diff --git a/packages/core/src/oidc/extra-token-claims.ts b/packages/core/src/oidc/extra-token-claims.ts
index 906e5134599..01c41b0a646 100644
--- a/packages/core/src/oidc/extra-token-claims.ts
+++ b/packages/core/src/oidc/extra-token-claims.ts
@@ -27,12 +27,6 @@ export const getExtraTokenClaimsForOrganizationApiResource = async (
   ctx: KoaContextWithOIDC,
   token: unknown
 ): Promise<UnknownObject | undefined> => {
-  const { isDevFeaturesEnabled } = EnvSet.values;
-
-  if (!isDevFeaturesEnabled) {
-    return;
-  }
-
   const organizationId = ctx.oidc.params?.organization_id;
   const resource = ctx.oidc.params?.resource;
 
diff --git a/packages/core/src/oidc/grants/refresh-token.ts b/packages/core/src/oidc/grants/refresh-token.ts
index 26950a9ef27..b44eb80769e 100644
--- a/packages/core/src/oidc/grants/refresh-token.ts
+++ b/packages/core/src/oidc/grants/refresh-token.ts
@@ -35,7 +35,7 @@ import dpopValidate from 'oidc-provider/lib/helpers/validate_dpop.js';
 import validatePresence from 'oidc-provider/lib/helpers/validate_presence.js';
 import instance from 'oidc-provider/lib/helpers/weak_cache.js';
 
-import { EnvSet } from '#src/env-set/index.js';
+import { type EnvSet } from '#src/env-set/index.js';
 import type Queries from '#src/tenants/Queries.js';
 import assertThat from '#src/utils/assert-that.js';
 
@@ -140,15 +140,11 @@ export const buildHandler: (
   // The value type is `unknown`, which will swallow other type inferences. So we have to cast it
   // to `Boolean` first.
   const organizationId = cond(Boolean(params.organization_id) && String(params.organization_id));
-  if (organizationId) {
-    // Validate if the refresh token has the required scope from RFC 0001.
-    if (!refreshToken.scopes.has(UserScope.Organizations)) {
-      throw new InsufficientScope('refresh token missing required scope', UserScope.Organizations);
-    }
-    // Does not allow requesting resource token when requesting organization token (yet).
-    if (!EnvSet.values.isDevFeaturesEnabled && params.resource) {
-      throw new InvalidRequest('resource is not allowed when requesting organization token');
-    }
+  if (
+    organizationId && // Validate if the refresh token has the required scope from RFC 0001.
+    !refreshToken.scopes.has(UserScope.Organizations)
+  ) {
+    throw new InsufficientScope('refresh token missing required scope', UserScope.Organizations);
   }
   /* === End RFC 0001 === */
 
diff --git a/packages/core/src/oidc/resource.ts b/packages/core/src/oidc/resource.ts
index 37c43cf73c5..48dd4086038 100644
--- a/packages/core/src/oidc/resource.ts
+++ b/packages/core/src/oidc/resource.ts
@@ -3,7 +3,7 @@ import { type Resource } from '@logto/schemas';
 import { trySafe, type Nullable } from '@silverhand/essentials';
 import { type ResourceServer } from 'oidc-provider';
 
-import { EnvSet } from '#src/env-set/index.js';
+import { type EnvSet } from '#src/env-set/index.js';
 import type Libraries from '#src/tenants/Libraries.js';
 import type Queries from '#src/tenants/Queries.js';
 
