diff --git a/frontend/.eslintrc.json b/frontend/.eslintrc.json
index 1ebe95e..b4803d0 100644
--- a/frontend/.eslintrc.json
+++ b/frontend/.eslintrc.json
@@ -1,6 +1,12 @@
 {
   "extends": "next/core-web-vitals",
   "rules": {
+    "no-console": [
+      "error",
+      {
+        "allow": []
+      }
+    ],
     "no-restricted-globals": [
       "warn",
       {
diff --git a/frontend/src/app/admin/page.tsx b/frontend/src/app/admin/page.tsx
index 8b461a9..f6b073f 100644
--- a/frontend/src/app/admin/page.tsx
+++ b/frontend/src/app/admin/page.tsx
@@ -58,7 +58,6 @@ export default function AdminPage() {
         const statsData = await apiClient.get<SystemStats>("/api-internal/v1/settings/system-info");
         setStats(statsData);
       } catch (error) {
-        console.error("Failed to fetch system stats:", error);
       }
 
       // Fetch recent activity
@@ -66,10 +65,8 @@ export default function AdminPage() {
         const activityData = await apiClient.get("/api-internal/v1/audit?page=1&size=10") as any;
         setRecentActivity(activityData.logs || []);
       } catch (error) {
-        console.error("Failed to fetch recent activity:", error);
       }
     } catch (error) {
-      console.error("Failed to fetch admin data:", error);
     } finally {
       setLoading(false);
     }
diff --git a/frontend/src/app/analytics/page.tsx b/frontend/src/app/analytics/page.tsx
index 766f1e1..f82ede2 100644
--- a/frontend/src/app/analytics/page.tsx
+++ b/frontend/src/app/analytics/page.tsx
@@ -68,7 +68,6 @@ function AnalyticsPageContent() {
       setData(analyticsData);
       setLastUpdated(new Date());
     } catch (error) {
-      console.error('Failed to fetch analytics:', error);
       // Set empty data structure on error
       setData({
         overview: {
diff --git a/frontend/src/app/api-keys/page.tsx b/frontend/src/app/api-keys/page.tsx
index 82ecbab..61b6045 100644
--- a/frontend/src/app/api-keys/page.tsx
+++ b/frontend/src/app/api-keys/page.tsx
@@ -157,7 +157,6 @@ export default function ApiKeysPage() {
       const result = await apiClient.get("/api-internal/v1/api-keys") as any;
       setApiKeys(result.api_keys || result.data || []);
     } catch (error) {
-      console.error("Failed to fetch API keys:", error);
       toast({
         title: "Error",
         description: "Failed to fetch API keys",
@@ -173,7 +172,6 @@ export default function ApiKeysPage() {
       const result = await apiClient.get("/api-internal/v1/llm/models") as any;
       setAvailableModels(result.data || []);
     } catch (error) {
-      console.error("Failed to fetch models:", error);
       setAvailableModels([]);
     }
   };
@@ -183,7 +181,6 @@ export default function ApiKeysPage() {
       const result = await apiClient.get("/api-internal/v1/chatbot/list") as any;
       setAvailableChatbots(result || []);
     } catch (error) {
-      console.error("Failed to fetch chatbots:", error);
       setAvailableChatbots([]);
     }
   };
@@ -214,7 +211,6 @@ export default function ApiKeysPage() {
 
       await fetchApiKeys();
     } catch (error) {
-      console.error("Failed to create API key:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to create API key",
@@ -237,7 +233,6 @@ export default function ApiKeysPage() {
 
       await fetchApiKeys();
     } catch (error) {
-      console.error("Failed to toggle API key:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to update API key",
@@ -262,7 +257,6 @@ export default function ApiKeysPage() {
       setShowRegenerateDialog(null);
       await fetchApiKeys();
     } catch (error) {
-      console.error("Failed to regenerate API key:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to regenerate API key",
@@ -289,7 +283,6 @@ export default function ApiKeysPage() {
 
