diff --git a/Dockerfile b/Dockerfile
index eb361552a76..99a69344024 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,8 +4,6 @@ FROM ubuntu:focal as app
 RUN apt update && \
   apt-get install -qy \ 
   curl \
-  vim \
-  git-core \
   language-pack-en \
   build-essential \
   python3.8-dev \
@@ -23,72 +21,28 @@ ENV LANGUAGE en_US:en
 ENV LC_ALL en_US.UTF-8
 
 ARG COMMON_APP_DIR="/edx/app"
+ARG COMMON_CFG_DIR "/edx/etc"
 ARG DISCOVERY_SERVICE_NAME="discovery"
-ENV DISCOVERY_HOME "${COMMON_APP_DIR}/${DISCOVERY_SERVICE_NAME}"
+ARG DISCOVERY_HOME "${COMMON_APP_DIR}/${DISCOVERY_SERVICE_NAME}"
 ARG DISCOVERY_APP_DIR="${COMMON_APP_DIR}/${DISCOVERY_SERVICE_NAME}"
-ARG SUPERVISOR_APP_DIR="${COMMON_APP_DIR}/supervisor"
 ARG DISCOVERY_VENV_DIR="${COMMON_APP_DIR}/${DISCOVERY_SERVICE_NAME}/venvs/${DISCOVERY_SERVICE_NAME}"
-ARG SUPERVISOR_VENVS_DIR="${SUPERVISOR_APP_DIR}/venvs"
-ARG SUPERVISOR_VENV_DIR="${SUPERVISOR_VENVS_DIR}/supervisor"
 ARG DISCOVERY_CODE_DIR="${DISCOVERY_APP_DIR}/${DISCOVERY_SERVICE_NAME}"
-ARG DISCOVERY_NODEENV_DIR="${COMMON_APP_DIR}/${DISCOVERY_SERVICE_NAME}/nodeenvs/${DISCOVERY_SERVICE_NAME}"
-ARG SUPERVISOR_AVAILABLE_DIR="${COMMON_APP_DIR}/supervisor/conf.available.d"
-ARG SUPERVISOR_VENV_BIN="${SUPERVISOR_VENV_DIR}/bin"
-ARG SUPEVISOR_CTL="${SUPERVISOR_VENV_BIN}/supervisorctl"
-ARG SUPERVISOR_VERSION="4.2.1"
-ARG SUPERVISOR_CFG_DIR="${SUPERVISOR_APP_DIR}/conf.d"
-ARG DISCOVERY_NODE_VERSION="16.14.0"
-ARG DISCOVERY_NPM_VERSION="8.5.x"
-
-# These variables were defined in Ansible configuration but I couldn't find them being used anywhere.
-# I have commented these out for now but I would like to take opinion from someone having more knowledge about them
-# and whether it is safe to comment them out. I did basic smoke testing and everything seems to be working fine.
-
-# ENV DISCOVERY_ECOMMERCE_API_URL 'https://localhost:8002/api/v2/'
-# ENV DISCOVERY_COURSES_API_URL '${DISCOVERY_LMS_ROOT_URL}/api/courses/v1/'
-# ENV DISCOVERY_ORGANIZATIONS_API_URL '${DISCOVERY_LMS_ROOT_URL}/api/organizations/v0/'
-# ENV DISCOVERY_MARKETING_API_URL 'https://example.org/api/catalog/v2/'
-# ENV DISCOVERY_MARKETING_URL_ROOT 'https://example.org/'
-
-
-ENV HOME /root
-ENV PATH "/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
-ENV PATH "${DISCOVERY_VENV_DIR}/bin:${DISCOVERY_NODEENV_DIR}/bin:$PATH"
-ENV COMMON_CFG_DIR "/edx/etc"
-ENV DISCOVERY_CFG_DIR "${COMMON_CFG_DIR}/discovery"
-ENV DISCOVERY_CFG "/edx/etc/discovery.yml"
-
-ENV DISCOVERY_NODEENV_DIR "${DISCOVERY_HOME}/nodeenvs/${DISCOVERY_SERVICE_NAME}"
-ENV DISCOVERY_NODEENV_BIN "${DISCOVERY_NODEENV_DIR}/bin"
-ENV DISCOVERY_NODE_MODULES_DIR "${DISCOVERY_CODE_DIR}}/node_modules"
-ENV DISCOVERY_NODE_BIN "${DISCOVERY_NODE_MODULES_DIR}/.bin"
+ARG DISCOVERY_NODEENV_DIR="${DISCOVERY_HOME}/nodeenvs/${DISCOVERY_SERVICE_NAME}"
 
-RUN addgroup discovery
-RUN adduser --disabled-login --disabled-password discovery --ingroup discovery
 
