diff --git a/README.md b/README.md
index a92f9f9df8..972f870c2d 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@
 
 <div align="center">
     <a href="https://affine.pro">Home Page</a> |
-    <a href="https://discord.com/invite/yz6tGVsf5p">Discord</a> |
+    <a href="https://discord.gg/whd5mjYqVw">Discord</a> |
     <a href="https://app.affine.pro">Live Demo</a> |
     <a href="https://affine.pro/blog/">Blog</a> |
     <a href="https://docs.affine.pro/docs/">Documentation</a>
diff --git a/packages/backend/server/src/fundamentals/mailer/template.ts b/packages/backend/server/src/fundamentals/mailer/template.ts
index f467ca141a..3e50a31718 100644
--- a/packages/backend/server/src/fundamentals/mailer/template.ts
+++ b/packages/backend/server/src/fundamentals/mailer/template.ts
@@ -148,7 +148,7 @@ export const emailTemplate = ({
                   </a>
                 </td>
                 <td style="padding: 0 10px">
-                  <a href="https://discord.gg/Arn7TqJBvG" target="_blank"
+                  <a href="https://discord.gg/whd5mjYqVw" target="_blank"
                     ><img
                       src="https://cdn.affine.pro/mail/2023-8-9/Discord.png"
                       alt="AFFiNE discord link"
diff --git a/packages/common/infra/src/atom/settings.ts b/packages/common/infra/src/atom/settings.ts
index b8e1831796..3430ffed70 100644
--- a/packages/common/infra/src/atom/settings.ts
+++ b/packages/common/infra/src/atom/settings.ts
@@ -91,11 +91,14 @@ export function setupEditorFlags(docCollection: DocCollection) {
 
