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💰 OpenAI races past $20B
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Syntax matters less now 🧠
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Selected Message
From: "The Code by Superhuman" <thecode@...
To: [email protected]
Date: Tue, 20 Jan 2026 14:07:12 GMT
Subject: Syntax matters less now 🧠
To: [email protected]
Date: Tue, 20 Jan 2026 14:07:12 GMT
Subject: Syntax matters less now 🧠
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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 use Plan Mode for coding  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> January 20, 2026 | <a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9tiIvE54fSWYga8SFUDTJnL5cdhBvvCndg6hl6CXyfkznnmg20vpoyV0xTlMDWb23AqY29l6qPQCFOipckMLYpf-joBppefLd-A-R2NS81PFYpnSqs-Ope5eUUCqllfCDCdlX3_5gVneuUwQXtezGdhBpjzvIlmXsxF3EVEZQEIBC5hnS1TXgnEJqtJI3hHJxNZ38W2eR_7dOBefj4gyUv9et_h-zlSgS9KpoG6im6J0gt_Me5xzvbE-re5ROIh32QaxXEWX_hR7z6L_mrr4ROoK9fN18kGjjf6LTi-mC4G2-iYulW5cC_aDS7gZsqISp2g6DPSzgwABZ8VWdusXySFShsjwX4wr3UjHAy9Up1sspmtEI7DidfAZsvHRFbkZPaPAaUDH8HUwddGPT2mTjuJvLqiNn_yrWWsOkZqwwFo4Kcv7J8RtJzXJ5CqplaI518tN67UtBwUOfZs7Y1fM-xz/4ng/8k6a-P0XRkGRH_qzPw1_0A/h0/h001.2_N3rQW4BFgy0LlkwrGeRkaOSePXkLwvtnkw8lkXoX4"><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/4ng/8k6a-P0XRkGRH_qzPw1_0A/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:536px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f41e67be-adfb-4d5e-805d-78fdbecb52e5/Group_1000004741__2_.jpg?t=1758182636" alt="" height="auto" width="536" 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%;"><span style=""><b>Welcome back.</b></span><span style=""> Something's shifting in software engineering. Last month, Andrej Karpathy admitted he's "never felt this much behind as a programmer." Boris Cherny, creator of Claude Code, revealed he didn't open an IDE for a month — Opus 4.5 wrote 200 PRs for him. </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%;"><span style="">Now Ryan Dahl, creator of Node.js, has declared that the era of humans writing code is over. The key skill is no longer syntax — it's orchestrating agents.</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%;"><span style=""><b>Also:</b></span><span style=""> How to use Plan mode for coding, what separates great engineering teams from the rest and 8 strategies for online job hunt.</span></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 tools 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;"><span style="">5 hacks for agentic coding (by Cursor engineers)</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="">How to not kill your software development career</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="">Trending social posts, top repos, new research & more</span></p></li></ul></div></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" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>Welcome to The Code.</b></span><span style=""> This is a 2x weekly email that cuts through the noise to help devs, engineers, and technical leaders find high-signal news, releases, and resources in 5 minutes or less. You can sign up or share this email </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0iQN5AwO1uyo7b8VWzUC8KOah9ybMlNm2WEQrCogJmQ3zyPcM7Szr4niatprgNoGkK4ZFH4q5ZlwgKbPaI1CoDBt-v82t1FtsMjWgHFdfBXUBQf3EXmA7I4eV9FVneiPPu-oPIaWZLrO8wk6vLb8J8H1Qb6B3raTHZjnPZ1iDTArfG9R-FT-MkNIeP4PKllbM_pV82d6uG-X-dZMZJ25ShEnK0Tlaybv-AKfy7NCVuoVkmGZCWtO_PWWljwlEp3LzBQ1osAXr2ztgnC_FkO5LhlSyws1J0RT9VuHK2kEkEGo/4ng/8k6a-P0XRkGRH_qzPw1_0A/h1/h001.GrWffYE7VzndEfG_CFt38VupsXHR-Sxtpo00ofG1q9o" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a></span><span style="">.</span></p></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> THIS WEEK IN PROGRAMMING </b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-xFqdzO2QOlv81FRGpLY4CtYxqOpnvNy4If9vg-2terBUsi1VaH5DC0zH3QXXHqRNyl19ijhMtPlXfvMrJuGN9ah_utIl3nwdGFNrkUHie_N8HnGdsBjza69pn84BX-Of5iox1a6sKgZLg8wATR7FOVgtDtOMRrlDXeowugq5VPbAFx9AbmtIASDPksoEK12Em3eimdjX9EdTO-GqQRn6xOJuGqDmFT8f8Nq18hB98UhiExxdWkBIfJaQf73H0oynjAtlMZ2Vtde6BAFLlHZmJSyHkLpTcnTnptMHhjpJbt/4ng/8k6a-P0XRkGRH_qzPw1_0A/h2/h001.qVTFJ5LmdpKEdRK9hh1PAVrG0gaF0nwfEyUsvzYBKD4" 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/9e12517c-89da-40dd-b126-ba3264fa3c4f/image__76_.jpg?t=1768906676" 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><span style="">Click here to see how the tech world is reacting.</span></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%;"><span style=""><b>Tech leaders say AI marks the end of manual code writing:</b></span><span style=""> Ryan Dahl, creator of Node.js, posted a </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0E7hpNk7VI0KkJuT8Hb584Pfg-iRqAVEWRjteu4ycFyUosmR2ZjRegLXeRVFRF92wZofZK5LSEsN1vcMjEvUYut4jRVdiH4czF60LNcUbQThHbuu2c4v9cI5GzVaxxrfEKi83xOIiaZT4yViKbXgZc9xIGME-of27ngG6htWSaA_o7jdor3u-fSasQiYjuO_bVCIA_nL-GWnOSoWsJFvl0ZOMmpmRtYo3sdW3LEi4rKlltlR3RNWrMhv-l1yY_Yqt3EqJeZtt-ynvKH0bgKbr6WUmhOLCOnPuxYdRKIl-VVvWi3N_yBtBnTfe_ykNQkOA/4ng/8k6a-P0XRkGRH_qzPw1_0A/h3/h001.IMcucNPn8l5A69mVJ_jJHEFPDomhx8qNbRsMVnEdkuI" target="_blank" rel="noopener noreferrer nofollow"><span>viral take</span></a></span><span style=""> arguing that AI tools have ended the era of manually writing code. He's not saying developers are obsolete — just that their role is shifting from writing syntax to higher-level work like system design and validating AI outputs. Several </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-xFqdzO2QOlv81FRGpLY4CtYxqOpnvNy4If9vg-2terBUsi1VaH5DC0zH3QXXHqRNyl19ijhMtPlXfvMrJuGN9ah_utIl3nwdGFNrkUHie_N8HnGdsBjza69pn84BX-Of5iox1a6sKgZLg8wATR7FOVgtDtOMRrlDXeowugq5VPbAFx9AbmtIASDPksoEK12Em3eimdjX9EdTO-GqQRn6xOJuGqDmFT8f8Nq18hB98UStA4-fBoboh331YXwmYUguJC51h9YfHMogOitXh1swrSLe7_Cy4-dhCUFVf2y2yW/4ng/8k6a-P0XRkGRH_qzPw1_0A/h4/h001._1PspBB64-RYC9Yxmg6BtyV9dg2S9RyDiax6H3-qYtY" target="_blank" rel="noopener noreferrer nofollow"><span>tech leaders</span></a></span><span style=""> agreed, framing it as the next natural abstraction layer in software's evolution, similar to when compilers replaced assembly language.