       await fetchApiKeys();
     } catch (error) {
-      console.error("Failed to delete API key:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to delete API key",
@@ -321,7 +314,6 @@ export default function ApiKeysPage() {
       setEditKeyData({});
       await fetchApiKeys();
     } catch (error) {
-      console.error("Failed to update API key:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to update API key",
diff --git a/frontend/src/app/api/analytics/overview/route.ts b/frontend/src/app/api/analytics/overview/route.ts
index b48a21f..c21949f 100644
--- a/frontend/src/app/api/analytics/overview/route.ts
+++ b/frontend/src/app/api/analytics/overview/route.ts
@@ -7,7 +7,6 @@ export async function GET() {
     const data = await handleProxyResponse(response, 'Failed to fetch analytics overview')
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching analytics overview:', error)
     return NextResponse.json(
       { error: 'Failed to fetch analytics overview' },
       { status: 500 }
diff --git a/frontend/src/app/api/analytics/route.ts b/frontend/src/app/api/analytics/route.ts
index 3ed0d38..4adddf7 100644
--- a/frontend/src/app/api/analytics/route.ts
+++ b/frontend/src/app/api/analytics/route.ts
@@ -7,7 +7,6 @@ export async function GET() {
     const data = await handleProxyResponse(response, 'Failed to fetch analytics')
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching analytics:', error)
     return NextResponse.json(
       { error: 'Failed to fetch analytics' },
       { status: 500 }
diff --git a/frontend/src/app/api/audit/route.ts b/frontend/src/app/api/audit/route.ts
index 1219002..253236d 100644
--- a/frontend/src/app/api/audit/route.ts
+++ b/frontend/src/app/api/audit/route.ts
@@ -12,7 +12,6 @@ export async function GET(request: NextRequest) {
     const data = await handleProxyResponse(response, 'Failed to fetch audit logs')
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching audit logs:', error)
     return NextResponse.json(
       { error: 'Failed to fetch audit logs' },
       { status: 500 }
diff --git a/frontend/src/app/api/auth/login/route.ts b/frontend/src/app/api/auth/login/route.ts
index f78fbe4..c32f93e 100644
--- a/frontend/src/app/api/auth/login/route.ts
+++ b/frontend/src/app/api/auth/login/route.ts
@@ -25,7 +25,6 @@ export async function POST(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error in auth login:', error)
     return NextResponse.json(
       { error: 'Failed to process login' },
       { status: 500 }
diff --git a/frontend/src/app/api/auth/me/route.ts b/frontend/src/app/api/auth/me/route.ts
index c95bf85..ba271dc 100644
--- a/frontend/src/app/api/auth/me/route.ts
+++ b/frontend/src/app/api/auth/me/route.ts
@@ -32,7 +32,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error in auth me:', error)
     return NextResponse.json(
       { error: 'Failed to get user info' },
       { status: 500 }
diff --git a/frontend/src/app/api/auth/refresh/route.ts b/frontend/src/app/api/auth/refresh/route.ts
index 9eea520..52f2308 100644
--- a/frontend/src/app/api/auth/refresh/route.ts
+++ b/frontend/src/app/api/auth/refresh/route.ts
@@ -25,7 +25,6 @@ export async function POST(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error in auth refresh:', error)
     return NextResponse.json(
       { error: 'Failed to refresh token' },
       { status: 500 }
diff --git a/frontend/src/app/api/auth/register/route.ts b/frontend/src/app/api/auth/register/route.ts
index f5033c7..c5bac3f 100644
--- a/frontend/src/app/api/auth/register/route.ts
+++ b/frontend/src/app/api/auth/register/route.ts
@@ -25,7 +25,6 @@ export async function POST(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error in auth register:', error)
     return NextResponse.json(
       { error: 'Failed to process registration' },
       { status: 500 }
diff --git a/frontend/src/app/api/chatbot/chat/route.ts b/frontend/src/app/api/chatbot/chat/route.ts
index b1fade1..ecdf0c5 100644
--- a/frontend/src/app/api/chatbot/chat/route.ts
+++ b/frontend/src/app/api/chatbot/chat/route.ts
@@ -141,7 +141,6 @@ export async function POST(request: NextRequest) {
       message_id: messageId
     })
   } catch (error) {
-    console.error('Error in chat API route:', error)
     return NextResponse.json(
       { 
         error: 'Internal Server Error',
diff --git a/frontend/src/app/api/chatbot/create/route.ts b/frontend/src/app/api/chatbot/create/route.ts
index 26e516a..d28b8be 100644
--- a/frontend/src/app/api/chatbot/create/route.ts
+++ b/frontend/src/app/api/chatbot/create/route.ts
@@ -32,7 +32,6 @@ export async function POST(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error creating chatbot:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/chatbot/delete/[id]/route.ts b/frontend/src/app/api/chatbot/delete/[id]/route.ts
index 07c954d..fec258b 100644
--- a/frontend/src/app/api/chatbot/delete/[id]/route.ts
+++ b/frontend/src/app/api/chatbot/delete/[id]/route.ts
@@ -29,7 +29,6 @@ export async function DELETE(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error deleting chatbot:', error)
     return NextResponse.json(
       { error: 'Failed to delete chatbot' },
       { status: 500 }
diff --git a/frontend/src/app/api/chatbot/list/route.ts b/frontend/src/app/api/chatbot/list/route.ts
index 755d279..015fa4c 100644
--- a/frontend/src/app/api/chatbot/list/route.ts
+++ b/frontend/src/app/api/chatbot/list/route.ts
@@ -29,7 +29,6 @@ export async function GET(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching chatbots:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/chatbot/types/route.ts b/frontend/src/app/api/chatbot/types/route.ts
index 881e92e..7136ca2 100644
--- a/frontend/src/app/api/chatbot/types/route.ts
+++ b/frontend/src/app/api/chatbot/types/route.ts
@@ -22,7 +22,6 @@ export async function GET(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching chatbot types:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/chatbot/update/[id]/route.ts b/frontend/src/app/api/chatbot/update/[id]/route.ts
index b2fbd8c..e12278c 100644
--- a/frontend/src/app/api/chatbot/update/[id]/route.ts
+++ b/frontend/src/app/api/chatbot/update/[id]/route.ts
@@ -36,7 +36,6 @@ export async function PUT(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error updating chatbot:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/llm/api-keys/[id]/regenerate/route.ts b/frontend/src/app/api/llm/api-keys/[id]/regenerate/route.ts
index e23132d..f7d6bc1 100644
--- a/frontend/src/app/api/llm/api-keys/[id]/regenerate/route.ts
+++ b/frontend/src/app/api/llm/api-keys/[id]/regenerate/route.ts
@@ -32,7 +32,6 @@ export async function POST(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error regenerating API key:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/llm/api-keys/[id]/route.ts b/frontend/src/app/api/llm/api-keys/[id]/route.ts
index 360d6b3..2f499b9 100644
--- a/frontend/src/app/api/llm/api-keys/[id]/route.ts
+++ b/frontend/src/app/api/llm/api-keys/[id]/route.ts
@@ -31,7 +31,6 @@ export async function DELETE(
 
