diff --git a/src/surveily.developer.ai/base/Dockerfile b/src/surveily.developer.ai/base/Dockerfile
index e78fda5..ae5c34f 100644
--- a/src/surveily.developer.ai/base/Dockerfile
+++ b/src/surveily.developer.ai/base/Dockerfile
@@ -1,132 +1,20 @@
-ARG PY_VERSION=3.11
-FROM mcr.microsoft.com/devcontainers/python:${PY_VERSION}
+FROM ghcr.io/astral-sh/uv:python3.11-trixie-slim
 
 USER root
 
-RUN usermod -u 1001 vscode && \
-    groupmod -g 1001 vscode
-
-RUN apt-get -yq update \
-    && apt-get -yq install --no-install-recommends \
-    gcc \
-    git \
-    vim \
-    zip \
-    bash \
-    sudo \
-    wget \
+RUN apt-get update && apt-get install -y --no-install-recommends \
     curl \
-    nano \
-    bzip2 \
-    rsync \
-    unzip \
-    gnupg \
+    ssh \
+    gcc \
+    build-essential \
+    libc-dev \
     ffmpeg \
-    tzdata \
     libsm6 \
-    gnupg2 \
-    locales \
-    libxext6 \
-    libc-dev \
-    lsb-release \
-    iputils-ping \
     python3-opencv \
-    openssh-client \
+    libxext6 \
+    tzdata \
+    locales \
     ca-certificates \
-    build-essential \
-    apt-transport-https \
-    software-properties-common \
-    # Clean up
-    && apt-get clean \
     && rm -rf /var/lib/apt/lists/* \
     && echo "en_US.UTF-8 UTF-8" > /etc/locale.gen \
-    && locale-gen \
-    && export GNUPGHOME=/tmp/
-
-# Install Kubernetes CLI
-RUN curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl" \
- && chmod +x kubectl \
- && mv kubectl /usr/local/bin/
-
-# Install Helm
-RUN curl https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 | bash
-
-USER vscode
-
-# WARNING!
-# Change ultralytics version with great care, due
-# to different problems:
-# - DDP
-# - DDP logging callbacks
-# - Runtime parameters
-RUN python3 -m pip install -U pip && \
-    python3 -m pip install --user --quiet --no-cache-dir \
-    torch==2.5.1 \
-    torchvision==0.20.1 \
-    ultralytics==8.3.34 \
-    huggingface_hub==0.18.0
-
-RUN python3 -m pip install --user --quiet --no-cache-dir \
-    minio \
-    mlflow \
-    apache-airflow \
-    apache-airflow-providers-cncf-kubernetes
-
-RUN python3 -m pip install --user --quiet --no-cache-dir \
-    flytekit \
-    flytekitplugins-pod \
-    flytekitplugins-omegaconf
-
-RUN python3 -m pip install --user --quiet --no-cache-dir \
-    tqdm \
-    ruff \
-    mypy \
-    black \
-    scipy \
-    numpy \
-    mkinit\
-    pandas \
-    pynvml \
-    p_tqdm \
-    pytest \
-    plotly \
-    seaborn \
-    shapely \
-    openpyxl \
-    ipykernel \
-    papermill \
-    nbconvert \
-    xmltodict \
-    autoflake \
-    lightning==2.4.0 \
-    streamlit \
-    imagehash \
-    pytest-cov \
-    ipywidgets \
-    pre-commit \
-    types-tqdm \
-    hydra-core \
-    tensorboard \
-    pytest-mock \
-    distinctipy \
-    pandas-stubs \
-    scikit-image \
-    types-PyYaml \
-    types-Pillow \
-    scikit-learn \
-    python-dotenv \
-    opencv-python \
-    types-requests \
-    albumentations \
-    types-xmltodict \
-    pydantic==2.6.0 \
-    cvat-sdk==2.21 \
-    matplotlib==3.9.2 \
-    dependency-injector \
-    tensorrt==8.6.1.post1 \
-    tritonclient[all]==2.41.1 \
-    aiofile==3.8.8 \
-    aiofiles==23.2.1 \
-    aiobotocore==2.13.0 \
-    numba==0.61.0 \
-    decord==0.6.0 \
\ No newline at end of file
+    && locale-gen
\ No newline at end of file