diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 968b3e1..4ffd581 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -94,19 +94,19 @@ jobs:
         uses: actions/cache@v4
         with:
           path: |
-            ~/.cargo/bin/cargo-tauri
+            ~/.cargo/bin/cargo-tauri*
             ~/.cargo/registry
             ~/.cargo/git
           key: ${{ runner.os }}-${{ matrix.target }}-cargo-tauri-v2-${{ hashFiles('src-tauri/Cargo.lock') }}
 
       - name: Install Tauri CLI (cargo plugin)
-        if: steps.cache-tauri-cli.outputs.cache-hit != 'true'
-        run: cargo install tauri-cli --locked
+        shell: bash
+        run: cargo tauri --version || cargo install tauri-cli --locked
 
       - name: Install dependencies (macOS)
         if: matrix.platform == 'macos-latest'
         run: |
-          brew install create-dmg
+          brew install apache-arrow create-dmg libomp
 
       - name: Install dependencies (Linux)
         if: matrix.platform == 'ubuntu-latest' || matrix.platform == 'ubuntu-24.04-arm'
@@ -171,6 +171,15 @@ jobs:
           LBUG_TARGET_DIR: ${{ github.workspace }}/src-tauri/liblbug
         run: bash scripts/download-liblbug.sh
 
+      - name: Download icebug
+        env:
+          ICEBUG_TARGET_DIR: ${{ github.workspace }}/src-tauri/icebug
+        run: bash scripts/download_icebug.sh
+
+      - name: Stage macOS dylibs
+        if: matrix.platform == 'macos-latest'
+        run: bash scripts/stage_macos_frameworks.sh
+
       - name: Build Tauri app (Linux)
         if: matrix.platform == 'ubuntu-latest' || matrix.platform == 'ubuntu-24.04-arm'
         run: pnpm tauri build --target ${{ matrix.target }} --bundles ${{ matrix.bundles }} --verbose
@@ -181,8 +190,14 @@ jobs:
           LD_LIBRARY_PATH: ${{ github.workspace }}/src-tauri/liblbug
           NO_STRIP: "true"  # https://github.com/tauri-apps/tauri/issues/14796
 
-      - name: Build Tauri app (macOS/Windows)
-        if: matrix.platform == 'macos-latest' || matrix.platform == 'windows-latest'
+      - name: Build Tauri app (macOS)
+        if: matrix.platform == 'macos-latest'
+        run: pnpm tauri build --target ${{ matrix.target }} --bundles ${{ matrix.bundles }} --features icebug-analytics --verbose
+        env:
+          CXXFLAGS: -I/opt/homebrew/opt/libomp/include
+
+      - name: Build Tauri app (Windows)
+        if: matrix.platform == 'windows-latest'
         run: pnpm tauri build --target ${{ matrix.target }} --bundles ${{ matrix.bundles }} --verbose
 
