diff --git a/src/run_build.py b/src/run_build.py
index cf4e590f21..e58c633baf 100755
--- a/src/run_build.py
+++ b/src/run_build.py
@@ -9,6 +9,7 @@
 import logging
 import os
 import sys
+import uuid
 
 from build_workflow.build_args import BuildArgs
 from build_workflow.build_incremental import BuildIncremental
@@ -49,19 +50,22 @@ def main() -> int:
         buildIncremental = BuildIncremental(manifest, args.distribution)
         list_of_updated_plugins = buildIncremental.commits_diff(manifest)
         components = buildIncremental.rebuild_plugins(list_of_updated_plugins, manifest)
-        if not components:
-            logging.info("No commit difference found between any components. Skipping the build")
-            return 0
-
-        logging.info(f"Plugins for incremental build: {components}")
 
         build_manifest_path = os.path.join(args.distribution, "builds", manifest.build.filename, "manifest.yml")
         if not os.path.exists(build_manifest_path):
             logging.error(f"Previous build manifest missing at path: {build_manifest_path}")
+        build_manifest = BuildManifest.from_path(build_manifest_path)
 
-        logging.info(f"Build {components} incrementally.")
+        if not components:
+            logging.info("No commit difference found between any components. Skipping the build.")
+            build_manifest.build.id = os.getenv("BUILD_NUMBER") or uuid.uuid4().hex
+            build_manifest.to_file(build_manifest_path)
+            logging.info(f"Updating the build ID of build manifest to {build_manifest.build.id}.")
+            return 0
 
-        build_manifest = BuildManifest.from_path(build_manifest_path)
+        logging.info(f"Plugins for incremental build: {components}")
+
+        logging.info(f"Build {components} incrementally.")
 
     with TemporaryDirectory(keep=args.keep, chdir=True) as work_dir:
         logging.info(f"Building in {work_dir.name}")
diff --git a/tests/test_run_build.py b/tests/test_run_build.py
index 92443f9618..a3924233b6 100644
--- a/tests/test_run_build.py
+++ b/tests/test_run_build.py
@@ -259,16 +259,23 @@ def test_main_incremental(self, mock_build_incremental: MagicMock, mock_temp: Ma
         mock_build_incremental.return_value.commits_diff.assert_called()
         mock_build_incremental.return_value.rebuild_plugins.assert_called()
 
+    @patch.dict(os.environ, {"BUILD_NUMBER": "1234"})
     @patch("argparse._sys.argv", ["run_build.py", INPUT_MANIFEST_PATH, "--incremental", "-p", "linux"])
     @patch("run_build.BuildIncremental.commits_diff", return_value=MagicMock())
+    @patch("manifests.build_manifest.BuildManifest.from_path")
     @patch("run_build.BuildIncremental.rebuild_plugins", return_value=MagicMock())
     @patch("run_build.logging.info")
     def test_build_incremental_no_change(self, mock_logging_info: MagicMock,
-                                         mock_build_incremental: MagicMock, *mocks: Any) -> None:
+                                         mock_build_incremental: MagicMock, mock_build_manifest: MagicMock,
+                                         *mocks: Any) -> None:
         mock_build_incremental.return_value = []
+        mock_build_manifest.return_value = self.BUILD_MANIFEST
         main()
         mock_logging_info.assert_has_calls([
-            call("No commit difference found between any components. Skipping the build")
+            call("No commit difference found between any components. Skipping the build.")
+        ], any_order=True)
+        mock_logging_info.assert_has_calls([
+            call("Updating the build ID of build manifest to 1234.")
         ], any_order=True)
 
     @patch("argparse._sys.argv", ["run_build.py", INPUT_MANIFEST_PATH, "--incremental"])