diff --git a/api/core/app/workflow/node_factory.py b/api/core/app/workflow/node_factory.py
index e0a0059a38..a5773bbef8 100644
--- a/api/core/app/workflow/node_factory.py
+++ b/api/core/app/workflow/node_factory.py
@@ -4,13 +4,14 @@ from typing import TYPE_CHECKING, final
 from typing_extensions import override
 
 from configs import dify_config
-from core.file import file_manager
-from core.helper import ssrf_proxy
+from core.file.file_manager import file_manager
 from core.helper.code_executor.code_executor import CodeExecutor
 from core.helper.code_executor.code_node_provider import CodeNodeProvider
+from core.helper.ssrf_proxy import ssrf_proxy
 from core.tools.tool_file_manager import ToolFileManager
+from core.workflow.entities.graph_config import NodeConfigDict
 from core.workflow.enums import NodeType
-from core.workflow.graph import NodeFactory
+from core.workflow.graph.graph import NodeFactory
 from core.workflow.nodes.base.node import Node
 from core.workflow.nodes.code.code_node import CodeNode
 from core.workflow.nodes.code.limits import CodeNodeLimits
@@ -22,7 +23,6 @@ from core.workflow.nodes.template_transform.template_renderer import (
     Jinja2TemplateRenderer,
 )
 from core.workflow.nodes.template_transform.template_transform_node import TemplateTransformNode
-from libs.typing import is_str, is_str_dict
 
 if TYPE_CHECKING:
     from core.workflow.entities import GraphInitParams
@@ -47,9 +47,9 @@ class DifyNodeFactory(NodeFactory):
         code_providers: Sequence[type[CodeNodeProvider]] | None = None,
         code_limits: CodeNodeLimits | None = None,
         template_renderer: Jinja2TemplateRenderer | None = None,
-        http_request_http_client: HttpClientProtocol = ssrf_proxy,
+        http_request_http_client: HttpClientProtocol | None = None,
         http_request_tool_file_manager_factory: Callable[[], ToolFileManager] = ToolFileManager,
-        http_request_file_manager: FileManagerProtocol = file_manager,
+        http_request_file_manager: FileManagerProtocol | None = None,
     ) -> None:
         self.graph_init_params = graph_init_params
         self.graph_runtime_state = graph_runtime_state
@@ -68,12 +68,12 @@ class DifyNodeFactory(NodeFactory):
             max_object_array_length=dify_config.CODE_MAX_OBJECT_ARRAY_LENGTH,
         )
         self._template_renderer = template_renderer or CodeExecutorJinja2TemplateRenderer()
-        self._http_request_http_client = http_request_http_client
+        self._http_request_http_client = http_request_http_client or ssrf_proxy
         self._http_request_tool_file_manager_factory = http_request_tool_file_manager_factory
-        self._http_request_file_manager = http_request_file_manager
+        self._http_request_file_manager = http_request_file_manager or file_manager
 
     @override
-    def create_node(self, node_config: dict[str, object]) -> Node:
+    def create_node(self, node_config: NodeConfigDict) -> Node:
         """
         Create a Node instance from node configuration data using the traditional mapping.
 
@@ -82,23 +82,14 @@ class DifyNodeFactory(NodeFactory):
         :raises ValueError: if node type is unknown or configuration is invalid
         """
         # Get node_id from config
-        node_id = node_config.get("id")
-        if not is_str(node_id):
-            raise ValueError("Node config missing id")
+        node_id = node_config["id"]
 
         # Get node type from config
-        node_data = node_config.get("data", {})
-        if not is_str_dict(node_data):
-            raise ValueError(f"Node {node_id} missing data information")
-
-        node_type_str = node_data.get("type")
-        if not is_str(node_type_str):
-            raise ValueError(f"Node {node_id} missing or invalid type information")
-
+        node_data = node_config["data"]
         try:
-            node_type = NodeType(node_type_str)
+            node_type = NodeType(node_data["type"])
         except ValueError:
-            raise ValueError(f"Unknown node type: {node_type_str}")
+            raise ValueError(f"Unknown node type: {node_data['type']}")
 
         # Get node class
         node_mapping = NODE_TYPE_CLASSES_MAPPING.get(node_type)
diff --git a/api/core/file/file_manager.py b/api/core/file/file_manager.py
index c0fefef3d0..9945d7c1ab 100644
--- a/api/core/file/file_manager.py
+++ b/api/core/file/file_manager.py
@@ -168,3 +168,18 @@ def _to_url(f: File, /):
         return sign_tool_file(tool_file_id=f.related_id, extension=f.extension)
     else:
         raise ValueError(f"Unsupported transfer method: {f.transfer_method}")
+
+
+class FileManager:
+    """
+    Adapter exposing file manager helpers behind FileManagerProtocol.
+
+    This is intentionally a thin wrapper over the existing module-level functions so callers can inject it
+    where a protocol-typed file manager is expected.
+    """
+
+    def download(self, f: File, /) -> bytes:
+        return download(f)
+
+
+file_manager = FileManager()
diff --git a/api/core/helper/code_executor/code_node_provider.py b/api/core/helper/code_executor/code_node_provider.py
index e93e1e4414..f4cce0b332 100644
--- a/api/core/helper/code_executor/code_node_provider.py
+++ b/api/core/helper/code_executor/code_node_provider.py
@@ -47,15 +47,16 @@ class CodeNodeProvider(BaseModel, ABC):
 
