diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 1c36a94..9a7f9d2 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -18,26 +18,26 @@ include:
   - template: Security/SAST-IaC.gitlab-ci.yml
 
 unittest:
-  stage: test
+  stage: 'test'
   image: python
   only:
     - test
   cache:
     paths:
-    - $CI_PROJECT_DIR/venv/
+      - $CI_PROJECT_DIR/venv/
   before_script:
     - cd $CI_PROJECT_DIR
     - python -m venv venv
     - chmod u+x venv/bin/activate
     - source venv/bin/activate
-    - pip install --quiet -r requirements.txt
+    - pip install --quiet -U -r requirements.txt
     - cd tests
   script:
     - pytest -v
 
-coverage:
+qodana:
   stage: 'code_quality'
-  needs: [ 'gemnasium-python-dependency_scanning', 'semgrep-sast', 'kics-iac-sast' ]
+  needs: ['gemnasium-python-dependency_scanning', 'semgrep-sast', 'kics-iac-sast']
   image:
     name: jetbrains/qodana-python-community
     entrypoint:
@@ -49,39 +49,21 @@ coverage:
         - qodana-2023.3-
       paths:
         - ".qodana/cache"
+        - $CI_PROJECT_DIR/venv
   variables:
     QODANA_TOKEN: "$qodana_token2"
+  before_script:
+    - cd $CI_PROJECT_DIR/
+    - python -m venv venv
+    - chmod u+x venv/bin/activate
+    - source venv/bin/activate
   script:
-    - qodana --save-report --results-dir=$CI_PROJECT_DIR/.qodana/results --cache-dir=$CI_PROJECT_DIR/.qodana/cache --coverage-dir=$CI_PROJECT_DIR/coverage
-  artifacts:
-    expose_as: 'Coverage'
-    expire_in: 1 week
-    paths:
-      - ".qodana/coverage/"
-
-qodana:
-  stage: 'code_quality'
-  needs: ['gemnasium-python-dependency_scanning', 'semgrep-sast', 'kics-iac-sast']
-  image:
-    name: jetbrains/qodana-python-community
-    entrypoint:
-    - ''
-  cache:
-  - key: qodana-2023.3-$CI_DEFAULT_BRANCH-$CI_COMMIT_REF_SLUG
-    fallback_keys:
-    - qodana-2023.3-$CI_DEFAULT_BRANCH-
-    - qodana-2023.3-
-    paths:
-    - ".qodana/cache"
-  variables:
-    QODANA_TOKEN: "$qodana_token2"
-  script:
-  - qodana --save-report --results-dir=$CI_PROJECT_DIR/.qodana/results --cache-dir=$CI_PROJECT_DIR/.qodana/cache
+    - qodana --save-report --results-dir=$CI_PROJECT_DIR/.qodana/results --cache-dir=$CI_PROJECT_DIR/.qodana/cache
   artifacts:
     expose_as: 'Qodana report'
     expire_in: 1 week
     paths:
-    - ".qodana/results/"
+      - ".qodana/results/"
 
 
 push:
diff --git a/qodana.yaml b/qodana.yaml
index a4e4363..d6d847e 100644
--- a/qodana.yaml
+++ b/qodana.yaml
@@ -1,6 +1,7 @@
 version: "1.0"
 bootstrap: |
   rm -rf .idea
-  pip install -U -r requirements.txt
+  
+  pip install --quiet -U -r requirements.txt
 profile:
   name: qodana.recommended