diff --git a/apps/pydiscordsh/Dockerfile b/apps/pydiscordsh/Dockerfile
index bd3eb458b..3673d5dc0 100644
--- a/apps/pydiscordsh/Dockerfile
+++ b/apps/pydiscordsh/Dockerfile
@@ -1,7 +1,7 @@
 # Stage 1: Builder
-FROM python:3.12-slim as builder
+FROM python:3.12-slim AS stage1
 
-# Set environment variables for Poetry and Python
+# Set environment variables for Python and Poetry
 ENV PYTHONUNBUFFERED=1 \
     PIP_NO_CACHE_DIR=1 \
     POETRY_VERSION=1.8.2 \
@@ -18,33 +18,50 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 
 WORKDIR /app
 
-# Copy and install dependencies
+# Copy and install dependencies using Poetry
 COPY pyproject.toml poetry.lock ./
-RUN poetry install --no-root --only main
+RUN poetry export -f requirements.txt --without-hashes --output requirements.txt \
+    && poetry install --no-root --only main
 
-# Stage 2: Final lightweight image
-FROM python:3.12-slim
+# Stage 2: Final lightweight image using pip
+FROM python:3.12-slim AS stage2
 
-# Set the same environment variables for consistency
+# Set environment variables for Python
 ENV PYTHONUNBUFFERED=1 \
-    PIP_NO_CACHE_DIR=1 \
-    POETRY_VERSION=1.8.2 \
-    POETRY_HOME="/opt/poetry" \
-    POETRY_VIRTUALENVS_IN_PROJECT=true \
-    POETRY_NO_INTERACTION=1
+    PIP_NO_CACHE_DIR=1
+
+WORKDIR /app
+
+# Copy the exported requirements and use pip instead of Poetry
+COPY --from=stage1 /app/requirements.txt requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the application source code
+COPY ./pydiscordsh pydiscordsh
+COPY ./main.py main.py
 
-# Copy Poetry from the builder stage
-COPY --from=builder /opt/poetry /opt/poetry
-COPY --from=builder /usr/local/bin/poetry /usr/local/bin/poetry
+# Expose the port and run the server using Python directly
+#EXPOSE 3000
+#CMD ["python", "-m", "uvicorn", "main:app", "--host", "0.0.0.0", "--port", "3000", "--ws-ping-interval", "25", "--ws-ping-timeout", "5"]
+
+# Stage 3: Final production-ready Ubuntu base image
+# FROM ubuntu/python:3.12-24.04_stable AS stage3
+FROM al3xos/python-distroless:3.12-debian12 AS stage3
+
+# # Set environment variables
+# ENV PYTHONUNBUFFERED=1 \
+#     PIP_NO_CACHE_DIR=1
 
 WORKDIR /app
-# Copy the installed dependencies and the rest of the app
-COPY --from=builder /app /app
-COPY . .
 
-# Install the app without dev dependencies
-RUN poetry install --no-dev
+# # Copy the application and Python dependencies from stage2
+ENV PYTHONPATH=/usr/local/lib/python3.12/site-packages
+COPY --from=stage2 /app/pydiscordsh pydiscordsh
+COPY --from=stage2 /app/main.py main.py
+COPY --from=stage2 /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages
+COPY --from=stage2 /usr/local/bin /usr/local/bin
+
 
-# Expose the port and run the server
+# # Optional: Expose the port and run the server
 EXPOSE 3000
-CMD ["poetry", "run", "uvicorn", "main:app", "--host", "0.0.0.0", "--port", "3000", "--ws-ping-interval", "25", "--ws-ping-timeout", "5"]
+ENTRYPOINT ["python3", "-m", "uvicorn", "main:app", "--host", "0.0.0.0", "--port", "3000", "--ws-ping-interval", "25", "--ws-ping-timeout", "5"]
\ No newline at end of file
diff --git a/apps/pydiscordsh/poetry.lock b/apps/pydiscordsh/poetry.lock
index 2796b0c88..901c88e47 100644
--- a/apps/pydiscordsh/poetry.lock
+++ b/apps/pydiscordsh/poetry.lock
@@ -1614,5 +1614,5 @@ propcache = ">=0.2.0"
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.9,<3.13"
-content-hash = "1aa5006dfbd14f4c2df32b9669fd55bd9f6ea955a1bd2cf869ba3acb65ab561c"
+python-versions = ">=3.9,<3.14"
+content-hash = "b4313e9fb0224d47be4114e5684c4fea9d6e9cc26a87a2908a8f96549cfb8afa"
diff --git a/apps/pydiscordsh/pyproject.toml b/apps/pydiscordsh/pyproject.toml
index 08c72fa8d..dafd7ad59 100644
--- a/apps/pydiscordsh/pyproject.toml
+++ b/apps/pydiscordsh/pyproject.toml
@@ -21,7 +21,7 @@ readme = 'README.md'
   include = "pydiscordsh"
 
   [tool.poetry.dependencies]
-  python = ">=3.9,<3.13"
+  python = ">=3.9,<3.14"
   fastapi = "^0.115.6"
   supabase = "^2.11.0"
   uvicorn = "^0.34.0"