diff --git a/cosmos/cache.py b/cosmos/cache.py
index 2d3cb43c96..8feb958b3a 100644
--- a/cosmos/cache.py
+++ b/cosmos/cache.py
@@ -236,7 +236,7 @@ def patch_partial_parse_content(partial_parse_filepath: Path, project_path: Path
             # it may be due a race condition of multiple processes trying to read/write this file
             data = msgpack.unpack(f)
     except ValueError as e:
-        logger.info("Unable to patch the partial_parse.msgpack file due to %s" % repr(e))
+        logger.info("Unable to patch the partial_parse.msgpack file due to %r", e)
     else:
         for node in data["nodes"].values():
             expected_filepath = node.get("root_path")
diff --git a/cosmos/dbt/parser/output.py b/cosmos/dbt/parser/output.py
index 8512c79aef..03f8b2d31a 100644
--- a/cosmos/dbt/parser/output.py
+++ b/cosmos/dbt/parser/output.py
@@ -40,7 +40,8 @@ def parse_number_of_warnings_subprocess(result: FullOutputSubprocessResult) -> i
             num = int(output.split(f"{DBT_WARN_MSG}=")[1].split()[0])
         except ValueError:
             logger.error(
-                f"Could not parse number of {DBT_WARN_MSG}s. Check your dbt/airflow version or if --quiet is not being used"
+                "Could not parse number of %ss. Check your dbt/airflow version or if --quiet is not being used",
+                DBT_WARN_MSG,
             )
     return num
 
diff --git a/cosmos/operators/aws_ecs.py b/cosmos/operators/aws_ecs.py
index 4dfafef5b7..55b5349b4f 100644
--- a/cosmos/operators/aws_ecs.py
+++ b/cosmos/operators/aws_ecs.py
@@ -125,7 +125,7 @@ def build_and_run_cmd(
     ) -> Any:
         self.invoke_interceptors(context)
         self.build_command(context, cmd_flags)
-        self.log.info(f"Running command: {self.command}")
+        self.log.info("Running command: %s", self.command)
 
         result = EcsRunTaskOperator.execute(self, context)
 
diff --git a/cosmos/operators/azure_container_instance.py b/cosmos/operators/azure_container_instance.py
index 614e1f224d..13791975cf 100644
--- a/cosmos/operators/azure_container_instance.py
+++ b/cosmos/operators/azure_container_instance.py
@@ -115,7 +115,7 @@ def build_and_run_cmd(
     ) -> Any:
         self.invoke_interceptors(context)
         self.build_command(context, cmd_flags)
-        self.log.info(f"Running command: {self.command}")
+        self.log.info("Running command: %s", self.command)
         result = AzureContainerInstancesOperator.execute(self, context)
         self.log.info(result)
 
diff --git a/cosmos/operators/docker.py b/cosmos/operators/docker.py
index 1c16aeb3b1..47549328df 100644
--- a/cosmos/operators/docker.py
+++ b/cosmos/operators/docker.py
@@ -106,7 +106,7 @@ def build_and_run_cmd(
     ) -> Any:
         self.invoke_interceptors(context)
         self.build_command(context, cmd_flags)
-        self.log.info(f"Running command: {self.command}")
+        self.log.info("Running command: %s", self.command)
         result = DockerOperator.execute(self, context)
         self.log.info(result)
 
diff --git a/cosmos/operators/gcp_cloud_run_job.py b/cosmos/operators/gcp_cloud_run_job.py
index a1c60bbce9..0959e2c63b 100644
--- a/cosmos/operators/gcp_cloud_run_job.py
+++ b/cosmos/operators/gcp_cloud_run_job.py
@@ -127,7 +127,7 @@ def build_and_run_cmd(
     ) -> Any:
         self.invoke_interceptors(context)
         self.build_command(context, cmd_flags)
-        self.log.info(f"Running command: {self.command}")
+        self.log.info("Running command: %s", self.command)
         result = CloudRunExecuteJobOperator.execute(self, context)
         logger.info(result)
 
diff --git a/cosmos/operators/kubernetes.py b/cosmos/operators/kubernetes.py
index c8a043c8cb..3fd2a9d717 100644
--- a/cosmos/operators/kubernetes.py
+++ b/cosmos/operators/kubernetes.py
@@ -134,7 +134,7 @@ def build_and_run_cmd(
     ) -> Any:
         self.invoke_interceptors(context)
         self.build_kube_args(context, cmd_flags)
-        self.log.info(f"Running command: {self.arguments}")
+        self.log.info("Running command: %s", self.arguments)
         result = KubernetesPodOperator.execute(self, context)
         self.log.info(result)
 
diff --git a/cosmos/operators/virtualenv.py b/cosmos/operators/virtualenv.py
index 6198d3cde5..e34b187ef1 100644
--- a/cosmos/operators/virtualenv.py
+++ b/cosmos/operators/virtualenv.py
@@ -99,7 +99,7 @@ def run_subprocess(
         self, command: list[str], env: dict[str, str], cwd: str, **kwargs: Any
     ) -> FullOutputSubprocessResult:
         if self._py_bin is not None:
-            self.log.info(f"Using Python binary from virtualenv: {self._py_bin}")
+            self.log.info("Using Python binary from virtualenv: %s", self._py_bin)
             command[0] = str(Path(self._py_bin).parent / "dbt")
         return super().run_subprocess(command, env, cwd, **kwargs)
 