</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%;"><span style=""><b>OpenAI introduces ads to ChatGPT, but developers are safe:</b></span><span style=""> The AI lab is </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g8Rr3_OMxAPaywZQIRg6AhKyDENED3n1eqa667LM07HRclaYZ97CrDWkyXU6AlVc4-5EfGpXdzdinrpbSOzztqegVeGcuyq-KrrBruKyRFw22Lm1A1UpoEAd0t_y7d5CMCNOdHukgK-7MmpVWoZ8iPk9jw-LsOOpcW5nFGTfCCNoaA-BZbbjc0ZfmHOEDj8kb_wVzOwuwJbsyKPuXdCtEiwrhKdr38N4YOhVSY8Tg3v96-eJm1-3-_nVPxywLPpoa9Sx_hd0poiETRiUO0kNosBiIrvFY_y2cQhNojERuE2Q6wcY9cBrRf-XemR5pFhipQ/4ng/8k6a-P0XRkGRH_qzPw1_0A/h5/h001._ds-SNJTFGCDXgzaVJYGtpyuuZGPoCepOwZHnfws2W4" target="_blank" rel="noopener noreferrer nofollow"><span>bringing ads</span></a></span><span style=""> to ChatGPT's Free and new $8/month Go tiers — but developers can breathe easy. API, Business, and Enterprise users won't see any ads, keeping model outputs completely independent from sponsorship. For consumer tiers, ads will appear after responses as UI elements, meaning they won't influence tokens, reasoning paths, or rankings. OpenAI insists query responses won't be influenced by advertisers and released </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8rcbUn-mre-a4Sv76xSCoF5sZG5BalnO-ZrWhtTIX_bVA4keUejU9Dgs32ecrcYNqHFwVC9Eey8JWnSS64w1dVDhzHsEYW2p24HSmRxC1tvfBJUd9xgvOZHloraUjNLEUBEPxE6NgKI6B1EIfAoaoi1-S_6zRTd6HD6Z5VH4z3nSOQ8NivoIKrik9rlRpfipycjdnC_uy0yEf2PJaQBFdg3DJaQkD2d4JL0g0qSR8EIjARSonxqoX5qCw7itYYnA4RZ65mr71_tWFihgC_dnUOS4GvgcGwdb0XRAEvgWNjrC5FUKh1TphoXGA3078PCDw/4ng/8k6a-P0XRkGRH_qzPw1_0A/h6/h001.kwyjuHRV0oyH7Zt7Gclf8jslPfsqEDCK0Z6mqQuq2hk" target="_blank" rel="noopener noreferrer nofollow"><span>an example</span></a></span><span style=""> of what ads might look like.</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%;"><span style=""><b>Z.ai drops powerful 30B coding model:</b></span><span style=""> Developers looking for a capable local coding assistant just got a new option. </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LyW8Zkg7ORTtNWCc4M7CiTBZ7LvmDMx5-kRsHvYv0ZCKpbT_TOsOfivIXxQJpLeHOgmOEi3soklQNt0AEpkfOE4yPg0WFMfY0YzfzhI93quyoIjMb1t1JMMk3S4bl7-_h6rrc6qx8lgjs0Zdtca6Glf3Qq1lgD6h-RAP2K5psPGDjPa1p6ycn8B5WN9q_eBCmyN3Nm0h1FaeE42aklqCyeGiBarDXfn8SShFsGNyruw6gkRi5Jg1c-D40W9Yz7q7TueX9AeuBLbH8XTFdc-Zp13Zm5AuyE9Ab5R2oSE0rqcfULQhit987p-pPqxUXcct3A/4ng/8k6a-P0XRkGRH_qzPw1_0A/h7/h001.04r6d82aU19iMzlpOARC-WeG4LCJuuLkuxS-HN1jy3k" target="_blank" rel="noopener noreferrer nofollow"><span>GLM-4.7-Flash</span></a></span><span style=""> hits 59.2% on SWE-bench Verified, outpacing similarly-sized open-source rivals. It handles both frontend and backend tasks, with weights available on HuggingFace and free API access.</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 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 GLEAN </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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhC3EYsTKaF-NCEPRuu5uLRX1WMQVBl_c-H4VMbJb1LLmUG2wg9PxLVHErK4qEH-TUDaoqLtOM5ecb20sCiKbzf0CNTIWdxLflcX-sqPM9vkrrnBOWOEdV14reu60tk_Q-JdZF4zpdtdEu9dak6tlxm1rEN-kSCmqp7ZbFvbna_CWRDhBu_d_NWlS2khHM2xM9xKSiqAzczwkpXholwAS_mH3B9wO-1Jfq7mkEZCUiSpJeuuDMxRHqyzHNx5Vdc_oQ/4ng/8k6a-P0XRkGRH_qzPw1_0A/h8/h001.6r7u5AWcJTEliEvVdXRRj9BtAxsg5bVkNAdLxZjHTy4" target="_blank" rel="noopener noreferrer nofollow"><span><b>Gartner</b></span></a></span><span style="font-family:"Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";font-size:1em;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhC3EYsTKaF-NCEPRuu5uLRX1WMQVBl_c-H4VMbJb1LLmUG2wg9PxLVHErK4qEH-TUDaoqLtOM5ecb20sCiKbzf0CNTIWdxLflcX-sqPM9vkrrnBOWOEdV14reu60tk_Q-JdZF4zpdtdEu9dak6tlxm1rEN-kSCmqp7ZbFvbna_CWRDhBu_d_NWlS2khHM2xM8DXDut85VQmqRgtXmPwl2a3iyurhMGRAXo74tw_1jOQkYwzsY63y9eiobYJQ_gdhA/4ng/8k6a-P0XRkGRH_qzPw1_0A/h9/h001.qedliMizHhtpjAQFD2TT5q1oUH-VwALb6RWDglNBCPM" target="_blank" rel="noopener noreferrer nofollow"><span><b>®</b></span></a></span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhC3EYsTKaF-NCEPRuu5uLRX1WMQVBl_c-H4VMbJb1LLmUG2wg9PxLVHErK4qEH-TUDaoqLtOM5ecb20sCiKbzf0CNTIWdxLflcX-sqPM9vkrrnBOWOEdV14reu60tk_Q-JdZF4zpdtdEu9dak6tlxm1rEN-kSCmqp7ZbFvbna_CWRDhBu_d_NWlS2khHM2xMxdSMFmvCFICO9kHi12rwrqNg3TwYjwI_qYDqRugHSO4LbjcOhcBD5nv9OtNj4aviQ/4ng/8k6a-P0XRkGRH_qzPw1_0A/h10/h001.bUEZqH5EmJBQzTZ3nT1h67aoZWq4DKuhfky4gR1K438" target="_blank" rel="noopener noreferrer nofollow"><span><b>Tech Innovators in Agentic AI Report</b></span></a></span></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.AtRzLqL3EQmRcf6rV4XquhC3EYsTKaF-NCEPRuu5uLRX1WMQVBl_c-H4VMbJb1LLmUG2wg9PxLVHErK4qEH-TUDaoqLtOM5ecb20sCiKbzf0CNTIWdxLflcX-sqPM9vkrrnBOWOEdV14reu60tk_Q-JdZF4zpdtdEu9dak6tlxm1rEN-kSCmqp7ZbFvbna_CWRDhBu_d_NWlS2khHM2xMyyYWz1KwFtS1ClMa0PqR9IEdKJFQH6yKScxuns-45jfnmVO1XSmi0j7im7Y1by2PA/4ng/8k6a-P0XRkGRH_qzPw1_0A/h11/h001.N2qLpsDJ30fmauoeH2KOsjmhvMOhFb2EqxVsnMblCp8" 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/44eeafdf-2d98-4fea-bf8e-ef1cdad20914/Superhuman_Jan_20_-_Baptiste_Pouilloux__2___1_.jpg?t=1768903710" 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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhC3EYsTKaF-NCEPRuu5uLRX1WMQVBl_c-H4VMbJb1LLmUG2wg9PxLVHErK4qEH-TUDaoqLtOM5ecb20sCiKbzf0CNTIWdxLflcX-sqPM9vkrrnBOWOEdV14reu60tk_Q-JdZF4zpdtdEu9dak6tlxm1rEN-kSCmqp7ZbFvbna_CWRDhBu_d_NWlS2khHM2xMyQQYXz68DRZq5BIjmyYDWUdaq-mKc2cCai6zfld6duJRP7VBf9nvMONXoMXxaRPcw/4ng/8k6a-P0XRkGRH_qzPw1_0A/h12/h001.v7ZOdPfNmzMmacrv_JPp548nzR9aDZ9LcMn-2ABcyf8" target="_blank" rel="noopener noreferrer nofollow"><span>This new