       - name: Upload artifacts
diff --git a/.gitignore b/.gitignore
index 3100e22..23af211 100644
--- a/.gitignore
+++ b/.gitignore
@@ -32,4 +32,6 @@ pnpm-lock.yaml
 # Tauri
 src-tauri/target/
 src-tauri/liblbug/
+src-tauri/icebug/
+src-tauri/macos-frameworks/
 src-tauri/gen/
diff --git a/package.json b/package.json
index a779a6c..e9662c1 100644
--- a/package.json
+++ b/package.json
@@ -4,7 +4,7 @@
   "version": "0.15.1",
   "type": "module",
   "scripts": {
-    "setup": "bash scripts/download-liblbug.sh",
+    "setup": "bash scripts/download-liblbug.sh && bash scripts/download_icebug.sh && bash scripts/stage_macos_frameworks.sh",
     "dev:frontend": "vite",
     "build:frontend": "tsc -b && vite build",
     "tauri": "cargo tauri",
diff --git a/scripts/download_icebug.sh b/scripts/download_icebug.sh
new file mode 100755
index 0000000..c785d84
--- /dev/null
+++ b/scripts/download_icebug.sh
@@ -0,0 +1,89 @@
+#!/usr/bin/env bash
+# Download the platform-specific Icebug prebuilt into src-tauri/icebug.
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+PROJECT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
+
+REPOSITORY="${ICEBUG_GITHUB_REPOSITORY:-Ladybug-Memory/icebug}"
+TARGET_DIR="${ICEBUG_TARGET_DIR:-$PROJECT_DIR/src-tauri/icebug}"
+VERSION="${ICEBUG_VERSION:-12.8}"
+
+OS="$(uname -s)"
+ARCH="$(uname -m)"
+
+case "$OS" in
+  Darwin)
+    ASSET_OS="macos"
+    ;;
+  Linux)
+    ASSET_OS="linux"
+    ;;
+  MINGW*|MSYS*|CYGWIN*)
+    ASSET_OS="win"
+    ;;
+  *)
+    echo "Unsupported OS: $OS" >&2
+    exit 1
+    ;;
+esac
+
+case "$ARCH" in
+  arm64|aarch64)
+    ASSET_ARCH="arm64"
+    ;;
+  x86_64)
+    if [ "$ASSET_OS" = "win" ]; then
+      ASSET_ARCH="amd64"
+    else
+      ASSET_ARCH="x86_64"
+    fi
+    ;;
+  *)
+    echo "Unsupported architecture: $ARCH" >&2
+    exit 1
+    ;;
+esac
+
+if [ "$ASSET_OS" = "win" ]; then
+  ARCHIVE="icebug-${ASSET_OS}-${ASSET_ARCH}.zip"
+else
+  ARCHIVE="icebug-${ASSET_OS}-${ASSET_ARCH}.tar.gz"
+fi
+
+LIB_NAME="libnetworkit.so"
+case "$ASSET_OS" in
+  macos)
+    LIB_NAME="libnetworkit.dylib"
+    ;;
+  win)
+    LIB_NAME="networkit.lib"
+    ;;
+esac
+
+if [ -f "$TARGET_DIR/lib/$LIB_NAME" ] && [ -d "$TARGET_DIR/include/networkit" ]; then
+  echo "icebug already exists in $TARGET_DIR"
+  exit 0
+fi
+
+mkdir -p "$TARGET_DIR"
+TMPDIR="$(mktemp -d)"
+trap 'rm -rf "$TMPDIR"' EXIT
+
+DOWNLOAD_URL="https://github.com/${REPOSITORY}/releases/download/${VERSION}/${ARCHIVE}"
+echo "Downloading $DOWNLOAD_URL ..."
+curl -fSL "$DOWNLOAD_URL" -o "$TMPDIR/$ARCHIVE"
+
+rm -rf "$TARGET_DIR/include" "$TARGET_DIR/lib" "$TARGET_DIR/extlibs"
+if [[ "$ARCHIVE" == *.zip ]]; then
+  unzip -q "$TMPDIR/$ARCHIVE" -d "$TARGET_DIR"
+else
+  tar xzf "$TMPDIR/$ARCHIVE" -C "$TARGET_DIR"
+fi
+
+if [ ! -f "$TARGET_DIR/lib/$LIB_NAME" ]; then
+  echo "Expected Icebug library not found at $TARGET_DIR/lib/$LIB_NAME" >&2
+  exit 1
+fi
+
+echo "Installed $ARCHIVE to $TARGET_DIR"
diff --git a/scripts/patch_macos_bundle_dylibs.sh b/scripts/patch_macos_bundle_dylibs.sh
new file mode 100755
index 0000000..2e4f222
--- /dev/null
+++ b/scripts/patch_macos_bundle_dylibs.sh
@@ -0,0 +1,96 @@
+#!/usr/bin/env bash
+# Rewrite macOS release binaries to load bundled dylibs from Contents/Frameworks.
+set -euo pipefail
+
+if [ "$(uname -s)" != "Darwin" ]; then
+  echo "Skipping macOS dylib patching on $(uname -s)"
+  exit 0
+fi
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+PROJECT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
+TAURI_DIR="$PROJECT_DIR/src-tauri"
+
+find_frameworks_dirs() {
+  find "$TAURI_DIR/target" -type d -name Frameworks -print 2>/dev/null
+}
+
+change_if_present() {
+  local binary="$1"
+  local old="$2"
+  local new="$3"
+
+  if otool -L "$binary" | awk '{ print $1 }' | grep -Fxq "$old"; then
+    install_name_tool -change "$old" "$new" "$binary"
+  fi
+}
+
+patch_binary() {
+  local binary="$1"
+
+  while IFS= read -r dep; do
+    case "$dep" in
+      *libarrow*.dylib)
+        change_if_present "$binary" "$dep" "@rpath/libarrow.icebug.dylib"
+        ;;
+      *libomp.dylib)
+        change_if_present "$binary" "$dep" "@rpath/libomp.dylib"
+        ;;
+      *libnetworkit.dylib)
+        change_if_present "$binary" "$dep" "@rpath/libnetworkit.dylib"
+        ;;
+      *liblbug*.dylib)
+        change_if_present "$binary" "$dep" "@rpath/liblbug.0.dylib"
+        ;;
+    esac
+  done < <(otool -L "$binary" | awk 'NR > 1 { print $1 }')
+}
+
+patched_any=0
+while IFS= read -r binary; do
+  chmod u+w "$binary"
+  patch_binary "$binary"
+  patched_any=1
+  echo "Patched load commands in $binary"
+done < <(find "$TAURI_DIR/target" -path '*/release/bugscope' -type f -perm -111 -print 2>/dev/null)
+
+if [ "$patched_any" -eq 0 ]; then
+  echo "Could not find a release bugscope binary under $TAURI_DIR/target" >&2
+  exit 1
+fi
+
+while IFS= read -r frameworks_dir; do
+  [ -d "$frameworks_dir" ] || continue
+
+  for dylib in "$frameworks_dir"/*.dylib; do
+    [ -f "$dylib" ] || continue
