diff --git a/.circleci/config.yml b/.circleci/config.yml
index 3c2d183a..d785da85 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -13,6 +13,13 @@ only-main-filter: &only-main-filter
       only: main
 
 commands:
+  install-qlty:
+    steps:
+      - run:
+          name: Install Qlty CLI
+          command: |
+            curl -sL https://qlty.sh | bash
+
   setup-bundler:
     steps:
       - run:
@@ -51,6 +58,8 @@ commands:
       - install_dependencies
       - run:
           name: Run unittests
+          environment:
+            COVERAGE: 1
           command: |
             bundle exec rake spec:unit
 
@@ -68,6 +77,11 @@ jobs:
       - checkout
       - setup-bundler
       - unittests
+      - install-qlty
+      - run:
+          name: Upload unit test coverage to Qlty
+          command: |
+            ~/.qlty/bin/qlty coverage publish --tag unit --incomplete coverage/.resultset.json
 
   license_check:
     docker:
@@ -105,8 +119,15 @@ jobs:
       - install_dependencies
       - run:
           name: Integration Tests
+          environment:
+            COVERAGE: 1
           command: |
             bundle exec rake spec:integration
+      - install-qlty
+      - run:
+          name: Upload integration test coverage to Qlty
+          command: |
+            ~/.qlty/bin/qlty coverage publish --tag integration --incomplete coverage/.resultset.json
 
   docker_container_help_test:
     docker:
@@ -120,6 +141,19 @@ jobs:
             docker rmi quay.io/redhat/3scale-toolbox:main || true
             docker run --rm -t quay.io/redhat/3scale-toolbox:main 3scale help
 
+  complete-coverage:
+    docker:
+      - image: cimg/ruby:3.0
+    working_directory: ~/repo
+    steps:
+      - checkout
+      - install-qlty
+      - run:
+          name: Mark coverage as complete
+          command: |
+            ~/.qlty/bin/qlty coverage complete --tag unit
+            ~/.qlty/bin/qlty coverage complete --tag integration
+
   push-rubygems:
     docker:
       - image: cimg/ruby:3.0
@@ -151,8 +185,45 @@ jobs:
             docker run --rm -t app 3scale help
 
