diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d189789..71761e7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -3,11 +3,11 @@ name: Create Release on Push (GitHub)
 on:
   push:
     branches:
-      - master # or your default branch, e.g., master
+      - master # or your default branch
   workflow_dispatch: # Allows manual triggering of the workflow
 
 jobs:
-  build_linux:
+  build_linux_amd64:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
@@ -18,16 +18,39 @@ jobs:
       - name: Install build dependencies
         run: sudo apt-get update && sudo apt-get install -y build-essential
 
-      - name: Build project for Linux
+      - name: Build project for Linux (AMD64)
         run: make all
         working-directory: ${{ github.workspace }}
 
-      - name: Upload Linux artifact
+      - name: Upload Linux AMD64 artifact
         uses: actions/upload-artifact@v4
         with:
           name: agg-linux-amd64
           path: bin/agg
 
+  build_linux_aarch64:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: Install cross-compilation tools
+        run: |\
+          sudo apt-get update
+          sudo apt-get install -y build-essential gcc-aarch64-linux-gnu
+
+      - name: Build project for Linux (AArch64)
+        run: make CC=aarch64-linux-gnu-gcc all
+        working-directory: ${{ github.workspace }}
+
+      - name: Upload Linux AArch64 artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: agg-linux-aarch64
+          path: bin/agg
+
   build_windows_amd64:
     runs-on: windows-latest
     steps:
@@ -37,120 +60,75 @@ jobs:
           fetch-depth: 0
 
       - name: Install MinGW/GCC and Make
-        run: |
+        run: |\
           choco install mingw --limit-features
           choco install make --limit-features
           # Add MinGW bin directory to PATH for the current session
-          echo "C:\ProgramData\chocolatey\lib\mingw\tools\install\mingw64\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding Utf8 -Append
+          "C:\ProgramData\chocolatey\lib\mingw\tools\install\mingw64\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding Utf8 -Append
         shell: powershell
 
-      - name: Build project for Windows
+      - name: Build project for Windows (AMD64)
         run: make all
         working-directory: ${{ github.workspace }}
-        shell: pwsh # Using PowerShell for more reliable path handling on Windows
+        shell: pwsh
 
-      - name: Upload Windows artifact
+      - name: Upload Windows AMD64 artifact
         uses: actions/upload-artifact@v4
         with:
           name: agg-windows-amd64
           path: bin/agg.exe
 
-  build_linux_aarch64:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-        with:
-          fetch-depth: 0
-
-      - name: Install cross-compilation tools
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y build-essential gcc-aarch64-linux-gnu
-
-      - name: Build project for Linux (aarch64)
-        run: make CC=aarch64-linux-gnu-gcc all
-        working-directory: ${{ github.workspace }}
-
-      - name: Upload Linux aarch64 artifact
-        uses: actions/upload-artifact@v4
-        with:
-          name: agg-linux-aarch64
-          path: bin/agg
-
   build_windows_aarch64:
-    runs-on: ubuntu-latest # Cross-compile from Linux runner
+    runs-on: windows-latest # Cross-compile from an x64 Windows runner
     steps:
       - name: Checkout code
         uses: actions/checkout@v3
         with:
           fetch-depth: 0
 
-      - name: Install cross-compilation tools for Windows (AArch64)
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y build-essential g++-aarch64-w64-mingw32
+      - name: Install MinGW-w64 AArch64 toolchain
+        run: |\
+          # Attempt to install via Choco. Package names for AArch64 MinGW can vary.
+          # We'll try common package names. If these fail, manual download/setup of a toolchain
+          # from MSYS2 or similar might be needed.
+          choco install mingw-w64-ucrt-aarch64 --limit-features || `
+          choco install mingw-w64-arm-none-eabi --limit-features || `
+          Write-Host "Could not install AArch64 MinGW via Choco. Manual intervention might be needed." -ForegroundColor Red
+
+          # Add the appropriate bin directory to PATH for the current session.
+          # This path depends on which choco package was actually installed.
+          # We'll try common paths.
+          if (Test-Path "C:\\ProgramData\\chocolatey\\lib\\mingw-w64-ucrt-aarch64\\tools\\install\\mingw64\\bin") {
+              "C:\\ProgramData\\chocolatey\\lib\\mingw-w64-ucrt-aarch64\\tools\\install\\mingw64\\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding Utf8 -Append
+          } elseif (Test-Path "C:\\ProgramData\\chocolatey\\lib\\mingw-w64-arm-none-eabi\\tools\\install\\mingw64\\bin") {
+              "C:\\ProgramData\\chocolatey\\lib\\mingw-w64-arm-none-eabi\\tools\\install\\mingw64\\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding Utf8 -Append
+          } else {
+              Write-Host "Could not find MinGW AArch64 bin path after install. Build might fail." -ForegroundColor Yellow
+          }
+        shell: powershell
 
