diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
index d8f82230..8e13abca 100644
--- a/.devcontainer/Dockerfile
+++ b/.devcontainer/Dockerfile
@@ -1,9 +1,8 @@
 FROM python:3.10
 
-RUN pip install boto3==1.34.8
-RUN pip install psutil==5.9.7
-RUN pip install torch==2.1.2
-RUN pip install mlflow==2.9.2
-RUN pip install pydantic==2.5.3
-RUN pip install pydantic-settings==2.1.0
-RUN pip install tqdm==4.66.1
\ No newline at end of file
+RUN apt update && apt install docker.io -y \
+               && apt install awscli -y
+
+COPY requirements.txt /tmp/requirements.txt
+
+RUN pip install -r /tmp/requirements.txt
\ No newline at end of file
diff --git a/.devcontainer/requirements.txt b/.devcontainer/requirements.txt
new file mode 100644
index 00000000..af0086ab
--- /dev/null
+++ b/.devcontainer/requirements.txt
@@ -0,0 +1,8 @@
+boto3==1.34.8
+psutil==5.9.7
+torch==2.1.2
+mlflow==2.9.2
+pydantic==2.5.3
+pydantic-settings==2.1.0
+tqdm==4.66.1
+spotty
diff --git a/gpt_array_sorter/spotty.yaml b/gpt_array_sorter/spotty.yaml
new file mode 100644
index 00000000..3443b25d
--- /dev/null
+++ b/gpt_array_sorter/spotty.yaml
@@ -0,0 +1,30 @@
+project:
+  name: gpt-array-sorter-13
+  syncFilters:
+    - exclude:
+      - .git/*
+      - .idea/*
+      - '*/__pycache__/*'
+
+containers:
+  - projectDir: /workspace/project
+    image: pytorch/pytorch:2.1.0-cuda11.8-cudnn8-runtime
+    env:
+      PYTHONPATH: /workspace/project
+
+instances:
+  - name: aws-1
+    provider: aws
+    parameters:
+      amiId: ami-09477e8d34e7ae7a2
+      region: eu-west-2
+      instanceType: p3.2xlarge
+      volumes:
+        - name: workspace
+          parameters:
+            size: 50
+
+scripts:
+  jupyter: |
+    jupyter notebook --allow-root --ip 0.0.0.0 --notebook-dir=/workspace/project
+ 
\ No newline at end of file