     @classmethod
     def get_default_config(cls) -> DefaultConfig:
-        return {
-            "type": "code",
-            "config": {
-                "variables": [
-                    {"variable": "arg1", "value_selector": []},
-                    {"variable": "arg2", "value_selector": []},
-                ],
-                "code_language": cls.get_language(),
-                "code": cls.get_default_code(),
-                "outputs": {"result": {"type": "string", "children": None}},
-            },
+        variables: list[VariableConfig] = [
+            {"variable": "arg1", "value_selector": []},
+            {"variable": "arg2", "value_selector": []},
+        ]
+        outputs: dict[str, OutputConfig] = {"result": {"type": "string", "children": None}}
+
+        config: CodeConfig = {
+            "variables": variables,
+            "code_language": cls.get_language(),
+            "code": cls.get_default_code(),
+            "outputs": outputs,
         }
+        return {"type": "code", "config": config}
diff --git a/api/core/helper/ssrf_proxy.py b/api/core/helper/ssrf_proxy.py
index ddccfbaf45..54068fc28d 100644
--- a/api/core/helper/ssrf_proxy.py
+++ b/api/core/helper/ssrf_proxy.py
@@ -230,3 +230,41 @@ def delete(url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any)
 
 def head(url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any) -> httpx.Response:
     return make_request("HEAD", url, max_retries=max_retries, **kwargs)
+
+
+class SSRFProxy:
+    """
+    Adapter exposing SSRF-protected HTTP helpers behind HttpClientProtocol.
+
+    This is intentionally a thin wrapper over the existing module-level functions so callers can inject it
+    where a protocol-typed HTTP client is expected.
+    """
+
+    @property
+    def max_retries_exceeded_error(self) -> type[Exception]:
+        return max_retries_exceeded_error
+
+    @property
+    def request_error(self) -> type[Exception]:
+        return request_error
+
+    def get(self, url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any) -> httpx.Response:
+        return get(url=url, max_retries=max_retries, **kwargs)
+
+    def head(self, url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any) -> httpx.Response:
+        return head(url=url, max_retries=max_retries, **kwargs)
+
+    def post(self, url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any) -> httpx.Response:
+        return post(url=url, max_retries=max_retries, **kwargs)
+
+    def put(self, url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any) -> httpx.Response:
+        return put(url=url, max_retries=max_retries, **kwargs)
+
+    def delete(self, url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any) -> httpx.Response:
+        return delete(url=url, max_retries=max_retries, **kwargs)
+
+    def patch(self, url: str, max_retries: int = SSRF_DEFAULT_MAX_RETRIES, **kwargs: Any) -> httpx.Response:
+        return patch(url=url, max_retries=max_retries, **kwargs)
+
+
+ssrf_proxy = SSRFProxy()
diff --git a/api/core/schemas/registry.py b/api/core/schemas/registry.py
index b4ecfe47ff..b87fba4eaa 100644
--- a/api/core/schemas/registry.py
+++ b/api/core/schemas/registry.py
@@ -35,6 +35,7 @@ class SchemaRegistry:
                     registry.load_all_versions()
 
                     cls._default_instance = registry
+            return cls._default_instance
 
         return cls._default_instance
 
diff --git a/api/core/tools/tool_manager.py b/api/core/tools/tool_manager.py
index f8213d9fd7..d561d39923 100644
--- a/api/core/tools/tool_manager.py
+++ b/api/core/tools/tool_manager.py
@@ -189,16 +189,13 @@ class ToolManager:
                 raise ToolProviderNotFoundError(f"builtin tool {tool_name} not found")
 
             if not provider_controller.need_credentials:
-                return cast(
-                    BuiltinTool,
-                    builtin_tool.fork_tool_runtime(
-                        runtime=ToolRuntime(
-                            tenant_id=tenant_id,
-                            credentials={},
-                            invoke_from=invoke_from,
-                            tool_invoke_from=tool_invoke_from,
-                        )
-                    ),
+                return builtin_tool.fork_tool_runtime(
+                    runtime=ToolRuntime(
+                        tenant_id=tenant_id,
+                        credentials={},
+                        invoke_from=invoke_from,
+                        tool_invoke_from=tool_invoke_from,
+                    )
                 )
             builtin_provider = None
             if isinstance(provider_controller, PluginToolProviderController):
@@ -300,18 +297,15 @@ class ToolManager:
                 decrypted_credentials = refreshed_credentials.credentials
                 cache.delete()
 