       - name: Build project for Windows (AArch64)
         run: make CC=aarch64-w64-mingw32-gcc all
         working-directory: ${{ github.workspace }}
+        shell: pwsh # Use PowerShell for consistent path handling
 
-      - name: Upload Windows aarch64 artifact
+      - name: Upload Windows AArch64 artifact
         uses: actions/upload-artifact@v4
         with:
           name: agg-windows-aarch64
           path: bin/agg.exe # Windows executables have .exe extension
 
- build_windows_aarch64:
-   runs-on: windows-latest # Cross-compile from an x64 Windows runner
-   steps:
-     - name: Checkout code
-       uses: actions/checkout@v3
-       with:
-         fetch-depth: 0
-
-     - name: Install MinGW-w64 AArch64 toolchain
-       run: |
-         # Attempt to install via Choco. Package names for AArch64 MinGW can vary.
-         # We'll try common package names. If these fail, manual download/setup of a toolchain
-         # from MSYS2 or similar might be needed.
-         choco install mingw-w64-ucrt-aarch64 --limit-features || \
-         choco install mingw-w64-arm-none-eabi --limit-features || \
-         Write-Host "Could not install AArch64 MinGW via Choco. Manual intervention might be needed." -ForegroundColor Red
-
-         # Add the appropriate bin directory to PATH for the current session.
-         # This path depends on which choco package was actually installed.
-         # We'll try common paths.
-         if (Test-Path "C:\ProgramData\chocolatey\lib\mingw-w64-ucrt-aarch64\tools\install\mingw64\bin") {
-             "C:\ProgramData\chocolatey\lib\mingw-w64-ucrt-aarch64\tools\install\mingw64\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding Utf8 -Append
-         } elseif (Test-Path "C:\ProgramData\chocolatey\lib\mingw-w64-arm-none-eabi\tools\install\mingw64\bin") {
-             "C:\ProgramData\chocolatey\lib\mingw-w64-arm-none-eabi\tools\install\mingw64\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding Utf8 -Append
-         } else {
-             Write-Host "Could not find MinGW AArch64 bin path after install. Build might fail." -ForegroundColor Yellow
-         }
-       shell: powershell
-
-     - name: Build project for Windows (AArch64)
-       run: make CC=aarch64-w64-mingw32-gcc all
-       working-directory: ${{ github.workspace }}
-       shell: pwsh # Use PowerShell for consistent path handling
-
-     - name: Upload Windows aarch64 artifact
-       uses: actions/upload-artifact@v4
-       with:
-         name: agg-windows-aarch64
-         path: bin/agg.exe # Windows executables have .exe extension
-
- create_release_and_upload_assets:
-   runs-on: ubuntu-latest
-   needs: [
-       build_linux,
-       build_windows_amd64,
-       build_linux_aarch64,
-       build_windows_aarch64,
-     ] # Depends on all build jobs to complete
-   permissions:
-     contents: write # Grant write permissions to the GITHUB_TOKEN for creating releases
+  create_release_and_upload_assets:
+    runs-on: ubuntu-latest
+    needs:
+      [
+        build_linux_amd64,
+        build_linux_aarch64,
+        build_windows_amd64,
+        build_windows_aarch64,
+      ]
+    permissions:
+      contents: write # Grant write permissions to the GITHUB_TOKEN for creating releases
 
     steps:
       - name: Checkout code
@@ -160,7 +138,7 @@ jobs:
 
