diff --git a/pyproject.toml b/pyproject.toml
index 501ab819..65f8312e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,7 +64,7 @@ dependencies = [
     "chromadb>=0.4.24",
     "qdrant-client (>=1.15.1,<2.0.0)",
     "pyseekdb==1.1.0.post3",
-    "langbot-plugin==0.3.0rc1",
+    "langbot-plugin==0.3.0",
     "asyncpg>=0.30.0",
     "line-bot-sdk>=3.19.0",
     "tboxsdk>=0.0.10",
diff --git a/src/langbot/pkg/pipeline/config_coercion.py b/src/langbot/pkg/pipeline/config_coercion.py
new file mode 100644
index 00000000..649f9051
--- /dev/null
+++ b/src/langbot/pkg/pipeline/config_coercion.py
@@ -0,0 +1,105 @@
+from __future__ import annotations
+
+import logging
+
+logger = logging.getLogger(__name__)
+
+# metadata type -> coercion function
+_COERCE_MAP = {
+    'integer': lambda v: int(v),
+    'number': lambda v: float(v),
+    'float': lambda v: float(v),
+}
+
+
+def _coerce_bool(v):
+    if isinstance(v, bool):
+        return v
+    if isinstance(v, str):
+        if v.lower() == 'true':
+            return True
+        if v.lower() == 'false':
+            return False
+        raise ValueError(f'Cannot convert string {v!r} to bool')
+    return bool(v)
+
+
+def _coerce_value(value, expected_type: str):
+    """Convert a single value to the expected type.
+
+    Returns the converted value, or the original value if no conversion needed.
+    """
+    if value is None:
+        return value
+
+    if expected_type == 'boolean':
+        if isinstance(value, bool):
+            return value
+        return _coerce_bool(value)
+
+    coerce_fn = _COERCE_MAP.get(expected_type)
+    if coerce_fn is None:
+        return value
+
+    # Already the correct type
+    if expected_type == 'integer' and isinstance(value, int) and not isinstance(value, bool):
+        return value
+    if expected_type in ('number', 'float') and isinstance(value, (int, float)) and not isinstance(value, bool):
+        return float(value)
+
+    return coerce_fn(value)
+
+
+def coerce_pipeline_config(
+    config: dict,
+    *metadata_list: dict,
+) -> None:
+    """Coerce pipeline config values according to metadata type definitions.
+
+    Walks each metadata dict (trigger, safety, ai, output) and converts
+    config values in-place so that strings coming from the JSON column are
+    cast to their declared types (integer, number/float, boolean).
+
+    Args:
+        config: The pipeline config dict to modify in-place.
+        *metadata_list: Metadata dicts loaded from the YAML templates.
+    """
+    for meta in metadata_list:
+        section_name = meta.get('name')
+        if not section_name or section_name not in config:
+            continue
+
+        section = config[section_name]
+        if not isinstance(section, dict):
+            continue
+
+        for stage_def in meta.get('stages', []):
+            stage_name = stage_def.get('name')
+            if not stage_name or stage_name not in section:
+                continue
+
+            stage_config = section[stage_name]
+            if not isinstance(stage_config, dict):
+                continue
+
+            for field_def in stage_def.get('config', []):
+                field_name = field_def.get('name')
+                field_type = field_def.get('type')
+                if not field_name or not field_type or field_name not in stage_config:
+                    continue
+
+                old_value = stage_config[field_name]
+                try:
+                    new_value = _coerce_value(old_value, field_type)
+                    if new_value is not old_value:
+                        stage_config[field_name] = new_value
+                except (ValueError, TypeError) as e:
+                    logger.warning(
+                        'Failed to coerce config %s.%s.%s (%r) to %s: %s',
+                        section_name,
+                        stage_name,
+                        field_name,
+                        old_value,
+                        field_type,
+                        e,
+                    )
diff --git a/src/langbot/pkg/pipeline/pipelinemgr.py b/src/langbot/pkg/pipeline/pipelinemgr.py
index d56f626c..5d0012d1 100644
--- a/src/langbot/pkg/pipeline/pipelinemgr.py
+++ b/src/langbot/pkg/pipeline/pipelinemgr.py
@@ -13,6 +13,7 @@ import langbot_plugin.api.entities.builtin.platform.message as platform_message
 import langbot_plugin.api.entities.builtin.platform.events as platform_events
 import langbot_plugin.api.entities.events as events
 from ..utils import importutil
+from .config_coercion import coerce_pipeline_config
 
 import langbot_plugin.api.entities.builtin.provider.session as provider_session
 import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
@@ -420,6 +421,14 @@ class PipelineManager:
         elif isinstance(pipeline_entity, dict):
             pipeline_entity = persistence_pipeline.LegacyPipeline(**pipeline_entity)
 
