diff --git a/web/app/components/app/create-app-dialog/app-list/index.tsx b/web/app/components/app/create-app-dialog/app-list/index.tsx
index bef0292668..456f65d7c2 100644
--- a/web/app/components/app/create-app-dialog/app-list/index.tsx
+++ b/web/app/components/app/create-app-dialog/app-list/index.tsx
@@ -144,12 +144,12 @@ const Apps = ({
       })
 
       // Track app creation from template
-      trackEvent('app_created', {
+      trackEvent('create_app_with_template', {
         app_mode: mode,
-        creation_method: 'template',
         template_id: currApp?.app.id,
         template_name: currApp?.app.name,
-        has_description: !!description,
+        time: new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' }),
+        has_description: description,
       })
 
       setIsShowCreateModal(false)
diff --git a/web/app/components/app/create-app-modal/index.tsx b/web/app/components/app/create-app-modal/index.tsx
index 519b3469a5..8947c2fb37 100644
--- a/web/app/components/app/create-app-modal/index.tsx
+++ b/web/app/components/app/create-app-modal/index.tsx
@@ -85,10 +85,10 @@ function CreateApp({ onClose, onSuccess, onCreateFromTemplate, defaultAppMode }:
       })
 
       // Track app creation success
-      trackEvent('app_created', {
+      trackEvent('create_app', {
         app_mode: appMode,
-        creation_method: 'blank',
-        has_description: !!description,
+        time: new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' }),
+        description,
       })
 
       notify({ type: 'success', message: t('app.newApp.appCreated') })
diff --git a/web/app/components/app/create-from-dsl-modal/index.tsx b/web/app/components/app/create-from-dsl-modal/index.tsx
index 2af91d388d..3564738dfd 100644
--- a/web/app/components/app/create-from-dsl-modal/index.tsx
+++ b/web/app/components/app/create-from-dsl-modal/index.tsx
@@ -114,7 +114,7 @@ const CreateFromDSLModal = ({ show, onSuccess, onClose, activeTab = CreateFromDS
       const { id, status, app_id, app_mode, imported_dsl_version, current_dsl_version } = response
       if (status === DSLImportStatus.COMPLETED || status === DSLImportStatus.COMPLETED_WITH_WARNINGS) {
         // Track app creation from DSL import
-        trackEvent('app_created', {
+        trackEvent('create_app_with_dsl', {
           app_mode,
           creation_method: currentTab === CreateFromDSLModalTab.FROM_FILE ? 'dsl_file' : 'dsl_url',
           has_warnings: status === DSLImportStatus.COMPLETED_WITH_WARNINGS,
diff --git a/web/app/components/app/workflow-log/filter.tsx b/web/app/components/app/workflow-log/filter.tsx
index c792bb8a48..1ef1bd7a29 100644
--- a/web/app/components/app/workflow-log/filter.tsx
+++ b/web/app/components/app/workflow-log/filter.tsx
@@ -8,7 +8,6 @@ import quarterOfYear from 'dayjs/plugin/quarterOfYear'
 import type { QueryParam } from './index'
 import Chip from '@/app/components/base/chip'
 import Input from '@/app/components/base/input'
-import { trackEvent } from '../../base/amplitude/utils'
 dayjs.extend(quarterOfYear)
 
 const today = dayjs()
@@ -38,9 +37,6 @@ const Filter: FC<IFilterProps> = ({ queryParams, setQueryParams }: IFilterProps)
         value={queryParams.status || 'all'}
         onSelect={(item) => {
           setQueryParams({ ...queryParams, status: item.value as string })
-          trackEvent('workflow_log_filter_status_selected', {
-            workflow_log_filter_status: item.value as string,
-          })
         }}
         onClear={() => setQueryParams({ ...queryParams, status: 'all' })}
         items={[{ value: 'all', name: 'All' },
diff --git a/web/app/components/base/amplitude/AmplitudeProvider.tsx b/web/app/components/base/amplitude/AmplitudeProvider.tsx
index 1a2e779117..8883da6411 100644
--- a/web/app/components/base/amplitude/AmplitudeProvider.tsx
+++ b/web/app/components/base/amplitude/AmplitudeProvider.tsx
@@ -27,7 +27,7 @@ const AmplitudeProvider: FC<IAmplitudeProps> = ({
         fileDownloads: true,
       },
       // Enable debug logs in development environment
-      logLevel: process.env.NODE_ENV === 'development' ? amplitude.Types.LogLevel.Debug : amplitude.Types.LogLevel.Warn,
+      logLevel: amplitude.Types.LogLevel.Warn,
     })
 
