diff --git a/.github/codecov.yml b/.github/codecov.yml
new file mode 100644
index 0000000000..4b4f2fe041
--- /dev/null
+++ b/.github/codecov.yml
@@ -0,0 +1,65 @@
+codecov:                                    # see https://docs.codecov.com/docs/codecovyml-reference
+  branch: main
+
+coverage:
+  status:                                   # see https://docs.codecov.com/docs/commit-status
+    project:
+      default:
+        target: auto                        # minimum coverage ratio that the commit must meet to be considered a success
+        threshold: 5                        # Allow the coverage to drop by <number>%, and posting a success status
+        branches:
+          - main
+          - '[0-9].*'
+
+comment:                                    # see https://docs.codecov.com/docs/pull-request-comments
+  layout: "condensed_header, condensed_files, condensed_footer"
+  behavior: new
+  require_changes: true                     # Only post comment if there are changes in coverage (positive or negative)
+
+component_management:                       # see https://docs.codecov.com/docs/components
+  individual_components:
+    - component_id: module_json
+      name: Lettuce JSON
+      paths:
+        - src/main/java/**/json/**
+    - component_id: module_api
+      name: Lettuce API
+      paths:
+        - src/main/java/**/api/**
+    - component_id: module_sentinel
+      name: Lettuce Sentinel
+      paths:
+        - src/main/java/**/sentinel/**
+    - component_id: module_cluster
+      name: Lettuce Cluster
+      paths:
+        - src/main/java/**/cluster/**
+    - component_id: module_pubsub
+      name: Lettuce PubSub
+      paths:
+        - src/main/java/**/pubsub/**
+    - component_id: module_masterreplica
+      name: Lettuce Master/Replica
+      paths:
+        - src/main/java/**/masterreplica/**
+        - src/main/java/**/masterslave/**
+    - component_id: module_metrics
+      name: Lettuce Metrics & Tracing
+      paths:
+        - src/main/java/**/metrics/**
+        - src/main/java/**/tracing/**
+    - component_id: module_core
+      name: Lettuce Core
+      paths:
+        - src/main/java/**/core/*
+        - src/main/java/**/codec/**
+        - src/main/java/**/dynamic/**
+        - src/main/java/**/event/**
+        - src/main/java/**/internal/**
+        - src/main/java/**/protocol/**
+        - src/main/java/**/resource/**
+        - src/main/java/**/support/**
+    - component_id: module_kotlin
+      name: Lettuce Kotlin
+      paths:
+        - src/main/kotlin/**
\ No newline at end of file
diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index 3e796f739a..9213271307 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -54,6 +54,10 @@ jobs:
           JVM_OPTS: -Xmx3200m
           TERM: dumb
       - name: Upload coverage reports to Codecov
-        uses: codecov/codecov-action@v4.0.1
+        uses: codecov/test-results-action@v1
         with:
+          fail_ci_if_error: false
+          files: ./target/surefire-reports/TEST*,./target/failsafe-reports/TEST*
+          codecov_yml_path: ./.github/codecov.yml
+          verbose: ${{ runner.debug }}
           token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
index 8461e501fe..a0c6d54045 100644
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -23,7 +23,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # Drafts your next Release notes as Pull Requests are merged into "master"
-      - uses: release-drafter/release-drafter@v5
+      - uses: release-drafter/release-drafter@v6
         with:
           # (Optional) specify config name to use, relative to .github/. Default: release-drafter.yml
           config-name: release-drafter-config.yml
diff --git a/.github/workflows/spellcheck.yml b/.github/workflows/spellcheck.yml
index f3239f240b..bf102d541c 100644
--- a/.github/workflows/spellcheck.yml
+++ b/.github/workflows/spellcheck.yml
@@ -6,7 +6,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Check Spelling
         uses: rojopolis/spellcheck-github-actions@0.36.0
         with: