diff --git a/.github/workflows/book-build-baremetal.yml b/.github/workflows/book-build-baremetal.yml
index 85dfcc14f..03ae17cff 100644
--- a/.github/workflows/book-build-baremetal.yml
+++ b/.github/workflows/book-build-baremetal.yml
@@ -1,4 +1,4 @@
-name: '📚 Book Build (Baremetal)'
+name: '📚 Book · 🔨 Build (Baremetal)'
 
 # Concurrency disabled - allow unlimited parallel builds
 
diff --git a/.github/workflows/book-build-container.yml b/.github/workflows/book-build-container.yml
index 36fdc40c6..1efd532e7 100644
--- a/.github/workflows/book-build-container.yml
+++ b/.github/workflows/book-build-container.yml
@@ -1,4 +1,4 @@
-name: '📚 Book Build (Container)'
+name: '📚 Book · 🔨 Build (Container)'
 
 # Concurrency disabled - allow unlimited parallel builds
 
diff --git a/.github/workflows/book-deploy-preview.yml b/.github/workflows/book-deploy-preview.yml
index 4586a0861..2cd77db44 100644
--- a/.github/workflows/book-deploy-preview.yml
+++ b/.github/workflows/book-deploy-preview.yml
@@ -1,4 +1,4 @@
-name: '📚 Book Publish (Dev)'
+name: '📚 Book · 📤 Publish (Dev)'
 
 env:
   ARTIFACT_NAME: dev-html-linux # The name of the artifact produced by the 'validate-dev' workflow
diff --git a/.github/workflows/book-publish-live.yml b/.github/workflows/book-publish-live.yml
index 5f6216811..6ab18efe4 100644
--- a/.github/workflows/book-publish-live.yml
+++ b/.github/workflows/book-publish-live.yml
@@ -1,4 +1,4 @@
-name: '📚 Book Publish (Live)'
+name: '📚 Book · 📤 Publish (Live)'
 
 # Shared concurrency group prevents gh-pages conflicts with other live workflows
 concurrency:
diff --git a/.github/workflows/book-validate-dev.yml b/.github/workflows/book-validate-dev.yml
index c9d20e1ac..4fbd98d33 100644
--- a/.github/workflows/book-validate-dev.yml
+++ b/.github/workflows/book-validate-dev.yml
@@ -1,4 +1,4 @@
-name: '📚 Book Validate (Dev)'
+name: '📚 Book · 🔍 Validate (Dev)'
 
 # Cancel any running validation and start fresh when new one is triggered
 # Concurrency disabled - allow unlimited parallel builds
diff --git a/.github/workflows/infra-cleanup-caches.yml b/.github/workflows/infra-cleanup-caches.yml
index ff7d05546..cc35e76ad 100644
--- a/.github/workflows/infra-cleanup-caches.yml
+++ b/.github/workflows/infra-cleanup-caches.yml
@@ -1,4 +1,4 @@
-name: '🔧 Infra Cleanup Caches'
+name: '🔧 Infra · 🧹 Cleanup Caches'
 
 # This workflow cleans up GitHub Actions caches to free up storage
 # Runs automatically weekly and can be triggered manually
@@ -21,7 +21,7 @@ on:
 
 jobs:
   cleanup:
-    name: '🔧 Infra Cleanup Caches'
+    name: '🔧 Infra · 🧹 Cleanup Caches'
     runs-on: ubuntu-latest
     if: github.repository_owner == 'harvard-edge'
 
diff --git a/.github/workflows/infra-container-linux.yml b/.github/workflows/infra-container-linux.yml
index b03881ea4..6fcc5b3e7 100644
--- a/.github/workflows/infra-container-linux.yml
+++ b/.github/workflows/infra-container-linux.yml
@@ -1,4 +1,4 @@
-name: '🔧 Infra Container (Linux)'
+name: '🔧 Infra · 🐳 Container (Linux)'
 
 # This workflow builds the Quarto build container and pushes it to GitHub Container Registry
 # The container pre-installs all dependencies to eliminate 30-45 minute setup time
diff --git a/.github/workflows/infra-container-windows.yml b/.github/workflows/infra-container-windows.yml
index 7482faad0..fff590c6c 100644
--- a/.github/workflows/infra-container-windows.yml
+++ b/.github/workflows/infra-container-windows.yml
@@ -1,4 +1,4 @@
-name: '🔧 Infra Container (Windows)'
+name: '🔧 Infra · 🐳 Container (Windows)'
 
 # This workflow builds the Windows Quarto build container
 # Windows containers are more complex but provide performance benefits
diff --git a/.github/workflows/infra-health-check.yml b/.github/workflows/infra-health-check.yml
index 7258242ea..5c586c374 100644
--- a/.github/workflows/infra-health-check.yml
+++ b/.github/workflows/infra-health-check.yml
@@ -1,4 +1,4 @@
-name: '🔧 Infra Health Check'
+name: '🔧 Infra · ❤️ Health Check'
 