-            return cast(
-                BuiltinTool,
-                builtin_tool.fork_tool_runtime(
-                    runtime=ToolRuntime(
-                        tenant_id=tenant_id,
-                        credentials=dict(decrypted_credentials),
-                        credential_type=CredentialType.of(builtin_provider.credential_type),
-                        runtime_parameters={},
-                        invoke_from=invoke_from,
-                        tool_invoke_from=tool_invoke_from,
-                    )
-                ),
+            return builtin_tool.fork_tool_runtime(
+                runtime=ToolRuntime(
+                    tenant_id=tenant_id,
+                    credentials=dict(decrypted_credentials),
+                    credential_type=CredentialType.of(builtin_provider.credential_type),
+                    runtime_parameters={},
+                    invoke_from=invoke_from,
+                    tool_invoke_from=tool_invoke_from,
+                )
             )
 
         elif provider_type == ToolProviderType.API:
diff --git a/api/core/workflow/entities/graph_config.py b/api/core/workflow/entities/graph_config.py
new file mode 100644
index 0000000000..209dcfe6bc
--- /dev/null
+++ b/api/core/workflow/entities/graph_config.py
@@ -0,0 +1,24 @@
+from __future__ import annotations
+
+import sys
+
+from pydantic import TypeAdapter, with_config
+
+if sys.version_info >= (3, 12):
+    from typing import TypedDict
+else:
+    from typing_extensions import TypedDict
+
+
+@with_config(extra="allow")
+class NodeConfigData(TypedDict):
+    type: str
+
+
+@with_config(extra="allow")
+class NodeConfigDict(TypedDict):
+    id: str
+    data: NodeConfigData
+
+
+NodeConfigDictAdapter = TypeAdapter(NodeConfigDict)
diff --git a/api/core/workflow/graph/graph.py b/api/core/workflow/graph/graph.py
index 31bf6f3b27..52bbbb20cc 100644
--- a/api/core/workflow/graph/graph.py
+++ b/api/core/workflow/graph/graph.py
@@ -5,15 +5,20 @@ from collections import defaultdict
 from collections.abc import Mapping, Sequence
 from typing import Protocol, cast, final
 
+from pydantic import TypeAdapter
+
+from core.workflow.entities.graph_config import NodeConfigDict
 from core.workflow.enums import ErrorStrategy, NodeExecutionType, NodeState, NodeType
 from core.workflow.nodes.base.node import Node
-from libs.typing import is_str, is_str_dict
+from libs.typing import is_str
 
 from .edge import Edge
 from .validation import get_graph_validator
 
 logger = logging.getLogger(__name__)
 
+_ListNodeConfigDict = TypeAdapter(list[NodeConfigDict])
+
 
 class NodeFactory(Protocol):
     """
@@ -23,7 +28,7 @@ class NodeFactory(Protocol):
     allowing for different node creation strategies while maintaining type safety.
     """
 
-    def create_node(self, node_config: dict[str, object]) -> Node:
+    def create_node(self, node_config: NodeConfigDict) -> Node:
         """
         Create a Node instance from node configuration data.
 
@@ -63,28 +68,24 @@ class Graph:
         self.root_node = root_node
 
     @classmethod
-    def _parse_node_configs(cls, node_configs: list[dict[str, object]]) -> dict[str, dict[str, object]]:
+    def _parse_node_configs(cls, node_configs: list[NodeConfigDict]) -> dict[str, NodeConfigDict]:
         """
         Parse node configurations and build a mapping of node IDs to configs.
 
         :param node_configs: list of node configuration dictionaries
         :return: mapping of node ID to node config
         """
-        node_configs_map: dict[str, dict[str, object]] = {}
+        node_configs_map: dict[str, NodeConfigDict] = {}
 
         for node_config in node_configs:
-            node_id = node_config.get("id")
-            if not node_id or not isinstance(node_id, str):
-                continue
-
-            node_configs_map[node_id] = node_config
+            node_configs_map[node_config["id"]] = node_config
 
         return node_configs_map
 
     @classmethod
     def _find_root_node_id(
         cls,
-        node_configs_map: Mapping[str, Mapping[str, object]],
+        node_configs_map: Mapping[str, NodeConfigDict],
         edge_configs: Sequence[Mapping[str, object]],
         root_node_id: str | None = None,
     ) -> str:
@@ -113,10 +114,8 @@ class Graph:
         # Prefer START node if available
         start_node_id = None
         for nid in root_candidates:
-            node_data = node_configs_map[nid].get("data")
-            if not is_str_dict(node_data):
-                continue
-            node_type = node_data.get("type")
+            node_data = node_configs_map[nid]["data"]
+            node_type = node_data["type"]
             if not isinstance(node_type, str):
                 continue
             if NodeType(node_type).is_start_node:
@@ -176,7 +175,7 @@ class Graph:
     @classmethod
     def _create_node_instances(
         cls,
-        node_configs_map: dict[str, dict[str, object]],
+        node_configs_map: dict[str, NodeConfigDict],
         node_factory: NodeFactory,
     ) -> dict[str, Node]:
         """
@@ -303,7 +302,7 @@ class Graph:
         node_configs = graph_config.get("nodes", [])
 