report</span></a></span><span style=""> breaks down key innovations in workflow orchestration, multi-agent collaboration, reliability, and autonomy. Use </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhC3EYsTKaF-NCEPRuu5uLRX1WMQVBl_c-H4VMbJb1LLmUG2wg9PxLVHErK4qEH-TUDaoqLtOM5ecb20sCiKbzf0CNTIWdxLflcX-sqPM9vkrrnBOWOEdV14reu60tk_Q-JdZF4zpdtdEu9dak6tlxm1rEN-kSCmqp7ZbFvbna_CWRDhBu_d_NWlS2khHM2xM6BB_KcU7J7bGX1qXK8gowFjr3hsqNCuEuq14AARTlZwQNEukS4R3yghPmvF2BUavg/4ng/8k6a-P0XRkGRH_qzPw1_0A/h13/h001.yO0EwPsAiE9zntvN2HY9sgYOzyawq08JBIJ6-MfeUYQ" target="_blank" rel="noopener noreferrer nofollow"><span>Glean and Gartner’s frameworks</span></a></span><span style=""> to ground agents in company knowledge and govern operations with confidence. </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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XquhC3EYsTKaF-NCEPRuu5uLRX1WMQVBl_c-H4VMbJb1LLmUG2wg9PxLVHErK4qEH-TUDaoqLtOM5ecb20sCiKbzf0CNTIWdxLflcX-sqPM9vkrrnBOWOEdV14reu60tk_Q-JdZF4zpdtdEu9dak6tlxm1rEN-kSCmqp7ZbFvbna_CWRDhBu_d_NWlS2khHM2xM-G35apgtrIbruFr_OiMrf7s82lu1qAYFURXn2LnU-I4O_We7_ug8MnGSw6GsuuY3w/4ng/8k6a-P0XRkGRH_qzPw1_0A/h14/h001.rM40Uv072Hrqz578404RMV4llyyQfujUnPRbuBNVmhQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>Get the report.</b></span></a></span></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>TRENDS & INSIGHTS</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%;"><span style=""><b>What Engineering Leaders Need to Know This Week</b></span></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/c9b527b4-443d-4d17-945d-819aae0fa7ff/superhumanteam_a_team_of_5_software_engineers_building_a_rock_a3a5e4e5-050c-4ce3-8045-4a2f4e249c20_1.jpg?t=1768906580" 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><span style="">Source: The Code, Superhuman</span></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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJcJiUUjlEDKh1kfOj7IjF2Obpv6uv6k4z04b4dUQH4jVn9iNIfQ8YPTBQlQnICBm248Sfv5V6pDMJwCDrOjABS6PlGuM6WTf1eTuBwDI2lsl8sICPwm0OpCWq85NExc6QMF8uv5YNZi-sSOb1DFR_1yHjyBbmRDGFMqhyNXYlRZ3jZJ0YCLFjfUCSQmnGL5KEEDXmSInzydJ2T1SxC1JPCutIZYtjP9o6KqLAg0-3dWi-K5hGBnPeubASEh8HrQxkbKmMBYeGRiYUfD32fBWguVlQGBbc_sJHBvcgYdXLWE7nwWjoIyOxuPATYDxswxeRO26aV5oxPxo-N53qqLeMVfHM62mFYlTohLo77VLifRb/4ng/8k6a-P0XRkGRH_qzPw1_0A/h15/h001.dovHWSLSWOyUtR5zRlDb0ZX_aaIgRzLrWzVnj03rCDw" target="_blank" rel="noopener noreferrer nofollow"><span><b>What separates great engineering teams from the rest:</b></span></a></span><span style=""><b> </b></span><span style="">An ex-GitHub Engineering Manager argues small teams can stay healthy by accident — large ones only get there on purpose. The secret comes down to three things: defining what actually matters, setting unambiguous standards, and making reviews a regular rhythm rather than a rescue mission. The fastest teams aren't chasing heroics. They're running predictable systems.</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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NBAV2w_fKeF0d0RQJeF5lgp_accZf-y0JGG1smXCxf4hLTtXtOYEeYNzTpG7o33KBrkHUvp851fjCM7Mv0fmAF_FKLR1yVF-29sW-r9W8AfRibJQPjd_IVwh8LB170Q32BxxUBwTh8GGDEwZkM4OmguirhjifH3F6aT9W15hebJv2RDhP6i_Gi5xq9PW4MSPErN4Kh_Mjucb92ZDDJ92cHkA18qBdZ9_-3Rt2BRTtT5Kk9qlTTLHf5aVnATe_4EpthAZ3skya-EqG24rXK3LU2xGOYjEVKiX2RTCgunK15JBmn7iQvQwls-zvXFNYV6RR22-DKw-ZFFTVD5CssPkVT4/4ng/8k6a-P0XRkGRH_qzPw1_0A/h16/h001.9z79zt98fViTWjpObty8-Dhn5W06ZAQOvRcrv9VP8t4" target="_blank" rel="noopener noreferrer nofollow"><span><b>How Coinbase turned hiring into an engineering problem:</b></span></a></span><span style=""> When crypto boomed during the pandemic, Coinbase needed to scale from a handful of hires to 150 engineers per month. Former VP Luca Bonmassar shares how they did it: standardized roles, centralized interview panels, non-negotiable offers, and 2-week onboarding classes. The biggest lesson: Model your hiring funnel like a system, measure everything, and eliminate bottlenecks with data.</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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1NeVm90Md9TSDVuvLnObpMm5Dsf5nVwIii6VfzTvAVkbrocXzKU9Sn_S9mLandigsjeXKkZTZycJ71XaatZyRfJnUC57AulM6AiE0fa4FcevGNuIXQl-Gb1XSIrmPrFaIdjgAamB-vzfRwsPPbPOKXqiLaX_0p0ylQMCTqh_Wdsb5Bg8pIJ8VrJQMGXj5OjlNbJxdNJdvjICS1DAoIJLhi_EqpfBkbJgRNH4DM3HY59oBlOOF0NpHpmhihtllXTg_N06nbZ4Eh3P4yexJxAGKwJLHA-BkNo5DsNqfrd76fg/4ng/8k6a-P0XRkGRH_qzPw1_0A/h17/h001.LzJiWSPBx_fsQa0ibRPA_gEWfzDwoJOzw77vxf7pPE0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Will AI agents replace enterprise software:</b></span></a></span><span style=""><b> </b></span><span style="">Box CEO Aaron Levie doesn't think so. In a new X article, he argues that AI agents and traditional software are complementary — not competitive. He compares software to factory machinery and agents to the workers who operate it. For engineering leaders, the takeaway is clear: don't underestimate your systems of record — they'll become even more critical as agents take over routine work.