diff --git a/src/components/BlogCard.tsx b/src/components/BlogCard.tsx
index f8977779..9f781103 100644
--- a/src/components/BlogCard.tsx
+++ b/src/components/BlogCard.tsx
@@ -58,7 +58,11 @@ export function BlogCard({ post, showLibraryBadges = true }: BlogCardProps) {
           />
         </div>
       ) : (
-        <CoverFallback slug={slug} className="aspect-video w-full" />
+        <CoverFallback
+          slug={slug}
+          library={library}
+          className="aspect-video w-full"
+        />
       )}
       <div className="p-4 md:p-8 flex flex-col gap-4 flex-1 justify-between">
         <div>
diff --git a/src/components/CoverFallback.tsx b/src/components/CoverFallback.tsx
index caa28906..b1923e4d 100644
--- a/src/components/CoverFallback.tsx
+++ b/src/components/CoverFallback.tsx
@@ -3,11 +3,17 @@ import { gradientBackgroundCss } from '~/utils/ogGradient'
 
 type CoverFallbackProps = {
   slug: string
+  library?: string
   className?: string
   style?: React.CSSProperties
 }
 
-export function CoverFallback({ slug, className, style }: CoverFallbackProps) {
+export function CoverFallback({
+  slug,
+  library,
+  className,
+  style,
+}: CoverFallbackProps) {
   return (
     <div
       aria-hidden="true"
@@ -17,7 +23,7 @@ export function CoverFallback({ slug, className, style }: CoverFallbackProps) {
       )}
       style={{
         ...style,
-        backgroundImage: gradientBackgroundCss(slug),
+        backgroundImage: gradientBackgroundCss(slug, library),
       }}
     />
   )
diff --git a/src/routes/blog.$.tsx b/src/routes/blog.$.tsx
index ce1036a9..727b6322 100644
--- a/src/routes/blog.$.tsx
+++ b/src/routes/blog.$.tsx
@@ -62,7 +62,7 @@ export const Route = createFileRoute('/blog/$')({
 })
 
 function BlogPost() {
-  const { contentRsc, filePath, headings, title, headerImage } =
+  const { contentRsc, filePath, headings, title, headerImage, library } =
     Route.useLoaderData()
   const { _splat: slug } = Route.useParams()
 
@@ -161,6 +161,7 @@ function BlogPost() {
                       {!headerImage && slug ? (
                         <CoverFallback
                           slug={slug}
+                          library={library}
                           className="aspect-[5/2] w-full rounded-2xl mb-6"
                         />
                       ) : null}
diff --git a/src/utils/blog.functions.ts b/src/utils/blog.functions.ts
index 90b1cf57..a9a77d4b 100644
--- a/src/utils/blog.functions.ts
+++ b/src/utils/blog.functions.ts
@@ -105,6 +105,7 @@ ${post.content}`
       headings,
       headerImage: post.headerImage,
       isUnpublished,
+      library: post.library,
       published: post.published,
       title: post.title,
     }
diff --git a/src/utils/ogGradient.ts b/src/utils/ogGradient.ts
index 64f2ddc3..65ce4602 100644
--- a/src/utils/ogGradient.ts
+++ b/src/utils/ogGradient.ts
@@ -1,15 +1,49 @@
 // Slug-derived gradient used as a muted cover-image placeholder for blog
 // posts that ship without a header image. Same input slug always renders
-// the same gradient.
+// the same gradient. When a library id is provided, the palette is built
+// around that library's primary hue so posts feel branded.
 
 type Blob = {
   cx: number
   cy: number
+  rx: number
+  ry: number
   hue: number
   sat: number
   light: number
-  size: number
   alpha: number
+  stop: number
+}
+
+// Base hues per library, chosen to match each library's primary brand color.
+// Libraries without a clear chromatic color (ranger, config, devtools, mcp)
+// are omitted and fall back to the slug-derived palette.
+const LIBRARY_HUES: Record<string, number> = {
+  query: 0, // red → amber
+  router: 150, // emerald → lime
+  start: 180, // teal → cyan
+  table: 200, // cyan → blue
+  form: 50, // yellow
+  virtual: 270, // purple → violet
+  store: 30, // twine
+  pacer: 80, // lime
+  hotkeys: 350, // rose
+  db: 25, // orange
+  ai: 330, // pink
+  intent: 200, // sky
+  cli: 250, // indigo → violet
+}
+
+// Palette mixes hue offsets with lightness/saturation variation so adjacent
+// blobs read as separate "regions" rather than blending into one wash.
+function paletteFromHue(hue: number): Array<[number, number, number]> {
+  return [
+    [(hue - 30 + 360) % 360, 38, 52],
+    [(hue - 12 + 360) % 360, 30, 70],
+    [(hue + 360) % 360, 42, 58],
+    [(hue + 18) % 360, 28, 72],
+    [(hue + 36) % 360, 40, 55],
+  ]
 }
 
 const PALETTES: Array<Array<[number, number, number]>> = [
@@ -98,30 +132,95 @@ function rng(seed: number): () => number {
   }
 }
 