         edge_configs = cast(list[dict[str, object]], edge_configs)
-        node_configs = cast(list[dict[str, object]], node_configs)
+        node_configs = _ListNodeConfigDict.validate_python(node_configs)
 
         if not node_configs:
             raise ValueError("Graph must have at least one node")
diff --git a/api/core/workflow/graph_engine/graph_engine.py b/api/core/workflow/graph_engine/graph_engine.py
index 0b359a2392..2b76b563ff 100644
--- a/api/core/workflow/graph_engine/graph_engine.py
+++ b/api/core/workflow/graph_engine/graph_engine.py
@@ -46,7 +46,6 @@ from .graph_traversal import EdgeProcessor, SkipPropagator
 from .layers.base import GraphEngineLayer
 from .orchestration import Dispatcher, ExecutionCoordinator
 from .protocols.command_channel import CommandChannel
-from .ready_queue import ReadyQueue
 from .worker_management import WorkerPool
 
 if TYPE_CHECKING:
@@ -90,7 +89,7 @@ class GraphEngine:
         self._graph_execution.workflow_id = workflow_id
 
         # === Execution Queues ===
-        self._ready_queue = cast(ReadyQueue, self._graph_runtime_state.ready_queue)
+        self._ready_queue = self._graph_runtime_state.ready_queue
 
         # Queue for events generated during execution
         self._event_queue: queue.Queue[GraphNodeEventBase] = queue.Queue()
diff --git a/api/core/workflow/graph_engine/response_coordinator/coordinator.py b/api/core/workflow/graph_engine/response_coordinator/coordinator.py
index 98e0ea91ef..e82ba29438 100644
--- a/api/core/workflow/graph_engine/response_coordinator/coordinator.py
+++ b/api/core/workflow/graph_engine/response_coordinator/coordinator.py
@@ -15,10 +15,10 @@ from uuid import uuid4
 from pydantic import BaseModel, Field
 
 from core.workflow.enums import NodeExecutionType, NodeState
-from core.workflow.graph import Graph
 from core.workflow.graph_events import NodeRunStreamChunkEvent, NodeRunSucceededEvent
 from core.workflow.nodes.base.template import TextSegment, VariableSegment
 from core.workflow.runtime import VariablePool
+from core.workflow.runtime.graph_runtime_state import GraphProtocol
 
 from .path import Path
 from .session import ResponseSession
@@ -75,7 +75,7 @@ class ResponseStreamCoordinator:
     Ensures ordered streaming of responses based on upstream node outputs and constants.
     """
 
-    def __init__(self, variable_pool: "VariablePool", graph: "Graph") -> None:
+    def __init__(self, variable_pool: "VariablePool", graph: GraphProtocol) -> None:
         """
         Initialize coordinator with variable pool.
 
diff --git a/api/core/workflow/nodes/base/entities.py b/api/core/workflow/nodes/base/entities.py
index e5a20c8e91..c5426e3fb7 100644
--- a/api/core/workflow/nodes/base/entities.py
+++ b/api/core/workflow/nodes/base/entities.py
@@ -115,7 +115,7 @@ class DefaultValue(BaseModel):
     @model_validator(mode="after")
     def validate_value_type(self) -> DefaultValue:
         # Type validation configuration
-        type_validators = {
+        type_validators: dict[DefaultValueType, dict[str, Any]] = {
             DefaultValueType.STRING: {
                 "type": str,
                 "converter": lambda x: x,
diff --git a/api/core/workflow/nodes/code/entities.py b/api/core/workflow/nodes/code/entities.py
index 10a1c897e9..8026011196 100644
--- a/api/core/workflow/nodes/code/entities.py
+++ b/api/core/workflow/nodes/code/entities.py
@@ -1,4 +1,4 @@
-from typing import Annotated, Literal, Self
+from typing import Annotated, Literal
 
 from pydantic import AfterValidator, BaseModel
 
@@ -34,7 +34,7 @@ class CodeNodeData(BaseNodeData):
 
     class Output(BaseModel):
         type: Annotated[SegmentType, AfterValidator(_validate_type)]
-        children: dict[str, Self] | None = None
+        children: dict[str, "CodeNodeData.Output"] | None = None
 
     class Dependency(BaseModel):
         name: str
diff --git a/api/core/workflow/nodes/datasource/datasource_node.py b/api/core/workflow/nodes/datasource/datasource_node.py
index 925561cf7c..fd71d610b4 100644
--- a/api/core/workflow/nodes/datasource/datasource_node.py
+++ b/api/core/workflow/nodes/datasource/datasource_node.py
@@ -69,11 +69,13 @@ class DatasourceNode(Node[DatasourceNodeData]):
         if datasource_type is None:
             raise DatasourceNodeError("Datasource type is not set")
 
