diff --git a/mypy.ini b/mypy.ini
index 2dbf2be..8c461e4 100644
--- a/mypy.ini
+++ b/mypy.ini
@@ -1,4 +1,6 @@
 [mypy]
 ignore_missing_imports = True
 disallow_subclassing_any = False
+# Tracing decorators and hookspecs are untyped, this should be removed once the typing has been added
+disallow_untyped_decorators = False
 strict = True
diff --git a/pyproject.toml b/pyproject.toml
index c68bfe0..a47f898 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,11 @@ dependencies = [
     "marshmallow",
     "pyOpenSSL",
     "typing_extensions",
-    "ansible-core"
+    "ansible-core",
+    "pubtools>=1.4.0",
+    "opentelemetry-api==1.20.0",
+    "opentelemetry-sdk==1.20.0",
+    "opentelemetry-exporter-otlp==1.20.0"
 ]
 
 [tool.setuptools.packages.find]
diff --git a/src/pubtools/sign/clients/msg_recv_client.py b/src/pubtools/sign/clients/msg_recv_client.py
index 4b428cc..f1e7670 100644
--- a/src/pubtools/sign/clients/msg_recv_client.py
+++ b/src/pubtools/sign/clients/msg_recv_client.py
@@ -11,7 +11,9 @@
 import proton.utils
 from proton.reactor import Container
 
+from pubtools.tracing import get_trace_wrapper
 
+tw = get_trace_wrapper()
 LOG = logging.getLogger("pubtools.sign.client.msg_recv_client")
 
 
@@ -51,6 +53,7 @@ def on_start(self, event: proton.Event) -> None:
         self.receiver = event.container.create_receiver(self.conn, self.topic)
         self.timer_task = event.container.schedule(self.timeout, self)
 
+    @tw.instrument_func()
     def on_message(self, event: proton.Event) -> None:
         LOG.debug("RECEIVER: On message (%s)", event)
         outer_message = json.loads(event.message.body)
diff --git a/src/pubtools/sign/clients/msg_send_client.py b/src/pubtools/sign/clients/msg_send_client.py
index 136a9cb..f16e89e 100644
--- a/src/pubtools/sign/clients/msg_send_client.py
+++ b/src/pubtools/sign/clients/msg_send_client.py
@@ -10,6 +10,12 @@
 import proton.utils
 from proton.reactor import Container
 
+from pubtools.tracing import get_trace_wrapper
+
+from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator
+
+tw = get_trace_wrapper()
+propagator = TraceContextTextMapPropagator()
 LOG = logging.getLogger("pubtools.sign.signers.radas")
 
 
@@ -41,10 +47,13 @@ def on_start(self, event: proton.Event) -> None:
         )
         self.sender = event.container.create_sender(conn)
 
+    @tw.instrument_func()
     def on_sendable(self, event: proton.Event) -> None:
         LOG.debug("Sender on_sendable")
         if self.sent < self.total:
             message = self.messages[self.sent]
+            # Inject trace context to message properties
+            propagator.inject(carrier=message.headers)
             LOG.debug("Sending message: %s %s %s", message.body, message.address, message.headers)
             event.sender.send(
                 proton.Message(
diff --git a/src/pubtools/sign/utils.py b/src/pubtools/sign/utils.py
index 839e376..da63bb3 100644
--- a/src/pubtools/sign/utils.py
+++ b/src/pubtools/sign/utils.py
@@ -6,6 +6,10 @@
 
 from .conf.conf import CONFIG_PATHS
 
+from pubtools.tracing import get_trace_wrapper
+
+tw = get_trace_wrapper()
+
 
 def set_log_level(logger: logging.Logger, level: str) -> None:
     """Set log level for provided logger.
@@ -42,6 +46,7 @@ def isodate_now() -> str:
     return datetime.datetime.utcnow().isoformat() + "Z"
 
 
+@tw.instrument_func(args_to_attr=True)
 def run_command(cmd: List[str], env: Union[Dict[str, Any], None] = None) -> Any:
     """Run external command and return Process instance."""
     process = subprocess.Popen(