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Selected Message
From: "The Code" <thecode@...
To: [email protected]
Date: Mon, 23 Mar 2026 14:04:37 GMT
Subject: 🔥 Supermemory cracks agent memory
To: [email protected]
Date: Mon, 23 Mar 2026 14:04:37 GMT
Subject: 🔥 Supermemory cracks agent memory
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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 to master agent teams  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> March 23, 2026 | <a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9vT2OMs9mmXg7orQPthUDGWTxk6gvLTNJh4q_av-u0XemApmIs6rYcyk5MUwuPbxd-Me7_TFebAcLY3vV_PAot3zOAqw9-2vgAZDzxfvB3xWGbUKoXR20MZmulkVo0Zsvj7TgragRqp1Z_biAwaw_-riyDnxWO3pPkNLzwWNBoVQG91a2oHu9jorXITpSWcDEonxQ6AuTxU7V2y5hPCjLGjfpc9gACeAP3X1nSUoFrVwtnMp3zufDYuGQSHziAHingBt_nl20VaWpA3_f4HaeMhk675u1PUuizA8Ar7MYdzNJ2mfK0xcGbtbnnzH4vAYNSwRBzHf0KS8cViMcUxdHN-38SK_AsFrfAWaIZMiUkrhF9WBnZIS92xJpSnvpiZIyTk_EOxC88HwKEWXyr7MOZxR-4YYBBY0jLbT59Y5ilUdDFI2MMXiUXSH67wN1kpE_S4QBSZwhESm5CesH6CBh-VaxzVsPGr28lZlw5RQzkWhp21nXNvLEIEXWw5tdIKIRXX0y-IRRxTHUWgwuFsxSzYUe4Fao3NXf1KaCiLJba1h0OPIkVAZrOc-41NIBKa2F78Q4vI_qe6Gy2viLDfc9pKU8q8rcgz0XZfvumKZcPnTQO6R0ScKBbNmB4RczjPKTXU1TeTR7w7XjzKP8R5NyxfyzlEV4dkOKvEJ3PRSzsQNJOqpcK_8nx8HQtez3wfHHiNYNcZwNTl0ruCl5T1x6t462xa4kZnMIUM6xpZ0BpjxnhugA-4DkuK4Kq4IOy_bixhoOL_WgWtWcZMHpz8uaqEeNgREtmCyY5cOs2uXZOUnD1ixMxFGlNkjdy3kS7hSN95tKgLQSL0o8Sjd4vcacpju_RyUDKIcYzR0ci3lRqcUEnQo4bJdYx2Ln26p2W24mk/4p6/TkFOqOHWSrGZZr31UBgRug/h0/h001.fjUAw44_gwEo331XAUtAqrdZz5frU7X57oCdMD4l9tE">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/4p6/TkFOqOHWSrGZZr31UBgRug/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 agents can reason, plan, and write code — but long-term memory is still a hard problem. A Silicon Valley startup just cracked it. They hit 99% accuracy on long-term memory by ditching vector databases completely. And they're open-sourcing the whole thing in 11 days. </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 dev revealed all his Claude Code hacks, ship quality UI with a three-layer agent harness, and why Andrej Karpathy hasn't written code since December. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:rgb(34, 34, 34);border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>Today’s Insights</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-size:16px;">Powerful new updates and hacks for devs</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Why MCP has the entire dev world arguing </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How to save repeating workflows in Claude Code </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Trending social posts, top repos, and more </p></li></ul></div></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TODAY IN PROGRAMMING</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9f8337a4-89ea-439e-8121-144d3336b05f/HD-V0I8agAAafN-.jpg?t=1774263306" 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>Supermemory's architecture vs. every major competitor.</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>Supermemory hits 99% accuracy with a new agent memory technique:</b> The AI startup just dropped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_UPsP2gjVTQPJF75VSSschraPufw1nEJpnHil49jGlcg3TU8ceA5WlCPPTYgyg8pJRLtQAI1YpvZK7io1iubjibCoYNbVBK89AFEgzTmiqTug4Mpt5HTyQ_0FUadLXXznHqNBUn8mS7R3yz_V5ccZgoI33NbIXCQTh0dAg96zcp27T0pVb0l62l3dOnrZzISAiveuFS4GIfIEPmOHDxnAllaPhTRoGFAyOye4ON1LoR1wOiB5W9y8cVX3o6-bC8RiZPg0oO0R8MKwySvcasBKAr4y-lwFFhMGddezGkalxV/4p6/TkFOqOHWSrGZZr31UBgRug/h1/h001.VysX7iXuykQPfgx2ptSFTI1bFbVNxvJU41_kpVCJSlU" target="_blank" rel="noopener noreferrer nofollow"><span>ASMR</span></a> (Agentic Search and Memory Retrieval), an experimental system that replaces vector search for parallel teams of specialized agents. These agents actively read, analyze, and extract facts from long conversation histories. This approach boosted their LongMemEval benchmark score from 85% to 98.6% in just a few months, all without a vector database. The team plans to open-source the full code in early April. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Cursor reveals Composer 2 is built on Moonshot's open-source model:</b> The coding startup just <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-xFqdzO2QOlv81FRGpLY4Bt_8xGeJetGPbb-wi89Qlq2LN1PpSQNMT_PRjBmtDot7Af4pN-XtVyZaRO1SxS9SA5rijue0BkBMNgKxK6JSQU6GUa960-36v1X_9EjQkdTh1L6BwYM6s9-ncPOpbeADKW4pSRGq529se9F1VXAfWO1j80O4E4kgpyeG4TEvYTvc6rg8rZnk1YIcmmSvezCSOaTtcTOAUtRpC5rvMKAoybM1Qa1FqWDpdKbZFL-1bbTTY1apn6CcOWqqULTI0eDek/4p6/TkFOqOHWSrGZZr31UBgRug/h2/h001.NuYlAkQP5BLB19uRgznGKX-9uDzYJeIyJOzyEBi-pp0" target="_blank" rel="noopener noreferrer nofollow"><span>admitted</span></a> that Composer 2 is powered by Moonshot AI's Kimi-k2.5, a 1-trillion-parameter open-source model that went uncredited at launch. Co-founder Aman Sanger <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L7WGMtqeo6XS4wetGAlC2ZVe9SqIZCCJ0BBxJ6PcnhRq9VQwBPfWyy5gTP8VP3qr7KXKOJeSbpnSc1AOZ9mXr5JOvWxNnUbCkPQeW-WhR71uTeLXJxPqQy6dbBqlddB6ScFT7JIhnvuYbxPbvMHg7cDJRGM7eTwgGrd-n43b1DtX4AmP8L3jsoKEMK-1tFLPgrVdRk-exn_4yr9n6Vdx4I_kjqSGdnhaxVouWI_05H3_QtMhHR5x-q0Vj18pTVtUPQu1xlsmMXUKsQO0ZVn0b_wwGZ9pIskmbwYH7hQx4Oph/4p6/TkFOqOHWSrGZZr31UBgRug/h3/h001.2EBpuDwYW34At0b6a-BOsMcLhK3hGRJvOjdcgXU1R1s" target="_blank" rel="noopener noreferrer nofollow"><span>acknowledged</span></a> leaving the Kimi base out of the original announcement. Cursor essentially took that foundation and applied continued pre-training and reinforcement learning using four times the original compute, ultimately pushing the model to frontier-level coding benchmarks. </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>Musk announces custom chip factory for Tesla, xAI, and SpaceX:</b> The Tesla CEO just unveiled <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqupc-1T_-SRgsW0IKSJppox7ghXGsDrccT685zMbPMcM2F0Ywe3o87EcQ7Qmm_ogq3shDolO2EEItf6JSZ4hgrBG3x6NlXE5P7VhOyLZgTRwp6sqVOewXyrXeLlccN6wdQs1wBEPKiZlW7GfT5uqPfXJ-8xY3GC9BeyfpeehScERYdSJdQq2ba_UrOv8Yfi83t5eLUetSHrnthT2F15hJJTc5QAxxMozBGPdbOmv37i1Si_XqdLpQmKcewMg-kcEy2wJB8DLIPsBZ19f9GKf8J-BjRr7ZMZ3ki_wrw_nONLOJlpwHsLCTihhWNV1kAD7U8mxnTF1mphk_rJiL7bd6ULybKofB_esnQ4YFFw4zcIFIKKpsXf8G8A6U0u5djRBg9g/4p6/TkFOqOHWSrGZZr31UBgRug/h4/h001.cINjtSXUoJ-8NcZJYzMUIIkMou8fFgLrOvu5fvRo5Hw" target="_blank" rel="noopener noreferrer nofollow"><span>Terafab</span></a>, an Austin-based semiconductor plant where Tesla and SpaceX will team up to produce proprietary 2-nanometer chips. The facility will manufacture two distinct versions: one designed for edge inference in Tesla vehicles and Optimus robots, and a high-performance variant built for xAI and SpaceX’s space data centers. Musk noted that existing suppliers simply can't keep pace, and the semiconductor industry is moving too slowly for his AI and robotics ambitions. </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 ELEVENLABS</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/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm9_5knbBTsFD5MHdCC6gCJZKpdOk7oPHm3KDCLtACiW7-hj9jTYQcXmSYKzSaP-UXGIU2y_jzAkcGd7QUoxdXs8sI77azI3ixoCKwAxutjrzgmkIHop0TQ-bq5b_ptkQ2WDvp1ihppPGmPTDMz8IkqK8vdWL-j0SkziJs-iXTPPQvAfpkVMezrL3FEwGN6u8IJX6nCjKHrPhaHWc8G4Arx3HMChaUTpQKXuwEotH5cMit7Q7TSBhH-4ixsBNwnPNwWMLned7QRrm-t1YEKNCEP/4p6/TkFOqOHWSrGZZr31UBgRug/h5/h001.oaZVGhcUEV2_6nEuJfAhaAoPaLmawYwWBcTUO3pfq-I" target="_blank" rel="noopener noreferrer nofollow"><span>AI and gaming? You haven’t seen nothing yet</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/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm9_5knbBTsFD5MHdCC6gCJZKpdOk7oPHm3KDCLtACiW7-hj9jTYQcXmSYKzSaP-UXGIU2y_jzAkcGd7QUoxdXs8sI77azI3ixoCKwAxutjrzgmkIHop0TQ-bq5b_ptkQ2WDvp1ihppPGmPTDMz8IkqK8vdWL-j0SkziJs-iXTPPQvAfpkVMezrL3FEwGN6u8IJX6nCjKHrPhaHWc8G4ArxockT_XRumqC-ZG_jEXT3jjg-mFbA_0o18bDNjSjDmT5EDnX_6axEnit_yEMduwCM/4p6/TkFOqOHWSrGZZr31UBgRug/h6/h001.WmwjBMhXWoOJ8HtI660EKSgomHfkdbagOWX1Aa_rg90" 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/4dd1d1a7-ad8c-4005-a87a-85d2c88b9531/ElevenLabs_Keynote_3__1_.jpg?t=1774250677" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:rgb(29, 28, 29);">AI is revolutionizing gaming like never before, but according to Supercell’s CEO Ilkka Paananen, </span><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm9_5knbBTsFD5MHdCC6gCJZKpdOk7oPHm3KDCLtACiW7-hj9jTYQcXmSYKzSaP-UXGIU2y_jzAkcGd7QUoxdXs8sI77azI3ixoCKwAxutjrzgmkIHop0TQ-bq5b_ptkQ2WDvp1ihppPGmPTDMz8IkqK8vdWL-j0SkziJs-iXTPPQvAfpkVMezrL3FEwGN6u8IJX6nCjKHrPhaHWc8G4ArxV8MKtK9rND3NNp9brZJj1jJinhY5ZEjt-Tvgqwi-4Cy5Pwvs6KGmUXFvIAb9wdjy/4p6/TkFOqOHWSrGZZr31UBgRug/h7/h001.5KL2cy_-q65CA22LPr1ZxSY_ZjZ8ZrAfGcKEIe_y_gc" target="_blank" rel="noopener