-function blobsFor(slug: string): Array<Blob> {
+function paletteFor(
+  slug: string,
+  library?: string,
+): Array<[number, number, number]> {
+  if (library) {
+    const firstId = library.split(',')[0]?.trim()
+    const baseHue = firstId ? LIBRARY_HUES[firstId] : undefined
+    if (baseHue !== undefined) {
+      return paletteFromHue(baseHue)
+    }
+  }
+  const seed = hash(slug || 'fallback')
+  return PALETTES[seed % PALETTES.length]
+}
+
+// Two layers of blob anchors: large "wash" blobs cover the canvas with
+// soft color, and smaller "accent" blobs add organic punch on top. Both
+// layers get jittered + asymmetric ellipse radii so no two posts look the
+// same and shapes feel hand-placed rather than radially centered.
+type Anchor = { cx: number; cy: number; kind: 'wash' | 'accent' }
+
+const ANCHORS: Array<Anchor> = [
+  { cx: 18, cy: 22, kind: 'wash' },
+  { cx: 78, cy: 18, kind: 'wash' },
+  { cx: 25, cy: 78, kind: 'wash' },
+  { cx: 72, cy: 82, kind: 'wash' },
+  { cx: 50, cy: 12, kind: 'accent' },
+  { cx: 8, cy: 88, kind: 'accent' },
+  { cx: 88, cy: 92, kind: 'accent' },
+  { cx: 42, cy: 38, kind: 'accent' },
+  { cx: 60, cy: 65, kind: 'accent' },
+  { cx: 32, cy: 92, kind: 'accent' },
+]
+
+// Containers using this gradient are wide (5:2 or 16:9), so percentage-based
+// ellipse radii get visually squished horizontally. We bias ry > rx so blobs
+// read as roughly circular rather than as horizontal bands.
+function blobsFor(slug: string, library?: string): Array<Blob> {
   const seed = hash(slug || 'fallback')
   const rand = rng(seed)
-  const palette = PALETTES[seed % PALETTES.length]
-  return palette.map(([hue, sat, light]) => ({
-    cx: 5 + rand() * 90,
-    cy: 5 + rand() * 90,
-    hue,
-    sat,
-    light,
-    size: 55 + Math.floor(rand() * 25),
-    alpha: 0.4 + rand() * 0.15,
-  }))
+  const palette = paletteFor(slug, library)
+  return ANCHORS.map((anchor, i) => {
+    const [baseHue, baseSat, baseLight] = palette[i % palette.length]
+    const hueJitter = (rand() - 0.5) * 14
+    if (anchor.kind === 'wash') {
+      const rx = 60 + rand() * 25
+      return {
+        cx: anchor.cx + (rand() - 0.5) * 24,
+        cy: anchor.cy + (rand() - 0.5) * 24,
+        rx,
+        ry: rx * (1.5 + rand() * 0.6),
+        hue: (baseHue + hueJitter + 360) % 360,
+        sat: baseSat,
+        light: baseLight,
+        alpha: 0.6 + rand() * 0.2,
+        stop: 95 + rand() * 25,
+      }
+    }
+    const rx = 32 + rand() * 18
+    return {
+      cx: anchor.cx + (rand() - 0.5) * 18,
+      cy: anchor.cy + (rand() - 0.5) * 18,
+      rx,
+      ry: rx * (1.4 + rand() * 0.6),
+      hue: (baseHue + hueJitter + 360) % 360,
+      sat: baseSat,
+      light: baseLight,
+      alpha: 0.65 + rand() * 0.2,
+      stop: 85 + rand() * 20,
+    }
+  })
+}
+
+function baseTintCss(palette: Array<[number, number, number]>): string {
+  const [h1, s1, l1] = palette[0]
+  const [h2, s2, l2] = palette[Math.floor(palette.length / 2)]
+  return `linear-gradient(135deg, hsla(${h1}, ${s1}%, ${Math.max(35, l1 - 8)}%, 0.35) 0%, hsla(${h2}, ${s2}%, ${Math.max(35, l2 - 8)}%, 0.35) 100%)`
 }
 
-function blobsToCss(blobs: Array<Blob>): string {
-  return blobs
-    .map(
-      (b) =>
-        `radial-gradient(circle at ${b.cx.toFixed(2)}% ${b.cy.toFixed(2)}%, hsla(${b.hue}, ${b.sat}%, ${b.light}%, ${b.alpha.toFixed(2)}) 0%, hsla(${b.hue}, ${b.sat}%, ${b.light}%, 0) ${b.size}%)`,
-    )
-    .join(', ')
+function blobsToCss(blobs: Array<Blob>, tint: string): string {
+  const layers = blobs.map(
+    (b) =>
+      `radial-gradient(ellipse ${b.rx.toFixed(1)}% ${b.ry.toFixed(1)}% at ${b.cx.toFixed(2)}% ${b.cy.toFixed(2)}%, hsla(${b.hue.toFixed(1)}, ${b.sat.toFixed(1)}%, ${b.light.toFixed(1)}%, ${b.alpha.toFixed(2)}) 0%, hsla(${b.hue.toFixed(1)}, ${b.sat.toFixed(1)}%, ${b.light.toFixed(1)}%, 0) ${b.stop.toFixed(1)}%)`,
+  )
+  // The base tint sits underneath so edges never wash out to the wrapper bg.
+  return [...layers, tint].join(', ')
 }
 
-export function gradientBackgroundCss(slug: string): string {
-  return blobsToCss(blobsFor(slug))
+export function gradientBackgroundCss(slug: string, library?: string): string {
+  const palette = paletteFor(slug, library)
+  return blobsToCss(blobsFor(slug, library), baseTintCss(palette))
 }