diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5c887f5..6ae7b9b 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -10,43 +10,196 @@ permissions:
   pull-requests: write
 
 jobs:
-  release-please:
-    name: Release Please
+  release:
+    name: Auto Release
     runs-on: ubuntu-latest
-    outputs:
-      release_created: ${{ steps.release.outputs.release_created }}
-      tag_name: ${{ steps.release.outputs.tag_name }}
-      pr: ${{ steps.release.outputs.pr }}
-    steps:
-      - name: Release Please
-        id: release
-        uses: googleapis/release-please-action@v4
-        with:
-          release-type: simple
-          include-v-in-tag: true
-          changelog-types: >
-            [
-              {"type": "feat", "section": "Features", "hidden": false},
-              {"type": "fix", "section": "Bug Fixes", "hidden": false},
-              {"type": "perf", "section": "Performance", "hidden": false},
-              {"type": "docs", "section": "Documentation", "hidden": false},
-              {"type": "chore", "section": "Maintenance", "hidden": true},
-              {"type": "style", "section": "Styles", "hidden": true},
-              {"type": "refactor", "section": "Refactoring", "hidden": true}
-            ]
-
-  validate:
-    name: Validate Release
-    runs-on: ubuntu-latest
-    needs: release-please
-    if: ${{ needs.release-please.outputs.release_created }}
     steps:
       - name: Checkout
         uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Get latest tag
+        id: get_tag
+        run: |
+          # Get latest semver tag (v*.*.*)
+          LATEST_TAG=$(git tag -l "v[0-9]*.[0-9]*.[0-9]*" | sort -V | tail -1)
+          if [ -z "$LATEST_TAG" ]; then
+            LATEST_TAG="v0.0.0"
+          fi
+          echo "latest_tag=$LATEST_TAG" >> $GITHUB_OUTPUT
+          echo "Latest tag: $LATEST_TAG"
+
+      - name: Analyze commits and determine version
+        id: version
+        run: |
+          LATEST_TAG="${{ steps.get_tag.outputs.latest_tag }}"
+
+          # Get commits since last tag
+          if [ "$LATEST_TAG" = "v0.0.0" ]; then
+            COMMITS=$(git log --pretty=format:"%s" HEAD)
+          else
+            COMMITS=$(git log --pretty=format:"%s" ${LATEST_TAG}..HEAD)
+          fi
 
-      - name: Validate Scripts
+          if [ -z "$COMMITS" ]; then
+            echo "No new commits since $LATEST_TAG"
+            echo "skip=true" >> $GITHUB_OUTPUT
+            exit 0
+          fi
+
+          echo "Commits since $LATEST_TAG:"
+          echo "$COMMITS"
+
+          # Determine version bump from conventional commits
+          MAJOR=0
+          MINOR=0
+          PATCH=0
+
+          while IFS= read -r commit; do
+            if echo "$commit" | grep -qE "^feat(\(.+\))?!:|^fix(\(.+\))?!:|^refactor(\(.+\))?!:|BREAKING CHANGE"; then
+              MAJOR=1
+            elif echo "$commit" | grep -qE "^feat(\(.+\))?:"; then
+              MINOR=1
+            elif echo "$commit" | grep -qE "^fix(\(.+\))?:|^perf(\(.+\))?:|^refactor(\(.+\))?:"; then
+              PATCH=1
+            fi
+          done <<< "$COMMITS"
+
+          # Parse current version
+          VERSION="${LATEST_TAG#v}"
+          IFS='.' read -r CUR_MAJOR CUR_MINOR CUR_PATCH <<< "$VERSION"
+
+          # Calculate new version
+          if [ "$MAJOR" -eq 1 ]; then
+            NEW_VERSION="$((CUR_MAJOR + 1)).0.0"
+            BUMP_TYPE="major"
+          elif [ "$MINOR" -eq 1 ]; then
+            NEW_VERSION="${CUR_MAJOR}.$((CUR_MINOR + 1)).0"
+            BUMP_TYPE="minor"
+          elif [ "$PATCH" -eq 1 ]; then
+            NEW_VERSION="${CUR_MAJOR}.${CUR_MINOR}.$((CUR_PATCH + 1))"
+            BUMP_TYPE="patch"
+          else
+            echo "No releasable commits (need feat:, fix:, perf:, refactor:, or breaking change)"
+            echo "skip=true" >> $GITHUB_OUTPUT
+            exit 0
+          fi
+
+          echo "new_version=v${NEW_VERSION}" >> $GITHUB_OUTPUT
+          echo "bump_type=$BUMP_TYPE" >> $GITHUB_OUTPUT
+          echo "skip=false" >> $GITHUB_OUTPUT
+          echo "New version: v${NEW_VERSION} ($BUMP_TYPE bump)"
+
+      - name: Generate release notes
+        if: steps.version.outputs.skip != 'true'
+        id: notes
         run: |
-          echo "🚀 Validating ${{ needs.release-please.outputs.tag_name }}..."
