manage your money
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⚡ Midjourney engineer changes websites forever
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🧠 Gemini makes switching over easy
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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Fri, 03 Apr 2026 15:07:15 GMT
Subject: 👀 An IDE built for agents
To: [email protected]
Date: Fri, 03 Apr 2026 15:07:15 GMT
Subject: 👀 An IDE built for agents
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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: How a principal engineer at Adobe uses 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> April 03, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9veneP597ANihkdwCejh-Z9lftzBoBCJZG-SmFt71f9rNy82RepuDalMHEDszbG9HfN-PyBbyehyB9LicfB4Q0aLEOsa_FnaRQGLHssmYPboOb7_LTuxdnAIVjnAGtM7BLrdb0bs8GzeIJxW19pUQWPE7C-vSzLyRzABYQiolb0Ay8kagen445uS4ORUobw9tgYQG4_sbazFSJH8VdDCoe8YC5plQoVO7BKzhQroYYPDX-SfTH3YQeWNSvFgQvLKqdCBf6s-FDbX24h2bqGm6MJKvLPE78a5MX96hrT4OtcS-qnYU4sDRck6XJabmILzL79Bu6MwYYHMNIY6w6MMS5uUFxgaaJHD459p7jAQSZLNqOQIaETVJ141DAGRg5IDdjiNAmc8IiLNsmGGMN-cwHdXyA4xQW5LIITqjZ01zk-pMszXPrpi0RNz_JbMITuO9LFv9bFXyGmnIbDa39XEzdeqLCA9-zfRwODsaE5H5EuSb03Hi-NGUeo7dg8kuZ_fw8pjqDKts63x9SA4sCaW4A51sNVRu77c7SH1ayE7vySKY0woF66ipvmlvo6j1csF37PHKIDa8NXyJR-yITEbqVpvUAtUNdycvhitplMgWir44rTJ2O35oYvmIJnT7UmK91LDlPyHoox1Byrf_I3YnQwQrA8SBRHzyCIAdrOPP27SC6wj63Vh70onSwgvKeLYULEdWXvLzK19StY5ZKYkxPsx3oMG_fBpcuw2whsFQRCIEICLYPsUX423UAw-Edo3Egl2Ssr6_AQZSvxhM4_O9eM2ztyLXKLToSODsUIbVyghV9Rq6RVYfeHt7JTE0Pvs4A/4ph/PD66Z_CDR4mcqIFYviqttw/h0/h001.Arrtn5rIt1MvVSRy40UKlvJRvkdwYjMW6VWDLfaVEyA">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/4ph/PD66Z_CDR4mcqIFYviqttw/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;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/32c8c971-340a-4f62-a6b8-f362e57e5397/image__83_.jpg?t=1770628392" 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;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> AI is writing the code now, but our IDEs were built for humans. Cursor 3 just tore up the blueprint and launched the first editor where the agent is the primary citizen. See how it works — and how it will impact your work. </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> How to ship production code with AI, 60 hand-tested Claude skills, and Django co-creator explains what agents mean for your career. </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;"> A look inside China's $18 billion AI lab </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Can AI feel emotions (by Anthropic) </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;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5jOc4HPRjeGU7m9wlWQKbsQdbTWKPoXy2I6KfS_XmSeoKsVguUVy0TrOrUZwC6i1xpXXbGK4hB-Iw9Kf8qB9yDvcQ8i0xc1SiwbuCP08UEhEACdFKB-SUei0LtKkoz8EjRT24SQKPIoXZ1DHOpMxgb8zq7VWW_It7abnWxIQNsa_YE_z9bn9mxkVPqxPvj7P7PsPO5SkhWGUMYMURAQzUaNsKYqZgdvy__o2przjZBsfW19OyEUYEWZvAEv1ySM2Itpe9_RLQU_22yjB3TZdV_lgLe7diHXK99Er-FFTPZK/4ph/PD66Z_CDR4mcqIFYviqttw/h1/h001.fEtBp22gC3AuJo3m-ay6k0lMrrW_heBDPI5hpU1QWyg" 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/9ecd309f-6ca5-4dcd-a312-e1c25eac248e/Untitled_design__36_.jpg?t=1775209463" 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:#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>Cursor 3 rebuilds the IDE around agents and visual editing:</b> The AI coding startup just dropped a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePdWM2L22K_1lyhjpdw3gKMfv4SMIg24uttiawlXeO1gqsTzMkEn8kjQRX11CPSUmV0MAcxfSXBeUczVx1cj9z3u2c1tQX31cwuFsXhCL0mQ49NPVfG_BMuS3obxVpqOZ7SQs911Dn47SRWume7GOU7YGd1rdldVUArr6b--x1axAxMrtlNzuYeSB3cAoxYGZTmH8GCotsBYs8cfz15vunrc_uQeA83dJoA7lr16XlLRan-NPISWN_oB-3a8GyrEJgjBgaTU67cOa6kepR35BNt4/4ph/PD66Z_CDR4mcqIFYviqttw/h2/h001.GxbYSB_C6UuBbDJNUsyWn9QSvf54y9ItQhPn39uJDuM" target="_blank" rel="noopener noreferrer nofollow"><span><b>brand-new interface</b></span></a> built from the ground up for agent-driven workflows. It lets teams run parallel agents across repos, seamlessly hand off sessions between local and cloud environments, and move from commit to merged PR even faster. It also introduces <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L3rQFoTIm86wKcZrArSG2dRpfv6GDWhThTWqNQRR9imTI3y3IhrmJH2EgTfDbQ8IMxigONTrSAXmGYqD1LykRfdWPeNGoXUE4hk7flfP_qXWOzWCqlOvJavSYLiZq23jvVT3bXUCcm0fWsCwcTdVQf8TBbU9bkK5TdrxZdaHD0REu8txpoVZpWrXYSipSL-Ax76HVkY3Pkc38X5bvuWqxeDjf2piManYIn_ZT_bTIYjqf2g_W2vG8CQb4rr7N7_qUzqZk6y3W5HJooL2r8QicCAY6jWi0SkHneEHNKdwQXUk/4ph/PD66Z_CDR4mcqIFYviqttw/h3/h001.fBtG2Gxl5P-FqfAji-VQhskvj9jFN_NE-E6CW0rvUiw" target="_blank" rel="noopener