diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..2378da1f
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,35 @@
+FROM ubuntu:20.04
+
+# https://github.com/princeton-nlp/SWE-bench/issues/15#issuecomment-1815392192
+RUN apt-get update && \
+    apt-get install -y bash gcc git jq wget && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN git config --global user.email "swebench@pnlp.org"
+RUN git config --global user.name "swebench"
+
+RUN apt update && apt install -y build-essential
+
+# Create new user
+RUN useradd -ms /bin/bash swe-bench
+USER swe-bench
+WORKDIR /home/swe-bench
+
+# Setup Conda
+ENV PATH="/home/swe-bench/miniconda3/bin:${PATH}"
+ARG PATH="/home/swe-bench/miniconda3/bin:${PATH}"
+RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh \
+    && mkdir ~/.conda \
+    && bash miniconda.sh -b \
+    && rm -f miniconda.sh
+RUN conda --version
+
+# Setup SWE-Bench Env
+COPY environment.yml .
+RUN conda env create -f environment.yml
+
+# Some missing packages
+RUN pip install datasets python-dotenv gitpython
+
+CMD ["/bin/bash"]
diff --git a/harness/run_docker_interactive.sh b/harness/run_docker_interactive.sh
new file mode 100755
index 00000000..64020c84
--- /dev/null
+++ b/harness/run_docker_interactive.sh
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+#!/bin/bash
+
+DOCKER_IMAGE=xingyaoww/swe-bench
+WORK_DIR=`pwd`
+
+docker run \
+    -it \
+    --rm \
+    --user $(id -u):$(id -g) \
+    --ipc=host --ulimit memlock=-1 --ulimit stack=67108864 \
+    -v $WORK_DIR:/swe-bench \
+    $DOCKER_IMAGE \
+    bash -c "cd /swe-bench && bash"