feat: implement zero-config system with Node.js 22 compatibility

- Add comprehensive zero-config preset system (production, development, minimal)
- Implement intelligent auto-configuration for models and storage
- Add Node.js version enforcement for ONNX Runtime stability
- Force single-threaded ONNX operations to prevent V8 HandleScope crashes
- Create extensible configuration architecture
- Add 14 distributed system presets for enterprise deployments
- Include detailed documentation and migration guides

BREAKING CHANGE: Now requires Node.js 22.x LTS for optimal stability

src/scripts/precomputePatternEmbeddings.ts

@@ -28,8 +28,8 @@ async function precomputeEmbeddings() {
   
   // Initialize Brainy with minimal config
   const brain = new BrainyData({
-    storage: { forceMemoryStorage: true },
-    logging: { verbose: false }
+    storage: 'memory',
+    verbose: false
   })
   
   await brain.init()