noreferrer nofollow"><span><b>Design Mode</b></span></a>, a visual layer where developers can click to edit, drag to draw, and feed selections straight into the AI chat. </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 open-sources its most capable small models:</b> The search giant just unveiled <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAGQZmb0x9YTiAbUsrUYpyBy4XF1hsbCO3McHypEEeIz9W9s9fhnQRzQj1l0mjLkj45z3eJk15_Ugj_9QWBRBptLWcSKJrtTGaucAVsmx03W4fE2QlJt190dPzcp1Q1wONkW8zwRlI2SBxc0tCgafyLGBKJE0MimcSWFTuPVgJ-F30rSjf9S8BZKX89ZnwNDLYzfA59YclfBw1a8AW2NXdzLU_l012M4kB-ifijKv7TEyFLDUoeZkkXTHXqhjCKNUg5O4ZndH3ZoQQMODh3Dm4cdr8TQnFJBh2xFoHZsLjqFWpWyurGjM_bpzdI5Avlgoj3f71fTN52E_1KVSXCcVhw0/4ph/PD66Z_CDR4mcqIFYviqttw/h4/h001.nAokJYR1NRnPGX563we8OoitDFgUfdWpR7Ah9RBMrbY" target="_blank" rel="noopener noreferrer nofollow"><span>Gemma 4</span></a>, a new model family built on Gemini 3 tech. The 31B Dense model hits #3 on the Arena leaderboard and is efficient enough to run on a single 80GB GPU. Smaller edge versions even work offline on mobile and Raspberry Pis. Every model supports function calling, structured JSON, and code generation with a 256K context window. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WqBfFAvShDcli0SZD3O4YtO7zhiU3upCoTIEdt-aT2qlqfwYGHfIgsS6sL97vEH2_Bh1SwyT3fnVnLf9OxC69Y_saXM5GZj34D5egikHfWRwTfoQ6_aWeiKa7sWulBup3UJKDHCAYYhJNufX7BH9Xf7h8Dv3Y7yfszkuSWxWfcKuoWaGpPDe8ZRBu9kjpYgojRhed6VckmLE6NdDDV0cYO49cgiEWMbCfn8FHd7MHWZH43tUuvpSokNTrYFpSqP1X64P4mIUWu3TEZEUIFNawmVnIdHJZsjzuoB5mTfSVPytXBq-GGlyANXys-pir1Ej/4ph/PD66Z_CDR4mcqIFYviqttw/h5/h001.29IrPHxg3OMO2PSOSgfpVXHDrLySJ0HlA3wlUagGZ5E" target="_blank" rel="noopener noreferrer nofollow"><span>Run it locally.</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>Alibaba's new model goes all in on agentic coding:</b> The Chinese tech giant launched <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.VUuH6R6zI0G5BkbXvz91_GAyPOWiE-on8J799p4fhR5tVgv39NGn_w3BOrj6N2_v0MZLCKbO7GE7PF2cz9CG5b7zgLrnhMTvNmPbRNJhYzEgvsAi2zKQlW54eXpCDpPylz52qX4uK_D3pS9xdD3c9EztMiuV-Fb5y4mulS66vL0VyEN2-eIdTx72S5UgqK_QvuRKd2KMwnRUTMAwkn2v-Bs9DX3okSdTGVCiVzG0loFCCls342ockHNK5ur-RVTO99lqO8FFuH5ug2oWKKZx29XSpBe9qlnE2RGuEJyJz3M/4ph/PD66Z_CDR4mcqIFYviqttw/h6/h001.Ip7TS38xjtkbImC3d8U60qdWrglCo-gV6ODvCq2WWT8" target="_blank" rel="noopener noreferrer nofollow"><span><b>Qwen3.6-Plus</b></span></a> via API, a massive upgrade built specifically for coding agents with a 1M context window. It already outperforms Claude Opus 4.5 in terminal-based coding and integrates directly with tools like OpenClaw, Claude Code, and Cline. Full Anthropic API support makes switching from Claude Code seamless, with open-source versions on the way. </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 YOU.COM</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.WM_5VEepnkJ2XyRjDAXS4fQCmHwa9bByYvejOPe71zUjwPbTJ87ZUSi7BhToEVXqcM8lORAW8BeKhZ2UahranoLHBZkn2j2Ok0bxDDGY1vf0d51ZWhTs-aYYLeQ38Bb99_xtx81vEYkYU_GAXAo484C2o0a9DdJY9lsQ6S37KAS1sraKfvkmIoRXcqq8uBsyBaMlMO-EVwszLeNuxBUuxg3Ptuij5HC60RGGCx03B7XyG0tDvlXZwHuNaDksIC4CHA8N0fZj3iw8AFdBv3EDxicSx4Zw61029VunubLAGAQoRFEgj4MxKXYFRVX4CbrX/4ph/PD66Z_CDR4mcqIFYviqttw/h7/h001.Dj2N5KWnGv4BfMWMjAju1kId1nYZaRjrD4yXwEXy9Mk" target="_blank" rel="noopener noreferrer nofollow"><span>Evaluating AI Search is Hard. Let Us Help.</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.WM_5VEepnkJ2XyRjDAXS4fQCmHwa9bByYvejOPe71zUjwPbTJ87ZUSi7BhToEVXqcM8lORAW8BeKhZ2UahranoLHBZkn2j2Ok0bxDDGY1vf0d51ZWhTs-aYYLeQ38Bb99_xtx81vEYkYU_GAXAo484C2o0a9DdJY9lsQ6S37KAS1sraKfvkmIoRXcqq8uBsyBaMlMO-EVwszLeNuxBUuxg3Ptuij5HC60RGGCx03B7XyG0tDvlXZwHuNaDksIC4CZmDzXRtukM1jYuvoG0LJAN0tiamAcpZ-OPL0RZGtTbJYTnSg2QEXkM-p1oRYkBxO/4ph/PD66Z_CDR4mcqIFYviqttw/h8/h001.jjZ64wZHn4J3cYBDY6y4wO7q9pDnRIxjIhnPisk5Beg" 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/694740fb-fb5e-4e80-82ce-dc2a3394b9b1/You_the_code.jpg?t=1775198534" 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 teams pick a search provider by running a few test queries and hoping for the best – a recipe for hallucinations and unpredictable failures. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4fQCmHwa9bByYvejOPe71zUjwPbTJ87ZUSi7BhToEVXqcM8lORAW8BeKhZ2UahranoLHBZkn2j2Ok0bxDDGY1vf0d51ZWhTs-aYYLeQ38Bb99_xtx81vEYkYU_GAXAo484C2o0a9DdJY9lsQ6S37KAS1sraKfvkmIoRXcqq8uBsyBaMlMO-EVwszLeNuxBUuxg3Ptuij5HC60RGGCx03B7XyG0tDvlXZwHuNaDksIC4CteiWu24uijjh3vSqt0bQekuxiq_VAnY0KaYhw5QnhQ4rUx5xHM_Wx_o8sAlkHqDu/4ph/PD66Z_CDR4mcqIFYviqttw/h9/h001.xrAKIWb5jogJxZ_KPqME0bP_GCwxBdEdm2piHwVWiIU" target="_blank" rel="noopener noreferrer nofollow"><span>This technical guide</span></a> from <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4fQCmHwa9bByYvejOPe71zUjwPbTJ87ZUSi7BhToEVXqcM8lORAW8BeKhZ2UahranoLHBZkn2j2Ok0bxDDGY1vf0d51ZWhTs-aYYLeQ38Bb99_xtx81vEYkYU_GAXAo484C2o0a9DdJY9lsQ6S37KAS1sraKfvkmIoRXcqq8uBsyBaMlMO-EVwszLeNuxBUuxg3Ptuij5HC60RGGCx03B7XyG0tDvlXZwHuNaDksIC4Cb0_AwFdiWNWDdlqOhGpJUvmDWgRcihMh5-6eypgdOSDZ0HTyPIb-qCWg8H_4xS5_/4ph/PD66Z_CDR4mcqIFYviqttw/h10/h001.yjTiEu8mRtm4bHabhw1RFYp7dcq8eRKKcCSufMMTW7w" target="_blank" rel="noopener noreferrer nofollow"><span>You.com</span></a> gives you access to an exact framework to evaluate AI search and retrieval, build a golden query set, and use robust metrics and code for accuracy, relevance, and confidence. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4fQCmHwa9bByYvejOPe71zUjwPbTJ87ZUSi7BhToEVXqcM8lORAW8BeKhZ2UahranoLHBZkn2j2Ok0bxDDGY1vf0d51ZWhTs-aYYLeQ38Bb99_xtx81vEYkYU_GAXAo484C2o0a9DdJY9lsQ6S37KAS1sraKfvkmIoRXcqq8uBsyBaMlMO-EVwszLeNuxBUuxg3Ptuij5HC60RGGCx03B7XyG0tDvlXZwHuNaDksIC4CvanpgW1T9inf49SZqaJPMS4FrYDJAR1Ij-Tuw1UBOzR6cLjxIWUv7qlg0ZPUZiRE/4ph/PD66Z_CDR4mcqIFYviqttw/h11/h001.r6psvNIkfu1C7igtBsZxZJHtwoTgBdH6GylL8mPIA_8" target="_blank" rel="noopener noreferrer nofollow"><span>Download the AI Search Evaluation Guide.</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>How China's $18 billion AI lab operates from the inside</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;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L40POoinZHG80ebLNAR0JEGQzoCVS6dOcBjS_q92urLhNqvMWEp8t81zFgG1xrlKq1hgZSvOwWRi3IE3XZHiMcBcVej__p8BuzDtIWHJhU78aO0ku5JcTW_LSoRY68S0ilpredPX5zQd-nwSLqpEJxvGvprRSlxlLeagWUjBvoMEOfK08pBAlPmW4Eowov6tVO25WUyNCwZpVMonBXDwaJFuT7qAhLiXK45XyQyXUG_OIRiR2xjM82-WmFOgTDlaUGZ-ye1iQy5FGf9XpyKG0aqJCMh-HH4XCMQeS_azPWye/4ph/PD66Z_CDR4mcqIFYviqttw/h12/h001.ZypPXAoHAMKzbcc0T7ZKg0jQe5k7qFv38pzsOWQZWxU" 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/eebc2881-1174-4a4b-8835-f3d0e0cf0d3b/HEzZl6aacAA6uVQ__1_.jpg?t=1775193285" 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>Source: X/ruima</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>Kimi is everywhere all of a sudden.</b> Cursor was recently caught building on top of Moonshot AI's Kimi K2.5 model. Just a few days later, the AI lab <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqumKe_XJ2-ixOwyo2C0pz5ya7u0T41kUeJy0KCFeg9cERFMxGQQrUuXgNU7IyOTe-EPPp2bKy0WqHk9zuYOSU5k_21SIRuhLDlm9Kfw3D0G8yDkNROrI_4ukxYJbcu7n1ocR0L0B_7PUdAlE-7y_QJUWL0ulb7u96yZG17omRT9eExWQur3F6ACBS5sX-sB_B1nO5q6kGXA_zHkyoMTBG6oVp2ctof4P52Ewcl5D2DEwu7v9bJN9TVeFc0JkPRaf0y_FI8LdYYVDC2O1DhYv4cfYQoBoBr9Sygosk-4a_5bboTxR0mXy-L6PTSCEtYIOnCnDoYl1ZTrJvKqkU6TpJO9E4rhYUAqC3P9n_zW2qKMrKF5hrazEaTNmOA7OIvOUIjA/4ph/PD66Z_CDR4mcqIFYviqttw/h13/h001.w58sirr-ShHM-0-DEGgKb8z3yRqqr-laP39XNPkaTUU" target="_blank" rel="noopener noreferrer nofollow"><span>quadrupled</span></a> its valuation to $18B. Now, a rare feature story from a Chinese magazine <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L40POoinZHG80ebLNAR0JEGQzoCVS6dOcBjS_q92urLhNqvMWEp8t81zFgG1xrlKq1hgZSvOwWRi3IE3XZHiMcBcVej__p8BuzDtIWHJhU78aO0ku5JcTW_LSoRY68S0ilpredPX5zQd-nwSLqpEJxvGvprRSlxlLeagWUjBvoMEOfK08pBAlPmW4Eowov6tVO25WUyNCwZpVMonBXDwaJFuT7qAhLiXK45XyQyXUG_OzMED-fIC6c50dVZYG-204hRi64eLWw2fkMhmq-ZdeKcoWXXTInaEG8onYSjoV17d/4ph/PD66Z_CDR4mcqIFYviqttw/h14/h001.72zrG4HLJOtbA--CravsGRFpBT8b7gHDYJcViRtol2s" target="_blank" rel="noopener noreferrer nofollow"><span>reveals</span></a> how it actually operates. It looks less like a tech firm and more like a radical experiment in organizational design. </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>They’ve embraced zero hierarchy by design.</b> Moonshot manages 300 employees without departments, titles, OKRs, or KPIs. Each co-founder directly oversees about 50 people. Over half the staff have rotated through multiple roles because the company hires for generalization ability — the same metric they use for their models. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>But total flatness can be exhausting.</b> A former employee noted that without top-down goals, you can start your day feeling completely lost. One senior hire from big tech even quit, claiming the team was too young and too smart for their own good. Even insiders worry this model might not scale past 500 people. </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 bet is agents fill the gap.