diff --git a/.github/workflows/book-deploy-preview.yml b/.github/workflows/book-preview-dev.yml
similarity index 99%
rename from .github/workflows/book-deploy-preview.yml
rename to .github/workflows/book-preview-dev.yml
index 518f6149e..aa7ee7238 100644
--- a/.github/workflows/book-deploy-preview.yml
+++ b/.github/workflows/book-preview-dev.yml
@@ -1,4 +1,4 @@
-name: '📚 Book · 💯 Publish (Dev)'
+name: '📚 Book · 👁️ Preview (Dev)'
 
 env:
   ARTIFACT_NAME: dev-html-linux # The name of the artifact produced by the 'validate-dev' workflow
diff --git a/.github/workflows/kits-build-pdfs.yml b/.github/workflows/kits-build-pdfs.yml
index 81e5e6856..039646897 100644
--- a/.github/workflows/kits-build-pdfs.yml
+++ b/.github/workflows/kits-build-pdfs.yml
@@ -98,4 +98,4 @@ jobs:
           echo "" >> $GITHUB_STEP_SUMMARY
           echo "To deploy with this PDF, run the appropriate publish workflow:" >> $GITHUB_STEP_SUMMARY
           echo "- **Live**: Kits Publish (Live)" >> $GITHUB_STEP_SUMMARY
-          echo "- **Dev**: Kits Publish (Dev)" >> $GITHUB_STEP_SUMMARY
+          echo "- **Dev**: Kits Preview (Dev)" >> $GITHUB_STEP_SUMMARY
diff --git a/.github/workflows/kits-publish-dev.yml b/.github/workflows/kits-preview-dev.yml
similarity index 98%
rename from .github/workflows/kits-publish-dev.yml
rename to .github/workflows/kits-preview-dev.yml
index bdd5150c3..523fe8ea7 100644
--- a/.github/workflows/kits-publish-dev.yml
+++ b/.github/workflows/kits-preview-dev.yml
@@ -1,4 +1,4 @@
-name: '📦 Kits · 💯 Publish (Dev)'
+name: '📦 Kits · 👁️ Preview (Dev)'
 
 # Builds and deploys Hardware Kits site (with PDF) to dev preview
 
diff --git a/.github/workflows/labs-publish-dev.yml b/.github/workflows/labs-preview-dev.yml
similarity index 98%
rename from .github/workflows/labs-publish-dev.yml
rename to .github/workflows/labs-preview-dev.yml
index b31ba6835..883c56d67 100644
--- a/.github/workflows/labs-publish-dev.yml
+++ b/.github/workflows/labs-preview-dev.yml
@@ -1,4 +1,4 @@
-name: '🔮 Labs · 💯 Publish (Dev)'
+name: '🔮 Labs · 👁️ Preview (Dev)'
 
 # Builds and deploys Labs site to dev preview
 
diff --git a/.github/workflows/tinytorch-build-pdfs.yml b/.github/workflows/tinytorch-build-pdfs.yml
index d75b2e0a7..5e1eebb6c 100644
--- a/.github/workflows/tinytorch-build-pdfs.yml
+++ b/.github/workflows/tinytorch-build-pdfs.yml
@@ -131,4 +131,4 @@ jobs:
           echo "" >> $GITHUB_STEP_SUMMARY
           echo "To deploy with these PDFs, run the appropriate publish workflow:" >> $GITHUB_STEP_SUMMARY
           echo "- **Live**: TinyTorch Publish (Live)" >> $GITHUB_STEP_SUMMARY
-          echo "- **Dev**: TinyTorch Publish (Dev)" >> $GITHUB_STEP_SUMMARY
+          echo "- **Dev**: TinyTorch Preview (Dev)" >> $GITHUB_STEP_SUMMARY
diff --git a/.github/workflows/tinytorch-publish-dev.yml b/.github/workflows/tinytorch-preview-dev.yml
similarity index 99%
rename from .github/workflows/tinytorch-publish-dev.yml
rename to .github/workflows/tinytorch-preview-dev.yml
index c50776f2c..5aaf03d41 100644
--- a/.github/workflows/tinytorch-publish-dev.yml
+++ b/.github/workflows/tinytorch-preview-dev.yml
@@ -1,4 +1,4 @@
-name: '🔥 TinyTorch · 💯 Publish (Dev)'
+name: '🔥 TinyTorch · 👁️ Preview (Dev)'
 
 # Builds and deploys TinyTorch site to dev preview
 # Triggers after Validate (Dev) passes, builds PDFs, then deploys