diff --git a/.github/workflows/image-tests.yml b/.github/workflows/image-tests.yml
index 1239d5ab..bdb258fe 100644
--- a/.github/workflows/image-tests.yml
+++ b/.github/workflows/image-tests.yml
@@ -50,16 +50,16 @@ jobs:
           source .env
 
           # Launch the database container
-          docker-compose up -d db
+          docker compose up -d db
 
           # Hacky method of waiting for postgres to be up and running
           sleep 10
           
           # Allow Django to create databases for the testing
-          docker-compose exec -T db psql -v ON_ERROR_STOP=1 --username postgres -c 'ALTER USER '"$DB_USERNAME"' CREATEDB;'
+          docker compose exec -T db psql -v ON_ERROR_STOP=1 --username postgres -c 'ALTER USER '"$DB_USERNAME"' CREATEDB;'
           
           # Run the backend tests
-          docker-compose run --rm --entrypoint npm backend run test:pytest
+          docker compose run --rm --entrypoint npm backend run test:pytest
 
           # Run the frontend tests
-          docker-compose run --rm --entrypoint npm backend run test:frontend
+          docker compose run --rm --entrypoint npm backend run test:frontend
diff --git a/deploy.sh b/deploy.sh
index c72704df..ab7e1031 100755
--- a/deploy.sh
+++ b/deploy.sh
@@ -29,4 +29,18 @@ case $DEPLOY_ENV in
     ;;
 esac
 
-docker-compose up -d
+# Find a working docker compose
+declare -a COMPOSE
+if docker compose >/dev/null 2>&1 ; then
+  # We have compose v2
+  COMPOSE[0]="docker"
+  COMPOSE[1]="compose"
+elif which docker-compose > /dev/null 2>&1 ; then
+  # We have compose v1
+  COMPOSE[0]="docker-compose"
+else
+  echo "Could not find 'docker compose' or 'docker-compose'"
+  exit 1
+fi
+
+exec "${COMPOSE[@]}" up -d