noreferrer nofollow"><span>we can’t even fathom what’s next for AI gaming</span></a><span style="color:rgb(29, 28, 29);">. </span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm9_5knbBTsFD5MHdCC6gCJZKpdOk7oPHm3KDCLtACiW7-hj9jTYQcXmSYKzSaP-UXGIU2y_jzAkcGd7QUoxdXs8sI77azI3ixoCKwAxutjrzgmkIHop0TQ-bq5b_ptkQ2WDvp1ihppPGmPTDMz8IkqK8vdWL-j0SkziJs-iXTPPQvAfpkVMezrL3FEwGN6u8IJX6nCjKHrPhaHWc8G4Arx3JJ3KVt2sqS7Skj1x3l9pmyDt4rLR2xZxE2eXxSUfmPPjcOqLLAPaPdw2StAL7CK/4p6/TkFOqOHWSrGZZr31UBgRug/h8/h001.V5Fl8y2gyBeVQIiwQaZvk4vLNVjAew3A8P9EIWrpBw0" target="_blank" rel="noopener noreferrer nofollow"><span>Watch his live interview at the ElevenLabs summit</span></a> <span style="color:rgb(29, 28, 29);">as he explains the philosophy driving Supercell’s massive success with hits like </span><span style="color:rgb(29, 28, 29);font-weight:700;"><b>Clash of Clans and Boom Beach</b></span><span style="color:rgb(29, 28, 29);">, as well as how he’s preparing his company for AI. </span></p></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="color:rgb(29, 28, 29);font-weight:700;"><b>Why taking risk is so critical </b></span><span style="color:rgb(29, 28, 29);">and Supercell’s ‘Champagne Approach’</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="color:rgb(29, 28, 29);">How AI boosts creativity by shrinking iterating time to hours</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="color:rgb(29, 28, 29);">Why no one knows what’s coming for AI gaming</span></p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpILqUEvr6vriBFQ67yXIQmm9_5knbBTsFD5MHdCC6gCJZKpdOk7oPHm3KDCLtACiW7-hj9jTYQcXmSYKzSaP-UXGIU2y_jzAkcGd7QUoxdXs8sI77azI3ixoCKwAxutjrzgmkIHop0TQ-bq5b_ptkQ2WDvp1ihppPGmPTDMz8IkqK8vdWL-j0SkziJs-iXTPPQvAfpkVMezrL3FEwGN6u8IJX6nCjKHrPhaHWc8G4ArxgDzuqTCCyzs0nX_UfhgxX75dsrYR_oP4NHChQEchRwwNkU4DozXaJHh19YB1AhY4/4p6/TkFOqOHWSrGZZr31UBgRug/h9/h001.I5LIPPx53ipM2DJYXYHA6ob_3snWPdCIP4kXUGArLcs" target="_blank" rel="noopener noreferrer nofollow"><span>Watch it here.</span></a></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/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>Why MCP has the entire dev world arguing </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/eb8868a2-d38a-467c-af11-a9a3d6479113/CleanShot_2026-03-23_at_16.23.32_2x.jpg?t=1774263246" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-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 protocol backlash is brewing.</b> For months, an increasing number of devs have questioned whether MCP offers real value or simply adds unnecessary overhead to existing APIs. This debate reached a tipping point when Perplexity co-founder and CTO Denis Yarats <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_Ilt7SYlj_ntGRgmoOvhO-8bwOik89QVvkiDaTp3UIVDk9OZlad7mFtgHNqtOBwpoYViNA0NpUUh-PdWRKgvL92kk-97cFzQnY9l8SEv2hRMfsPcZggybOQkOiN3ljSRTfTudcea0KNH_UT2AYIQF42yKNh-W_ovw4tLgvITPU1IDfv-W4D9Pk1m8dXSJy5XaLAdPTph5Viza9goibUKuqpTkfh-gqF9Wd2BBgtd6eMxOxFeagqK8MFRRbkfSjeT5Mq8HMZOOYiIuvhunP08TuowqKFwoL03NOVru1wXLyv/4p6/TkFOqOHWSrGZZr31UBgRug/h10/h001._YFqU5qk0iRbUAbDApYoJcHmDf0_1c4TNSNMFQxQ__8" target="_blank" rel="noopener noreferrer nofollow"><span>revealed</span></a></b> at the Ask 2026 developer conference that the company is ditching MCP in favor of direct APIs and CLIs. </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>Not everyone needs a protocol.</b> CLI tools like curl and git already live in model training data, so agents can use them without schema overhead. Charles Chen, an engineering leader at the scheduling startup Motion, <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePe6AQHCCQ1XVxHkr1DRJBKENxvtbVyKotAtxgyWD42H2ceJVTCHYrnIlVQBTHjK3HqcQnN4DPQBTej82UaJRDxdHnYrVN2HkB9kNNdumfF8U-lfuGOs__k-thZwe17aFxt2AChsliY9YSjNOp4xieAfkRqjkcFEvI5AYauPYEXBB2CL92w0gzFVxY88QWhNTRvFz3txXxcBus1iedrWuxqu9vMyEVw5F9079hQjEgmB99QoC7JwIdH6JSm3o8ynOWk5gF9L17TVWm7cX-lK0CmIVLZfHxJs9UjBjA48uE4Q4/4p6/TkFOqOHWSrGZZr31UBgRug/h11/h001.tbWuECPlZmjKNAoWQ92SevyElT_Eovny4Gzq9rtFSb4" target="_blank" rel="noopener noreferrer nofollow"><span>argues</span></a></b> that a lightweight CLI wrapper is faster and more cost-effective for individual devs who only need to call a few APIs. </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 the debate has a blind spot.