diff --git a/Source/DTFluxCoreSubsystem/Private/DTFluxPursuitManager.cpp b/Source/DTFluxCoreSubsystem/Private/DTFluxPursuitManager.cpp
index 3df9da9..1ed8aa0 100644
--- a/Source/DTFluxCoreSubsystem/Private/DTFluxPursuitManager.cpp
+++ b/Source/DTFluxCoreSubsystem/Private/DTFluxPursuitManager.cpp
@@ -7,6 +7,7 @@
 
 #include "DTFluxCoreSubsystem.h"
 #include "DTFluxCoreSubsystemModule.h"
+#include "Dataflow/DataflowContextCache.h"
 
 UDTFluxPursuitManager::UDTFluxPursuitManager(const FObjectInitializer& ObjectInitializer):
 	Super(ObjectInitializer)
@@ -69,6 +70,8 @@ void UDTFluxPursuitManager::GetPursuit(TArray<FDTFluxPursuitInfo>& OutPursuitFoc
                                        TArray<FDTFluxPursuitInfo>& OutPursuitNext, bool& BIsFocusTruncate,
                                        const int MaxSimultaneousPursuit)
 {
+	FDateTime CurrentTime = FDateTime::UtcNow();
+
 	UE_LOG(logDTFluxCoreSubsystem, Warning, TEXT("=== GetPursuit CALLED ==="));
 	UE_LOG(logDTFluxCoreSubsystem, Warning, TEXT("MaxSimultaneousPursuit: %d"), MaxSimultaneousPursuit);
 	UE_LOG(logDTFluxCoreSubsystem, Warning, TEXT("Available groups: %d"), GroupedPursuit.Num());
@@ -83,6 +86,7 @@ void UDTFluxPursuitManager::GetPursuit(TArray<FDTFluxPursuitInfo>& OutPursuitFoc
 		return;
 	}
 
+
 	if (bIsSequenceDone || GroupedPursuit.IsEmpty())
 	{
 		UE_LOG(logDTFluxCoreSubsystem, Warning, TEXT("No groups available or sequence completed"));
@@ -92,12 +96,30 @@ void UDTFluxPursuitManager::GetPursuit(TArray<FDTFluxPursuitInfo>& OutPursuitFoc
 		return;
 	}
 
+	int32 RemovedGroupsCount = 0;
+	for (int32 i = GroupedPursuit.Num() - 1; i >= 0; i--) // Parcours inverse pour éviter les problèmes d'index
+	{
+		const FDTFluxPursuitGroup& Group = GroupedPursuit[i];
+
+		// Vérifier si le StartTime du groupe est déjà passé
+		if (Group.StartTimeGlobal < CurrentTime)
+		{
+			UE_LOG(logDTFluxCoreSubsystem, Warning,
+			       TEXT("Removing expired group: StartTime=%s (Current=%s), Participants=%d"),
+			       *Group.StartTimeGlobal.ToString(),
+			       *CurrentTime.ToString(),
+			       Group.PursuitGroup.Num());
+
+			GroupedPursuit.RemoveAt(i);
+			RemovedGroupsCount++;
+		}
+	}
+
 	OutPursuitFocusNext.Reset();
 	OutPursuitNext.Reset();
 
-	// === ÉTAPE 1: FOCUS = PREMIER GROUPE (et le supprimer) ===
-	FDTFluxPursuitGroup FocusGroup = GroupedPursuit[0]; // Copie du premier groupe
-	GroupedPursuit.RemoveAt(0); // ✅ SUPPRIMER le premier groupe
+	FDTFluxPursuitGroup FocusGroup = GroupedPursuit[0];
+	GroupedPursuit.RemoveAt(0);
 
 	SetPursuitInfoIsMassStart(FocusGroup);
 	OutPursuitFocusNext = FocusGroup.PursuitGroup;
@@ -176,6 +198,10 @@ void UDTFluxPursuitManager::GetPursuit(TArray<FDTFluxPursuitInfo>& OutPursuitFoc
 		bIsSequenceDone = true;
 		UE_LOG(logDTFluxCoreSubsystem, Warning, TEXT("Pursuit sequence will be completed after this round"));
 	}
+	FTimespan Duration = FDateTime::UtcNow() - CurrentTime;
+
+	UE_LOG(logDTFluxCoreSubsystem, Warning, TEXT("Metrics Time Out: %d fraction seconds"),
+	       Duration.GetDuration().GetFractionMicro());
 }
 
 bool UDTFluxPursuitManager::InitSubSystems()