       // override this flag in app settings
       // TODO(@eyhn): need a better way to manage block suite flags
-      docCollection.awarenessStore.setFlag('enable_synced_doc_block', true);
-      docCollection.awarenessStore.setFlag('enable_edgeless_text', true);
-      docCollection.awarenessStore.setFlag('enable_color_picker', true);
-      docCollection.awarenessStore.setFlag('enable_ai_chat_block', true);
-      docCollection.awarenessStore.setFlag('enable_ai_onboarding', true);
+      Object.entries(blocksuiteFeatureFlags).forEach(([key, value]) => {
+        if (value.defaultState !== undefined) {
+          docCollection.awarenessStore.setFlag(
+            key as keyof BlockSuiteFlags,
+            value.defaultState
+          );
+        }
+      });
     } catch (err) {
       logger.error('syncEditorFlags', err);
     }
@@ -140,3 +143,89 @@ export const appSettingAtom = atom<
     });
   }
 );
+
+export type BuildChannel = 'stable' | 'beta' | 'canary' | 'internal';
+
+export type FeedbackType = 'discord' | 'email' | 'github';
+
+export type PreconditionType = () => boolean | undefined;
+
+export type Flag<K extends string> = Partial<{
+  [key in K]: {
+    displayName: string;
+    description?: string;
+    precondition?: PreconditionType;
+    defaultState?: boolean; // default to open and not controlled by user
+    feedbackType?: FeedbackType;
+  };
+}>;
+
+const isNotStableBuild: PreconditionType = () => {
+  return runtimeConfig.appBuildType !== 'stable';
+};
+const isDesktopEnvironment: PreconditionType = () => environment.isDesktop;
+const neverShow: PreconditionType = () => false;
+
+export const blocksuiteFeatureFlags: Flag<keyof BlockSuiteFlags> = {
+  enable_database_attachment_note: {
+    displayName: 'Database Attachment Note',
+    description: 'Allows adding notes to database attachments.',
+    precondition: isNotStableBuild,
+  },
+  enable_database_statistics: {
+    displayName: 'Database Block Statistics',
+    description: 'Shows statistics for database blocks.',
+    precondition: isNotStableBuild,
+  },
+  enable_block_query: {
+    displayName: 'Todo Block Query',
+    description: 'Enables querying of todo blocks.',
+    precondition: isNotStableBuild,
+  },
+  enable_synced_doc_block: {
+    displayName: 'Synced Doc Block',
+    description: 'Enables syncing of doc blocks.',
+    precondition: neverShow,
+    defaultState: true,
+  },
+  enable_edgeless_text: {
+    displayName: 'Edgeless Text',
+    description: 'Enables edgeless text blocks.',
+    precondition: neverShow,
+    defaultState: true,
+  },
+  enable_color_picker: {
+    displayName: 'Color Picker',
+    description: 'Enables color picker blocks.',
+    precondition: neverShow,
+    defaultState: true,
+  },
+  enable_ai_chat_block: {
+    displayName: 'AI Chat Block',
+    description: 'Enables AI chat blocks.',
+    precondition: neverShow,
+    defaultState: true,
+  },
+  enable_ai_onboarding: {
+    displayName: 'AI Onboarding',
+    description: 'Enables AI onboarding.',
+    precondition: neverShow,
+    defaultState: true,
+  },
+  enable_expand_database_block: {
+    displayName: 'Expand Database Block',
+    description: 'Enables expanding of database blocks.',
+    precondition: neverShow,
+    defaultState: true,
+  },
+};
+
+export const affineFeatureFlags: Flag<keyof AppSetting> = {
+  enableMultiView: {
+    displayName: 'Split View',
+    description:
+      'The Split View feature in AFFiNE allows users to divide their workspace into multiple sections, enabling simultaneous viewing and editing of different documents.The Split View feature in AFFiNE allows users to divide their workspace into multiple sections, enabling simultaneous viewing and editing of different documents.',
+    feedbackType: 'discord',
+    precondition: isDesktopEnvironment,
+  },
+};
diff --git a/packages/frontend/core/src/components/affine/setting-modal/general-setting/about/config.tsx b/packages/frontend/core/src/components/affine/setting-modal/general-setting/about/config.tsx
index aa3b717903..c87f2715b4 100644
--- a/packages/frontend/core/src/components/affine/setting-modal/general-setting/about/config.tsx
+++ b/packages/frontend/core/src/components/affine/setting-modal/general-setting/about/config.tsx
@@ -21,7 +21,7 @@ export const relatedLinks = [
   {
     icon: <DiscordIcon />,
     title: 'Discord',
-    link: 'https://discord.gg/Arn7TqJBvG',
+    link: 'https://discord.gg/whd5mjYqVw',
   },
   {
     icon: <YouTubeIcon />,
diff --git a/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.css.ts b/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.css.ts
index c07da6ff9c..052c2e45f2 100644
--- a/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.css.ts
+++ b/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.css.ts
@@ -54,6 +54,7 @@ export const switchRow = style({
   display: 'flex',
   alignItems: 'center',
   justifyContent: 'space-between',
+  width: '100%',
 });
 export const switchDisabled = style({
   opacity: 0.5,
@@ -64,3 +65,34 @@ export const subHeader = style({
   color: cssVar('textSecondaryColor'),
   marginBottom: 8,
 });
+
+export const rowContainer = style({
+  display: 'flex',
+  flexDirection: 'column',
+  alignItems: 'center',
+  gap: 10,
+});
+export const description = style({
+  color: cssVar('textSecondaryColor'),
+  fontSize: cssVar('fontXs'),
+  // 2 lines
+  overflow: 'hidden',
+  textOverflow: 'ellipsis',
+  display: '-webkit-box',
+  WebkitLineClamp: 2,
+  WebkitBoxOrient: 'vertical',
+  width: '100%',
+});
+export const feedback = style({
+  width: '100%',
+  display: 'flex',
+  alignItems: 'center',
+  fontSize: cssVar('fontXs'),
+  color: cssVar('textSecondaryColor'),
+  gap: 8,
+});
+
+export const arrowRightIcon = style({
+  marginLeft: 'auto',
+  marginRight: 0,
+});
diff --git a/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.tsx b/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.tsx
index 9eec1433ed..0038f97645 100644
--- a/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.tsx
+++ b/packages/frontend/core/src/components/affine/setting-modal/general-setting/experimental-features/index.tsx
@@ -1,8 +1,19 @@
-import { Button, Checkbox, Loading, Switch } from '@affine/component';
+import { Button, Checkbox, Loading, Switch, Tooltip } from '@affine/component';
 import { SettingHeader } from '@affine/component/setting-components';
 import { useAppSettingHelper } from '@affine/core/hooks/affine/use-app-setting-helper';
 import { useAsyncCallback } from '@affine/core/hooks/affine-async-hooks';
 import { useI18n } from '@affine/i18n';
+import {
+  ArrowRightSmallIcon,
+  DiscordIcon,
+  EmailIcon,
+  GithubIcon,
+} from '@blocksuite/icons/rc';
+import {
+  affineFeatureFlags,
+  blocksuiteFeatureFlags,
+  type FeedbackType,
+} from '@toeverything/infra';
 import { useAtom } from 'jotai';
 import { atomWithStorage } from 'jotai/utils';
 import { Suspense, useCallback, useState } from 'react';
@@ -75,28 +86,75 @@ const ExperimentalFeaturesPrompt = ({
   );
 };
 
