diff --git a/Dockerfile-all-in-one b/Dockerfile-all-in-one
new file mode 100644
index 00000000..185253f3
--- /dev/null
+++ b/Dockerfile-all-in-one
@@ -0,0 +1,59 @@
+FROM alpine:latest
+LABEL maintainer "dev@bigchaindb.com"
+
+ARG TM_VERSION=0.22.8
+RUN mkdir -p /usr/src/app
+ENV HOME /root
+COPY . /usr/src/app/
+WORKDIR /usr/src/app
+
+RUN apk --update add sudo bash \
+    && apk --update add python3 openssl ca-certificates git \
+    && apk --update add --virtual build-dependencies python3-dev \
+        libffi-dev openssl-dev build-base jq \
+    && apk add --no-cache libstdc++ dpkg gnupg \
+    && pip3 install --upgrade pip cffi \
+    && pip install --no-cache-dir --process-dependency-links -e .[dev] \
+    && apk del build-dependencies \
+    && rm -f /var/cache/apk/*
+
+# Install mongodb and monit
+RUN apk --update add mongodb monit
+
+# Install Tendermint
+RUN wget https://github.com/tendermint/tendermint/releases/download/v${TM_VERSION}-autodraft/tendermint_${TM_VERSION}_linux_amd64.zip \
+    && unzip tendermint_${TM_VERSION}_linux_amd64.zip \
+    && mv tendermint /usr/local/bin/ \
+    && rm tendermint_${TM_VERSION}_linux_amd64.zip
+
+ENV TMHOME=/tendermint
+
+RUN addgroup tmuser \
+    && adduser -S -G tmuser tmuser -h "$TMHOME"
+
+# Set permissions required for mongodb
+RUN mkdir -p /data/db /data/configdb \
+        && chown -R mongodb:mongodb /data/db /data/configdb
+
+# When developing with Python in a docker container, we are using PYTHONBUFFERED
+# to force stdin, stdout and stderr to be totally unbuffered and to capture logs/outputs
+ENV PYTHONUNBUFFERED 0
+
+# BigchainDB enviroment variables
+ENV BIGCHAINDB_DATABASE_PORT 27017
+ENV BIGCHAINDB_DATABASE_BACKEND localmongodb
+ENV BIGCHAINDB_SERVER_BIND 0.0.0.0:9984
+ENV BIGCHAINDB_WSSERVER_HOST 0.0.0.0
+ENV BIGCHAINDB_WSSERVER_SCHEME ws
+
+ENV BIGCHAINDB_WSSERVER_ADVERTISED_HOST 0.0.0.0
+ENV BIGCHAINDB_WSSERVER_ADVERTISED_SCHEME ws
+ENV BIGCHAINDB_TENDERMINT_PORT 26657
+
+VOLUME /data/db /data/configdb /tendermint
+
+EXPOSE 27017 28017 9984 9985 26656 26657 26658
+
+COPY pkg/scripts/all-in-one.bash /usr/src/app/
+WORKDIR $HOME
+ENTRYPOINT ["/usr/src/app/all-in-one.bash"]
diff --git a/pkg/scripts/all-in-one.bash b/pkg/scripts/all-in-one.bash
new file mode 100755
index 00000000..6cdeb3c9
--- /dev/null
+++ b/pkg/scripts/all-in-one.bash
@@ -0,0 +1,12 @@
+#!/bin/bash
+
+# MongoDB configuration
+[ "$(stat -c %U /data/db)" = mongodb ] || chown -R mongodb /data/db
+nohup mongod > /tmp/mongodb_log_$(date +%Y%m%d_%H%M%S) 2>&1 &
+
+# Tendermint configuration
+tendermint init
+
+# BigchainDB configuration
+bigchaindb-monit-config
+monit -d 5 -I -B
diff --git a/pkg/scripts/bigchaindb-monit-config b/pkg/scripts/bigchaindb-monit-config
index 0a3419aa..14caaf95 100644
--- a/pkg/scripts/bigchaindb-monit-config
+++ b/pkg/scripts/bigchaindb-monit-config
@@ -93,7 +93,7 @@ case \$1 in
   start_bigchaindb)
 
     pushd \$4
-      nohup bigchaindb start >> \$3/bigchaindb.out.log 2>> \$3/bigchaindb.err.log &
+      nohup bigchaindb -l DEBUG start >> \$3/bigchaindb.out.log 2>> \$3/bigchaindb.err.log &
 
       echo \$! > \$2
     popd