diff --git a/backend/apps/agents/core/ws_manager.py b/backend/apps/agents/core/ws_manager.py
index 14ddb760..302a5e03 100644
--- a/backend/apps/agents/core/ws_manager.py
+++ b/backend/apps/agents/core/ws_manager.py
@@ -90,6 +90,16 @@ class ConnectionManager:
             if event == "agent:status" and data.get("status") in TERMINAL_STATUSES:
                 seq_log.persist_terminal(session_id, payload_str)
 
+        # Mirror every discrete agent message into swarm-analytics. Outside the
+        # stamp lock (fire-and-forget; must not gate the broadcast). Replays use
+        # ws.send_text directly, not this path, so reconnects don't double-count.
+        if event == "agent:message":
+            try:
+                from backend.apps.service.analytics import bridge_agent_message
+                bridge_agent_message(session_id, data.get("message") or {})
+            except Exception:
+                logger.debug("agent:message analytics bridge failed", exc_info=True)
+
     async def replay_to(
         self, session_id: str, websocket: WebSocket, last_seq: int
     ) -> dict:
diff --git a/backend/apps/agents/manager/AgentLaunchMixin.py b/backend/apps/agents/manager/AgentLaunchMixin.py
index ddf3abba..8370f26b 100644
--- a/backend/apps/agents/manager/AgentLaunchMixin.py
+++ b/backend/apps/agents/manager/AgentLaunchMixin.py
@@ -146,6 +146,12 @@ class AgentLaunchMixin:
             "session": session.model_dump(mode="json"),
         })
 
+        try:
+            from backend.apps.service.analytics import track_agent_created
+            track_agent_created(id=session.id, dashboard_id=session.dashboard_id)
+        except Exception:
+            pass
+
         return session
 
     @staticmethod
diff --git a/backend/apps/agents/manager/metadata.py b/backend/apps/agents/manager/metadata.py
index 268fe70d..85b306ef 100644
--- a/backend/apps/agents/manager/metadata.py
+++ b/backend/apps/agents/manager/metadata.py
@@ -94,6 +94,11 @@ async def generate_title(session: Optional[AgentSession], session_id: str, first
         "session_id": session_id,
         "name": title,
     })
+    try:
+        from backend.apps.service.analytics import track_agent_title
+        track_agent_title(id=session_id, title=title)
+    except Exception:
+        pass
     return title
 
 
diff --git a/backend/apps/dashboards/dashboards.py b/backend/apps/dashboards/dashboards.py
index dace1da5..bbf29e91 100644
--- a/backend/apps/dashboards/dashboards.py
+++ b/backend/apps/dashboards/dashboards.py
@@ -136,6 +136,11 @@ async def list_dashboards():
 async def create_dashboard(body: DashboardCreate):
     dashboard = Dashboard(name=body.name)
     save(dashboard)
+    try:
+        from backend.apps.service.analytics import track_dashboard_event
+        track_dashboard_event(dashboard_id=dashboard.id, action="create")
+    except Exception:
+        pass
     return dashboard.model_dump(mode="json")
 
 
@@ -452,6 +457,11 @@ async def delete_dashboard(dashboard_id: str):
             logger.warning(f"Failed to delete active session {sid} during dashboard deletion")
 
     p_delete(dashboard_id)
+    try:
+        from backend.apps.service.analytics import track_dashboard_event
+        track_dashboard_event(dashboard_id=dashboard_id, action="delete")
+    except Exception:
+        pass
     return {"ok": True}
 
 
@@ -554,4 +564,10 @@ async def duplicate_dashboard(dashboard_id: str):
     }
     atomic_write_json(os.path.join(DATA_DIR, f"{new_id}.json"), new_dashboard)
 
+    try:
+        from backend.apps.service.analytics import track_dashboard_event
+        track_dashboard_event(dashboard_id=new_id, action="create")
+    except Exception:
+        pass
+
     return new_dashboard