+const FeedbackIcon = ({ type }: { type: FeedbackType }) => {
+  switch (type) {
+    case 'discord':
+      return <DiscordIcon fontSize={16} />;
+    case 'email':
+      return <EmailIcon fontSize={16} />;
+    case 'github':
+      return <GithubIcon fontSize={16} />;
+    default:
+      return null;
+  }
+};
+
+const feedbackLink: Record<FeedbackType, string> = {
+  discord: 'https://discord.gg/whd5mjYqVw',
+  email: 'mailto:support@toeverything.info',
+  github: 'https://github.com/toeverything/AFFiNE/issues',
+};
+
 const ExperimentalFeaturesItem = ({
   title,
+  description,
+  feedbackType,
   isMutating,
   checked,
   onChange,
   testId,
 }: {
   title: React.ReactNode;
+  description?: React.ReactNode;
+  feedbackType?: FeedbackType;
   isMutating?: boolean;
   checked: boolean;
   onChange: (checked: boolean) => void;
   testId?: string;
 }) => {
+  const link = feedbackType ? feedbackLink[feedbackType] : undefined;
+
   return (
-    <div className={styles.switchRow}>
-      {title}
-      <Switch
-        checked={checked}
-        onChange={onChange}
-        className={isMutating ? styles.switchDisabled : ''}
-        data-testid={testId}
-      />
+    <div className={styles.rowContainer}>
+      <div className={styles.switchRow}>
+        {title}
+        <Switch
+          checked={checked}
+          onChange={onChange}
+          className={isMutating ? styles.switchDisabled : ''}
+          data-testid={testId}
+        />
+      </div>
+      {!!description && (
+        <Tooltip content={description}>
+          <div className={styles.description}>{description}</div>
+        </Tooltip>
+      )}
+      {!!feedbackType && (
+        <a
+          className={styles.feedback}
+          href={link}
+          target="_blank"
+          rel="noreferrer"
+        >
+          <FeedbackIcon type={feedbackType} />
+          <span>Discussion about this feature</span>
+          <ArrowRightSmallIcon
+            fontSize={20}
+            className={styles.arrowRightIcon}
+          />
+        </a>
+      )}
     </div>
   );
 };
@@ -110,28 +168,24 @@ const SplitViewSettingRow = () => {
     },
     [updateSettings]
   );
+  const multiViewFlagConfig = affineFeatureFlags['enableMultiView'];
+  const shouldShow = multiViewFlagConfig?.precondition?.();
 
-  if (!environment.isDesktop) {
-    return null; // only enable on desktop
+  if (!multiViewFlagConfig || !shouldShow) {
+    return null;
   }
 
   return (
     <ExperimentalFeaturesItem
-      title="Split View"
+      title={multiViewFlagConfig.displayName}
+      description={multiViewFlagConfig.description}
+      feedbackType={multiViewFlagConfig.feedbackType}
       checked={appSettings.enableMultiView}
       onChange={onToggle}
     />
   );
 };
 
