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</style><![endif]--><!-- SVE9JWJXQUc88b925b-ad35-4013-ad2e-a5006015907561506297-0c60-4133-a925-5ec571ff2483 --><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;"> Plus: what AI is good at, where it fails at debugging, and how to avoid comprehension debt  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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:10px 5px 10px 5px;"><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:#ffffff;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:15px 15px 0px 15px;"><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> February 05, 2026 | <a href="https://link.mail.beehiiv.com/v1/c/UsWeXvGeyjM94ejYanJgNHtOgdhsDaXFXIH47qIfkqw6B2hIYRbizFgDsgZg%0AUEayoZ0F8wcXN8Szn0J06%2BouSRQdnhUEx3ozRrKk6LSkWbo1FNuo8bSgZkxw%0AolEIctrW4fRDZnd5wMT%2F2xEV1NNnO8wXxzZBwV7FKhhPr2ERSnkD2ZEeYkdB%0Acpl%2BAG7894E5%0A/dc1aeb632c3a2eb0"><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/v1/o/HuC99YdaJ2cX4xpwyga92LCaUlbH6zH8Iv7ZmlvieiqEGW3JoFLFtOST0bzP%0ASWqLvkoS0JJHZlQwZkmMAFqGdMiu%2FmQCZ5YJ7L3ZQiAuei35J52UZWWdF4Va%0ABrJlVOUx4EmNfbYpwpr6x6RrAytc%2Fa6KEObjo3qmgwL37NXJiyBlqf5ONxRm%0Ad3lcKsGlMrJMOGSW6sCOHqC3zlb8XsK0KQDx5FScSYY8TmvG587ek0dHixDg%0A9EsL7jERF%2FntXfg3axoS79DHBcoU9Q34EGtBWqrQ%2F6aqo4inp3GQNzmTmsKj%0A9ECU%2BnNtHa1ckADzQ6oYCcUemgIIlej9%2BqWiN5bS%2FEs%2Bn7FAln1qdZqXGr0i%0ASu4%3D%0A/f8f12deb06fd3423.gif" alt="" width="1" height="1" style="display:block;border:0;outline:0;"></div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding: 20px 15px 20px;" 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:300px;"><p style="opacity: 0.8;"><b>In partnership with</b></p></td></tr><tr><td align="center" valign="top" style="width:300px;"><a href="https://link.mail.beehiiv.com/v1/c/W7aEe8gpq0D7pw8WpJbskj0%2B%2B9PZaGLiiF%2FUguo1g3mE3gKm9PTJ4OoYCAeZ%0Aanxak49J76HYUJKNOgTp9J10L4kDSutnJM2ISufQP2BxdNhtn4Ih9EdvAwzl%0AIA9zXhzHYISQOul7P6tT7KVT8lz3NjdWW%2F0WHVaKhlaIXKQLPT711Zokzbsx%0Ar2Ikj%2FZy7SMuoK55Kpv0L30toRfpYSxbrvcS1u2Tj%2FXrgQACW18SXrQCEMu%2F%0A2nWa3YqaHTUskZNIamsMUKzwWtcqdUhBUJzmCfcNxVYfWOR%2FbUxFjev8XTK%2F%0A6%2BBITBu8Hk%2FnE1oRLTg8%0A/6d74f498d60e4c75" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration:none;"><img src="https://beehiiv-images-production.s3.amazonaws.com/uploads/ad_network/advertiser/logo/4fc3461a-2b06-44de-9688-088d25d77194/Mindstream_HSMedia.png" height="auto" width="300" style="display:block;" lborder="0"/></a></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="center" style="padding:0px 15px;text-align:center;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#161616;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/9g3P20C%2BRqjav2ejaQtlFoPEogeArzj%2FPChgZHq7k55jbg%2BJzelCS0naVhtE%0Akrng4C27dW2VA2gvw%2BmKhfU8qXZZZ%2Fex69LN8IexScHhh%2FTJ%2BTpxliA69qtm%0AOmRGpOZkf28LrN2Ww0f98uT60XTOHuaiSO7UyreKB1aOqDm6kjSiz%2BupAw49%0AyqpqzUEyshpE%0A/c667d269daba9e6a" target="_blank" rel="noopener noreferrer nofollow"><span>Your Complete React Learning Platform</span></a></b></span><span style="color:#161616;"> </span><span style="color:#161616;"><b>| </b></span><span