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✈️ Hypersonic drone nails flight test Sun, 08 Mar 2026 16:06:32 GMT
🚗 Tesla hits another big milestone Sat, 07 Mar 2026 16:06:42 GMT
🦾 ChatGPT 5.4 is here Fri, 06 Mar 2026 14:14:34 GMT
🚀 OpenAI drops GPT-5.4 Fri, 06 Mar 2026 14:06:07 GMT
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💬 OpenAI's less cringe model Wed, 04 Mar 2026 14:10:45 GMT
🗺️ SitDeck: Build CIA-quality dashboards Tue, 03 Mar 2026 14:09:51 GMT
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From: "The Code" <thecode@...
To: [email protected]
Date: Wed, 04 Mar 2026 14:10:45 GMT
Subject: 💬 OpenAI's less cringe model

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} ul { margin-left:0px !important; margin-right:10px !important; margin-top:20px !important; margin-bottom:20px !important; } ul li { margin-left: 0px !important; mso-special-format: decimal; } ol { margin-left:0px !important; margin-right:10px !important; margin-top:20px !important; margin-bottom:20px !important; } ol li { margin-left: 0px !important; mso-special-format: decimal; } li.listItem { margin-left:15px !important; margin-top:0px !important; } .paddingDesktop { padding: 10px 0 !important; } .edm_outlooklist { margin-left: -20px !important; } .embedImage { display:none !important; } </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: 50 Hacks for AI-Assisted Engineering &#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204;&#160;&#8204; </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 04, 2026 &nbsp; | &nbsp; <a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tV9bFloLGaTKyL7xNLxv_evHhxVLqvTFLlJL1ZgiXhkvvVGfx1I7R3Hl5jvk-I0KVxLjNuKkKcdPQnFvRd7zkBuJjeGQj8pybSfnuAsgS5If5C6KtImTc4fPMkI2szEMv2opV7AX1008v3FY_J8wUMTkrY9G6fuTlwozeWb8DcK6m7ilXnDn5WmBqMWQOMXFW8JrPjoGW1Hwyb-Rzji0zBVXWQup6QloWcxG6J5cTs0VSCevUc_L78vyZxedH-0WLrGnThiUqjzL08FBJZqJPysSWARs6jkF-QkOBJsaiy8bj_utnDuXHG9fpyVwvf6iIvuGsvmTsO9vD6-etBdDdLkBHTjHUpMFos56K_30MyJ7B3kXjkT7Ct7cHgftWd285FpL3xM9VK7uNmv5acu0fZdT-oXlAsxCYT8OxiBVdmmBRXDl2LPUn9f6SzSUr8D4rDeXmufuYDOLwSxpYAqVBbEcQr3hj3o-6XhxtDaGnaySmXB3WFRskHZ-3DBtAc6ONAGmWTwycmwclrDhkFOgbRE6Xdd6nEnmqhsHxjyRc74ExEF-Qu-wKHJEECctUsiz7GjEz4wFo9Jz139AjC-9ZXNBlCR2_EbPs2QS3tB-EeOczay0DaHb_49JZX8HaSru2BiA4nU6_XkBmnQd3_rST6611P4kDjdcV1RqwunapgCLZX-vEX53-1XZROmmakQEHPwPadhGllRdtsle6Z-mRyHtNxIy_ZhhpVFsSWZ9zMKZ56BCnZS3aPPQjVTmZqmXcm77GRrGlEp4tKMFAENb0Xrd7RSZCkKGcvx8dQZ5M0C8SV7zcMcdJtVpuD3cmjTmJEL6VXD_9J8uS3BQv3uCzgaKzkTaZJujMQFppSiM-NKGrU5cfqOXnSoUTV0_NNroGVdkzFffKc25BRejNVRcSIWNLHZOplfco2-qKHZMDjdDQshEYOoehiK-gmgFe_h1dtc2g4WN_VenAQA4fA9ddX_FIsyRzY7Wv1zISeS48TPw/4on/InWNweBoR_SsANH9s3_1Aw/h0/h001.3JcPe4NnNjp9XmDKm1V5nU41DJtN_rZ7PDVs_FKFysw"><span class="translation_missing" title="translation missing: en.templates.posts.email.header.read_online">Read Online</span></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/4on/InWNweBoR_SsANH9s3_1Aw/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> For years, the AI race has been one thing: bigger numbers, better benchmarks, and louder launches. OpenAI just blinked first. Their latest drop, GPT-5.3 Instant, skips the benchmark flexing entirely and focuses on something quieter. </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 become a world-class Agentic Engineer, 50 practical hacks for AI-assisted engineering and a portable device that detects and jams nearby microphones. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> &nbsp; </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;"> Block just fired 4,000 people due to an AI agent </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> How to stop OpenClaw agents from faking progress </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;"> &nbsp; </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.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g8vpL1toVmLru7psu16Z53bgcFdNvcSknUYuO3Dazks266VWsQRWR1EB1z6_aANf9UOun3ckeVfGgOcbl1a4Yg7DHZGwC9ELwuUGUIKa1PqCpIhPluEAVECYbkLDgLZghmeEBmzpzbvYVi3cqRnD5TjRws1Ry4jdqatbCa7r1WXQg-7fYGRfMdnYIZECICy5DSQWwGDHu970qCIXan-vt11-r1wqziw1WDLp2kEM_13H5FkfnQ7jHCXKF7xrrcukO1XQuoARcyzn3VydBjNTfE3tllXwhkEE6RVzVAyulVBBuwi8RywYiRYBPGkYl0l37t_xqb-nTM0J-1vXvbqywOn/4on/InWNweBoR_SsANH9s3_1Aw/h1/h001.Gn5blIiZNwVvNVfFlV9U9WW1jeWkWMG3_zakWru9FEE" 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/5e7c2cac-5a06-46cb-8676-b6d290635abe/Black_and_Green_Modern_Finance_Business_Report_Presentation__11_.jpg?t=1772610851" 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 GPT 5.3 Web Search in action</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>OpenAI tunes its busiest model for smoother conversations:</b> The AI lab shipped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g8vpL1toVmLru7psu16Z53bw_dkn3wpNHQerdSewKFbEfPZKdoT_-a6V2gPg4Ab_7-dT0BZ_TLVAUE0Wmay2v8QMMxuvDPKYEuIW2VYSG1jjKqYDgifcJivd3j31xdtCgIechxGFaBe0ir1Hklhh4hB5_IBSlShcu-RaJ6cRh21aM96PALcEKtbNNk5WvREeemiSXhlDcA7eAPebumH5-7GZyfm1qgS4GRVnnCa45szvGukxYkV36cw-bh6peu75BOKzSsieHpgr6kEKpGxYDkzUAvdmRNBYX8W_4e3sdM-fc6sSJL2erKymvUV8MoOQ6c/4on/InWNweBoR_SsANH9s3_1Aw/h2/h001.48Y23JYvWi4V0b0H92QslPy11vsLYfSvquzDPf1TrU8" target="_blank" rel="noopener