diff --git a/api/controllers/console/app/workflow.py b/api/controllers/console/app/workflow.py
index 6e77f50e65..4f8df6bcec 100644
--- a/api/controllers/console/app/workflow.py
+++ b/api/controllers/console/app/workflow.py
@@ -14,7 +14,7 @@ from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.app.entities.app_invoke_entities import InvokeFrom
 from fields.workflow_fields import workflow_fields
-from libs.helper import uuid_value
+from libs.helper import TimestampField, uuid_value
 from libs.login import current_user, login_required
 from models.model import App, AppMode
 from services.workflow_service import WorkflowService
@@ -56,7 +56,7 @@ class DraftWorkflowApi(Resource):
         args = parser.parse_args()
 
         workflow_service = WorkflowService()
-        workflow_service.sync_draft_workflow(
+        workflow = workflow_service.sync_draft_workflow(
             app_model=app_model,
             graph=args.get('graph'),
             features=args.get('features'),
@@ -64,7 +64,8 @@ class DraftWorkflowApi(Resource):
         )
 
         return {
-            "result": "success"
+            "result": "success",
+            "updated_at": TimestampField().format(workflow.updated_at)
         }
 
 
diff --git a/api/core/app/apps/advanced_chat/app_runner.py b/api/core/app/apps/advanced_chat/app_runner.py
index 920adcfb79..898091f52c 100644
--- a/api/core/app/apps/advanced_chat/app_runner.py
+++ b/api/core/app/apps/advanced_chat/app_runner.py
@@ -82,7 +82,7 @@ class AdvancedChatAppRunner(AppRunner):
 
         # RUN WORKFLOW
         workflow_engine_manager = WorkflowEngineManager()
-        result_generator = workflow_engine_manager.run_workflow(
+        workflow_engine_manager.run_workflow(
             app_model=app_record,
             workflow=workflow,
             triggered_from=WorkflowRunTriggeredFrom.DEBUGGING
@@ -97,11 +97,6 @@ class AdvancedChatAppRunner(AppRunner):
             callbacks=[WorkflowEventTriggerCallback(queue_manager=queue_manager)]
         )
 
-        for result in result_generator:
-            # todo handle workflow and node event
-            pass
-
-
     def handle_input_moderation(self, queue_manager: AppQueueManager,
                                 app_record: App,
                                 app_generate_entity: AdvancedChatAppGenerateEntity,
diff --git a/api/core/workflow/entities/base_node_data_entities.py b/api/core/workflow/entities/base_node_data_entities.py
index 32b93ea094..afa6ddff04 100644
--- a/api/core/workflow/entities/base_node_data_entities.py
+++ b/api/core/workflow/entities/base_node_data_entities.py
@@ -1,7 +1,11 @@
 from abc import ABC
+from typing import Optional
 
 from pydantic import BaseModel
 
 
 class BaseNodeData(ABC, BaseModel):
-    pass
+    type: str
+
+    title: str
+    desc: Optional[str] = None
diff --git a/api/core/workflow/entities/workflow_entities.py b/api/core/workflow/entities/workflow_entities.py
new file mode 100644
index 0000000000..21126caf30
--- /dev/null
+++ b/api/core/workflow/entities/workflow_entities.py
@@ -0,0 +1,16 @@
+from decimal import Decimal
+
+from core.workflow.entities.variable_pool import VariablePool
+from models.workflow import WorkflowNodeExecution, WorkflowRun
+
+
+class WorkflowRunState:
+    workflow_run: WorkflowRun
+    start_at: float
+    variable_pool: VariablePool
+
+    total_tokens: int = 0
+    total_price: Decimal = Decimal(0)
+    currency: str = "USD"
+
+    workflow_node_executions: list[WorkflowNodeExecution] = []
diff --git a/api/core/workflow/nodes/base_node.py b/api/core/workflow/nodes/base_node.py
index 6f28a3f104..314dfb8f22 100644
--- a/api/core/workflow/nodes/base_node.py
+++ b/api/core/workflow/nodes/base_node.py
@@ -1,21 +1,25 @@
 from abc import abstractmethod
 from typing import Optional
 
+from core.workflow.callbacks.base_callback import BaseWorkflowCallback
 from core.workflow.entities.base_node_data_entities import BaseNodeData
 from core.workflow.entities.node_entities import NodeType
 from core.workflow.entities.variable_pool import VariablePool
 
 
 class BaseNode:
-    _node_type: NodeType
     _node_data_cls: type[BaseNodeData]
+    _node_type: NodeType
+
+    node_id: str
+    node_data: BaseNodeData
 
     def __init__(self, config: dict) -> None:
-        self._node_id = config.get("id")
-        if not self._node_id:
+        self.node_id = config.get("id")
+        if not self.node_id:
             raise ValueError("Node ID is required.")
 