+        datasource_type = DatasourceProviderType.value_of(datasource_type)
+
         datasource_runtime = DatasourceManager.get_datasource_runtime(
             provider_id=f"{node_data.plugin_id}/{node_data.provider_name}",
             datasource_name=node_data.datasource_name or "",
             tenant_id=self.tenant_id,
-            datasource_type=DatasourceProviderType.value_of(datasource_type),
+            datasource_type=datasource_type,
         )
         datasource_info["icon"] = datasource_runtime.get_icon_url(self.tenant_id)
 
diff --git a/api/core/workflow/nodes/http_request/executor.py b/api/core/workflow/nodes/http_request/executor.py
index 429f8411a6..7de8216562 100644
--- a/api/core/workflow/nodes/http_request/executor.py
+++ b/api/core/workflow/nodes/http_request/executor.py
@@ -2,7 +2,7 @@ import base64
 import json
 import secrets
 import string
-from collections.abc import Mapping
+from collections.abc import Callable, Mapping
 from copy import deepcopy
 from typing import Any, Literal
 from urllib.parse import urlencode, urlparse
@@ -11,9 +11,9 @@ import httpx
 from json_repair import repair_json
 
 from configs import dify_config
-from core.file import file_manager
 from core.file.enums import FileTransferMethod
-from core.helper import ssrf_proxy
+from core.file.file_manager import file_manager as default_file_manager
+from core.helper.ssrf_proxy import ssrf_proxy
 from core.variables.segments import ArrayFileSegment, FileSegment
 from core.workflow.runtime import VariablePool
 
@@ -79,8 +79,8 @@ class Executor:
         timeout: HttpRequestNodeTimeout,
         variable_pool: VariablePool,
         max_retries: int = dify_config.SSRF_DEFAULT_MAX_RETRIES,
-        http_client: HttpClientProtocol = ssrf_proxy,
-        file_manager: FileManagerProtocol = file_manager,
+        http_client: HttpClientProtocol | None = None,
+        file_manager: FileManagerProtocol | None = None,
     ):
         # If authorization API key is present, convert the API key using the variable pool
         if node_data.authorization.type == "api-key":
@@ -107,8 +107,8 @@ class Executor:
         self.data = None
         self.json = None
         self.max_retries = max_retries
-        self._http_client = http_client
-        self._file_manager = file_manager
+        self._http_client = http_client or ssrf_proxy
+        self._file_manager = file_manager or default_file_manager
 
         # init template
         self.variable_pool = variable_pool
@@ -336,7 +336,7 @@ class Executor:
         """
         do http request depending on api bundle
         """
-        _METHOD_MAP = {
+        _METHOD_MAP: dict[str, Callable[..., httpx.Response]] = {
             "get": self._http_client.get,
             "head": self._http_client.head,
             "post": self._http_client.post,
@@ -348,7 +348,7 @@ class Executor:
         if method_lc not in _METHOD_MAP:
             raise InvalidHttpMethodError(f"Invalid http method {self.method}")
 
-        request_args = {
+        request_args: dict[str, Any] = {
             "data": self.data,
             "files": self.files,
             "json": self.json,
@@ -361,14 +361,13 @@ class Executor:
         }
         # request_args = {k: v for k, v in request_args.items() if v is not None}
         try:
-            response: httpx.Response = _METHOD_MAP[method_lc](
+            response = _METHOD_MAP[method_lc](
                 url=self.url,
                 **request_args,
                 max_retries=self.max_retries,
             )
         except (self._http_client.max_retries_exceeded_error, self._http_client.request_error) as e:
             raise HttpRequestNodeError(str(e)) from e
-        # FIXME: fix type ignore, this maybe httpx type issue
         return response
 
     def invoke(self) -> Response:
diff --git a/api/core/workflow/nodes/http_request/node.py b/api/core/workflow/nodes/http_request/node.py
index 964e53e03c..480482375f 100644
--- a/api/core/workflow/nodes/http_request/node.py
+++ b/api/core/workflow/nodes/http_request/node.py
@@ -4,8 +4,9 @@ from collections.abc import Callable, Mapping, Sequence
 from typing import TYPE_CHECKING, Any
 