</b> MCP runs in two modes. Stdio (standard input/output) keeps the server local, on your machine. Remote HTTP puts it on a centralized server that every team connects to. Almost no one in the backlash separates the two. Centralized MCP gives teams one place to manage auth, track tools, and keep prompts consistent across agents. Glean co-founder Tony Gentilcore <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LxC9njPIWOrEnAo2PAzGx8EPaJTZvZ__uYknyWi8zoxOnYa4GvOrUStUIhLmQoVmVv-9efn5Co4S2wiKZpZQQJMGqxBA4xOqQTZjf2N93iirKu3rqg5tNf2qh8SfLZ3_ZefSyeAxUTl4xlnEpkcAeRWX7-YCLOL0RzuNQhVRJ2BNawAQjzJ8yZuamYDO6mhwBOuj833ELE9CXL9f0_eR75F8zj7Sjj-Jj3Sy_h5K1sKe--G0EFbxItUJJ3PVJJOazXdc1BtsuKCPW1wMBB2QKKg8OeQUgWAzn360q5AObkOe/4p6/TkFOqOHWSrGZZr31UBgRug/h12/h001.pWkpOeV4Euz8fJ9jDTbDuSNTJ_VyryPI3-B4QlANHxY" target="_blank" rel="noopener noreferrer nofollow"><span>calls</span></a> these platform-level questions, the kind CLIs were never built to answer. </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>Built for the boring layer.</b> The smartest teams aren't picking sides; they’re playing to the strengths of both. They stick with CLIs when a model already understands the tool, but pivot to MCP when they need a unified solution for auth, observability, and governance. The protocol got overhyped early on, but its real story was always enterprise adoption, and that part is just getting started. </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/f485029d-121f-4c30-b84a-70d22c265a86/CleanShot_2026-03-23_at_12.48.07_2x.jpg?t=1774250333" 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>The Playbook:</b> An Anthropic engineer dropped every Claude Code guide he's ever written into <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L6OUThKZPtznLuMKCXD39bUV7SBq72Ddh14PQYGYRrHNxD_ryIeDBsOxB3dygloqc8rLAfBQuJ1cHidQqUuNTALv8xsrYj8wsuv-d7RHLuTtU3_yUQoKkSHK383zohDkZbqajL3WjJhJtlipiLc-KgaQ3wbbi_l7_ZA8fp3u5AwGcIgIAiif5Lv0zhuxs761KjhsHINrzzw4VW3rGQBOyryj8XWTwV_sqhCZnT8T1e1bayVT9R7-fIlBYyxiKu2eWfk4b5hh8VMe6u12ONXHLGf5AMPTKyzrCgR4SY_XquGh/4p6/TkFOqOHWSrGZZr31UBgRug/h13/h001.naqEV2mGrUrdDlEpDLLiQxyW0aRcxe29fdWOnZfX8ik" target="_blank" rel="noopener noreferrer nofollow"><span><b>one thread</b></span></a>. If you're building with skills or agents, start here. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Zero to UI:</b> An engineer with no design experience is now shipping UI weekly, using a 3-layer <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyfsjTocIr15RrnuKzc5VHeIUSqokIa_8KgYO-uVBSbRy28JTsogv-48_-dQG6jZ2utYik5CvvAUd7FexXdh_bEsLrbOhZ5yGJ7Ai9hlhlB8pCLVUa0lCit8zZY5BAiH7NCBVat8_JgU_UXpVt4vqYs6JB2dTDeliBwfITguLdl9lqja2ZiExWDSS5qBkQMvTYCqXEBeynAxlgRCJiEmoe2Eg-RPfqI4DN71m0SOnzQb_a7qJdtlbcehkDoM8TQamysS-roJ1GFfk414XkBW-ABS1tHlvYNDyhZOL-c5j0wq/4p6/TkFOqOHWSrGZZr31UBgRug/h14/h001.gj3bo2zK_CwCBYlKqnV_sO-ABbIJaqgqHzlFr4mpTRE" target="_blank" rel="noopener noreferrer nofollow"><span>agent harness</span></a></b> across Claude Code, Cursor, and Codex. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Hidden Folder:</b> Most devs have never opened their .claude/ folder. This <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwAZ2DUq4oh1K0NIy1CUsCA5t0admA8dLFkarzP29yfIscRHw_o2A_yexb5ETO9Ja6x4KZ-RmTXkSn0bUGidBKA7sjjOzNQp14VbYgZ47MOBCAoKkIRWS9PyIcmNsEPmr3P9lHndia7drwvCtWvHF0Av5GBBwcfwujICttKtVM-oAGVNVdjQzXiihZqwdxqDDbDrlZxkwS0JKbqPDYSKTWFzzsArLp8cjQPfsiCtnoPVwUxN843AHkEMpJ-z6IRSBKpPOOyyvAjZcqyq_Tszo6fx3GW5ZPSNkfTFOGYn6ePF/4p6/TkFOqOHWSrGZZr31UBgRug/h15/h001.CfL4M9gU7zECjv2l1QkHfpxsHRQh4hkNy4JFAgn_XSc" target="_blank" rel="noopener noreferrer nofollow"><span>guide</span></a> walks through the full anatomy, from permissions to custom slash commands (2.5M 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>Claude Code Hacks:</b> A developer <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LzWzer3czJCORfspZFa6ESC7MNkPm4HLiwE2xwPxc9ouAsOsjLrBf76OG2bNnbRK1d6AxBjChFVsO9ShPucpwhu5JJ6RM-ei_aApFC22IWLfZ_fRo-PlHNdQNanekUk7wMSzzUp25cnUlLFApVw1mvOUM2JjfSw-f3Yr2O_LSDM6ESGAqFyIfrjUJ_CW4ZGx41S8UieY3FoZb3Nfabs-mV3bYJpx5Yr9u_MwVE3UDumN7g0ZzBkazMwj85SSVZdhZzEb-wvgKxB6X4y32dirFbw79XKWWGAC-dE_-wcLTO8c/4p6/TkFOqOHWSrGZZr31UBgRug/h16/h001.vukE1aj21zfWhGFTCESJ2kFJs-xRkeC792C4gJfNJfc" target="_blank" rel="noopener noreferrer nofollow"><span>broke down</span></a> his entire Claude Code workflow, from parallel sessions to voice-driven coding. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Post-Code Era:</b> Andrej Karpathy says he hasn't written a line of code since December 2025. His new <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lwk-Uhu4UkPklMJOn5tr32tLtac-O5WGbnEMnT2wi2ntjSCIQozdoUHuvMplGn209SvrgxcKOV2qDICtQYkSB9bFR4FJk-ZAzShEd58fXsj7-0rcAvUG0nxfx76Tnp1DBdSFu69ABUVELJLidDEqUSTNOIyoZJ7vRDsi5br6RJr_vJd6snGJ55PcKUzh6UNyEzE6r4rAPQ3x2oCVGuyYufdkHM_5pvhg6Gmiw0k4FGi7QxlWmfRcxPknJq0uyNCND5FgKYIHeniiIKR3DzeFfzTzeyim_OXA9FddszJpeFoR/4p6/TkFOqOHWSrGZZr31UBgRug/h17/h001.6S6dPHIpTeyGZ77g1jPd585d4R23YiU9oiLIjlh4IyM" target="_blank" rel="noopener noreferrer nofollow"><span>podcast</span></a></b> with Sarah Guo dives into the reasons (2.5M 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>Cowgorithm:</b> An AI startup makes solar-powered GPS collars that <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LybTk8P74m8-ONTEmC_BXqUW5wC457pDVXXMpnFswmbfO_WX39xTyvOY1NYxVJd8S_6tJ_UsOVis3P85rHXZoS9N3zRdIeDz6PoN4M5BN2aG_Qp89olIZLvP972ALXIVvluHYiCDx8nKSa0txHmp7VcmpBikpJ6mr-amOX6Jw0Bx_fFGP7IKrc0rh2Cmqh9vxFiNdxYLQ5bf9guYkcgsBHA4m_f3SPLUETiNNn4ylfLNqyonspo929u9HTfOhXNw5jQawtxKlc5nFnole9fMP7ZuAyaiYUgqkkIr8IAwR-pv/4p6/TkFOqOHWSrGZZr31UBgRug/h18/h001.GqmVyJth7yzcDSOzTlS8v-vQ4_2bRXgEQFH0-lfY5Mk" target="_blank" rel="noopener noreferrer nofollow"><span><b>monitor cows</b></span></a> (2.3M views). </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 save repeating workflows in Claude Code</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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwOA_sLcrCUluEUcJwm-cCyRXOyKznLRcFulPwdN9TWzXLdS9pyq2sG-EMDWlhaNeMrd09mfhPCk-B3RUiTYk09hhmxuleo6d6qeZV-eYiLIvlrQl80fTkaWgd92aEMgqBDefbOFN8wKHwZjREM6VG2XAh9AnnGXVSyPDrqb9ieh6YFpxrzeKnoc2PQk-wgmescxy3XAVIQ8PxwFwzUi4CqYx3vHEL7JJ0IPCWnYV7FayGKQhHt02WZN7pkTi8xQMI/4p6/TkFOqOHWSrGZZr31UBgRug/h19/h001.glI_eAgyp7JSchGAxK3U8a-uEiCO4eyeUhS0afVE7uw" 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/75164140-e5a3-47a2-98de-f0ab625cab95/CleanShot_2026-03-23_at_15.14.06_2x.jpg?t=1774259117" 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%;"> If you find yourself repeating the same sequence of prompts across different sessions, you can have Claude Code save that workflow as a reusable slash 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%;"> Meta staff engineer John Kim <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwOA_sLcrCUluEUcJwm-cCyRXOyKznLRcFulPwdN9TWzXLdS9pyq2sG-EMDWlhaNeMrd09mfhPCk-B3RUiTYk09hhmxuleo6d6qeZV-eYiLIvlrQl80fTkaWgd92aEMgqBDefbOFN8wKHwZjREM6VG2XAh9AnnGXVSyPDrqb9ieh6YFpxrzeKnoc2PQk-wgmeuWTR2vzAqs93FNgPDu8AzoQ_PuuNoIwmw5GhBgcbVjk5jxBwbUxYkOg3WXhBICBzo/4p6/TkFOqOHWSrGZZr31UBgRug/h20/h001.xlU7Y4zGO8hKoVJZg4AiQP4btZx8kjs5aX-j4BAkCwE" target="_blank" rel="noopener noreferrer nofollow"><span>demonstrated</span></a> this by asking Claude to pull articles about iOS from Hacker News and save a summary to his local “.claude” directory. Once the task was complete, he simply told Claude: </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>Save what we just did into a new skill called fetch-hackernews</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 generated a markdown file in “.claude/skills/” that contains a system prompt capturing the entire workflow. This file is automatically registered as “/fetch-hackernews” command, allowing you to rerun the whole process from scratch. When Kim wanted to add another source, he didn't need to manually edit the file, he simply told Claude: </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>Extend this fetch-hackernews skill to also pull from Apple developer news</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 updated the skill to incorporate the new source. This concept works for any repetitive task: from running test suites to generating changelogs or deployment checklists. Just run through the workflow once, ask Claude to save it, and you’ll have a custom slash command ready for future sessions. </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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwAG9CGeM0SC04k2-oH2tuosFlmzMmPn1QZYe4gPe-op4XMnXByhlBesTuEOBgGZfTT3c9gmfDV3irUMTw4J_VsF88ECK_kcMRtBOEBmQS6o7qoWEXE1GoOjILRHwnSYPyFntts-PxGREhfeRt_T7GyA-v3WJ2P1N9N98EmVHg-C-q3mdYXU_2ziJFNQ6ml8IiacKTgcuOV8S06kqyYx5K3uikkG0llCsnnLLGRtKyuf8YUuHfgF7_7mGEljOWjRVA/4p6/TkFOqOHWSrGZZr31UBgRug/h21/h001.vkFg9KvzWsrDpZ3VEmztcKPoDKUdadoMJc1h1G6bCIE" 