+    chmod u+w "$dylib"
+  done
+
+  if [ -f "$frameworks_dir/libarrow.icebug.dylib" ]; then
+    install_name_tool -id "@rpath/libarrow.icebug.dylib" "$frameworks_dir/libarrow.icebug.dylib"
+    patch_binary "$frameworks_dir/libarrow.icebug.dylib"
+  fi
+
+  if [ -f "$frameworks_dir/libnetworkit.dylib" ]; then
+    install_name_tool -id "@rpath/libnetworkit.dylib" "$frameworks_dir/libnetworkit.dylib"
+    patch_binary "$frameworks_dir/libnetworkit.dylib"
+  fi
+
+  if [ -f "$frameworks_dir/liblbug.0.dylib" ]; then
+    install_name_tool -id "@rpath/liblbug.0.dylib" "$frameworks_dir/liblbug.0.dylib"
+    patch_binary "$frameworks_dir/liblbug.0.dylib"
+  fi
+
+  if [ -f "$frameworks_dir/liblbug.dylib" ]; then
+    install_name_tool -id "@rpath/liblbug.dylib" "$frameworks_dir/liblbug.dylib"
+    patch_binary "$frameworks_dir/liblbug.dylib"
+  fi
+
+  if [ -f "$frameworks_dir/libomp.dylib" ]; then
+    install_name_tool -id "@rpath/libomp.dylib" "$frameworks_dir/libomp.dylib"
+    patch_binary "$frameworks_dir/libomp.dylib"
+  fi
+
+  echo "Patched bundled dylibs in $frameworks_dir"
+done < <(find_frameworks_dirs)
diff --git a/scripts/stage_macos_frameworks.sh b/scripts/stage_macos_frameworks.sh
new file mode 100755
index 0000000..53eda14
--- /dev/null
+++ b/scripts/stage_macos_frameworks.sh
@@ -0,0 +1,110 @@
+#!/usr/bin/env bash
+# Stage dylibs that Tauri should copy into Contents/Frameworks on macOS.
+set -euo pipefail
+
+if [ "$(uname -s)" != "Darwin" ]; then
+  echo "Skipping macOS framework staging on $(uname -s)"
+  exit 0
+fi
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+PROJECT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
+TAURI_DIR="$PROJECT_DIR/src-tauri"
+ICEBUG_DIR="${ICEBUG_DIR:-$TAURI_DIR/icebug}"
+FRAMEWORKS_DIR="$TAURI_DIR/macos-frameworks"
+
+NETWORKIT_SRC="$ICEBUG_DIR/lib/libnetworkit.dylib"
+LBUG_SRC="$TAURI_DIR/liblbug/liblbug.0.dylib"
+
+if [ ! -f "$NETWORKIT_SRC" ]; then
+  echo "Missing $NETWORKIT_SRC. Run scripts/download_icebug.sh first." >&2
+  exit 1
+fi
+
+if [ ! -f "$LBUG_SRC" ]; then
+  echo "Missing $LBUG_SRC. Run scripts/download-liblbug.sh first." >&2
+  exit 1
+fi
+
+dep_path() {
+  local lib="$1"
+  local pattern="$2"
+  otool -L "$lib" | awk -v pattern="$pattern" '$1 ~ pattern { print $1; exit }'
+}
+
+resolve_dep() {
+  local dep="$1"
+  local loader_dir="$2"
+
+  case "$dep" in
+    @loader_path/*)
+      echo "$loader_dir/${dep#@loader_path/}"
+      ;;
+    @rpath/*)
+      local name="${dep#@rpath/}"
+      if [ -f "$ICEBUG_DIR/lib/$name" ]; then
+        echo "$ICEBUG_DIR/lib/$name"
+      elif [ -f "/opt/homebrew/opt/apache-arrow/lib/$name" ]; then
+        echo "/opt/homebrew/opt/apache-arrow/lib/$name"
+      elif [ -f "/usr/local/opt/apache-arrow/lib/$name" ]; then
+        echo "/usr/local/opt/apache-arrow/lib/$name"
+      elif [ -f "/opt/homebrew/opt/libomp/lib/$name" ]; then
+        echo "/opt/homebrew/opt/libomp/lib/$name"
+      elif [ -f "/usr/local/opt/libomp/lib/$name" ]; then
+        echo "/usr/local/opt/libomp/lib/$name"
+      else
+        echo "$dep"
+      fi
+      ;;
+    *)
+      echo "$dep"
+      ;;
+  esac
+}
+
+NETWORKIT_DIR="$(cd "$(dirname "$NETWORKIT_SRC")" && pwd)"
+ARROW_DEP="$(dep_path "$NETWORKIT_SRC" 'libarrow[.].*[.]dylib')"
+OMP_DEP="$(dep_path "$NETWORKIT_SRC" 'libomp[.]dylib')"
+
+if [ -z "$ARROW_DEP" ]; then
+  echo "Could not find libarrow dependency in $NETWORKIT_SRC" >&2
+  exit 1
+fi
+
+ARROW_SRC="$(resolve_dep "$ARROW_DEP" "$NETWORKIT_DIR")"
+if [ ! -f "$ARROW_SRC" ]; then
+  echo "Icebug requires $ARROW_DEP, but it was not found at $ARROW_SRC" >&2
+  echo "Install the matching Apache Arrow C++ package before building." >&2
+  exit 1
+fi
+
+if [ -n "$OMP_DEP" ]; then
+  OMP_SRC="$(resolve_dep "$OMP_DEP" "$NETWORKIT_DIR")"
+  if [ ! -f "$OMP_SRC" ]; then
+    echo "Icebug requires $OMP_DEP, but it was not found at $OMP_SRC" >&2
+    echo "Install libomp before building." >&2
+    exit 1
+  fi
+else
+  OMP_SRC=""
+fi
+
+mkdir -p "$FRAMEWORKS_DIR"
+cp -f "$NETWORKIT_SRC" "$FRAMEWORKS_DIR/libnetworkit.dylib"
+cp -f "$ARROW_SRC" "$FRAMEWORKS_DIR/libarrow.icebug.dylib"
+cp -f "$LBUG_SRC" "$FRAMEWORKS_DIR/liblbug.0.dylib"
+cp -f "$LBUG_SRC" "$FRAMEWORKS_DIR/liblbug.dylib"
+
+if [ -n "$OMP_SRC" ]; then
+  cp -f "$OMP_SRC" "$FRAMEWORKS_DIR/libomp.dylib"
+fi
+
+chmod u+w "$FRAMEWORKS_DIR"/*.dylib
+
+echo "Staged macOS frameworks in $FRAMEWORKS_DIR"
+echo "  libnetworkit.dylib <= $NETWORKIT_SRC"
+echo "  libarrow.icebug.dylib <= $ARROW_SRC (from $ARROW_DEP)"
+echo "  liblbug.0.dylib <= $LBUG_SRC"
+if [ -n "$OMP_SRC" ]; then
+  echo "  libomp.dylib <= $OMP_SRC"
+fi
diff --git a/src-tauri/.cargo/config.toml b/src-tauri/.cargo/config.toml
index 40558af..de46d08 100644
--- a/src-tauri/.cargo/config.toml
+++ b/src-tauri/.cargo/config.toml
@@ -5,6 +5,7 @@
 LBUG_LIBRARY_DIR = { value = "liblbug", relative = true }
 LBUG_INCLUDE_DIR = { value = "liblbug", relative = true }
 LBUG_SHARED = "1"
+ICEBUG_DIR = { value = "icebug", relative = true }
 