-# Make necessary directories and environment variables.
-RUN mkdir -p /edx/var/discovery/staticfiles
-RUN mkdir -p /edx/var/discovery/media
-# Log dir
-RUN mkdir /edx/var/log/
+ENV PATH "${DISCOVERY_VENV_DIR}/bin:${DISCOVERY_NODEENV_DIR}/bin:$PATH"
+ENV DISCOVERY_CFG "/edx/etc/discovery.yml"
+ENV DISCOVERY_CODE_DIR "${DISCOVERY_CODE_DIR}"
+ENV DISCOVERY_HOME "${DISCOVERY_HOME}"
 
 RUN virtualenv -p python3.8 --always-copy ${DISCOVERY_VENV_DIR}
-RUN virtualenv -p python3.8 --always-copy ${SUPERVISOR_VENV_DIR}
 
 # No need to activate discovery venv as it is already in path
 RUN pip install nodeenv
 
-#install supervisor and deps in its virtualenv
-RUN . ${SUPERVISOR_VENV_BIN}/activate && \
-  pip install supervisor==${SUPERVISOR_VERSION} backoff==1.4.3 boto==2.48.0 && \
-  deactivate
+RUN nodeenv ${DISCOVERY_NODEENV_DIR} --node=16.14.0 --prebuilt
+RUN npm install -g npm@8.5.x
 
-RUN nodeenv ${DISCOVERY_NODEENV_DIR} --node=${DISCOVERY_NODE_VERSION} --prebuilt
-RUN npm install -g npm@${DISCOVERY_NPM_VERSION}
-
-COPY requirements/production.txt ${DISCOVERY_CODE_DIR}/requirements/production.txt
-
-RUN pip install -r ${DISCOVERY_CODE_DIR}/requirements/production.txt
 
 # Working directory will be root of repo.
 WORKDIR ${DISCOVERY_CODE_DIR}
@@ -96,24 +50,14 @@ WORKDIR ${DISCOVERY_CODE_DIR}
 # Copy just JS requirements and install them.
 COPY package.json package.json
 COPY package-lock.json package-lock.json
-RUN npm install --production
 COPY bower.json bower.json
+RUN npm install --production
 RUN ./node_modules/.bin/bower install --allow-root --production
 
 # Copy over rest of code.
 # We do this AFTER requirements so that the requirements cache isn't busted
 # every time any bit of code is changed.
 COPY . .
-COPY /configuration_files/discovery_gunicorn.py ${DISCOVERY_HOME}/discovery_gunicorn.py
-COPY /configuration_files/discovery-workers.sh ${DISCOVERY_HOME}/discovery-workers.sh
-COPY /configuration_files/discovery.yml ${DISCOVERY_CFG}
-COPY /scripts/discovery.sh ${DISCOVERY_HOME}/discovery.sh
-# create supervisor job
-COPY /configuration_files/supervisor.service /etc/systemd/system/supervisor.service
-COPY /configuration_files/supervisor.conf ${SUPERVISOR_CFG_DIR}/supervisor.conf
-COPY /configuration_files/supervisorctl ${SUPERVISOR_VENV_BIN}/supervisorctl
-# Manage.py symlink
-COPY /manage.py /edx/bin/manage.discovery
 
 # Expose canonical Discovery port
 EXPOSE 18381
@@ -122,7 +66,9 @@ FROM app as prod
 
 ENV DJANGO_SETTINGS_MODULE "course_discovery.settings.production"
 
-RUN make static
+COPY requirements/production.txt ${DISCOVERY_CODE_DIR}/requirements/production.txt
+
+RUN pip install -r ${DISCOVERY_CODE_DIR}/requirements/production.txt
 
 ENTRYPOINT ["/edx/app/discovery/discovery.sh"]
 
@@ -132,12 +78,5 @@ ENV DJANGO_SETTINGS_MODULE "course_discovery.settings.devstack"
 