 from configs import dify_config
-from core.file import File, FileTransferMethod, file_manager
-from core.helper import ssrf_proxy
+from core.file import File, FileTransferMethod
+from core.file.file_manager import file_manager as default_file_manager
+from core.helper.ssrf_proxy import ssrf_proxy
 from core.tools.tool_file_manager import ToolFileManager
 from core.variables.segments import ArrayFileSegment
 from core.workflow.enums import NodeType, WorkflowNodeExecutionStatus
@@ -47,9 +48,9 @@ class HttpRequestNode(Node[HttpRequestNodeData]):
         graph_init_params: "GraphInitParams",
         graph_runtime_state: "GraphRuntimeState",
         *,
-        http_client: HttpClientProtocol = ssrf_proxy,
+        http_client: HttpClientProtocol | None = None,
         tool_file_manager_factory: Callable[[], ToolFileManager] = ToolFileManager,
-        file_manager: FileManagerProtocol = file_manager,
+        file_manager: FileManagerProtocol | None = None,
     ) -> None:
         super().__init__(
             id=id,
@@ -57,9 +58,9 @@ class HttpRequestNode(Node[HttpRequestNodeData]):
             graph_init_params=graph_init_params,
             graph_runtime_state=graph_runtime_state,
         )
-        self._http_client = http_client
+        self._http_client = http_client or ssrf_proxy
         self._tool_file_manager_factory = tool_file_manager_factory
-        self._file_manager = file_manager
+        self._file_manager = file_manager or default_file_manager
 
     @classmethod
     def get_default_config(cls, filters: Mapping[str, object] | None = None) -> Mapping[str, object]:
diff --git a/api/core/workflow/nodes/iteration/iteration_node.py b/api/core/workflow/nodes/iteration/iteration_node.py
index c19182549f..25a881ea7d 100644
--- a/api/core/workflow/nodes/iteration/iteration_node.py
+++ b/api/core/workflow/nodes/iteration/iteration_node.py
@@ -397,7 +397,7 @@ class IterationNode(LLMUsageTrackingMixin, Node[IterationNodeData]):
             return outputs
 
         # Check if all non-None outputs are lists
-        non_none_outputs = [output for output in outputs if output is not None]
+        non_none_outputs: list[object] = [output for output in outputs if output is not None]
         if not non_none_outputs:
             return outputs
 
diff --git a/api/core/workflow/nodes/list_operator/node.py b/api/core/workflow/nodes/list_operator/node.py
index 813d898b9a..235f5b9c52 100644
--- a/api/core/workflow/nodes/list_operator/node.py
+++ b/api/core/workflow/nodes/list_operator/node.py
@@ -196,13 +196,13 @@ def _get_file_extract_string_func(*, key: str) -> Callable[[File], str]:
         case "name":
             return lambda x: x.filename or ""
         case "type":
-            return lambda x: x.type
+            return lambda x: str(x.type)
         case "extension":
             return lambda x: x.extension or ""
         case "mime_type":
             return lambda x: x.mime_type or ""
         case "transfer_method":
-            return lambda x: x.transfer_method
+            return lambda x: str(x.transfer_method)
         case "url":
             return lambda x: x.remote_url or ""
         case "related_id":
@@ -276,7 +276,6 @@ def _get_boolean_filter_func(*, condition: FilterOperator, value: bool) -> Calla
 
 
 def _get_file_filter_func(*, key: str, condition: str, value: str | Sequence[str]) -> Callable[[File], bool]:
-    extract_func: Callable[[File], Any]
     if key in {"name", "extension", "mime_type", "url", "related_id"} and isinstance(value, str):
         extract_func = _get_file_extract_string_func(key=key)
         return lambda x: _get_string_filter_func(condition=condition, value=value)(extract_func(x))
@@ -284,8 +283,8 @@ def _get_file_filter_func(*, key: str, condition: str, value: str | Sequence[str
         extract_func = _get_file_extract_string_func(key=key)
         return lambda x: _get_sequence_filter_func(condition=condition, value=value)(extract_func(x))
     elif key == "size" and isinstance(value, str):
-        extract_func = _get_file_extract_number_func(key=key)
-        return lambda x: _get_number_filter_func(condition=condition, value=float(value))(extract_func(x))
+        extract_number = _get_file_extract_number_func(key=key)
+        return lambda x: _get_number_filter_func(condition=condition, value=float(value))(extract_number(x))
     else:
         raise InvalidKeyError(f"Invalid key: {key}")
 
diff --git a/api/core/workflow/nodes/llm/node.py b/api/core/workflow/nodes/llm/node.py
index 17d82c2118..beccf79344 100644
--- a/api/core/workflow/nodes/llm/node.py
+++ b/api/core/workflow/nodes/llm/node.py
@@ -852,18 +852,16 @@ class LLMNode(Node[LLMNodeData]):
             # Insert histories into the prompt
             prompt_content = prompt_messages[0].content
             # For issue #11247 - Check if prompt content is a string or a list
-            prompt_content_type = type(prompt_content)
-            if prompt_content_type == str:
+            if isinstance(prompt_content, str):
                 prompt_content = str(prompt_content)
                 if "#histories#" in prompt_content:
                     prompt_content = prompt_content.replace("#histories#", memory_text)
                 else:
                     prompt_content = memory_text + "\n" + prompt_content
                 prompt_messages[0].content = prompt_content
-            elif prompt_content_type == list:
-                prompt_content = prompt_content if isinstance(prompt_content, list) else []
+            elif isinstance(prompt_content, list):
                 for content_item in prompt_content:
-                    if content_item.type == PromptMessageContentType.TEXT:
+                    if isinstance(content_item, TextPromptMessageContent):
                         if "#histories#" in content_item.data:
                             content_item.data = content_item.data.replace("#histories#", memory_text)
                         else:
@@ -873,13 +871,12 @@ class LLMNode(Node[LLMNodeData]):
 