+          LATEST_TAG="${{ steps.get_tag.outputs.latest_tag }}"
+          NEW_VERSION="${{ steps.version.outputs.new_version }}"
+
+          # Generate notes from commits
+          NOTES=""
+          FEATURES=""
+          FIXES=""
+          PERF=""
+          OTHER=""
+
+          if [ "$LATEST_TAG" = "v0.0.0" ]; then
+            COMMITS=$(git log --pretty=format:"%s|%h" HEAD)
+          else
+            COMMITS=$(git log --pretty=format:"%s|%h" ${LATEST_TAG}..HEAD)
+          fi
+
+          while IFS='|' read -r msg hash; do
+            if echo "$msg" | grep -qE "^feat(\(.+\))?:"; then
+              CLEAN_MSG=$(echo "$msg" | sed -E 's/^feat(\([^)]+\))?:\s*//')
+              FEATURES="${FEATURES}- ${CLEAN_MSG} (${hash})\n"
+            elif echo "$msg" | grep -qE "^fix(\(.+\))?:"; then
+              CLEAN_MSG=$(echo "$msg" | sed -E 's/^fix(\([^)]+\))?:\s*//')
+              FIXES="${FIXES}- ${CLEAN_MSG} (${hash})\n"
+            elif echo "$msg" | grep -qE "^perf(\(.+\))?:"; then
+              CLEAN_MSG=$(echo "$msg" | sed -E 's/^perf(\([^)]+\))?:\s*//')
+              PERF="${PERF}- ${CLEAN_MSG} (${hash})\n"
+            fi
+          done <<< "$COMMITS"
+
+          # Build release notes
+          if [ -n "$FEATURES" ]; then
+            NOTES="${NOTES}## Features\n${FEATURES}\n"
+          fi
+          if [ -n "$FIXES" ]; then
+            NOTES="${NOTES}## Bug Fixes\n${FIXES}\n"
+          fi
+          if [ -n "$PERF" ]; then
+            NOTES="${NOTES}## Performance\n${PERF}\n"
+          fi
+
+          # Add installation instructions
+          NOTES="${NOTES}## Installation\n\`\`\`bash\ncurl -fsSL https://raw.githubusercontent.com/draphy/draphyOS/latest/install.sh | bash\n\`\`\`"
+
+          # Save to file (handle multiline)
+          echo -e "$NOTES" > /tmp/release_notes.md
+          echo "Generated release notes"
+
+      - name: Validate scripts
+        if: steps.version.outputs.skip != 'true'
+        run: |
+          echo "Validating shell scripts..."
           bash -n install.sh
           bash -n uninstall.sh
           echo "✅ Scripts are valid"
+
+      - name: Create tag and release
+        if: steps.version.outputs.skip != 'true'
+        run: |
+          NEW_VERSION="${{ steps.version.outputs.new_version }}"
+
+          # Configure git
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+
+          # Create and push tag
+          git tag "$NEW_VERSION"
+          git push origin "$NEW_VERSION"
+
+          # Create GitHub release
+          gh release create "$NEW_VERSION" \
+            --title "$NEW_VERSION" \
+            --notes-file /tmp/release_notes.md \
+            --latest
+
+          echo "✅ Released $NEW_VERSION"
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Comment on merged PRs
+        if: steps.version.outputs.skip != 'true'
+        run: |
+          LATEST_TAG="${{ steps.get_tag.outputs.latest_tag }}"
+          NEW_VERSION="${{ steps.version.outputs.new_version }}"
+
+          # Get PR numbers from commits since last tag
+          if [ "$LATEST_TAG" = "v0.0.0" ]; then
+            COMMITS=$(git log --pretty=format:"%H" HEAD)
+          else
+            COMMITS=$(git log --pretty=format:"%H" ${LATEST_TAG}..HEAD)
+          fi
+
+          # Find PRs associated with these commits
+          COMMENTED_PRS=""
+          while IFS= read -r sha; do
+            # Get PR number for this commit
+            PR_DATA=$(gh pr list --state merged --search "$sha" --json number --jq '.[0].number' 2>/dev/null || echo "")
+
+            if [ -n "$PR_DATA" ] && [ "$PR_DATA" != "null" ]; then
+              # Avoid duplicate comments
+              if [[ ! "$COMMENTED_PRS" =~ "$PR_DATA" ]]; then
+                gh pr comment "$PR_DATA" --body "🚀 Released in [$NEW_VERSION](https://github.com/${{ github.repository }}/releases/tag/$NEW_VERSION)" 2>/dev/null || true
+                COMMENTED_PRS="${COMMENTED_PRS} ${PR_DATA}"
+                echo "Commented on PR #$PR_DATA"
+              fi
+            fi
+          done <<< "$COMMITS"
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}