</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 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%;"><span style=""><b>What’s trending on socials and headlines</b></span></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: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 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:617px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/6bb57c6d-ae8b-4c9d-a903-e9c636d8626b/image__75_.jpg?t=1768900865" alt="" height="auto" width="617" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:617px; padding: 4px 4px 4px 4px;"><p><span style="">Meme of the week</span></p></td></tr></table></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=""><b>Code Smarter:</b></span><span style=""> This </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5v7ij1BhK4y-aUM53_J936JCsEXlFayj2oGkISMtGjpJAOXXh6UWPfzTLqE88LJ3olob2CjDURzbnGZirokhjPIMCDLOFvG6BE0dTPabp6_8qhO1eSmMFQ2dMOlmp6mf6vDY-k3UMVt_yJF3JvhD8qUy_LUreBMHmQH98S8dH8otrFca8FfUv7quB7L4FZljFZWDRXg1feo08u2d63IDB3zRLkW2CmAEnWJudn4dxX3cQndc7t9A7O9hT66uUzoj5hSE2BTMK0BSGeOlAAX00uXWY5uIAgKV9PJvdUSbGjDWmanpvRUAtFBLEszrVzpLw/4ng/8k6a-P0XRkGRH_qzPw1_0A/h18/h001.LocMHKRX07RGhM--3FYBB2nZQ1N9xtEs_Nho8K974uM" target="_blank" rel="noopener noreferrer nofollow"><span>viral thread</span></a></span><span style=""> from Cursor engineers reveals how to get the most out of AI coding agents. If you’re a newbie, first watch </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0Y-VyxdwnT_lYro7TaHKtv9gEGeQ0gMLDObszJtEZn_jGNKliYK-yeFN1a9plU28netyTZ5V46qFzHUYonYBIybOkFi9C-K2q8JORCETDwLpTa_8BD8Rxw1lltMMTxiH5lKDzuGoeWfqeCg_BtytGPcew6LFS0NgNxiG-2zIQDo_g-zO5ykeBhv0CJkO1Gsa67YJoT4IvDAkvseJqvCM1WvpafTSwmxcaho77Y-IaenZ5IemE4Hg8ITzGQT85mWlQAr66KYJW1t0hYdQkRLKwPNdb0YwPuFmLee-BofU-jwV9QkKe3EoRf8Pq0335hMDw/4ng/8k6a-P0XRkGRH_qzPw1_0A/h19/h001.lrhJPmEu-aOH78xPLKUv4PbJ8uSXmH37z_uaKcIOF6I" target="_blank" rel="noopener noreferrer nofollow"><span>this</span></a></span><span style="">.</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=""><b>Career Guide:</b></span><span style=""> An ex-Microsoft engineer </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-DeMlMZxtcEuGU3fQhp66L8Nb9AXz50MylMmpwZ1sXScBskvYB2OjyPkKgNpn29C7MThq96_KhajnXSskaFyT7U1IIDvn8CjvRcs_mewVNsDXlzW4efQL-h2JkRBR_Mox9CJBS2fFg1ryAFRsLHxYBjs5HJU1qwB4l3YiVEmnPcaMHCpAZQya_upukW_Yrxp_gUZgOM8tJo07qy9vVkHUaA2PLXhGtbzZXMV-hWi-Qx6jrgs4TaoGgi4Q6YU5y7bL8Gym-JEGKZSuR_sxCEprKuIzasbRJvMRCBH_BQDbHDHpUnfVm8ugG00LT2VfQr5g/4ng/8k6a-P0XRkGRH_qzPw1_0A/h20/h001.h4897_GoiWTzTJ7mt2cHfgRhtXsv3fXHpysb_xQG4sA" target="_blank" rel="noopener noreferrer nofollow"><span>explains</span></a></span><span style=""> why memorizing syntax won't save your career in 2026. The new skill? Thinking like an architect, not a typist.</span><span style=""><b> </b></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=""><b>Agent Upgrade:</b></span><span style=""> Bloated Agents.md files can make your coding agent worse and cost you more. This </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L7Nk6SQdyH-YUcmNmWQbbdopkM6Tm9iKqorrFLcuMf-Ii3eqa-4C6rE1IVh_avKiCFavZmCt9TROUKI1Iseq9jQWnUGPoWLYdP11-WrsgQBbH26PSliuCUnikJQ6oO3wRhFRhXp9SjUCbDxQOnqtT6uqMeeEr8Y1kH9V4JQ1uzrSdSBu4p9UFpOGg6WcZaE3YAN352u_2xOlJ1__VX--flkP0D9ve7nlw3A6UcprLmsae9cMHjb2SYTh_xZ7Yoiu3zRQbGOHgkK4qo25UGFsJxU0SO6clVES-v1VT2msz4x64PL4cQnWqLxVNQvgBkAC_Q/4ng/8k6a-P0XRkGRH_qzPw1_0A/h21/h001.xZXJ6JGyMaADdeKqSdHZtDjBsRYgY7_b2uNy91IaXWw" target="_blank" rel="noopener noreferrer nofollow"><span>viral guide</span></a></span><span style=""> shows exactly how to clean them up.</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=""><b>Empty Doors:</b></span><span style=""> This </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1wcw3qhlqAsnTXcrtL6UeZBwpc4dCIuL_KQScdxIo7uQaHEIv5zS4veNFpTTBTpKjzjxKks1vBZUJwBeGxI34tMxhUSSVxjKxg8Bp3NhntPURgK57CBTD0K_j6GfcfIvolXTZaGxRWb0qinXCp_9aTr3PDn0bfYT4DI8IOeArlcOrQf12MS4ungb_lgSDywYyIBBG6wadWyf9T_zk-bFEc86IQ3b8InsuuFTGrX3QqpCbG5D37Bk5QVi3nBjO2FwHCk7OyPTjgfXJSvOIAGk3jxw7BbdmIecVMUJCgtHntsHU7Qgvv8TVBlrs7YWZA_7w/4ng/8k6a-P0XRkGRH_qzPw1_0A/h22/h001.FhO2tcEPtLSt0DGyi-S7oFek1kenBVM6YJOmDiF-BWI" target="_blank" rel="noopener noreferrer nofollow"><span>viral post</span></a></span><span style=""> explains why online job applications have a 1% success rate — and the 8 alternative strategies to find your dream job.</span></p></li></ul></div></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 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="">Blackbox AI just dropped an </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJYKAKaRjQ-dNbPHcH7tC2B-c9w0ZcGAke97V5gQGwrBwVP_TZzzmKnH9gg8e_FF3qK-Lj9ugHyOx3IyRxkhOGcWeofwzPTTOMJGzCE9OUuiYwxByX0NyGUnIzOYH6abmkSma2SULG-qJIKON7bT8KO9zrdUkce_9gS0A58FZWPTsWNXaKZtg4HYPm4UN6QExP2Xqru0qDdgLhFvRB_7wvNsOjpFOSpC-5wrPA8yRMMfNSlmk89FrTMSS51vlPWy7Bt1ZtIC82EET0so-6a8VJ_g/4ng/8k6a-P0XRkGRH_qzPw1_0A/h23/h001.I_Hq8-LBEZdkVJt8Dq1H-qkH_BGGIj5V_QY5MSMRUmw" target="_blank" rel="noopener noreferrer nofollow"><span>Agents API</span></a></span><span style=""> that pits Claude Code, Gemini, and Codex against each other. The best solution wins and deploys instantly to Vercel.</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="">Elon Musk </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LwIbJfZaBJh8y3c6kwY6zQIyaMuOCvFqTv2etHYDY8gNq8tSn33DwtaHZAnSzJEBM_aL4KzaP7yIabSc6gBk4exWudsF17t8I9A0oze8wojv3ta1tT-cySqpSUlrh5qzVKk1lTW5JOnb-BHbjCAKdtRYVb4I5XIqqjsPobUtACXnbbAm_xkTYjye5Abv7ErNfD3lt3kvvP-udUdCNlArXJkoApkGHXAW5jF_dAvTQTG7SuZyU_Ke9IWAnBn3Xw8uJbFCRT5Y8713j-nlVBIW9vxrSmpTsDFs_kEkHs4Cy6lrmEpKAdS4wkn4aAX5EJKLzQ/4ng/8k6a-P0XRkGRH_qzPw1_0A/h24/h001.tguxeN_wHLod_ebu8CS96rYSPuDjdDtf_53IKS8Xm3I" target="_blank" rel="noopener noreferrer nofollow"><span>announced</span></a></span><span style=""> that xAI’s Colossus 2 supercomputer, powering Grok, is now live, marking the world’s first operational gigawatt cluster in the world.