+        coerce_pipeline_config(
+            pipeline_entity.config,
+            getattr(self.ap, 'pipeline_config_meta_trigger', {'name': 'trigger', 'stages': []}),
+            getattr(self.ap, 'pipeline_config_meta_safety', {'name': 'safety', 'stages': []}),
+            getattr(self.ap, 'pipeline_config_meta_ai', {'name': 'ai', 'stages': []}),
+            getattr(self.ap, 'pipeline_config_meta_output', {'name': 'output', 'stages': []}),
+        )
+
         # initialize stage containers according to pipeline_entity.stages
         stage_containers: list[StageInstContainer] = []
         for stage_name in pipeline_entity.stages:
diff --git a/src/langbot/pkg/platform/botmgr.py b/src/langbot/pkg/platform/botmgr.py
index ef40e3ef..44874cfb 100644
--- a/src/langbot/pkg/platform/botmgr.py
+++ b/src/langbot/pkg/platform/botmgr.py
@@ -282,6 +282,8 @@ class PlatformManager:
         return runtime_bot
 
     async def get_bot_by_uuid(self, bot_uuid: str) -> RuntimeBot | None:
+        if self.websocket_proxy_bot and self.websocket_proxy_bot.bot_entity.uuid == bot_uuid:
+            return self.websocket_proxy_bot
         for bot in self.bots:
             if bot.bot_entity.uuid == bot_uuid:
                 return bot
diff --git a/src/langbot/pkg/platform/sources/websocket_adapter.py b/src/langbot/pkg/platform/sources/websocket_adapter.py
index 238276ee..01da9f10 100644
--- a/src/langbot/pkg/platform/sources/websocket_adapter.py
+++ b/src/langbot/pkg/platform/sources/websocket_adapter.py
@@ -37,16 +37,24 @@ class WebSocketSession:
     id: str
     message_lists: dict[str, list[WebSocketMessage]] = {}
     """消息列表 {pipeline_uuid: [messages]}"""
+    stream_message_indexes: dict[str, dict[str, int]] = {}
+    """流式消息索引 {pipeline_uuid: {resp_message_id: message_index}}"""
 
     def __init__(self, id: str):
         self.id = id
         self.message_lists = {}
+        self.stream_message_indexes = {}
 
     def get_message_list(self, pipeline_uuid: str) -> list[WebSocketMessage]:
         if pipeline_uuid not in self.message_lists:
             self.message_lists[pipeline_uuid] = []
         return self.message_lists[pipeline_uuid]
 
+    def get_stream_message_indexes(self, pipeline_uuid: str) -> dict[str, int]:
+        if pipeline_uuid not in self.stream_message_indexes:
+            self.stream_message_indexes[pipeline_uuid] = {}
+        return self.stream_message_indexes[pipeline_uuid]
+
 
 class WebSocketAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter):
     """WebSocket适配器 - 支持双向实时通信"""
@@ -89,20 +97,46 @@ class WebSocketAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter)
         target_id: str,
         message: platform_message.MessageChain,
     ) -> dict:
-        """发送消息 - 这里用于主动推送消息到前端"""
-        message_data = {
-            'type': 'bot_message',
-            'target_type': target_type,
-            'target_id': target_id,
-            'content': str(message),
-            'message_chain': [component.__dict__ for component in message],
-            'timestamp': datetime.now().isoformat(),
-        }
+        """发送消息 - 这里用于主动推送消息到前端
 
-        # 推送到所有相关连接
-        await self.outbound_message_queue.put(message_data)
+        对于 WebSocket 适配器，我们需要将消息广播到正确的 pipeline 连接。
+        target_id 可能是 launcher_id（如 websocket_xxx）或 pipeline_uuid。
+        我们需要尝试两种方式来确保消息能够送达。
+        """
+        # 获取当前的 pipeline_uuid
+        pipeline_uuid = self.ap.platform_mgr.websocket_proxy_bot.bot_entity.use_pipeline_uuid
+        session_type = 'group' if target_type == 'group' else 'person'
 
