diff --git a/build.gradle.kts b/build.gradle.kts
index c0236376..5f08f665 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -16,8 +16,7 @@
 import com.android.build.api.dsl.Lint
 import com.google.devtools.ksp.gradle.KspTask
 import com.vanniktech.maven.publish.MavenPublishBaseExtension
-import java.net.URI
-import org.jetbrains.dokka.gradle.DokkaTask
+import org.jetbrains.dokka.gradle.DokkaExtension
 import org.jetbrains.kotlin.gradle.dsl.JvmTarget
 import org.jetbrains.kotlin.gradle.dsl.KotlinProjectExtension
 import org.jetbrains.kotlin.gradle.tasks.KotlinCompile
@@ -25,7 +24,7 @@ import org.jetbrains.kotlin.gradle.tasks.KotlinCompile
 plugins {
   alias(libs.plugins.kotlinJvm) apply false
   alias(libs.plugins.ksp) apply false
-  alias(libs.plugins.dokka) apply false
+  alias(libs.plugins.dokka)
   alias(libs.plugins.mavenPublish) apply false
   alias(libs.plugins.spotless)
   alias(libs.plugins.kotlinBinaryCompatibilityValidator)
@@ -44,6 +43,13 @@ apiValidation {
     )
 }
 
+dokka {
+  dokkaPublications.html {
+    outputDirectory.set(rootDir.resolve("docs/api/0.x"))
+    includes.from(project.layout.projectDirectory.file("README.md"))
+  }
+}
+
 val ktfmtVersion = libs.versions.ktfmt.get()
 
 spotless {
@@ -108,15 +114,13 @@ subprojects {
   }
   pluginManager.withPlugin("com.vanniktech.maven.publish") {
     apply(plugin = "org.jetbrains.dokka")
-    tasks.named<DokkaTask>("dokkaHtml") {
-      outputDirectory.set(rootProject.rootDir.resolve("docs/0.x"))
+    configure<DokkaExtension> {
+      dokkaPublicationDirectory.set(layout.buildDirectory.dir("dokkaDir"))
       dokkaSourceSets.configureEach {
         skipDeprecated.set(true)
-        externalDocumentationLink {
-          url.set(URI("https://square.github.io/okio/2.x/okio/").toURL())
-        }
-        externalDocumentationLink {
-          url.set(URI("https://square.github.io/moshi/1.x/moshi/").toURL())
+        externalDocumentationLinks {
+          register("okio") { url("https://square.github.io/okio/2.x/okio/") }
+          register("moshi") { url("https://square.github.io/moshi/1.x/moshi/") }
         }
       }
     }
@@ -136,3 +140,16 @@ subprojects {
     }
   }
 }
+
+dependencies {
+  dokka(projects.moshiAdapters)
+  dokka(projects.moshiImmutableAdapters)
+  dokka(projects.moshiIr.moshiCompilerPlugin)
+  dokka(projects.moshiMetadataReflect)
+  dokka(projects.moshiProguardRuleGen)
+  dokka(projects.moshiSealed.codegen)
+  dokka(projects.moshiSealed.javaSealedReflect)
+  dokka(projects.moshiSealed.metadataReflect)
+  dokka(projects.moshiSealed.reflect)
+  dokka(projects.moshiSealed.runtime)
+}
diff --git a/gradle.properties b/gradle.properties
index 1c73f8c0..36fc19dd 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -44,3 +44,7 @@ ksp.version.check=false
 kotlin.compiler.suppressExperimentalICOptimizationsWarning=true
 kotlin.compiler.keepIncrementalCompilationCachesInMemory=true
 kotlin.compiler.preciseCompilationResultsBackup=true
+
+# Dokka flags
+org.jetbrains.dokka.experimental.gradle.pluginMode=V2Enabled
+org.jetbrains.dokka.experimental.gradle.pluginMode.noWarn=true
diff --git a/gradle/libs.versions.toml b/gradle/libs.versions.toml
index 3681acf4..fb9635a8 100644
--- a/gradle/libs.versions.toml
+++ b/gradle/libs.versions.toml
@@ -29,7 +29,7 @@ okhttp = "4.12.0"
 retrofit = "2.11.0"
 