 # Embed rpath so the binary can find liblbug.dylib at runtime.
 # First rpath: for production .app bundles (Contents/Frameworks/)
diff --git a/src-tauri/tauri.conf.json b/src-tauri/tauri.conf.json
index e04ce4a..d3d976c 100644
--- a/src-tauri/tauri.conf.json
+++ b/src-tauri/tauri.conf.json
@@ -7,7 +7,8 @@
     "frontendDist": "../dist",
     "devUrl": "http://localhost:5173",
     "beforeDevCommand": "npm run dev:frontend",
-    "beforeBuildCommand": "npm run build:frontend"
+    "beforeBuildCommand": "npm run build:frontend && bash scripts/stage_macos_frameworks.sh",
+    "beforeBundleCommand": "bash scripts/patch_macos_bundle_dylibs.sh"
   },
   "app": {
     "windows": [
@@ -32,7 +33,13 @@
       "icons/icon.png"
     ],
     "macOS": {
-      "frameworks": ["liblbug/liblbug.dylib"],
+      "frameworks": [
+        "macos-frameworks/liblbug.0.dylib",
+        "macos-frameworks/liblbug.dylib",
+        "macos-frameworks/libnetworkit.dylib",
+        "macos-frameworks/libarrow.icebug.dylib",
+        "macos-frameworks/libomp.dylib"
+      ],
       "minimumSystemVersion": "13.3"
     }
   }