diff --git a/tensorboard/manager.py b/tensorboard/manager.py
index 525b91cf85..38d4145e37 100644
--- a/tensorboard/manager.py
+++ b/tensorboard/manager.py
@@ -239,6 +239,8 @@ def _get_info_dir():
       pass
     else:
       raise
+  else:
+    os.chmod(path, 0o777)
   return path
 
 
diff --git a/tensorboard/manager_test.py b/tensorboard/manager_test.py
index 7d2fc5cfea..ada20691c2 100644
--- a/tensorboard/manager_test.py
+++ b/tensorboard/manager_test.py
@@ -268,6 +268,24 @@ def setUp(self):
   def _list_info_dir(self):
     return os.listdir(self.info_dir)
 
+  def assertMode(self, path, expected):
+    """Assert that the permission bits of a file are as expected.
+
+    Args:
+      path: File to stat.
+      expected: `int`; a subset of 0o777.
+
+    Raises:
+      AssertionError: If the permissions bits of `path` do not match
+        `expected`.
+    """
+    stat_result = os.stat(path)
+    format_mode = lambda m: "0o%03o" % m
+    self.assertEqual(
+        format_mode(stat_result.st_mode & 0o777),
+        format_mode(expected),
+    )
+
   def test_fails_if_info_dir_name_is_taken_by_a_regular_file(self):
     os.rmdir(self.info_dir)
     with open(self.info_dir, "w") as outfile:
@@ -276,6 +294,43 @@ def test_fails_if_info_dir_name_is_taken_by_a_regular_file(self):
       manager._get_info_dir()
     self.assertEqual(cm.exception.errno, errno.EEXIST, cm.exception)
 
+  @mock.patch("os.getpid", lambda: 76540)
+  def test_directory_world_accessible(self):
+    """Test that the TensorBoardInfo directory is world-accessible.
+
+    Regression test for issue #2010:
+    <https://github.com/tensorflow/tensorboard/issues/2010>
+    """
+    if os.name == "nt":
+      self.skipTest("Windows does not use POSIX-style permissions.")
+    os.rmdir(self.info_dir)
+    # The default umask is typically 0o022, in which case this test is
+    # nontrivial. In the unlikely case that the umask is 0o000, we'll
+    # still be covered by the "restrictive umask" test case below.
+    manager.write_info_file(_make_info())
+    self.assertMode(self.info_dir, 0o777)
+    self.assertEqual(self._list_info_dir(), ["pid-76540.info"])
+
+  @mock.patch("os.getpid", lambda: 76540)
+  def test_writing_file_with_restrictive_umask(self):
+    if os.name == "nt":
+      self.skipTest("Windows does not use POSIX-style permissions.")
+    os.rmdir(self.info_dir)
+    # Even if umask prevents owner-access, our I/O should still work.
+    old_umask = os.umask(0o777)
+    try:
+      # Sanity-check that, without special accommodation, this would
+      # create inaccessible directories...
+      sanity_dir = os.path.join(self.get_temp_dir(), "canary")
+      os.mkdir(sanity_dir)
+      self.assertMode(sanity_dir, 0o000)
+
+      manager.write_info_file(_make_info())
+      self.assertMode(self.info_dir, 0o777)
+      self.assertEqual(self._list_info_dir(), ["pid-76540.info"])
+    finally:
+      self.assertEqual(oct(os.umask(old_umask)), oct(0o777))
+
   @mock.patch("os.getpid", lambda: 76540)
   def test_write_remove_info_file(self):
     info = _make_info()