 workflows:
-  version: 2
-  basic_tests:
+  pr:
+    when:
+      not:
+        equal: [ main, << pipeline.git.branch >> ]
+    jobs:
+      - manual_approval:
+          type: approval
+      - ruby-30-unittest:
+          requires:
+            - manual_approval
+          filters:
+            <<: *tag-trigger
+      - license_check:
+          requires:
+            - manual_approval
+          filters:
+            <<: *tag-trigger
+      - help_test:
+          requires:
+            - manual_approval
+          filters:
+            <<: *tag-trigger
+      - image-build:
+          requires:
+            - manual_approval
+          filters:
+            <<: *tag-trigger
+      - integration_tests:
+          context: autotestaccount
+          requires:
+            - manual_approval
+      - complete-coverage:
+          requires:
+            - ruby-30-unittest
+            - integration_tests
+
+  main:
+    when:
+      equal: [ main, << pipeline.git.branch >> ]
     jobs:
       - ruby-30-unittest:
           filters:
@@ -166,6 +237,12 @@ workflows:
       - image-build:
           filters:
             <<: *tag-trigger
+      - integration_tests:
+          context: autotestaccount
+      - complete-coverage:
+          requires:
+            - ruby-30-unittest
+            - integration_tests
       - push-rubygems:
           requires:
             - ruby-30-unittest
@@ -175,13 +252,3 @@ workflows:
             <<: *tag-trigger
             branches:
               ignore: /.*/
-
-  integration:
-    jobs:
-      - manual_approval:  # <<< A job that will require manual approval in the web application.
-          type: approval  # <<< This key-value pair will set your workflow to a status of "On Hold"
-          # On approval of the `hold` job, any successive job that requires the `hold` job will run.
-      - integration_tests:
-          context: autotestaccount
-          requires:
-            - manual_approval
diff --git a/.qlty/qlty.toml b/.qlty/qlty.toml
new file mode 100644
index 00000000..afdd6a1a
--- /dev/null
+++ b/.qlty/qlty.toml
@@ -0,0 +1,95 @@
+# This file was automatically generated by `qlty init`.
+# You can modify it to suit your needs.
+# We recommend you to commit this file to your repository.
+#
+# This configuration is used by both Qlty CLI and Qlty Cloud.
+#
+#     Qlty CLI -- Code quality toolkit for developers
+#     Qlty Cloud -- Fully automated Code Health Platform
+#
+# Try Qlty Cloud: https://qlty.sh
+#
+# For a guide to configuration, visit https://qlty.sh/d/config
+# Or for a full reference, visit https://qlty.sh/d/qlty-toml
+config_version = "0"
+
+exclude_patterns = [
+  "*_min.*",
+  "*-min.*",
+  "*.min.*",
+  "**/.yarn/**",
+  "**/*.d.ts",
+  "**/assets/**",
+  "**/bower_components/**",
+  "**/build/**",
+  "**/cache/**",
+  "**/config/**",
+  "**/db/**",
+  "**/deps/**",
+  "**/dist/**",
+  "**/extern/**",
+  "**/external/**",
+  "**/generated/**",
+  "**/Godeps/**",
+  "**/gradlew/**",
+  "**/mvnw/**",
+  "**/node_modules/**",
+  "**/protos/**",
+  "**/seed/**",
+  "**/target/**",
+  "**/templates/**",
+  "**/testdata/**",
+  "**/vendor/**",
+]
+
+test_patterns = [
+  "**/test/**",
+  "**/spec/**",
+  "**/*.test.*",
+  "**/*.spec.*",
+  "**/*_test.*",
+  "**/*_spec.*",
+  "**/test_*.*",
+  "**/spec_*.*",
+]
+
+[smells]
+mode = "comment"
+
+[[source]]
+name = "default"
+default = true
+
+
+[[plugin]]
+name = "actionlint"
+
+[[plugin]]
+name = "hadolint"
+
+[[plugin]]
+name = "osv-scanner"
+
+[[plugin]]
+name = "radarlint-iac"
+mode = "monitor"
+
+[[plugin]]
+name = "ripgrep"
+mode = "comment"
+
+[[plugin]]
+name = "reek"
+
+[[plugin]]
+name = "rubocop"
+version = "1.75.2"
+
+[[plugin]]
+name = "shellcheck"
+
+[[plugin]]
+name = "trufflehog"
+
+[[plugin]]
+name = "zizmor"
diff --git a/Gemfile b/Gemfile
index 18ea2098..ab11a01c 100644
--- a/Gemfile
+++ b/Gemfile
@@ -11,5 +11,6 @@ group :development do
 end
 
 group :test do
-  gem 'codecov', require: false
+  gem 'simplecov', require: false
+  gem 'simplecov_json_formatter', require: false
 end
diff --git a/Gemfile.lock b/Gemfile.lock
index 8ed52725..fb5d6a0c 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -27,8 +27,6 @@ GEM
     base64 (0.2.0)
     bigdecimal (3.1.8)
     builder (3.2.4)
-    codecov (0.6.0)
-      simplecov (>= 0.15, < 0.22)
     coderay (1.1.3)
     concurrent-ruby (1.3.4)
     connection_pool (2.4.1)
@@ -124,13 +122,14 @@ PLATFORMS
 DEPENDENCIES
   3scale_toolbox!
   bundler
-  codecov
   dotenv
   license_finder (~> 7.2)
   pry
   rake (~> 13.0)
   rspec (~> 3.8)
   rubyzip (>= 1.3.0)
+  simplecov
+  simplecov_json_formatter
   webmock (~> 3.4)
 
 BUNDLED WITH
diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb
index 842d5373..9e66dae8 100644
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -18,12 +18,16 @@
 require 'dotenv'
 Dotenv.load
 
-# Codecov
-require 'simplecov'
-SimpleCov.start
-if ENV['CI'] == 'true'
-  require 'codecov'
-  SimpleCov.formatter = SimpleCov::Formatter::Codecov
+if ENV['COVERAGE'] && !ENV['COVERAGE'].empty?
+  require 'simplecov'
+  require 'simplecov_json_formatter'
+  SimpleCov.start do
+    formatter SimpleCov::Formatter::MultiFormatter.new([
+      SimpleCov::Formatter::JSONFormatter,
+      SimpleCov::Formatter::HTMLFormatter
+    ])
+    add_filter '/spec/'
+  end
 end
 
 require 'webmock/rspec'