noreferrer nofollow"><span>GPT-5.3 Instant</span></a>, an update focused on tone, relevance, and conversational flow rather than raw performance gains. The model is less likely to refuse reasonable questions or add unnecessary warnings before answering, gives better answers when pulling from the web, and makes fewer factual errors (down by up to 26.8%). Developers can access it via the API now as “gpt-5.3-chat-latest”. </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>Apple refreshes MacBook lineup with M5 chips:</b> The tech giant just launched new <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqupq-ZjQSEWwjlNSjPy-cU4jGSBOYg83r0t_g29qgkcbEmC1G3kHeEOjc7bX6dvF9XM7hdCXZfGRDk2lO0eQHI248ennTe_XTiY8PwuLY3akZneApsfqGBs0Kp6cxljjg0xR3vJCp-qz0enCthmUujkRY5rB6XWmjltPyczY-FRBc66XmCKTCgkzDIiovfEQ6h1_7tb9vjHkMHYDFVjYGoYDl_v77b-ClWhlAmQGyMbNhdVqk-q1cbMi5Fd6sdgWB4HTf2J1yFjPjMXEQXYQwN0ZWV-joWCPVbiTl6a_xuP5_UxIhrFQHLDAH3TPVJOjBZOW0bPCbTGZqScAoxbbYSNyTeNOudZ3ZLFQruxdEN_WJeWcsa37um9URf7Ng-OXrFpc9YNzDf2RxFcMyGpHzUaSiDo_5OPaSI5DVDp45Hpc8/4on/InWNweBoR_SsANH9s3_1Aw/h3/h001.YlsHilPO658vxMUl5Y2CJ-XY1UmU1N1YgMn-rGKHUjQ" target="_blank" rel="noopener noreferrer nofollow"><span>MacBook Pro</span></a> and <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqupq-ZjQSEWwjlNSjPy-cU4jGSBOYg83r0t_g29qgkcbELxl6yXiiW6isgwkxnkyi_qahIaJjLXcdi1RjyaPwzFLRlqgeYODITjQUvJ041YFlcT3PBf3y037lZiPaNYcfDpVAbucj_FWOxDlUda3NPmt0EooFcopGD56GxIv9x--gg2trq6Fd1BGXLWGMul5vvwp2jH-jXPdFnrFUG7s0ko4stdOMcpiSgHBT022yQFbnWAAnkY6s1ekUqYmAP6LCQbUHG4XwCVJImp0YfrhAV9NkTKhoYo-dDGdJrX9q61ZLUILzt3g2Z3yPnSD7J5vFM7eqncllUf8caZZijOqPv0LHxvfl-PQ9JXiQpP__2FNMkneKCzzlB77pXsYC9wvnisgHAfr1P0fuv5m95XThqAk/4on/InWNweBoR_SsANH9s3_1Aw/h4/h001.zu7bzuI0hzW-VySmqiqbUv1-r3vDwZQ5fQ_Ea13CQME" target="_blank" rel="noopener noreferrer nofollow"><span>MacBook Air </span></a>models, both powered by M5 silicon. The Pro version delivers up to 4x faster LLM prompt processing than its predecessor — a notable gain for teams running AI models locally. The Air doubles base storage to 512GB at $1,099, while the Pro starts at $2,199. You can pre-order <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquurcfOpUIETGm9EJr3NsJgSwIx1mr7clKgUQ_ZWHN7_knb-1CxQ1Bvd0LaBtzSSzmlQXQQqRW55xf8XseQ6x9cBMjpwwd-KWCcGZMdGtV-cYOas8KFhdGMt0YZz9cS-i_wkgZeCRWGBFTgq7k9TMaBEa3VPeCSEF0l6dOL7cntxWhJL-klAzrSXhr8f7Ii74zSgdGjQ8uzvlSzn6HztxShWZi55kTGzFR584r7C_0zt0oSOi6MdgodqBOysBfAQXUSHLozf0N2n0E0UYIGHHc6R0WX-nYMtDVZJW25oBJr5V8WowZdI25mcZTJAlHUOtJA/4on/InWNweBoR_SsANH9s3_1Aw/h5/h001.LlvSv7TQ1wC_0zlT0Iy3eSpVFi9yEwVIbWgrWKc4Lh8" target="_blank" rel="noopener noreferrer nofollow"><span>here</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>Google launches its fastest, cheapest Gemini 3 model yet:</b> The search giant just released <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIAGQZmb0x9YTiAbUsrUYpyBwwSOxqUY227zPaBTj3Hz5is0Ya6tubsHD_dKGIot3nZpBhq06m2um4mcgxdI8t2mq504hPVv7_c2Hb2vQ70kvb3Qbe5rBG9_kscBEwmwWbwBTIWGS7MmlqykR5HElILNjfmuFNbn49yqhao-PZ_6_mMieE5ja2XF8ujpFVYmvzrJkd284Ca0HACDDJEZm8W2sGfAT8SvSFVP8-UdVxN2-3IKksrV0sZilr24SH1jBJeDIVZWCPIP_xAOvF3MUlZrnVc-5ImSx6nPEAHNVXRF-mWh27XlocgYkn6dKM0j473bPXp4H15tW2Ol7k2lfWVIPc_Bp9LnGCoDDY-rCeT4tNLwXyJXNsQ66KJ423PM0hJH0kr8RzQqnM1CFtW7Rs594/4on/InWNweBoR_SsANH9s3_1Aw/h6/h001.EyL-Q2uNilJy093Jhwwgd67_4a6kNgppUIqEKVCrFnw" target="_blank" rel="noopener noreferrer nofollow"><span>Gemini 3.1 Flash-Lite</span></a>, priced at $0.25/1M input tokens — a fraction of larger model costs. It runs 2.5X faster than 2.5 Flash and comes with adjustable thinking levels, letting teams dial reasoning up or down depending on workload complexity. It&#39;s available now via the Gemini API in Google AI Studio and Vertex AI. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> &nbsp; </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:#030712;font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>PRESENTED BY SPINACH AI</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.AtRzLqL3EQmRcf6rV4XquuY8ke2uYTUbbrB6QuCS66vmyEMU7z7EGSGnRxNSoTPfGnJ_zuFNhJ_fx8e4FlAsKVai1bsHilp5nqsK7OllLnC58IroZ4bNq1zi7nzoflRXGxa41LW99PyEns7s0dByE9jrjbdXBT3HE5yR3pwhzoXVznhxu3HH0vgkEz8lGdYU-vrt0jRR-Kv2EuV5ubDxEw/4on/InWNweBoR_SsANH9s3_1Aw/h7/h001.jpPywF-8LfX_MYb_rcnTg-1PU0nhWAEXzPObKEItKm0" target="_blank" rel="noopener noreferrer nofollow"><span>How to Go from Meeting to PR with Spinach MCP</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.AtRzLqL3EQmRcf6rV4XquuY8ke2uYTUbbrB6QuCS66vmyEMU7z7EGSGnRxNSoTPfGnJ_zuFNhJ_fx8e4FlAsKVai1bsHilp5nqsK7OllLnC58IroZ4bNq1zi7nzoflRXGxa41LW99PyEns7s0dByE0ShiyOQ05fv-ikPDN5g31pItury1M3hakvnX6kWJ0pkKDA1CvFLXUuqNwNFEaarEw/4on/InWNweBoR_SsANH9s3_1Aw/h8/h001.SLJv9KQXXHiOp_G9igI1HYydywcnpHKiy9krfbPcAus" 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/91464282-5c41-412e-9c01-6997e912d95b/The_Code_3.4.26__1_.jpg?t=1772550583" 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%;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuY8ke2uYTUbbrB6QuCS66vmyEMU7z7EGSGnRxNSoTPfGnJ_zuFNhJ_fx8e4FlAsKVai1bsHilp5nqsK7OllLnC58IroZ4bNq1zi7nzoflRXGxa41LW99PyEns7s0dByE91QCw1lRm2Qjk1ISqatJVX7KtSbaqyoHGewLo7v-O67QyVMICBHOnjJEFq764Eyvg/4on/InWNweBoR_SsANH9s3_1Aw/h9/h001.IOcd6r_Q3CXpGA2Ouy5ZeaPA-sfJgXFgy92gWjMW9FI" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: rgb(53, 147, 255);"><span style="color: rgb(53, 147, 255);">Spinach AI</span></a></b> is the most accurate AI notetaker for humans, and now also serves your agents!