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dark:bg-[radial-gradient(rgba(255,255,255,0.05)_1px,transparent_1px)]"></div><!--$--><div class="content-container m-auto"><div class="mb-4"><div class="flex flex-col items-center md:items-start"><h1 class="w-fit bg-gradient-to-br from-neutral-900 via-neutral-900/90 to-neutral-900/70 bg-clip-text text-4xl font-semibold text-transparent dark:from-neutral-300 dark:via-neutral-300/90 dark:to-neutral-300/70">Videos</h1></div><p class="mt-1 text-sm text-neutral-400">Tutorials, talks, and tech content from my YouTube channels. ð¬</p></div><div class="mb-6 space-y-4 border-b border-neutral-800 pb-4"><div class="flex flex-wrap items-center gap-2"><span class="text-xs font-medium uppercase tracking-wide text-neutral-500">Channel:</span><button class="rounded-full px-3 py-1 text-xs font-medium transition-all bg-gradient-to-r from-blog-yellow to-blog-coral text-neutral-900">All</button><button class="rounded-full px-3 py-1 text-xs font-medium transition-all border border-neutral-700 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srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F9s4n_j-Uv1k%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">7:51</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">duckdb</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">duckdb20</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">Why DuckDB 2.0 is faster</h3><p class="text-xs text-neutral-500">Sep 11, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>18.6K</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>155</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>7</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</span></div></div></div></a><a href="https://www.youtube.com/watch?v=i8697OIaCtI" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="AWS Bought DuckLabs and users want their own agents" loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fi8697OIaCtI%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">58:47</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">explainanalyze</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">motherduck</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">AWS Bought DuckLabs and users want their own agents</h3><p class="text-xs text-neutral-500">Sep 10, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>755</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>6</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>3</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</span></div></div></div></a><a href="https://www.youtube.com/watch?v=rfsRYwTGmZU" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="Build a Context Layer for Your Data Warehouse" loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FrfsRYwTGmZU%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">8:34</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span cla
1ss="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">ai</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">aiagents</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">Build a Context Layer for Your Data Warehouse</h3><p class="text-xs text-neutral-500">Aug 17, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>415</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>15</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>1</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</span></div></div></div></a><a href="https://www.youtube.com/watch?v=em7fdwerLy8" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="AI codes with outdated libraries. Why is this unsolved?" loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fem7fdwerLy8%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">49:37</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">duckdb</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">python</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">AI codes with outdated libraries. Why is this unsolved?