</b> One product lead now uses a fleet of agents to finish tasks in 90 minutes that previously took three people two days. If this scales, Kimi’s org chart becomes an industry blueprint. If it fails, radical flatness is just an expensive mess. </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/cf6808a9-78fd-47fc-915b-8c201a85cf43/latestxkcd-v0-xhZn_Rz4wZaESgFEX_k48OpYoWQoF3uZAgHGsR-SNrQ__1_.jpg?t=1775193788" 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>Field Tested:</b> This <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwroVlKIUchQH3t8nzWelSs6TueqIbBax7HGPmWMyG9_cV5AfkeZHcgeDiCPppGJIC8M33Z0Vz-5t6RaiZsvwDIoGymUxmXX2IHnSXCSDviMijN5pfBSG1dsbKKHdmn7ZG4U6mEXe1x_cUSWN2xxzZSInQJtz7S38ZU4-3WuEQp4_cvvSEWXhLTsWl9tM298fBuH7pFrbUa9ILmyJ-V3azHsnk82GyJuw3o7qT9Vd7Mab_uKv5ORFqwJrHhAvHZVKgzkQoTtQmZgKTrheafrQSkbHvsAE5MBxLikl3YEqjIlNCdWc-rOmRfrQSgEiiIPsg/4ph/PD66Z_CDR4mcqIFYviqttw/h15/h001.pq1UN2jiy_GuuuP68k6j-hHV121bTzDHp-F8oVTRTDE" target="_blank" rel="noopener noreferrer nofollow"><span>mega-thread</span></a></b> organizes 60 hand-tested Claude skills, MCP servers, and repos by exactly what each one does (1.7M 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>Living Wikis:</b> Andrej Karpathy uses LLMs to turn raw research into self-improving wikis with 400K+ words, and <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1-2R6d1vDP0x0NzlcRCyOjuB-mpW3khVOa0dEN2YstomYhAomemoXgw3poOD6vryXX7rpeIUwr2PJ8Z2KNDUtq1n0Zj3PQ9nSd-qLlVSKHBwDROmaeChgrrjDku5PaLJhe6OtoxMBgW2IlDSOrlLoY7S5jQV6f742agbKxb2sWnmjRsRrAZEP4U3YIU-OOi5WpR9EbZJu3sknEooejG1Ej3q9Mhu5lrkswolhFtIiB8SirF8qlc7sTDcHHwstPZh4zFvV1WoDqsc-y6JLTc2Er8jZJqaz594lLbb16jOOyi/4ph/PD66Z_CDR4mcqIFYviqttw/h16/h001.p93HV3wpONvnQs2YSZAGAtKC916bvmr61b8yuP24Fg0" target="_blank" rel="noopener noreferrer nofollow"><span>his workflow</span></a></b> is dead simple to copy. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Before Dawn:</b> After Anthropic's source code leak, a Korean dev rewrote Claude Code in Python and hit 100K GitHub stars in a day. Watch what he has to say in <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjytumrGE2vfE0KR5_L2_b_iIlRnKSdvyG2FO-R4itNL0gLesJs0r10LusKKHXPELXnMZUIW_4SxQ6p1DQVet_L_CcykwcF8amvpGSYx0FWBv1dFzvsA6te1ydp4ZRxO3SOGhrABCPH7fn4WxMaIjbnqRX7t-6OC2gUYmxIfqji8U0KT8ZEBEVeLfL7EU5F9_nQosl0H-x2O9QQ1eXlkQ8yhVjVG7IpHL8n53huRnk6VFkq_rsfgbzfqNuevbWC-nlWvNLU2aOfYiwDlMZp8Yphb/4ph/PD66Z_CDR4mcqIFYviqttw/h17/h001.WQHKNixXspxSbxtNAY2oHuX47JHHhIwhO9TvqexgyWI" target="_blank" rel="noopener noreferrer nofollow"><span>this </span></a><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjytumrGE2vfE0KR5_L2_b_iIlRnKSdvyG2FO-R4itNL0gLesJs0r10LusKKHXPELXnMZUIW_4SxQ6p1DQVet_L_CcykwcF8amvpGSYx0FWBv1dFzvsA6te1ydp4ZRxO3SOGhrABCPH7fn4WxMaIjbnqRX7t-6OC2gUYmxIfqji8U0KT8ZEBEVeLfL7EU5F9_nQCxYQY8l3CZbJyXtXyD7vEjjx0f_xD4slEDpp0AhjWtmRQdZDBmJyDnFSVZIVvRl1Hye44Bawk7AqYZnSwtJUh/4ph/PD66Z_CDR4mcqIFYviqttw/h18/h001.kvEECBm3MErrcZawEUj3y178xisHNDEu7jpRYGI-FU0" target="_blank" rel="noopener noreferrer nofollow"><span><b>interview</b></span></a>. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Vibe Code Playbook:</b> A study found devs were 19% slower with AI tools but believed they were 20% faster. These <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwAZ2DUq4oh1K0NIy1CUsCBy8yUlP2LI8aBA-10oRCUuV0wytiYsqez7xqjF1AdOsg7QuWz7nvtZVZ7annYHdEZP8d0Er5tQ6_rWRe9lxg1tWMcLFAFeH83zp3H9NVA9gOyKbo-1PG_kJTvJRgSbzdEdTwixRJvrK5cW6fFBFezWRUe6p5FXSkyXSqFZ2lbJf_gvNGB8k69M7bZbVFAhbkz9su6zufxaq2ZBxjfH9BexcHKW4D5w-NqV-kMgdEvvqh_O3Jm4ome4dEqeqcne1KEt84jCPKlFBkzGlnr2RskXoVZe0fWu6SmvZrBmUMnfhA/4ph/PD66Z_CDR4mcqIFYviqttw/h19/h001.7PNpTb3GOv71DSrZiUUAOvnbFbN2xVaQzOUDQkZG7EI" target="_blank" rel="noopener noreferrer nofollow"><span><b>5 practices</b></span></a> close that gap. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Rage Detected:</b> A developer <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9G4YpkBmnxzrh6XIhvg9dAokOCVy7WUKScij5Jb_hiVBeKuh9qNYZZtyC6hWyRWQ6BNuDdY7gz4zA-0hxqF4hZ-K_LAvNF_aNLaLHeYGmrY-aU_Xux9OBbFyC7cv8X4SDCyQQVLnC5KWrf26ygZ-vk_2iz7zAAdY7GsMzL0R2R_npxXMZ6U1V9oa2x3A6BFtHZhsp8XyAokf-n_ilrjhGHJt47lx4ohQxDeYQEigwdHb3p3MZYGMFmgCbLxgbJ5UpPNJudcwv8G_rnTExPCZNtSqTyWIX3DqGwSSDoOsivp/4ph/PD66Z_CDR4mcqIFYviqttw/h20/h001.B9zxRcey9Cg-tmVly8k3DerqxH2boxvG-Tlv5FqDA0E" target="_blank" rel="noopener noreferrer nofollow"><span><b>found</b></span></a> a hidden regex in Claude Code that detects when you curse at it and logs it to Anthropic's analytics (1.3M 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>Career Rewrite:</b> Simon Willison joined Lenny Rachitsky's podcast to lay out how AI coding agents are reshaping <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L3JPLlGMrGabFw0JVQ0GCyP4CwHEZf4-StvOKHYXAvjNgEsxiQAQ8Cer7bA97UDwWCLyljJSEyF7zBRbiTu9IujeC3XF5C7zzq5R_G0Vga8Arc2l7S707V06ZMWbbe_FOuwMYNjKvw9BNOb6hxBoMjvPMZYUP4-I_FBQR87xytWpUALBqd-3atAF8-GV8_5NJbI9v1zyN8SQsq1IFx6WWbjW45fZwq8FQCoShHRJTvxDrJPiHhug_KWti0wB39jwv6JJ3H8Hu9b42WGFt8XEZ2YgeiysSwGptjgxc9EsUcmE/4ph/PD66Z_CDR4mcqIFYviqttw/h21/h001.M9V_P9pDzV7IkQ6dNWtOBBEa15cXLhmSHUWQvbr5Hok" target="_blank" rel="noopener noreferrer nofollow"><span><b>engineering careers</b></span></a> at every level. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>One Person Unicorn:</b> A dev vibe-coded a tele-health startup from his house. It did <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L3BW1ekZ5nuNfjrM7VVjBbgSKkDIjwRwyOXQKBHjbITYI8d1HP9yGfCpyenPJjobw_IEYE3KNpPbEtLmv87ViaGcJqI9qeo1ohM434XzR1rIW9GFmvRNw_QW4bpc0b_GOoouIg91Nt4HgmI0GXNTPNAudrEfqtARtQp5HfqkRQULsSRXDt_bgJiRoSm9bpRg5qvU80pq4v8kdPBNPf8Eq692_pU0EU9EvwKVRtOvvny-n9hbBOxVji65m17gYm_-Mz_HsKUxDSMUxuMDQGU1Ktp5lCmANWbkA13kAMtDAvOk/4ph/PD66Z_CDR4mcqIFYviqttw/h22/h001.Oka9oppG0ZZ13b8Z1t7OEsPmzUyoRoQTjzdUrSPf4_0" target="_blank" rel="noopener noreferrer nofollow"><span><b>$401 million</b></span></a> in year one with two people and a stack of AI tools. </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><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 add Claude Code docs to your context</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;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9rqb_A7Vc5Jhbwg7I9lRFUe_jCCPWRXj2vsqFl-yHnPb_RJi0y87z5gDXc2FfSAu74_bjBSBbuEFIXwCKhiI_Sno5emv9SZqlazfZNgArZcFcnD7U1iqDlIIo9aUmpTyxSPCiEwisHRd-lUyVwF48GBe711_HmLJ0vAnaAS6tglq0kEzsyjD7YOynzF3hXzXLZuxbUMQpdMYX47A0C3EG91lYra5KepApbfNM13izqkZF1FWHMual7SYcGhidWMfledPK4740RX5MlMd9bQ9MqDrC6HOVYGG6PF5gZmq38v/4ph/PD66Z_CDR4mcqIFYviqttw/h23/h001.3ceOwgocK6lnc2X26FmLlqZ3o1eD3JtcMmVHNLcIyAM" 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/e9b9b615-feae-494f-a548-22578bcc9902/CleanShot_2026-04-03_at_10.38.02_2x.jpg?t=1775192928" 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>Source: dani_avila7</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%;"> Claude Code's docs update faster than its training data. So when you ask about new features like hooks, you might get an outdated hallucination instead of the actual specs found in the live docs. </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%;"> Anthropic keeps a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9rqb_A7Vc5Jhbwg7I9lRFUe_jCCPWRXj2vsqFl-yHnPb_RJi0y87z5gDXc2FfSAu74_bjBSBbuEFIXwCKhiI_Sno5emv9SZqlazfZNgArZcFcnD7U1iqDlIIo9aUmpTyxSPCiEwisHRd-lUyVwF48GBe711_HmLJ0vAnaAS6tglq0kEzsyjD7YOynzF3hXzXLZuxbUMQpdMYX47A0C3EG91lYra5KepApbfNM13izqkfO2_hBcyOgBgMhBGclzJIrrN864XhIeIc6Mk19jMJDVW0CZ65ldKVtKMYFc9cWxl/4ph/PD66Z_CDR4mcqIFYviqttw/h24/h001.GaRO8TWhIGLPZJzPrsMKCoT-6oOWK6qO_REsON7brqw" target="_blank" rel="noopener noreferrer nofollow"><span>docs map</span></a> at ‘code.claude.com/docs/en/claude_code_docs_map’. It's essentially a table of contents for every Claude Code documentation page. If you add <code>.md</code> to the end of that URL, you get the raw markdown, which is exactly what an LLM needs to read it. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Just paste that <code>.md</code> URL directly into Claude Code along with your question: </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>https://code.claude.com/docs/en/claude_code_docs_map.md help me configure hooks</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%;"> Claude Code will fetch the map, find the right page, and answer using the actual documentation instead of guessing. </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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjz0n5HHl1xiDC24ERbu2ORcc67HqWLi0am9oMp-GgIoNjfLI6-kIvwR7e-ZCGXlSRjeEJzudrpR6xlVbd399CSiMAqtoFNXTsGHE--y242RMQJam1ck-SnrFbW24ZR-hhx2ThETQtaoUJ5Vp0Afs8gUL3dfOANIx7nmb1dDED6COaAR5u16xBVOsHSamfT4USeRJPIogil_3x_RImixC07DsReTB8izch7leroBzI92nclG9jF6mkYJtCzbcGeFSc4cTESrWCAgNLDOqSJgHnt4/4ph/PD66Z_CDR4mcqIFYviqttw/h25/h001.U2gYrC_l3Mt754n5oVegWoMIPfAyE2nxF_O34871tmM" 