diff --git a/.devcontainer.json b/.devcontainer.json
index 06ced1e..4ed2e94 100644
--- a/.devcontainer.json
+++ b/.devcontainer.json
@@ -30,7 +30,7 @@
     ],
     "name": "go-subtree dev container",
     "postCreateCommand": "magex lint && magex vet && magex test",
-    "postStartCommand": "go install github.com/magefile/mage/cmd/magex@latest",
+    "postStartCommand": "go install github.com/mrz1836/mage-x/cmd/magex@latest",
     "remoteUser": "vscode",
     "runArgs": [
         "--cap-drop=ALL",
diff --git a/.github/workflows/fortress-code-quality.yml b/.github/workflows/fortress-code-quality.yml
index 1267f0e..cd38461 100644
--- a/.github/workflows/fortress-code-quality.yml
+++ b/.github/workflows/fortress-code-quality.yml
@@ -111,21 +111,37 @@ jobs:
           runner-os: ${{ inputs.primary-runner }}
 
       # --------------------------------------------------------------------
-      # Run go vet with parallel execution
+      # Run go vet with sequential execution to avoid memory issues
       # --------------------------------------------------------------------
-      - name: 🔍 Go vet (parallel)
+      - name: 🔍 Go vet (sequential)
         run: |
-          echo "🚀 Running static analysis with go vet (parallel mode)..."
+          echo "🚀 Running static analysis with go vet (sequential mode)..."
           GO_MODULE_DIR="${{ env.GO_MODULE_DIR }}"
 
+          # Run go vet on packages sequentially to reduce memory usage
           if [ -n "$GO_MODULE_DIR" ]; then
-            echo "🔧 Running magex vet from directory: $GO_MODULE_DIR"
-            (cd "$GO_MODULE_DIR" && magex vet)
+            echo "🔧 Running go vet from directory: $GO_MODULE_DIR"
+            cd "$GO_MODULE_DIR"
           else
-            echo "🔧 Running magex vet from repository root"
-            magex vet
+            echo "🔧 Running go vet from repository root"
           fi
 
+          # Get all packages and vet them one at a time
+          PACKAGES=$(go list ./... 2>/dev/null | grep -v /vendor/)
+          TOTAL=$(echo "$PACKAGES" | wc -l | xargs)
+          CURRENT=0
+
+          echo "📦 Found $TOTAL packages to vet"
+
+          for pkg in $PACKAGES; do
+            CURRENT=$((CURRENT + 1))
+            echo "[$CURRENT/$TOTAL] Vetting $pkg..."
+            if ! go vet "$pkg"; then
+              echo "❌ go vet failed on package: $pkg"
+              exit 1
+            fi
+          done
+
           echo "✅ Static analysis completed successfully"
 
       # --------------------------------------------------------------------
@@ -138,7 +154,7 @@ jobs:
           echo "| Analysis Details | Status |" >> $GITHUB_STEP_SUMMARY
           echo "|---|---|" >> $GITHUB_STEP_SUMMARY
           echo "| **Tool** | go vet (Official Go Static Analyzer) |" >> $GITHUB_STEP_SUMMARY
-          echo "| **Execution** | Project packages only |" >> $GITHUB_STEP_SUMMARY
+          echo "| **Execution** | Sequential (memory-optimized) |" >> $GITHUB_STEP_SUMMARY
           echo "| **Scope** | ./... (excludes dependencies) |" >> $GITHUB_STEP_SUMMARY
           echo "| **Result** | ✅ No issues found |" >> $GITHUB_STEP_SUMMARY
           echo "" >> $GITHUB_STEP_SUMMARY