diff --git a/Src/CodeSpirit.ExamApi/Data/ExamDbContext.cs b/Src/CodeSpirit.ExamApi/Data/ExamDbContext.cs
index cb3b88b7d3559bc9297a33447858cf70323463ac..c4ac82b28d56d73e33d111a201c270b407324eb4 100644
--- a/Src/CodeSpirit.ExamApi/Data/ExamDbContext.cs
+++ b/Src/CodeSpirit.ExamApi/Data/ExamDbContext.cs
@@ -7,6 +7,7 @@ using CodeSpirit.Core;
 using CodeSpirit.ExamApi.Data.Seeds;
 using CodeSpirit.Core.IdGenerator;
 using Microsoft.Extensions.DependencyInjection;
+using System;
 
 namespace CodeSpirit.ExamApi.Data;
 
@@ -398,6 +399,7 @@ public class ExamDbContext : AuditableDbContext
     public async Task InitializeDatabaseAsync()
     {
         using var scope = _serviceProvider.CreateScope();
-        await ExamDbContextSeed.SeedAsync(this);
+        var hostEnvironment = scope.ServiceProvider.GetRequiredService<IHostEnvironment>();
+        await ExamDbContextSeed.SeedAsync(this, hostEnvironment.IsDevelopment());
     }
 }
\ No newline at end of file
diff --git a/Src/CodeSpirit.ExamApi/Data/Seeds/ExamDbContextSeed.cs b/Src/CodeSpirit.ExamApi/Data/Seeds/ExamDbContextSeed.cs
index e796dec7552c1308bfad0abd3527966fb4caa06d..ed4a7ca0b99f490c203cd46b7da4ed1399b958b2 100644
--- a/Src/CodeSpirit.ExamApi/Data/Seeds/ExamDbContextSeed.cs
+++ b/Src/CodeSpirit.ExamApi/Data/Seeds/ExamDbContextSeed.cs
@@ -15,28 +15,31 @@ public static class ExamDbContextSeed
     /// 初始化数据库
     /// </summary>
     /// <param name="context">数据库上下文</param>
-    /// <param name="idGenerator">ID生成器</param>
-    public static async Task SeedAsync(ExamDbContext context)
+    /// <param name="isDevelopment">是否是开发环境</param>
+    public static async Task SeedAsync(ExamDbContext context, bool isDevelopment)
     {
         ArgumentNullException.ThrowIfNull(context);
         context.UserId = -1;
 
         // 确保数据库已创建
         await context.Database.MigrateAsync();
-
-        // 初始化基础数据
-        await SeedQuestionCategoriesAsync(context);
-        await SeedStudentGroupsAsync(context);
-        await SeedQuestionsAsync(context);
-        await SeedStudentsAsync(context);
-        await SeedExamPapersAsync(context);
-        await SeedExamSettingsAsync(context);
-        await SeedWrongQuestionsAsync(context);
-        //await SeedExamRecordsAsync(context);
-        //await SeedPracticeRecordsAsync(context);
         
-        // 为ID为-1的用户初始化考试数据
-        //await SeedTestUserDataAsync(context);
+        if (isDevelopment)
+        {
+            // 初始化基础数据
+            await SeedQuestionCategoriesAsync(context);
+            await SeedStudentGroupsAsync(context);
+            await SeedQuestionsAsync(context);
+            await SeedStudentsAsync(context);
+            await SeedExamPapersAsync(context);
+            await SeedExamSettingsAsync(context);
+            await SeedWrongQuestionsAsync(context);
+            //await SeedExamRecordsAsync(context);
+            //await SeedPracticeRecordsAsync(context);
+
+            // 为ID为-1的用户初始化考试数据
+            //await SeedTestUserDataAsync(context);
+        }
 
         // 保存所有更改
         await context.SaveChangesAsync();
diff --git a/Src/CodeSpirit.IdentityApi/Data/Seeders/RoleSeeder.cs b/Src/CodeSpirit.IdentityApi/Data/Seeders/RoleSeeder.cs
index ebfd4d5684e496c9250ed20c6a3dde3174a5303f..d5f1ed7c82c98a9077025bebcd9104b63b4acfe4 100644
--- a/Src/CodeSpirit.IdentityApi/Data/Seeders/RoleSeeder.cs
+++ b/Src/CodeSpirit.IdentityApi/Data/Seeders/RoleSeeder.cs
@@ -9,15 +9,18 @@ namespace CodeSpirit.IdentityApi.Data.Seeders
         private readonly RoleManager<ApplicationRole> _roleManager;
         private readonly ILogger<RoleSeeder> _logger;
         private readonly IIdGenerator _idGenerator;
+        private readonly IHostEnvironment _hostEnvironment;
 
         public RoleSeeder(
             RoleManager<ApplicationRole> roleManager,
             ILogger<RoleSeeder> logger,
-            IIdGenerator idGenerator)
+            IIdGenerator idGenerator,
+            IHostEnvironment hostEnvironment)
         {
             _roleManager = roleManager;
             _logger = logger;
             _idGenerator = idGenerator;
+            _hostEnvironment = hostEnvironment;
         }
 
         public async Task SeedRolesAsync(List<ApplicationRole> roles)
@@ -50,19 +53,24 @@ namespace CodeSpirit.IdentityApi.Data.Seeders
 
