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40% Discount ends MONDAY
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͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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<!--[if mso]><style>.button-table { padding: 12px 0 }</style><![endif]--><table cellpadding="0" cellspacing="0" style="border-collapse:separate;mso-table-lspace:0pt;mso-table-rspace:0pt;width:100%;margin:0 auto"><tbody><tr><td style="vertical-align:top">
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">We’ve taken a whirlwind tour through building LLM-powered personal assistants.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5"><strong>Over the past couple weeks, I’ve shown you…</strong></p>
<ul class="unordered_list" style="margin:1em 0;margin-left:1em;padding:0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5;list-style-position:outside !important">
<li class="list_item" style="padding:0 0 0 1em;margin:0;margin-left:1em"><span>The enormous difference between off-the-shelf chat apps <em>vs</em> an LLM-backed <strong>system</strong> that you built with your own data and preferences in mind.</span></li>
<li class="list_item" style="padding:0 0 0 1em;margin:0;margin-left:1em"><span>The amazing results you can get out of an LLM when you take control of the right interfaces between you and the model.</span></li>
<li class="list_item" style="padding:0 0 0 1em;margin:0;margin-left:1em"><span>That you <em>don’t</em> need to train your own model — forget about it! — because you can get those amazing, personalized results by supplying your data the way an off-the-shelf model needs.</span></li>
<li class="list_item" style="padding:0 0 0 1em;margin:0;margin-left:1em"><span>That retrieval + memory + evals + tool calling + Human in the Loop are the key tools you want in your toolkit to build bespoke AI <em>anything</em></span></li>
<li class="list_item" style="padding:0 0 0 1em;margin:0;margin-left:1em"><span>The request loop to use for your assistant, or other bespoke system, to interface with the model to get those great results.</span></li>
<li class="list_item" style="padding:0 0 0 1em;margin:0;margin-left:1em"><span>What dangers lurk in LLMs, and how to design <strong>your</strong> system to avoid them</span></li>
<li class="list_item" style="padding:0 0 0 1em;margin:0;margin-left:1em"><span>That you can do it all in TypeScript with the latest version of the AI SDK!</span></li>
</ul>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">… and, last but not least: that <strong>the very best way to learn is to build a complete, </strong><strong><em>useful</em></strong><strong> project that integrates all these ideas and moving parts into one, cohesive whole.</strong></p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">You can use this big picture knowledge as a map, to go out there and learn it by yourself, piecemeal. (And if you do, please let me know! I’d love to hear how it goes.)</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">You could try a bunch of disconnected free tutorials on AI SDK v5, embeddings, RRF, query rewriting, evals, etc. etc.… and put it all together yourself through trial and error. That can be fun, if you’ve got the time and tolerance for it.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">Or… you can learn the most efficient, effective, and <em>fun</em> way with <a href="https://click.convertkit-mail2.com/92ul82dmkkcnh69woe3t9hzod7d33hwh22llp/6qhehoulokzwmxuo/aHR0cHM6Ly93d3cuYWloZXJvLmRldi9jb2hvcnRzL2J1aWxkLXlvdXItb3duLWFpLXBlcnNvbmFsLWFzc2lzdGFudC1pbi10eXBlc2NyaXB0" target="_blank" class="ck-link" rel="noopener noreferrer" style="color:#0875c1" url-id="1808043157"><strong>Build a Personal AI Assistant in TypeScript</strong></a> this December 8 through 12.</p>
<h2 class="" style="font-weight:bold;font-style:normal;font-size:1em;margin:0;font-size:1.5em;margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#000000;line-height:1.5">Learn faster, build more, together</h2>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">I’ve designed 5 days of bite-sized, achievable lessons and coding exercises for you. Each day builds on the previous one, as you dive deeper and learn new skills.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">You’ll learn in my custom course environment, with interactive command prompts.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">By the end of the course, you’ll have learned and used all these valuable skills in concert, <em>and</em> you’ll have built your very own fully functional personal assistant you get to keep, refine, and expand.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">You’ll understand the difference between ‘retrieval’ and ‘agentic retrieval’, ‘fixed’ and ‘structural’ chunking, semantic and episodic and working memory. You’ll have evaluated an agent’s outputs from end-to-end, built a HITL system to protect you, AND you’ll have implemented a retrieval algorithm from the ground up.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">All in just 5 days! No hype. No fluff. No faffing about. Just pure, direct, <em>professional-grade</em> building.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">And you’ll get the motivating thrill of learning <em>together</em> — join our lively student Discord to meet and learn and share, and attend my livestream office hours to get your questions answered and dilemmas solved.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5"><em>(You’ll ALSO get my new AI SDK v5 Crash Course… )</em></p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">I think it’s so much easier to make time for learning when you’ve got an external reason to mark it in your calendar. It’s a great procrastination hack. And my all-online, async course should fit into your schedule, taking just ~1-2 hours per day.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">But if you can’t hit those days — or you miss one — don’t worry! The learning environment, all the lessons and exercises, live recordings, <em>and</em> the Discord are yours to keep. Learn at your own pace, or revisit any time for a refresher while you’re building your own custom system from scratch.</p>