-// feature flag -> display name
-const blocksuiteFeatureFlags: Partial<Record<keyof BlockSuiteFlags, string>> = {
-  enable_expand_database_block: 'Enable Expand Database Block',
-  enable_database_attachment_note: 'Enable Database Attachment Note',
-  enable_database_statistics: 'Enable Database Block Statistics',
-  enable_block_query: 'Enable Todo Block Query',
-};
-
 const BlocksuiteFeatureFlagSettings = () => {
   const { appSettings, updateSettings } = useAppSettingHelper();
   const toggleSetting = useCallback(
@@ -148,16 +202,25 @@ const BlocksuiteFeatureFlagSettings = () => {
 
   return (
     <>
-      {Object.entries(blocksuiteFeatureFlags).map(([flag, displayName]) => (
-        <ExperimentalFeaturesItem
-          key={flag}
-          title={'Block Suite: ' + displayName}
-          checked={!!appSettings.editorFlags?.[flag as EditorFlag]}
-          onChange={checked =>
-            toggleSetting(flag as keyof BlockSuiteFlags, checked)
-          }
-        />
-      ))}
+      {Object.entries(blocksuiteFeatureFlags).map(([key, value]) => {
+        const hidden = value.precondition && !value.precondition();
+
+        if (hidden) {
+          return null;
+        }
+        return (
+          <ExperimentalFeaturesItem
+            key={key}
+            title={'Block Suite: ' + value.displayName}
+            description={value.description}
+            feedbackType={value.feedbackType}
+            checked={!!appSettings.editorFlags?.[key as EditorFlag]}
+            onChange={checked =>
+              toggleSetting(key as keyof BlockSuiteFlags, checked)
+            }
+          />
+        );
+      })}
     </>
   );
 };
@@ -171,6 +234,9 @@ const ExperimentalFeaturesMain = () => {
         title={t[
           'com.affine.settings.workspace.experimental-features.header.plugins'
         ]()}
+        subtitle={t[
+          'com.affine.settings.workspace.experimental-features.header.subtitle'
+        ]()}
       />
       <div
         className={styles.settingsContainer}
diff --git a/packages/frontend/core/src/components/affine/setting-modal/general-setting/index.tsx b/packages/frontend/core/src/components/affine/setting-modal/general-setting/index.tsx
index 9b08807a64..7d6d7b03fa 100644
--- a/packages/frontend/core/src/components/affine/setting-modal/general-setting/index.tsx
+++ b/packages/frontend/core/src/components/affine/setting-modal/general-setting/index.tsx
@@ -40,9 +40,6 @@ export const useGeneralSettingList = (): GeneralSettingList => {
   const hasPaymentFeature = useLiveData(
     serverConfigService.serverConfig.features$.map(f => f?.payment)
   );
-  const isEarlyAccess = useLiveData(
-    userFeatureService.userFeature.isEarlyAccess$
-  );
 
   useEffect(() => {
     userFeatureService.userFeature.revalidate();
@@ -86,7 +83,7 @@ export const useGeneralSettingList = (): GeneralSettingList => {
     }
   }
 
-  if (isEarlyAccess || runtimeConfig.enableExperimentalFeature) {
+  if (runtimeConfig.enableExperimentalFeature) {
     settings.push({
       key: 'experimental-features',
       title: t['com.affine.settings.workspace.experimental-features'](),
diff --git a/packages/frontend/i18n/src/resources/en.json b/packages/frontend/i18n/src/resources/en.json
index 68d16618d9..c679f18132 100644
--- a/packages/frontend/i18n/src/resources/en.json
+++ b/packages/frontend/i18n/src/resources/en.json
@@ -1247,6 +1247,7 @@
   "com.affine.settings.workspace.experimental-features": "Experimental features",
   "com.affine.settings.workspace.experimental-features.get-started": "Get started",
   "com.affine.settings.workspace.experimental-features.header.plugins": "Experimental features",
+  "com.affine.settings.workspace.experimental-features.header.subtitle": "You can customize your workspace here.",
   "com.affine.settings.workspace.experimental-features.prompt-disclaimer": "I am aware of the risks, and I am willing to continue to use it.",
   "com.affine.settings.workspace.experimental-features.prompt-header": "Do you want to use the plugin system that is in an experimental stage?",
   "com.affine.settings.workspace.experimental-features.prompt-warning": "You are about to enable an experimental feature. This feature is still in development and may contain errors or behave unpredictably. Please proceed with caution and at your own risk.",