<br><br>Give your coding agents the missing context they need by <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuY8ke2uYTUbbrB6QuCS66vmyEMU7z7EGSGnRxNSoTPfGnJ_zuFNhJ_fx8e4FlAsKVai1bsHilp5nqsK7OllLnC58IroZ4bNq1zi7nzoflRXGxa41LW99PyEns7s0dByE-kXwnJd0Upw7etmclZCo0nBPO28yK1w2doMusc9TOI5Xj_Bjixtw7lSCnO02s1OsA/4on/InWNweBoR_SsANH9s3_1Aw/h10/h001.wYcufHrOn75A9ZBB-zRuLKkAdjbH7MSyT34SSWyqges" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: rgb(53, 147, 255);"><span style="color: rgb(53, 147, 255);">connecting Spinach MCP directly to Claude Code, Cursor, Codex, Devin, Glean</span></a> and other agents.<br><br>Spinach also lets you create tasks and tickets in Linear, Jira, Asana, Monday, ClickUp or Trello and write documentation in Notion, Confluence or Google Docs.<br><br>Spinach AI is backed by top investors like Y Combinator, Zoom & Atlassian and trusted by over 500,000 professionals.<br><br><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquuY8ke2uYTUbbrB6QuCS66vmyEMU7z7EGSGnRxNSoTPfGnJ_zuFNhJ_fx8e4FlAsKVai1bsHilp5nqsK7OllLnC58IroZ4bNq1zi7nzoflRXGxa41LW99PyEns7s0dByEzYn4za72Ca5UcDdbLL0QO2IEKCaUuHQZcNJXUvouMe6KT4dZpjgH2omHNfZCuI1Wg/4on/InWNweBoR_SsANH9s3_1Aw/h11/h001.ESnc3qJelimEme-tI5qpe9X2436mumZHqttl9mJQzgE" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: rgb(53, 147, 255);"><span style="color: rgb(53, 147, 255);">Give it a try</span></a></b></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> &nbsp; </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>Block just fired 4,000 people due to an AI agent — and its stock soared</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/2f864ae4-a92b-41ef-840d-b5583d281474/superhumanteam_a_software_engineering_team_working_on_their_i_2384385d-9a2d-48f4-88b1-be74e8fa0a22_0.jpg?t=1772609188" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Source: The Code, Superhuman</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:12.0px 12.0px 12.0px 12.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Block cuts its workforce.</b> Last week, Block cut roughly half its employees due to AI while posting its best quarter in company history. But this wasn’t another corporate restructuring vaguely attributed to AI. CEO Jack Dorsey documented his reasoning in a <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L4WolpICloDmQguvpC210BgA3zIjkPtEpEnoxKxaUrprf9VRmchVYs6PILIso4HXxo4Cpmkaixtnqprl10lmb9YdUOirikCHVYVDvuo92TDPSo6e2ml0Z9zoxcQu0zP9i0zzJL7Fa3wl2xGZXXGbt2kP-dOWJcVTdcrdw9rK_TPJU9SsJsbXxn6JNKvf5hAqsJuTVX4CIo2h7xQB9RkS012Y_rSun0R2J1B_560Gow_E4uMuSZud-Q_1mXxkdgcSUmSHkcwBNqnCplIxPcNERUkutzTT2rwDj_Q6Nms07E1pnwAy2a8czA3PKiy50GLyYkecJZmK_QEtyzuRIchvG3A/4on/InWNweBoR_SsANH9s3_1Aw/h12/h001.F-vhChxZwwjoQiDN9qXfOYnJoVpU1TR1rYAbFxcTJNI" target="_blank" rel="noopener noreferrer nofollow"><span>post</span></a> that’s racked up 62M views — and it offers a glimpse into what the future might hold. </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 receipts.</b> Block’s business isn’t struggling. It’s thriving. The company just posted 24% quarterly gross profit growth, raised guidance for next year, and can afford <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2K4UXucb5bbbYmXzTiaKS3qwb7_onwvGmxS1NFkeyv62YMe0BPtMJ7PhcvKnV3cm7mVzuoJ8ZKhw5S6_8g0FMwmahhTtmB6VIegfSMx_hAZLsuILOXwYZsCQHfIZOi12TtQpXCSTdKUs_Tg-FAC054dA5MAQCSJXTrNc4egKVICx0C4rEAR5aLHlMJkBW7upom3rNJxvUBtU5bbRUXTUGamJfzLx7ALJ5BhvOlVcCIOak2EWDscjlfhflbhOhmlGD23cJ6SXvqcLAoWosMjqcZFhryNgwqNRWu3xyIa2Pk1AYAqlex5awEd_bk3AmV_kVZ6WLOALhFl40qelug4Wd3eerIIqpQGwY15Es2wgphC_P4fm8e_QrwplZwlEVIOQ7euSUVifCSHA8Mkh-KnniemQb6LnJ1oOudGwifAuhj-u/4on/InWNweBoR_SsANH9s3_1Aw/h13/h001.dDrpRi45MkJHni8zSR5TCDI2MSoBFTmofGw3LuuSBHE" target="_blank" rel="noopener noreferrer nofollow"><span>generous</span></a> severance packages. So why the layoffs? Dorsey attributed the decision to an internal AI agent called Goose, which has boosted code output per engineer by 40% and “enabled a new way of working.” </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 stock market’s verdict.</b> With these layoffs, Block nearly doubled its revenue per employee from roughly $2.2M to $4.2M — and the stock soared 15+%. The message to every leadership team with stock-based compensation packages is now clear: Replacing headcount with AI gets rewarded. </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 it’s a Two-Quarter Toss-up.</b> Block is betting that AI has already crossed the threshold from &quot;promising technology&quot; to &quot;load-bearing infrastructure.