</h3><p class="text-xs text-neutral-500">Aug 7, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>136</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>6</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>1</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</span></div></div></div></a><a href="https://www.youtube.com/watch?v=Uil5r0et0vk" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="Self-Hosting DuckDB in Production: The 5 Levels" loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FUil5r0et0vk%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">12:02</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">duckdb</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">motherduck</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">Self-Hosting DuckDB in Production: The 5 Levels</h3><p class="text-xs text-neutral-500">Jul 31, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>1.8K</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>39</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>4</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</span></div></div></div></a><a href="https://www.youtube.com/watch?v=E_OO8HuNjaE" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="Data Pipelines Generated With AI Keep Breaking? Here's Why" loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FE_OO8HuNjaE%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">9:12</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">dataengineering</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">ai</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">Data Pipelines Generated With AI Keep Breaking? Here's Why</h3><p class="text-xs text-neutral-500">Jun 25, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>3.4K</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>51</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>0</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</sp
1an></div></div></div></a><a href="https://www.youtube.com/watch?v=OGhEi9DWxsM" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="60M Rows, 2 Pipelines, 1 Dashboard in 3 Minutes" loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FOGhEi9DWxsM%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">5:27</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">motherduck</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">duckdb</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">60M Rows, 2 Pipelines, 1 Dashboard in 3 Minutes</h3><p class="text-xs text-neutral-500">Jun 12, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>2.2K</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>55</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>0</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</span></div></div></div></a><a href="https://www.youtube.com/watch?v=qLqCPX1pOxs" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="Your Obsidian Vault Can Now Run SQL (and Your Agent Can Read It)" loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FqLqCPX1pOxs%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">9:39</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">obsidian</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">duckdb</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">Your Obsidian Vault Can Now Run SQL (and Your Agent Can Read It)</h3><p class="text-xs text-neutral-500">May 20, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-eye h-3 w-3"><path d="M2.062 12.348a1 1 0 0 1 0-.696 10.75 10.75 0 0 1 19.876 0 1 1 0 0 1 0 .696 10.75 10.75 0 0 1-19.876 0"></path><circle cx="12" cy="12" r="3"></circle></svg><span>6.2K</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-thumbs-up h-3 w-3"><path d="M7 10v12"></path><path d="M15 5.88 14 10h5.83a2 2 0 0 1 1.92 2.56l-2.33 8A2 2 0 0 1 17.5 22H4a2 2 0 0 1-2-2v-8a2 2 0 0 1 2-2h2.76a2 2 0 0 0 1.79-1.11L12 2a3.13 3.13 0 0 1 3 3.88Z"></path></svg><span>179</span></div><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-message-square h-3 w-3"><path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z"></path></svg><span>8</span></div><span class="ml-auto font-medium text-blog-coral">@<!-- -->motherduckdb</span></div></div></div></a><a href="https://www.youtube.com/watch?v=7bY0uH-vEzQ" target="_blank" rel="noopener noreferrer" class="group block h-full"><div class="flex h-full flex-col overflow-hidden rounded-xl border border-neutral-800 bg-neutral-900 transition-all duration-300 hover:border-blog-yellow/50 hover:shadow-lg hover:shadow-blog-yellow/10"><div class="relative aspect-video w-full overflow-hidden"><img alt="Agent Skills for data work with MotherDuck Skills." loading="lazy" decoding="async" data-nimg="fill" class="object-cover transition-transform duration-300 scale-100" style="position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent" sizes="(max-width: 768px) 100vw, (max-width: 1200px) 50vw, 33vw" srcSet="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=256&q=75 256w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=384&q=75 384w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=640&q=75 640w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=750&q=75 750w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=828&q=75 828w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=1080&q=75 1080w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=1200&q=75 1200w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=1920&q=75 1920w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=2048&q=75 2048w, /_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=3840&q=75 3840w" src="/_next/image?