             # Add current query to the prompt message
             if sys_query:
-                if prompt_content_type == str:
+                if isinstance(prompt_content, str):
                     prompt_content = str(prompt_messages[0].content).replace("#sys.query#", sys_query)
                     prompt_messages[0].content = prompt_content
-                elif prompt_content_type == list:
-                    prompt_content = prompt_content if isinstance(prompt_content, list) else []
+                elif isinstance(prompt_content, list):
                     for content_item in prompt_content:
-                        if content_item.type == PromptMessageContentType.TEXT:
+                        if isinstance(content_item, TextPromptMessageContent):
                             content_item.data = sys_query + "\n" + content_item.data
                 else:
                     raise ValueError("Invalid prompt content type")
@@ -1033,14 +1030,14 @@ class LLMNode(Node[LLMNodeData]):
         if typed_node_data.prompt_config:
             enable_jinja = False
 
-            if isinstance(prompt_template, list):
+            if isinstance(prompt_template, LLMNodeCompletionModelPromptTemplate):
+                if prompt_template.edition_type == "jinja2":
+                    enable_jinja = True
+            else:
                 for prompt in prompt_template:
                     if prompt.edition_type == "jinja2":
                         enable_jinja = True
                         break
-            else:
-                if prompt_template.edition_type == "jinja2":
-                    enable_jinja = True
 
             if enable_jinja:
                 for variable_selector in typed_node_data.prompt_config.jinja2_variables or []:
diff --git a/api/core/workflow/nodes/protocols.py b/api/core/workflow/nodes/protocols.py
index e7dcf62fcf..2ad39e0ab5 100644
--- a/api/core/workflow/nodes/protocols.py
+++ b/api/core/workflow/nodes/protocols.py
@@ -1,4 +1,4 @@
-from typing import Protocol
+from typing import Any, Protocol
 
 import httpx
 
@@ -12,17 +12,17 @@ class HttpClientProtocol(Protocol):
     @property
     def request_error(self) -> type[Exception]: ...
 
-    def get(self, url: str, max_retries: int = ..., **kwargs: object) -> httpx.Response: ...
+    def get(self, url: str, max_retries: int = ..., **kwargs: Any) -> httpx.Response: ...
 
-    def head(self, url: str, max_retries: int = ..., **kwargs: object) -> httpx.Response: ...
+    def head(self, url: str, max_retries: int = ..., **kwargs: Any) -> httpx.Response: ...
 
-    def post(self, url: str, max_retries: int = ..., **kwargs: object) -> httpx.Response: ...
+    def post(self, url: str, max_retries: int = ..., **kwargs: Any) -> httpx.Response: ...
 
-    def put(self, url: str, max_retries: int = ..., **kwargs: object) -> httpx.Response: ...
+    def put(self, url: str, max_retries: int = ..., **kwargs: Any) -> httpx.Response: ...
 
-    def delete(self, url: str, max_retries: int = ..., **kwargs: object) -> httpx.Response: ...
+    def delete(self, url: str, max_retries: int = ..., **kwargs: Any) -> httpx.Response: ...
 
-    def patch(self, url: str, max_retries: int = ..., **kwargs: object) -> httpx.Response: ...
+    def patch(self, url: str, max_retries: int = ..., **kwargs: Any) -> httpx.Response: ...
 
 
 class FileManagerProtocol(Protocol):
diff --git a/api/core/workflow/workflow_entry.py b/api/core/workflow/workflow_entry.py
index 43f15f6fd0..4b1845cda2 100644
--- a/api/core/workflow/workflow_entry.py
+++ b/api/core/workflow/workflow_entry.py
@@ -144,11 +144,11 @@ class WorkflowEntry:
         :param user_inputs: user inputs
         :return:
         """
-        node_config = dict(workflow.get_node_config_by_id(node_id))
-        node_config_data = node_config.get("data", {})
+        node_config = workflow.get_node_config_by_id(node_id)
+        node_config_data = node_config["data"]
 
         # Get node type
-        node_type = NodeType(node_config_data.get("type"))
+        node_type = NodeType(node_config_data["type"])
 
         # init graph init params and runtime state
         graph_init_params = GraphInitParams(
diff --git a/api/models/workflow.py b/api/models/workflow.py
index df83228c2a..83956b1114 100644
--- a/api/models/workflow.py
+++ b/api/models/workflow.py
@@ -29,6 +29,7 @@ from core.workflow.constants import (
     CONVERSATION_VARIABLE_NODE_ID,
     SYSTEM_VARIABLE_NODE_ID,
 )
+from core.workflow.entities.graph_config import NodeConfigDict, NodeConfigDictAdapter
 from core.workflow.entities.pause_reason import HumanInputRequired, PauseReason, PauseReasonType, SchedulingPause
 from core.workflow.enums import NodeType
 from extensions.ext_storage import Storage
@@ -229,7 +230,7 @@ class Workflow(Base):  # bug
         # - `_get_graph_and_variable_pool_for_single_node_run`.
         return json.loads(self.graph) if self.graph else {}
 