&quot; Jack Dorsey himself even admitted this decision was a bit preemptive. The real test will come in two quarters, when the smaller organization has to outperform last year’s numbers. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> &nbsp; </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/45ed8c37-73d3-4fd5-9b59-1bf4d221f872/image__84_.jpg?t=1772612320" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p>Meme of the day</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Agent Whisperer:</b> Most devs are drowning in plugins and harnesses — <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0ld5M6BqWsKxTdv3zRZhlu6vd--J-VclbBlWrHXPkOBeb_HCzEYXO-aKT6xe9WPpxlzbzxuFuZTUlt-xgmHKlA80_aKHT2ya4uf6JRM4OM5A8I1hYsKOvHrP-E5qdWb0tHarvvR8bZQLjryLcqjxcDl36s0NRvJ7TQ3QQCWb9CPyuxRnT0SjqRmgR3w-j-bsugJMNt5zMfMeUzZsfOIQ_u8y1_n3ivORgHNAiS4J69b7-N07frR61KcxwPD7osSuX92sGRbwgr_WxlDHKAhYe0rRgNQHzCO23R9TnPwouuhpZJTVkCmL2YKe0abGBCODEzcscM6vJSIXIy5S1Ect-BFC7AnIFg3X2AVPzKu5lRZ/4on/InWNweBoR_SsANH9s3_1Aw/h14/h001.cVia5nYbQAGx_tRgf-7tr4dFHaYwxbo_37R8efHp5CI" target="_blank" rel="noopener noreferrer nofollow"><span>this roadmap</span></a> shows how the best agentic engineers actually get Claude and Codex to do world-class work (1M+ Views).<br></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Claw Course:</b> If you want to use OpenClaw but have no idea where to start, <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ewyx0VA-ZCEh4luIETE-YghO_K8yQkubaS1m2rjGBeSYZc6V4m30IxI9hKSTL4JjIofmG6jDvDa1yd3K2bJJ_mDYFauKCEoK6GoXzCbVh1YVyrIuIvTwp8i8Igw-OmPWedpW_6I1YRNcigN_JdErwvAwRAhJJb5aArPSiIZ4CrtL8Ruvx33xHcnhBnGzw2IedErm3I-TQHELRWoXoWVw0j_LhMKLgp-zNut8GSkAzu5TaeRCAo1drUN5uYXbO5H4HlQabCFUFXux_mdqBS9XeQow-oPJBcAIwFnUqAXeUqFPtJnlfsDSnyLWKvohs0ZvKMELf_Y20tfcGLwd6czSSg2WOnyOwV-J71P-ExKzMs0/4on/InWNweBoR_SsANH9s3_1Aw/h15/h001.3V6AT56kXawKp9h_52tWeUBo90I6IpR-_5b5q7qhuUg" target="_blank" rel="noopener noreferrer nofollow"><span>this guide</span></a> covers everything from setup to real-world use cases that&#39;ll make it feel like magic.<br></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Privacy Matters: </b> A Silicon Valley-based startup just <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwXE9lt_SJEU7BCuola-ML3poj-KhYt_kduk1e2yUHmERiHs1OSgs3XyvG3qoebbSAoKScVx_Fs9zQMKEl3QVOSPwwG0nK9zoRPcoU-zjvorpef65OEA_IH2uX6DzpZ5K8ferotKhSUN7hWhTVtwUOoqZ0EJ0cErALFn6-SD31KMDTkbqyhCnoxkA8LXRZHDuJCihEK1IZbBlm6OJg8myZBdfDUvmHQ6NqhTOXSb7BaAnEeYQsntTEKiOrtlFtW6rnKnOnWCyGSIYhFcHd-FbDVk7X9HdJ0X0egJ-YYohkEWyS1ZsLmfEkAIPDJC8-l1tzwrZeBXybyTsY-asi0haVUVamTsRkIdehZBs6kd4Msl/4on/InWNweBoR_SsANH9s3_1Aw/h16/h001.amcKhiKwCpAcKInSeLHdntBHUJ3ZnJjbWqbK-RxBv9c" target="_blank" rel="noopener noreferrer nofollow"><span>dropped</span></a> a portable device that detects nearby microphones and silently jams audio recordings, creating a 2-meter privacy zone (2M+ views).<br></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Design Skills:</b> Add this <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8FgAYhVmwjRfaCixNsh39bSXAgPO59R1iccLy4ANlGJ1oh7Itn6bYaXiSTGdQCxaIZGJJJpD6vkUYEzkxC45bwPK9gjV00dTvS8_wrfhhJ9pk8or4gOPZ3Ib4uk_xHCQqY6Ir_8l9UuqFH3vsmgHQM7Sq0OJkBMzsECBPrJaZCLfu819kJf5JYQIIsfSqf_QdEym5rxTYpJfybLfVimO0iYnpRZ37mmBQmLgt5ExbLwVvemkaA8TXSLOGGugr4xfWolWUp6bugz-rOaI6AzZk1RbPIpq4zL-3ZedS3Br9ygO3qsvz6EdFdi0Fh88ptQLaJ7egCSlGXn3T_m5Le1PXA/4on/InWNweBoR_SsANH9s3_1Aw/h17/h001.lCDfPb4YhsdNq2ZFckm3mIN-zfYC5PKcegekWWjnmWA" target="_blank" rel="noopener noreferrer nofollow"><span>GitHub skill</span></a> to Claude Code or Codex, and your AI agent will pitch UI ideas as visual documentation — so you can review and approve before it builds a single line.<br></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>AI Engineering School: </b>This viral X post covers <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyFXkgovDfp2lzXi5TG_lQP0i5nX7u-ExaV6270dLwPWqgJRh2-U49odomBKzeKFHcQOma3tJ_CTEpnwdiznz2LpLk0zFGzlUARpT_77CKpCOkD5qTxUo47wa3oRWKOdExBEcSci4_jyE-QeWgNdDkpCiYdtx-JODx3-8d6ndBih1wfp3jIZp7vDXMwy_ub1tu6BhKAWstA4_hh2Zu3ISfkNiktJLZh2WrsUk7bMsudEqoGNe6GzOJ2IXTf3ykKwmVql8eVtmMLW27G7ruTXEFBiH41hXP571EjhE-ReROYBvhcCMokqcKUqi-R3FseSlTsMSuAcw-kNcGJrQgv7Z_s/4on/InWNweBoR_SsANH9s3_1Aw/h18/h001.6UB4H-TPsBIBwI9Cds1gFniLM_gSSUJyI6q49mCGuzU" target="_blank" rel="noopener noreferrer nofollow"><span>10 Software Engineering </span></a>resources from the companies actually building the tech — Anthropic, Google, NVIDIA, OpenAI, and more. </p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> &nbsp; </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 stop OpenClaw agents from faking progress</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_0gOXDT9L_3O_nzeGcxtTR8Fm5fYKWuBU9woNDTHCn6Vo-R_tNl3-dN1I42j50z7w9GnS7a_xibXI_o11FnvvAbXHw7bZCNBfztZ0qqd2Ouk64LuQPqq37IuJL3MAonSY132K3VrppxiW_z3fpH2DpCUNgJWLAEPamsahZkQRKSOdZHjbcuQChj4T8XZ7W3yClWfMej_ODfUaM_lb7vc_WbDByOkB4SRcFf7Dpw_5pq3bInq0Afbiw68eKW4EOwkwIWZunft0IEWUtC5xUW9LGulSLG8Z3ldRJw5CrEGnq9QSfLh6JmJxVfxTYxJfL9Q_b-vzEn39qbdronLK53dxtDdLg8mHFdHy2fu2_meEqFHpdN4RPDi/4on/InWNweBoR_SsANH9s3_1Aw/h19/h001.9DyGIUxj5ME5sG7y54o2GOVc9M-sFtR5X08PhYd8LaE" 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/7d7a7e7e-be5f-4631-ab9b-7ab426484e89/HCbpBu9WAAAhEVo.jpg?t=1772602051" 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/cathrynlavery</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%;"> If you use OpenClaw, you&#39;ve probably seen this before. Your agent says &quot;on it!