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/4190ac32-5422-4b53-99d6-5a837b0b55dc/Untitled_design__23_.jpg?t=1774250510" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwAG9CGeM0SC04k2-oH2tuosFlmzMmPn1QZYe4gPe-op4XMnXByhlBesTuEOBgGZfTT3c9gmfDV3irUMTw4J_VsF88ECK_kcMRtBOEBmQS6o7qoWEXE1GoOjILRHwnSYPyFntts-PxGREhfeRt_T7GyA-v3WJ2P1N9N98EmVHg-C-q3mdYXU_2ziJFNQ6ml8Ig_bGaz9KNnhf1ARSA6gHKwEjTOtzWHZGdVFpye4VRJU3QDmt7CQju-70TMNYt4MpA/4p6/TkFOqOHWSrGZZr31UBgRug/h22/h001.OexotEt-BfgNM5lqKFMstyF4TGV-pceNntXd7Zv32p4" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to master agent teams in Claude Code:</b></span></a> This tutorial teaches you how to orchestrate multiple AI sub-agents to handle complex tasks in parallel. It covers practical use cases like full-stack development and debugging, plus best practices for managing context, avoiding file conflicts, and controlling costs. </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.yBywWjiZ7oCsTrXLmaNhkq58moAAxR-LIszoP4KtFKgNAb-1gFhd6xeNf6DYyUckG7aWe8rxuLlTjzbOVIdFoDOeW7aJW8m2GGsiyh_BNho5DCXKUuyp2aEYn6x6chmgv9WM-6KUYXYAC6ShiN30OeN51U-VuNb3kxp4xlOI-rWjYSfjGbXj4sqb2Mdc_ZbHv5NItKkUo4VTDe5nbAtVbTO1EQsDPh3YgV033L5HeI0GaMDHIZN6o6UwIl3w_1SrooqAKIGgMOqecEDPet83Id6e8igmbPFG41tD7ho7WtY/4p6/TkFOqOHWSrGZZr31UBgRug/h23/h001.Qv_xAcQe6Pw2RlujIz7zYm1fV4PX6cQGNETA-FhKjXM" target="_blank" rel="noopener noreferrer nofollow"><span>OpenViking:</span></a> An open-source context database built for AI agents. It manages everything an agent needs (memory, resources, skills) through a file system paradigm, which means context gets delivered hierarchically and the system can evolve on its own over time. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><b>Trending 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.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjOqEjwdPKVSvl-zcLZcx_u-JQePnaasU0BxveJdB1cEc-JF3i_47N-UB77WDYHRy1tnKj6CKkKZsXPY3-6DoV5IoghGcRSNrzlgeN4lqPGRYxKBSN7LRy9A5MnwJQR3U31bol91MFOIKgQSBfSGVZdtUqUOobNvU8SxV8xIaGmtLl1XtLk_xgT-fS_yEHI39h4vVhwWmYR5DVLWJMcBkjl-RnEIvZQpJBs3EHzwrla41Y-EKkE1DQRBcDgfE88d4Sw/4p6/TkFOqOHWSrGZZr31UBgRug/h24/h001.iMFSIpZOuebRzKieBmXpmq5grusp6sheB3JD2213EbY" target="_blank" rel="noopener noreferrer nofollow"><span><b>Automating skill acquisition of agentic repositories:</b></span></a> <span style="font-family:"Google Sans Text", sans-serif;">AI models are bad at complex, step-by-step tasks, and teaching them manually takes forever. But if you automatically extract and standardize skills from open-source code instead, learning efficiency jumps 40% while staying at human-level quality.</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. Showcase your product to our 200K+ engineers and 100K+ followers on socials. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA5859IGwx_me-giRvco4rtxNUhrqQ5I5oxGEW4jaiQx29CTWd_XtgzrFvUyCPpupj-R7UD4lJPU0Yt1rAnn5M9SrV-pdsdY2dtSAPsglkQfoHhnfhZ1upF4d4Nd1Qq3qqtR0vnxNLr_89ZOKgR6DvE7LXMsi9Bli01d3iYlrbYvCecE/4p6/TkFOqOHWSrGZZr31UBgRug/h25/h001.qHL0EOdxUQeb7aH2bhTQEQxNW21WyVaJNMlJXYzvhP0" 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; 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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_h9ck9FHbNLlTDBt79GpWq05DG-9DuqMsyg0nHRPW-VKzFJMKslYV5JfN90qtrock3pl1HU44jeZPfzod6eQ09nQ6aEbdweohilBuVMwkBkYYoPxuNFL3vmDFkISdwvZIyaOH6rf8YlPrPwSxGwkg8SRPpHz8zhuQpj-qJBclnapmACLnWHhzZh9V0GaFTMXGiiwLM44NWi-tD53JS37-ARmS5KJS3UMguY9b8wmIqSnbe3fWmfYO8DSxXQ4ZkBTYCxQfE8vrHNtmxu7Fx1K3OchO-neWGsqAC2OsVB6CvCc49ehqrF_fS1Wjzja7E8lQw_-ifbJd2u9lE3kkBYCkm93qbaelgHsqySGLQ0T-KTGBWcqpugXGfU4zHzl9Ttj9-GGILSgXAPDwSHhAjcGj_fcXxDYyR6L8rv-VsG1JsoK7Lj72OGjZIIiiDKl1RPOwnSlXcW1uFIatKJD-iyI4kq2unTN2dwz3WgSMHj2tbZrsw5E3iOVmr6f5OiEHXeNI8iJoA7oxmZ2WQbTfRn2_Pt9aR45qYVhC9KLo5O3jqySX50frEmMmYZ5LHmDk0s2xsCCy-z8hq_pK72Oo73oENcvydMRAcJgW2Q0LuJejM5gZH-PEMkiyH-uW7IPxQxYZzHpMkVmRe4-HPh_pICczpluVdCwUdJk5r-cJAn4Fc4CKucyGtO5redGE0eclM5RN1MUjcS9PcZKr5Gu0IXvbgwMsN5zO6dCO8UvFr-b2vRoF1SsHbYRVgwd4tWuNoVeOdk9gNSQnJzGcBg5Zd2JNr1oadjlMZ9l_NY6Gv6j4lWVSp-tA-ecJCPVsY6bWap1lrizPsoP3sFq3pg9Dfz-Am0NsU3PC6TneViiIxFAnzDEwriROiiY0Wuwp-gYkrExswnITo5D3ZtNetjfgFQu3DCOY2icAOW6/4p6/TkFOqOHWSrGZZr31UBgRug/h27/h001.QbIzb36gjkVJPeE2ahIXIAEsZOWxpx_XlKWm71rLC7k"><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; 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**Welcome back.** AI agents can reason, plan, and write code — but long-term memory is still a hard problem. A Silicon Valley startup just cracked it. They hit 99% accuracy on long-term memory by ditching vector databases completely. And they're open-sourcing the whole thing in 11 days.