</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="">Openwork </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L8kYEc-v_4Ab2tNraly5oMgLXljYeQc2LR2gnup494_Qiwx_-FcW_HitF-mgFkO1dV0acNkQRbiaoBIwC4ZhG-y291RuWSfzY5TYntO7-7fQumRkdnq-Xk65qX9IkyZSLneTIUOYINTVYFPGmZgUkQeTzQPdr_FJXijZn2Mw0CnmGm822IBSItNA5vkPD7SXd1F5TpYry7TOiNJRkufRvssTYrZKIhjXPoXBIZVbOsjIJtMqGp4g1kFl9qEouugJT-fcsk7gfTPwU5jSdRRJqLzqNFy4buftxwAipM6jIaewcGYDx1hqmUu0QNSS4xqRkg/4ng/8k6a-P0XRkGRH_qzPw1_0A/h25/h001.y_bD9P2b-mqYHP6lPzs9z2H2I5KeemU_rjERW7qtQEc" target="_blank" rel="noopener noreferrer nofollow"><span>launched</span></a></span><span style=""> an open-source computer-use agent that is ~4x faster than Claude for browser tasks and significantly more secure. </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="">Black Forest Labs </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L5kPJsLrZlFb8D74lhH5drDvQyOIo2l3LDNMM0k2StoBAq3xyTSqZMu4ksvN1ho0JqWvVFASEJf8Km9xLtFJ6qsPTpClMLrKYDPsPUiliRpmJ4ZstfhqynXXF-gT-7SL_spk8duNvQf-vhDTEDTgWXCvVx0vbpcj6q7gS7mLeExxGdU_2OsP5NeXf70APHfxrIGfxi2a6K3WWDHw0m1yKWsUGOsSbrQF6RRMrdcJLSYiRIpZtFIBw80EkwfceccsMdn2bqBnru16IOpwYmqtoFWYCOYmCyD1PjHoTckWbpY9jmaMICp97j6S8EEmk-kITA/4ng/8k6a-P0XRkGRH_qzPw1_0A/h26/h001.XLEeN4UI5oWxujaTSFaHOyQHis0hPRx5qmX0sr9GSVA" target="_blank" rel="noopener noreferrer nofollow"><span>released</span></a></span><span style=""> FLUX.2[klein], a new speed-focused variant of the company’s powerful AI editing model. </span></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>TOP & TRENDING RESOURCES</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;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style=""><b>3 Tutorials to Level Up Your Skills</b></span></h3></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.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxdzPkp2OjonMOZtk_IPSHssNpGK91OjH6r2ynKptp7R3Su-xDiiLT9oqWR5nZREEZrDjHb1Tc5BsrhXJ8PbAORMEoj7fRcwf88-UYWTJHM69wCk4TYwxGYvdIoORimVS4r56cm199099efgg6RvfgIC5GXvtfXDxqKGo2lCJ3FwupJiuMpIK1SRwr97dZqi5kPeg2wFQwoiA8IAEq22Llvr2OukbbS52Aj9heogcowWb5Xcn90KvMSlyyU7YIh8DLG1ACo0avWyu-DCaDwfd76/4ng/8k6a-P0XRkGRH_qzPw1_0A/h27/h001.nn8YHQSUsI92re-U13JVAW5haN465cA7hHqUrycWhZ4" 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/4f1d600a-307e-4f6e-bd55-28565eeefcf4/Black_and_Green_Modern_Finance_Business_Report_Presentation__6_.jpg?t=1768904766" 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><span style="">Click here to learn how to use Plan mode.</span></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" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqurfUThgThGIbYFq2GU1iJjxdzPkp2OjonMOZtk_IPSHssNpGK91OjH6r2ynKptp7R3Su-xDiiLT9oqWR5nZREEZrDjHb1Tc5BsrhXJ8PbAORMEoj7fRcwf88-UYWTJHM69wCk4TYwxGYvdIoORimVS4r56cm199099efgg6RvfgIC5GXvtfXDxqKGo2lCJ3FwupJiuMpIK1SRwr97dZqi5kPeg2wFQwoiA8IAEq22LlvpT0oVUIFBUurx642PdLqcoNDmlIEgLLzGQIn9DeFWWNnSjuEifBXZfH__LLvvhr5/4ng/8k6a-P0XRkGRH_qzPw1_0A/h28/h001.cq7TIlc476cU_Dp7Xsq5N51qWju5aF5Kn6IpUjHDllE" target="_blank" rel="noopener noreferrer nofollow"><span>How to use Plan mode:</span></a></b></span><span style=""> This video deep dives into "Plan Mode," where AI agents analyze your codebase to draft detailed plans before editing files. Developers can leverage this to ensure the AI has full context, catching errors early and refining requirements. It’s a crucial step for accurate, safe, and efficient AI-assisted coding.</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%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L9QUgIM43f_Cw0FOPNXcWUBCNOn75_rwPmCFV0WnPzUS1hIRTLl4yceK8cEemBvUjV-UWMea1PKuOEeXp2bgunvnh25yKBuxbg3U2gpA0nGL05izwzB1IzJF_PvRfwvO5QRu4rvTjpu7oI1P_Wzqi31tqsZFrOdQelirtCx0W-mplRNAWBrjims1PKUW1DRMKSyNM1b6TR1d1e-Venxsg_3GundEhG6o5EG6pM4Jn80Erj7t4HkHwa0ZXpmQHvqIwGTWvoTMhMvXEgmIT1PkStDe0aQddeNfvZDb1A_ym-luytT5qZAmM6s2ppeET8mTJA/4ng/8k6a-P0XRkGRH_qzPw1_0A/h29/h001.kNyQ0ocQMnSkmAYnumxOu_-Q2Dki5DxKTmlUyt-s4kU" target="_blank" rel="noopener noreferrer nofollow"><span>Claude Code power user guide:</span></a></b></span><span style=""> After 10 months of daily use, a developer shares his complete setup for Claude Code. Learn how to chain skills for complex workflows, set up hooks for automation, and manage your context window effectively. The key insight: keep under 10 MCPs enabled to avoid performance degradation.</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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L3JFLwa8nFRQBZ4saUMg2m7hf6JvPimHJZxaSp6T2674zcXLqwzMzQSLC1RJ2UidhGhTmk-6TTTg4hVtcp_Ywb47sQLvYlu2cHgV0kbQiyUxiLFBEefiu_jY32k18ffDs-T8Zu7HqtFWmeLqXAOrmIfKwwYSsuxjtbr66RSe_G4Vmzw-KrA7ncNPiB4Rjcmi8FdK6wjPRSvu-maa-oCYC9IoLVLlsq9qDQJNjXL687rDarLamRoHcsSHgkyxoiZm8vM6vyH3zQfpvi8GFcwhvSGpRRDdKRZJZ6CXyP-bbE6kfRvKgP-pqc1UsCOnlfkeLA/4ng/8k6a-P0XRkGRH_qzPw1_0A/h30/h001.L6n3YDOshH_IMnvvRLJeAFB5FFuPwMR_FtAAzeZXTC0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Orchestrating multiple agents that actually work:</b></span></a></span><span style=""> Building one AI agent is just the start — the real challenge is getting multiple agents to work together. This developer guide covers three proven patterns (supervisor, swarm, and hierarchical), plus practical strategies for managing token costs, avoiding coordination chaos, and scaling to production.</span></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%;"><span style=""><b>Top Repos</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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkh11IdLv2CU20gxI7N1juZA2cNvKlPIuaic5sRDYNbZxe6J2Bhg63iGqv63dEhQzHOHtcZXZjWuzembQ6q2W5z3291SyLQdWlJkkGIBuDGJ8nCn38mg-E9vf2qXbzJlUoRyt99T-RdxMh457J0dus_4ZIPrjOAqik4KxsIzTlpa399w2aKTd36XV_jAAAxD1UOiKf6-fIQD5lb6yzNikn5JXIBBAmPbBsn9sAG-uGX35fsSVlp46HMnE_aBzwGGf88Jq2DTuwKvWLF2Sw0cFcmDLUqBU2slIQZ_kr-shjnxerTY-1pzI1LSo_FZ3akhDSw/4ng/8k6a-P0XRkGRH_qzPw1_0A/h31/h001.3ghAGB0vHbJG4vc_3b71UBMBeLnL66aJMFjtH8zQLuQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>Opencode-ralph-wiggum:</b></span></a></span><span style=""> It is a CLI tool for OpenCode that uses the "Ralph" methodology to let AI agents iteratively self-correct until a coding task is complete.</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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhknuQTEc4oKucDjZz2Ou3hEDRL0SFUEbfVPpCqomsI_DqLBlRVvp_OF6XgvBbEifp-1F1ZpTs2YgRRKUA5XRA1IORqFRzZyzyXOVsoNKG1oXRD10gkq-i2oQPKoWDk_4J_x8or_m_HpQOy9ErhXj2gJYdZiITDlJErRps_Lpv5qdyhwN-XtSycNoO3sfIRL5RsXZcfjNKVQsd9b9NDRw1YR13ZA01PLShingzQzcTJueB6ypdVFGkQZMDnIXJB3xRveYnXyhisHUWHsb9Ce3LD3ZlBjoYkRnaWDgwrnpRluhR/4ng/8k6a-P0XRkGRH_qzPw1_0A/h32/h001.gMugo2y721s_3H0BNOTJJdlvL43XhZXWYCk9O097EhA" target="_blank" rel="noopener noreferrer nofollow"><span>Claudeception:</span></a></b></span><span style=""> A persistent memory layer for Claude Code that automatically saves solved problems as reusable skills.