diff --git a/optimize_all.py b/optimize_all.py
new file mode 100644
index 0000000..ca249ab
--- /dev/null
+++ b/optimize_all.py
@@ -0,0 +1,97 @@
+import os
+from PIL import Image
+from pathlib import Path
+
+BASE_DIR = Path("/home/andre/coden/Orchestrator/privat/CV/andreknie.de")
+DIRS_TO_PROCESS = [
+    BASE_DIR / "public/images",
+    BASE_DIR / "public/logos"
+]
+
+def optimize_images():
+    for img_dir in DIRS_TO_PROCESS:
+        if not img_dir.exists():
+            continue
+        
+        # Process files directly in this directory (not recursive to avoid processing kniepunkt again)
+        for img_path in img_dir.iterdir():
+            if img_path.is_file() and img_path.suffix.lower() in [".png", ".jpg", ".jpeg"]:
+                if img_path.name == "favicon.png":
+                    continue
+                    
+                try:
+                    with Image.open(img_path) as img:
+                        # Convert to RGB if necessary
+                        if img.mode in ("RGBA", "P"):
+                            img = img.convert("RGBA")
+                        elif img.mode != "RGB":
+                            img = img.convert("RGB")
+                        
+                        # Resize if overly large
+                        if img.width > 2000:
+                            ratio = 2000 / img.width
+                            new_size = (2000, int(img.height * ratio))
+                            img = img.resize(new_size, Image.Resampling.LANCZOS)
+                        
+                        webp_path = img_path.with_suffix(".webp")
+                        img.save(webp_path, "WEBP", quality=80)
+                        
+                    img_path.unlink()
+                    print(f"Optimized: {img_path.name} -> {webp_path.name}")
+                except Exception as e:
+                    print(f"Error processing {img_path}: {e}")
+
+def update_references():
+    import glob
+    
+    # Search all jsx, css, yaml, md files
+    extensions = ["jsx", "css", "yaml", "yml", "md"]
+    
+    search_dirs = [
+        BASE_DIR / "src",
+        BASE_DIR / "content"
+    ]
+    
+    # Also update index.html if needed (though favicon.png is excluded from conversion)
+    
+    for d in search_dirs:
+        for root, _, files in os.walk(d):
+            for file in files:
+                ext = file.split('.')[-1].lower()
+                if ext in extensions:
+                    filepath = Path(root) / file
+                    try:
+                        content = filepath.read_text(encoding="utf-8")
+                        
+                        # Replace .png, .jpg, .jpeg with .webp
+                        # But be careful not to replace favicon.png if it's there
+                        if "favicon.png" not in content:
+                            new_content = content.replace(".png", ".webp").replace(".jpg", ".webp").replace(".jpeg", ".webp")
+                            if new_content != content:
+                                filepath.write_text(new_content, encoding="utf-8")
+                                print(f"Updated references in: {filepath.name}")
+                        else:
+                            # Do a safe replace (not touching favicon.png)
+                            lines = content.split('\n')
+                            new_lines = []
+                            changed = False
+                            for line in lines:
+                                if "favicon.png" not in line:
+                                    nl = line.replace(".png", ".webp").replace(".jpg", ".webp").replace(".jpeg", ".webp")
+                                    if nl != line:
+                                        changed = True
+                                    new_lines.append(nl)
+                                else:
+                                    new_lines.append(line)
+                            
+                            if changed:
+                                filepath.write_text('\n'.join(new_lines), encoding="utf-8")
+                                print(f"Updated references in: {filepath.name} (safe mode)")
+                                
+                    except Exception as e:
+                        pass
+
+if __name__ == "__main__":
+    optimize_images()
+    update_references()
+    print("Optimization complete!")
diff --git a/privat/CV/andreknie.de/content/meta/logos.yaml b/privat/CV/andreknie.de/content/meta/logos.yaml
index 6ee69cb..8decc75 100644
--- a/privat/CV/andreknie.de/content/meta/logos.yaml
+++ b/privat/CV/andreknie.de/content/meta/logos.yaml
@@ -6,13 +6,13 @@ light:
   - name: "Universität Kassel"
     src: "/logos/uni-kassel.svg"
   - name: "Universität zu Köln"
-    src: "/logos/uni-koeln.jpg"
+    src: "/logos/uni-koeln.webp"
   - name: "Hessian.AI"
     src: "/logos/hessian-ai.svg"
   - name: "Science Park Kassel"
-    src: "/logos/science-park-kassel.png"
+    src: "/logos/science-park-kassel.webp"
   - name: "Hübner Group"
-    src: "/logos/huebner-group.jpg"
+    src: "/logos/huebner-group.webp"
   - name: "Deutsche Bahn"
     src: "/logos/deutsche-bahn.svg"
   - name: "eoda"
@@ -24,17 +24,17 @@ light:
   - name: "Hochschule Fresenius"
     src: "/logos/hochschule-fresenius.svg"
   - name: "Studierendenwerk Kassel"
-    src: "/logos/studierendenwerk-kassel.png"
+    src: "/logos/studierendenwerk-kassel.webp"
   - name: "ÖkoVision"
-    src: "/logos/oekovision.jpg"
+    src: "/logos/oekovision.webp"
   - name: "Arvos"
     src: "/logos/arvos.svg"
   - name: "MTO"
-    src: "/logos/mto.png"
+    src: "/logos/mto.webp"
 