     return NextResponse.json({ success: true })
   } catch (error) {
-    console.error('Error deleting API key:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
@@ -72,7 +71,6 @@ export async function PUT(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error updating API key:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/llm/api-keys/route.ts b/frontend/src/app/api/llm/api-keys/route.ts
index 6b7c45b..99059bc 100644
--- a/frontend/src/app/api/llm/api-keys/route.ts
+++ b/frontend/src/app/api/llm/api-keys/route.ts
@@ -29,7 +29,6 @@ export async function GET(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json({ data: data.api_keys })
   } catch (error) {
-    console.error('Error fetching API keys:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
@@ -77,7 +76,6 @@ export async function POST(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error creating API key:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/llm/budget/status/route.ts b/frontend/src/app/api/llm/budget/status/route.ts
index 7e75d87..8d6acba 100644
--- a/frontend/src/app/api/llm/budget/status/route.ts
+++ b/frontend/src/app/api/llm/budget/status/route.ts
@@ -7,7 +7,6 @@ export async function GET() {
     const data = await handleProxyResponse(response, 'Failed to fetch budget status')
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching budget status:', error)
     return NextResponse.json(
       { error: 'Failed to fetch budget status' },
       { status: 500 }
diff --git a/frontend/src/app/api/llm/budgets/route.ts b/frontend/src/app/api/llm/budgets/route.ts
index 2d22a8c..3a74b1b 100644
--- a/frontend/src/app/api/llm/budgets/route.ts
+++ b/frontend/src/app/api/llm/budgets/route.ts
@@ -29,7 +29,6 @@ export async function GET(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json({ data: data.budgets || [] })
   } catch (error) {
-    console.error('Error fetching budgets:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/llm/chat/completions/route.ts b/frontend/src/app/api/llm/chat/completions/route.ts
index b451ee3..701e156 100644
--- a/frontend/src/app/api/llm/chat/completions/route.ts
+++ b/frontend/src/app/api/llm/chat/completions/route.ts
@@ -19,7 +19,6 @@ export async function POST(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error in chat completions:', error)
     return NextResponse.json(
       { error: 'Failed to process chat completion' },
       { status: 500 }
diff --git a/frontend/src/app/api/llm/models/route.ts b/frontend/src/app/api/llm/models/route.ts
index 8253db1..dc8bfe1 100644
--- a/frontend/src/app/api/llm/models/route.ts
+++ b/frontend/src/app/api/llm/models/route.ts
@@ -36,7 +36,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json({ data: transformedModels })
   } catch (error) {
-    console.error("Error fetching models:", error)
     return NextResponse.json(
       { error: "Internal server error" },
       { status: 500 }
diff --git a/frontend/src/app/api/modules/[name]/[action]/route.ts b/frontend/src/app/api/modules/[name]/[action]/route.ts
index f70c083..ad3b29e 100644
--- a/frontend/src/app/api/modules/[name]/[action]/route.ts
+++ b/frontend/src/app/api/modules/[name]/[action]/route.ts
@@ -26,7 +26,6 @@ export async function POST(
       refreshRequired: true
     })
   } catch (error) {
-    console.error(`Error performing ${params.action} on module ${params.name}:`, error)
     return NextResponse.json(
       { error: `Failed to ${params.action} module` },
       { status: 500 }
diff --git a/frontend/src/app/api/modules/[name]/config/route.ts b/frontend/src/app/api/modules/[name]/config/route.ts
index f67b938..fcd76af 100644
--- a/frontend/src/app/api/modules/[name]/config/route.ts
+++ b/frontend/src/app/api/modules/[name]/config/route.ts
@@ -17,7 +17,6 @@ export async function GET(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error(`Error fetching config for module ${params.name}:`, error)
     return NextResponse.json(
       { error: 'Failed to fetch module configuration' },
       { status: 500 }
@@ -54,7 +53,6 @@ export async function POST(
       refreshRequired: true
     })
   } catch (error) {
-    console.error(`Error updating config for module ${params.name}:`, error)
     return NextResponse.json(
       { error: 'Failed to update module configuration' },
       { status: 500 }
diff --git a/frontend/src/app/api/modules/route.ts b/frontend/src/app/api/modules/route.ts
index 93f929e..f8110a1 100644
--- a/frontend/src/app/api/modules/route.ts
+++ b/frontend/src/app/api/modules/route.ts
@@ -25,7 +25,6 @@ export async function GET() {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching modules:', error)
     return NextResponse.json(
       { error: 'Failed to fetch modules' },
       { status: 500 }
diff --git a/frontend/src/app/api/modules/status/route.ts b/frontend/src/app/api/modules/status/route.ts
index 8b38ad4..9979e24 100644
--- a/frontend/src/app/api/modules/status/route.ts
+++ b/frontend/src/app/api/modules/status/route.ts
@@ -12,7 +12,6 @@ export async function GET() {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching modules status:', error)
     return NextResponse.json(
       { error: 'Failed to fetch modules status' },
       { status: 500 }
diff --git a/frontend/src/app/api/prompt-templates/create/route.ts b/frontend/src/app/api/prompt-templates/create/route.ts
index b36d831..b140736 100644
--- a/frontend/src/app/api/prompt-templates/create/route.ts
+++ b/frontend/src/app/api/prompt-templates/create/route.ts
@@ -29,7 +29,6 @@ export async function POST(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error creating prompt template:', error)
     return NextResponse.json(
       { error: 'Failed to create prompt template' },
       { status: 500 }
diff --git a/frontend/src/app/api/prompt-templates/improve/route.ts b/frontend/src/app/api/prompt-templates/improve/route.ts
index d5dafc9..e143706 100644
--- a/frontend/src/app/api/prompt-templates/improve/route.ts
+++ b/frontend/src/app/api/prompt-templates/improve/route.ts
@@ -29,7 +29,6 @@ export async function POST(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error improving prompt with AI:', error)
     return NextResponse.json(
       { error: 'Failed to improve prompt' },
       { status: 500 }
diff --git a/frontend/src/app/api/prompt-templates/templates/[type_key]/reset/route.ts b/frontend/src/app/api/prompt-templates/templates/[type_key]/reset/route.ts
index f1a1eb1..fed98e6 100644
--- a/frontend/src/app/api/prompt-templates/templates/[type_key]/reset/route.ts
+++ b/frontend/src/app/api/prompt-templates/templates/[type_key]/reset/route.ts
@@ -32,7 +32,6 @@ export async function POST(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error resetting prompt template:', error)
     return NextResponse.json(
       { error: 'Failed to reset prompt template' },
       { status: 500 }
diff --git a/frontend/src/app/api/prompt-templates/templates/[type_key]/route.ts b/frontend/src/app/api/prompt-templates/templates/[type_key]/route.ts
index 2b98086..c587b2a 100644
--- a/frontend/src/app/api/prompt-templates/templates/[type_key]/route.ts
+++ b/frontend/src/app/api/prompt-templates/templates/[type_key]/route.ts
@@ -35,7 +35,6 @@ export async function PUT(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error updating prompt template:', error)
     return NextResponse.json(
       { error: 'Failed to update prompt template' },
       { status: 500 }
@@ -73,7 +72,6 @@ export async function GET(
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching prompt template:', error)
     return NextResponse.json(
       { error: 'Failed to fetch prompt template' },
       { status: 500 }
diff --git a/frontend/src/app/api/prompt-templates/templates/route.ts b/frontend/src/app/api/prompt-templates/templates/route.ts
index 9c21170..755ca2b 100644
--- a/frontend/src/app/api/prompt-templates/templates/route.ts
+++ b/frontend/src/app/api/prompt-templates/templates/route.ts
@@ -25,7 +25,6 @@ export async function GET(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching prompt templates:', error)
     return NextResponse.json(
       { error: 'Failed to fetch prompt templates' },
       { status: 500 }
diff --git a/frontend/src/app/api/prompt-templates/variables/route.ts b/frontend/src/app/api/prompt-templates/variables/route.ts
index 7b6647a..084f416 100644
--- a/frontend/src/app/api/prompt-templates/variables/route.ts
+++ b/frontend/src/app/api/prompt-templates/variables/route.ts
@@ -25,7 +25,6 @@ export async function GET(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching prompt variables:', error)
     return NextResponse.json(
       { error: 'Failed to fetch prompt variables' },
       { status: 500 }
diff --git a/frontend/src/app/api/rag/collections/[id]/route.ts b/frontend/src/app/api/rag/collections/[id]/route.ts
index ccdea24..4393d7c 100644
--- a/frontend/src/app/api/rag/collections/[id]/route.ts
+++ b/frontend/src/app/api/rag/collections/[id]/route.ts
@@ -32,7 +32,6 @@ export async function DELETE(
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error deleting collection:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to delete collection' },
       { status: 500 }
@@ -70,7 +69,6 @@ export async function GET(
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching collection:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to fetch collection' },
       { status: 500 }
diff --git a/frontend/src/app/api/rag/collections/route.ts b/frontend/src/app/api/rag/collections/route.ts
index d707253..3c4a9e2 100644
--- a/frontend/src/app/api/rag/collections/route.ts
+++ b/frontend/src/app/api/rag/collections/route.ts
@@ -33,7 +33,6 @@ export async function GET(request: NextRequest) {
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching collections:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to fetch collections' },
       { status: 500 }
@@ -69,7 +68,6 @@ export async function POST(request: NextRequest) {
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error creating collection:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to create collection' },
       { status: 500 }
diff --git a/frontend/src/app/api/rag/documents/[id]/download/route.ts b/frontend/src/app/api/rag/documents/[id]/download/route.ts
index 3b3d4f7..c6b4fbd 100644
--- a/frontend/src/app/api/rag/documents/[id]/download/route.ts
+++ b/frontend/src/app/api/rag/documents/[id]/download/route.ts
@@ -49,7 +49,6 @@ export async function GET(
 
