diff --git a/pgpainless-cli/build.gradle b/pgpainless-cli/build.gradle
index 90d1837f..28c142d8 100644
--- a/pgpainless-cli/build.gradle
+++ b/pgpainless-cli/build.gradle
@@ -37,9 +37,13 @@ dependencies {
     // implementation "ch.qos.logback:logback-core:1.2.6"
     // We want logback logging in tests and in the app
     testImplementation "ch.qos.logback:logback-classic:$logbackVersion"
-    implementation "ch.qos.logback:logback-classic:$logbackVersion"
 
     implementation(project(":pgpainless-sop"))
+    runtimeOnly(project(":pgpainless-sop")) {
+        capabilities {
+            requireCapability("org.pgpainless:pgpainless-sop-logback-support")
+        }
+    }
     implementation(project(":sop-java"))
     implementation(project(":sop-java-picocli"))
 
@@ -56,6 +60,8 @@ jar {
         attributes 'Main-Class': "$mainClassName"
     }
 
+    duplicatesStrategy = DuplicatesStrategy.INCLUDE
+
     from {
         configurations.runtimeClasspath.collect { it.isDirectory() ? it : zipTree(it) }
     } {
diff --git a/pgpainless-core/build.gradle b/pgpainless-core/build.gradle
index c649e71c..9814d52b 100644
--- a/pgpainless-core/build.gradle
+++ b/pgpainless-core/build.gradle
@@ -6,6 +6,12 @@ plugins {
     id 'java-library'
 }
 
+java {
+    registerFeature('logbackSupport') {
+        usingSourceSet(sourceSets.main)
+    }
+}
+
 dependencies {
     testImplementation "org.junit.jupiter:junit-jupiter-api:$junitVersion"
     testImplementation "org.junit.jupiter:junit-jupiter-params:$junitVersion"
@@ -14,7 +20,7 @@ dependencies {
     // Logging
     api "org.slf4j:slf4j-api:$slf4jVersion"
     testImplementation "ch.qos.logback:logback-classic:$logbackVersion"
-    runtime "ch.qos.logback:logback-classic:$logbackVersion"
+    logbackSupportApi("ch.qos.logback:logback-classic:$logbackVersion")
 
     api "org.bouncycastle:bcprov-jdk15on:$bouncyCastleVersion"
     api "org.bouncycastle:bcpg-jdk15on:$bouncyCastleVersion"
diff --git a/pgpainless-sop/build.gradle b/pgpainless-sop/build.gradle
index 6f30b5db..9b450380 100644
--- a/pgpainless-sop/build.gradle
+++ b/pgpainless-sop/build.gradle
@@ -12,13 +12,19 @@ repositories {
     mavenCentral()
 }
 
+java {
+    registerFeature('logbackSupport') {
+        usingSourceSet(sourceSets.main)
+    }
+}
+
 dependencies {
     testImplementation "org.junit.jupiter:junit-jupiter-api:$junitVersion"
     testRuntimeOnly "org.junit.jupiter:junit-jupiter-engine:$junitVersion"
 
     // Logging
     testImplementation "ch.qos.logback:logback-classic:$logbackVersion"
-    runtime "ch.qos.logback:logback-classic:$logbackVersion"
+    logbackSupportApi("ch.qos.logback:logback-classic:$logbackVersion")
 
     implementation(project(":pgpainless-core"))
     implementation(project(":sop-java"))