-        self._node_data = self._node_data_cls(**config.get("data", {}))
+        self.node_data = self._node_data_cls(**config.get("data", {}))
 
     @abstractmethod
     def _run(self, variable_pool: Optional[VariablePool] = None,
@@ -29,11 +33,13 @@ class BaseNode:
         raise NotImplementedError
 
     def run(self, variable_pool: Optional[VariablePool] = None,
-            run_args: Optional[dict] = None) -> dict:
+            run_args: Optional[dict] = None,
+            callbacks: list[BaseWorkflowCallback] = None) -> dict:
         """
         Run node entry
         :param variable_pool: variable pool
         :param run_args: run args
+        :param callbacks: callbacks
         :return:
         """
         if variable_pool is None and run_args is None:
@@ -52,3 +58,11 @@ class BaseNode:
         :return:
         """
         return {}
+
+    @property
+    def node_type(self) -> NodeType:
+        """
+        Get node type
+        :return:
+        """
+        return self._node_type
diff --git a/api/core/workflow/nodes/start/entities.py b/api/core/workflow/nodes/start/entities.py
index 25b27cf192..64687db042 100644
--- a/api/core/workflow/nodes/start/entities.py
+++ b/api/core/workflow/nodes/start/entities.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from core.app.app_config.entities import VariableEntity
 from core.workflow.entities.base_node_data_entities import BaseNodeData
 from core.workflow.entities.node_entities import NodeType
@@ -22,6 +20,4 @@ class StartNodeData(BaseNodeData):
     """
     type: str = NodeType.START.value
 
-    title: str
-    desc: Optional[str] = None
     variables: list[VariableEntity] = []
diff --git a/api/core/workflow/nodes/start/start_node.py b/api/core/workflow/nodes/start/start_node.py
index e218cced3d..74d8541436 100644
--- a/api/core/workflow/nodes/start/start_node.py
+++ b/api/core/workflow/nodes/start/start_node.py
@@ -7,8 +7,8 @@ from core.workflow.nodes.start.entities import StartNodeData
 
 
 class StartNode(BaseNode):
-    _node_type = NodeType.START
     _node_data_cls = StartNodeData
+    node_type = NodeType.START
 
     def _run(self, variable_pool: Optional[VariablePool] = None,
              run_args: Optional[dict] = None) -> dict:
diff --git a/api/core/workflow/workflow_engine_manager.py b/api/core/workflow/workflow_engine_manager.py
index 3ad36fe1d2..0ec93dd4b2 100644
--- a/api/core/workflow/workflow_engine_manager.py
+++ b/api/core/workflow/workflow_engine_manager.py
@@ -1,9 +1,12 @@
 import json
-from collections.abc import Generator
+import time
 from typing import Optional, Union
 
 from core.workflow.callbacks.base_callback import BaseWorkflowCallback
 from core.workflow.entities.node_entities import NodeType
+from core.workflow.entities.variable_pool import VariablePool
+from core.workflow.entities.workflow_entities import WorkflowRunState
+from core.workflow.nodes.base_node import BaseNode
 from core.workflow.nodes.code.code_node import CodeNode
 from core.workflow.nodes.direct_answer.direct_answer_node import DirectAnswerNode
 from core.workflow.nodes.end.end_node import EndNode
@@ -19,7 +22,16 @@ from core.workflow.nodes.variable_assigner.variable_assigner_node import Variabl
 from extensions.ext_database import db
 from models.account import Account
 from models.model import App, EndUser
-from models.workflow import CreatedByRole, Workflow, WorkflowRun, WorkflowRunStatus, WorkflowRunTriggeredFrom
+from models.workflow import (
+    CreatedByRole,
+    Workflow,
+    WorkflowNodeExecution,
+    WorkflowNodeExecutionStatus,
+    WorkflowNodeExecutionTriggeredFrom,
+    WorkflowRun,
+    WorkflowRunStatus,
+    WorkflowRunTriggeredFrom,
+)
 