     return new NextResponse(backendResponse.body, { headers })
   } catch (error) {
-    console.error('Error downloading document:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to download document' },
       { status: 500 }
diff --git a/frontend/src/app/api/rag/documents/[id]/route.ts b/frontend/src/app/api/rag/documents/[id]/route.ts
index 315002b..a06c9e5 100644
--- a/frontend/src/app/api/rag/documents/[id]/route.ts
+++ b/frontend/src/app/api/rag/documents/[id]/route.ts
@@ -32,7 +32,6 @@ export async function DELETE(
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error deleting document:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to delete document' },
       { status: 500 }
@@ -70,7 +69,6 @@ export async function GET(
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching document:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to fetch document' },
       { status: 500 }
diff --git a/frontend/src/app/api/rag/documents/route.ts b/frontend/src/app/api/rag/documents/route.ts
index 09f2acb..daf5b7b 100644
--- a/frontend/src/app/api/rag/documents/route.ts
+++ b/frontend/src/app/api/rag/documents/route.ts
@@ -33,7 +33,6 @@ export async function GET(request: NextRequest) {
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching documents:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to fetch documents' },
       { status: 500 }
@@ -69,7 +68,6 @@ export async function POST(request: NextRequest) {
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error uploading document:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to upload document' },
       { status: 500 }
diff --git a/frontend/src/app/api/rag/stats/route.ts b/frontend/src/app/api/rag/stats/route.ts
index ad3272a..ac4912b 100644
--- a/frontend/src/app/api/rag/stats/route.ts
+++ b/frontend/src/app/api/rag/stats/route.ts
@@ -27,7 +27,6 @@ export async function GET(request: NextRequest) {
     const data = await backendResponse.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching RAG stats:', error)
     return NextResponse.json(
       { success: false, error: 'Failed to fetch RAG stats' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/chatbot/list/route.ts b/frontend/src/app/api/v1/chatbot/list/route.ts
index 12eee09..0983764 100644
--- a/frontend/src/app/api/v1/chatbot/list/route.ts
+++ b/frontend/src/app/api/v1/chatbot/list/route.ts
@@ -42,7 +42,6 @@ export async function GET(request: NextRequest) {
       }))
     })
   } catch (error) {
-    console.error('Error fetching chatbots:', error)
     return NextResponse.json(
       { error: 'Internal server error' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/llm/models/route.ts b/frontend/src/app/api/v1/llm/models/route.ts
index d04703a..808454f 100644
--- a/frontend/src/app/api/v1/llm/models/route.ts
+++ b/frontend/src/app/api/v1/llm/models/route.ts
@@ -36,7 +36,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json({ data: transformedModels })
   } catch (error) {
-    console.error("Error fetching models:", error)
     return NextResponse.json(
       { error: "Internal server error" },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/llm/providers/status/route.ts b/frontend/src/app/api/v1/llm/providers/status/route.ts
index 4c1ee2f..b3bd28b 100644
--- a/frontend/src/app/api/v1/llm/providers/status/route.ts
+++ b/frontend/src/app/api/v1/llm/providers/status/route.ts
@@ -29,7 +29,6 @@ export async function GET(request: NextRequest) {
     const data = await response.json()
     return NextResponse.json(data)
   } catch (error) {
-    console.error("Error fetching provider status:", error)
     return NextResponse.json(
       { error: "Internal server error" },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/config/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/config/route.ts
index 2db7095..2af7f1f 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/config/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/config/route.ts
@@ -37,7 +37,6 @@ export async function GET(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error getting plugin config:', error)
     return NextResponse.json(
       { error: 'Failed to get plugin config' },
       { status: 500 }
@@ -84,7 +83,6 @@ export async function POST(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error saving plugin config:', error)
     return NextResponse.json(
       { error: 'Failed to save plugin config' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/disable/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/disable/route.ts
index 99526dd..15a0a6d 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/disable/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/disable/route.ts
@@ -37,7 +37,6 @@ export async function POST(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error disabling plugin:', error)
     return NextResponse.json(
       { error: 'Failed to disable plugin' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/enable/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/enable/route.ts
index dd44d36..e89a829 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/enable/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/enable/route.ts
@@ -37,7 +37,6 @@ export async function POST(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error enabling plugin:', error)
     return NextResponse.json(
       { error: 'Failed to enable plugin' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/load/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/load/route.ts
index f168b2a..68cf01f 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/load/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/load/route.ts
@@ -37,7 +37,6 @@ export async function POST(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error loading plugin:', error)
     return NextResponse.json(
       { error: 'Failed to load plugin' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/route.ts
index c3969e2..cae4db0 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/route.ts
@@ -39,7 +39,6 @@ export async function DELETE(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error uninstalling plugin:', error)
     return NextResponse.json(
       { error: 'Failed to uninstall plugin' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/schema/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/schema/route.ts
index b3fbf8b..f6df832 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/schema/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/schema/route.ts
@@ -47,7 +47,6 @@ export async function GET(
     
     return nextResponse
   } catch (error) {
-    console.error('Error getting plugin schema:', error)
     return NextResponse.json(
       { error: 'Failed to get plugin schema' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/test-credentials/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/test-credentials/route.ts
index 6617ee4..b56f826 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/test-credentials/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/test-credentials/route.ts
@@ -39,7 +39,6 @@ export async function POST(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error testing plugin credentials:', error)
     return NextResponse.json(
       { error: 'Failed to test plugin credentials' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/[pluginId]/unload/route.ts b/frontend/src/app/api/v1/plugins/[pluginId]/unload/route.ts
index 208c16b..6eba1c2 100644
--- a/frontend/src/app/api/v1/plugins/[pluginId]/unload/route.ts
+++ b/frontend/src/app/api/v1/plugins/[pluginId]/unload/route.ts
@@ -37,7 +37,6 @@ export async function POST(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error unloading plugin:', error)
     return NextResponse.json(
       { error: 'Failed to unload plugin' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/discover/route.ts b/frontend/src/app/api/v1/plugins/discover/route.ts
index c97539b..2111c23 100644
--- a/frontend/src/app/api/v1/plugins/discover/route.ts
+++ b/frontend/src/app/api/v1/plugins/discover/route.ts
@@ -46,7 +46,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error discovering plugins:', error)
     return NextResponse.json(
       { error: 'Failed to discover plugins' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/install/route.ts b/frontend/src/app/api/v1/plugins/install/route.ts
index 9d82ec2..0af2fce 100644
--- a/frontend/src/app/api/v1/plugins/install/route.ts
+++ b/frontend/src/app/api/v1/plugins/install/route.ts
@@ -35,7 +35,6 @@ export async function POST(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error installing plugin:', error)
     return NextResponse.json(
       { error: 'Failed to install plugin' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/plugins/installed/route.ts b/frontend/src/app/api/v1/plugins/installed/route.ts
index 270a6a1..1fee337 100644
--- a/frontend/src/app/api/v1/plugins/installed/route.ts
+++ b/frontend/src/app/api/v1/plugins/installed/route.ts
@@ -32,7 +32,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching installed plugins:', error)
     return NextResponse.json(
       { error: 'Failed to fetch installed plugins' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/settings/[category]/route.ts b/frontend/src/app/api/v1/settings/[category]/route.ts
index 12f5a92..b4ddf95 100644
--- a/frontend/src/app/api/v1/settings/[category]/route.ts
+++ b/frontend/src/app/api/v1/settings/[category]/route.ts
@@ -77,7 +77,6 @@ export async function PUT(
     }
     