-        return message_data
+        # 选择会话
+        session = self.websocket_group_session if session_type == 'group' else self.websocket_person_session
+
+        # 生成唯一消息ID
+        msg_id = len(session.get_message_list(pipeline_uuid)) + 1
+
+        message_data = WebSocketMessage(
+            id=msg_id,
+            role='assistant',
+            content=str(message),
+            message_chain=[component.__dict__ for component in message],
+            timestamp=datetime.now().isoformat(),
+            is_final=True,
+        )
+
+        # 保存到历史记录
+        session.get_message_list(pipeline_uuid).append(message_data)
+
+        # 直接广播到当前pipeline的连接
+        await ws_connection_manager.broadcast_to_pipeline(
+            pipeline_uuid,
+            {
+                'type': 'response',
+                'session_type': session_type,
+                'data': message_data.model_dump(),
+            },
+            session_type=session_type,
+        )
+
+        return message_data.model_dump()
 
     async def reply_message(
         self,
@@ -169,10 +203,16 @@ class WebSocketAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter)
         pipeline_uuid = self.ap.platform_mgr.websocket_proxy_bot.bot_entity.use_pipeline_uuid
         session_type = 'group' if isinstance(message_source, platform_events.GroupMessage) else 'person'
         message_list = session.get_message_list(pipeline_uuid)
+        stream_message_indexes = session.get_stream_message_indexes(pipeline_uuid)
 
-        # 检查是否是新的流式消息（通过bot_message对象判断）
-        # 如果列表为空，或者最后一条消息已经is_final=True，则创建新消息
-        if not message_list or message_list[-1].is_final:
+        # Streaming messages in LangBot have a stable resp_message_id during the same assistant reply.
+        # Use it as the primary key to avoid overwriting an old card from a previous reply.
+        resp_message_id = str(getattr(bot_message, 'resp_message_id', '') or '')
+        existing_index = stream_message_indexes.get(resp_message_id) if resp_message_id else None
+
+        message_is_final = is_final and bot_message.tool_calls is None
+
+        if existing_index is None or existing_index >= len(message_list):
             # 创建新消息
             msg_id = len(message_list) + 1
             message_data = WebSocketMessage(
@@ -181,27 +221,31 @@ class WebSocketAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter)
                 content=str(message),
                 message_chain=[component.__dict__ for component in message],
                 timestamp=datetime.now().isoformat(),
-                is_final=is_final and bot_message.tool_calls is None,
+                is_final=message_is_final,
             )
 
-            # 只有在is_final时才保存到历史记录
-            if is_final and bot_message.tool_calls is None:
-                message_list.append(message_data)
+            # 立即添加到历史记录（即使is_final=False），以便后续块可以更新它
+            message_list.append(message_data)
+            if resp_message_id:
+                stream_message_indexes[resp_message_id] = len(message_list) - 1
         else:
-            # 更新最后一条消息
-            msg_id = message_list[-1].id
+            # 更新同一条流式消息
+            old_message = message_list[existing_index]
+            msg_id = old_message.id
             message_data = WebSocketMessage(
                 id=msg_id,
                 role='assistant',
                 content=str(message),
                 message_chain=[component.__dict__ for component in message],
-                timestamp=message_list[-1].timestamp,  # 保持原始时间戳
-                is_final=is_final and bot_message.tool_calls is None,
+                timestamp=old_message.timestamp,  # 保持原始时间戳
+                is_final=message_is_final,
             )
 
-            # 如果是final，更新历史记录中的最后一条
-            if is_final and bot_message.tool_calls is None:
-                message_list[-1] = message_data
+            # 更新历史记录中的对应消息
+            message_list[existing_index] = message_data
+
+        if message_is_final and resp_message_id:
+            stream_message_indexes.pop(resp_message_id, None)
 