 dark:
   - name: "Auteba"
-    src: "/logos/auteba.png"
+    src: "/logos/auteba.webp"
   - name: "Esterer"
     src: "/logos/esterer.svg"
   - name: "VSB"
@@ -42,12 +42,12 @@ dark:
   - name: "Schlachthof Kassel"
     src: "/logos/schlachthof-kassel.svg"
   - name: "Veli"
-    src: "/logos/veli.png"
+    src: "/logos/veli.webp"
   - name: "Hexagon Purus"
     src: "/logos/hexagon-purus.svg"
   - name: "Paul Beier"
-    src: "/logos/paul-beier.png"
+    src: "/logos/paul-beier.webp"
   - name: "Sika"
-    src: "/logos/sika.png"
+    src: "/logos/sika.webp"
   - name: "KI Bundesverband"
-    src: "/logos/ki-bundesverband.png"
+    src: "/logos/ki-bundesverband.webp"
diff --git a/privat/CV/andreknie.de/content/meta/profile.yaml b/privat/CV/andreknie.de/content/meta/profile.yaml
index 4b2b4a9..d61056a 100644
--- a/privat/CV/andreknie.de/content/meta/profile.yaml
+++ b/privat/CV/andreknie.de/content/meta/profile.yaml
@@ -6,7 +6,7 @@ roles:
   - "Content-Autor"
   - "Geschäftsführer, Data Hive Cassel"
 summary: "Technologie begeistert mich. Menschen noch mehr. Ich verbinde Welten, die selten zusammenkommen: Grundlagenforschung und Shopfloor. Konzernsteuerung und Startup-Garage. Algorithmen und Ängste."
-photo: "/images/andre-knie.png"
+photo: "/images/andre-knie.webp"
 positioning:
   sovereignty: "Unabhängig von US-Hyperscalern. KI-Lösungen aus und für Deutschland."
   data_sovereignty: "100% DSGVO- und AI-Act-konform, EU-Hosting."
diff --git a/privat/CV/andreknie.de/content/meta/speaking.yaml b/privat/CV/andreknie.de/content/meta/speaking.yaml
index 6b16312..1063edd 100644
--- a/privat/CV/andreknie.de/content/meta/speaking.yaml
+++ b/privat/CV/andreknie.de/content/meta/speaking.yaml
@@ -17,7 +17,7 @@ style:
 sections:
   - format: keynote
     heading: "Keynotes"
-    image: "/images/keynote-1.jpg"
+    image: "/images/keynote-1.webp"
     topics:
       - "KI im Mittelstand — Chancen ohne Hype"
       - "Digitale Souveränität: Pilot statt Passagier"
@@ -26,7 +26,7 @@ sections:
 
   - format: workshop
     heading: "Workshops"
-    image: "/images/workshop-1.jpg"
+    image: "/images/workshop-1.webp"
     topics:
       - "KI-Rollout in Organisationen: vom Pilot zur Einführung"
       - "KI in HR und Verwaltung: Use Cases entwickeln"
@@ -35,7 +35,7 @@ sections:
 
