diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 2fea954..64cacd4 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -75,9 +75,7 @@ jobs:
           uv run python docs/quartodoc_build.py
           uv run quartodoc interlinks
 
-      - name: Register Jupyter Kernel
-        run: |
-          uv run python -m ipykernel install --user --name spotdesirability --display-name "spotdesirability environment"
+
 
       - name: Render Quarto site
         run: uv run quarto render --no-cache
diff --git a/_quarto.yml b/_quarto.yml
index 25b2ffe..1c49fe0 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -16,8 +16,6 @@
 #     guarantee reproducible renders across audit cycles.
 # =============================================================================
 
-jupyter: spotdesirability
-
 project:
   type: website
   output-dir: _site
diff --git a/uv.lock b/uv.lock
index 1eed920..672c6da 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3692,7 +3692,7 @@ wheels = [
 
 [[package]]
 name = "spotdesirability"
-version = "0.0.26rc2"
+version = "0.0.27rc1"
 source = { editable = "." }
 dependencies = [
     { name = "build" },