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/dae4786d-8844-4ad7-ba07-c1c47fef1cdc/Untitled_design__37_.jpg?t=1775211051" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjz0n5HHl1xiDC24ERbu2ORcc67HqWLi0am9oMp-GgIoNjfLI6-kIvwR7e-ZCGXlSRjeEJzudrpR6xlVbd399CSiMAqtoFNXTsGHE--y242RMQJam1ck-SnrFbW24ZR-hhx2ThETQtaoUJ5Vp0Afs8gUL3dfOANIx7nmb1dDED6COaAR5u16xBVOsHSamfT4USdEohSDYU2WzimBy67uYiw8P7G4r4JF-I7yVpRJQEMfnvGQT-a0H7C6GYyLK5QEJL1rr77YnsS0yc0a_QDpERS7/4ph/PD66Z_CDR4mcqIFYviqttw/h26/h001.ZV85YKbNIAv09LC0crzjelu7xzhTO98sLBd4P1ehO1g" target="_blank" rel="noopener noreferrer nofollow"><span><b>How a principal engineer at Adobe uses agents and skills:</b></span></a> You’ll learn how a principal engineer at Adobe supercharges his workflow with AI coding agents. This tutorial breaks down how to set up workspaces for parallel tasking, build custom AI skills, and manage multiple agents for high-level projects. </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.yBywWjiZ7oCsTrXLmaNhkjueZ5Ga0QqsgZRkAXtED1KCHNFGOE9MQKCGf-SakVdQSXq3N1PXuu_kw3apJWRNKY8Afqe1kSWUBJqpvG9uwNoCxOhSpaQy2SNqpMAv8lGxYl2P9Hutl2WXxkp5h9eVgxO5FIr-MZED9-KLZTLJGfoxM4WNbbjXnLPSqoQM76utLhFCoQrB4Qotz2ga3K-ay-R87gqLRnbXj1ZdSPjpleKyYNQnDTPNfruYYW3abm-HppRgbaZmTB1_BRTvO98nBZ1Y9H0iS35NoVp3nt9f8LyUiiDYHadvXFAj91cume74/4ph/PD66Z_CDR4mcqIFYviqttw/h27/h001.bs3diecJduq2zmbxYufLpEICpOKF0Mi4emurXphnWEg" target="_blank" rel="noopener noreferrer nofollow"><span>Oh-my-Codex:</span></a> This repo is a workflow layer for the OpenAI Codex CLI that uses structured prompts and agents to turn raw chat into a coordinated coding runtime. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending Paper</b></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqugsxk5V2-7a1fp7Xt46Bv7R5R-tVEthRKrywOMa3Hf1zH9FhcPQZCi6Cktzm-mqfk0lQje0IAUQAgp0NvfaoAX_P7R9jV4gCknAqjIAFfn1SOkmovw0klw6OdBkQpXsQbXvoOneX5k2w34MF1k0RPE7httAneSVtx_hu7eFJPGraxXTGr9dcAszrzSdKThGX8tjKLYM71y3zziCnC4OLACBjlVVwiHVelGjEqisUAQshH5DEsQoJgEI4tZ75TmuxcedX1Z7QBvUkToA-o6fkZm3-4dmY7vy6GcZ8StAGSMy30rmnq-9YvSjNnxlX3GD7Ag/4ph/PD66Z_CDR4mcqIFYviqttw/h28/h001.fFYxDMaDIhtNSh6hPd_HF_C-Lck3iTY7BlDI0hgTTiY" target="_blank" rel="noopener noreferrer nofollow"><span><b>Can AI feel emotions (by Anthropic):</b></span></a> <span style="font-family:"Google Sans Text", sans-serif;">Researchers explored what drives AI models to mimic human feelings. They discovered that while AI doesn't actually feel, specific internal "emotion patterns" actively steer its decisions and can even push it to act unethically.</span></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. 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border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAO_5iK01-grb5B6b9rxJbggCgMjlnTyujZ67LuZkL4w3QYbSZASQEjt_h9ck9FHbNI8ymUenVqDwt4QaJJOog4Q-uWGHVtvJhUaEIpOt0amnayoQAfn3UXcT9eqhqhEHC8jYuWMBpEWXTMNb9ciZEdFCTOIfzBAXr_2suJl3w0R_i_6uP2cg_PWRCNqA83FMTe0aVgWlZpxerS_grkMw94wT7v7Ov4IF88uOQLHrS3H9mzBeVYTspsvNG5IsgTtJnFLsbOr_kCBmkSljFwOpTNFFVfAjXSNi04dovm3Rsl-VDfh46W4OlUWlDbzYJ7IkSE4RkqcGSQVN6-vD-wwB9ntnCxS_NUb0mUdpeDwLgToSVITlU9JQ60yz5FiKYNh1fzYbZHwVzO8qvH2HBfVmFPCNazbeU678vDmN54I09lYdqSrg1LzfCf7PpR5480ZAL8wa9hEuCXiaYQEMM9mYKu9oojEFY1OoBgCHyjluifDybMzVknNNzg55mw3wW9V_3jhW1R0pR785fA6VYUIXyLZi1d0Hl0RTWEGxTXvburv__0eFtq2DenTr7pfLCRz2tJ_ac1dOFniWls_SgYsjFxIJCgLHdYjbXpY2-IZHmpQDSTdUkL8ByMBFlin2_szJdsdPZ0LJFQ6jKwNQOMVZV6Q3PWenJitLt8BCpMs-zMLfagPagcvBDzziH2MsokAX3P2_kcqn79iryggFoBttKZJ3hl4yT48NnEMaYrKKIdW7FwDj9CaKdNiF_i4TqbZyK93SdPGyeFHlP0dVvj4Gc4UNjW4VZFHJigDNen1cRILOuMKVkZmfktwHUpusOwtUVUeELWf9bJV4ASdoWErFxtL0f4Z_MODcbv1qYql4yJFNIFYrOhq6BV8DzNeAhXR6yZCp2d8eIJLp0zvr5p6KT3qNHLitAioXPRs5YOUBOkMyebv2aIdTy737X-xSLU9T0EhoiPpREOKHJzkkL0TY96PPW2MaxSUMvOO0AiOXAFatA/4ph/PD66Z_CDR4mcqIFYviqttw/h31/h001._fy-REDloZVhMvngaF6Rby_KJtTWpMKA3e_7Rzjyup4"><p style="font-size:14px;color:inherit;"> Average 🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrANqaaF2ft4LZNSaoIDXjUpqdWD4X47Cztewvx9_eSAMyt-U_s6AftXBC3OfCry1RhCUFmZUZqSrF1a19TsfhAfLzetnBcGeXcx2MzNJmvY-q5gynZP2bjBEBLsUUAgJlvN2UU5QtX6aZJRcRO9PqLUog8MhAlFSHSZjkDUCpZCB_ooLHwMMczU8ZayDHkI9qXyDsa8zaRsCii9TtBgprfdHbsS0TwUR7MBZujaO7y0NU_R8NFG75T0kFvf4Kl5b-17fhVFBgrGCx9o8wh1KnLStvHyQImRaoOhkcuVz5LBmE-bfZcjlJJjThEHAGwCwkIsoJWCq2YiGpl8UUYNznWCWtXi55WpdMRYqbWYPuQvGmphBz7foPqz7u6P3UBZW5qjxPdhxhxXsbuN3BYPrOfbMwkKO8nubk3726aXm0u1YTbFW6UbDgsXz5bg-k-nUXybITNWiXnEaEmJ4grET-4YhteksnYL9ik9TAxOmL9lXhYfqsZs7gPpAjETRpA6OQB49A42T93f9Wl_QRtP9G_Lq0M-dBmjQ-wKHJwYExU5S_CLylSEGny_bh1TwftOH31yT70_9oUKWx4qmbG815BVN2IP85l_bMX1bEiFpCRQnlFJRQOCmWEW04-RTjFMHiyRV6r-pThGA3Kn043idrbW1BZDa5X0zqxX3zDsp7DOy-dO18irLvugVf6zCGdBIHoWBhze6UjQOmUuSHE49m-rSCrkV9Z2vUPijFyhaIYjwKM1k2y4mGveKy7bckBUUhrNnK9-tS0Tw-gHG2ZnrYXMuGCDYBKzJQbYuAxn_RUt4WHinz1PRLO1kGwBcdqWLf5MqlInIL7PY8XXAVMNpaOHNO2PVTnoX_IxwR8p8T-pj8H3k27IwVKx3dYXOthsq2zZ7xI6sgwK5iBTtNDqmKb49TXMeL1F-PWI_VP81ZL8uUqyLXDpqGbZ3PIyXMLxXhxEshy-F-AqSIvH4M9t0hqyC0sBKLnPKi2lh1nj63oRqIw/4ph/PD66Z_CDR4mcqIFYviqttw/h32/h001.eGgj4a1H5Z7HunnOjsd4XIqPwk-ltJ-y3WmgMBmgIuk"><p style="font-size:14px;color:inherit;"> It sucked 🧠 </p></a></td></tr></table></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You can also reply directly to this email if you have suggestions, feedback, or questions. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Until next time — The Code team </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9szpjhO_X7CGaQ-dHuFN4dv2nDJM7VwywhH_aNIWJ7DpCUiK5m3JnN9be-e_wBbmchHe5y58AGenpvwTn14-nulN6FpFJ2dIQk1hWoriKypTqWAvPjggxawsPhQteHqujmcUQHI6Gvg6zkbPanVcmdVap5q9oc8evWZj9_54dVGm9sceXDh_d2LHSq5eSuDQ3ZodPP29H7jiQLPojvE8EfSw9wWUquDD23bf5m2_9JXOS0NOUKJKLTePqslG5Yoe_i6JhDlLQQmZGgXyvcOzqXZg65veYK0RKrSZ0LciB_gZIaGOY1fM0E4n8cep82vzkKNvLpN44QRjmBMxiiSsFdNdAnUQwBQFYv3TaUD-GpBZWGy1LZd5pduUOt58rS97FOnNhY2R11_cV2dJZ2s4fNyUfuJugWTfBG4AARpHCAzlpvhy5xC6Z_dQmA-DD8fotW8RfMiiTPgXoTU-ta9PrJuhE2GXm-f3C4AC9e7-SjDXvxtE9wufGoZra7P15jFB0lj4Sc87yzP9ihFk0tu37dJjzSl3vRYEZ5VUOx2j8dwcrUlR0SZiXm152kxDSdsUL-6ZiVwNKeS7CAkq2jG147Z7jwDAYsBVjnrL-8hO5kcPXdFxTG_ez91rx6FDhoyP_q4LpjCA1mcl0OWG46fVewRXlH71cZ9XbjT-4xOtB3oaGLQgTscAlVSKDjwEVyeIjFLZEVuiu19OwFYiVw_8VtaFKygICDrh0H16KRrwMxe1rbkqMvU_rce0kAloi5hR5fVdoFh4NOFBcEKhO-vHUx3HuJqI1qVqFh-U7EpnrEAUfJgI9HZ2G6AdHRuSANPawRHyLqnMy6SQ1kg1mi0n8LP2sAzRIrzXGrknQGEc03Tr1wpuI9EYn4hmVu_ZmJERml1fOEhOff2XhVXXT2ZehBIJJ4g2awdrh1Bh5YQY6D_VU6XWIccImIuUSKkLNuorgUp9gG_11gYtn8RAVHlrjAwR-r1BL38r9G2VMrc_AOWmdh_PStdag1oIukEz978wfoTViVYTFtzl5vsBDtCiZKM/4ph/PD66Z_CDR4mcqIFYviqttw/h33/h001.4M27cCi5BTkzxG_keCocknAW87YhrvymDEXqETppab8" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2026 The Code </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4ph/PD66Z_CDR4mcqIFYviqttw/h34/h001.LdMaxe_FvusYjf-rStPjGKAEzme_L_7a3o5h9TRrpyU' style="color: #030712 !important; 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**Welcome back.** AI is writing the code now, but our IDEs were built for humans. Cursor 3 just tore up the blueprint and launched the first editor where the agent is the primary citizen. See how it works — and how it will impact your work.
**Also:** How to ship production code with AI, 60 hand-tested Claude skills, and Django co-creator explains what agents mean for your career.
--------------------
### **Today’s Insights**
* Powerful new updates and hacks for devs
* A look inside China's $18 billion AI lab
* Can AI feel emotions (by Anthropic)
* Trending social posts, top repos, and more
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##### **TODAY IN PROGRAMMING**
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Follow image link: (https://x.com/cursor_ai/status/2039768512894505086)
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**Cursor 3 rebuilds the IDE around agents and visual editing:** The AI coding startup just dropped a [**brand-new interface**](https://cursor.com/blog/cursor-3) built from the ground up for agent-driven workflows. It lets teams run parallel agents across repos, seamlessly hand off sessions between local and cloud environments, and move from commit to merged PR even faster. It also introduces [**Design Mode**](https://x.com/flowstated/status/2039804673406935085), a visual layer where developers can click to edit, drag to draw, and feed selections straight into the AI chat.
**Google open-sources its most capable small models:** The search giant just unveiled [Gemma 4](https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/), a new model family built on Gemini 3 tech. The 31B Dense model hits #3 on the Arena leaderboard and is efficient enough to run on a single 80GB GPU. Smaller edge versions even work offline on mobile and Raspberry Pis. Every model supports function calling, structured JSON, and code generation with a 256K context window. [Run it locally.](https://unsloth.ai/docs/models/gemma-4)
**Alibaba's new model goes all in on agentic coding:** The Chinese tech giant launched [**Qwen3.6-Plus**](https://qwen.ai/blog?id=qwen3.6) via API, a massive upgrade built specifically for coding agents with a 1M context window. It already outperforms Claude Opus 4.5 in terminal-based coding and integrates directly with tools like OpenClaw, Claude Code, and Cline. Full Anthropic API support makes switching from Claude Code seamless, with open-source versions on the way.