&quot; but never actually starts. Or it says &quot;done!&quot; when nothing was actually shipped. </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%;"> By default, agents give confident status updates whether the action worked or not. This means you won&#39;t catch failures until you check them manually. Tech founder Cathryn Lavery <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_3O_nzeGcxtTR8Fm5fYKWuBU9woNDTHCn6Vo-R_tNl3-dN1I42j50z7w9GnS7a_xibXI_o11FnvvAbXHw7bZCNBfztZ0qqd2Ouk64LuQPqq37IuJL3MAonSY132K3VrppxiW_z3fpH2DpCUNgJWLAEPamsahZkQRKSOdZHjbcuQChj4T8XZ7W3yClWfMej_ODfUaM_lb7vc_WbDByOkB4SRcFf7Dpw_5pq3bInq0Afbiw68eKW4EOwkwIWZunft0IEWUtC5xUW9LGulSLG8Z3mpYHy3tUaiaROHNB5ZH0USg_DDBCyNlmtN7-94WW0Et3NA9bxQXqF1nFcVWyozNDOK5QgBB0s0Ap6L0M4HvoWv/4on/InWNweBoR_SsANH9s3_1Aw/h20/h001.bo5pmAP9lfdEgk9MRcWtuE3ch-9B2y_U2y5QZbJOaoo" target="_blank" rel="noopener noreferrer nofollow"><span>shared</span></a></b> a simple one-line fix. Just add this to your agent&#39;s instructions: </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>Never say 'done' or 'working on it' unless the action has actually started. Every status update must include proof — a process ID, file path, URL, or command output. No proof = didn't happen. A false completion is worse than a delayed honest answer.</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%;"> When you&#39;re using Claude Code, just paste the instructions into the &quot;CLAUDE.md&quot; file in your project root, or use &quot;~/.claude/CLAUDE.md&quot; for global rules. For Cursor, simply add them to your &quot;.cursorrules&quot; file. </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%;"> Instead of just saying &quot;building,&quot; the agent now shows a process ID, the active branch, and the current build step. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> &nbsp; </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></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 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%;"></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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwOA_sLcrCUluEUcJwm-cCyRXOyKznLRcFulPwdN9TWzXLdS9pyq2sG-EMDWlhaNeMrd09mfhPCk-B3RUiTYk09hhmxuleo6d6qeZV-eYiLIm1_SA7ZDi36eEkXeOoMyicY36ZedgpX8CpWEocjJvC4NzG0aNdDQtqrLZEBc44r97Zo9KR1DJtl0U8acNxzh3e73EX2p01uAqoV74SBQfhtu0_3jm2h2tGAf8MoE2ntjnVYCobLQ-5TX5FHc3b4JD--XPK6P_107ekOrtvqycjSGRrJZuU_5x1my8dDzXuMYDHkCCOvT24RXzZCaVcar7k/4on/InWNweBoR_SsANH9s3_1Aw/h21/h001.DAoGD0_doOtudsaxdVSmCKTciIOjXCmqU82gFytuHIc" 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/f0965d29-bbaa-4301-9fc9-6234f76038a3/Black_and_Green_Modern_Finance_Business_Report_Presentation__12_.jpg?t=1772611514" 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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjwOA_sLcrCUluEUcJwm-cCyRXOyKznLRcFulPwdN9TWzXLdS9pyq2sG-EMDWlhaNeMrd09mfhPCk-B3RUiTYk09hhmxuleo6d6qeZV-eYiLIm1_SA7ZDi36eEkXeOoMyicY36ZedgpX8CpWEocjJvC4NzG0aNdDQtqrLZEBc44r97Zo9KR1DJtl0U8acNxzh3e73EX2p01uAqoV74SBQfhtu0_3jm2h2tGAf8MoE2ntjnVYCobLQ-5TX5FHc3b4JD_eN1ZKUf4CvKkFiq4d6IW35CNoT-tos_sUCuxus3q1UoEyARWTqeWbTji2IcdMOkQ/4on/InWNweBoR_SsANH9s3_1Aw/h22/h001.wId4o0H918tEv-3biNLj7g76hexqUIHe8zFmykfZBks" target="_blank" rel="noopener noreferrer nofollow"><span><b>50 practical hacks to optimize AI-assisted engineering:</b></span></a><b> </b>In this tutorial, a Meta staff engineer shares 50 practical tips for mastering Claude Code. You’ll learn how to optimize context engineering, automate validation loops, and manage complex projects using slash commands and custom skills. It also explores advanced workflows like running multiple parallel instances for faster development. </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> &nbsp; </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.yBywWjiZ7oCsTrXLmaNhkkNyhc53rnFqYOUa3TDHG0xjHDSYBjphneB7NQonHC2OMZ17YkSkLVURZsuKaSWjYMR9aRcYnF2PN4MXSse9iS66JupXB5d-q8CJb3L4ix8L8YrPoiNP30qkz7iJA_pv4M8Q6bV2CXOrUa0rSO9_FXGjB155JNIC_V7WYxsQZNSnHwpjUArBo-Eaof6bLSQt9QzfX6vWp5fANqz1irP3BrS5wkHzubTxNEYCrwB5W23queQy_yZACP6UDhmPp6-PtXQftxJ4f1yt6t4jdZuOKhwfaoXY-M1P_mdNnWLzCGA5UMPywKCSxEYrvNs5NTDlStfYHhgP5i_hBRKAzXHY_Zg/4on/InWNweBoR_SsANH9s3_1Aw/h23/h001.VILfZoQlXij8zvEkICP3X1uF1lNZVR4E0thWZUwnXRE" target="_blank" rel="noopener noreferrer nofollow"><span>Skills-4-SE:</span></a> A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows. </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> &nbsp; </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%;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjOrQ5PXog2vzuiLJPUkAnl7oII0eRIcDeLH5FVIcXTcqoEvKgsaQp75KwDO66XRbmMxv14CFms8AY155LgTWwWoolBw_L2gbwLW2z3WSCmMGzIucAqUFsse8qNUkN2OWb_G01qB_yvJBSvpSwdBB6BNTgOQc8AN1IMyFuhJhU6tExyLlbRTfTbvVzq3kqi-A7E_RL_zQh43o7gqHBfY_PDphhU9N6s938Fr1ZSY5825VL-1XKCjaA6vysiQ-lhktMbCXIwQKWhnXjKzimsmcZqXUEgp56dpbzf74QcxLdEMnA/4on/InWNweBoR_SsANH9s3_1Aw/h24/h001.