</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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkl3_1kr8_MjJ77HHTkhq2s22PhrJwcEPXaMO_r7ahMz7b-AaspgelxeS7Dd1Uqlmru6UR99zD1E0WFGcYziheVyYJjR5hgKEJBFg5-nr0V0W-iQRZVUOplFtrxA_4tGe_kZPmtPTzf0SN0ZRCQ4UobkfHYC21PDyTcnIyoO8ydE1uiJahSUWOw7KK36_1liQ6iggTR1vD3mCXKfTtAeMH1Eilc8IX0CM4NIrOP9pa_Kr9h0t3AZQjCjDmtS1dERRLdwDqHxQf-AiNwjQBQldE26HewOo-T1e0CYAEdac6Hef0BNCism6eecw1tXMzh4OlSrtcKAXWbCiDEz-54Y0bzo/4ng/8k6a-P0XRkGRH_qzPw1_0A/h33/h001.756SJtpcuS083i1ego4_RRmQ5Zy1WEd9GPC6XzZ0SFQ" target="_blank" rel="noopener noreferrer nofollow"><span>Agent-skills:</span></a></b></span><span style=""> A collection of Skills for AI coding agents: currently contains React/Next.js performance optimization rules, web design compliance auditing, and instant Vercel deployment functionality.</span></p></li></ul></div></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%;"><span style=""><b>Trending Papers</b></span><span style=""> </span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L-gM3DIVsoVyD2ZdSk6w2WSx6lhNEGTHztWpkQh8riQ4glY0p-7WeLrR3NgpAzE2as63NbqQdgJ-Kv0bu0zVRkqZ1csgciuOs7fn-cdF1HMOr7XwutQmMKOq6eoiUB-5yArR_kVpUFTaE6HxZ5ohUTWL3fopVE2bbA7t-oiSWT6-58L5NFJ-1Tsgy-8Db5xD23_4xJfEDs5h_uj02bgww1F_kwNxa1u2GFDOH9EsxeEPiol3ADTT3auIfhiUbio1JVbmaqYYxDTy1VTgzNiSb6Iu1P_8uUZUAkXanOGRkJyfKvODgwh4aeQOn98SCFhfFg/4ng/8k6a-P0XRkGRH_qzPw1_0A/h34/h001.tqmbg1fU0-EgbkRB9MSwyW1U65LC8BOn7N3R6E8dj_o" target="_blank" rel="noopener noreferrer nofollow"><span><b>The Assistant Axis (by Anthropic):</b></span></a></span><span style=""> Researchers studied why models sometimes drift from their helpful roles into dangerous behaviors. They discovered an internal "Assistant Axis" governing this personality, finding that stabilizing this setting prevents the AI from going "off the rails" without sacrificing its capabilities.</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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjNHlf6_LtpgAypn3Faf6TMoqWygGq5XOfps5boZb8Wxa1s9ZRTr5R2xlifhSRda6hWWPMo3RqiybTmsH3h3Ab_jgQIRfI_BVgFUVWCvdfPYQhKQ_--jdOha84U2HSc6DplRps4KdTYtkThOaHtEA7bdi0hVWm32bA6t7-zoAKZad03X1onivp-TH82JdkjduB65q5ELod52krqeXdxiLj6JKogiV3ZRZy6zgcq5BSi1PQM49W2P7Ek1CLC-V4QaMtWhQigsIpUqJXNfnVVke0Ci/4ng/8k6a-P0XRkGRH_qzPw1_0A/h35/h001.gbF_WlmCjmU9jNJ6WREDax-5P24rtPnmlQ_Sf92xBe0" target="_blank" rel="noopener noreferrer nofollow"><span>SimpleMem:</span></a></span><span style=""> LLM agents struggle to manage long-term memories efficiently because storing every detail creates clutter and wastes expensive computing resources. SimpleMem solves this using intelligent compression, which boosts memory accuracy by over 26% while slashing token costs by 30 times. </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%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJTni013zseu_GX7GnLiecjMr7cio7-EBL3QZs9c7wWJ_5THWyq3GG3Uy1asgWWJtTpsZMp-Jirau3AadxPg5tDEh5ZxwoNB_UBmVtx4MB3AYrhpLAO_Tg4pXz9lKnP56c-RmsHSh_7MKHbLkc6I_hDrGfuadbpyUwkuT5cbEA8hfhQMHIJMAiIST5byS2vobaLU932azWg4rxArLzvZAM_4AJThQx92E8wxs18bN-zAtJ67vCbfly_oWAXnBk9EyS_rwc-TeL7wAK9MK_9IjmGNC822Iq4X-HmLzEKpBdsSM/4ng/8k6a-P0XRkGRH_qzPw1_0A/h36/h001.rn6UZeYhTeoIfbtPGxNthDgmhXh5tuCyXqDBoFcb4O0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Active Context Compression:</b></span></a></span><span style=""><b> </b></span><span style="">This paper discusses how accumulating too much history makes AI agents expensive and slow. It shows that letting agents actively summarize and delete their own logs reduces token costs by over 20% without lowering success rates.</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;"><span style="">Grow customers & revenue:</span></span><span style=""> Join companies like Google, IBM, and Datadog. Showcase your product to our 150K+ engineers and 100K+ followers on socials. </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukg2WkDQFtGSBHA5_1_aSjBSny57Pg9S0g8rkJc0Vn9fVlKpmUYIKtbzCNK49A4bb2FGoMHQ-Kl1xF4r_ygjggEXBnwdJX50VI3VNf5mA585hqZSZDgGlk02K0VrL3B1s6XOnv7Y-rT9gD1fUN3JCLIPOO-JVqvaLODmOfWkgvMnGFU1RDS0gECHlVrWI_WJD7cWs1mgG482LY-6Qik87RNfO91uEQzJT6wsz_gBVLwoyqvXc3XC9WnFCIRp2kNHkgaJJ7LS_uLdiyUUv8fkHdsR4V7ioldRfBBAXrhvmq06/4ng/8k6a-P0XRkGRH_qzPw1_0A/h37/h001.ydSDVX49I-IUSz6KujZpl4rb56BnqZIgsfAGOerMa1M" target="_blank" rel="noopener noreferrer nofollow"><span>Get in touch.</span></a></span></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%;"><span style=""><b>Whenever you’re ready to take the next step</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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePTOVmGv5CMvQSKy4B8_MzjJ-T_0-Pcdle1Z1qpk7AhFKkuidNc0bC6tUHrBZtKepiuu1rghAB9NF_F6JLKDtHAvopLx9qJpL8eDbpX_fgoqJFr56R5qxIWeP3oQUZ6lP7tctxVOV-5Ke8LPvcqY5xirWfDrDYtbGVG7j4tDvxpYOlrMuLwgmM7p4Ce-E2dX8Du1GwoyK9mvF_xW_KM2_7bxqnO4B5eBNhpI468BhAGY5XlnQ7QlHLqTgd_-Jdua5ihz_r2D8R3jcjUTzyXy26yh7eid4e5e3UcrqH7XVaFe5/4ng/8k6a-P0XRkGRH_qzPw1_0A/h38/h001.AQnW6FeC4OgJpq4d30BIRTgAuyDRuRF9LsGD8F1l0ZM" target="_blank" rel="noopener noreferrer nofollow"><span>Top Resources to learn Claude Code in 2026</span></a></b></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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJcSd2Sz_qnPAsasBhmLwsCVZNu9tNAKt6oRmJl9BXvX9O3MBk1tmFymeXTCdnyHr4kBUsZeA5S-GE_QrQH275wsfnHYc20IjdipbMVkgv7Z0251R6M9ERJHMNt09waDaBcUlszbY4SdhubnbsH2TibzDIgpbnWnZbXvnNHqw3e6H4aQhkNet4rqI67gr40syjqSSQLAX-Ps_2kVCmIgo4UbsBvigE-pBI4V3NzAIkzO7WStPEM1GQKIUYjvvlHXdzIPhOoZuNjbx5eHy64JY9p1WmJD_3jB2K5VbcqNn7Rn9/4ng/8k6a-P0XRkGRH_qzPw1_0A/h39/h001.zlWUiiUVMepRTO317P7DXItzOF7MtgGw0VyVrXMXljU" target="_blank" rel="noopener