diff --git a/base/src/main/java/com/tinyengine/it/login/utils/JwtUtil.java b/base/src/main/java/com/tinyengine/it/login/utils/JwtUtil.java
index 8b6bce17..41f8a0e4 100644
--- a/base/src/main/java/com/tinyengine/it/login/utils/JwtUtil.java
+++ b/base/src/main/java/com/tinyengine/it/login/utils/JwtUtil.java
@@ -17,21 +17,25 @@
 import io.jsonwebtoken.Claims;
 import io.jsonwebtoken.ExpiredJwtException;
 import io.jsonwebtoken.Jwts;
-import io.jsonwebtoken.MalformedJwtException;
-import io.jsonwebtoken.security.Keys;
-import jakarta.annotation.PostConstruct;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Component;
-
-import javax.crypto.SecretKey;
-import java.nio.charset.StandardCharsets;
-import java.util.ArrayList;
-import java.util.Date;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.stream.Collectors;
+import io.jsonwebtoken.MalformedJwtException;
+import io.jsonwebtoken.security.Keys;
+import jakarta.annotation.PostConstruct;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.core.env.Environment;
+import org.springframework.stereotype.Component;
+
+import javax.crypto.SecretKey;
+import java.nio.charset.StandardCharsets;
+import java.security.SecureRandom;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Base64;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
 
 /**
  * Jwt util
@@ -40,38 +44,53 @@
 @Slf4j
 public class JwtUtil {
 
-    @Autowired
-    private TokenBlacklistService tokenBlacklistService;
-
-    private static final long EXPIRATION_TIME = 21600000L; // 6小时 = 6 * 60 * 60 * 1000 = 21600000 毫秒
-    private static final String SECRET_ENV_NAME = "SECRET_STRING";
-
-    @PostConstruct
-    public void validateSecretConfiguration() {
-        try {
-            getSecretKey();
-        } catch (Exception e) {
-            throw new IllegalStateException(
-                "JWT secret is not configured correctly. Set environment variable "
-                    + SECRET_ENV_NAME + " to a strong value before starting the service.",
-                e
-            );
-        }
-    }
-
-    private static String getSecretString() {
-        String secret = System.getenv(SECRET_ENV_NAME);
-        if (secret == null || secret.isBlank()) {
-            throw new IllegalStateException(
-                "Missing required environment variable " + SECRET_ENV_NAME + " for JWT signing."
-            );
-        }
-        return secret;
-    }
-
-    public static SecretKey getSecretKey() {
-        return Keys.hmacShaKeyFor(getSecretString().getBytes(StandardCharsets.UTF_8));
-    }
+    @Autowired
+    private TokenBlacklistService tokenBlacklistService;
+
+    @Autowired
+    private Environment environment;
+
+    private static final long EXPIRATION_TIME = 21600000L; // 6小时 = 6 * 60 * 60 * 1000 = 21600000 毫秒
+    private static final String SECRET_ENV_NAME = "SECRET_STRING";
+    private static String cachedSecret;
+
+    @PostConstruct
+    public void validateSecretConfiguration() {
+        boolean isDev = Arrays.asList(environment.getActiveProfiles()).contains("dev");
+        String secret = resolveSecret(isDev);
+        cachedSecret = secret;
+        if (isDev && System.getenv(SECRET_ENV_NAME) == null) {
+            log.info("JWT secret auto-generated for dev profile (tokens invalidate on restart)");
+        }
+        try {
+            getSecretKey();
+        } catch (Exception e) {
+            throw new IllegalStateException(
+                "JWT secret is not configured correctly. Set environment variable "
+                    + SECRET_ENV_NAME + " to a strong value before starting the service.",
+                e
+            );
+        }
+    }
+
+    private static String resolveSecret(boolean isDev) {
+        String secret = System.getenv(SECRET_ENV_NAME);
+        if (secret != null && !secret.isBlank()) {
+            return secret;
+        }
+        if (isDev) {
+            byte[] bytes = new byte[32];
+            new SecureRandom().nextBytes(bytes);
+            return Base64.getEncoder().encodeToString(bytes);
+        }
+        throw new IllegalStateException(
+            "Missing required environment variable " + SECRET_ENV_NAME + " for JWT signing."
+        );
+    }
+
+    public static SecretKey getSecretKey() {
+        return Keys.hmacShaKeyFor(cachedSecret.getBytes(StandardCharsets.UTF_8));
+    }
 
     /**
      * 生成包含完整用户信息的 JWT Token（支持 Tenant 对象和 Map 两种格式）