diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6aede3e..d5daa11 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -139,6 +139,22 @@ Each node must have a unique ID. Generate a new UUID using crypto.randomUUID() -
 
 Conceived by Romuald Członkowski - [www.aiadvisors.pl/en](https://www.aiadvisors.pl/en)
 
+### 🐛 Bug Fixes
+
+**Critical: AI Agent Validator Not Executing**
+
+Fixed nodeType format mismatch bug that prevented the AI Agent validator (Quick Win #3 above) from ever executing.
+
+**The Bug**: Switch case checked for `@n8n/n8n-nodes-langchain.agent` but nodeType was normalized to `nodes-langchain.agent` first, so validator never matched.
+
+**Fix**: Changed `enhanced-config-validator.ts:322` from `case '@n8n/n8n-nodes-langchain.agent':` to `case 'nodes-langchain.agent':`
+
+**Impact**: Without this fix, the AI Agent validator code from Quick Win #3 would never execute, missing 179 configuration errors (30% of failures).
+
+**Testing**: Added verification test in `enhanced-config-validator.test.ts:1137-1169` to ensure validator executes.
+
+**Discovery**: Found by n8n-mcp-tester agent during post-deployment verification of Quick Win #3.
+
 ## [2.22.12] - 2025-01-08
 
 ### 🐛 Bug Fixes
diff --git a/data/nodes.db b/data/nodes.db
index 288b78a..caaa50b 100644
Binary files a/data/nodes.db and b/data/nodes.db differ
diff --git a/src/services/enhanced-config-validator.ts b/src/services/enhanced-config-validator.ts
index 6c9c90f..3effd29 100644
--- a/src/services/enhanced-config-validator.ts
+++ b/src/services/enhanced-config-validator.ts
@@ -319,7 +319,7 @@ export class EnhancedConfigValidator extends ConfigValidator {
         NodeSpecificValidators.validateMySQL(context);
         break;
 
-      case '@n8n/n8n-nodes-langchain.agent':
+      case 'nodes-langchain.agent':
         NodeSpecificValidators.validateAIAgent(context);
         break;
 
diff --git a/tests/unit/services/enhanced-config-validator.test.ts b/tests/unit/services/enhanced-config-validator.test.ts
index 64df123..ac667cf 100644
--- a/tests/unit/services/enhanced-config-validator.test.ts
+++ b/tests/unit/services/enhanced-config-validator.test.ts
@@ -14,7 +14,8 @@ vi.mock('@/services/node-specific-validators', () => ({
     validateMongoDB: vi.fn(),
     validateWebhook: vi.fn(),
     validatePostgres: vi.fn(),
-    validateMySQL: vi.fn()
+    validateMySQL: vi.fn(),
+    validateAIAgent: vi.fn()
   }
 }));
 
@@ -1132,5 +1133,39 @@ describe('EnhancedConfigValidator', () => {
         }).not.toThrow();
       });
     });
+
+    describe('AI Agent node validation', () => {
+      it('should call validateAIAgent for AI Agent nodes', () => {
+        const nodeType = 'nodes-langchain.agent';
+        const config = {
+          promptType: 'define',
+          text: 'You are a helpful assistant'
+        };
+        const properties = [
+          { name: 'promptType', type: 'options', required: true },
+          { name: 'text', type: 'string', required: false }
+        ];
+
+        EnhancedConfigValidator.validateWithMode(
+          nodeType,
+          config,
+          properties,
+          'operation',
+          'ai-friendly'
+        );
+
+        // Verify the validator was called (fix for issue where it wasn't being called at all)
+        expect(NodeSpecificValidators.validateAIAgent).toHaveBeenCalledTimes(1);
+
+        // Verify it was called with a context object containing our config
+        const callArgs = (NodeSpecificValidators.validateAIAgent as any).mock.calls[0][0];
+        expect(callArgs).toHaveProperty('config');
+        expect(callArgs.config).toEqual(config);
+        expect(callArgs).toHaveProperty('errors');
+        expect(callArgs).toHaveProperty('warnings');
+        expect(callArgs).toHaveProperty('suggestions');
+        expect(callArgs).toHaveProperty('autofix');
+      });
+    });
   });
 });
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