         # 直接广播到所有该pipeline的连接，包含session_type信息
         await ws_connection_manager.broadcast_to_pipeline(
@@ -410,6 +454,10 @@ class WebSocketAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter)
         if session_type == 'person':
             if pipeline_uuid in self.websocket_person_session.message_lists:
                 self.websocket_person_session.message_lists[pipeline_uuid] = []
+            if pipeline_uuid in self.websocket_person_session.stream_message_indexes:
+                self.websocket_person_session.stream_message_indexes[pipeline_uuid] = {}
         else:
             if pipeline_uuid in self.websocket_group_session.message_lists:
                 self.websocket_group_session.message_lists[pipeline_uuid] = []
+            if pipeline_uuid in self.websocket_group_session.stream_message_indexes:
+                self.websocket_group_session.stream_message_indexes[pipeline_uuid] = {}
diff --git a/src/langbot/pkg/plugin/handler.py b/src/langbot/pkg/plugin/handler.py
index dbe4698c..30464312 100644
--- a/src/langbot/pkg/plugin/handler.py
+++ b/src/langbot/pkg/plugin/handler.py
@@ -337,7 +337,14 @@ class RuntimeConnectionHandler(handler.Handler):
                 )
 
             messages_obj = [provider_message.Message.model_validate(message) for message in messages]
-            funcs_obj = [resource_tool.LLMTool.model_validate(func) for func in funcs]
+
+            # The func field is excluded during model_dump() in plugin side (marked as exclude=True),
+            # but it's a required field for LLMTool validation. We need to provide a placeholder
+            # function when reconstructing the LLMTool objects from serialized data.
+            async def _placeholder_func(**kwargs):
+                pass
+
+            funcs_obj = [resource_tool.LLMTool.model_validate({**func, 'func': _placeholder_func}) for func in funcs]
 
             result = await llm_model.provider.invoke_llm(
                 query=None,
diff --git a/tests/unit_tests/pipeline/test_config_coercion.py b/tests/unit_tests/pipeline/test_config_coercion.py
new file mode 100644
index 00000000..a23f54de
--- /dev/null
+++ b/tests/unit_tests/pipeline/test_config_coercion.py
@@ -0,0 +1,113 @@
+"""Unit tests for config_coercion module"""
+
+from __future__ import annotations
+
+import pytest
+
+from langbot.pkg.pipeline.config_coercion import _coerce_value, coerce_pipeline_config
+
+
+class TestCoerceValue:
+    """Tests for _coerce_value function"""
+
+    def test_none_passthrough(self):
+        assert _coerce_value(None, 'integer') is None
+        assert _coerce_value(None, 'boolean') is None
+
+    def test_string_to_integer(self):
+        assert _coerce_value('120', 'integer') == 120
+        assert _coerce_value('0', 'integer') == 0
+        assert _coerce_value('-5', 'integer') == -5
+
+    def test_integer_passthrough(self):
+        assert _coerce_value(42, 'integer') == 42
+
+    def test_string_to_float(self):
+        assert _coerce_value('3.14', 'number') == 3.14
+        assert _coerce_value('3.14', 'float') == 3.14
+
+    def test_int_to_float(self):
+        assert _coerce_value(3, 'number') == 3.0
+        assert isinstance(_coerce_value(3, 'number'), float)
+
+    def test_float_passthrough(self):
+        assert _coerce_value(3.14, 'float') == 3.14
+
+    def test_string_to_bool(self):
+        assert _coerce_value('true', 'boolean') is True
+        assert _coerce_value('True', 'boolean') is True
+        assert _coerce_value('false', 'boolean') is False
+        assert _coerce_value('False', 'boolean') is False
+
+    def test_bool_passthrough(self):
+        assert _coerce_value(True, 'boolean') is True
+        assert _coerce_value(False, 'boolean') is False
+
+    def test_invalid_bool_string_raises(self):
+        with pytest.raises(ValueError):
+            _coerce_value('notabool', 'boolean')
+
+    def test_unknown_type_passthrough(self):
+        assert _coerce_value('hello', 'string') == 'hello'
+        assert _coerce_value('hello', 'unknown') == 'hello'
+
+    def test_invalid_integer_raises(self):
+        with pytest.raises(ValueError):
+            _coerce_value('abc', 'integer')
+
+
+class TestCoercePipelineConfig:
+    """Tests for coerce_pipeline_config function"""
+
+    def _make_meta(self, section_name: str, stage_name: str, fields: list[dict]) -> dict:
+        return {
+            'name': section_name,
+            'stages': [{'name': stage_name, 'config': fields}],
+        }
+
+    def test_coerce_integer_in_config(self):
+        config = {'trigger': {'misc': {'timeout': '120'}}}
+        meta = self._make_meta('trigger', 'misc', [{'name': 'timeout', 'type': 'integer'}])
+        coerce_pipeline_config(config, meta)
+        assert config['trigger']['misc']['timeout'] == 120
+
+    def test_coerce_boolean_in_config(self):
+        config = {'output': {'misc': {'at-sender': 'true'}}}
+        meta = self._make_meta('output', 'misc', [{'name': 'at-sender', 'type': 'boolean'}])
+        coerce_pipeline_config(config, meta)
+        assert config['output']['misc']['at-sender'] is True
+
+    def test_missing_section_skipped(self):
+        config = {'ai': {}}
+        meta = self._make_meta('trigger', 'misc', [{'name': 'x', 'type': 'integer'}])
+        coerce_pipeline_config(config, meta)  # should not raise
+
+    def test_missing_field_skipped(self):
+        config = {'trigger': {'misc': {}}}
+        meta = self._make_meta('trigger', 'misc', [{'name': 'nonexistent', 'type': 'integer'}])
+        coerce_pipeline_config(config, meta)  # should not raise
+
+    def test_invalid_value_logs_warning(self, caplog):
+        config = {'trigger': {'misc': {'timeout': 'abc'}}}
+        meta = self._make_meta('trigger', 'misc', [{'name': 'timeout', 'type': 'integer'}])
+        import logging
+
+        with caplog.at_level(logging.WARNING):
+            coerce_pipeline_config(config, meta)
+        assert config['trigger']['misc']['timeout'] == 'abc'  # unchanged
+        assert 'Failed to coerce' in caplog.text
+
+    def test_empty_metadata(self):
+        config = {'trigger': {'misc': {'timeout': '120'}}}
+        coerce_pipeline_config(config)  # no metadata args, should not raise
+
+    def test_multiple_metadata(self):
+        config = {
+            'trigger': {'misc': {'timeout': '120'}},
+            'output': {'misc': {'at-sender': 'false'}},
+        }
+        meta_trigger = self._make_meta('trigger', 'misc', [{'name': 'timeout', 'type': 'integer'}])
+        meta_output = self._make_meta('output', 'misc', [{'name': 'at-sender', 'type': 'boolean'}])
+        coerce_pipeline_config(config, meta_trigger, meta_output)
+        assert config['trigger']['misc']['timeout'] == 120
+        assert config['output']['misc']['at-sender'] is False
diff --git a/uv.lock b/uv.lock
index 47175a1d..60cdb712 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1937,7 +1937,7 @@ requires-dist = [
     { name = "ebooklib", specifier = ">=0.18" },
     { name = "gewechat-client", specifier = ">=0.1.5" },
     { name = "html2text", specifier = ">=2024.2.26" },
-    { name = "langbot-plugin", specifier = "==0.3.0rc1" },
+    { name = "langbot-plugin", specifier = "==0.3.0" },
     { name = "langchain", specifier = ">=0.2.0" },
     { name = "langchain-text-splitters", specifier = ">=0.0.1" },
     { name = "lark-oapi", specifier = ">=1.4.15" },
@@ -1993,7 +1993,7 @@ dev = [
 