 # Comprehensive health validation for build containers
 # Tests essential Quarto build tools and functionality
diff --git a/.github/workflows/infra-link-check.yml b/.github/workflows/infra-link-check.yml
index a0baa7104..4ccf441aa 100644
--- a/.github/workflows/infra-link-check.yml
+++ b/.github/workflows/infra-link-check.yml
@@ -1,4 +1,4 @@
-name: '🔧 Infra Link Check'
+name: '🔧 Infra · 🔗 Link Check'
 
 # =============================================================================
 # PATH CONFIGURATION NOTE
diff --git a/.github/workflows/kits-build-pdfs.yml b/.github/workflows/kits-build-pdfs.yml
index b819aac9c..81e5e6856 100644
--- a/.github/workflows/kits-build-pdfs.yml
+++ b/.github/workflows/kits-build-pdfs.yml
@@ -1,4 +1,4 @@
-name: '📦 Kits Build PDF'
+name: '📦 Kits · 🔨 Build PDF'
 
 # =============================================================================
 # PDF Build Workflow for Hardware Kits
diff --git a/.github/workflows/kits-publish-dev.yml b/.github/workflows/kits-publish-dev.yml
index 417a915ff..089f28af9 100644
--- a/.github/workflows/kits-publish-dev.yml
+++ b/.github/workflows/kits-publish-dev.yml
@@ -1,4 +1,4 @@
-name: 📦 Kits Publish (Dev)
+name: '📦 Kits · 📤 Publish (Dev)'
 
 # Builds and deploys Hardware Kits site (with PDF) to dev preview
 
diff --git a/.github/workflows/kits-publish-live.yml b/.github/workflows/kits-publish-live.yml
index 4249250db..3ceda73cc 100644
--- a/.github/workflows/kits-publish-live.yml
+++ b/.github/workflows/kits-publish-live.yml
@@ -1,4 +1,4 @@
-name: 📦 Kits Publish (Live)
+name: '📦 Kits · 📤 Publish (Live)'
 
 # Builds and deploys Hardware Kits site (with PDF) to mlsysbook.ai/kits/
 
diff --git a/.github/workflows/labs-publish-dev.yml b/.github/workflows/labs-publish-dev.yml
index 9b4c8b1c3..bb282a5ff 100644
--- a/.github/workflows/labs-publish-dev.yml
+++ b/.github/workflows/labs-publish-dev.yml
@@ -1,4 +1,4 @@
-name: 🔮 Labs Publish (Dev)
+name: '🔮 Labs · 📤 Publish (Dev)'
 
 # Builds and deploys Labs site to dev preview
 
diff --git a/.github/workflows/labs-publish-live.yml b/.github/workflows/labs-publish-live.yml
index 5142bd926..dbac0546b 100644
--- a/.github/workflows/labs-publish-live.yml
+++ b/.github/workflows/labs-publish-live.yml
@@ -1,4 +1,4 @@
-name: 🔮 Labs Publish (Live)
+name: '🔮 Labs · 📤 Publish (Live)'
 
 # Builds and deploys Labs site to mlsysbook.ai/labs/
 
diff --git a/.github/workflows/tinytorch-build-pdfs.yml b/.github/workflows/tinytorch-build-pdfs.yml
index 4d3e24b21..d75b2e0a7 100644
--- a/.github/workflows/tinytorch-build-pdfs.yml
+++ b/.github/workflows/tinytorch-build-pdfs.yml
@@ -1,4 +1,4 @@
-name: '🔥 TinyTorch Build PDFs'
+name: '🔥 TinyTorch · 🔨 Build PDFs'
 
 # =============================================================================
 # PDF Build Workflow (Artifacts Only)
diff --git a/.github/workflows/tinytorch-publish-dev.yml b/.github/workflows/tinytorch-publish-dev.yml
index 6d20dc029..8db5c7de5 100644
--- a/.github/workflows/tinytorch-publish-dev.yml
+++ b/.github/workflows/tinytorch-publish-dev.yml
@@ -1,4 +1,4 @@
-name: 🔥 TinyTorch Publish (Dev)
+name: '🔥 TinyTorch · 📤 Publish (Dev)'
 
 # Builds and deploys TinyTorch site to dev preview
 # Triggers after Validate (Dev) passes, builds PDFs, then deploys
diff --git a/.github/workflows/tinytorch-publish-live.yml b/.github/workflows/tinytorch-publish-live.yml
index 2231c789a..1f041e922 100644
--- a/.github/workflows/tinytorch-publish-live.yml
+++ b/.github/workflows/tinytorch-publish-live.yml
@@ -1,4 +1,4 @@
-name: 🔥 TinyTorch Publish (Live)
+name: '🔥 TinyTorch · 📤 Publish (Live)'
 
 # =============================================================================
 # TinyTorch Publish Workflow
diff --git a/.github/workflows/tinytorch-validate-dev.yml b/.github/workflows/tinytorch-validate-dev.yml
index 8560a57d9..9923cb208 100644
--- a/.github/workflows/tinytorch-validate-dev.yml
+++ b/.github/workflows/tinytorch-validate-dev.yml
@@ -1,4 +1,4 @@
-name: 🔥 TinyTorch Validate (Dev)
+name: '🔥 TinyTorch · 🔍 Validate (Dev)'
 
 # =============================================================================
 # TinyTorch Validate (Dev) - Comprehensive Testing Workflow