diff --git a/.drone.yml b/.drone.yml
new file mode 100644
index 00000000..a94ba445
--- /dev/null
+++ b/.drone.yml
@@ -0,0 +1,15 @@
+kind: pipeline
+type: docker
+name: default
+
+steps:
+- name: run-tests
+  image: python:3.11-alpine
+  commands:
+    - apk add --update --no-cache redis
+    - apk add --update --no-cache --virtual build-base g++ rust
+    - pip install -U pip
+    - pip install .
+    - pip install -r requirements-tests.txt
+    - apk del build-base g++ rust
+    - pytest tests
diff --git a/.gitlab/rebuild_docs.sh b/.gitlab/rebuild_docs.sh
deleted file mode 100755
index 4e843a8b..00000000
--- a/.gitlab/rebuild_docs.sh
+++ /dev/null
@@ -1,33 +0,0 @@
-#!/bin/bash
-
-LOGFILE="./docs.log"
-STATUS_IMG_PATH="./docs-status.svg"
-
-build_docs() {
-    cd ./docs || exit 1
-    make html 2>&1 | tee "../$LOGFILE"
-    ret=$?
-    cd .. || exit 1
-    return $?
-}
-
-########
-# MAIN #
-########
-
-build_docs
-ret=$?
-
-log_base_path="$(date +/opt/tests/platypush/logs/docs/%Y-%m-%dT%H:%M:%S.%m)"
-if [[ $ret == 0 ]]; then
-    wget -O "$STATUS_IMG_PATH" https://ci.platypush.tech/docs/passed.svg
-    cp "$LOGFILE" "${log_base_path}_PASSED.log"
-else
-    wget -O "$STATUS_IMG_PATH" https://ci.platypush.tech/docs/failed.svg
-    cp "$LOGFILE" "${log_base_path}_FAILED.log"
-fi
-
-mv "$STATUS_IMG_PATH" /opt/tests/platypush/logs/docs/
-mv "$LOGFILE" /opt/tests/platypush/logs/latest.log
-cp -r docs/build/html /opt/repos/platypush/docs/build/
-exit $ret
diff --git a/.gitlab/run_ci_tests.sh b/.gitlab/run_ci_tests.sh
deleted file mode 100755
index c4aee443..00000000
--- a/.gitlab/run_ci_tests.sh
+++ /dev/null
@@ -1,60 +0,0 @@
-#!/bin/bash
-
-BASE_DIR="$(mktemp -d '/tmp/platypush-ci-tests-XXXXX')"
-VENV_DIR="$BASE_DIR/venv"
-TEST_LOG="./test.log"
-STATUS_IMG_PATH="./status.svg"
-
-cleanup() {
-    echo "Cleaning up environment"
-    rm -rf "$BASE_DIR"
-}
-
-prepare_venv() {
-    echo "Preparing virtual environment"
-    python -m venv "$VENV_DIR"
-    cd "$VENV_DIR" || exit 1
-    source ./bin/activate
-    cd - || exit 1
-}
-
-install_repo() {
-    echo "Installing latest version of the repository"
-    pip install '.[http]'
-}
-
-run_tests() {
-    echo "Running tests"
-    pytest 2>&1 | tee "$TEST_LOG"
-    deactivate
-
-    if grep -e '^FAILED ' "$TEST_LOG"; then
-      return 2
-    fi
-
-    return 0  # PASSED
-}
-
-########
-# MAIN #
-########
-
-cleanup
-prepare_venv
-install_repo
-run_tests
-ret=$?
-cleanup
-
-log_base_path="$(date +/opt/tests/platypush/logs/%Y-%m-%dT%H:%M:%S.%m)"
-if [[ $ret == 0 ]]; then
-    wget -O "$STATUS_IMG_PATH" https://ci.platypush.tech/passed.svg
-    cp "$TEST_LOG" "${log_base_path}_PASSED.log"
-else
-    wget -O "$STATUS_IMG_PATH" https://ci.platypush.tech/failed.svg
-    cp "$TEST_LOG" "${log_base_path}_FAILED.log"
-fi
-
-mv "$STATUS_IMG_PATH" /opt/tests/platypush/logs/status.svg
-mv "$TEST_LOG" /opt/tests/platypush/logs/latest.log
-exit $ret
diff --git a/requirements-tests.txt b/requirements-tests.txt
new file mode 100644
index 00000000..e079f8a6
--- /dev/null
+++ b/requirements-tests.txt
@@ -0,0 +1 @@
+pytest