diff --git a/nixos/lib/test-driver/src/test_driver/machine/__init__.py b/nixos/lib/test-driver/src/test_driver/machine/__init__.py
index 926b743b17b2..71e14a87eb36 100644
--- a/nixos/lib/test-driver/src/test_driver/machine/__init__.py
+++ b/nixos/lib/test-driver/src/test_driver/machine/__init__.py
@@ -292,12 +292,18 @@ class Machine:
         return self.booted and self.connected
 
     def log(self, msg: str) -> None:
+        """
+        Log a message to console.
+        """
         self.logger.log(msg, {"machine": self.name})
 
     def log_serial(self, msg: str) -> None:
         self.logger.log_serial(msg, self.name)
 
     def nested(self, msg: str, attrs: dict[str, str] = {}) -> _GeneratorContextManager:
+        """
+        Get nested logger, optionally with extra attributes.
+        """
         my_attrs = {"machine": self.name}
         my_attrs.update(attrs)
         return self.logger.nested(msg, my_attrs)
@@ -357,6 +363,9 @@ class Machine:
             retry(check_active, timeout)
 
     def get_unit_info(self, unit: str, user: str | None = None) -> dict[str, str]:
+        """
+        Get a dictionary of systemd unit properties, as obtained via `systemctl show`.
+        """
         status, lines = self.systemctl(f'--no-pager show "{unit}"', user)
         if status != 0:
             raise RequestedAssertionFailed(
@@ -384,6 +393,9 @@ class Machine:
         property: str,
         user: str | None = None,
     ) -> str:
+        """
+        Get the string value of a single systemd unit property
+        """
         status, lines = self.systemctl(
             f'--no-pager show "{unit}" --property="{property}"',
             user,
@@ -431,6 +443,9 @@ class Machine:
         return self.execute(f"systemctl {q}")
 
     def require_unit_state(self, unit: str, require_state: str = "active") -> None:
+        """
+        Assert that the current state of a unit has a specific value. The default state is "active".
+        """
         with self.nested(
             f"checking if unit '{unit}' has reached state '{require_state}'"
         ):
@@ -648,6 +663,10 @@ class Machine:
             return output
 
     def wait_for_shutdown(self) -> None:
+        """
+        Wait for the VM to power off. This does *not* initiate a shutdown;
+        that's usually done via `shutdown()`.
+        """
         if not self.booted:
             return
 
@@ -687,6 +706,9 @@ class Machine:
                 raise TimeoutError
 
     def get_tty_text(self, tty: str) -> str:
+        """
+        Get the output printed to a given TTY.
+        """
         status, output = self.execute(
             f"fold -w$(stty -F /dev/tty{tty} size | awk '{{print $2}}') /dev/vcs{tty}"
         )
@@ -785,12 +807,22 @@ class Machine:
             retry(port_is_closed, timeout)
 
     def start_job(self, jobname: str, user: str | None = None) -> tuple[int, str]:
+        """
+        Start systemd service.
+        """
         return self.systemctl(f"start {jobname}", user)
 
     def stop_job(self, jobname: str, user: str | None = None) -> tuple[int, str]:
+        """
+        Stop systemd service.
+        """
         return self.systemctl(f"stop {jobname}", user)
 
     def connect(self) -> None:
+        """
+        Wait for a connection to the guest root shell
+        """
+
         def shell_ready(timeout_secs: int) -> bool:
             """We sent some data from the backdoor service running on the guest
             to indicate that the backdoor shell is ready.