diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 5e62788..95a577a 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -46,7 +46,7 @@ jobs:
 
       # Validate wrapper
       - name: Gradle Wrapper Validation
-        uses: gradle/wrapper-validation-action@v1.0.4
+        uses: gradle/wrapper-validation-action@v1.0.5
 
       # Setup Java 11 environment for the next steps
       - name: Setup Java
@@ -77,7 +77,7 @@ jobs:
 
       # Run tests
       - name: Run Tests
-        run: ./gradlew test
+        run: ./gradlew check
 
       # Collect Tests Result of failed tests
       - name: Collect Tests Result
@@ -87,6 +87,12 @@ jobs:
           name: tests-result
           path: ${{ github.workspace }}/build/reports/tests
 
+      # Upload Kover report to CodeCov
+      - name: Upload Code Coverage Report
+        uses: codecov/codecov-action@v3
+        with:
+          files: ${{ github.workspace }}/build/reports/kover/xml/report.xml
+
       # Cache Plugin Verifier IDEs
       - name: Setup Plugin Verifier IDEs Cache
         uses: actions/cache@v3
@@ -108,7 +114,7 @@ jobs:
 
       # Run Qodana inspections
       - name: Qodana - Code Inspection
-        uses: JetBrains/qodana-action@v2022.2.1
+        uses: JetBrains/qodana-action@v2022.2.3
 
       # Prepare plugin archive content for creating artifact
       - name: Prepare Plugin Artifact
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5a532c5..1a809dd 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -77,6 +77,7 @@ jobs:
         run: |
           VERSION="${{ github.event.release.tag_name }}"
           BRANCH="changelog-update-$VERSION"
+          LABEL="release changelog"
 
           git config user.email "action@github.com"
           git config user.name "GitHub Action"
@@ -84,9 +85,13 @@ jobs:
           git checkout -b $BRANCH
           git commit -am "Changelog update - $VERSION"
           git push --set-upstream origin $BRANCH
+          
+          gh label create "$LABEL" \
+            --description "Pull requests with release changelog update" \
+            || true
 
           gh pr create \
             --title "Changelog update - \`$VERSION\`" \
             --body "Current pull request contains patched \`CHANGELOG.md\` file for the \`$VERSION\` version." \
-            --base main \
+            --label "$LABEL" \
             --head $BRANCH
\ No newline at end of file
diff --git a/.github/workflows/run-ui-tests.yml b/.github/workflows/run-ui-tests.yml
index a307793..3b9001f 100644
--- a/.github/workflows/run-ui-tests.yml
+++ b/.github/workflows/run-ui-tests.yml
@@ -48,7 +48,7 @@ jobs:
 
       # Wait for IDEA to be started
       - name: Health Check
-        uses: jtalk/url-health-check-action@v2
+        uses: jtalk/url-health-check-action@v3
         with:
           url: http://127.0.0.1:8082
           max-attempts: 15
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 591a18c..1510105 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,12 +3,15 @@
 # easy-i18n Changelog
 
 ## [Unreleased]
+### Changed
+- Dropped support for IDE versions older than 2022.2
+- Updated dependencies
 
 ## [4.4.0]
-### Added
-- Support of path variables for the locales directory configuration @SIMULATAN
+### Added
+- Support of path variables for the locales directory configuration @SIMULATAN
 
-### Changed
+### Changed
 - Restructure form actions to improve user experience
 
 ## [4.3.1]
diff --git a/build.gradle.kts b/build.gradle.kts
index c4e2b3b..16accff 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -1,3 +1,4 @@
+import org.jetbrains.changelog.Changelog
 import org.jetbrains.changelog.markdownToHTML
 
 fun properties(key: String) = project.findProperty(key).toString()
@@ -6,13 +7,15 @@ plugins {
     // Java support
     id("java")
     // Kotlin support
-    id("org.jetbrains.kotlin.jvm") version "1.7.10"
+    id("org.jetbrains.kotlin.jvm") version "1.7.21"
     // Gradle IntelliJ Plugin
-    id("org.jetbrains.intellij") version "1.8.0"
+    id("org.jetbrains.intellij") version "1.10.1"
     // Gradle Changelog Plugin
-    id("org.jetbrains.changelog") version "1.3.1"
+    id("org.jetbrains.changelog") version "2.0.0"
     // Gradle Qodana Plugin
     id("org.jetbrains.qodana") version "0.1.13"
+    // Gradle Kover Plugin
+    id("org.jetbrains.kotlinx.kover") version "0.6.1"
 }
 
 group = properties("pluginGroup")
@@ -27,11 +30,9 @@ dependencies {
     implementation("de.marhali:json5-java:2.0.0")
 }
 
-// Set the JVM language level used to compile sources and generate files - Java 11 is required since 2020.3
+// Set the JVM language level used to build project. Use Java 11 for 2020.3+, and Java 17 for 2022.2+.
 kotlin {
-    jvmToolchain {
-        languageVersion.set(JavaLanguageVersion.of(11))
-    }
+    jvmToolchain(17)
 }
 