-RVpYkge2-KwBghI9BKi2rXZUanzNb7v7YgK-7Whr_M" target="_blank" rel="noopener noreferrer nofollow"><span>Impact of AGENTS.md files on the efficiency of AI coding agents:</span></a></b> This paper discusses the lack of empirical evidence regarding how repository-level instructions affect AI coding agent efficiency. It reveals that AGENTS.md files reduce median runtime by 28.64% and output tokens by 16.58%, primarily by preventing high-cost, inefficient execution paths. </p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> &nbsp; </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_ygjggEXBnwdJX50VI3VNf5mA585KGa05QZ-u4YxQKCpdk6OtYEulSrOE9mDhNq7Tlz7_3XKIbI78bjt32ClCIXcUmBN5nQrBH7La-eZHqnnmXuhXNAQl15OL15wZQE0K2OK8a17AdIo0XZ1MbzKrVaf1s5pyNMMvSnxMJfs3-PQyDlP3R4c7kAhPRmHLOX2wGzs-8td6Ue7C48EOPkeqmos_VolEtF3kxmHm39rcXZDMTtF2nDExw3IVEB_MLI84FAxeHw/4on/InWNweBoR_SsANH9s3_1Aw/h25/h001.Ai9cwKQF7Zc99TbHxanotCnDGxJqjVL7xlhwqs9AjLU" 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> &nbsp; </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" 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href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GGLknXJB0JfZoKVn2WjIBLxveayyvniFqW9QrYr_aWosRoCD0p6dr1ZxVaU28CK8z9k1enWYVVYs4K6iy6P5S-FX-yKUJ8Mux_uWJpi8mK6-tggDIrB88ULi6u_ZT8Ge0597EDn6Trmgv5PjhQpmALdMecC8sc5h8rpyD_gYIsu2eo93ssDasKNLGXiXKOkeDgkZLt4uqzRDNZ_LD8E4sz00BMTkyQOkMuS2wJLNjsib0covaYqx2csYM73vHIWDRVQZ1BsFoLJbr-RxOAhkX7NynpV6yF9YGQ052-j27eEurD80Q5GY4zn35K0gVwmW7nfOyr1wwrcApQKU8-VbRmwJcq8mmO-tIa0T9VnpJ-63Z2NdrAk01dZLEwPwHvgJ4VYmgh7VRtGqfWlmCOrqOeouKVKcl6SMk8HanAjyKdO4ZaF5Nh-GkmC5q-I9UW3HqQbv6en427oDMhFfs0Y9ME__pzpjE2kujl6eQlU0ETeOnT_Mmmw8tm_RmqetYNguyDcTg-BsQCDqM74oNy2AOl3zNjObW9Sy6xm4UxdyodBSve3riDc5n_kFSIvKQkpC7kfhjiinJR3LRQOsvcE-CIY3e0bnchBD9GU_C5VHs22WelZV8JGoi8qdxySzxzU3dHtp9hyaJF9CciKQeq6XEIU2kjmOItLq2oTfUxrZs5v4KbWk3BzX_7EwijhAZCIwDSHxE8qLWwafwJownQlR6o1r8SEzu5ozbjc7dbuU9P_mskseEw8WSMTzoB-_aeJE5LqWrSD0qwI8PzQi5o1ambmz5-S-_XPDzYrFlP2F919BxS9OlobM-3IbsiMAYhNiulARLo3OcJUKL7BxdOYkdypXE4HvABGV2BCBCdpXr265YbWZxEF-mZVLt5kaz0wGE8YI_QBV8FDWavN26Ll1-4QhVEt9mycxL4Z5N3f6BZwVRpkW81tAuPFWGzWnDD_VlyWHIGf5Qf7fwfEE-oD7iSY/4on/InWNweBoR_SsANH9s3_1Aw/h31/h001.vw-WBukmriQdIhC4AlwA4tsLOWlIT81rrddpQ7VglXk"><p style="font-size:14px;color:inherit;"> Loved it 🧠🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAO_5iK01-grb5B6b9rxJbggCgMjlnTyujZ67LuZkL4w3QYbSZASQEjt_h9ck9FHbNL2nfitoZ3e2sRtx5WuN9BgKzz9gVn4DHRSWpzjiH7qn_Ve83WcwxoGqIKQnGLEjpPqv3AXxcHIwKEzTtuIuqx1XUe8nuX9gNWz7F_XzAXfeR_aLAL45DrtGoi4O-v5GilJStNLnEjWFtecq7TXprji4UopjUlzp-JDrNFwXkF2_P03GpcMVf_w5CB42fjFtiD9NuVVXaqehrH7E5LJH31PMl4QY3aw8qZWEUX6P7gSroPkJhjMAudUz41RYnxLp1j7hvWwLtBfhhXp0k6tbbffp7nzDkuVVURrJ1I8olScxbS9c1NC2tSWP0Dx2YdyzyKjstjjCxsNe5zPor9igLjEKPv2vTJ-7Fc7J_1ZOYx0sFeX5QEMYkmatu198bhl7IeN3IutAXFmFZIcNRhJhXQdtvE0MQWWKS0gEz7qtKGg6bOkBF6PmPiGZb7WELdT95jpLUX1vRVkXcT9lcXE7kNe4DEqNzylV4raqokce8US-loxk2SU2_dcSTCQVF3MPLR6mNFyMs9MADIn8DrkNtwR8hLzJXVFbKNMcpwmbemzqY_uRG3beDnORKSlfG2XjlnDV2PcZeoa1OVbJP4HaTGZQh5x290K6Irk940eZRCYldGl9DBtEcZ-Tcbxlf0QOAnLaYSK_JCeORbqZh2BvICFKbflYZ4Bae9FmvtMU4yux9KS6lpRcT24xVJN6rKpHEzEtREVTsOYhhRVwkTJn12XJQqeAy34Nbm7BNVjcUUmGAVfOqGurrpkoTcNi5GLDssi4g6HXORnh9JGsMoU5UlHURr_2gfcBLwFQlr64A90ZGN7IQgLzD9EhqdzyOsrrLU1bWdjT-buxP6EIAO5LvtPY9ylvGfOd0_Z5h6tqdLde6guimt7uh-CzzM6mL2RZY3_dwFrOK4KxiK7IVHaCZBrrQiEmYRHQDnOItalc6Rm4NlwgDCtzgg6vAZOKOPJjDuZhmktaWUkAVTUv-DgZlx3/4on/InWNweBoR_SsANH9s3_1Aw/h32/h001.31CLYNeSPcL48BzBplOY1kYO5smlO6C7eRTbrdhEk4s"><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_s6AftXBC3OfCry1RhCkeE60RnTaX77QI3oOGCISr_a3gmc-78g9mQGpei065Ts_oKEKXPWrDxepiXG58NVXea_kI8rPM0h03IR1fzVhOfC0k1PYedyam18FhxTOqLB0A7YGM3Av8WXP83k01nRfWt8NKgx7BeRYrGopJmuvk3yB5b6lG9XR5H_TVXFxL19dt1toew2ouVvlRhA8OLsY0Pect9wP8e0z1Idui8ZR9A6VsFJgHRZzWl8MBeHyZvQMw5IxZb0hUVhTxdWJamvQ-BJ8LjweUo8TEbDD20jYdVnR16UD0w9-vzvGyFIBiz-zhg9o8mZc1zjpd38wlgOy_WLLrr3VNElGY1r8OknRKY2SORvGxYNIr3MGJ870V7FwTeSqN7rCm9ouou5lpce_QBeTprge95cz7IfT6u_lzBmUaUYo7ofWeuv2Ami4iQWMFvmXob0YbgrB-UtAdnaUWJkinHYfiIV0sY9mgvhAyoUVNpyM5gTHF1d54ZTTzY0GeaoetO5FD9HIKEHastFuYrwh0Botwz1sjdUXDEFsCX40THBBF2pgyy81lSp9jv5XrpjPPWD1yaiA1Ixtb14s6mIa6ijAB_KmSACh64aAJQqHTtSN3A205dkWuL0P3um3QhK8KVk09QHreem_OPdziVZKaepqO7ZZbfs38Etk7C7W5TmnF-DTjddS_zPrwvOVhJLWg6YkFxhbNmwVhH0rOhbEbIbp4oF6HrVwZb7zx6kHraL4cS981zJVGClOqQZ-VnIrGMB7Mn6X3QNTxda79xZfRYSs3DYgyWP70C8LVZ9bfSdIS76fgrr8Hr6xlFwexUGn4EncO1wvnYdj8N92G33aNp_oPBveyii_zWQP2EZG8ku_T4hWvD7LEgWHTKxhrWFHIrl0AXKPRLNWuLXUIrpMMxqJwroMG2YiyfzokkVaXZFMmWEqWl5_JD6892d0pcSyid5q9k3d6tn7jmEK-qgMx3_42o5FMJEePxkl/4on/InWNweBoR_SsANH9s3_1Aw/h33/h001.ryG5vuK8WPyFD-TL8hIyydHSINijCo-dxvnSFdj5aMA"><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;"> &nbsp; </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: 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Plain Text