       - name: Get latest unique tag
         id: get_tag
-        run: |
+        run: |\
           LATEST_TAG=$(git tag --sort=-v:refname | head -n1 || echo "v0.0.0")
           echo "Debug: Initial LATEST_TAG: $LATEST_TAG"
 
@@ -194,63 +172,51 @@ jobs:
         id: create_release
         uses: actions/create-release@v1
         env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # Use the default GITHUB_TOKEN
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
           tag_name: ${{ env.NEW_TAG }}
           release_name: Release ${{ env.NEW_TAG }}
-          body: |
+          body: |\
             Automated release created on push.
             Commit: ${{ github.sha }}
           draft: false
           prerelease: false
 
-      - name: Download Linux artifact
+      - name: Download Linux AMD64 artifact
         uses: actions/download-artifact@v4
         with:
           name: agg-linux-amd64
-          path: ./artifacts/linux/
+          path: ./artifacts/linux-amd64/
 
-      - name: Download Windows artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: agg-windows-amd64
-          path: ./artifacts/windows/
-
-      - name: Download Linux aarch64 artifact
+      - name: Download Linux AArch64 artifact
         uses: actions/download-artifact@v4
         with:
           name: agg-linux-aarch64
           path: ./artifacts/linux-aarch64/
 
-      - name: Upload Linux Release Asset
-        uses: actions/upload-release-asset@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Download Windows AMD64 artifact
+        uses: actions/download-artifact@v4
         with:
-          upload_url: ${{ steps.create_release.outputs.upload_url }}
-          asset_path: ./artifacts/linux/agg
-          asset_name: agg-${{ env.NEW_TAG }}-linux-amd64
-          asset_content_type: application/octet-stream
+          name: agg-windows-amd64
+          path: ./artifacts/windows-amd64/
 
-      - name: Download Windows aarch64 artifact
+      - name: Download Windows AArch64 artifact
         uses: actions/download-artifact@v4
         with:
           name: agg-windows-aarch64
           path: ./artifacts/windows-aarch64/
 
-      - name: Upload Windows aarch64 Release Asset
+      - name: Upload Linux AMD64 Release Asset
         uses: actions/upload-release-asset@v1
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
           upload_url: ${{ steps.create_release.outputs.upload_url }}
-          asset_path: ./artifacts/windows-aarch64/agg.exe
-          asset_name: agg-${{ env.NEW_TAG }}-windows-aarch64.exe
+          asset_path: ./artifacts/linux-amd64/agg
+          asset_name: agg-${{ env.NEW_TAG }}-linux-amd64
           asset_content_type: application/octet-stream
 
-
-
-      - name: Upload Linux aarch64 Release Asset
+      - name: Upload Linux AArch64 Release Asset
         uses: actions/upload-release-asset@v1
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -260,13 +226,17 @@ jobs:
           asset_name: agg-${{ env.NEW_TAG }}-linux-aarch64
           asset_content_type: application/octet-stream
 
-      - name: Download Windows aarch64 artifact
-        uses: actions/download-artifact@v4
+      - name: Upload Windows AMD64 Release Asset
+        uses: actions/upload-release-asset@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
-          name: agg-windows-aarch64
-          path: ./artifacts/windows-aarch64/
+          upload_url: ${{ steps.create_release.outputs.upload_url }}
+          asset_path: ./artifacts/windows-amd64/agg.exe
+          asset_name: agg-${{ env.NEW_TAG }}-windows-amd64.exe
+          asset_content_type: application/octet-stream
 
-      - name: Upload Windows aarch64 Release Asset
+      - name: Upload Windows AArch64 Release Asset
         uses: actions/upload-release-asset@v1
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -275,13 +245,3 @@ jobs:
           asset_path: ./artifacts/windows-aarch64/agg.exe
           asset_name: agg-${{ env.NEW_TAG }}-windows-aarch64.exe
           asset_content_type: application/octet-stream
-
-      - name: Upload Windows Release Asset
-        uses: actions/upload-release-asset@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        with:
-          upload_url: ${{ steps.create_release.outputs.upload_url }}
-          asset_path: ./artifacts/windows/agg.exe
-          asset_name: agg-${{ env.NEW_TAG }}-windows-amd64.exe
-          asset_content_type: application/octet-stream