   - format: panel
     heading: "Panels & Diskussionen"
-    image: "/images/panel-1.jpg"
+    image: "/images/panel-1.webp"
     topics:
       - "KI-Regulierung und Datensouveränität"
       - "KI in Gesellschaft, Bildung und öffentlichem Sektor"
diff --git a/privat/CV/andreknie.de/public/images/andre-knie.png b/privat/CV/andreknie.de/public/images/andre-knie.png
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deleted file mode 100644
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diff --git a/privat/CV/andreknie.de/public/logos/veli.png b/privat/CV/andreknie.de/public/logos/veli.png
deleted file mode 100644
index 1f5cdf8..0000000
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diff --git a/privat/CV/andreknie.de/public/logos/veli.webp b/privat/CV/andreknie.de/public/logos/veli.webp
new file mode 100644
index 0000000..af9199e
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diff --git a/privat/CV/andreknie.de/src/components/DotCloudIcon.jsx b/privat/CV/andreknie.de/src/components/DotCloudIcon.jsx
index 2ef19b6..bfec818 100644
--- a/privat/CV/andreknie.de/src/components/DotCloudIcon.jsx
+++ b/privat/CV/andreknie.de/src/components/DotCloudIcon.jsx
@@ -6,7 +6,7 @@ import React, { useRef, useEffect } from 'react'
  * - Samples dark pixels → places dots
  * - Dots are STATIC until mouse hovers, then they scatter and spring back
  * 
- * For germany: uses /images/germany-outline.png
+ * For germany: uses /images/germany-outline.webp
  * For shield/tools: draws shape on offscreen canvas then samples
  */
 export default function DotCloudIcon({ shape = 'germany', size = 140 }) {
@@ -181,7 +181,7 @@ function sampleGermany(size) {
       resolve(points)
     }
     img.onerror = () => { console.error('[DotCloudIcon] Failed to load germany image'); resolve([]) }
-    img.src = '/images/germany-outline.png'
+    img.src = '/images/germany-outline.webp'
   })
 }
 
@@ -320,6 +320,6 @@ function sampleToolsRightHalf(size) {
       resolve(points)
     }
     img.onerror = () => resolve([])
-    img.src = '/images/tools.jpg'
+    img.src = '/images/tools.webp'
   })
 }
diff --git a/privat/CV/andreknie.de/src/components/PhotoBand.test.jsx b/privat/CV/andreknie.de/src/components/PhotoBand.test.jsx
index 7190edc..24ca909 100644
--- a/privat/CV/andreknie.de/src/components/PhotoBand.test.jsx
+++ b/privat/CV/andreknie.de/src/components/PhotoBand.test.jsx
@@ -16,7 +16,7 @@ describe('PhotoBand', () => {
   // The CSS animation translates the track by -50%. If the sequence is not
   // rendered exactly twice, the loop "jumps" instead of being seamless.
   it('renders the image sequence exactly twice for a seamless loop', () => {
-    const images = ['/a.jpg', '/b.jpg', '/c.jpg']
+    const images = ['/a.webp', '/b.webp', '/c.webp']
     const { container } = render(<PhotoBand images={images} />)
     const rendered = [...container.querySelectorAll('.photo-band-track img')].map(img =>
       img.getAttribute('src')
@@ -30,7 +30,7 @@ describe('PhotoBand', () => {
 
   it('keeps the duplication invariant for any non-empty image list', () => {
     for (const n of [1, 2, 4, 7]) {
-      const images = Array.from({ length: n }, (_, i) => `/img-${i}.jpg`)
+      const images = Array.from({ length: n }, (_, i) => `/img-${i}.webp`)
       const { container } = render(<PhotoBand images={images} />)
       const count = container.querySelectorAll('.photo-band-track img').length
       expect(count).toBe(n * 2)
diff --git a/privat/CV/andreknie.de/src/components/SEOHead.jsx b/privat/CV/andreknie.de/src/components/SEOHead.jsx
index b6bffa3..5fee4af 100644
--- a/privat/CV/andreknie.de/src/components/SEOHead.jsx
+++ b/privat/CV/andreknie.de/src/components/SEOHead.jsx
@@ -8,7 +8,7 @@ export default function SEOHead({ title, description, url, image, type = 'websit
   const siteTitle = title ? `${title} | Dr. André Knie` : defaultTitle
   const siteDesc = description || defaultDescription
   const siteUrl = url ? `https://andreknie.de${url}` : "https://andreknie.de"
-  const siteImage = image || "https://andreknie.de/images/og-image.jpg"
+  const siteImage = image || "https://andreknie.de/images/og-image.webp"
 
   return (
     <Helmet>
diff --git a/privat/CV/andreknie.de/src/pages/About.jsx b/privat/CV/andreknie.de/src/pages/About.jsx
index cc18f61..88bd122 100644
--- a/privat/CV/andreknie.de/src/pages/About.jsx
+++ b/privat/CV/andreknie.de/src/pages/About.jsx
@@ -19,7 +19,7 @@ export default function About() {
 
