diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4c20cd3..b938d98 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,21 +1,35 @@
 image: python:3.5
 
+services:
+    - postgres:latest
+
+variables:
+    POSTGRES_DB: ci
+    POSTGRES_USER: postgres
+    POSTGRES_PASSWORD: postgres
+
+before_script:
+    - python -V
+    - pip install -r requirements.txt
+    - cp sikweb/ci-settings.py sikweb/settings.py
+    - python manage.py migrate --noinput
+    - python manage.py createdefaultadmin
+
 stages:
-    - build
-    - lint
     - test
-
-build:
-    stage: build
-    script:
-        - sh ./scripts/autoinstall.sh
-
-lint:
-    stage: lint
-    script:
-        - pep8 --count && eslint .
+    - lint
 
 test:
     stage: test
+    variables:
+        DATABASE_URL: "postgresql://postgres:postgres@postgres:5432/$POSTGRES_DB"
     script:
-        - docker-compose run web python manage.py test
+        - python manage.py test
+
+lint:
+    stage: lint
+    variables:
+        DATABASE_URL: "postgresql://postgres:postgres@postgres:5432/$POSTGRES_DB"
+    script:
+        - pep8 --count && eslint .
+
diff --git a/sikweb/ci-settings.py b/sikweb/ci-settings.py
new file mode 100644
index 0000000..e824f98
--- /dev/null
+++ b/sikweb/ci-settings.py
@@ -0,0 +1,206 @@
+"""
+Django settings for sikweb project.
+
+Generated by 'django-admin startproject' using Django 1.9.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/1.9/topics/settings/
+
+For the full list of settings and their values, see
+https://docs.djangoproject.com/en/1.9/ref/settings/
+"""
+
+import os
+import logging
+from os.path import expanduser
+from django.utils.translation import ugettext_lazy as _
+
+# Build paths inside the project like this: os.path.join(BASE_DIR, ...)
+BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/1.9/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = '7p$85^4ibb^p4-=vs44b7!y0e-zemugze18@a#30&71=a8)dp('
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = []
+
+
+# Application definition
+
+INSTALLED_APPS = [
+    'django.contrib.admin',
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+    'corsheaders',
+    'webapp',
+    'members',
+    'infoscreen',
+    'rest_framework',
+    'django_nose',
+    'bootstrap3',
+    'django_tables2',
+]
+
+TEST_RUNNER = 'django_nose.NoseTestSuiteRunner'
+
+NOSE_ARGS = [
+    '--with-coverage',
+    '--cover-package=webapp,members,infoscreen',
+]
+
+MIDDLEWARE_CLASSES = [
+    'django.middleware.security.SecurityMiddleware',
+    'django.contrib.sessions.middleware.SessionMiddleware',
+    'django.middleware.locale.LocaleMiddleware',
+    'corsheaders.middleware.CorsMiddleware',
+    'django.middleware.common.CommonMiddleware',
+    'django.middleware.csrf.CsrfViewMiddleware',
+    'django.contrib.auth.middleware.AuthenticationMiddleware',
+    'django.contrib.auth.middleware.SessionAuthenticationMiddleware',
+    'django.contrib.messages.middleware.MessageMiddleware',
+    'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+CORS_ORIGIN_ALLOW_ALL = True
+
+ROOT_URLCONF = 'sikweb.urls'
+
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': ['templates'],
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': [
+                'django.template.context_processors.debug',
+                'django.template.context_processors.request',
+                'django.template.context_processors.i18n',
+                'django.contrib.auth.context_processors.auth',
+                'django.contrib.messages.context_processors.messages',
+                'django.core.context_processors.static',
+            ],
+        },
+    },
+]
+
+WSGI_APPLICATION = 'sikweb.wsgi.application'
+
+
+# Database
+# https://docs.djangoproject.com/en/1.9/ref/settings/#databases
+
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.postgresql_psycopg2',
+        'NAME': 'ci',
+        'USER': 'postgres',
+        'PASSWORD': 'postgres',
+        'HOST': 'postgres',
+        'PORT': '5432',
+    },
+}
+
+# Password validation
+# https://docs.djangoproject.com/en/1.9/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+    {
+        'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+    },
+]
+
+REST_FRAMEWORK = {
+    'DEFAULT_PERMISSION_CLASSES': (
+        'rest_framework.permissions.IsAuthenticated',
+        'rest_framework.permissions.DjangoModelPermissions',
+    ),
+    'DEFAULT_THROTTLE_CLASSES': (
+        'members.throttles.BurstRateThrottle',
+        'members.throttles.SustainedRateThrottle'
+    ),
+    'DEFAULT_THROTTLE_RATES': {
+        'burst': '60/min',
+        'sustained': '1000/day'
+    },
+}
+
+# Email settings (tested working with gmail)
+EMAIL_BACKEND = 'django.core.mail.backends.smtp.EmailBackend'
+EMAIL_USE_TLS = True
+EMAIL_HOST='smtp.gmail.com'
+EMAIL_PORT=587
+EMAIL_HOST_USER = '<gmailtunnarisi>@gmail.com'
+EMAIL_HOST_PASSWORD = '<gmail_passu>'
+DEFAULT_EMAIL_FROM = 'SIK Viestintä <sikviestinta@gmail.com>'
+
+
+#ReCaptcha
+# http://www.yaconiello.com/blog/integrating-google-recaptcha-to-django/
+
+GOOGLE_RECAPTCHA_SITE_KEY = "YOUR-PUBLIC-KEY"
+GOOGLE_RECAPTCHA_SECRET_KEY = "YOUR-PRIVATE-KEY"
+
+#Logger level
+
+LOGGERLEVEL = logging.INFO
+LOGPATH = "logs/debug.log"
+
+# Internationalization
+# https://docs.djangoproject.com/en/1.9/topics/i18n/
+
+LANGUAGES = (
+    ('en', _('English')),
+    ('fi', _('Finnish')),
+)
+
+LANGUAGE_CODE = 'fi'
+
+LOCALE_PATHS = (
+    os.path.join(BASE_DIR, 'locale'),
+)
+
+print("LOCALE_PATHS: {}".format(LOCALE_PATHS))
+
+TIME_ZONE = 'Europe/Helsinki'
+
+USE_I18N = True
+
+USE_L10N = True
+
+USE_TZ = True
+
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/1.9/howto/static-files/
+STATICFILES_FINDERS = (
+    'django.contrib.staticfiles.finders.AppDirectoriesFinder',
+    'django.contrib.staticfiles.finders.FileSystemFinder',
+)
+STATIC_URL = '/static/'
+STATIC_ROOT = os.path.join(BASE_DIR, 'static')
+STATICFILES_DIRS = (
+    os.path.join(BASE_DIR, 'global_static'),
+)
+MEDIA_ROOT = os.path.join(BASE_DIR, 'media')
+MEDIA_URL = '/media/'
+
+HSL_USERHASH = 'YOUR HSL USERHASH HERE'
+HSL_DEPARTURE_THRESHOLD = 8
+HSL_HURRY_THRESHOLD = 13