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##### **PRESENTED BY YOU.COM**
## [Evaluating AI Search is Hard. Let Us Help.](https://you.com/resources/how-we-evaluate-ai-search?utm_campaign=33212815-Superhuman_Q1&utm_source=external-newsletter&utm_medium=email&utm_term=thecode_4.3&utm_content=thecode_4.3)
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Follow image link: (https://you.com/resources/how-we-evaluate-ai-search?utm_campaign=33212815-Superhuman_Q1&utm_source=external-newsletter&utm_medium=email&utm_term=thecode_4.3&utm_content=thecode_4.3)
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Most teams pick a search provider by running a few test queries and hoping for the best – a recipe for hallucinations and unpredictable failures.
[This technical guide](https://you.com/resources/how-we-evaluate-ai-search?utm_campaign=33212815-Superhuman_Q1&utm_source=external-newsletter&utm_medium=email&utm_term=thecode_4.3&utm_content=thecode_4.3) from [You.com](https://you.com/resources/how-we-evaluate-ai-search?utm_campaign=33212815-Superhuman_Q1&utm_source=external-newsletter&utm_medium=email&utm_term=thecode_4.3&utm_content=thecode_4.3) gives you access to an exact framework to evaluate AI search and retrieval, build a golden query set, and use robust metrics and code for accuracy, relevance, and confidence.
[Download the AI Search Evaluation Guide.](https://you.com/resources/how-we-evaluate-ai-search?utm_campaign=33212815-Superhuman_Q1&utm_source=external-newsletter&utm_medium=email&utm_term=thecode_4.3&utm_content=thecode_4.3)
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##### **INSIGHT**
## **How China's $18 billion AI lab operates from the inside**
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Follow image link: (https://x.com/ruima/status/2039245985520681257)
Caption: Source: X/ruima
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**Kimi is everywhere all of a sudden.** Cursor was recently caught building on top of Moonshot AI's Kimi K2.5 model. Just a few days later, the AI lab [quadrupled](https://www.bloomberg.com/news/articles/2026-03-14/china-ai-startup-moonshot-snags-funds-at-18-billion-valuation) its valuation to $18B. Now, a rare feature story from a Chinese magazine [reveals](https://x.com/ruima/status/2039245985520681257) how it actually operates. It looks less like a tech firm and more like a radical experiment in organizational design.
**They’ve embraced zero hierarchy by design.** Moonshot manages 300 employees without departments, titles, OKRs, or KPIs. Each co-founder directly oversees about 50 people. Over half the staff have rotated through multiple roles because the company hires for generalization ability — the same metric they use for their models.
**But total flatness can be exhausting.** A former employee noted that without top-down goals, you can start your day feeling completely lost. One senior hire from big tech even quit, claiming the team was too young and too smart for their own good. Even insiders worry this model might not scale past 500 people.
**The bet is agents fill the gap.** One product lead now uses a fleet of agents to finish tasks in 90 minutes that previously took three people two days. If this scales, Kimi’s org chart becomes an industry blueprint. If it fails, radical flatness is just an expensive mess.
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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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* **Field Tested:** This **[mega-thread](https://x.com/eng_khairallah1/status/2037816689665147355)** organizes 60 hand-tested Claude skills, MCP servers, and repos by exactly what each one does (1.7M views).
* **Living Wikis:** Andrej Karpathy uses LLMs to turn raw research into self-improving wikis with 400K+ words, and **[his workflow](https://x.com/karpathy/status/2039805659525644595)** is dead simple to copy.
* **Before Dawn:** After Anthropic's source code leak, a Korean dev rewrote Claude Code in Python and hit 100K GitHub stars in a day. Watch what he has to say in [this ](https://www.youtube.com/watch?v=RpFh0Nc7RvA)[**interview**](https://www.youtube.com/watch?v=RpFh0Nc7RvA).
* **Vibe Code Playbook:** A study found devs were 19% slower with AI tools but believed they were 20% faster. These [**5 practices**](https://x.com/akshay_pachaar/status/2039326670797369346) close that gap.
* **Rage Detected:** A developer [**found**](https://x.com/Rahatcodes/status/2038995503141065145) a hidden regex in Claude Code that detects when you curse at it and logs it to Anthropic's analytics (1.3M views).
* **Career Rewrite:** Simon Willison joined Lenny Rachitsky's podcast to lay out how AI coding agents are reshaping [**engineering careers**](https://x.com/simonw/status/2039805803033678099) at every level.
* **One Person Unicorn:** A dev vibe-coded a tele-health startup from his house. It did [**$401 million**](https://x.com/anishmoonka/status/2039735106315968945) in year one with two people and a stack of AI tools.
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##### **AI CODING HACK**
## **How to add Claude Code docs to your context**
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Follow image link: (https://x.com/dani_avila7/status/2039466452957417581)
Caption: Source: dani_avila7
--------------------
Claude Code's docs update faster than its training data. So when you ask about new features like hooks, you might get an outdated hallucination instead of the actual specs found in the live docs.
Anthropic keeps a [docs map](https://x.com/dani_avila7/status/2039466452957417581) at ‘code.claude.com/docs/en/claude_code_docs_map’. It's essentially a table of contents for every Claude Code documentation page. If you add `.md` to the end of that URL, you get the raw markdown, which is exactly what an LLM needs to read it.
Just paste that `.md` URL directly into Claude Code along with your question:
```
https://code.claude.com/docs/en/claude_code_docs_map.md help me configure hooks
```
Claude Code will fetch the map, find the right page, and answer using the actual documentation instead of guessing.
----------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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##### **TOP & TRENDING RESOURCES**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/dae4786d-8844-4ad7-ba07-c1c47fef1cdc/Untitled_design__37_.jpg?t=1775211051)
Follow image link: (https://www.youtube.com/watch?v=s_tbKPfIXBc)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How a principal engineer at Adobe uses agents and skills:**](https://www.youtube.com/watch?v=s_tbKPfIXBc) You’ll learn how a principal engineer at Adobe supercharges his workflow with AI coding agents. This tutorial breaks down how to set up workspaces for parallel tasking, build custom AI skills, and manage multiple agents for high-level projects.
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### **Top Repo**
[Oh-my-Codex:](https://github.com/Yeachan-Heo/oh-my-codex) This repo is a workflow layer for the OpenAI Codex CLI that uses structured prompts and agents to turn raw chat into a coordinated coding runtime.
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### **Trending Paper**
[**Can AI feel emotions (by Anthropic):**](https://www.anthropic.com/research/emotion-concepts-function) Researchers explored what drives AI models to mimic human feelings. They discovered that while AI doesn't actually feel, specific internal "emotion patterns" actively steer its decisions and can even push it to act unethically.
--------------------
==**Grow customers & revenue:**== Join companies like Google, IBM, and Datadog. Showcase your product to our 200K+ engineers and 100K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
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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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