 [[package]]
 name = "langbot-plugin"
-version = "0.3.0rc1"
+version = "0.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiofiles" },
@@ -2011,9 +2011,9 @@ dependencies = [
     { name = "watchdog" },
     { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/69/42/1bc1d50562182ca325960edeb9600f576c90b3352f2e5e19d11bb7d28d30/langbot_plugin-0.3.0rc1.tar.gz", hash = "sha256:0ecf0e646ea07aee9fb99d8283337b0926de8322b012c8e3a514ba54a4530598", size = 169886, upload-time = "2026-03-05T14:55:02.131Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8d/e5/3686b3225e5f2ee6e19a6050bb981b49a91f2450dff83deb5dfba13b3a2a/langbot_plugin-0.3.0.tar.gz", hash = "sha256:9add2d6e81c8cc7281863e4a92a33ed6228dcc0243f4327ac4062edc962dbf98", size = 169751, upload-time = "2026-03-08T09:54:27.102Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/77/67/048798d05dbfbffcb28093cbfb986ab81a0f8ee3db0daf9235ad2357c3ed/langbot_plugin-0.3.0rc1-py3-none-any.whl", hash = "sha256:d72991ecd527c9c1b1ec1526b40b67369bcdb89a79b277920c261de76fd069d8", size = 144141, upload-time = "2026-03-05T14:55:03.191Z" },
+    { url = "https://files.pythonhosted.org/packages/72/51/18f0c1446bcb6712ff3d31d81ea708e3f0e671fde5da69598204a1df977d/langbot_plugin-0.3.0-py3-none-any.whl", hash = "sha256:37bfd3ce507448a6ec4444bec1bc6da1c9911c9df144dfd428febb71122077a6", size = 144096, upload-time = "2026-03-08T09:54:25.581Z" },
 ]
 
 [[package]]
diff --git a/web/src/app/home/pipelines/components/pipeline-form/PipelineFormComponent.tsx b/web/src/app/home/pipelines/components/pipeline-form/PipelineFormComponent.tsx
index 517d0f76..392430d3 100644
--- a/web/src/app/home/pipelines/components/pipeline-form/PipelineFormComponent.tsx
+++ b/web/src/app/home/pipelines/components/pipeline-form/PipelineFormComponent.tsx
@@ -120,6 +120,8 @@ export default function PipelineFormComponent({
 
   // Track unsaved changes by comparing current form values against a saved snapshot
   const savedSnapshotRef = useRef<string>('');
+  // Track which dynamic form stages have completed their initial mount emission.
+  const initializedStagesRef = useRef<Set<string>>(new Set());
   const watchedValues = form.watch();
   const hasUnsavedChanges = useMemo(() => {
     if (!isEditMode || !savedSnapshotRef.current) return false;
@@ -160,6 +162,7 @@ export default function PipelineFormComponent({
           };
           form.reset(loadedValues);
           savedSnapshotRef.current = JSON.stringify(loadedValues);
+          initializedStagesRef.current.clear();
         });
     }
   }, []);
@@ -235,6 +238,33 @@ export default function PipelineFormComponent({
       });
   }
 
+  // Called from DynamicFormComponent/N8nAuthFormComponent onSubmit callbacks.
+  // On the first emission for a stage (mount-time default filling), the
+  // snapshot is synchronously re-captured so that hasUnsavedChanges stays false.
+  function handleDynamicFormEmit(
+    formName: keyof FormValues,
+    stageName: string,
+    values: object,
+  ) {
+    const stageKey = `${String(formName)}.${stageName}`;
+    const isFirstEmission = !initializedStagesRef.current.has(stageKey);
+
+    const currentValues =
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      (form.getValues(formName) as Record<string, any>) || {};
+    form.setValue(formName, {
+      ...currentValues,
+      [stageName]: values,
+    });
+
+    if (isFirstEmission) {
+      initializedStagesRef.current.add(stageKey);
+      // Synchronously re-capture snapshot so that the useMemo comparison
+      // in the same render cycle still returns false.
+      savedSnapshotRef.current = JSON.stringify(form.getValues());
+    }
+  }
+
   function renderDynamicForms(
     stage: PipelineConfigStage,
     formName: keyof FormValues,
@@ -264,13 +294,7 @@ export default function PipelineFormComponent({
                 {}
               }
               onSubmit={(values) => {
-                const currentValues =
-                  // eslint-disable-next-line @typescript-eslint/no-explicit-any
-                  (form.getValues(formName) as Record<string, any>) || {};
-                form.setValue(formName, {
-                  ...currentValues,
-                  [stage.name]: values,
-                });
+                handleDynamicFormEmit(formName, stage.name, values);
               }}
             />
           </div>
@@ -302,13 +326,7 @@ export default function PipelineFormComponent({
                 {}
               }
               onSubmit={(values) => {
-                const currentValues =
-                  // eslint-disable-next-line @typescript-eslint/no-explicit-any
-                  (form.getValues(formName) as Record<string, any>) || {};
-                form.setValue(formName, {
-                  ...currentValues,
-                  [stage.name]: values,
-                });
+                handleDynamicFormEmit(formName, stage.name, values);
               }}
             />
           </div>
@@ -333,13 +351,7 @@ export default function PipelineFormComponent({
             (form.watch(formName) as Record<string, any>)?.[stage.name] || {}
           }
           onSubmit={(values) => {
-            const currentValues =
-              // eslint-disable-next-line @typescript-eslint/no-explicit-any
-              (form.getValues(formName) as Record<string, any>) || {};
-            form.setValue(formName, {
-              ...currentValues,
-              [stage.name]: values,
-            });
+            handleDynamicFormEmit(formName, stage.name, values);
           }}
         />
       </div>