@@ -164,10 +164,8 @@ export const filterResourceScopesForTheThirdPartyApplication = async (
   const userConsentResource = userConsentResources.find(
     ({ resource }) => resource.indicator === indicator
   );
-  const userConsentOrganizationResources = EnvSet.values.isDevFeaturesEnabled
-    ? includeOrganizationResourceScopes
-      ? await getApplicationUserConsentOrganizationResourceScopes(applicationId)
-      : []
+  const userConsentOrganizationResources = includeOrganizationResourceScopes
+    ? await getApplicationUserConsentOrganizationResourceScopes(applicationId)
     : [];
   const userConsentOrganizationResource = userConsentOrganizationResources.find(
     ({ resource }) => resource.indicator === indicator
diff --git a/packages/core/src/routes/applications/application-user-consent-scope.ts b/packages/core/src/routes/applications/application-user-consent-scope.ts
index 22ee94c5590..657e34998fa 100644
--- a/packages/core/src/routes/applications/application-user-consent-scope.ts
+++ b/packages/core/src/routes/applications/application-user-consent-scope.ts
@@ -5,7 +5,6 @@ import {
 } from '@logto/schemas';
 import { object, string, nativeEnum } from 'zod';
 
-import { EnvSet } from '#src/env-set/index.js';
 import koaGuard from '#src/middleware/koa-guard.js';
 
 import type { ManagementApiRouter, RouterInitArgs } from '../types.js';
@@ -53,15 +52,11 @@ export default function applicationUserConsentScopeRoutes<T extends ManagementAp
         body,
       } = ctx.guard;
 
-      // TODO @wangsijie: Remove this when feature is enabled in production
-      const { organizationResourceScopes, ...rest } = body;
-      const theBody = EnvSet.values.isDevFeaturesEnabled ? body : rest;
-
       await validateThirdPartyApplicationById(applicationId);
 
-      await validateApplicationUserConsentScopes(theBody, tenantId);
+      await validateApplicationUserConsentScopes(body, tenantId);
 
-      await assignApplicationUserConsentScopes(applicationId, theBody);
+      await assignApplicationUserConsentScopes(applicationId, body);
 
       ctx.status = 201;
 
@@ -75,9 +70,7 @@ export default function applicationUserConsentScopeRoutes<T extends ManagementAp
       params: object({
         applicationId: string(),
       }),
-      response: EnvSet.values.isDevFeaturesEnabled
-        ? applicationUserConsentScopesResponseGuard
-        : applicationUserConsentScopesResponseGuard.omit({ organizationResourceScopes: true }),
+      response: applicationUserConsentScopesResponseGuard,
       status: [200, 404],
     }),
     async (ctx, next) => {
@@ -94,18 +87,12 @@ export default function applicationUserConsentScopeRoutes<T extends ManagementAp
           getApplicationUserConsentScopes(applicationId),
         ]);
 
-      ctx.body = EnvSet.values.isDevFeaturesEnabled
-        ? {
-            organizationScopes,
-            resourceScopes,
-            organizationResourceScopes,
-            userScopes,
-          }
-        : {
-            organizationScopes,
-            resourceScopes,
-            userScopes,
-          };
+      ctx.body = {
+        organizationScopes,
+        resourceScopes,
+        organizationResourceScopes,
+        userScopes,
+      };
 
       return next();
     }
diff --git a/packages/core/src/routes/interaction/consent/index.ts b/packages/core/src/routes/interaction/consent/index.ts
index 471c4b34ded..a5e7a901181 100644
--- a/packages/core/src/routes/interaction/consent/index.ts
+++ b/packages/core/src/routes/interaction/consent/index.ts
@@ -13,7 +13,6 @@ import { type IRouterParamContext } from 'koa-router';
 import { errors } from 'oidc-provider';
 import { z } from 'zod';
 
-import { EnvSet } from '#src/env-set/index.js';
 import { consent, getMissingScopes } from '#src/libraries/session.js';
 import koaGuard from '#src/middleware/koa-guard.js';
 import type TenantContext from '#src/tenants/TenantContext.js';
@@ -90,12 +89,13 @@ export default function consentRoutes<T extends IRouterParamContext>(
 