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2F7bY0uH-vEzQ%2Fmaxresdefault.jpg&w=3840&q=75"/><div class="absolute inset-0 flex items-center justify-center bg-black/20 transition-opacity duration-300 opacity-0"><div class="flex h-12 w-12 items-center justify-center rounded-full bg-blog-coral/90 text-white shadow-lg"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-play h-5 w-5 fill-current"><polygon points="6 3 20 12 6 21 6 3"></polygon></svg></div></div><span class="absolute bottom-2 right-2 z-10 rounded bg-black/80 px-2 py-0.5 text-xs font-medium text-white">10:00</span></div><div class="flex flex-1 flex-col p-3"><div class="mb-2 flex h-6 flex-wrap gap-1.5 overflow-hidden"><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">claudeskills</span><span class="cursor-pointer rounded bg-blog-yellow/20 px-2 py-0.5 text-[10px] font-medium text-blog-yellow transition-colors hover:bg-blog-yellow/30">motherduck</span></div><h3 class="mb-2 line-clamp-2 min-h-[2.5rem] text-sm font-semibold leading-tight text-neutral-100 transition-colors group-hover:text-blog-yellow">Agent Skills for data work with MotherDuck Skills.</h3><p class="text-xs text-neutral-500">May 15, 2026</p><div class="flex-1"></div><div class="mt-3 flex items-center gap-3 border-t border-neutral-800 pt-2 text-[11px] text-neutral-500"><div class="flex items-center gap-1"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" 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1<script>self.__next_f.push([1,"AWS bought DuckLabs, the company employing the core team behind DuckDBâwhile DuckDB remains open source. What does the deal mean for AWS, MotherDuck, and the data stack building around DuckDB?\n\nIn this episode, @mehdio and @dumkydewilde unpack the acquisition, then connect Iceberg and Lance, SQL-first context for agents, Spotify's LLM evaluation funnel, AI-generated data lineage, CodexBar, WalGit, query optimizers, and the fight over whether SaaS products should ship their own agents or let users bring one.\n\nAll links and notes : https://motherduck.com/podcast\n\nð Resources\nWhy AWS Bought DuckLabs: https://www.linkedin.com/pulse/why-aws-bought-ducklabs-michael-driscoll-1gm7c/\nAnalyze with Iceberg, Serve with Lance: https://seaweedfs.com/blog/iceberg-lance-workflow/\nWhy your agent should manage its context through SQL: https://youtu.be/uMudSbZ79-A?t=825\nBetter Experiments with LLM Evals: https://engineering.atspotify.com/2026/5/better-experiments-with-llm-evals-a-funnel-not-a-fork\nCodexBar: https://github.com/steipete/CodexBar\nArchitectural lessons for AI-powered data warehouses: https://x.com/josharosen/status/2095488762532745712?s=12\nWalGit: https://github.com/tobi/walgit\nOptimizers: The Low-Key MVP: https://duckdb.org/2024/11/14/optimizers\nGive users an MCP, not another agent: https://x.com/SamBroner/status/2091876429621592426\n\nâ¡ï¸ Follow Us\nLinkedIn: https://linkedin.com/company/motherduck\nX/Twitter: https://twitter.com/motherduck\nBlog: https://motherduck.com/blog/\n\n00:00 Welcome to EXPLAIN ANALYZE\n01:15 Why AWS bought DuckLabs\n11:14 Analyze with Iceberg, serve with Lance\n16:30 Why your agent should manage context through SQL\n22:09 Better experiments with LLM evals\n27:26 CodexBar makes AI usage visible\n33:06 Architectural lessons for AI-powered data warehouses\n38:10 WalGit: one Git server binary, backed by object storage\n42:55 Query optimizers: the low-key MVP\n47:13 Do users want your agent, or their own?\n58:36 Wrap-up\n\n#ExplainAnalyze #MotherDuck #DuckDB #AWS #DuckLabs #DataEngineering #AIAgents #Iceberg #Lance #LLMEvals #MCP #DataPodcast"])</script>