View image: (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)
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**Welcome back.** For years, the AI race has been one thing: bigger numbers, better benchmarks, and louder launches. OpenAI just blinked first. Their latest drop, GPT-5.3 Instant, skips the benchmark flexing entirely and focuses on something quieter.

**Also:** How to become a world-class Agentic Engineer, 50 practical hacks for AI-assisted engineering and a portable device that detects and jams nearby microphones.

--------------------
### **Today’s Insights**

* Powerful new updates and hacks for devs

* Block just fired 4,000 people due to an AI agent

* How to stop OpenClaw agents from faking progress

* Trending social posts, top repos, and more

----------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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##### **TODAY IN PROGRAMMING**

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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/5e7c2cac-5a06-46cb-8676-b6d290635abe/Black_and_Green_Modern_Finance_Business_Report_Presentation__11_.jpg?t=1772610851)
Follow image link: (https://openai.com/index/gpt-5-3-instant/?video=1169737688)
Caption: Click here to watch GPT 5.3 Web Search in action

--------------------
**OpenAI tunes its busiest model for smoother conversations:** The AI lab shipped [GPT-5.3 Instant](https://openai.com/index/gpt-5-3-instant/), an update focused on tone, relevance, and conversational flow rather than raw performance gains. The model is less likely to refuse reasonable questions or add unnecessary warnings before answering, gives better answers when pulling from the web, and makes fewer factual errors (down by up to 26.8%). Developers can access it via the API now as “gpt-5.3-chat-latest”.

**Apple refreshes MacBook lineup with M5 chips:** The tech giant just launched new [MacBook Pro](https://www.apple.com/newsroom/2026/03/apple-introduces-macbook-pro-with-all-new-m5-pro-and-m5-max/) and [MacBook Air ](https://www.apple.com/newsroom/2026/03/apple-introduces-the-new-macbook-air-with-m5/)models, both powered by M5 silicon. The Pro version delivers up to 4x faster LLM prompt processing than its predecessor — a notable gain for teams running AI models locally. The Air doubles base storage to 512GB at $1,099, while the Pro starts at $2,199. You can pre-order [here](https://www.apple.com/mac/).

**Google launches its fastest, cheapest Gemini 3 model yet:** The search giant just released [Gemini 3.1 Flash-Lite](https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-flash-lite/), priced at $0.25/1M input tokens — a fraction of larger model costs. It runs 2.5X faster than 2.5 Flash and comes with adjustable thinking levels, letting teams dial reasoning up or down depending on workload complexity. It's available now via the Gemini API in Google AI Studio and Vertex AI.

----------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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##### **PRESENTED BY SPINACH AI**

## [How to Go from Meeting to PR with Spinach MCP](https://www.spinach.ai/?utm_source=thecode&utm_medium=newsletter&utm_campaign=primary-ad-03042026)

--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/91464282-5c41-412e-9c01-6997e912d95b/The_Code_3.4.26__1_.jpg?t=1772550583)
Follow image link: (https://www.spinach.ai/?utm_source=thecode&utm_medium=newsletter&utm_campaign=primary-ad-03042026)
Caption:

--------------------
**[Spinach AI](https://www.spinach.ai/?utm_source=thecode&utm_medium=newsletter&utm_campaign=primary-ad-03042026)** is the most accurate AI notetaker for humans, and now also serves your agents!

Give your coding agents the missing context they need by [connecting Spinach MCP directly to Claude Code, Cursor, Codex, Devin, Glean](https://www.spinach.ai/?utm_source=thecode&utm_medium=newsletter&utm_campaign=primary-ad-03042026) and other agents.