 node_classes = {
     NodeType.START: StartNode,
@@ -114,7 +126,7 @@ class WorkflowEngineManager:
                      user: Union[Account, EndUser],
                      user_inputs: dict,
                      system_inputs: Optional[dict] = None,
-                     callbacks: list[BaseWorkflowCallback] = None) -> Generator:
+                     callbacks: list[BaseWorkflowCallback] = None) -> None:
         """
         Run workflow
         :param app_model: App instance
@@ -140,11 +152,66 @@ class WorkflowEngineManager:
             system_inputs=system_inputs
         )
 
+        # init workflow run state
+        workflow_run_state = WorkflowRunState(
+            workflow_run=workflow_run,
+            start_at=time.perf_counter(),
+            variable_pool=VariablePool(
+                system_variables=system_inputs,
+            )
+        )
+
         if callbacks:
             for callback in callbacks:
                 callback.on_workflow_run_started(workflow_run)
 
-        pass
+        # fetch start node
+        start_node = self._get_entry_node(graph)
+        if not start_node:
+            self._workflow_run_failed(
+                workflow_run_state=workflow_run_state,
+                error='Start node not found in workflow graph',
+                callbacks=callbacks
+            )
+            return
+
+        try:
+            predecessor_node = None
+            current_node = start_node
+            while True:
+                # run workflow
+                self._run_workflow_node(
+                    workflow_run_state=workflow_run_state,
+                    node=current_node,
+                    predecessor_node=predecessor_node,
+                    callbacks=callbacks
+                )
+
+                if current_node.node_type == NodeType.END:
+                    break
+
+                # todo fetch next node until end node finished or no next node
+                current_node = None
+
+                if not current_node:
+                    break
+
+                predecessor_node = current_node
+                # or max steps 30 reached
+                # or max execution time 10min reached
+        except Exception as e:
+            self._workflow_run_failed(
+                workflow_run_state=workflow_run_state,
+                error=str(e),
+                callbacks=callbacks
+            )
+            return
+
+        # workflow run success
+        self._workflow_run_success(
+            workflow_run_state=workflow_run_state,
+            callbacks=callbacks
+        )
 
     def _init_workflow_run(self, workflow: Workflow,
                            triggered_from: WorkflowRunTriggeredFrom,
@@ -184,7 +251,7 @@ class WorkflowEngineManager:
                 status=WorkflowRunStatus.RUNNING.value,
                 created_by_role=(CreatedByRole.ACCOUNT.value
                                  if isinstance(user, Account) else CreatedByRole.END_USER.value),
-                created_by_id=user.id
+                created_by=user.id
             )
 
             db.session.add(workflow_run)
@@ -195,6 +262,33 @@ class WorkflowEngineManager:
 
         return workflow_run
 
+    def _workflow_run_failed(self, workflow_run_state: WorkflowRunState,
+                             error: str,
+                             callbacks: list[BaseWorkflowCallback] = None) -> WorkflowRun:
+        """
+        Workflow run failed
+        :param workflow_run_state: workflow run state
+        :param error: error message
+        :param callbacks: workflow callbacks
+        :return:
+        """
+        workflow_run = workflow_run_state.workflow_run
+        workflow_run.status = WorkflowRunStatus.FAILED.value
+        workflow_run.error = error
+        workflow_run.elapsed_time = time.perf_counter() - workflow_run_state.start_at
+        workflow_run.total_tokens = workflow_run_state.total_tokens
+        workflow_run.total_price = workflow_run_state.total_price
+        workflow_run.currency = workflow_run_state.currency
+        workflow_run.total_steps = len(workflow_run_state.workflow_node_executions)
+
+        db.session.commit()
+
+        if callbacks:
+            for callback in callbacks:
+                callback.on_workflow_run_finished(workflow_run)
+
+        return workflow_run
+
     def _get_entry_node(self, graph: dict) -> Optional[StartNode]:
         """
         Get entry node
@@ -210,3 +304,83 @@ class WorkflowEngineManager:
                 return StartNode(config=node_config)
 