   } catch (error) {
-    console.error(`Error updating ${params.category} settings:`, error)
     return NextResponse.json(
       { error: 'Failed to update category settings' },
       { status: 500 }
@@ -122,7 +121,6 @@ export async function GET(
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error(`Error fetching ${params.category} settings:`, error)
     return NextResponse.json(
       { error: 'Failed to fetch category settings' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/settings/route.ts b/frontend/src/app/api/v1/settings/route.ts
index 75a8780..0f1f13c 100644
--- a/frontend/src/app/api/v1/settings/route.ts
+++ b/frontend/src/app/api/v1/settings/route.ts
@@ -42,7 +42,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching settings:', error)
     return NextResponse.json(
       { error: 'Failed to fetch settings' },
       { status: 500 }
@@ -85,7 +84,6 @@ export async function PUT(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error updating settings:', error)
     return NextResponse.json(
       { error: 'Failed to update settings' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/zammad/chatbots/route.ts b/frontend/src/app/api/v1/zammad/chatbots/route.ts
index 1ed130a..7e07451 100644
--- a/frontend/src/app/api/v1/zammad/chatbots/route.ts
+++ b/frontend/src/app/api/v1/zammad/chatbots/route.ts
@@ -32,7 +32,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching Zammad chatbots:', error)
     return NextResponse.json(
       { error: 'Failed to fetch Zammad chatbots' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/zammad/configurations/[id]/route.ts b/frontend/src/app/api/v1/zammad/configurations/[id]/route.ts
index 36fde87..8468ff6 100644
--- a/frontend/src/app/api/v1/zammad/configurations/[id]/route.ts
+++ b/frontend/src/app/api/v1/zammad/configurations/[id]/route.ts
@@ -36,7 +36,6 @@ export async function PUT(request: NextRequest, { params }: { params: { id: stri
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error updating Zammad configuration:', error)
     return NextResponse.json(
       { error: 'Failed to update Zammad configuration' },
       { status: 500 }
@@ -78,7 +77,6 @@ export async function DELETE(request: NextRequest, { params }: { params: { id: s
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error deleting Zammad configuration:', error)
     return NextResponse.json(
       { error: 'Failed to delete Zammad configuration' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/zammad/configurations/route.ts b/frontend/src/app/api/v1/zammad/configurations/route.ts
index 570ec95..b8d7af5 100644
--- a/frontend/src/app/api/v1/zammad/configurations/route.ts
+++ b/frontend/src/app/api/v1/zammad/configurations/route.ts
@@ -32,7 +32,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching Zammad configurations:', error)
     return NextResponse.json(
       { error: 'Failed to fetch Zammad configurations' },
       { status: 500 }
@@ -75,7 +74,6 @@ export async function POST(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error creating Zammad configuration:', error)
     return NextResponse.json(
       { error: 'Failed to create Zammad configuration' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/zammad/process/route.ts b/frontend/src/app/api/v1/zammad/process/route.ts
index b2cdd59..3c34032 100644
--- a/frontend/src/app/api/v1/zammad/process/route.ts
+++ b/frontend/src/app/api/v1/zammad/process/route.ts
@@ -35,7 +35,6 @@ export async function POST(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error processing Zammad tickets:', error)
     return NextResponse.json(
       { error: 'Failed to process Zammad tickets' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/zammad/processing-logs/route.ts b/frontend/src/app/api/v1/zammad/processing-logs/route.ts
index d08f297..b3bc65b 100644
--- a/frontend/src/app/api/v1/zammad/processing-logs/route.ts
+++ b/frontend/src/app/api/v1/zammad/processing-logs/route.ts
@@ -42,7 +42,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching Zammad processing logs:', error)
     return NextResponse.json(
       { error: 'Failed to fetch Zammad processing logs' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/zammad/status/route.ts b/frontend/src/app/api/v1/zammad/status/route.ts
index 9c48aac..ed7af99 100644
--- a/frontend/src/app/api/v1/zammad/status/route.ts
+++ b/frontend/src/app/api/v1/zammad/status/route.ts
@@ -32,7 +32,6 @@ export async function GET(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error fetching Zammad status:', error)
     return NextResponse.json(
       { error: 'Failed to fetch Zammad status' },
       { status: 500 }
diff --git a/frontend/src/app/api/v1/zammad/test-connection/route.ts b/frontend/src/app/api/v1/zammad/test-connection/route.ts
index d662858..fc0d589 100644
--- a/frontend/src/app/api/v1/zammad/test-connection/route.ts
+++ b/frontend/src/app/api/v1/zammad/test-connection/route.ts
@@ -35,7 +35,6 @@ export async function POST(request: NextRequest) {
 
     return NextResponse.json(data)
   } catch (error) {
-    console.error('Error testing Zammad connection:', error)
     return NextResponse.json(
       { error: 'Failed to test Zammad connection' },
       { status: 500 }
diff --git a/frontend/src/app/audit/page.tsx b/frontend/src/app/audit/page.tsx
index e646f15..4f53420 100644
--- a/frontend/src/app/audit/page.tsx
+++ b/frontend/src/app/audit/page.tsx
@@ -113,7 +113,6 @@ export default function AuditPage() {
       setTotalPages(Math.ceil((logsData.total || 0) / pageSize));
       setStats(statsData);
     } catch (error) {
-      console.error("Failed to fetch audit data:", error);
       toast({
         title: "Error",
         description: "Failed to fetch audit logs",
@@ -165,7 +164,6 @@ export default function AuditPage() {
         description: "Audit logs have been exported successfully",
       });
     } catch (error) {
-      console.error("Failed to export audit logs:", error);
       toast({
         title: "Export Failed",
         description: error instanceof Error ? error.message : "Failed to export audit logs",
@@ -492,7 +490,6 @@ export default function AuditPage() {
                               metadata: JSON.stringify(log.metadata, null, 2)
                             };
                             // Would open a detail modal in a real implementation
-                            console.log("Audit log details:", details);
                           }}
                         >
                           <Eye className="mr-2 h-3 w-3" />
diff --git a/frontend/src/app/budgets/page.tsx b/frontend/src/app/budgets/page.tsx
index de9f8b9..7a1a538 100644
--- a/frontend/src/app/budgets/page.tsx
+++ b/frontend/src/app/budgets/page.tsx
@@ -119,7 +119,6 @@ export default function BudgetsPage() {
         setStats(statsData.value);
       }
     } catch (error) {
-      console.error("Failed to fetch budget data:", error);
       toast({
         title: "Error",
         description: "Failed to fetch budget data",
@@ -155,7 +154,6 @@ export default function BudgetsPage() {
 
