diff --git a/backend/python/plugins/azuredevops/azuredevops/main.py b/backend/python/plugins/azuredevops/azuredevops/main.py
index 966aca974f5..d31b53b3d3a 100644
--- a/backend/python/plugins/azuredevops/azuredevops/main.py
+++ b/backend/python/plugins/azuredevops/azuredevops/main.py
@@ -51,13 +51,13 @@ def domain_scopes(self, git_repo: GitRepository):
             name=git_repo.name,
             url=git_repo.url,
             forked_from=git_repo.parent_repository_url,
-            updated_date=git_repo.updated_date,
+            # updated_date=git_repo.updated_date,
         )
         yield CicdScope(
             name=git_repo.name,
             description=git_repo.name,
             url=git_repo.url,
-            updatedDate=git_repo.updated_date,
+            # updatedDate=git_repo.updated_date,
         )
 
     def remote_scope_groups(self, connection) -> list[RemoteScopeGroup]:
diff --git a/backend/python/plugins/azuredevops/azuredevops/streams/builds.py b/backend/python/plugins/azuredevops/azuredevops/streams/builds.py
index b24dc1be8eb..da44bc03c4c 100644
--- a/backend/python/plugins/azuredevops/azuredevops/streams/builds.py
+++ b/backend/python/plugins/azuredevops/azuredevops/streams/builds.py
@@ -62,9 +62,11 @@ def convert(self, b: Build, ctx: Context):
         type = devops.CICDType.BUILD
         if ctx.scope_config.deployment_pattern and ctx.scope_config.deployment_pattern.search(b.name):
             type = devops.CICDType.DEPLOYMENT
-        environment = devops.CICDEnvironment.TESTING
-        if ctx.scope_config.production_pattern and ctx.scope_config.production_pattern.search(b.name):
-            environment = devops.CICDEnvironment.PRODUCTION
+
+        environment = devops.CICDEnvironment.PRODUCTION
+        if ctx.scope_config.production_pattern is not None and ctx.scope_config.production_pattern.search(
+                b.name) is None:
+            environment = ""
 
         if b.finish_time:
             duration_sec = abs(b.finish_time.timestamp() - b.start_time.timestamp())
diff --git a/backend/python/plugins/azuredevops/azuredevops/streams/jobs.py b/backend/python/plugins/azuredevops/azuredevops/streams/jobs.py
index 06a6e481a30..dae50ad47cd 100644
--- a/backend/python/plugins/azuredevops/azuredevops/streams/jobs.py
+++ b/backend/python/plugins/azuredevops/azuredevops/streams/jobs.py
@@ -13,16 +13,15 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from typing import Iterable
-
 from http import HTTPStatus
+from typing import Iterable
 
+import pydevlake.domain_layer.devops as devops
 from azuredevops.api import AzureDevOpsAPI
 from azuredevops.models import Job, Build, GitRepository
 from azuredevops.streams.builds import Builds
 from pydevlake import Context, Substream, DomainType
 from pydevlake.api import APIException
-import pydevlake.domain_layer.devops as devops
 
 
 class Jobs(Substream):
@@ -81,12 +80,13 @@ def convert(self, j: Job, ctx: Context) -> Iterable[devops.CICDPipeline]:
         type = devops.CICDType.BUILD
         if ctx.scope_config.deployment_pattern and ctx.scope_config.deployment_pattern.search(j.name):
             type = devops.CICDType.DEPLOYMENT
-        environment = devops.CICDEnvironment.TESTING
-        if ctx.scope_config.production_pattern and ctx.scope_config.production_pattern.search(j.name):
-            environment = devops.CICDEnvironment.PRODUCTION
+        environment = devops.CICDEnvironment.PRODUCTION
+        if ctx.scope_config.production_pattern is not None and ctx.scope_config.production_pattern.search(
+                j.name) is None:
+            environment = ""
 
         if j.finish_time:
-            duration_sec = abs(j.finish_time.timestamp()-j.start_time.timestamp())
+            duration_sec = abs(j.finish_time.timestamp() - j.start_time.timestamp())
         else:
             duration_sec = float(0.0)
 
@@ -95,10 +95,10 @@ def convert(self, j: Job, ctx: Context) -> Iterable[devops.CICDPipeline]:
             name=j.name,
             pipeline_id=j.build_id,
             status=status,
-            original_status = str(j.state),
-            original_result = str(j.result),
+            original_status=str(j.state),
+            original_result=str(j.result),
             created_date=j.start_time,
-            started_date =j.start_time,
+            started_date=j.start_time,
             finished_date=j.finish_time,
             result=result,
             type=type,
diff --git a/backend/python/plugins/azuredevops/azuredevops/streams/pull_requests.py b/backend/python/plugins/azuredevops/azuredevops/streams/pull_requests.py
index bebb7bed872..77cc118b050 100644
--- a/backend/python/plugins/azuredevops/azuredevops/streams/pull_requests.py
+++ b/backend/python/plugins/azuredevops/azuredevops/streams/pull_requests.py
@@ -64,7 +64,7 @@ def convert(self, pr: GitPullRequest, ctx):
             merged_date=pr.closed_date,
             closed_date=pr.closed_date,
             type=pr.type,
-            component="", # not supported
+            component="",  # not supported
             merge_commit_sha=pr.merge_commit_sha,
             head_ref=pr.source_ref_name,
             base_ref=pr.target_ref_name,
diff --git a/backend/python/pydevlake/pydevlake/domain_layer/devops.py b/backend/python/pydevlake/pydevlake/domain_layer/devops.py
index 3ac97feddb0..80630e17031 100644
--- a/backend/python/pydevlake/pydevlake/domain_layer/devops.py
+++ b/backend/python/pydevlake/pydevlake/domain_layer/devops.py
@@ -66,7 +66,7 @@ class CICDPipeline(DomainModel, table=True):
     queued_duration_sec: Optional[float]
 
     type: Optional[CICDType]
-    environment: Optional[str]
+    environment: Optional[CICDEnvironment]
 
 
 class CiCDPipelineCommit(NoPKModel, table=True):