style="color:#161616;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/ytr5VJIU1jYtyZRWHsOUFBYioh8Q4zOppv%2BmtT018ZHQuQCY8rbk75MQhI8j%0AODnSLWCdwpGQbzhmiwWYFKcvcGTPq%2Fr8SD59wM3aDG4YCZHS1C1cQm4nBacq%0AGf8QBKeaq%2BKIJg36h1MF24PUj15G72fpagJGaadyL5H5j3BR5ka03SgVtvRz%0AGmDlFr%2ByG9lA%0A/07e770c6f105026c" target="_blank" rel="noopener noreferrer nofollow"><span>My channel</span></a></b></span><span style="color:#161616;"> </span><span style="color:#161616;"><b>| </b></span><span style="color:#161616;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/VYcF0EoYWSrcJoOXUytYKO%2BCCICpyqaoFhasbjTbevHApWFA6L9v%2FdIG9RVo%0A5F1Q6pPfHIGHmlaKmlL3lpYGfd7%2FItrO7a8%2B%2BUtwjuJ1vMxfdt7s28rgYEHK%0AojwQU0SpB%2BN59POqeSQPyD%2BY7N6kRCmeJEnuAO782YFs%2BCZxJUo%2BEnaS5Me1%0AEwjQOy31OKFY%0A/aee6f524a310c869" target="_blank" rel="noopener noreferrer nofollow"><span>Sponsor This Newsletter</span></a></b></span></p></td></tr><tr><td align="center" valign="top" style="padding-bottom:20px;padding-left:15px;padding-right:15px;padding-top:20px; " 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:126px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/49f41ede-f34d-44d3-be63-576c8db69686/500w-logo.png?t=1738244373" alt="Cosden Solutions Logo" height="auto" width="126" style="display:block;width:100%;border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#161616;">Hey guys,</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#161616;">Welcome to another edition of Import React by Cosden Solutions!</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#161616;">This week’s issue is all about </span><span style="color:#161616;"><b>intentional complexity</b></span><span style="color:#161616;">, when it’s worth it, when it isn’t, and how tools (especially AI) are quietly reshaping how we build React apps. From teams ditching Next.js for better DX, to debates around SSR, overused hooks, and whether AI agents actually make us faster or just busier, there’s a strong thread running through everything below, </span><span style="color:#161616;"><b>more tools don’t automatically mean better outcomes</b></span><span style="color:#161616;">.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#161616;">Let’s get into it.</span></p></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:30px 0px 30px;" class="dd"><table class="j" role="none" width="80%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td id="turn-ai-into-extra-income" class="dd" align="left" valign="top" style="color:#a6825a;font-weight:normal;padding:0px 15px;text-align:left;"><h3 style="color:#a6825a;font-weight:normal;mso-line-height-alt:125.0%;">Turn AI Into Extra Income</h3></td></tr><tr><td align="center" valign="top" style="padding-bottom:20px;padding-left:15px;padding-right:15px;padding-top:20px; " 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:630px;"><a href="https://link.mail.beehiiv.com/v1/c/JvYn7Ju8VDrYBi9yFshdM9T2vfFYrxkDho5XgPEtKlvI%2FqHx7K2P1B97rkEI%0AAdlIfTNOZ0NEiqpihx%2FBzZPaWiKNRXYiRtNzqRU%2FBjBnuiLiSu3%2BzjZWjYd7%0AI3qPbJ3LqAvEjFGNXyB5uKmu561Qu6avOb1LTc07vzlEjYigHfgKLgT0mO3F%0AiXADyPvvIStT%2F97GtvtXdIiXhWyIlB%2FgBCPUEumk48%2BVwNOP%2FHdoGsca6BY7%0AUI%2FT0VK534d7OUQBK9gLqdG%2BFS1wB72DnB9LQTJNtsKMOeUQdcsv4mjM3pbv%0AzIWkim3h1Nsq2Tvp4Dox%0A/ed8cd7e4c97b0f3e" 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/feba62b8-adc0-415e-849d-df96ba689902/Make_Money_with_AI_Opt_2__1920_x_1080_.png?t=1763752068" alt="" height="auto" width="630" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You