diff --git a/build.sbt b/build.sbt
index 6ecc031df9e..c5a7901d86a 100644
--- a/build.sbt
+++ b/build.sbt
@@ -26,6 +26,11 @@ commands := commands.value.filterNot { command =>
 
 ThisBuild / reproducibleBuildsCheckResolver := Resolver.ApacheMavenStagingRepo
 
+ThisBuild / pekkoCoreProject := true
+
+// pekkoInlineEnabled must be set to false when this is backported to 1.0.x branch
+ThisBuild / pekkoInlineEnabled := true
+
 enablePlugins(
   UnidocRoot,
   UnidocWithPrValidation,
diff --git a/project/MiMa.scala b/project/MiMa.scala
deleted file mode 100644
index 4bdbb9f573d..00000000000
--- a/project/MiMa.scala
+++ /dev/null
@@ -1,63 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * license agreements; and to You under the Apache License, version 2.0:
- *
- *   https://www.apache.org/licenses/LICENSE-2.0
- *
- * This file is part of the Apache Pekko project, which was derived from Akka.
- */
-
-/*
- * Copyright (C) 2009-2022 Lightbend Inc. <https://www.lightbend.com>
- */
-
-import scala.collection.immutable
-import sbt._
-import sbt.Keys._
-import com.typesafe.tools.mima.plugin.MimaPlugin
-import com.typesafe.tools.mima.plugin.MimaPlugin.autoImport._
-
-object MiMa extends AutoPlugin {
-
-  private val latestPatchOf10 = 0
-
-  override def requires = MimaPlugin
-  override def trigger = allRequirements
-
-  val checkMimaFilterDirectories =
-    taskKey[Unit]("Check that the mima directories are correct compared to latest version")
-
-  override val projectSettings = Seq(
-    mimaReportSignatureProblems := true,
-    mimaPreviousArtifacts := pekkoPreviousArtifacts(name.value, organization.value),
-    checkMimaFilterDirectories := checkFilterDirectories(baseDirectory.value))
-
-  def checkFilterDirectories(moduleRoot: File): Unit = {
-    val nextVersionFilterDir =
-      moduleRoot / "src" / "main" / "mima-filters" / s"1.0.${latestPatchOf10 + 1}.backwards.excludes"
-    if (nextVersionFilterDir.exists()) {
-      throw new IllegalArgumentException(s"Incorrect mima filter directory exists: '$nextVersionFilterDir' " +
-        s"should be with number from current release '${moduleRoot / "src" / "main" / "mima-filters" / s"1.0.$latestPatchOf10.backwards.excludes"}")
-    }
-  }
-
-  def pekkoPreviousArtifacts(
-      projectName: String,
-      organization: String): Set[sbt.ModuleID] = {
-    val versions: Seq[String] = {
-      val firstPatchOf10 = 0
-
-      val pekko10Previous = expandVersions(1, 0, 0 to latestPatchOf10)
-
-      pekko10Previous
-    }
-
-    // check against all binary compatible artifacts
-    versions.map { v =>
-      organization %% projectName % v
-    }.toSet
-  }
-
-  private def expandVersions(major: Int, minor: Int, patches: immutable.Seq[Int]): immutable.Seq[String] =
-    patches.map(patch => s"$major.$minor.$patch")
-}
diff --git a/project/PekkoInlinePlugin.scala b/project/PekkoInlinePlugin.scala
deleted file mode 100644
index 6f99703abcb..00000000000
--- a/project/PekkoInlinePlugin.scala
+++ /dev/null
@@ -1,47 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * license agreements; and to You under the Apache License, version 2.0:
- *
- *   https://www.apache.org/licenses/LICENSE-2.0
- *
- * This file is part of the Apache Pekko project, derived from Akka.
- */
-
-import sbt.Keys._
-import sbt._
-import sbt.plugins.JvmPlugin
-
-object PekkoInlinePlugin extends AutoPlugin {
-  override def trigger: PluginTrigger = allRequirements
-
-  override def requires: Plugins = JvmPlugin
-
-  val enabled = !sys.props.contains("pekko.no.inline")
-
-  private val flagsFor212 = Seq(
-    "-opt-inline-from:org.apache.pekko.**",
-    "-opt-inline-from:<sources>",
-    "-opt:l:inline")
-
-  private val flagsFor213 = Seq(
-    "-opt-inline-from:org.apache.pekko.**",
-    "-opt-inline-from:<sources>",
-    "-opt:l:inline")
-
-  // Optimizer not yet available for Scala3, see https://docs.scala-lang.org/overviews/compiler-options/optimizer.html
-  private val flagsFor3 = Seq()
-
-  override lazy val projectSettings = Seq(
-    Compile / scalacOptions ++= {
-      if (enabled) {
-        CrossVersion.partialVersion(scalaVersion.value) match {
-          case Some((2, n)) if n == 13 =>
-            flagsFor213
-          case Some((2, n)) if n == 12 =>
-            flagsFor212
-          case Some((3, _)) =>
-            flagsFor3
-        }
-      } else Seq.empty
-    })
-}
diff --git a/project/plugins.sbt b/project/plugins.sbt
index bccf9630ad7..13bae25fe60 100644
--- a/project/plugins.sbt
+++ b/project/plugins.sbt
@@ -27,6 +27,7 @@ addSbtPlugin("net.bzzt" % "sbt-reproducible-builds" % "0.31")
 addSbtPlugin("com.github.sbt" % "sbt-dynver" % "5.0.1")
 addSbtPlugin("com.github.pjfanning" % "sbt-source-dist" % "0.1.11")
 addSbtPlugin("org.mdedetrich" % "sbt-apache-sonatype" % "0.1.10")
+addSbtPlugin("com.github.pjfanning" % "sbt-pekko-build" % "0.3.0")
 addSbtPlugin("com.github.reibitto" % "sbt-welcome" % "0.4.0")
 addSbtPlugin("com.github.sbt" % "sbt-license-report" % "1.6.1")