diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 5bd32428..b2533b22 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -23,9 +23,22 @@ jobs:
           sudo apt-get install build-essential python3-dev
           pip install -r requirements.txt
       - name: Run unit tests
-        run: python -m unittest discover -s tests
+        run: python -m coverage run -a -m unittest discover -s tests
       - name: Run CI
         run: ./CI/run.sh
+      - name: Collect coverage report
+        run: |
+          python -m coverage html
+      - name: Publish coverage report to job summary
+        run: |
+          pip install html2text
+          html2text --ignore-images --ignore-links -b 0 htmlcov/index.html >> $GITHUB_STEP_SUMMARY
+      - name: Upload coverage data
+        uses: actions/upload-artifact@v3
+        with:
+          name: coverage
+          path: htmlcov
+          if-no-files-found: error
       - name: Build the Docker images
         run: docker build --no-cache -t quay.io/chaos-kubox/krkn containers/
       - name: Login in quay
diff --git a/CI/tests/test_app_outages.sh b/CI/tests/test_app_outages.sh
index d2cb4dd7..ade2cfe5 100755
--- a/CI/tests/test_app_outages.sh
+++ b/CI/tests/test_app_outages.sh
@@ -12,7 +12,7 @@ function functional_test_app_outage {
   export scenario_file="CI/scenarios/app_outage.yaml"
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/app_outage.yaml
-  python3 run_kraken.py -c CI/config/app_outage.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/app_outage.yaml
   echo "App outage scenario test: Success"
 }
 
diff --git a/CI/tests/test_container.sh b/CI/tests/test_container.sh
index 82c7f790..0a92a0b5 100755
--- a/CI/tests/test_container.sh
+++ b/CI/tests/test_container.sh
@@ -14,7 +14,7 @@ function functional_test_container_crash {
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/container_config.yaml
 
-  python3 run_kraken.py -c CI/config/container_config.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/container_config.yaml
   echo "Container scenario test: Success"
 }
 
diff --git a/CI/tests/test_cpu_hog.sh b/CI/tests/test_cpu_hog.sh
index 9116afa8..0ab06c71 100755
--- a/CI/tests/test_cpu_hog.sh
+++ b/CI/tests/test_cpu_hog.sh
@@ -13,8 +13,8 @@ function functional_test_litmus_cpu {
   export post_config="- CI/scenarios/node_cpu_hog_engine_node.yaml"
   envsubst < CI/config/common_test_config.yaml > CI/config/litmus_config.yaml
   envsubst < CI/scenarios/node_cpu_hog_engine.yaml > CI/scenarios/node_cpu_hog_engine_node.yaml
-  python3 run_kraken.py -c CI/config/litmus_config.yaml
-  echo "Litmus scenario $1 test: Success"
+  python3 -m coverage run -a run_kraken.py -c CI/config/litmus_config.yaml
+  echo "Litmus scenario test: Success"
 }
 
 functional_test_litmus_cpu
diff --git a/CI/tests/test_io_hog.sh b/CI/tests/test_io_hog.sh
index 340b87ec..d4ce24e8 100755
--- a/CI/tests/test_io_hog.sh
+++ b/CI/tests/test_io_hog.sh
@@ -13,8 +13,8 @@ function functional_test_litmus_io {
   export post_config="- CI/scenarios/node_io_engine_node.yaml"
   envsubst < CI/config/common_test_config.yaml > CI/config/litmus_config.yaml
   envsubst < CI/scenarios/node_io_engine.yaml > CI/scenarios/node_io_engine_node.yaml
-  python3 run_kraken.py -c CI/config/litmus_config.yaml
-  echo "Litmus scenario $1 test: Success"
+  python3 -m coverage run -a run_kraken.py -c CI/config/litmus_config.yaml
+  echo "Litmus scenario test: Success"
 }
 
 functional_test_litmus_io
diff --git a/CI/tests/test_mem_hog.sh b/CI/tests/test_mem_hog.sh
index ad60648e..98832cf0 100755
--- a/CI/tests/test_mem_hog.sh
+++ b/CI/tests/test_mem_hog.sh
@@ -13,7 +13,7 @@ function functional_test_litmus_mem {
   export post_config="- CI/scenarios/node_mem_engine_node.yaml"
   envsubst < CI/config/common_test_config.yaml > CI/config/litmus_config.yaml
   envsubst < CI/scenarios/node_mem_engine.yaml > CI/scenarios/node_mem_engine_node.yaml
-  python3 run_kraken.py -c CI/config/litmus_config.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/litmus_config.yaml
   echo "Litmus scenario $1 test: Success"
 }
 