       await fetchBudgetData();
     } catch (error) {
-      console.error("Failed to create budget:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to create budget",
@@ -180,7 +178,6 @@ export default function BudgetsPage() {
       setEditingBudget(null);
       await fetchBudgetData();
     } catch (error) {
-      console.error("Failed to update budget:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to update budget",
@@ -212,7 +209,6 @@ export default function BudgetsPage() {
 
       await fetchBudgetData();
     } catch (error) {
-      console.error("Failed to delete budget:", error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to delete budget",
diff --git a/frontend/src/app/dashboard/page.tsx b/frontend/src/app/dashboard/page.tsx
index 44511d2..2a6d409 100644
--- a/frontend/src/app/dashboard/page.tsx
+++ b/frontend/src/app/dashboard/page.tsx
@@ -129,7 +129,6 @@ function DashboardContent() {
       setRecentActivity([])
 
     } catch (error) {
-      console.error('Error fetching dashboard data:', error)
       // Set empty states on error
       setStats({
         activeModules: 0,
diff --git a/frontend/src/app/llm/page.tsx b/frontend/src/app/llm/page.tsx
index c629160..a771c9c 100644
--- a/frontend/src/app/llm/page.tsx
+++ b/frontend/src/app/llm/page.tsx
@@ -99,7 +99,6 @@ function LLMPageContent() {
 
   const fetchData = async () => {
     try {
-      console.log('Fetching data...')
       setLoading(true)
       const token = localStorage.getItem('token')
       if (!token) {
@@ -109,11 +108,9 @@ function LLMPageContent() {
       // Fetch API keys and models using API client
       const [keysData, modelsData] = await Promise.all([
         apiClient.get('/api-internal/v1/api-keys').catch(e => {
-          console.error('Failed to fetch API keys:', e)
           return { data: [] }
         }),
         apiClient.get('/api-internal/v1/llm/models').catch(e => {
-          console.error('Failed to fetch models:', e)
           return { data: [] }
         })
       ])
@@ -122,7 +119,6 @@ function LLMPageContent() {
       setModels(modelsData.data || [])
       
     } catch (error) {
-      console.error('Error fetching data:', error)
       toast({
         title: "Error",
         description: "Failed to load data",
@@ -169,11 +165,9 @@ function LLMPageContent() {
 
   const deleteAPIKey = async (keyId: number) => {
     try {
-      console.log('Deleting API key with ID:', keyId)
       setLoading(true)
       
       const responseData = await apiClient.delete(`/api-internal/v1/api-keys/${keyId}`)
-      console.log('Delete response data:', responseData)
         
       toast({
         title: "Success",
@@ -182,9 +176,7 @@ function LLMPageContent() {
       
       // Force refresh data and wait for it to complete
       await fetchData()
-      console.log('Data refreshed after deletion')
     } catch (error) {
-      console.error('Error deleting API key:', error)
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to delete API key",
diff --git a/frontend/src/app/prompt-templates/page.tsx b/frontend/src/app/prompt-templates/page.tsx
index ca9273b..c299113 100644
--- a/frontend/src/app/prompt-templates/page.tsx
+++ b/frontend/src/app/prompt-templates/page.tsx
@@ -120,7 +120,6 @@ export default function PromptTemplatesPage() {
       setTemplates(templatesResult.value)
       setVariables(variablesResult.value)
     } catch (error) {
-      console.error('Error loading data:', error)
       toast.error('Failed to load prompt templates')
     } finally {
       setLoading(false)
@@ -162,7 +161,6 @@ export default function PromptTemplatesPage() {
       setEditingTemplate(null)
       
     } catch (error) {
-      console.error('Error saving template:', error)
       toast.error(error instanceof Error ? error.message : 'Failed to save template')
     } finally {
       setSaving(false)
@@ -178,7 +176,6 @@ export default function PromptTemplatesPage() {
       await loadData()
       
     } catch (error) {
-      console.error('Error resetting template:', error)
       toast.error(error instanceof Error ? error.message : 'Failed to reset template')
     }
   }
@@ -228,7 +225,6 @@ export default function PromptTemplatesPage() {
       setUseCustomType(false)
       
     } catch (error) {
-      console.error('Error creating template:', error)
       toast.error(error instanceof Error ? error.message : 'Failed to create template')
     } finally {
       setSaving(false)
@@ -261,7 +257,6 @@ export default function PromptTemplatesPage() {
       toast.success('Prompt improved with AI successfully')
       
     } catch (error) {
-      console.error('Error improving prompt with AI:', error)
       toast.error(error instanceof Error ? error.message : 'Failed to improve prompt')
     } finally {
       setImprovingWithAI(false)
diff --git a/frontend/src/app/rag/page.tsx b/frontend/src/app/rag/page.tsx
index 97e682e..87616c1 100644
--- a/frontend/src/app/rag/page.tsx
+++ b/frontend/src/app/rag/page.tsx
@@ -77,7 +77,6 @@ function RAGPageContent() {
       const data = await apiClient.get('/api-internal/v1/rag/collections')
       setCollections(data.collections || [])
     } catch (error) {
-      console.error('Failed to load collections:', error)
     } finally {
       setLoading(false)
     }
@@ -88,7 +87,6 @@ function RAGPageContent() {
       const data = await apiClient.get('/api-internal/v1/rag/stats')
       setStats(data.stats)
     } catch (error) {
-      console.error('Failed to load stats:', error)
     }
   }
 
diff --git a/frontend/src/app/register/page.tsx b/frontend/src/app/register/page.tsx
index bca861b..37c5b53 100644
--- a/frontend/src/app/register/page.tsx
+++ b/frontend/src/app/register/page.tsx
@@ -121,7 +121,6 @@ export default function RegisterPage() {
       // Redirect to login page
       router.push("/login?message=registration-success");
     } catch (error) {
-      console.error("Registration error:", error);
       toast({
         title: "Registration failed",
         description: error instanceof Error ? error.message : "An unexpected error occurred",
diff --git a/frontend/src/app/settings/page.tsx b/frontend/src/app/settings/page.tsx
index 9b644d4..4205e8c 100644
--- a/frontend/src/app/settings/page.tsx
+++ b/frontend/src/app/settings/page.tsx
@@ -198,7 +198,6 @@ function SettingsPageContent() {
       setSettings(transformedSettings);
       setIsDirty(false);
     } catch (error) {
-      console.error("Failed to fetch settings:", error);
       toast({
         title: "Error",
         description: "Failed to fetch system settings",
@@ -239,7 +238,6 @@ function SettingsPageContent() {
 