 RUN pip install -r ${DISCOVERY_CODE_DIR}/requirements/local.txt
 
-COPY /scripts/devstack.sh ${DISCOVERY_HOME}/devstack.sh
-
-RUN chown discovery:discovery /edx/app/discovery/devstack.sh && chmod a+x /edx/app/discovery/devstack.sh
-
 # Devstack related step for backwards compatibility
-RUN touch /edx/app/${DISCOVERY_SERVICE_NAME}/${DISCOVERY_SERVICE_NAME}_env
-
-ENTRYPOINT ["/edx/app/discovery/devstack.sh"]
-CMD ["start"]
+RUN touch ${DISCOVERY_HOME}/${DISCOVERY_SERVICE_NAME}_env
diff --git a/configuration_files/discovery-workers.sh b/configuration_files/discovery-workers.sh
deleted file mode 100644
index 7f197b728f9..00000000000
--- a/configuration_files/discovery-workers.sh
+++ /dev/null
@@ -1,7 +0,0 @@
-#!/usr/bin/env bash
-
-
-source /edx/app/discovery/discovery_env
-
-# We exec so that celery is the child of supervisor and can be managed properly
-exec /edx/app/discovery/venvs/discovery/bin/celery $@
diff --git a/configuration_files/discovery_gunicorn.py b/configuration_files/discovery_gunicorn.py
deleted file mode 100644
index 82ea4832d56..00000000000
--- a/configuration_files/discovery_gunicorn.py
+++ /dev/null
@@ -1,14 +0,0 @@
-"""
-gunicorn configuration file: http://docs.gunicorn.org/en/develop/configure.html
-"""
-
-timeout = 300
-bind = "127.0.0.1:8381"
-pythonpath = "/edx/app/discovery/discovery"
-workers = 2
-worker_class = "gevent"
-
-limit_request_field_size = 16384
-
-def pre_request(worker, req):
-    worker.log.info("%s %s" % (req.method, req.path))
diff --git a/configuration_files/supervisor.conf b/configuration_files/supervisor.conf
deleted file mode 100644
index 59a864b22ee..00000000000
--- a/configuration_files/supervisor.conf
+++ /dev/null
@@ -1,13 +0,0 @@
-[program:nginx]
-command=nginx -g 'daemon off;'
-killasgroup=true
-stopasgroup=true
-
-[program:discovery]
-command=/edx/app/discovery/discovery.sh
-user=www-data
-directory=/edx/app/discovery/discovery
-stdout_logfile=/edx/var/log/supervisor/%(program_name)s-stdout.log
-stderr_logfile=/edx/var/log/supervisor/%(program_name)s-stderr.log
-killasgroup=true
-stopasgroup=true
diff --git a/configuration_files/supervisor.service b/configuration_files/supervisor.service
deleted file mode 100644
index c73ddb5212b..00000000000
--- a/configuration_files/supervisor.service
+++ /dev/null
@@ -1,29 +0,0 @@
-[Unit]
-Description=supervisord - Supervisor process control system
-Documentation=http://supervisord.org
-After=network.target
-
-
-[Service]
-
-# User will be applied only to ExecStart, not other commands (i.e. ExecStartPre)
-# This is needed because pre_supervisor needs to write to supervisor/conf.d, which
-# supervisor_service_user does not have permission to do.
-PermissionsStartOnly=true
-User=www-data
-
-Type=forking
-TimeoutSec=432000
-
-ExecStart=/edx/app/supervisor/venvs/supervisor/bin/supervisord --configuration /edx/app/supervisor/supervisord.conf
-ExecReload=/edx/app/supervisor/venvs/supervisor/bin/supervisorctl reload
-ExecStop=/edx/app/supervisor/venvs/supervisor/bin/supervisorctl shutdown
-
-# Trust supervisor to kill all its children
-# Otherwise systemd will see that ExecStop ^ comes back synchronously and say "Oh, I can kill everyone in this cgroup"
-# https://www.freedesktop.org/software/systemd/man/systemd.service.html#ExecStop=
-# https://www.freedesktop.org/software/systemd/man/systemd.kill.html
-KillMode=none
-
-[Install]
-WantedBy=multi-user.target
diff --git a/configuration_files/supervisorctl b/configuration_files/supervisorctl
deleted file mode 100644
index 47225cdf7a3..00000000000
--- a/configuration_files/supervisorctl
+++ /dev/null
@@ -1,10 +0,0 @@
-#!/edx/app/supervisor/venvs/supervisor/bin/python
-# -*- coding: utf-8 -*-
-import re
-import sys
-
-from supervisor.supervisorctl import main
-
-if __name__ == '__main__':
-    sys.exit(main())
-    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
diff --git a/scripts/devstack.sh b/scripts/devstack.sh
deleted file mode 100644
index 1e57b3745ae..00000000000
--- a/scripts/devstack.sh
+++ /dev/null
@@ -1,30 +0,0 @@
-#!/usr/bin/env bash
-
-
-source /edx/app/discovery/discovery_env
-COMMAND=$1
-
-case $COMMAND in
-    start)
-        /edx/app/supervisor/venvs/supervisor/bin/supervisord -n --configuration /edx/app/supervisor/supervisord.conf
-        ;;
-    open)
-        . /edx/app/discovery/nodeenvs/discovery/bin/activate
-        . /edx/app/discovery/venvs/discovery/bin/activate
-        cd /edx/app/discovery/discovery
-
-        /bin/bash
-        ;;
-    exec)
-        shift
-
-        . /edx/app/discovery/nodeenvs/discovery/bin/activate
-        . /edx/app/discovery/venvs/discovery/bin/activate
-        cd /edx/app/discovery/discovery
-
-        "$@"
-        ;;
-    *)
-        "$@"
-        ;;
-esac
diff --git a/scripts/discovery.sh b/scripts/discovery.sh
deleted file mode 100644
index dd21db36303..00000000000
--- a/scripts/discovery.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/usr/bin/env bash
-
-
-export EDX_REST_API_CLIENT_NAME="default_env-default_deployment-discovery"
-
-exec /edx/app/discovery/venvs/discovery/bin/gunicorn -c /edx/app/discovery/discovery_gunicorn.py --reload course_discovery.wsgi:application