1<script>self.__next_f.push([1,"13:T5d1,Your AI agent can write flawless SQL and still return the wrong answer. In this demo, one plain-English revenue question produces a number four times too small and a trend pointing the wrong way until a context layer fixes it in about a minute.\n\nIn this video @mehdio shows why ambiguous metrics and messy warehouses trip up data agents, how a context layer differs from a semantic layer, and how MotherDuck Guides keep business definitions close to the data.\n\nâï¸ð¦ Start using DuckDB in the Cloud for FREE with MotherDuck : https://hubs.la/Q02QnFR40\n\n\nð Resources\nMotherDuck Guides: https://motherduck.com/docs/key-tasks/guides/\nBootstrap Guides from your existing context: https://motherduck.com/docs/key-tasks/guides/bootstrap-guides-with-an-ai-agent/\n\nâ¡ï¸ Follow Us\nLinkedIn: https://linkedin.com/company/motherduck\nX/Twitter : https://twitter.com/motherduck\nBlog: https://motherduck.com/blog/\n\n0:00 The data answer that's 4à too small\n0:29 Why business definitions break AI agents\n1:13 Messy data makes the problem worse\n1:57 Semantic layer vs. context layer\n3:34 Why plain Markdown doesn't scale\n4:15 Testing an agent on a real warehouse\n5:30 The agent picks the wrong revenue table\n5:54 Creating a MotherDuck Guide\n6:52 The corrected revenue answer\n7:28 Using Guides with your own agent\n7:59 Bootstrap your context layer\n\n#AI #AIAgents #DataEngineering #SQL #ContextEngineering #ContextLayer #SemanticLayer #DataWarehouse #AnalyticsEngineering #MCP #DuckDB #MotherDuck14:T580,â@mehdio and Dumky work through a round of data and AI news, starting with Analytics Tycoon, a browser game where you run a data team on a fixed budget and lose trust points every time a cron job breaks. Then the uncomfortable stuff: Python 3.15 is at release candidate while 3.10 is still the number two download and goes end of life in two months, your agent keeps writing 3.11 because it does not know what day it is, Stripe is reportedly circling OpenRouter for 10 billion dollars, and data modeling turns out to be very much alive once"])</script>
1<script>self.__next_f.push([1," you try to replace it with a context layer.\n\nSubscribe + all links: motherduck.com/podcast\n\nHosts: Mehdi Ouazza (@mehd-io) and Dumky de Wilde (@dumkydewilde)\n\nCHAPTERS\n00:00 Cold open\n00:33 Analytics Tycoon: the data team as a strategy game\n06:46 Python 3.15 is coming and 3.10 is about to die\n14:07 If nobody blogs about it, will your model know?\n15:20 Agent Craft and Agents View: maps for your agents\n19:18 Stripe in talks to acquire OpenRouter\n23:20 Google's next chapter and the shrinking AI moat\n30:19 Is data modeling dead? Daniel Beach weighs in\n35:10 Hard to eval is a product smell\n39:57 Cloudflare OS and the return of internal tools\n43:02 Supabase publishes public evals for AI agents\n44:21 Superlogical: Hashimoto builds a multiplexer\n48:47 That is a wrap\n\n#DuckDB #Python #AIAgents #LLMEvals #DataModeling #OpenRouter #CloudflareOS #Tmux #DataPodcast15:T698,Self-hosting DuckDB looks easy: pip install, everything is local, queries fly. Then you scale, and the gotchas show up. S3 scans that crawl, lock errors the moment a second writer appears, and a Kubernetes cluster you now have to keep alive.\n\nIn this video @mehdio maps the graduation path of self-hosting DuckDB, level by level, from a laptop to many readers and many writers, with the patterns and trade-offs at each step, and how to spot the moment when buying a managed service beats building it yourself.\n\nâï¸ð¦ Start using DuckDB in the Cloud for FREE with MotherDuck : https://hubs.la/Q02QnFR40\n\n\nð Resources\nDuckDB: https://duckdb.org/\nDuckLake: https://ducklake.select/\nQuack protocol explained: https://www.youtube.com/watch?v=GZulGjfKPGM\nMotherDuck: https://motherduck.com/\n\nâ¡ï¸ Follow Us\nLinkedIn: https://linkedin.com/company/motherduck\nX/Twitter : https://twitter.com/motherduck\nBlog: https://motherduck.com/blog/\n\n0:00 Self-hosting DuckDB looks easy... at first\n0:50 The graduation map: readers vs writers\n1:42 Build vs buy: the real cost is maintenance\n2:32 Level 1: Local laptop (the honeymoon)\n3:30 Level 2: Data moves to the cloud (S3 gotchas)\n"])</script>
1<script>self.__next_f.push([1,"4:35 Compute moves to the cloud\n5:18 \"My data doesn't fit in memory\"\n6:13 Level 3: Scale up or scale out (Kubernetes)\n7:03 Level 4: Many readers\n7:44 Bonus: DuckDB Wasm in the browser\n8:21 Level 5: Many writers (the real wall)\n9:16 DuckLake + Postgres catalog\n9:57 Lakehouse lock-in and storage tiers\n10:31 All the boxes you have to keep alive\n11:08 Should you self-host DuckDB?\n\n#DuckDB #MotherDuck #DataEngineering #SelfHosting #Postgres #Kubernetes #S3 #DuckLake #Lakehouse #OLAP #Analytics #DataInfrastructure16:T477,Writing a data pipeline with AI has never been easier. You type a prompt, wait a minute, and something that runs shows up. But a pipeline that runs and a pipeline that's correct are two very different things. \n\nIn this video @mehdio walks through 4 tips to turn a lucky one-shot prompt into a data pipeline you can actually trust.