Spinach also lets you create tasks and tickets in Linear, Jira, Asana, Monday, ClickUp or Trello and write documentation in Notion, Confluence or Google Docs.

Spinach AI is backed by top investors like Y Combinator, Zoom & Atlassian and trusted by over 500,000 professionals.

**[Give it a try](https://www.spinach.ai/?utm_source=thecode&utm_medium=newsletter&utm_campaign=primary-ad-03042026)**

----------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:

----------
##### **INSIGHT**

## **Block just fired 4,000 people due to an AI agent — and its stock soared**

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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/2f864ae4-a92b-41ef-840d-b5583d281474/superhumanteam_a_software_engineering_team_working_on_their_i_2384385d-9a2d-48f4-88b1-be74e8fa0a22_0.jpg?t=1772609188)
Caption: Source: The Code, Superhuman

--------------------
**Block cuts its workforce.** Last week, Block cut roughly half its employees due to AI while posting its best quarter in company history. But this wasn’t another corporate restructuring vaguely attributed to AI. CEO Jack Dorsey documented his reasoning in a [post](https://x.com/jack/status/2027129697092731343) that’s racked up 62M views — and it offers a glimpse into what the future might hold.

**The receipts.** Block’s business isn’t struggling. It’s thriving. The company just posted 24% quarterly gross profit growth, raised guidance for next year, and can afford [generous](https://techcrunch.com/2026/02/26/jack-dorsey-block-layoffs-4000-halved-employees-your-company-is-next/) severance packages. So why the layoffs? Dorsey attributed the decision to an internal AI agent called Goose, which has boosted code output per engineer by 40% and “enabled a new way of working.”

**The stock market’s verdict.** With these layoffs, Block nearly doubled its revenue per employee from roughly $2.2M to $4.2M — and the stock soared 15+%. The message to every leadership team with stock-based compensation packages is now clear: Replacing headcount with AI gets rewarded.

**But it’s a Two-Quarter Toss-up.** Block is betting that AI has already crossed the threshold from "promising technology" to "load-bearing infrastructure." Jack Dorsey himself even admitted this decision was a bit preemptive. The real test will come in two quarters, when the smaller organization has to outperform last year’s numbers.

----------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:

----------
##### **IN THE KNOW**

## **What’s trending on socials and headlines**

--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/45ed8c37-73d3-4fd5-9b59-1bf4d221f872/image__84_.jpg?t=1772612320)
Caption: Meme of the day

--------------------
* **Agent Whisperer:** Most devs are drowning in plugins and harnesses — [this roadmap](https://x.com/systematicls/status/2028814227004395561) shows how the best agentic engineers actually get Claude and Codex to do world-class work (1M+ Views).

* **Claw Course:** If you want to use OpenClaw but have no idea where to start, [this guide](https://every.to/guides/claw-school) covers everything from setup to real-world use cases that'll make it feel like magic.

* **Privacy Matters: ** A Silicon Valley-based startup just [dropped](https://x.com/aidaxbaradari/status/2028864606568067491) a portable device that detects nearby microphones and silently jams audio recordings, creating a 2-meter privacy zone (2M+ views).

* **Design Skills:** Add this [GitHub skill](https://x.com/0xSero/status/2028832266378453222) to Claude Code or Codex, and your AI agent will pitch UI ideas as visual documentation — so you can review and approve before it builds a single line.

* **AI Engineering School: **This viral X post covers [10 Software Engineering ](https://x.com/FourVork/status/2028757931961749757)resources from the companies actually building the tech — Anthropic, Google, NVIDIA, OpenAI, and more.

----------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:

----------
##### **AI CODING HACK**

## **How to stop OpenClaw agents from faking progress**

--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7d7a7e7e-be5f-4631-ab9b-7ab426484e89/HCbpBu9WAAAhEVo.jpg?t=1772602051)
Follow image link: (https://x.com/cathrynlavery/status/2028565059488645293)
Caption: Source: X/cathrynlavery

--------------------
If you use OpenClaw, you've probably seen this before. Your agent says "on it!" but never actually starts. Or it says "done!" when nothing was actually shipped.

By default, agents give confident status updates whether the action worked or not. This means you won't catch failures until you check them manually. Tech founder Cathryn Lavery **[shared](https://x.com/cathrynlavery/status/2028565059488645293)** a simple one-line fix. Just add this to your agent's instructions:

```
Never say 'done' or 'working on it' unless the action has actually started. Every status update must include proof — a process ID, file path, URL, or command output. No proof = didn't happen. A false completion is worse than a delayed honest answer.
```
When you're using Claude Code, just paste the instructions into the "CLAUDE.md" file in your project root, or use "~/.claude/CLAUDE.md" for global rules. For Cursor, simply add them to your ".cursorrules" file.

Instead of just saying "building," the agent now shows a process ID, the active branch, and the current build step.

----------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/f0965d29-bbaa-4301-9fc9-6234f76038a3/Black_and_Green_Modern_Finance_Business_Report_Presentation__12_.jpg?t=1772611514)
Follow image link: (https://www.youtube.com/watch?v=mZzhfPle9QU)
Caption: Click here to watch the tutorial

--------------------
### **Top Tutorial**

[**50 practical hacks to optimize AI-assisted engineering:**](https://www.youtube.com/watch?v=mZzhfPle9QU)** **In this tutorial, a Meta staff engineer shares 50 practical tips for mastering Claude Code. You’ll learn how to optimize context engineering, automate validation loops, and manage complex projects using slash commands and custom skills. It also explores advanced workflows like running multiple parallel instances for faster development.

———————————————————————————

### **Top Repo**

[Skills-4-SE:](https://github.com/ArabelaTso/Skills-4-SE) A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows.

———————————————————————————

### **Trending Paper**

**[Impact of AGENTS.md files on the efficiency of AI coding agents:](https://arxiv.org/abs/2601.20404)** This paper discusses the lack of empirical evidence regarding how repository-level instructions affect AI coding agent efficiency. It reveals that AGENTS.md files reduce median runtime by 28.64% and output tokens by 16.58%, primarily by preventing high-cost, inefficient execution paths.

--------------------
==**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)

———————————————————————————

### **Whenever you’re ready to take the next step**

* **[10 Projects to Master AI Agents](https://learn-ai-tiles.lovable.app/)**

* [100 Pro-Hacks for using Claude Code in 2026](https://claude-code-hacks.lovable.app/)

* **[Top Resources to learn Claude Code in 2026](https://claude-code-spotlight.lovable.app/)**

* **[Zero to Production Guide for Building AI Agents](https://ai-guidebook-nexus.lovable.app/)**

* **[200+ Resources to Become a Great Engineering Leader in 2026](https://thecode-200-resources.lovable.app/?utm_source=codenewsletter.ai&utm_medium=newsletter&utm_campaign=your-200-engineering-resources-ultimate-claude-code-guide)**

———————————————————————————

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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