diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b23e8e2a55d4af8c1adbdc6fad355646262554d7..2a5569370138410b43035c346b79a1d374348af8 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -78,7 +78,7 @@ build docker image:
     - echo $GITLAB_REGISTRY_PASSWORD | docker login --username thaliawww --password-stdin registry.gitlab.com
   script:
     - docker-compose config -q
-    - docker-compose build --build-arg install_dev_requirements=0 web
+    - docker-compose build --build-arg install_dev_requirements=0 --build-arg source_commit=$(git rev-parse HEAD) web
     - docker-compose run --rm web test
     - docker tag $DOCKER_LATEST $DOCKER_TAG
     - docker push $DOCKER_TAG
diff --git a/Dockerfile b/Dockerfile
index c9ebe149ebbad161db7d119249f35bcb92a46f71..f8ff92b93f94d9565ed54b1c19ec64aa8b98ae1c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,6 +4,7 @@ LABEL description="Contains the Thaliawebsite Django application"
 
 # Arguments
 ARG install_dev_requirements=1
+ARG source_commit="unknown"
 
 # Try to keep static operation on top to maximise Docker cache utilisation
 
@@ -11,6 +12,7 @@ ARG install_dev_requirements=1
 ENV DJANGO_PRODUCTION 1
 ENV PYTHONUNBUFFERED 1
 ENV DEBIAN_FRONTEND=noninteractive
+ENV SOURCE_COMMIT=${source_commit}
 
 # Set up entrypoint and command
 ENTRYPOINT ["/usr/local/bin/entrypoint.sh"]
diff --git a/requirements.txt b/requirements.txt
index 83da67b1d26084d44a38547b02240693bc736d43..bfea39a465f95e7c504d34c6e8e4bd7c4a0f05df 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -16,3 +16,4 @@ pyfcm>=1.4.2,<1.5
 celery>=4.0<4.2
 redis>=2.10<2.11
 django-celery-results>=1.0.1<1.1
+raven>=6.4.0,<6.5.0
diff --git a/website/thaliawebsite/settings/production.py b/website/thaliawebsite/settings/production.py
index 46f499f5cc20c6338fa1c911f3950e6b20e613a3..762c3b52ef8fea2cc0c1200555f11e6890e2bf5b 100644
--- a/website/thaliawebsite/settings/production.py
+++ b/website/thaliawebsite/settings/production.py
@@ -10,14 +10,11 @@ See https://docs.djangoproject.com/en/dev/howto/deployment/checklist/
 """
 
 import os
-from copy import deepcopy
-
-from django.utils.log import DEFAULT_LOGGING
 
 from . import settings
 
 INSTALLED_APPS = settings.INSTALLED_APPS
-INSTALLED_APPS.append('django_slack')
+INSTALLED_APPS.append('raven.contrib.django.raven_compat')
 
 # Build paths inside the project like this: os.path.join(BASE_DIR, ...)
 BASE_DIR = os.path.abspath(os.path.join(
@@ -135,17 +132,57 @@ X_FRAME_OPTIONS = 'DENY'
 SECURE_CONTENT_TYPE_NOSNIFF = True
 SECURE_BROWSER_XSS_FILTER = True
 
-# Slack configuration
-SLACK_TOKEN = os.environ.get('DJANGO_SLACK_TOKEN')
-SLACK_CHANNEL = '#django-errors'
-SLACK_USERNAME = 'Concrexit'
-SLACK_ICON_EMOJI = ':pingu:'
-SLACK_FAIL_SILENTLY = True
-
-LOGGING = deepcopy(DEFAULT_LOGGING)
-LOGGING['handlers']['slack-error'] = {
-    'level': 'ERROR',
-    'class': 'django_slack.log.SlackExceptionHandler',
+LOGGING = {
+    'version': 1,
+    'disable_existing_loggers': True,
+    'filters': {
+        'require_debug_false': {
+            '()': 'django.utils.log.RequireDebugFalse',
+        },
+    },
+    'root': {
+        'level': 'WARNING',
+        'handlers': ['sentry'],
+    },
+    'formatters': {
+        'verbose': {
+            'format': '%(levelname)s %(asctime)s %(module)s '
+                      '%(process)d %(thread)d %(message)s'
+        },
+    },
+    'handlers': {
+        'console': {
+            'level': 'DEBUG',
+            'class': 'logging.StreamHandler',
+            'formatter': 'verbose'
+        },
+        'sentry': {
+            'level': 'ERROR',
+            'filters': ['require_debug_false'],
+            'class': 'raven.contrib.django.raven_compat.'
+                     'handlers.SentryHandler',
+        },
+    },
+    'loggers': {
+        'django': {
+            'handlers': ['console'],
+            'level': 'INFO',
+        },
+        'raven': {
+            'level': 'DEBUG',
+            'handlers': ['console'],
+            'propagate': False,
+        },
+        'sentry.errors': {
+            'level': 'DEBUG',
+            'handlers': ['console'],
+            'propagate': False,
+        },
+    },
+}
+
+
+RAVEN_CONFIG = {
+    'dsn': os.environ.get('SENTRY_DSN'),
+    'release': os.environ.get('SOURCE_COMMIT'),
 }
-LOGGING['loggers']['django']['handlers'].append('slack-error')
-LOGGING['loggers']['django']['handlers'].remove('mail_admins')