feat(terminal): add [REMOTE] tag to dispatch log lines

src/runpod_flash/cli/commands/_run_server_helpers.py

@@ -123,13 +123,13 @@ async def lb_execute(resource_config, func, body: dict):
         if routing and routing.get("method")
         else func.__name__
     )
-    log.info(f"{resource_config} | {route_label}")
+    log.info(f"[REMOTE] {resource_config} | {route_label}")
 
     try:
         result = await stub(
             func, dependencies, system_dependencies, accelerate_downloads, **kwargs
         )
-        log.info(f"{resource_config} | Execution complete")
+        log.info(f"[REMOTE] {resource_config} | Execution complete")
         return result
     except TimeoutError as e:
         raise HTTPException(status_code=504, detail=str(e))

src/runpod_flash/core/resources/serverless.py

@@ -1264,7 +1264,7 @@ async def runsync(self, payload: Dict[str, Any]) -> "JobOutput":
         )
 
         def _fetch_job():
-            log.info(f"{self} | API /runsync")
+            log.info(f"[REMOTE] {self} | API /runsync")
             return self.endpoint.rp_client.post(
                 f"{self.id}/runsync", payload, timeout=timeout_s
             )
@@ -1294,7 +1294,7 @@ async def run(self, payload: Dict[str, Any]) -> "JobOutput":
 
         try:
             # Create a job using the endpoint
-            log.info(f"{self} | API /run")
+            log.info(f"[REMOTE] {self} | API /run")
             job = await asyncio.to_thread(self.endpoint.run, request_input=payload)
 
             log_subgroup = f"Job:{job.job_id}"

src/runpod_flash/stubs/load_balancer_sls.py

@@ -321,7 +321,7 @@ async def _execute_via_user_route(
 
         # Construct full URL
         url = f"{self.server.endpoint_url}{path}"
-        log.info(f"{self.server} | {method} {path}")
+        log.info(f"[REMOTE] {self.server} | {method} {path}")
 
         try:
             async with get_authenticated_httpx_client(
@@ -330,7 +330,7 @@ async def _execute_via_user_route(
                 response = await client.request(method, url, json=body)
                 response.raise_for_status()
                 result = response.json()
-                log.info(f"{self.server} | Execution complete")
+                log.info(f"[REMOTE] {self.server} | Execution complete")
                 log.debug(
                     f"User route execution successful (type={type(result).__name__})"
                 )

tests/unit/cli/commands/test_run_server_helpers.py

@@ -255,8 +255,8 @@ async def fake_func(x: int):
 
     assert result == 42
     info_messages = [r.message for r in caplog.records if r.levelno == logging.INFO]
-    assert any("GET /images/{filename}" in m for m in info_messages)
-    assert any("Execution complete" in m for m in info_messages)
+    assert any("[REMOTE]" in m and "GET /images/{filename}" in m for m in info_messages)
+    assert any("[REMOTE]" in m and "Execution complete" in m for m in info_messages)
 
 
 @pytest.mark.asyncio

tests/unit/resources/test_serverless.py

@@ -1213,6 +1213,87 @@ async def test_run_async_success(self):
         assert result.id == "job-123"
         assert result.status == "COMPLETED"
 
+    @pytest.mark.asyncio
+    async def test_run_logs_remote_prefix_on_dispatch(self):
+        """run() must emit [REMOTE] prefix so users know execution is on Runpod cloud."""
+        serverless = ServerlessResource(name="test")
+        serverless.id = "endpoint-123"
+
+        mock_job = MagicMock()
+        mock_job.job_id = "job-123"
+        mock_job.status.return_value = "COMPLETED"
+        mock_job._fetch_job.return_value = {
+            "id": "job-123",
+            "workerId": "worker-456",
+            "status": "COMPLETED",
+            "delayTime": 1000,
+            "executionTime": 2000,
+            "output": {"result": "success"},
+        }
+
+        mock_endpoint = MagicMock()
+        mock_endpoint.run.return_value = mock_job
+
+        with patch.object(
+            type(serverless),
+            "endpoint",
+            new_callable=lambda: property(lambda self: mock_endpoint),
+        ):
+            with patch("asyncio.sleep"):
+                with patch("runpod_flash.core.resources.serverless.log") as mock_log:
+                    await serverless.run({"input": "test data"})
+
+        dispatch_calls = [
+            call for call in mock_log.info.call_args_list if "API /run" in str(call)
+        ]
+        assert len(dispatch_calls) == 1, "Expected exactly one 'API /run' log call"
+        log_message = dispatch_calls[0].args[0]
+        assert "[REMOTE]" in log_message, (
+            f"Expected [REMOTE] in log message, got: {log_message!r}"
+        )
+        assert "API /run" in log_message, (
+            f"Expected 'API /run' in log message, got: {log_message!r}"
+        )
+
+    @pytest.mark.asyncio
+    async def test_runsync_logs_remote_prefix_on_dispatch(self):
+        """runsync() must emit [REMOTE] prefix so users know execution is on Runpod cloud."""
+        serverless = ServerlessResource(name="test")
+        serverless.id = "endpoint-123"
+
+        mock_rp_client = MagicMock()
+        mock_rp_client.post.return_value = {
+            "id": "job-123",
+            "workerId": "worker-456",
+            "status": "COMPLETED",
+            "delayTime": 1000,
+            "executionTime": 2000,
+            "output": {"result": "success"},
+        }
+
+        mock_endpoint = MagicMock()
+        mock_endpoint.rp_client = mock_rp_client
+
+        with patch.object(
+            type(serverless),
+            "endpoint",
+            new_callable=lambda: property(lambda self: mock_endpoint),
+        ):
+            with patch("runpod_flash.core.resources.serverless.log") as mock_log:
+                await serverless.runsync({"input": "test data"})
+
+        dispatch_calls = [
+            call for call in mock_log.info.call_args_list if "API /runsync" in str(call)
+        ]
+        assert len(dispatch_calls) == 1, "Expected exactly one 'API /runsync' log call"
+        log_message = dispatch_calls[0].args[0]
+        assert "[REMOTE]" in log_message, (
+            f"Expected [REMOTE] in log message, got: {log_message!r}"
+        )
+        assert "API /runsync" in log_message, (
+            f"Expected 'API /runsync' in log message, got: {log_message!r}"
+        )
+
     @pytest.mark.asyncio
     async def test_run_async_dedupes_stdout_against_streamed_pod_logs(self):
         serverless = ServerlessResource(name="test")

tests/unit/test_load_balancer_sls_stub.py

@@ -482,5 +482,5 @@ def add(x, y):
                 await stub._execute_via_user_route(add, "POST", "/api/add", 5, 3)
 
         info_messages = [r.message for r in caplog.records if r.levelno == logging.INFO]
-        assert any("POST /api/add" in m for m in info_messages)
-        assert any("Execution complete" in m for m in info_messages)
+        assert any("[REMOTE]" in m and "POST /api/add" in m for m in info_messages)
+        assert any("[REMOTE]" in m and "Execution complete" in m for m in info_messages)