noreferrer nofollow"><span>Zero to Production Guide for Building AI Agents</span></a></b></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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2JJ1WSIxuw-7v0ZBe49kAz3a1Sf0_emaOuI8zzUKVTNMafIq_v4-y5mePw0EoJ937QC9wmZGVdz0Bh4Wb4M7bZ4nFgs0Xx-THXGtSfiRNRpbV6xzBPG_Cs3vLKQ64HL-DdVSi2UQAkvbn5zPczNbtOjkUHGhv6zwBdFpwf66XpS2diqI6hog8yT8A58GzMh9tUmyA1fdGZiLZ6WBSX3A3GxtU5jEMgVydQZaojwE9-i2cvNm4MOAik-t0LCfWoN9nauNYUCWvqBjrf7eXLsEN60/4ng/8k6a-P0XRkGRH_qzPw1_0A/h40/h001.swcJfnD8VCoZ-F4CgxVR4UHx_LpYHbcwaWw4Nov_bws" target="_blank" rel="noopener noreferrer nofollow"><span>200+ Resources to Become a Great Engineering Leader in 2026</span></a></b></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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2B1_MacX6rEN8NQ1g5abqsQvLxx42hiUESlpdYMTymozulT9J9y4TruXP5wT04F__PdzwtejkaY12se7qSfyzBvaRCN7LwZJNRT2xyB-1rvFcEy6K8zkEHaDQdcnquBHEbD8EY3joqoi1QYzv2enOLGKxDzvmgbx1i9QHNcMtLJdjLqhJtj6Jcl3c5Gxc0DqrE1rk_2k4Sb6cSk3VgwgJ1xoaggwuNSP9dG3gwhnDefHAx3faOOo3kBFdWNYh_IbIe5PEQUOXdqikXMrxh5th3w/4ng/8k6a-P0XRkGRH_qzPw1_0A/h41/h001.sellk7-2jZXn9PyazgohbCiLUusStN0yA_q8t2jqm-E" target="_blank" rel="noopener noreferrer nofollow"><span>The Ultimate Claude Code Guide to ship products 5x faster</span></a></b></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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2BPT9KLgQe-ZvV8dwKceceCj7kdoT3hWVV9iy2SQrHPfVVXPAHoQBJddcZuZzU5AEbj9QUxKPkYaXdtt0rVvGJEBOT0ZdjoChxx4jn0flYhI3umi6fRp-T885CE427K0c5G6kxVriNwIn9pNSsu5kjer6Egjy3GdcXd7fytb4zADwazq56qFJT5xYw0IVNLGTVOYo7J2FSj6qgRCBIvuWCPH76SzB-162TLaD8GMrWtoLh3AYs_3o-yq4kyCULdM3w-CgY-2YcgwPEeCOOt19-A/4ng/8k6a-P0XRkGRH_qzPw1_0A/h42/h001.Gndw-hdPX0Nk84s1iW4EzfnGQuG6udps502_---Kz7Q" target="_blank" rel="noopener noreferrer nofollow"><span>Top 10 AI/ML Research Papers in 2025</span></a></b></span></p><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></li></ul></div></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 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href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GGzrpnmxk-vsBcYEcvrBSuW3cemWtB4p1VibkEAyxzJH9kEBBSSDeRZFs_X467nMkYheWlFUnqL8cXNGmVJ5WMkz0_4Pzxqd8vAnJk6bg1-g0yKaVDl_t_nrvxhutxqPNCAIaarrnKuZdcJCqXaDZCqC5K0ygOdci0SLN5JWgwy6ADNGZdifX8gPydf9KbTge0eJEoMk-qgscsNDtGvg9PL2k7OcxJKV-n27aHVFJhZw2YdzAGWjS7-6o082lNakqe7tbzp8cNV9nZmyXu4CzM34tgZaHqlsZg_s7tiMDJtDEwsh7T-fLQuwHzOb0mUBdU1HWorvww2Baqnl30uvey7Rvb3GSq2mmDw0ILW7q3bXFPI_3AxVPNhydcOMfvhJGOwgwgvVw_hFUyx_Gz6cVQQVbsE--T7x05wr-JVaqhxD3PkU1OldNYSWYVkek3iVJXoendVxP-B32A444gkOY_GW8YqbVWBw4mv4cSRLJOR3Q/4ng/8k6a-P0XRkGRH_qzPw1_0A/h43/h001.hUv7GHDKYeUwWjhr3hyarVYBHz9D__9WsEW75Osu_BU"><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 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**Welcome back.** Something's shifting in software engineering. Last month, Andrej Karpathy admitted he's "never felt this much behind as a programmer." Boris Cherny, creator of Claude Code, revealed he didn't open an IDE for a month — Opus 4.5 wrote 200 PRs for him.
Now Ryan Dahl, creator of Node.js, has declared that the era of humans writing code is over. The key skill is no longer syntax — it's orchestrating agents.
**Also:** How to use Plan mode for coding, what separates great engineering teams from the rest and 8 strategies for online job hunt.
--------------------
### **Today’s Insights**
* Powerful new tools for devs
* 5 hacks for agentic coding (by Cursor engineers)
* How to not kill your software development career
* Trending social posts, top repos, new research & more
———————————————————————————
**Welcome to The Code.** This is a 2x weekly email that cuts through the noise to help devs, engineers, and technical leaders find high-signal news, releases, and resources in 5 minutes or less. You can sign up or share this email [here](https://superhumancode.beehiiv.com/subscribe).
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##### ** THIS WEEK IN PROGRAMMING **
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Follow image link: (https://x.com/i/trending/2013327669048365171)
Caption: Click here to see how the tech world is reacting.
--------------------
**Tech leaders say AI marks the end of manual code writing:** Ryan Dahl, creator of Node.js, posted a [viral take](https://x.com/rough__sea/status/2013280952370573666) arguing that AI tools have ended the era of manually writing code. He's not saying developers are obsolete — just that their role is shifting from writing syntax to higher-level work like system design and validating AI outputs. Several [tech leaders](https://x.com/i/trending/2013327669048365171) agreed, framing it as the next natural abstraction layer in software's evolution, similar to when compilers replaced assembly language.
**OpenAI introduces ads to ChatGPT, but developers are safe:** The AI lab is [bringing ads](https://openai.com/index/our-approach-to-advertising-and-expanding-access/) to ChatGPT's Free and new $8/month Go tiers — but developers can breathe easy. API, Business, and Enterprise users won't see any ads, keeping model outputs completely independent from sponsorship. For consumer tiers, ads will appear after responses as UI elements, meaning they won't influence tokens, reasoning paths, or rankings. OpenAI insists query responses won't be influenced by advertisers and released [an example](https://x.com/OpenAI/status/2012223377352577460) of what ads might look like.
**Z.ai drops powerful 30B coding model:** Developers looking for a capable local coding assistant just got a new option. [GLM-4.7-Flash](https://x.com/Zai_org/status/2013261304060866758) hits 59.2% on SWE-bench Verified, outpacing similarly-sized open-source rivals. It handles both frontend and backend tasks, with weights available on HuggingFace and free API access.