**Also:** A senior dev revealed all his Claude Code hacks, ship quality UI with a three-layer agent harness, and why Andrej Karpathy hasn't written code since December.
--------------------
### **Today’s Insights**
* Powerful new updates and hacks for devs
* Why MCP has the entire dev world arguing
* How to save repeating workflows in Claude Code
* Trending social posts, top repos, and more
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##### **TODAY IN PROGRAMMING**
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Caption: Supermemory's architecture vs. every major competitor.
--------------------
**Supermemory hits 99% accuracy with a new agent memory technique:** The AI startup just dropped [ASMR](https://x.com/DhravyaShah/status/2035517012647272689) (Agentic Search and Memory Retrieval), an experimental system that replaces vector search for parallel teams of specialized agents. These agents actively read, analyze, and extract facts from long conversation histories. This approach boosted their LongMemEval benchmark score from 85% to 98.6% in just a few months, all without a vector database. The team plans to open-source the full code in early April.
**Cursor reveals Composer 2 is built on Moonshot's open-source model:** The coding startup just [admitted](https://x.com/i/trending/2034916204612042779) that Composer 2 is powered by Moonshot AI's Kimi-k2.5, a 1-trillion-parameter open-source model that went uncredited at launch. Co-founder Aman Sanger [acknowledged](https://x.com/amanrsanger/status/2035079293257359663) leaving the Kimi base out of the original announcement. Cursor essentially took that foundation and applied continued pre-training and reinforcement learning using four times the original compute, ultimately pushing the model to frontier-level coding benchmarks.
**Musk announces custom chip factory for Tesla, xAI, and SpaceX:** The Tesla CEO just unveiled [Terafab](https://www.reuters.com/business/autos-transportation/musk-says-spacex-tesla-build-advanced-chip-factories-austin-2026-03-22/), an Austin-based semiconductor plant where Tesla and SpaceX will team up to produce proprietary 2-nanometer chips. The facility will manufacture two distinct versions: one designed for edge inference in Tesla vehicles and Optimus robots, and a high-performance variant built for xAI and SpaceX’s space data centers. Musk noted that existing suppliers simply can't keep pace, and the semiconductor industry is moving too slowly for his AI and robotics ambitions.
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##### **PRESENTED BY ELEVENLABS**
## [AI and gaming? You haven’t seen nothing yet](https://r2trck.com/the-code-elevenlabs-b-11?utm_medium=email-media-newsletter&utm_source=the-code-r&utm_campaign=building-games-in-the-ai-era-cpa&utm_content=paid&utm_term=3-2-2026)
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Follow image link: (https://r2trck.com/the-code-elevenlabs-b-11?utm_medium=email-media-newsletter&utm_source=the-code-r&utm_campaign=building-games-in-the-ai-era-cpa&utm_content=paid&utm_term=3-2-2026)
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AI is revolutionizing gaming like never before, but according to Supercell’s CEO Ilkka Paananen, [we can’t even fathom what’s next for AI gaming](https://r2trck.com/the-code-elevenlabs-b-11?utm_medium=email-media-newsletter&utm_source=the-code-r&utm_campaign=building-games-in-the-ai-era-cpa&utm_content=paid&utm_term=3-2-2026).
[Watch his live interview at the ElevenLabs summit](https://r2trck.com/the-code-elevenlabs-b-11?utm_medium=email-media-newsletter&utm_source=the-code-r&utm_campaign=building-games-in-the-ai-era-cpa&utm_content=paid&utm_term=3-2-2026) as he explains the philosophy driving Supercell’s massive success with hits like **Clash of Clans and Boom Beach**, as well as how he’s preparing his company for AI.