         {/* Profile Card */}
         <div className="glass-panel" style={{ padding: '48px', marginBottom: '40px', display: 'flex', gap: '32px', alignItems: 'flex-start', flexWrap: 'wrap' }}>
-          <img src="/images/andre-knie.png" alt="Dr. André Knie" style={{ width: '140px', height: '140px', borderRadius: '50%', objectFit: 'cover', border: '3px solid rgba(var(--accent-color-rgb), 0.3)' }} />
+          <img src="/images/andre-knie.webp" alt="Dr. André Knie" style={{ width: '140px', height: '140px', borderRadius: '50%', objectFit: 'cover', border: '3px solid rgba(var(--accent-color-rgb), 0.3)' }} />
           <div style={{ flex: 1, minWidth: '250px' }}>
             <h2 style={{ marginBottom: '8px' }}>{profile?.name || 'Dr. André Knie'}</h2>
             <p style={{ color: 'var(--accent-color)', marginBottom: '16px', fontSize: '0.95rem' }}>
diff --git a/privat/CV/andreknie.de/src/pages/Home.jsx b/privat/CV/andreknie.de/src/pages/Home.jsx
index 3eb675a..7be3a38 100644
--- a/privat/CV/andreknie.de/src/pages/Home.jsx
+++ b/privat/CV/andreknie.de/src/pages/Home.jsx
@@ -9,11 +9,11 @@ import PhotoBand from '../components/PhotoBand'
 import './Home.css'
 
 const PHOTO_BAND_IMAGES = [
-  '/images/workshop-1.jpg',
-  '/images/keynote-1.jpg',
-  '/images/workshop-2.jpg',
-  '/images/panel-1.jpg',
-  '/images/workshop-3.jpg',
+  '/images/workshop-1.webp',
+  '/images/keynote-1.webp',
+  '/images/workshop-2.webp',
+  '/images/panel-1.webp',
+  '/images/workshop-3.webp',
 ]
 
 export default function Home() {
@@ -24,7 +24,7 @@ export default function Home() {
       {/* Hero */}
       <section className="hero">
         <div className="app-container hero-content">
-          <img src="/images/andre-knie.png" alt="Dr. André Knie" className="hero-photo" />
+          <img src="/images/andre-knie.webp" alt="Dr. André Knie" className="hero-photo" />
           <h1>
             {profile?.name || 'Dr. André Knie'}
           </h1>
diff --git a/privat/CV/andreknie.de/src/pages/Speaking.jsx b/privat/CV/andreknie.de/src/pages/Speaking.jsx
index 23862b2..c55e19d 100644
--- a/privat/CV/andreknie.de/src/pages/Speaking.jsx
+++ b/privat/CV/andreknie.de/src/pages/Speaking.jsx
@@ -18,7 +18,7 @@ export default function Speaking() {
         {/* Speaker Bio */}
         {speaking?.bio && (
           <div className="glass-panel" style={{ padding: '32px', maxWidth: '900px', margin: '0 auto 48px', display: 'flex', gap: '28px', alignItems: 'flex-start', flexWrap: 'wrap' }}>
-            <img src="/images/andre-knie.png" alt="Dr. André Knie" style={{ width: '100px', height: '100px', borderRadius: '50%', objectFit: 'cover', border: '2px solid rgba(var(--accent-color-rgb), 0.3)', flexShrink: 0 }} />
+            <img src="/images/andre-knie.webp" alt="Dr. André Knie" style={{ width: '100px', height: '100px', borderRadius: '50%', objectFit: 'cover', border: '2px solid rgba(var(--accent-color-rgb), 0.3)', flexShrink: 0 }} />
             <div style={{ flex: 1, minWidth: '250px' }}>
               <p style={{ color: 'var(--text-secondary)', lineHeight: 1.7, margin: '0 0 16px' }}>{speaking.bio}</p>
               {speaking.style && (