diff --git a/bottlecap/src/lifecycle/invocation/processor.rs b/bottlecap/src/lifecycle/invocation/processor.rs
index fa1a8334f..641486582 100644
--- a/bottlecap/src/lifecycle/invocation/processor.rs
+++ b/bottlecap/src/lifecycle/invocation/processor.rs
@@ -254,8 +254,13 @@ impl Processor {
             self.runtime = Some(runtime);
         }
 
-        self.dynamic_tags
-            .insert(String::from("cold_start"), cold_start.to_string());
+        // Skip cold_start tag in Managed Instance mode
+        // We don't want to send this tag for spans, as the experience
+        // won't look good due to the time gap in the flame graph.
+        if !self.aws_config.is_managed_instance_mode() {
+            self.dynamic_tags
+                .insert(String::from("cold_start"), cold_start.to_string());
+        }
 
         if proactive_initialization {
             self.dynamic_tags.insert(
@@ -305,6 +310,14 @@ impl Processor {
             return;
         };
 
+        // Skip creating cold start span in Managed Instances
+        // Although the telemetry is correct, we instead decide
+        // to not send it since the flame graph would show a big
+        // gap between the init and the first invocation.
+        if self.aws_config.is_managed_instance_mode() {
+            return;
+        }
+
         // Create a cold start span
         let mut cold_start_span = create_empty_span(
             String::from("aws.lambda.cold_start"),
diff --git a/integration-tests/tests/lmi.test.ts b/integration-tests/tests/lmi.test.ts
index c6f92ad34..0b2851ad5 100644
--- a/integration-tests/tests/lmi.test.ts
+++ b/integration-tests/tests/lmi.test.ts
@@ -67,22 +67,31 @@ describe('LMI Integration Tests', () => {
       expect(awsLambdaSpan?.attributes.custom.init_type).toBe('lambda-managed-instances')
     })
     // SVLS-8232
-    it('aws.lambda.span should have cold_start set to false if no cold_start operation', () => {
+    // In Managed Instance mode, cold_start span and tag are not sent by bottlecap
+    // because the concept is less meaningful with concurrent invocations
+    // and it would create a poor flame graph experience due to time gaps.
+    //
+    // Note: Node and Python tracers (dd-trace-js, dd-trace-py) set their own cold_start
+    // attribute on spans independently, so we skip the tag check for those runtimes.
+    it('aws.lambda.span should NOT have cold_start span or tag in LMI mode', () => {
       const trace = results[runtime].traces![0];
 
-      // The presence of 'aws.lambda.cold_start' span indicates a cold start
+      // Verify no 'aws.lambda.cold_start' span exists in LMI mode
       const coldStartSpan = trace.spans.find((span: any) =>
           span.attributes.operation_name === 'aws.lambda.cold_start'
       );
+      expect(coldStartSpan).toBeUndefined();
 
       const awsLambdaSpan = trace.spans.find((span: any) =>
           span.attributes.operation_name === 'aws.lambda'
       );
       expect(awsLambdaSpan).toBeDefined(); // Ensure span exists before checking attributes
 
-      // Only check cold_start attribute when no dedicated cold_start span exists
-      if (!coldStartSpan) {
-        expect(awsLambdaSpan?.attributes.custom.cold_start).toBe('false');
+      // Skip cold_start tag check for Node and Python since their tracer libraries
+      // (dd-trace-js, dd-trace-py) set the cold_start attribute independently.
+      // Only verify for Java and dotnet where bottlecap controls the span.
+      if (runtime !== 'node' && runtime !== 'python') {
+        expect(awsLambdaSpan?.attributes.custom.cold_start).toBeUndefined();
       }
     })