-    def get_node_config_by_id(self, node_id: str) -> Mapping[str, Any]:
+    def get_node_config_by_id(self, node_id: str) -> NodeConfigDict:
         """Extract a node configuration from the workflow graph by node ID.
         A node configuration is a dictionary containing the node's properties, including
         the node's id, title, and its data as a dict.
@@ -247,8 +248,7 @@ class Workflow(Base):  # bug
             node_config: dict[str, Any] = next(filter(lambda node: node["id"] == node_id, nodes))
         except StopIteration:
             raise NodeNotFoundError(node_id)
-        assert isinstance(node_config, dict)
-        return node_config
+        return NodeConfigDictAdapter.validate_python(node_config)
 
     @staticmethod
     def get_node_type_from_node_config(node_config: Mapping[str, Any]) -> NodeType:
diff --git a/api/pyproject.toml b/api/pyproject.toml
index 41e532047c..97e6c83ed6 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -116,7 +116,7 @@ dev = [
     "dotenv-linter~=0.5.0",
     "faker~=38.2.0",
     "lxml-stubs~=0.5.1",
-    "ty~=0.0.1a19",
+    "ty>=0.0.14",
     "basedpyright~=1.31.0",
     "ruff~=0.14.0",
     "pytest~=8.3.2",
diff --git a/api/tests/test_containers_integration_tests/services/test_webhook_service.py b/api/tests/test_containers_integration_tests/services/test_webhook_service.py
index e3431fd382..934d1bdd34 100644
--- a/api/tests/test_containers_integration_tests/services/test_webhook_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_webhook_service.py
@@ -90,6 +90,7 @@ class TestWebhookService:
                     "id": "webhook_node",
                     "type": "webhook",
                     "data": {
+                        "type": "trigger-webhook",
                         "title": "Test Webhook",
                         "method": "post",
                         "content_type": "application/json",
diff --git a/api/ty.toml b/api/ty.toml
index afdd37897e..380e14dbef 100644
--- a/api/ty.toml
+++ b/api/ty.toml
@@ -1,16 +1,15 @@
 [src]
 exclude = [
     # deps groups (A1/A2/B/C/D/E)
-    # A2: workflow engine/nodes
-    "core/workflow",
-    "core/app/workflow",
-    "core/helper/code_executor",
     # B: app runner + prompt
     "core/prompt",
     "core/app/apps/base_app_runner.py",
     "core/app/apps/workflow_app_runner.py",
+    "core/agent",
+    "core/plugin",
     # C: services/controllers/fields/libs
     "services",
+    "controllers/inner_api",
     "controllers/console/app",
     "controllers/console/explore",
     "controllers/console/datasets",
@@ -28,3 +27,8 @@ exclude = [
     "tests",
 ]
 
+
+[rules]
+deprecated = "ignore"
+unused-ignore-comment = "ignore"
+# possibly-missing-attribute = "ignore"
\ No newline at end of file
diff --git a/api/uv.lock b/api/uv.lock
index 0677f5ad98..04d9a7c021 100644
--- a/api/uv.lock
+++ b/api/uv.lock
@@ -1684,7 +1684,7 @@ dev = [
     { name = "scipy-stubs", specifier = ">=1.15.3.0" },
     { name = "sseclient-py", specifier = ">=1.8.0" },
     { name = "testcontainers", specifier = "~=4.13.2" },
-    { name = "ty", specifier = "~=0.0.1a19" },
+    { name = "ty", specifier = ">=0.0.14" },
     { name = "types-aiofiles", specifier = "~=24.1.0" },
     { name = "types-beautifulsoup4", specifier = "~=4.12.0" },
     { name = "types-cachetools", specifier = "~=5.5.0" },
@@ -6239,27 +6239,26 @@ wheels = [
 
 [[package]]
 name = "ty"
-version = "0.0.1a27"
+version = "0.0.14"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/8f/65/3592d7c73d80664378fc90d0a00c33449a99cbf13b984433c883815245f3/ty-0.0.1a27.tar.gz", hash = "sha256:d34fe04979f2c912700cbf0919e8f9b4eeaa10c4a2aff7450e5e4c90f998bc28", size = 4516059, upload-time = "2025-11-18T21:55:18.381Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/af/57/22c3d6bf95c2229120c49ffc2f0da8d9e8823755a1c3194da56e51f1cc31/ty-0.0.14.tar.gz", hash = "sha256:a691010565f59dd7f15cf324cdcd1d9065e010c77a04f887e1ea070ba34a7de2", size = 5036573, upload-time = "2026-01-27T00:57:31.427Z" }
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