diff --git a/CI/tests/test_namespace.sh b/CI/tests/test_namespace.sh
index 73581b0f..c0a711ff 100755
--- a/CI/tests/test_namespace.sh
+++ b/CI/tests/test_namespace.sh
@@ -11,7 +11,7 @@ function funtional_test_namespace_deletion {
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/namespace_config.yaml
 
-  python3 run_kraken.py -c CI/config/namespace_config.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/namespace_config.yaml
   echo $?
   echo "Namespace scenario test: Success"
 }
diff --git a/CI/tests/test_net_chaos.sh b/CI/tests/test_net_chaos.sh
index 1273b664..ede2af35 100755
--- a/CI/tests/test_net_chaos.sh
+++ b/CI/tests/test_net_chaos.sh
@@ -12,7 +12,7 @@ function functional_test_network_chaos {
   export scenario_file="CI/scenarios/network_chaos.yaml"
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/network_chaos.yaml
-  python3 run_kraken.py -c CI/config/network_chaos.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/network_chaos.yaml
   echo "Network Chaos test: Success"
 }
 
diff --git a/CI/tests/test_nodes.sh b/CI/tests/test_nodes.sh
index d4ff3bfc..64f3d9c7 100755
--- a/CI/tests/test_nodes.sh
+++ b/CI/tests/test_nodes.sh
@@ -13,7 +13,7 @@ function funtional_test_node_crash {
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/node_config.yaml
 
-  python3 run_kraken.py -c CI/config/node_config.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/node_config.yaml
   echo "Node scenario test: Success"
 }
 
diff --git a/CI/tests/test_pods.sh b/CI/tests/test_pods.sh
index 880e8b75..45087c66 100755
--- a/CI/tests/test_pods.sh
+++ b/CI/tests/test_pods.sh
@@ -11,7 +11,7 @@ function funtional_test_pod_deletion {
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/pod_config.yaml
 
-  python3 run_kraken.py -c CI/config/pod_config.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/pod_config.yaml
   echo $?
   echo "Pod scenario test: Success"
 }
diff --git a/CI/tests/test_shut_down.sh b/CI/tests/test_shut_down.sh
index d80d6642..b404bf0a 100755
--- a/CI/tests/test_shut_down.sh
+++ b/CI/tests/test_shut_down.sh
@@ -12,7 +12,7 @@ function functional_test_shut_down {
   export scenario_file="- CI/scenarios/cluster_shut_down_scenario.yml"
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/shut_down.yaml
-  python3 run_kraken.py -c CI/config/shut_down.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/shut_down.yaml
   echo "Cluster shut down scenario test: Success"
 }
 
diff --git a/CI/tests/test_time.sh b/CI/tests/test_time.sh
index 65c2dd4e..96f28285 100755
--- a/CI/tests/test_time.sh
+++ b/CI/tests/test_time.sh
@@ -12,7 +12,7 @@ function functional_test_time_scenario {
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/time_config.yaml
 
-  python3 run_kraken.py -c CI/config/time_config.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/time_config.yaml
   echo "Time scenario test: Success"
 }
 
diff --git a/CI/tests/test_zone.sh b/CI/tests/test_zone.sh
index 2a6ed553..e5d0224e 100755
--- a/CI/tests/test_zone.sh
+++ b/CI/tests/test_zone.sh
@@ -13,7 +13,7 @@ function functional_test_zone_crash {
   export post_config=""
   envsubst < CI/config/common_test_config.yaml > CI/config/zone3_config.yaml
   envsubst < CI/scenarios/zone_outage.yaml > CI/scenarios/zone_outage_env.yaml
-  python3 run_kraken.py -c CI/config/zone3_config.yaml
+  python3 -m coverage run -a run_kraken.py -c CI/config/zone3_config.yaml
   echo "zone3 scenario test: Success"
 }
 
diff --git a/requirements.txt b/requirements.txt
index e8165ddb..f092abb7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,4 @@
+coverage
 datetime
 pyfiglet
 PyYAML>=5.1