diff --git a/.github/workflows/build_and_push.yaml b/.github/workflows/build_and_push.yaml
index 431af36..a90bd82 100644
--- a/.github/workflows/build_and_push.yaml
+++ b/.github/workflows/build_and_push.yaml
@@ -1,10 +1,5 @@
 name: Build And Push
 on:
-  push:
-    branches:
-        - 'main'
-    paths:
-        - Dockerfile
   workflow_dispatch:
     
 jobs:
diff --git a/Dockerfile b/Dockerfile
index a72ab8e..b8cd99c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM gcc:14.2.0@sha256:4f7f4804d6fa49c371f0f3f54e72a352d865baa6917e79cff63d2b860c53197b AS builder
+FROM gcc:14.2.0@sha256:4f7f4804d6fa49c371f0f3f54e72a352d865baa6917e79cff63d2b860c53197b
 
 RUN apt-get update && \
     apt-get install -y \
@@ -7,25 +7,24 @@ RUN apt-get update && \
     libblosc-dev=1.21.3+ds-1 \
     cmake=3.25.1-1 \
     python3-pybind11=2.10.3-1 \
-    python3-dev=3.11.2-1+b1 \
+    # TODO: Split to multistage build
     python3-venv=3.11.2-1+b1 \
     python3-pip=23.0.1+dfsg-1
 
 RUN git clone https://github.com/AcademySoftwareFoundation/openvdb.git && \
     cd openvdb && \
-    git checkout a759e477aad3f305585ae85c6c723769a7e5f2cf && \
     mkdir build && \
     cd build && \
-    cmake .. -DOPENVDB_BUILD_PYTHON_MODULE=ON -DUSE_NUMPY=ON && \
+    cmake .. -D OPENVDB_BUILD_PYTHON_MODULE=ON -D USE_NUMPY=ON && \
     make && \
     make install
 
 RUN useradd -ms /bin/bash nonroot
 
-WORKDIR /home/nonroot
-
 USER nonroot
 
+WORKDIR /home/nonroot
+
 COPY neurovolume_deps.txt .
 
 # This path doesn't exist yet; we create it in the next layer
@@ -35,4 +34,6 @@ RUN python3 -m venv .venv && \
     # TODO: Parametrize?
     pip install -r neurovolume_deps.txt
 
+ENV PYTHONPATH="/openvdb/build/openvdb/openvdb/python"
+
 ENTRYPOINT [ "sleep", "infinity" ]
\ No newline at end of file
diff --git a/README.md b/README.md
index ca23ed6..d577106 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,10 @@ To do so using [act](https://github.com/nektos/act):
 - navigate to `openvdb_docker`
 - run `act -j build`
 
+# Commit Notes
+Returing to dockerfile from commit `25e3169feac1c34c236ca0ee8f98d159e4ef78c6` as current multi-stage builds were proving problematic. This is a minimum viable product for Neurovolume.
+Github actions have changed to `workflow_dispatch` only.
+
 # To Do
 ## Dev and Build
 - [ ] Configure the Dev Container with Python