* **Why taking risk is so critical **and Supercell’s ‘Champagne Approach’
* How AI boosts creativity by shrinking iterating time to hours
* Why no one knows what’s coming for AI gaming
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##### **INSIGHT**
## **Why MCP has the entire dev world arguing **
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**A protocol backlash is brewing.** For months, an increasing number of devs have questioned whether MCP offers real value or simply adds unnecessary overhead to existing APIs. This debate reached a tipping point when Perplexity co-founder and CTO Denis Yarats **[revealed](https://x.com/morganlinton/status/2031795683897077965)** at the Ask 2026 developer conference that the company is ditching MCP in favor of direct APIs and CLIs.
**Not everyone needs a protocol.** CLI tools like curl and git already live in model training data, so agents can use them without schema overhead. Charles Chen, an engineering leader at the scheduling startup Motion, **[argues](https://chrlschn.dev/blog/2026/03/mcp-is-dead-long-live-mcp/)** that a lightweight CLI wrapper is faster and more cost-effective for individual devs who only need to call a few APIs.
**But the debate has a blind spot.** MCP runs in two modes. Stdio (standard input/output) keeps the server local, on your machine. Remote HTTP puts it on a centralized server that every team connects to. Almost no one in the backlash separates the two. Centralized MCP gives teams one place to manage auth, track tools, and keep prompts consistent across agents. Glean co-founder Tony Gentilcore [calls](https://x.com/tonygentilcore/status/2034004537766514908) these platform-level questions, the kind CLIs were never built to answer.
**Built for the boring layer.** The smartest teams aren't picking sides; they’re playing to the strengths of both. They stick with CLIs when a model already understands the tool, but pivot to MCP when they need a unified solution for auth, observability, and governance. The protocol got overhyped early on, but its real story was always enterprise adoption, and that part is just getting started.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the day.
--------------------
* **The Playbook:** An Anthropic engineer dropped every Claude Code guide he's ever written into [**one thread**](https://x.com/trq212/status/2035372716820218141). If you're building with skills or agents, start here.
* **Zero to UI:** An engineer with no design experience is now shipping UI weekly, using a 3-layer **[agent harness](https://x.com/neethanwu/status/2034786360356204934)** across Claude Code, Cursor, and Codex.
* **Hidden Folder:** Most devs have never opened their .claude/ folder. This [guide](https://x.com/akshay_pachaar/status/2035341800739877091) walks through the full anatomy, from permissions to custom slash commands (2.5M views).
* **Claude Code Hacks:** A developer [broke down](https://x.com/mvanhorn/status/2035857346602340637) his entire Claude Code workflow, from parallel sessions to voice-driven coding.
* **Post-Code Era:** Andrej Karpathy says he hasn't written a line of code since December 2025. His new **[podcast](https://x.com/saranormous/status/2035080458304987603)** with Sarah Guo dives into the reasons (2.5M views).
* **Cowgorithm:** An AI startup makes solar-powered GPS collars that [**monitor cows**](https://x.com/cryptopunk7213/status/2035485927829610957) (2.3M views).
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##### **AI CODING HACK**
## **How to save repeating workflows in Claude Code**
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Follow image link: (https://www.youtube.com/watch?v=mZzhfPle9QU)
Caption:
--------------------
If you find yourself repeating the same sequence of prompts across different sessions, you can have Claude Code save that workflow as a reusable slash command.
Meta staff engineer John Kim [demonstrated](https://www.youtube.com/watch?v=mZzhfPle9QU) this by asking Claude to pull articles about iOS from Hacker News and save a summary to his local “.claude” directory. Once the task was complete, he simply told Claude:
```
Save what we just did into a new skill called fetch-hackernews
```
Claude generated a markdown file in “.claude/skills/” that contains a system prompt capturing the entire workflow. This file is automatically registered as “/fetch-hackernews” command, allowing you to rerun the whole process from scratch. When Kim wanted to add another source, he didn't need to manually edit the file, he simply told Claude:
```
Extend this fetch-hackernews skill to also pull from Apple developer news
```
Claude updated the skill to incorporate the new source. This concept works for any repetitive task: from running test suites to generating changelogs or deployment checklists. Just run through the workflow once, ask Claude to save it, and you’ll have a custom slash command ready for future sessions.
----------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:
----------
##### **TOP & TRENDING RESOURCES**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/4190ac32-5422-4b53-99d6-5a837b0b55dc/Untitled_design__23_.jpg?t=1774250510)
Follow image link: (https://www.youtube.com/watch?v=1JeDsxnX1nY)
Caption: Click here to watch the tutorial.
--------------------
### **Top Tutorial**
[**How to master agent teams in Claude Code:**](https://www.youtube.com/watch?v=1JeDsxnX1nY) This tutorial teaches you how to orchestrate multiple AI sub-agents to handle complex tasks in parallel. It covers practical use cases like full-stack development and debugging, plus best practices for managing context, avoiding file conflicts, and controlling costs.
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### **Top Repo**
[OpenViking:](https://github.com/volcengine/OpenViking) An open-source context database built for AI agents. It manages everything an agent needs (memory, resources, skills) through a file system paradigm, which means context gets delivered hierarchically and the system can evolve on its own over time.
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### **Trending Paper**
[**Automating skill acquisition of agentic repositories:**](https://arxiv.org/abs/2603.11808) AI models are bad at complex, step-by-step tasks, and teaching them manually takes forever. But if you automatically extract and standardize skills from open-source code instead, learning efficiency jumps 40% while staying at human-level quality.
--------------------
==**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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Until next time — The Code team
----------
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