       setIsDirty(false);
     } catch (error) {
-      console.error("Failed to save settings:", error);
       toast({
         title: "Save Failed",
         description: error instanceof Error ? error.message : "Failed to save settings",
@@ -259,7 +257,6 @@ function SettingsPageContent() {
         description: `${type.toUpperCase()} connection is working properly`,
       });
     } catch (error) {
-      console.error(`Failed to test ${type} connection:`, error);
       toast({
         title: "Connection Test Failed",
         description: error instanceof Error ? error.message : `Failed to test ${type} connection`,
@@ -287,7 +284,6 @@ function SettingsPageContent() {
         triggerModuleRefresh();
       }
     } catch (error) {
-      console.error(`Failed to ${action} module:`, error);
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : `Failed to ${action} module`,
diff --git a/frontend/src/components/chatbot/ChatInterface.tsx b/frontend/src/components/chatbot/ChatInterface.tsx
index 15b23b7..0d321b1 100644
--- a/frontend/src/components/chatbot/ChatInterface.tsx
+++ b/frontend/src/components/chatbot/ChatInterface.tsx
@@ -100,7 +100,6 @@ export function ChatInterface({ chatbotId, chatbotName, onClose }: ChatInterface
 
     } catch (error) {
       const appError = error as AppError
-      console.error('Error sending message:', appError)
       
       // More specific error handling
       if (appError.code === 'UNAUTHORIZED') {
@@ -127,7 +126,6 @@ export function ChatInterface({ chatbotId, chatbotName, onClose }: ChatInterface
       await navigator.clipboard.writeText(content)
       toast.success("Copied", "Message copied to clipboard")
     } catch (error) {
-      console.error('Failed to copy message:', error)
       toast.error("Copy Failed", "Unable to copy message to clipboard")
     }
   }, [toast])
diff --git a/frontend/src/components/chatbot/ChatbotManager.tsx b/frontend/src/components/chatbot/ChatbotManager.tsx
index 73ad336..b9ac6f9 100644
--- a/frontend/src/components/chatbot/ChatbotManager.tsx
+++ b/frontend/src/components/chatbot/ChatbotManager.tsx
@@ -216,7 +216,6 @@ export function ChatbotManager() {
       const data = await apiClient.get('/api-internal/v1/chatbot/list')
       setChatbots(data)
     } catch (error) {
-      console.error('Failed to load chatbots:', error)
       toast({
         title: "Error",
         description: "Failed to load chatbots",
@@ -232,7 +231,6 @@ export function ChatbotManager() {
       const data = await apiClient.get('/api-internal/v1/rag/collections')
       setRagCollections(data.collections || [])
     } catch (error) {
-      console.error('Failed to load RAG collections:', error)
     }
   }
 
@@ -241,7 +239,6 @@ export function ChatbotManager() {
       const templates = await apiClient.get('/api-internal/v1/prompt-templates/templates')
       setPromptTemplates(templates)
     } catch (error) {
-      console.error('Failed to load prompt templates:', error)
     }
   }
 
@@ -345,7 +342,6 @@ export function ChatbotManager() {
         description: `${deletingChatbot.name} has been deleted`
       })
     } catch (error) {
-      console.error('Failed to delete chatbot:', error)
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to delete chatbot",
diff --git a/frontend/src/components/modules/ZammadConfig.tsx b/frontend/src/components/modules/ZammadConfig.tsx
index 7e09681..b9904e5 100644
--- a/frontend/src/components/modules/ZammadConfig.tsx
+++ b/frontend/src/components/modules/ZammadConfig.tsx
@@ -136,7 +136,6 @@ export function ZammadConfig() {
         fetchModuleStatus()
       ])
     } catch (error) {
-      console.error("Error fetching Zammad data:", error)
       toast({
         title: "Error",
         description: "Failed to load Zammad configuration",
@@ -152,7 +151,7 @@ export function ZammadConfig() {
       const data = await apiClient.get("/api-internal/v1/zammad/configurations")
       setConfigurations(data.configurations || [])
     } catch (error) {
-      console.error("Error fetching configurations:", error)
+      // Silent failure for configuration fetching
     }
   }
 
@@ -161,7 +160,7 @@ export function ZammadConfig() {
       const data = await apiClient.get("/api-internal/v1/zammad/chatbots")
       setChatbots(data.chatbots || [])
     } catch (error) {
-      console.error("Error fetching chatbots:", error)
+      // Silent failure for chatbot fetching
     }
   }
 
@@ -170,7 +169,7 @@ export function ZammadConfig() {
       const data = await apiClient.get("/api-internal/v1/zammad/processing-logs?limit=5")
       setProcessingLogs(data.logs || [])
     } catch (error) {
-      console.error("Error fetching processing logs:", error)
+      // Silent failure for processing logs fetching
     }
   }
 
@@ -179,7 +178,7 @@ export function ZammadConfig() {
       const data = await apiClient.get("/api-internal/v1/zammad/status")
       setModuleStatus(data)
     } catch (error) {
-      console.error("Error fetching module status:", error)
+      // Silent failure for module status fetching
     }
   }
 
@@ -225,7 +224,6 @@ export function ZammadConfig() {
       
       await fetchConfigurations()
     } catch (error) {
-      console.error("Error saving configuration:", error)
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to save configuration",
@@ -253,8 +251,6 @@ export function ZammadConfig() {
         zammad_url: newConfig.zammad_url,
         api_token: newConfig.api_token
       })
-      console.log("Test connection response:", data)
-
       if (data.status === "success") {
         toast({
           title: "✅ Connection Successful",
@@ -270,7 +266,6 @@ export function ZammadConfig() {
         })
       }
     } catch (error) {
-      console.error("Error testing connection:", error)
       toast({
         title: "⚠️ Connection Test Error",
         description: `Failed to test connection: ${error instanceof Error ? error.message : 'Unknown error'}`,
@@ -302,7 +297,6 @@ export function ZammadConfig() {
         fetchModuleStatus()
       }, 2000)
     } catch (error) {
-      console.error("Error processing tickets:", error)
       toast({
         title: "Error",
         description: error instanceof Error ? error.message : "Failed to process tickets",
@@ -324,7 +318,6 @@ export function ZammadConfig() {
 
       await fetchConfigurations()
     } catch (error) {
-      console.error("Error deleting configuration:", error)
       toast({
         title: "Error",
         description: "Failed to delete configuration",
diff --git a/frontend/src/components/plugins/PluginManager.tsx b/frontend/src/components/plugins/PluginManager.tsx
index 4399045..529d2f2 100644
--- a/frontend/src/components/plugins/PluginManager.tsx
+++ b/frontend/src/components/plugins/PluginManager.tsx
@@ -283,7 +283,6 @@ export const PluginManager: React.FC = () => {
           break;
       }
     } catch (err) {
-      console.error(`Failed to ${action} plugin:`, err);
     }
   };
 