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##### **PRESENTED BY GLEAN **
## [**Gartner**](https://www.glean.com/resources/guides/glean-an-emerging-tech-innovator-in-agentic-ai/?utm_source=3rd-party&utm_medium=email&utm_partner=superhuman-ai)[**®**](https://www.glean.com/resources/guides/glean-an-emerging-tech-innovator-in-agentic-ai/?utm_source=3rd-party&utm_medium=email&utm_partner=superhuman-ai)[**Tech Innovators in Agentic AI Report**](https://www.glean.com/resources/guides/glean-an-emerging-tech-innovator-in-agentic-ai/?utm_source=3rd-party&utm_medium=email&utm_partner=superhuman-ai)
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Follow image link: (https://www.glean.com/resources/guides/glean-an-emerging-tech-innovator-in-agentic-ai/?utm_source=3rd-party&utm_medium=email&utm_partner=superhuman-ai)
Caption:
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[This new report](https://www.glean.com/resources/guides/glean-an-emerging-tech-innovator-in-agentic-ai/?utm_source=3rd-party&utm_medium=email&utm_partner=superhuman-ai) breaks down key innovations in workflow orchestration, multi-agent collaboration, reliability, and autonomy. Use [Glean and Gartner’s frameworks](https://www.glean.com/resources/guides/glean-an-emerging-tech-innovator-in-agentic-ai/?utm_source=3rd-party&utm_medium=email&utm_partner=superhuman-ai) to ground agents in company knowledge and govern operations with confidence.
[**Get the report.**](https://www.glean.com/resources/guides/glean-an-emerging-tech-innovator-in-agentic-ai/?utm_source=3rd-party&utm_medium=email&utm_partner=superhuman-ai)
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##### **TRENDS & INSIGHTS**
## **What Engineering Leaders Need to Know This Week**
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Caption: Source: The Code, Superhuman
--------------------
[**What separates great engineering teams from the rest:**](https://abdulapopoola.com/2025/12/01/the-quiet-discipline-of-great-engineering-teams/)** **An ex-GitHub Engineering Manager argues small teams can stay healthy by accident — large ones only get there on purpose. The secret comes down to three things: defining what actually matters, setting unambiguous standards, and making reviews a regular rhythm rather than a rescue mission. The fastest teams aren't chasing heroics. They're running predictable systems.
[**How Coinbase turned hiring into an engineering problem:**](https://newsletter.eng-leadership.com/p/how-coinbase-scaled-their-hiring) When crypto boomed during the pandemic, Coinbase needed to scale from a handful of hires to 150 engineers per month. Former VP Luca Bonmassar shares how they did it: standardized roles, centralized interview panels, non-negotiable offers, and 2-week onboarding classes. The biggest lesson: Model your hiring funnel like a system, measure everything, and eliminate bottlenecks with data.
[**Will AI agents replace enterprise software:**](https://x.com/levie/status/2013018817610518642)** **Box CEO Aaron Levie doesn't think so. In a new X article, he argues that AI agents and traditional software are complementary — not competitive. He compares software to factory machinery and agents to the workers who operate it. For engineering leaders, the takeaway is clear: don't underestimate your systems of record — they'll become even more critical as agents take over routine work.
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
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Caption: Meme of the week
* **Code Smarter:** This [viral thread](https://x.com/ericzakariasson/status/2013423378380792057) from Cursor engineers reveals how to get the most out of AI coding agents. If you’re a newbie, first watch [this](https://x.com/leerob/status/2011810357942084085).
* **Career Guide:** An ex-Microsoft engineer [explains](https://x.com/ujjwalscript/status/2012552815257002377) why memorizing syntax won't save your career in 2026. The new skill? Thinking like an architect, not a typist.** **
* **Agent Upgrade:** Bloated Agents.md files can make your coding agent worse and cost you more. This [viral guide](https://x.com/mattpocockuk/status/2012906065856270504) shows exactly how to clean them up.
* **Empty Doors:** This [viral post](https://x.com/aakashgupta/status/2012311340803916113) explains why online job applications have a 1% success rate — and the 8 alternative strategies to find your dream job.
———————————————————————————
* Blackbox AI just dropped an [Agents API](https://agent.blackbox.ai/api) that pits Claude Code, Gemini, and Codex against each other. The best solution wins and deploys instantly to Vercel.
* Elon Musk [announced](https://x.com/elonmusk/status/2012500968571637891) that xAI’s Colossus 2 supercomputer, powering Grok, is now live, marking the world’s first operational gigawatt cluster in the world.
* Openwork [launched](https://x.com/_orcaman/status/2011492458023305394) an open-source computer-use agent that is ~4x faster than Claude for browser tasks and significantly more secure.
* Black Forest Labs [released](https://x.com/bfl_ml/status/2011825819082244266) FLUX.2[klein], a new speed-focused variant of the company’s powerful AI editing model.
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##### **TOP & TRENDING RESOURCES**
### **3 Tutorials to Level Up Your Skills**
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Follow image link: (https://www.youtube.com/watch?v=WNx-s-RxVxk)
Caption: Click here to learn how to use Plan mode.
--------------------
**[How to use Plan mode:](https://www.youtube.com/watch?v=WNx-s-RxVxk)** This video deep dives into "Plan Mode," where AI agents analyze your codebase to draft detailed plans before editing files. Developers can leverage this to ensure the AI has full context, catching errors early and refining requirements. It’s a crucial step for accurate, safe, and efficient AI-assisted coding.
**[Claude Code power user guide:](https://x.com/affaanmustafa/status/2012378465664745795)** After 10 months of daily use, a developer shares his complete setup for Claude Code. Learn how to chain skills for complex workflows, set up hooks for automation, and manage your context window effectively. The key insight: keep under 10 MCPs enabled to avoid performance degradation.
[**Orchestrating multiple agents that actually work:**](https://x.com/ghumare64/status/2012136491133145364) Building one AI agent is just the start — the real challenge is getting multiple agents to work together. This developer guide covers three proven patterns (supervisor, swarm, and hierarchical), plus practical strategies for managing token costs, avoiding coordination chaos, and scaling to production.
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### **Top Repos**
* [**Opencode-ralph-wiggum:**](https://github.com/Th0rgal/opencode-ralph-wiggum) It is a CLI tool for OpenCode that uses the "Ralph" methodology to let AI agents iteratively self-correct until a coding task is complete.
* **[Claudeception:](https://github.com/blader/Claudeception)** A persistent memory layer for Claude Code that automatically saves solved problems as reusable skills.
* **[Agent-skills:](https://github.com/vercel-labs/agent-skills?lid=QaMQFWzbg1agefxu)** A collection of Skills for AI coding agents: currently contains React/Next.js performance optimization rules, web design compliance auditing, and instant Vercel deployment functionality.
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### **Trending Papers**
[**The Assistant Axis (by Anthropic):**](https://x.com/AnthropicAI/status/2013356793477361991) Researchers studied why models sometimes drift from their helpful roles into dangerous behaviors. They discovered an internal "Assistant Axis" governing this personality, finding that stabilizing this setting prevents the AI from going "off the rails" without sacrificing its capabilities.
[SimpleMem:](https://arxiv.org/abs/2601.02553) LLM agents struggle to manage long-term memories efficiently because storing every detail creates clutter and wastes expensive computing resources. SimpleMem solves this using intelligent compression, which boosts memory accuracy by over 26% while slashing token costs by 30 times.
[**Active Context Compression:**](https://arxiv.org/abs/2601.07190)** **This paper discusses how accumulating too much history makes AI agents expensive and slow. It shows that letting agents actively summarize and delete their own logs reduces token costs by over 20% without lowering success rates.
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==Grow customers & revenue:== Join companies like Google, IBM, and Datadog. Showcase your product to our 150K+ engineers and 100K+ followers on socials. [Get in touch.](https://www.passionfroot.me/the-code)
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### **Whenever you’re ready to take the next step**
* **[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)**
* **[The Ultimate Claude Code Guide to ship products 5x faster](https://thecode-claude-code-guide.lovable.app/?utm_source=codenewsletter.ai&utm_medium=newsletter&utm_campaign=your-200-engineering-resources-ultimate-claude-code-guide)**
* **[Top 10 AI/ML Research Papers in 2025](https://thecode-research-papers.lovable.app/?utm_source=codenewsletter.ai&utm_medium=newsletter&utm_campaign=your-200-engineering-resources-ultimate-claude-code-guide)**
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You can also reply directly to this email if you have suggestions, feedback, or questions.
Until next time — The Code team
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