<table width="100%" border="0" cellspacing="0" cellpadding="0" style="border-collapse:separate;mso-table-lspace:0pt;mso-table-rspace:0pt;text-align:center;table-layout:fixed;float:none" class="email-image"><tbody><tr><td align="center" style="vertical-align:top"><figure style="margin:1em 0;margin-top:12px;margin-bottom:12px;margin-left:0;margin-right:0;max-width:500px;width:100%"><a style="color:#0875c1;display:block" href="https://click.convertkit-mail2.com/92ul82dmkkcnh69woe3t9hzod7d33hwh22llp/6qhehoulokzwmxuo/aHR0cHM6Ly93d3cuYWloZXJvLmRldi9jb2hvcnRzL2J1aWxkLXlvdXItb3duLWFpLXBlcnNvbmFsLWFzc2lzdGFudC1pbi10eXBlc2NyaXB0" target="_blank" rel="noopener noreferrer" class="kit-image-link" url-id="1808043157"><img src="https://res.cloudinary.com/total-typescript/image/upload/c_lfill,dpr_auto,e_unsharp_mask:100,f_auto,g_auto,q_auto,w_747/v1763832122/aihero.dev/Personal%20Assistant/matt_doing_stuff.png" alt="" width="500" height="auto" style="display:block;height:auto;line-height:100%;outline:none;-webkit-text-decoration:none;text-decoration:none;max-width:100%;border:0 none;border-radius:4px 4px 4px 4px;width:500px;height:auto;object-fit:contain"></a><figcaption style="margin-top:0.4em;font-size:0.8em;text-align:center;display:block">Build a Personal AI Assistant in TypeScript</figcaption></figure></td></tr></tbody></table>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5"><a href="https://click.convertkit-mail2.com/92ul82dmkkcnh69woe3t9hzod7d33hwh22llp/6qhehoulokzwmxuo/aHR0cHM6Ly93d3cuYWloZXJvLmRldi9jb2hvcnRzL2J1aWxkLXlvdXItb3duLWFpLXBlcnNvbmFsLWFzc2lzdGFudC1pbi10eXBlc2NyaXB0" target="_blank" class="ck-link" rel="noopener noreferrer" style="color:#0875c1" url-id="1808043157"><strong>Enroll today and you’ll save 40%!</strong></a> Instead of paying $795, you’ll pay just $477.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">That’s just $95 and change per day — to enrich yourself with valuable, and rare, <em>practical, real-world, battle-tested</em> skills. </p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">Plus you’ll be a forever member of the most practical AI developer community around.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">Not to mention you’ll build your custom assistant. There’s no way you could hire somebody else to build a bespoke AI assistant to your specifications for less than $500. That’s a steal!</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">You <em>could</em> do it all on your own. But I don’t think you could find a better deal.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">Check out the course page for all the details, including what you’ll learn & do every single day.</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">And then…</p>
<!--[if !mso]>--><table width="100%" style="border-collapse:separate;mso-table-lspace:0pt;mso-table-rspace:0pt"><tbody><tr><td align="center" style="vertical-align:top"><a class="email-button" href="https://click.convertkit-mail2.com/92ul82dmkkcnh69woe3t9hzod7d33hwh22llp/6qhehoulokzwmxuo/aHR0cHM6Ly93d3cuYWloZXJvLmRldi9jb2hvcnRzL2J1aWxkLXlvdXItb3duLWFpLXBlcnNvbmFsLWFzc2lzdGFudC1pbi10eXBlc2NyaXB0" target="_blank" rel="noopener noreferrer" style="color:#0875c1;border:0 none;margin-bottom:0.5em;font-size:16px;line-height:1.5;background-color:#0875c1;color:#ffffff;border-radius:4px;border-color:#0875c1;background-color:#0875c1;box-sizing:border-box;border-style:solid;color:#ffffff;display:inline-block;width:auto;text-align:center;text-decoration:none;padding:18px 32px;margin-top:48px;margin-bottom:48px;font-size:24px;border-radius:4px 4px 4px 4px" url-id="1808043157"><strong>Enroll Now and Save 40%</strong></a></td></tr></tbody></table>
<!--<![endif]--><!--[if mso]><table class="button-table" width="100%" border="0" cellSpacing="0" cellPadding="0" style="margin-top:48px;margin-bottom:48px"><tr><td align="center"><table border="0" cellSpacing="0" cellPadding="0" width="auto"><tr><td align="center" bgcolor="#0875c1" style="background-color:#0875c1;overflow:hidden;padding:18px 32px"><a class="email-button" href="https://www.aihero.dev/cohorts/build-your-own-ai-personal-assistant-in-typescript" target="_blank" rel="noopener noreferrer" style="background-color:inherit;display:inline-block;text-decoration:none;margin:0;color:#ffffff;font-size:24px" data-ck-element="button"><strong>Enroll Now and Save 40%</strong></a></td></tr></table></td></tr></table><![endif]--><p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">See you in class!</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">-Matt</p>
<p class="" style="margin:1em 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Oxygen-Sans,Ubuntu,Cantarell,'Helvetica Neue',sans-serif;color:#2d2d2f;font-size:16px;line-height:1.5">PS: Remember… this huge discount is only for early adopters. The price goes up after <strong>THIS Monday Nov 24 at 11:59 PM Pacific!</strong> Why pay full price? <a href="https://click.convertkit-mail2.com/92ul82dmkkcnh69woe3t9hzod7d33hwh22llp/6qhehoulokzwmxuo/aHR0cHM6Ly93d3cuYWloZXJvLmRldi9jb2hvcnRzL2J1aWxkLXlvdXItb3duLWFpLXBlcnNvbmFsLWFzc2lzdGFudC1pbi10eXBlc2NyaXB0" target="_blank" class="ck-link" rel="noopener noreferrer" style="color:#0875c1" url-id="1808043157">Enroll today.</a></p>
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