don’t need to be a coder to make AI work for you. Subscribe to <a class="link" href="https://link.mail.beehiiv.com/v1/c/zK6Ox%2F9lgt7No22KZg4PW6SiNmidgfEkKlw17FNjoOwc4u6qlCdN2iwXs8EK%0AJez9JTOfEOuk03V8HBingt12H%2FU5lQmc8Nj1sbHO%2FDN1ZGLLMYnNrnHCxTzk%0AmJI9Bgu9Km2sG3OfX77s%2F6uI8B95FOdb4eqDammlXn3hxUkd4b8syg7YKX%2Ba%0Aro7CerYCN3w6b4IFbmbmE1hoTk0BV%2FTNbvTO5zb%2Fpm%2FScAC9yNTYgQ1cufXG%0Arb4RHdtkIKLxV%2BXFT4iCHvMcGuQw7IGM1Cyax%2FKrcNUrEFJ%2BeSuXzZIaupOa%0AxFdWL5TCWrYVxZpH3oZy%0A/8c30eab877c29286" target="_blank" rel="noopener noreferrer nofollow"><span>Mindstream</span></a> and get 200+ proven ideas showing how real people are using ChatGPT, Midjourney, and other tools to earn on the side. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> From small wins to full-on ventures, this guide helps you turn AI skills into real results, without the overwhelm. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/v1/c/WctFKftld11ZpwziflYNfKqa8DYcQXx%2BbTNSo6B3XpgcOPuJMwQWOjTI0nNZ%0A8NyDRue2Sbm8TDT%2BLIWEzE%2B4QW9GT40MJkCn9YysLWhdLRCmXltQbTFyL3KJ%0AFZu8HGn6%2BF%2BEqY%2BV5xXa5XYMxEP7RjTc6R%2FJShM7hu7E5FSxXxrqRGm%2B8VkE%0AaAud%2FRR5YLxA3IobK04rB9PT2NMO5808OdLJytHW9tb8yEpAOYbDq3jrT%2BC6%0A4X%2F0KTQw5CFn%2BIsI634pHLjo0RzlE0JGnrbg55R2ohj19RuJ5kumbIu0Mujb%0AEZPJNFJ2lRqttAejrSXM%0A/96adc842e4fc7e94" target="_blank" rel="noopener noreferrer nofollow"><span>Get Your Free Guide</span></a></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:30px 0px 30px;" class="dd"><table class="j" role="none" width="80%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td id="the-latest-in-react" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 15px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:150.0%;">⚡️ <span style="font-family:"Trebuchet MS", "Lucida Grande", Tahoma, sans-serif;">The Latest In React</span> </h2></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🚦 <span style="text-decoration:underline;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/VkKuRA0%2B%2ByrE4el0sfwZqQ58YEKcQzVnV8D7XVNIBkR%2FEBOSvtWkVHZRAvyn%0ApF7U5ryhfcTwl75Ni0ijHNofxOjdr%2FdefHabNEjUQgQUZ3lV3xCpCikvnj9L%0Av5AyXSbA9y9X7cF8sQ6AZukGoolkhsPIy8FwJe7fLu8u1AnWHJDxOix29bm5%0Ai4%2B2aLyzLa66%0A/473725c76afe070f" target="_blank" rel="noopener noreferrer nofollow"><span>Is Server-Side Rendering Overrated?</span></a></b></span><br>A popular <b>Reddit thread on r/reactjs</b> this week sparked a big discussion around whether SSR is actually worth the complexity in most React apps. The dominant take: SSR (and SSG) makes sense for marketing pages, SEO, and ecommerce, but is often unnecessary for authenticated dashboards and internal tools. Many devs argued that SPAs with good code splitting and caching deliver similar UX with far less overhead. The real win isn’t choosing SSR or CSR, it’s using each intentionally instead of defaulting to framework-driven hype. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🧠 <span style="text-decoration:underline;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/VnOfaxVNwZ%2BsQZunSPpcEOjX6zj8l5ws0rfy%2FB8mofGfncmN9khitSUuvJEI%0AQ5W432PtEgsRxFR%2FQyJPZUXx6FbSHEEnFKS62iHXGhkT%2BfXIDHOdhfPuLlR5%0AhqWFdAYP5CRmhSsKiGVgGApyrbS7sJ0jOha2MyNzJsBmlkSnmVorFQfUyWyw%0AMtp50nVlcy%2Fh%0A/7cc83d3f94b5104f" target="_blank" rel="noopener noreferrer nofollow"><span>You Probably Don’t Need useCallback Here</span></a></b></span><br>This post calls out a common React anti-pattern (often introduced by AI), sprinkling useMemo/useCallback everywhere and hoping performance improves. The key reminder: re-renders are normal, and these hooks don’t “stop renders” - they mainly help with <b>expensive work</b> or <b>reference stability</b> (e.g. making React.memo actually effective). It also highlights how misuse (especially <code>[]</code> deps) can add noise <i>and</i> introduce subtle stale-closure bugs. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> ⚛️ <span style="text-decoration:underline;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/gVPfI6IQHbD%2Bn7LKU7wa32OkRWOfXWcDUhm1GPGnJJMqyKQ5oyeI1AlwmYyN%0AGN7gCBtohCpSHsQ5xxH9YujN3PmPEYgqcedsfwfG%2FVz7mLfdn30TqM0PCcnm%0AnyaWZErIASE%2FN2%2F%2BHLysufMkuOlgY2pPGwjp5nkECZxnC1cLh5E5%2FFhF4Od8%0AKnYAoejhwIX4%0A/1bc316dd721d7396" target="_blank" rel="noopener noreferrer nofollow"><span>Why Inngest Migrated Off Next.js (and Cut Local Dev Time by 83%)</span></a></b></span><br>Inngest explains why they moved from Next.js to TanStack Start after local dev times ballooned to 10–12 seconds and DX steadily degraded for a small, multi-hat team. Despite trying App Router, RSC, upgrades, and Turbopack, the complexity and slowness never really went away. The switch to TanStack Start dropped local loads to ~2–3 seconds and replaced “magic” conventions with explicit routing and data loading, a tradeoff they say made the team faster, happier, and more confident shipping changes. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🧩 <span style="text-decoration:underline;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/k2BZSXv65dPlA0x88cq7L2OEwHkm0TOojzF7aNwUBQjdlAUoyu6AnquS1zL5%0AOWAa%2BuJkpsRb97NskN0U3gHvlAxLplQlgZ8yEjF2Z%2F3wQM9zDgP2uuVXRNk3%0AGISBAHTvHAC8gDNXvm8QfGdtxxIWF1Zaedki1Zrq1UaZ%2FVJhkyI7KOEuGFhi%0A9mWEsiLvfFQq%0A/36b1a9d7dd7c42c6" target="_blank" rel="noopener noreferrer nofollow"><span>Let AI Agents Query Your React Design System Docs</span></a></b></span><br>Alex O’Callaghan shares how Mintel packaged their internal React design system’s Storybook docs as an <b>MCP server</b>, so AI tools can query component APIs and docs in a structured way. Using the early <b>@storybook/addon-mcp</b> + Storybook 10 component manifests, they ship the generated manifests inside the npm package and add a CLI to run the server via <code>pnpm dlx</code>. It’s a clean pattern for making “design system compliance” something agents can actually understand and enforce during development. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:30px 0px 30px;" class="dd"><table class="j" role="none" width="80%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Quick Links</b></p></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:normal;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !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;"><a class="link" href="https://link.mail.beehiiv.com/v1/c/M6abgmvJmCsXKQVtKt4HzFVCWVbRNQp09ra9EkGLZWs%2FOSLbyXquTo8JNned%0AVK5nXbAWjxMwIf7K6NHRuiegPR7uDd%2F3itpokuzWmS%2BeS6nZE6N9sG2HccYw%0AS8mNHAw%2FN7VhvovYevUp0wwTNJhJSff302ARR6dmLEq883Rehlrc5AmSYfud%0At7nRTkmvYYYb%0A/509bd3c45f559f34" target="_blank" rel="noopener noreferrer nofollow"><span>Facehash</span></a> - A tiny React component that generates unique, friendly avatar faces from any string - emails, usernames, UUIDs, you name it. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://link.mail.beehiiv.com/v1/c/Q42z8IWZv79cv0EfshTejH7wUsxtUGxaVI8ra9a39REHSFTjwe4TYzkE3pxA%0AeTwnrjjTZLHAZXKly1M6U%2BYWeg55JhkdBz3UioPhR8UNq05x6wniOubaaH3H%0AGXK3flHJVrMD2RTVvUhMuMWWfBGmPFLh31mZMuz34nsGf7D9CrlhQolRRiq2%0ARQBiKT5IC1hr%0A/1dbe42193220d830" target="_blank" rel="noopener noreferrer nofollow"><span><b>Bear UI</b></span></a> - A Tailwind-first React component library with 50+ accessible, fully typed components and hooks, now collecting community input to shape its 2026 roadmap. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://link.mail.beehiiv.com/v1/c/tTzZcavivUR0LRLD8oaJ7tHXK4ETSff4icRSplZErtoNupAXi5X2LZK2gAtL%0AiILlPtglGdg6r3n3KiUCXJ36gwnVtS6Py6JVbKzpKRDJp%2FwiDpl6WG06OGFy%0ATIAsooH0%2Bem%2FgJgZNTHLDtHpIXXpfuh2eCNX4ynx%2BAuNehjAcLEoJ5NkKDoS%0AYuPoTQPG%2FcX%2B%0A/ad056c95ab0a8ff4" target="_blank" rel="noopener noreferrer nofollow"><span>GitHub’s new Agent HQ preview </span></a>lets developers assign Claude, Codex, or Copilot directly to issues and PRs inside GitHub, VS Code, and mobile, turning AI agents into native collaborators rather than external tools. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/SOpmUyLBZKCTD6HaLvVaIfnYK%2FV%2B86T5DT0KdhSUMM51ekQk0mTUAcwjUu6T%0AngI%2FoIg0vYNiRonKd7VAo%2FoZB%2FBREPy3RRI%2ByoKEBD4bl7WAiRXQdzUPvzbX%0AvoeALkf5HFruW7kE1IWMUirgpRSbZ8YeltUrvCo9q5NinylrR67xseDHrIZU%0ACWSUMcH2pwRQ%0A/876f20dcacaf8948" target="_blank" rel="noopener noreferrer nofollow"><span>How Claude Code’s </span></a></b><code>/insights</code><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/EQ3N2GrW%2BQDI8%2BowN5l%2BGp9BetzqYa%2BLNGfattQA%2BDs7FATS9rjJ7oyaQCWw%0AdWFwUKiagjLQeQqg2FEiH1PPTD%2BgQDQWJjbzxKOhxae1pcrebUhfq5SqqZXS%0AhNEUK8V2CkBh66PtMbrV9ac7JxrQ2QKoG11OzDrXrs%2B%2FCHjtD9eCXTfAnPfc%0A1NGi%2BMAguf0l%0A/005dfcab1bc63df0" target="_blank" rel="noopener noreferrer nofollow"><span> Command Really Works</span></a></b> - A deep technical walkthrough of how Claude Code turns your local session logs into a rich HTML report. </p></li></ul></div></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:30px 0px 30px;" class="dd"><table class="j" role="none" width="80%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td id="ai-general-programming" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 15px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:150.0%;">🧠 <span style="font-family:"Trebuchet MS", "Lucida Grande", Tahoma, sans-serif;">AI & General Programming</span></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> ⏳ <span style="text-decoration:underline;"><a class="link" href="https://link.mail.beehiiv.com/v1/c/kp4Ku39YN9MAcM4tEminmKJIP%2BfGDZKgov3u25%2FNd4QQwe5eHdRh54sUoOwY%0AsjbihfAoTsxGsRrJ9AptTFstDkg5IZjXYykZYMN06gibG4RgVSmZ1YLqFLIb%0AeD0DUAI%2Flvz%2BvUgja7bKAxWkDk4clYWXXWNH5QC7751Ty89iwJWfcHC2iToO%0Au3O%2BFa4p25oa%0A/4fe3afd3dafc1fe5" target="_blank" rel="noopener noreferrer nofollow"><span>You Can Only Code 4 Hours a Day (And That’s Normal)</span></a></span><br>This piece argues the real limit on productive coding isn’t discipline or tools, it’s cognition, most people top out at ~3–4 hours of true deep work before quality drops. It explains how meetings and interruptions destroy flow, why “52 minutes of real coding per day” is shockingly common, and offers concrete ways to protect focus time. The key takeaway, AI doesn’t extend your deep-work limit, it just shifts effort from typing to judgment and review. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🧩 <span style="text-decoration:underline;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/minAn875vOUkRLJrHP7iw9EfAwjWxXpMaRynQLEvXTAc4y6fVPm23c%2BGpew3%0AfM4368OcHhM7yfIpPuTw0JD9e2OLUIel7yTa51iSd%2Bx%2BbDgfarH3xYi1Xa90%0ArADrdygXGgOa7Nxdudht1%2Bqn%2BLVV6cmIIr6yNFBjdLkPBEChRO1S3A4VnhtX%0AgqXr%2Bqk9IMNW%0A/bb7c0e483c6cf2ec" target="_blank" rel="noopener noreferrer nofollow"><span>Can AI Debug Real Next.js Bugs Like a Senior Dev?</span></a></b></span><br>Nadia Makarevich stress-tests LLMs on three intentionally “real-world” React/Next.js bugs and compares AI’s fixes to a manual root-cause investigation. The punchline, <b>AI can patch obvious issues fast (schema mismatches, missing null checks), but falls apart when the bug requires deep system understanding</b>, especially around Next.js loading boundaries, prefetching, and tricky redirect/server-action interactions. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 💃 <span style="text-decoration:underline;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/p7VO3pYUC%2FLrUdTBKG99OygrqRR6TLghyXeOUsk67W4QpEfeL7W%2FtW0eYDNi%0A2p%2BigKISFiJb0v9%2FMYUI9naoSb73m1wewZJOPd1Y9GRl3aJxrrcX4A8GWZhY%0AlTO7tVz%2F6dXPJBSBwMUziOOfUrb6sWZKTQojizs2pM5JUctNitzbCG4aJcom%0Atrh8Vy9TvUin%0A/40ad9dfca7ca6d3a" target="_blank" rel="noopener noreferrer nofollow"><span>Does “Vibe Coding” Put Open Source at Risk?</span></a></b></span><br>A new pre-print paper argues that LLM-assisted “vibe coding” could quietly undermine the open-source ecosystem by pulling developer interaction away from OSS projects and toward chatbots. The concern isn’t just code quality, but lost feedback loops: fewer bug reports, fewer contributors, and declining visibility for libraries as docs and forums are bypassed. The authors don’t reject AI outright, but warn that if development becomes delegating decisions to models trained on yesterday’s winners, today’s OSS sustainability problem could get much worse. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🛠️ <span style="text-decoration:underline;"><b><a class="link" href="https://link.mail.beehiiv.com/v1/c/JgCUMEUg8QRYNLKBhw8Uixv7BF2YG6iMloPaq4fcnM8CmCMWTQ2X5j050gkD%0AJQL0927M%2FjMwZnS5a%2FBInYGPx5BCFpnD91OuIjFOJwx5DyBTV0lgsKpbBj%2Fp%0Aflvi3QUS%2BYpIagNVvgCJf3UMiPwGygY%2BcrwhRHrILHkZsC0tn1RizfFfXhZ1%0AkDKrFDF%2Fa2ih%0A/2afb1f57c57a5deb" target="_blank" rel="noopener noreferrer nofollow"><span>The 5-Minute API Call That Was Fixed With Two Lines of Code</span></a></b></span><br>This war story walks through a backend endpoint that took over <b>five minutes</b> to respond, not because of scale, but because of a spectacularly bad async bulk-insert pattern hiding in plain sight. The fix? Replacing per-entity <code>await</code> calls in a loop with a proper bulk insert using existing ORM primitives, a two-line change that dropped response time to ~300ms. The real lesson isn’t about clever optimization, but how unchecked tech debt and “just ship it” culture quietly punish users long before anyone notices. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🧠 <b><span style="text-decoration:underline;"><a class="link" href="https://link.mail.beehiiv.com/v1/c/c8jl4BcdjHTso6h0gkjvsO%2B4NHXAcvS%2BdVk%2BE5JmhT7Iz%2BnMLjEladfUCBUz%0A99qZUhTWcdNdcbmG3N3MrbhPuHGD2AmEQ2NwhnA%2BHosOo0BQV%2BO1eLw4j%2BPe%0AYuINeichX8NhZJGlepYkt%2FowLTP1k55%2BRB94gWLtS%2BnM1OkdHYuYsyDhHOy1%0AnFLOtRHhR1QS%0A/9cc821aa002be9bf" target="_blank" rel="noopener noreferrer nofollow"><span>The 80% Problem in Agentic Coding</span></a></span></b><br>Addy Osmani digs into what happens when AI agents write <i>most</i> of your code — and the hidden cost he calls <b>comprehension debt</b>. As teams cross the 70–80% AI-written threshold, bugs shift from syntax errors to deeper architectural mistakes, while review time and cognitive load spike. The takeaway isn’t “don’t use agents,” but that productivity gains now depend far more on problem definition, verification, and architectural judgment than on typing code. </p></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 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:rgb(3, 7, 18);">See you next week,</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="">Darius Cosden</span></p></td></tr></table></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" bgcolor="#a6825a" style="padding:12px"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><span style="padding-left:1px;"></span></td><td align="center" valign="middle" width="75" style="width:75px;"><a href="https://link.mail.beehiiv.com/v1/c/H5ZTdoBlvCtO4nyvO24jEl4Mv7khpum9tKWbMHUuXtkuGhjsUzmngc8OI%2BRO%0Arm27vYn5ZSiiHpPJRWKzq%2BaOctaKcVN%2BAvG0Xs3zBOeqyclSvZkV%2FUWOV%2Fmr%0A2yi%2FUf98ssDl3WaQy9yD%2Fqxj79ZNheooHCrc8AMTTdYFxylrveG8WbaboA0x%0A05wHMJ%2F1JNeP%0A/95afcb2befba75c9" style="text-decoration:none;"><img width="22" height="16" alt="yt" border="0" style="display:block;max-width:22px;color:Dark" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/static_assets/youtube_dark.png"/></a></td><td><span style="padding-left:1px;"></span></td></tr></table></td></tr><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/v1/c/TGbU0vJNliiSvgr3o4XjSd%2FA%2BAeSZJV%2BBrRMNIpSno%2Fn%2FXHEieGL%2BNAKLes4%0AWZQleqTnQ7ZhZdMN73kDLN3ut7rhN6WXFQyCOnelqGEKadO8c0FXVIlkoDtg%0AC%2BaRhMnBoIOgLnNBXSA91z0NlEZYtdMy0cg4oLDPYBPZ4vzIUeL7jbZbgjfV%0AqGYsd2Xbr6WA%0A/5f4c2eec367adc0b" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2026 Import React </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;"><a href='https://hp.beehiiv.com/c88b925b-ad35-4013-ad2e-a50060159075' style="color: #030712 !important; cursor: default; font-size: 1px; text-decoration: none;"> Terms of Service </a></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;"><a href='https://email.beehiivstatus.com/85d07e16c3371c2ca3baef4560de6ec7122fa227/hclick' clicktracking="off" style="color: #030712 !important; cursor: default; font-size: 1px; text-decoration: none;"></a></td></tr></table></td></tr></table></td></tr></td></tr></table></td></tr></table></td></tr></table></td></tr></table></div></body></html>