diff --git a/backend/src/main/java/com/qqchen/deploy/backend/deploy/entity/JenkinsBuild.java b/backend/src/main/java/com/qqchen/deploy/backend/deploy/entity/JenkinsBuild.java
index 18c94dd5..b3c08062 100644
--- a/backend/src/main/java/com/qqchen/deploy/backend/deploy/entity/JenkinsBuild.java
+++ b/backend/src/main/java/com/qqchen/deploy/backend/deploy/entity/JenkinsBuild.java
@@ -30,7 +30,7 @@ public class JenkinsBuild extends Entity<Long> {
     @Column(name = "startTime", nullable = false)
     private LocalDateTime starttime;
 
-    @Column(name = "actions")
+    @Column(name = "actions", columnDefinition = "TEXT")
     private String actions;
 
     @Column(name = "external_system_id", nullable = false)
diff --git a/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/impl/JenkinsServiceIntegration.java b/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/impl/JenkinsServiceIntegration.java
index bb4f9763..a17b0f63 100644
--- a/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/impl/JenkinsServiceIntegration.java
+++ b/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/impl/JenkinsServiceIntegration.java
@@ -353,15 +353,22 @@ public class JenkinsServiceIntegration implements IJenkinsServiceIntegration {
      * @return 构建信息列表
      */
     public List<JenkinsBuildResponse> listBuilds(ExternalSystem externalSystem, String jobName) {
-        String treeQuery = "builds[number,url,result,timestamp,duration,building," +
-            "description,displayName,fullDisplayName,id,keepLog,queueId," +
-            "actions[*],changeSets[*],artifacts[*]]";
-        return callJenkinsApi(
+        String treeQuery = "builds[number,url,result,timestamp,duration,building,actions[_class,parameters[_class,name,value]]]";
+        List<JenkinsBuildResponse> builds = callJenkinsApi(
             externalSystem,
             "/job/" + jobName + "/api/json",
             treeQuery,
             "builds",
             JenkinsBuildResponse.class
         );
+
+        String baseUrl = StringUtils.removeEnd(externalSystem.getUrl(), "/");
+        return builds.stream()
+            .peek(build -> {
+                if (build.getUrl() != null) {
+                    build.setUrl(build.getUrl().replace(baseUrl, ""));
+                }
+            })
+            .toList();
     }
 }
diff --git a/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/response/JenkinsBuildResponse.java b/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/response/JenkinsBuildResponse.java
index e1beda17..5ab374d4 100644
--- a/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/response/JenkinsBuildResponse.java
+++ b/backend/src/main/java/com/qqchen/deploy/backend/deploy/integration/response/JenkinsBuildResponse.java
@@ -110,10 +110,18 @@ public class JenkinsBuildResponse {
     public static class BuildParameter {
         @JsonProperty("_class")
         private String type;
-        private Map<String, String> parameters;
+        private List<Parameter> parameters;
         private Map<String, Object> causes;
     }
     
+    @Data
+    public static class Parameter {
+        @JsonProperty("_class")
+        private String type;
+        private String name;
+        private String value;
+    }
+    
     @Data
     public static class ChangeSet {
         private String kind;
diff --git a/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java b/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java
index 8cc58b1d..9a6c5a6c 100644
--- a/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java
+++ b/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java
@@ -159,8 +159,7 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
         // 4. 批量保存或更新
         jenkinsBuildRepository.saveAll(jenkinsBuilds);
         
-        log.info("Successfully synchronized {} Jenkins builds for job: {}", 
-            jenkinsBuilds.size(), jenkinsJob.getJobName());
+        log.info("Successfully synchronized {} Jenkins builds for job: {}", jenkinsBuilds.size(), jenkinsJob.getJobName());
         
         return jenkinsBuilds.size();
     }