@@ -291,7 +290,6 @@ export const PluginManager: React.FC = () => {
     try {
       await installPlugin(plugin.id, plugin.version);
     } catch (err) {
-      console.error('Failed to install plugin:', err);
     }
   };
 
diff --git a/frontend/src/components/plugins/PluginPageRenderer.tsx b/frontend/src/components/plugins/PluginPageRenderer.tsx
index 1c133f5..dedd3cb 100644
--- a/frontend/src/components/plugins/PluginPageRenderer.tsx
+++ b/frontend/src/components/plugins/PluginPageRenderer.tsx
@@ -53,7 +53,6 @@ const PluginIframe: React.FC<PluginIframeProps> = ({
       ].filter(Boolean);
       
       if (!allowedOrigins.some(origin => event.origin.startsWith(origin))) {
-        console.warn('Rejected message from unauthorized origin:', event.origin);
         return;
       }
       
@@ -84,7 +83,6 @@ const PluginIframe: React.FC<PluginIframeProps> = ({
             break;
         }
       } catch (err) {
-        console.error('Error processing plugin message:', err);
       }
     };
     
diff --git a/frontend/src/components/providers/auth-provider.tsx b/frontend/src/components/providers/auth-provider.tsx
index b369a47..427aef1 100644
--- a/frontend/src/components/providers/auth-provider.tsx
+++ b/frontend/src/components/providers/auth-provider.tsx
@@ -62,7 +62,6 @@ export function AuthProvider({ children }: { children: React.ReactNode }) {
         localStorage.setItem('token', previousToken)
       }
     } catch (error) {
-      console.error("Token validation failed:", error)
       localStorage.removeItem("access_token")
       localStorage.removeItem("refresh_token")
     } finally {
diff --git a/frontend/src/components/rag/document-browser.tsx b/frontend/src/components/rag/document-browser.tsx
index 0b04d17..c3e643f 100644
--- a/frontend/src/components/rag/document-browser.tsx
+++ b/frontend/src/components/rag/document-browser.tsx
@@ -88,7 +88,6 @@ export function DocumentBrowser({ collections, selectedCollection, onCollectionS
       const data = await apiClient.get(url)
       setDocuments(data.documents || [])
     } catch (error) {
-      console.error('Failed to load documents:', error)
     } finally {
       setLoading(false)
     }
diff --git a/frontend/src/contexts/ModulesContext.tsx b/frontend/src/contexts/ModulesContext.tsx
index c7a9270..cb3fca3 100644
--- a/frontend/src/contexts/ModulesContext.tsx
+++ b/frontend/src/contexts/ModulesContext.tsx
@@ -57,7 +57,6 @@ export function ModulesProvider({ children }: { children: ReactNode }) {
       setLastUpdated(new Date())
       
     } catch (err) {
-      console.error("Error fetching modules:", err)
       setError(err instanceof Error ? err.message : "Failed to load modules")
     } finally {
       setIsLoading(false)
diff --git a/frontend/src/contexts/PluginContext.tsx b/frontend/src/contexts/PluginContext.tsx
index 6ca7416..39194ae 100644
--- a/frontend/src/contexts/PluginContext.tsx
+++ b/frontend/src/contexts/PluginContext.tsx
@@ -152,7 +152,6 @@ export const PluginProvider: React.FC<PluginProviderProps> = ({ children }) => {
             }));
           }
         } catch (e) {
-          console.warn(`Failed to load config for plugin ${plugin.id}:`, e);
         }
       }
       
@@ -325,7 +324,6 @@ export const PluginProvider: React.FC<PluginProviderProps> = ({ children }) => {
       const data = await apiRequest(`/${pluginId}/config`);
       return data;
     } catch (err) {
-      console.error(`Failed to get configuration for plugin ${pluginId}:`, err);
       return null;
     }
   };
@@ -380,7 +378,6 @@ export const PluginProvider: React.FC<PluginProviderProps> = ({ children }) => {
             }));
           }
         } catch (chatbotError) {
-          console.warn('Failed to load chatbots for Zammad configuration:', chatbotError);
         }
 
         // Populate model options for AI settings
@@ -405,7 +402,6 @@ export const PluginProvider: React.FC<PluginProviderProps> = ({ children }) => {
             schema.properties.draft_settings.properties.model.options = modelOptions;
           }
         } catch (modelError) {
-          console.warn('Failed to load models for Zammad configuration:', modelError);
         }
       }
       
@@ -422,13 +418,11 @@ export const PluginProvider: React.FC<PluginProviderProps> = ({ children }) => {
             }));
           }
         } catch (modelError) {
-          console.warn('Failed to load models for Signal configuration:', modelError);
         }
       }
       
       return schema;
     } catch (err) {
-      console.error(`Failed to get schema for plugin ${pluginId}:`, err);
       return null;
     }
   };
@@ -460,7 +454,6 @@ export const PluginProvider: React.FC<PluginProviderProps> = ({ children }) => {
       }));
       
     } catch (err) {
-      console.error(`Failed to load components for plugin ${pluginId}:`, err);
     }
   };
   
diff --git a/frontend/src/hooks/use-chatbot-form.ts b/frontend/src/hooks/use-chatbot-form.ts
index ea45c56..87d901d 100644
--- a/frontend/src/hooks/use-chatbot-form.ts
+++ b/frontend/src/hooks/use-chatbot-form.ts
@@ -63,7 +63,6 @@ export function useChatbotForm() {
       setChatbots(data)
     } catch (error) {
       const appError = error as AppError
-      console.error('Error loading chatbots:', appError)
       toast.error("Loading Failed", "Failed to load chatbots")
     } finally {
       setIsLoading(false)
@@ -80,7 +79,6 @@ export function useChatbotForm() {
       return newChatbot
     } catch (error) {
       const appError = error as AppError
-      console.error('Error creating chatbot:', appError)
       
       if (appError.code === 'VALIDATION_ERROR') {
         toast.error("Validation Error", appError.details || "Please check your input")
@@ -103,7 +101,6 @@ export function useChatbotForm() {
       return updatedChatbot
     } catch (error) {
       const appError = error as AppError
-      console.error('Error updating chatbot:', appError)
       toast.error("Update Failed", "Failed to update chatbot")
       throw error
     } finally {
@@ -120,7 +117,6 @@ export function useChatbotForm() {
       toast.success("Success", "Chatbot deleted successfully")
     } catch (error) {
       const appError = error as AppError
-      console.error('Error deleting chatbot:', appError)
       toast.error("Deletion Failed", "Failed to delete chatbot")
       throw error
     } finally {
diff --git a/frontend/src/hooks/useBudgetStatus.ts b/frontend/src/hooks/useBudgetStatus.ts
index 56f8318..da7274c 100644
--- a/frontend/src/hooks/useBudgetStatus.ts
+++ b/frontend/src/hooks/useBudgetStatus.ts
@@ -47,7 +47,6 @@ export function useBudgetStatus(autoRefresh = true, refreshInterval = 30000) {
     } catch (err) {
       const errorMessage = err instanceof Error ? err.message : 'Unknown error occurred'
       setError(errorMessage)
-      console.error('Budget status fetch error:', err)
     } finally {
       setLoading(false)
     }