         public List<ApplicationRole> GetRoles()
         {
-            return
-            [
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "Admin", Description = "系统管理员，拥有所有权限。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "项目经理", Description = "项目经理，负责项目管理和团队协调。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "开发人员", Description = "开发人员，负责编码和实现功能。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "测试人员", Description = "测试人员，负责软件测试和质量保证。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "技术支持", Description = "支持人员，提供技术支持和客户服务。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "人力资源", Description = "人力资源，管理员工信息和招聘流程。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "财务人员", Description = "财务人员，负责财务管理和预算控制。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "销售人员", Description = "销售人员，负责销售和市场推广。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "市场营销", Description = "市场营销，负责市场分析和营销策略。" },
-                new ApplicationRole { Id = _idGenerator.NewId(), Name = "访客", Description = "访客，具有最低权限的用户。" }
-            ];
+            var roles = new List<ApplicationRole>()
+            {
+                new() { Id = _idGenerator.NewId(), Name = "Admin", Description = "系统管理员，拥有所有权限。" }
+            };
+
+            if (_hostEnvironment.IsDevelopment())
+            {
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "项目经理", Description = "项目经理，负责项目管理和团队协调。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "开发人员", Description = "开发人员，负责编码和实现功能。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "测试人员", Description = "测试人员，负责软件测试和质量保证。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "技术支持", Description = "支持人员，提供技术支持和客户服务。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "人力资源", Description = "人力资源，管理员工信息和招聘流程。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "财务人员", Description = "财务人员，负责财务管理和预算控制。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "销售人员", Description = "销售人员，负责销售和市场推广。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "市场营销", Description = "市场营销，负责市场分析和营销策略。" });
+                roles.Add(new() { Id = _idGenerator.NewId(), Name = "访客", Description = "访客，具有最低权限的用户。" });
+            }
+            return roles;
         }
     }
 }
diff --git a/Src/CodeSpirit.IdentityApi/Data/Seeders/UserSeeder.cs b/Src/CodeSpirit.IdentityApi/Data/Seeders/UserSeeder.cs
index 2459ddb23adfa58f1c652fc80e001a3495c041cb..a5886dd866448d0e8618a0a39dd5d072608d1908 100644
--- a/Src/CodeSpirit.IdentityApi/Data/Seeders/UserSeeder.cs
+++ b/Src/CodeSpirit.IdentityApi/Data/Seeders/UserSeeder.cs
@@ -10,19 +10,21 @@ public class UserSeeder : IScopedDependency
     private readonly RoleManager<ApplicationRole> _roleManager;
     private readonly UserManager<ApplicationUser> _userManager;
     private readonly IIdGenerator _idGenerator;
-
+    private readonly IHostEnvironment _hostEnvironment;
     public UserSeeder(
         IServiceProvider serviceProvider,
         ILogger<UserSeeder> logger,
         RoleManager<ApplicationRole> roleManager,
         UserManager<ApplicationUser> userManager,
-        IIdGenerator idGenerator)
+        IIdGenerator idGenerator,
+        IHostEnvironment hostEnvironment)
     {
         _serviceProvider = serviceProvider;
         _logger = logger;
         _roleManager = roleManager;
         _userManager = userManager;
         _idGenerator = idGenerator;
+        _hostEnvironment = hostEnvironment;
     }
 
     public async Task SeedAdminUserAsync()
@@ -108,6 +110,11 @@ public class UserSeeder : IScopedDependency
 
     public async Task SeedRandomUsersAsync(int userCount, RoleManager<ApplicationRole> roleManager)
     {
+        if (!_hostEnvironment.IsDevelopment())
+        {
+            return;
+        }
+
         if (await _userManager.Users.AnyAsync())
         {
             return;
diff --git a/Src/CodeSpirit.Messaging/Data/Seeders/ConversationSeeder.cs b/Src/CodeSpirit.Messaging/Data/Seeders/ConversationSeeder.cs
index ddef420a22962a1b9d1bb5e55eccad774da8f91a..1ba8c8a0d25f95c903c57add164cca612ad8c2e2 100644
--- a/Src/CodeSpirit.Messaging/Data/Seeders/ConversationSeeder.cs
+++ b/Src/CodeSpirit.Messaging/Data/Seeders/ConversationSeeder.cs
@@ -4,6 +4,7 @@ using System;
 using System.Collections.Generic;
 using System.Threading.Tasks;
 using System.Linq;
+using Microsoft.Extensions.Hosting;
 
 namespace CodeSpirit.Messaging.Data.Seeders
 {
@@ -14,7 +15,7 @@ namespace CodeSpirit.Messaging.Data.Seeders
     {
         private readonly ILogger<ConversationSeeder> _logger;
         private readonly MessagingDbContext _dbContext;
-
+        public readonly IHostEnvironment _hostEnvironment;
         /// <summary>
         /// 构造函数
         /// </summary>
@@ -22,10 +23,12 @@ namespace CodeSpirit.Messaging.Data.Seeders
         /// <param name="dbContext">数据库上下文</param>
         public ConversationSeeder(
             ILogger<ConversationSeeder> logger,
-            MessagingDbContext dbContext)
+            MessagingDbContext dbContext,
+            IHostEnvironment hostEnvironment)
         {
             _logger = logger;
             _dbContext = dbContext;
+            _hostEnvironment = hostEnvironment;
         }
 
         /// <summary>
@@ -35,6 +38,12 @@ namespace CodeSpirit.Messaging.Data.Seeders
         {
             try
             {
+                // 检查 非开发环境不创建种子数据
+                if (!_hostEnvironment.IsDevelopment())
+                {
+                    return;
+                }
+
                 // 检查是否已经有数据
                 if (_dbContext.Conversations.Any())
                 {