diff --git a/lib/aggressive-cleanup.ts b/lib/aggressive-cleanup.ts
index 9aac9a0..b19c543 100644
--- a/lib/aggressive-cleanup.ts
+++ b/lib/aggressive-cleanup.ts
@@ -31,11 +31,10 @@ class AggressiveCleanup {
     this.isInitialized = true
     console.log('🚀 Starting aggressive cleanup system')
 
-    // In development, completely disable automatic cleanup to prevent interference
+    // In development, use on-demand cleanup instead of periodic
     if (process.env.NODE_ENV === 'development') {
-      console.log('🔧 Development mode: Automatic cleanup DISABLED to prevent analysis interference')
-      console.log('💡 Use manual cleanup via runPostAnalysisCleanup() or forceCleanup() when needed')
-      console.log('✅ Manual cleanup system ready')
+      console.log('🔧 Development mode: Using on-demand cleanup (triggered after analysis)')
+      console.log('✅ On-demand cleanup system ready')
       return
     }