diff --git a/memento-note/app/(main)/agents/agents-page-client.tsx b/memento-note/app/(main)/agents/agents-page-client.tsx
index 83a79c1..2d4873c 100644
--- a/memento-note/app/(main)/agents/agents-page-client.tsx
+++ b/memento-note/app/(main)/agents/agents-page-client.tsx
@@ -90,44 +90,59 @@ export function AgentsPageClient({
     }
   }, [])
 
-  // Track latest action per agent to detect new executions
-  // null = agent tracked with no initial actions, undefined = not tracked yet
+  // Track latest action ID per agent to detect new executions
   const prevActionsRef = useRef<Record<string, string | null>>({})
 
-  // Poll every 30s to detect agent executions and show toast notifications
-  useEffect(() => {
-    // Initialize tracking from initial data — use null for agents without actions
-    // so we can still detect their FIRST execution
-    for (const agent of initialAgents) {
-      prevActionsRef.current[agent.id] = agent.actions[0]?.id ?? null
-    }
+  // Check for new actions and show toast notifications
+  const checkForNewActions = useCallback((updated: AgentItem[]) => {
+    for (const agent of updated) {
+      const lastAction = agent.actions[0]
+      if (!lastAction) continue
 
-    const interval = setInterval(async () => {
-      const updated = await refreshAgents()
-      if (!updated) return
+      const prevId = prevActionsRef.current[agent.id]
+      if (prevId === undefined) continue // Not tracked
 
-      for (const agent of updated) {
-        const lastAction = agent.actions[0]
-        if (!lastAction) continue
-
-        const prevId = prevActionsRef.current[agent.id]
-        // undefined = agent not in initial list (created by someone else, skip)
-        if (prevId === undefined) continue
-
-        if (prevId !== lastAction.id) {
-          // New execution detected (first action ever, or new run)
+      if (prevId !== lastAction.id) {
+        // Only toast for recently created actions (within 5 min)
+        const age = Date.now() - new Date(lastAction.createdAt).getTime()
+        if (age < 5 * 60 * 1000) {
           if (lastAction.status === 'success') {
             toast.success(t('agents.toasts.autoRunSuccess', { name: agent.name }))
           } else if (lastAction.status === 'failure') {
             toast.error(t('agents.toasts.autoRunError', { name: agent.name }))
           }
         }
-        prevActionsRef.current[agent.id] = lastAction.id
       }
+      prevActionsRef.current[agent.id] = lastAction.id
+    }
+  }, [t])
+
+  useEffect(() => {
+    // Initialize tracking from initial data
+    for (const agent of initialAgents) {
+      prevActionsRef.current[agent.id] = agent.actions[0]?.id ?? null
+    }
+
+    // Interval polling every 30s
+    const interval = setInterval(async () => {
+      const updated = await refreshAgents()
+      if (updated) checkForNewActions(updated)
     }, 30000)
 
-    return () => clearInterval(interval)
-  }, [])
+    // Refresh immediately when user comes back to the tab
+    const onVisible = async () => {
+      if (document.visibilityState === 'visible') {
+        const updated = await refreshAgents()
+        if (updated) checkForNewActions(updated)
+      }
+    }
+    document.addEventListener('visibilitychange', onVisible)
+
+    return () => {
+      clearInterval(interval)
+      document.removeEventListener('visibilitychange', onVisible)
+    }
+  }, [refreshAgents, checkForNewActions])
 
   const handleToggle = useCallback((id: string, isEnabled: boolean) => {
     setAgents(prev => prev.map(a => a.id === id ? { ...a, isEnabled } : a))
diff --git a/memento-note/app/api/cron/agents/route.ts b/memento-note/app/api/cron/agents/route.ts
index 8190ee2..73bb401 100644
--- a/memento-note/app/api/cron/agents/route.ts
+++ b/memento-note/app/api/cron/agents/route.ts
@@ -46,13 +46,14 @@ export async function POST(request: NextRequest) {
       return NextResponse.json({ success: true, executed: 0 })
     }
 
-    console.log(`[CronAgents] Found ${dueAgents.length} due agent(s)`)
+    console.log(`[CronAgents] Found ${dueAgents.length} due agent(s): ${dueAgents.map(a => a.id).join(', ')}`)
 
     const results: { id: string; success: boolean; error?: string }[] = []
 
-    // Execute agents sequentially (max 3 per cycle) to avoid overwhelming the AI provider
+    // Execute agents sequentially (max 3 per cycle)
     for (const agent of dueAgents.slice(0, 3)) {
       try {
+        console.log(`[CronAgents] Executing agent ${agent.id} (${agent.frequency})`)
         const { executeAgent } = await import('@/lib/ai/services/agent-executor.service')
         const result = await executeAgent(agent.id, agent.userId)
 
@@ -64,6 +65,8 @@ export async function POST(request: NextRequest) {
           timezone: agent.timezone,
         })
 
+        console.log(`[CronAgents] Agent ${agent.id} done. success=${result.success}, nextRun=${nextRun?.toISOString() ?? 'null'}`)
+
         await prisma.agent.update({
           where: { id: agent.id },
           data: { nextRun },
@@ -73,7 +76,6 @@ export async function POST(request: NextRequest) {
       } catch (error) {
         const msg = error instanceof Error ? error.message : 'Unknown error'
         console.error(`[CronAgents] Agent ${agent.id} failed:`, msg)
-        results.push({ id: agent.id, success: false, error: msg })
 
         // Still schedule next run even on failure
         const nextRun = calculateNextRun({
@@ -86,6 +88,8 @@ export async function POST(request: NextRequest) {
           where: { id: agent.id },
           data: { nextRun },
         })
+
+        results.push({ id: agent.id, success: false, error: msg })
       }
     }
 
diff --git a/memento-note/components/agents/agent-card.tsx b/memento-note/components/agents/agent-card.tsx
index 61961a5..d851325 100644
--- a/memento-note/components/agents/agent-card.tsx
+++ b/memento-note/components/agents/agent-card.tsx
@@ -197,14 +197,12 @@ export function AgentCard({ agent, onEdit, onRefresh, onToggle }: AgentCardProps
           <span>{t('agents.metadata.executions', { count: agent._count.actions })}</span>
         </div>
 
-        {agent.frequency !== 'manual' && agent.nextRun && (
+        {agent.frequency !== 'manual' && agent.nextRun && new Date(agent.nextRun) > new Date() && (
           <div className="flex items-center gap-1.5 text-xs text-muted-foreground mb-3">
             <Clock className="w-3 h-3" />
             {t('agents.schedule.nextRun')}{' '}
             {mounted
-              ? new Date(agent.nextRun) > new Date()
-                ? formatDistanceToNow(new Date(agent.nextRun), { addSuffix: true, locale: dateLocale })
-                : t('agents.schedule.pending')
+              ? formatDistanceToNow(new Date(agent.nextRun), { addSuffix: true, locale: dateLocale })
               : new Date(agent.nextRun).toISOString().split('T')[0]}
           </div>
         )}