         return None
+
+    def _run_workflow_node(self, workflow_run_state: WorkflowRunState,
+                           node: BaseNode,
+                           predecessor_node: Optional[BaseNode] = None,
+                           callbacks: list[BaseWorkflowCallback] = None) -> WorkflowNodeExecution:
+        # init workflow node execution
+        start_at = time.perf_counter()
+        workflow_node_execution = self._init_node_execution_from_workflow_run(
+            workflow_run_state=workflow_run_state,
+            node=node,
+            predecessor_node=predecessor_node,
+        )
+
+        # add to workflow node executions
+        workflow_run_state.workflow_node_executions.append(workflow_node_execution)
+
+        try:
+            # run node, result must have inputs, process_data, outputs, execution_metadata
+            node_run_result = node.run(
+                variable_pool=workflow_run_state.variable_pool,
+                callbacks=callbacks
+            )
+        except Exception as e:
+            # node run failed
+            self._workflow_node_execution_failed(
+                workflow_node_execution=workflow_node_execution,
+                error=str(e),
+                callbacks=callbacks
+            )
+            raise
+
+        # node run success
+        self._workflow_node_execution_success(
+            workflow_node_execution=workflow_node_execution,
+            result=node_run_result,
+            callbacks=callbacks
+        )
+
+        return workflow_node_execution
+
+    def _init_node_execution_from_workflow_run(self, workflow_run_state: WorkflowRunState,
+                                               node: BaseNode,
+                                               predecessor_node: Optional[BaseNode] = None,
+                                               callbacks: list[BaseWorkflowCallback] = None) -> WorkflowNodeExecution:
+        """
+        Init workflow node execution from workflow run
+        :param workflow_run_state: workflow run state
+        :param node: current node
+        :param predecessor_node: predecessor node if exists
+        :param callbacks: workflow callbacks
+        :return:
+        """
+        workflow_run = workflow_run_state.workflow_run
+
+        # init workflow node execution
+        workflow_node_execution = WorkflowNodeExecution(
+            tenant_id=workflow_run.tenant_id,
+            app_id=workflow_run.app_id,
+            workflow_id=workflow_run.workflow_id,
+            triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+            workflow_run_id=workflow_run.id,
+            predecessor_node_id=predecessor_node.node_id if predecessor_node else None,
+            index=len(workflow_run_state.workflow_node_executions) + 1,
+            node_id=node.node_id,
+            node_type=node.node_type.value,
+            title=node.node_data.title,
+            type=node.node_type.value,
+            status=WorkflowNodeExecutionStatus.RUNNING.value,
+            created_by_role=workflow_run.created_by_role,
+            created_by=workflow_run.created_by
+        )
+
+        db.session.add(workflow_node_execution)
+        db.session.commit()
+
+        if callbacks:
+            for callback in callbacks:
+                callback.on_workflow_node_execute_started(workflow_node_execution)
+
+        return workflow_node_execution
diff --git a/api/libs/helper.py b/api/libs/helper.py
index a35f4ad471..3eb14c50f0 100644
--- a/api/libs/helper.py
+++ b/api/libs/helper.py
@@ -15,7 +15,7 @@ def run(script):
 
 
 class TimestampField(fields.Raw):
-    def format(self, value):
+    def format(self, value) -> int:
         return int(value.timestamp())
 
 
diff --git a/web/.husky/pre-commit b/web/.husky/pre-commit
index 1f8ae9a8d3..4bc7fb77ab 100755
--- a/web/.husky/pre-commit
+++ b/web/.husky/pre-commit
@@ -31,14 +31,16 @@ if $api_modified; then
         pip install ruff
     fi
 
-    ruff check ./api
-    result=$?
+    ruff check ./api || status=$?
 
-    if [ $result -ne 0 ]; then
+    status=${status:-0}
+
+
+    if [ $status -ne 0 ]; then
+      echo "Ruff linter on api module error, exit code: $status"
       echo "Please run 'dev/reformat' to fix the fixable linting errors."
+      exit 1
     fi
-
-    exit $result
 fi
 
 if $web_modified; then