     // Log initialization success in development
diff --git a/web/app/install/installForm.tsx b/web/app/install/installForm.tsx
index 44c8560b3c..01bfd59b6d 100644
--- a/web/app/install/installForm.tsx
+++ b/web/app/install/installForm.tsx
@@ -19,7 +19,6 @@ import type { InitValidateStatusResponse, SetupStatusResponse } from '@/models/c
 import useDocumentTitle from '@/hooks/use-document-title'
 import { useDocLink } from '@/context/i18n'
 import { validPassword } from '@/config'
-import { trackEvent } from '@/app/components/base/amplitude'
 
 const accountFormSchema = z.object({
   email: z
@@ -74,15 +73,6 @@ const InstallForm = () => {
 
     // Store tokens and redirect to apps if login successful
     if (loginRes.result === 'success') {
-      // Track initial setup completion
-      trackEvent('user_registration_success', {
-        method: 'initial_setup',
-      })
-      trackEvent('user_login_success', {
-        method: 'initial_setup',
-        is_invite: false,
-      })
-
       router.replace('/apps')
     }
     else {
diff --git a/web/app/signin/check-code/page.tsx b/web/app/signin/check-code/page.tsx
index 4af2bdd1cc..7055eabc75 100644
--- a/web/app/signin/check-code/page.tsx
+++ b/web/app/signin/check-code/page.tsx
@@ -48,6 +48,7 @@ export default function CheckCode() {
         // Track login success event
         trackEvent('user_login_success', {
           method: 'email_code',
+          time: new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' }),
           is_invite: !!invite_token,
         })
 
diff --git a/web/app/signin/components/mail-and-password-auth.tsx b/web/app/signin/components/mail-and-password-auth.tsx
index ba37087719..f6fb8e3664 100644
--- a/web/app/signin/components/mail-and-password-auth.tsx
+++ b/web/app/signin/components/mail-and-password-auth.tsx
@@ -67,6 +67,7 @@ export default function MailAndPasswordAuth({ isInvite, isEmailSetup, allowRegis
         // Track login success event
         trackEvent('user_login_success', {
           method: 'email_password',
+          time: new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' }),
           is_invite: isInvite,
         })
 
diff --git a/web/app/signup/check-code/page.tsx b/web/app/signup/check-code/page.tsx
index 540af74872..35c5e78a45 100644
--- a/web/app/signup/check-code/page.tsx
+++ b/web/app/signup/check-code/page.tsx
@@ -42,7 +42,6 @@ export default function CheckCode() {
       }
       setIsLoading(true)
       const res = await verifyCode({ email, code, token })
-      console.log(res)
       if ((res as MailValidityResponse).is_valid) {
         const params = new URLSearchParams(searchParams)
         params.set('token', encodeURIComponent((res as MailValidityResponse).token))
diff --git a/web/app/signup/set-password/page.tsx b/web/app/signup/set-password/page.tsx
index 1e176b8d2f..71b59d3e7c 100644
--- a/web/app/signup/set-password/page.tsx
+++ b/web/app/signup/set-password/page.tsx
@@ -58,6 +58,7 @@ const ChangePasswordForm = () => {
         // Track registration success event
         trackEvent('user_registration_success', {
           method: 'email',
+          time: new Date().toLocaleString('zh-CN', { timeZone: 'Asia/Shanghai' }),
         })
 
         Toast.notify({