       // Find the organizations granted by the user
       // The user may send consent request multiple times, so we need to find the organizations again
-      const [, organizations] = EnvSet.values.isDevFeaturesEnabled
-        ? await queries.applications.userConsentOrganizations.getEntities(Organizations, {
-            applicationId,
-            userId,
-          })
-        : [0, []];
+      const [, organizations] = await queries.applications.userConsentOrganizations.getEntities(
+        Organizations,
+        {
+          applicationId,
+          userId,
+        }
+      );
 
       // The missingResourceScopes from the prompt details are from `getResourceServerInfo`,
       // which contains resource scopes and organization resource scopes.
@@ -111,10 +111,6 @@ export default function consentRoutes<T extends IRouterParamContext>(
 
       const organizationsWithMissingResourceScopes = await Promise.all(
         organizations.map(async ({ name, id }) => {
-          if (!EnvSet.values.isDevFeaturesEnabled) {
-            return { name, id };
-          }
-
           const missingResourceScopes = await filterAndParseMissingResourceScopes({
             resourceScopes: allMissingResourceScopes,
             queries,
@@ -136,10 +132,6 @@ export default function consentRoutes<T extends IRouterParamContext>(
       const resourceScopesToGrant: Record<string, string[]> = Object.fromEntries(
         organizationsWithMissingResourceScopes.reduce<Array<[string, string[]]>>(
           (entries, { missingResourceScopes }) => {
-            if (!missingResourceScopes) {
-              return entries;
-            }
-
             const organizationEntries: Array<[string, string[]]> = missingResourceScopes.map(
               ({ resource, scopes }) => [resource.indicator, scopes.map(({ name }) => name)]
             );
@@ -261,10 +253,6 @@ export default function consentRoutes<T extends IRouterParamContext>(
 
       const organizationsWithMissingResourceScopes = await Promise.all(
         organizations.map(async ({ name, id }) => {
-          if (!EnvSet.values.isDevFeaturesEnabled) {
-            return { name, id };
-          }
-
           const missingResourceScopes = await filterAndParseMissingResourceScopes({
             resourceScopes: allMissingResourceScopes,
             queries,
diff --git a/packages/core/src/routes/interaction/consent/utils.ts b/packages/core/src/routes/interaction/consent/utils.ts
index d438bb43233..f8f258681cd 100644
--- a/packages/core/src/routes/interaction/consent/utils.ts
+++ b/packages/core/src/routes/interaction/consent/utils.ts
@@ -2,7 +2,6 @@ import { ReservedResource } from '@logto/core-kit';
 import { type MissingResourceScopes, type Scope, missingResourceScopesGuard } from '@logto/schemas';
 import { errors } from 'oidc-provider';
 
-import { EnvSet } from '#src/env-set/index.js';
 import {
   filterResourceScopesForTheThirdPartyApplication,
   findResourceScopes,
@@ -108,10 +107,6 @@ export const filterAndParseMissingResourceScopes = async ({
     await Promise.all(
       Object.entries(resourceScopes).map(
         async ([resourceIndicator, missingScopes]): Promise<[string, string[]]> => {
-          if (!EnvSet.values.isDevFeaturesEnabled) {
-            return [resourceIndicator, missingScopes];
-          }
-
           // Fetch the list of scopes, `findFromOrganizations` is set to false,
           // so it will only search the user resource scopes.
           const scopes = await findResourceScopes({
diff --git a/packages/core/src/routes/organization/roles.ts b/packages/core/src/routes/organization/roles.ts
index 39b90e59207..5e706abdc2f 100644
--- a/packages/core/src/routes/organization/roles.ts
+++ b/packages/core/src/routes/organization/roles.ts
@@ -2,12 +2,10 @@ import {
   type CreateOrganizationRole,
   OrganizationRoles,
   organizationRoleWithScopesGuard,
-  organizationRoleWithScopesGuardDeprecated,
 } from '@logto/schemas';
 import { generateStandardId } from '@logto/shared';
 import { z } from 'zod';
 