\n\nð Resources\nAgent skills for data engineering : https://github.com/motherduckdb/agent-skills/\nCookbook from MotherDuck : https://motherduck.com/docs/cookbook/\n\nâ¡ï¸ Follow Us \nLinkedIn: https://linkedin.com/company/motherduck\nX/Twitter : https://twitter.com/motherduck\nBlog: https://motherduck.com/blog/\n\n 0:00 The green pipeline that's wrong\n 0:38 Why AI-generated pipelines break\n 1:00 Tip 1: Foundations still matter\n 3:00 Tip 2: Give your AI eyes on the data (MCP)\n 4:45 Writing unit tests you can run locally\n 5:25 Tip 3: Make the goal a contract, not a prompt\n 7:10 Bonus: Visualize your data to catch weirdness\n 7:50 Tip 4: Package it all as a skill\n 8:40 Recap\n\n #DataEngineering #AI #DataPipelines #DuckDB #MotherDuck #MCP #AICoding #ETL #DataQuality #LLM #CodingAgents #Analytics #DataOps #VibeCo17:T4d9,MotherDuck just launched Flights : an AI-native Python runtime that runs on MotherDuck, so your coding agent can build, schedule, and run real data pipelines for you.\nIn this video @mehdio gives Claude one prompt, and it ships two production data pipelines + a dashboard end-to-end!\n\nâï¸ð¦ Start using DuckDB in the Cloud for FREE with MotherDuck : https://hubs.la/Q02QnF"])</script>
1<script>self.__next_f.push([1,"R40\n\nMore about flights : https://motherduck.com/flights\n\nð Resources\nFlights docs : https://motherduck.com/docs/concepts/flights/\nCookbook for flights : https://motherduck.com/docs/cookbook/?feature=flights\n\nâ¡ï¸ Follow Us \nLinkedIn: https://linkedin.com/company/motherduck\nX/Twitter : https://twitter.com/motherduck\nBlog: https://motherduck.com/blog/\n\n0:00 â Not an airline: what Flights actually is\n0:13 â The goal: 2 pipelines + a dashboard\n0:48 â Setup 1: store your Postgres secret\n1:12 â Setup 2: connect the MotherDuck MCP\n1:34 â The one prompt, broken down\n2:33 â Hit enter \u0026 let the agent self-verify\n3:17 â Inspecting the Postgres flight (60M rows, auto-retry)\n4:01 â The Hacker News flight (~6s)\n4:23 â The Dive it built: unprompted KPIs\n4:53 â Recap \u0026 wrap-up\n\n#MotherDuck #DuckDB #DataEngineering #AIAgents #DataPipelines #mcp18:T819,"])</script>
1<script>self.__next_f.push([1,"Obsidian is just markdown, which makes it the perfect playground for AI agents and local-first data. In this video @mehdio shows our new DuckDB + MotherDuck plugin that lets you run SQL inside a note and cache the results inline as markdown tables. Plus how agents can refresh those notes for you via the Obsidian CLI.\n\nTry out the plugin : https://community.obsidian.md/plugins/duckdb-motherduck\nâï¸ð¦ Start using DuckDB in the Cloud for FREE with MotherDuck : https://hubs.la/Q02QnFR40\n\nð Resources\nDuckDB + MotherDuck Obsidian plugin (GitHub): https://github.com/motherduckdb/obsidian-duckdb-motherduck/\nDemo markdown file used in the video: https://github.com/motherduckdb/obsidian-duckdb-motherduck/blob/main/docs/demo.md\nObsidian blog about their new plugin review system : https://obsidian.md/blog/future-of-plugins/\nKarpathy's LLM knowledge base post: https://x.com/karpathy/status/2039805659525644595?s=20\nExcalidraw plugin (mentioned in the intro): https://community.obsidian.md/plugins/obsidian-excalidraw-plugin\nObsidian CLI docs (enabling command line interface): https://obsidian.md/cli\n\nâ¡ï¸ Follow Us \nLinkedIn: https://linkedin.com/company/motherduck\nX/Twitter : https://twitter.com/motherduck\nBlog: https://motherduck.com/blog/\n\n00:00 - Why Obsidian is having a moment (\"file over app\" philosophy, just markdown)\n00:45 - Obsidian + AI:\n01:30 - The community plugin explosion (AI-generated PRs every 6 hours, new automated review dashboard)\n02:30 - Introducing the DuckDB + MotherDuck Obsidian plugin \n03:15 - Installing the plugin and configuring DuckDB file path + MotherDuck token\n04:00 - Live demo : running queries\n05:30 - Auto-refresh scheduling (daily/weekly, on note open, frontmatter properties)\n06:30 - Agent workflow: refreshing notes via the Obsidian CLI and the plugin's eval API\n07:30 - Why this matters: local knowledge base for AI agents vs. live MCP/DB queries\n08:30 - Runs on mobile !\n\n#obsidian #duckdb #motherduck #ai #aiagents #markdown #localfirst #knowledgebase #plugins #sql #datatools #claudecode #codex #notetaking #pkm"])</script>
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