 [plugins]
-dokka = { id = "org.jetbrains.dokka", version = "1.9.20" }
+dokka = { id = "org.jetbrains.dokka", version = "2.0.0-Beta" }
 kotlinBinaryCompatibilityValidator = { id = "org.jetbrains.kotlinx.binary-compatibility-validator", version = "0.16.3" }
 kotlinJvm = { id = "org.jetbrains.kotlin.jvm", version.ref = "kotlin" }
 ksp = { id = "com.google.devtools.ksp", version.ref = "ksp" }
diff --git a/moshi-ir/moshi-gradle-plugin/build.gradle.kts b/moshi-ir/moshi-gradle-plugin/build.gradle.kts
index 9db8399b..5da60712 100644
--- a/moshi-ir/moshi-gradle-plugin/build.gradle.kts
+++ b/moshi-ir/moshi-gradle-plugin/build.gradle.kts
@@ -15,7 +15,6 @@
  */
 
 import com.vanniktech.maven.publish.MavenPublishBaseExtension
-import org.jetbrains.dokka.gradle.DokkaTask
 import org.jetbrains.kotlin.gradle.dsl.JvmTarget
 import org.jetbrains.kotlin.gradle.dsl.KotlinVersion
 import org.jetbrains.kotlin.gradle.tasks.KotlinCompile
@@ -80,8 +79,11 @@ gradlePlugin {
   }
 }
 
-tasks.named<DokkaTask>("dokkaHtml") {
-  outputDirectory.set(rootProject.file("../docs/0.x"))
+dokka {
+  dokkaPublications.html {
+    outputDirectory.set(rootDir.resolve("docs/api/0.x"))
+    includes.from(project.layout.projectDirectory.file("README.md"))
+  }
   dokkaSourceSets.configureEach { skipDeprecated.set(true) }
 }
 
diff --git a/moshi-ir/moshi-gradle-plugin/gradle.properties b/moshi-ir/moshi-gradle-plugin/gradle.properties
index 968ac92d..6976be0a 100644
--- a/moshi-ir/moshi-gradle-plugin/gradle.properties
+++ b/moshi-ir/moshi-gradle-plugin/gradle.properties
@@ -5,6 +5,10 @@ POM_PACKAGING=jar
 # Gradle imposes its own
 kotlin.stdlib.default.dependency=false
 
+# Dokka flags
+org.jetbrains.dokka.experimental.gradle.pluginMode=V2Enabled
+org.jetbrains.dokka.experimental.gradle.pluginMode.noWarn=true
+
 GROUP=dev.zacsweers.moshix
 VERSION_NAME=0.29.0-SNAPSHOT
 POM_DESCRIPTION=A Kotlin compiler plugin that generates Moshi JsonAdapter classes.
diff --git a/moshi-ir/moshi-gradle-plugin/settings.gradle.kts b/moshi-ir/moshi-gradle-plugin/settings.gradle.kts
index 65b15748..ea584b30 100644
--- a/moshi-ir/moshi-gradle-plugin/settings.gradle.kts
+++ b/moshi-ir/moshi-gradle-plugin/settings.gradle.kts
@@ -29,3 +29,8 @@ dependencyResolutionManagement {
     google()
   }
 }
+
+rootProject.name = "moshi-gradle-plugin"
+
+// https://docs.gradle.org/current/userguide/declaring_dependencies.html#sec:type-safe-project-accessors
+enableFeaturePreview("TYPESAFE_PROJECT_ACCESSORS")
diff --git a/publish.sh b/publish.sh
index c6bd7aa7..031181ec 100755
--- a/publish.sh
+++ b/publish.sh
@@ -3,9 +3,9 @@
 if [[ "$1" = "--local" ]]; then local=true; fi
 
 if ! [[ ${local} ]]; then
-  ./gradlew -p moshi-ir/moshi-gradle-plugin publish -x dokkaHtml --no-configuration-cache
-  ./gradlew publish -x dokkaHtml --no-configuration-cache
+  ./gradlew -p moshi-ir/moshi-gradle-plugin publish --no-configuration-cache
+  ./gradlew publish --no-configuration-cache
 else
-  ./gradlew -p moshi-ir/moshi-gradle-plugin publishToMavenLocal -x dokkaHtml
-  ./gradlew publishToMavenLocal -x dokkaHtml
+  ./gradlew -p moshi-ir/moshi-gradle-plugin publishToMavenLocal
+  ./gradlew publishToMavenLocal
 fi
\ No newline at end of file
diff --git a/settings.gradle.kts b/settings.gradle.kts
index df28f755..b4dece88 100644
--- a/settings.gradle.kts
+++ b/settings.gradle.kts
@@ -86,3 +86,6 @@ includeBuild("moshi-ir/moshi-gradle-plugin") {
     substitute(module("dev.zacsweers.moshix:moshi-gradle-plugin")).using(project(":"))
   }
 }
+
+// https://docs.gradle.org/current/userguide/declaring_dependencies.html#sec:type-safe-project-accessors
+enableFeaturePreview("TYPESAFE_PROJECT_ACCESSORS")