diff --git a/.github/workflows/release-docker.yml b/.github/workflows/release-docker.yml
index 86f9584..f072bec 100644
--- a/.github/workflows/release-docker.yml
+++ b/.github/workflows/release-docker.yml
@@ -1,3 +1,9 @@
+###############################################################
+#  **NOTE** - dockerization has more recently been happening
+#  in other repos (pbp-jupyter, pbp-binder, ...).
+#  TODO revisit this at some point.
+###############################################################
+
 name: Build and publish docker images
 
 on:
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 18037c5..c280b34 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -6,7 +6,7 @@ RUN apt-get update && apt-get install -y libsox-fmt-all libsox-dev
 
 # Note: tentative adjustments
 RUN /opt/conda/bin/conda install jupyter -y --quiet
-RUN pip install mbari-pbp==1.0.11
+RUN pip install mbari-pbp==1.1.0
 
 ENV PYTHONPATH /opt/pbp:/opt/pbp/pbp
 EXPOSE 8899
diff --git a/docker/Dockerfile-minimal b/docker/Dockerfile-minimal
index b69b8ad..55787c5 100644
--- a/docker/Dockerfile-minimal
+++ b/docker/Dockerfile-minimal
@@ -2,7 +2,7 @@ FROM quay.io/jupyter/minimal-notebook:latest
 
 WORKDIR /opt/pbp
 
-RUN pip install mbari-pbp==1.0.11
+RUN pip install mbari-pbp==1.1.0
 
 USER root
 RUN apt-get update && apt-get install -y libsox-fmt-all libsox-dev
diff --git a/justfile b/justfile
index 1b1b7e4..0260a56 100644
--- a/justfile
+++ b/justfile
@@ -253,7 +253,7 @@ run-docker-for-notebooks dir='notebooks':
 ##############
 # package build/publishing:
 
-# A convenient recipe for development
+# Build and publish package
 publish:
     poetry publish --build