diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 6a362884..25f2cfd0 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -4,16 +4,33 @@ on: [ push ]
 
 jobs:
   build:
-
-    runs-on: ubuntu-latest
-
+    strategy:
+      matrix:
+        os: [ macOS-latest, windows-latest ]
+    runs-on: ${{matrix.os}}
     steps:
-      - uses: actions/checkout@v2
+      - name: Checkout the repo
+        uses: actions/checkout@v2
       - name: Set up JDK 11
         uses: actions/setup-java@v1
         with:
           java-version: 11
-      - name: Grant execute permission for gradlew
-        run: chmod +x gradlew
-      - name: Build with Gradle
-        run: ./gradlew build
+      - name: Add msys to path
+        if: matrix.os == 'windows-latest'
+        run: SETX PATH "%PATH%;C:\msys64\mingw64\bin"
+      - name: Cache gradle
+        uses: actions/cache@v2
+        with:
+          path: ~/.gradle/caches
+          key: ${{ runner.os }}-gradle-${{ hashFiles('*.gradle.kts') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+      - name: Cache konan
+        uses: actions/cache@v2
+        with:
+          path: ~/.konan
+          key: ${{ runner.os }}-gradle-${{ hashFiles('*.gradle.kts') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+      - name: Build
+        run: ./gradlew build --no-daemon --stacktrace
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 0fbf9c1e..165912e2 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,40 +1,57 @@
-name: Bintray Publish
+name: Gradle publish
 
 on:
+  workflow_dispatch:
   release:
     types:
       - created
 
 jobs:
-  build-on-windows:
-    runs-on: windows-latest
+  publish:
+    environment:
+      name: publish
+    strategy:
+      matrix:
+        os: [macOS-latest, windows-latest]
+    runs-on: ${{matrix.os}}
     steps:
-      - uses: actions/checkout@v2
+      - name: Checkout the repo
+        uses: actions/checkout@v2
       - name: Set up JDK 11
         uses: actions/setup-java@v1
         with:
           java-version: 11
-      - name: Grant execute permission for gradlew
-        run: chmod +x gradlew
-      - name: Gradle clean
-        run: ./gradlew clean
-      - name: Gradle build
-        run: ./gradlew build
-      - name: Run release task
-        run: ./gradlew release -PbintrayUser=${{ secrets.BINTRAY_USER }} -PbintrayApiKey=${{ secrets.BINTRAY_KEY }}
-  build-on-macos:
-    runs-on: macos-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up JDK 11
-        uses: actions/setup-java@v1
+      - name: Add msys to path
+        if: matrix.os == 'windows-latest'
+        run: SETX PATH "%PATH%;C:\msys64\mingw64\bin"
+      - name: Cache gradle
+        uses: actions/cache@v2
         with:
-          java-version: 11
-      - name: Grant execute permission for gradlew
-        run: chmod +x gradlew
-      - name: Gradle clean
-        run: ./gradlew clean
-      - name: Gradle build
-        run: ./gradlew build
-      - name: Run release task
-        run: ./gradlew release -PbintrayUser=${{ secrets.BINTRAY_USER }} -PbintrayApiKey=${{ secrets.BINTRAY_KEY }}
+          path: ~/.gradle/caches
+          key: ${{ runner.os }}-gradle-${{ hashFiles('*.gradle.kts') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+      - name: Cache konan
+        uses: actions/cache@v2
+        with:
+          path: ~/.konan
+          key: ${{ runner.os }}-gradle-${{ hashFiles('*.gradle.kts') }}
+          restore-keys: |
+            ${{ runner.os }}-gradle-
+      - name: Publish Windows Artifacts
+        if: matrix.os == 'windows-latest'
+        run: >
+          ./gradlew release --no-daemon
+          -Ppublishing.github.user=${{ secrets.PUBLISHING_GITHUB_USER }}
+          -Ppublishing.github.token=${{ secrets.PUBLISHING_GITHUB_TOKEN }}
+          -Ppublishing.space.user=${{ secrets.PUBLISHING_SPACE_USER }}
+          -Ppublishing.space.token=${{ secrets.PUBLISHING_SPACE_TOKEN }}
+      - name: Publish Mac Artifacts
+        if: matrix.os == 'macOS-latest'
+        run: >
+          ./gradlew release --no-daemon
+          -Ppublication.platform=macosX64
+          -Ppublishing.github.user=${{ secrets.PUBLISHING_GITHUB_USER }}
+          -Ppublishing.github.token=${{ secrets.PUBLISHING_GITHUB_TOKEN }}
+          -Ppublishing.space.user=${{ secrets.PUBLISHING_SPACE_USER }}
+          -Ppublishing.space.token=${{ secrets.PUBLISHING_SPACE_TOKEN }}
diff --git a/build.gradle.kts b/build.gradle.kts
index 5363ed99..27f40ae9 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -8,7 +8,7 @@ allprojects {
 }
 
 subprojects {
-    apply(plugin = "ru.mipt.npm.gradle.publish")
+    apply(plugin = "maven-publish")
     repositories {
         maven("https://dl.bintray.com/mipt-npm/kscience")
         maven("https://dl.bintray.com/mipt-npm/dev")
@@ -20,9 +20,9 @@ readme {
 }
 
 ksciencePublish {
-    bintrayRepo = "dataforge"
-    githubProject = "dataforge-core"
-    spaceRepo = "https://maven.pkg.jetbrains.space/mipt-npm/p/sci/maven"
+    github("dataforge-core")
+    space("https://maven.pkg.jetbrains.space/mipt-npm/p/sci/maven")
+    sonatype()
 }
 
 apiValidation {
diff --git a/settings.gradle.kts b/settings.gradle.kts
index 8483876d..f4120248 100644
--- a/settings.gradle.kts
+++ b/settings.gradle.kts
@@ -6,7 +6,7 @@ pluginManagement {
         maven("https://dl.bintray.com/kotlin/kotlin-eap")
     }
 
-    val toolsVersion = "0.8.4"
+    val toolsVersion = "0.9.0"
     val kotlinVersion = "1.4.31"
 
     plugins {