-import { EnvSet } from '#src/env-set/index.js';
 import koaGuard from '#src/middleware/koa-guard.js';
 import koaPagination from '#src/middleware/koa-pagination.js';
 import koaQuotaGuard from '#src/middleware/koa-quota-guard.js';
@@ -45,10 +43,7 @@ export default function organizationRoleRoutes<T extends ManagementApiRouter>(
     koaPagination(),
     koaGuard({
       query: z.object({ q: z.string().optional() }),
-      // TODO @wangsijie - Remove this once the feature is ready
-      response: EnvSet.values.isDevFeaturesEnabled
-        ? organizationRoleWithScopesGuard.array()
-        : organizationRoleWithScopesGuardDeprecated.array(),
+      response: organizationRoleWithScopesGuard.array(),
       status: [200],
     }),
     async (ctx, next) => {
@@ -70,19 +65,6 @@ export default function organizationRoleRoutes<T extends ManagementApiRouter>(
     resourceScopeIds: string[];
   };
 
-  // TODO @wangsijie - Remove this once the feature is ready
-  const originalCreateCard: z.ZodType<
-    Omit<CreateOrganizationRolePayload, 'resourceScopeIds'> & { resourceScopeIds?: string[] },
-    z.ZodTypeDef,
-    unknown
-  > = OrganizationRoles.createGuard
-    .omit({
-      id: true,
-    })
-    .extend({
-      organizationScopeIds: z.array(z.string()).default([]),
-    });
-
   const createGuard: z.ZodType<CreateOrganizationRolePayload, z.ZodTypeDef, unknown> =
     OrganizationRoles.createGuard
       .omit({
@@ -96,7 +78,7 @@ export default function organizationRoleRoutes<T extends ManagementApiRouter>(
   router.post(
     '/',
     koaGuard({
-      body: EnvSet.values.isDevFeaturesEnabled ? createGuard : originalCreateCard,
+      body: createGuard,
       response: OrganizationRoles.guard,
       status: [201, 422],
     }),
@@ -110,8 +92,7 @@ export default function organizationRoleRoutes<T extends ManagementApiRouter>(
         );
       }
 
-      // TODO @wangsijie - Remove this once the feature is ready
-      if (EnvSet.values.isDevFeaturesEnabled && resourceScopeIds && resourceScopeIds.length > 0) {
+      if (resourceScopeIds.length > 0) {
         await rolesResourceScopes.insert(
           ...resourceScopeIds.map<[string, string]>((id) => [role.id, id])
         );
@@ -124,9 +105,7 @@ export default function organizationRoleRoutes<T extends ManagementApiRouter>(
   );
 
   router.addRelationRoutes(rolesScopes, 'scopes');
-  if (EnvSet.values.isDevFeaturesEnabled) {
-    router.addRelationRoutes(rolesResourceScopes, 'resource-scopes');
-  }
+  router.addRelationRoutes(rolesResourceScopes, 'resource-scopes');
 
   originalRouter.use(router.routes());
 }
diff --git a/packages/schemas/src/types/organization.ts b/packages/schemas/src/types/organization.ts
index 27a8201932f..51407c45a50 100644
--- a/packages/schemas/src/types/organization.ts
+++ b/packages/schemas/src/types/organization.ts
@@ -37,18 +37,6 @@ export type OrganizationRoleWithScopes = OrganizationRole & {
   resourceScopes: ResourceScopeEntity[];
 };
 
-// TODO @wangsijie - Remove this once the feature is ready
-export const organizationRoleWithScopesGuardDeprecated: ToZodObject<
-  Omit<OrganizationRoleWithScopes, 'resourceScopes'>
-> = OrganizationRoles.guard.extend({
-  scopes: z
-    .object({
-      id: z.string(),
-      name: z.string(),
-    })
-    .array(),
-});
-
 export const organizationRoleWithScopesGuard: ToZodObject<OrganizationRoleWithScopes> =
   OrganizationRoles.guard.extend({
     scopes: z