 // Configure Gradle IntelliJ Plugin - read more: https://plugins.jetbrains.com/docs/intellij/tools-gradle-intellij-plugin.html
@@ -46,18 +47,23 @@ intellij {
 
 // Configure Gradle Changelog Plugin - read more: https://github.com/JetBrains/gradle-changelog-plugin
 changelog {
-    version.set(properties("pluginVersion"))
     groups.set(emptyList())
+    repositoryUrl.set(properties("pluginRepositoryUrl"))
 }
 
 // Configure Gradle Qodana Plugin - read more: https://github.com/JetBrains/gradle-qodana-plugin
 qodana {
-    cachePath.set(projectDir.resolve(".qodana").canonicalPath)
-    reportPath.set(projectDir.resolve("build/reports/inspections").canonicalPath)
+    cachePath.set(file(".qodana").canonicalPath)
+    reportPath.set(file("build/reports/inspections").canonicalPath)
     saveReport.set(true)
     showReport.set(System.getenv("QODANA_SHOW_REPORT")?.toBoolean() ?: false)
 }
 
+// Configure Gradle Kover Plugin - read more: https://github.com/Kotlin/kotlinx-kover#configuration
+kover.xmlReport {
+    onCheck.set(true)
+}
+
 tasks {
     wrapper {
         gradleVersion = properties("gradleVersion")
@@ -70,22 +76,25 @@ tasks {
 
         // Extract the <!-- Plugin description --> section from README.md and provide for the plugin's manifest
         pluginDescription.set(
-                projectDir.resolve("README.md").readText().lines().run {
-                    val start = "<!-- Plugin description -->"
-                    val end = "<!-- Plugin description end -->"
+            file("README.md").readText().lines().run {
+                val start = "<!-- Plugin description -->"
+                val end = "<!-- Plugin description end -->"
 
-                    if (!containsAll(listOf(start, end))) {
-                        throw GradleException("Plugin description section not found in README.md:\n$start ... $end")
-                    }
-                    subList(indexOf(start) + 1, indexOf(end))
-                }.joinToString("\n").run { markdownToHTML(this) }
+                if (!containsAll(listOf(start, end))) {
+                    throw GradleException("Plugin description section not found in README.md:\n$start ... $end")
+                }
+                subList(indexOf(start) + 1, indexOf(end))
+            }.joinToString("\n").let { markdownToHTML(it) }
         )
 
         // Get the latest available change notes from the changelog file
         changeNotes.set(provider {
-            changelog.run {
-                getOrNull(properties("pluginVersion")) ?: getLatest()
-            }.toHTML()
+            with(changelog) {
+                renderItem(
+                    getOrNull(properties("pluginVersion")) ?: getLatest(),
+                    Changelog.OutputType.HTML,
+                )
+            }
         })
     }
 
diff --git a/gradle.properties b/gradle.properties
index 935dfe8..b7e6971 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -1,5 +1,4 @@
-# IntelliJ Platform Artifacts Repositories
-# -> https://plugins.jetbrains.com/docs/intellij/intellij-artifacts.html
+# IntelliJ Platform Artifacts Repositories -> https://plugins.jetbrains.com/docs/intellij/intellij-artifacts.html
 
 pluginGroup = de.marhali.easyi18n
 pluginName = easy-i18n
@@ -8,21 +7,26 @@ pluginVersion = 4.4.0
 
 # See https://plugins.jetbrains.com/docs/intellij/build-number-ranges.html
 # for insight into build numbers and IntelliJ Platform versions.
-pluginSinceBuild = 203
+pluginSinceBuild = 222
 pluginUntilBuild = 223.*
 
 # IntelliJ Platform Properties -> https://github.com/JetBrains/gradle-intellij-plugin#intellij-platform-properties
 platformType = IU
-platformVersion = 2022.2
+platformVersion = 2022.3
 
 # Plugin Dependencies -> https://plugins.jetbrains.com/docs/intellij/plugin-dependencies.html
 # Example: platformPlugins = com.intellij.java, com.jetbrains.php:203.4449.22
-platformPlugins = org.jetbrains.kotlin, JavaScriptLanguage, com.jetbrains.php:222.3345.118
+platformPlugins = org.jetbrains.kotlin, JavaScript, com.jetbrains.php:223.7571.182
 
 # Gradle Releases -> https://github.com/gradle/gradle/releases
 gradleVersion = 7.5.1
 
-# Opt-out flag for bundling Kotlin standard library.
-# See https://plugins.jetbrains.com/docs/intellij/kotlin.html#kotlin-standard-library for details.
+# Opt-out flag for bundling Kotlin standard library -> https://plugins.jetbrains.com/docs/intellij/kotlin.html#kotlin-standard-library
 # suppress inspection "UnusedProperty"
-kotlin.stdlib.default.dependency = false
\ No newline at end of file
+kotlin.stdlib.default.dependency = false
+
+# Enable Gradle Configuration Cache -> https://docs.gradle.org/current/userguide/configuration_cache.html
+org.gradle.unsafe.configuration-cache = true
+
+# Do we need this here? Receiving out of memory exception without
+org.gradle.jvmargs=-Xmx4096m
\ No newline at end of file