diff --git a/dev/breeze/src/airflow_breeze/commands/release_management_commands.py b/dev/breeze/src/airflow_breeze/commands/release_management_commands.py
index abe7d9248725c..c308278d2d3b2 100644
--- a/dev/breeze/src/airflow_breeze/commands/release_management_commands.py
+++ b/dev/breeze/src/airflow_breeze/commands/release_management_commands.py
@@ -255,6 +255,7 @@
 # always correct regardless of how breeze is launched.
 SOURCE_DIR_PATH = str(AIRFLOW_ROOT_PATH)
 PR_PATTERN = re.compile(r".*\(#([0-9]+)\)")
+PR_REFERENCE_PATTERN = re.compile(r"#([0-9]+)")
 ISSUE_MATCH_IN_BODY = re.compile(r" #([0-9]+)[^0-9]")
 # Release-management commits (provider documentation / release preparation) are pure
 # release-process noise: they are not user-facing changes and existing providers already
@@ -2611,8 +2612,8 @@ def get_suffix_from_package_in_dist(dist_files: list[str], package: str) -> str
 
 
 def get_prs_for_package(provider_id: str, current_release_version: str | None = None) -> list[int]:
-    pr_matcher = re.compile(r".*\(#([0-9]*)\)``$")
-    prs = []
+    prs: list[int] = []
+    seen_prs: set[int] = set()
     if current_release_version is None:
         provider_yaml_dict = get_provider_distributions_metadata().get(provider_id)
         if not provider_yaml_dict:
@@ -2636,9 +2637,12 @@ def get_prs_for_package(provider_id: str, current_release_version: str | None =
             if line.startswith(".. Below changes are excluded from the changelog"):
                 # The reminder of PRs is not important skipping it
                 break
-            match_result = pr_matcher.match(line.strip())
-            if match_result:
-                prs.append(int(match_result.group(1)))
+            if line.lstrip().startswith("*"):
+                for pr_match in PR_REFERENCE_PATTERN.findall(line):
+                    pr_number = int(pr_match)
+                    if pr_number not in seen_prs:
+                        seen_prs.add(pr_number)
+                        prs.append(pr_number)
     return prs
 
 
@@ -2732,7 +2736,6 @@ def get_commented_out_prs_from_provider_changelogs() -> list[int]:
     Returns list of PRs that are commented out in the changelog.
     :return: list of PR numbers that appear only in comments in changelog.rst files in "providers" dir
     """
-    pr_matcher = re.compile(r".*\(#([0-9]+)\).*")
     commented_prs = set()
 
     # Get all provider distributions
@@ -2770,9 +2773,8 @@ def get_commented_out_prs_from_provider_changelogs() -> list[int]:
 
             # Extract PRs from excluded sections
             if in_excluded_section and line.strip().startswith("*"):
-                match_result = pr_matcher.search(line)
-                if match_result:
-                    commented_prs.add(int(match_result.group(1)))
+                for pr_match in PR_REFERENCE_PATTERN.findall(line):
+                    commented_prs.add(int(pr_match))
 
     return sorted(commented_prs)
 
diff --git a/dev/breeze/tests/test_release_management_commands.py b/dev/breeze/tests/test_release_management_commands.py
index 3e735222c22e3..6c16bfa1c83c5 100644
--- a/dev/breeze/tests/test_release_management_commands.py
+++ b/dev/breeze/tests/test_release_management_commands.py
@@ -26,7 +26,9 @@
     _ensure_default_python_for_reproducible_client,
     _is_initial_provider_release,
     _should_include_provider_in_issue,
+    get_commented_out_prs_from_provider_changelogs,
     get_package_version_possibly_from_stable_txt,
+    get_prs_for_package,
     get_prs_from_git_log_for_new_provider,
     get_suffix_from_package_in_dist,
     is_package_in_dist,
@@ -101,6 +103,73 @@ def test_get_prs_from_git_log_for_new_provider(monkeypatch):
     assert prs == [68400, 68345, 67999, 67080]
 
 
+def test_get_prs_for_package_extracts_multiple_prs_per_line(tmp_path: Path, monkeypatch):
+    changelog = tmp_path / "changelog.rst"
+    changelog.write_text(
+        "\n".join(
+            [
+                "1.15.0",
+                "......",
+                "",
+                "Features",
+                "~~~~~~~~",
+                "",
+                "* ``Add Kafka Event Producer publishing DagRun and TaskInstance state-change events (#68082, #70014)``",
+                "* ``Add Amazon MSK IAM (OAUTHBEARER) support to Apache Kafka provider (#69427)``",
+                "",
+                ".. Below changes are excluded from the changelog. Move them to",
+                "   appropriate section above if needed. Do not delete the lines(!):",
+                "   * ``Release prep commit (#99999)``",
+                "",
+                "1.14.0",
+                "......",
+            ]
+        )
+    )
+    monkeypatch.setattr(
+        "airflow_breeze.commands.release_management_commands.get_provider_details",
+        lambda provider_id: SimpleNamespace(changelog_path=changelog),
+    )
+
+    prs = get_prs_for_package("apache.kafka", current_release_version="1.15.0")
+
+    assert prs == [68082, 70014, 69427]
+
+
+def test_get_commented_out_prs_extracts_multiple_prs_per_line(tmp_path: Path, monkeypatch):
+    changelog = tmp_path / "changelog.rst"
+    changelog.write_text(
+        "\n".join(
+            [
+                "1.15.0",
+                "......",
+                "",
+                "Features",
+                "~~~~~~~~",
+                "",
+                "* ``Visible change (#11111)``",
+                "",
+                ".. Below changes are excluded from the changelog. Move them to",
+                "   appropriate section above if needed. Do not delete the lines(!):",
+                "   * ``Internal change (#22222, #33333)``",
+                "",
+            ]
+        )
+    )
+    monkeypatch.setattr(
+        "airflow_breeze.commands.release_management_commands.get_provider_distributions_metadata",
+        lambda: {"apache.kafka": {}},
+    )
+    monkeypatch.setattr(
+        "airflow_breeze.commands.release_management_commands.get_provider_details",
+        lambda provider_id: SimpleNamespace(changelog_path=changelog),
+    )
+
+    prs = get_commented_out_prs_from_provider_changelogs()
+
+    assert prs == [22222, 33333]
+
+
 @pytest.mark.parametrize(
     ("subject", "is_release_commit"),
     [