@@ -128,7 +128,7 @@ def run_command(
                 )
 
         try:
-            self.log.info(f"Checking if the virtualenv lock {str(self._lock_file)} exists")
+            self.log.info("Checking if the virtualenv lock %s exists", self._lock_file)
             while not self._is_lock_available() and self.max_retries_lock:
                 logger.info("Waiting for virtualenv lock to be released")
                 time.sleep(1)
@@ -154,7 +154,7 @@ def clean_dir_if_temporary(self) -> None:
         Delete the virtualenv directory if it is temporary.
         """
         if self.is_virtualenv_dir_temporary and self.virtualenv_dir and self.virtualenv_dir.exists():
-            self.log.info(f"Deleting the Python virtualenv {self.virtualenv_dir}")
+            self.log.info("Deleting the Python virtualenv %s", self.virtualenv_dir)
             shutil.rmtree(str(self.virtualenv_dir), ignore_errors=True)
 
     def execute(self, context: Context, **kwargs: Any) -> None:
@@ -168,7 +168,7 @@ def on_kill(self) -> None:
         self.clean_dir_if_temporary()
 
     def _prepare_virtualenv(self) -> Any:
-        self.log.info(f"Creating or updating the virtualenv at `{self.virtualenv_dir}")
+        self.log.info("Creating or updating the virtualenv at `%s`", self.virtualenv_dir)
         py_bin = prepare_virtualenv(
             venv_directory=str(self.virtualenv_dir),
             python_bin=PY_INTERPRETER,
@@ -193,12 +193,12 @@ def _is_lock_available(self) -> bool:
         if self._lock_file.is_file():
             with open(self._lock_file) as lf:
                 pid = int(lf.read())
-                self.log.info(f"Checking for running process with PID {pid}")
+                self.log.info("Checking for running process with PID %s", pid)
                 try:
                     _process_running = psutil.Process(pid).is_running()
-                    self.log.info(f"Process {pid} running: {_process_running} and has the lock {self._lock_file}.")
+                    self.log.info("Process %s running: %s and has the lock %s.", pid, _process_running, self._lock_file)
                 except psutil.NoSuchProcess:
-                    self.log.info(f"Process {pid} is not running. Lock {self._lock_file} was outdated.")
+                    self.log.info("Process %s is not running. Lock %s was outdated.", pid, self._lock_file)
                     is_available = True
                 else:
                     is_available = not _process_running
diff --git a/cosmos/plugin/airflow3.py b/cosmos/plugin/airflow3.py
index 9678b1d6b0..909da3bba8 100644
--- a/cosmos/plugin/airflow3.py
+++ b/cosmos/plugin/airflow3.py
@@ -196,7 +196,10 @@ def dbt_docs_index(slug_alias: str = slug) -> Response:  # type: ignore[no-redef
                 )
             except (OSError, ValueError, RuntimeError, TimeoutError, PermissionError):
                 logger.exception(
-                    f"Cosmos dbt docs error: index read failed for slug={slug_alias}, path={op.join(docs_dir_local, index_local)}, conn_id={conn_id_local}"
+                    "Cosmos dbt docs error: index read failed for slug=%s, path=%s, conn_id=%s",
+                    slug_alias,
+                    op.join(docs_dir_local, index_local),
+                    conn_id_local,
                 )
                 return HTMLResponse(
                     content=(
@@ -229,7 +232,11 @@ def manifest(slug_alias: str = slug) -> Response:  # type: ignore[no-redef]
                 )
             except (OSError, ValueError, RuntimeError, TimeoutError, PermissionError) as e:
                 logger.exception(
-                    f"Error reading manifest for slug '{slug_alias}', path '{op.join(docs_dir_local, 'manifest.json')}', conn_id '{conn_id_local}': {e}"
+                    "Error reading manifest for slug '%s', path '%s', conn_id '%s': %s",
+                    slug_alias,
+                    op.join(docs_dir_local, "manifest.json"),
+                    conn_id_local,
+                    e,
                 )
                 return JSONResponse(
                     content={
@@ -263,7 +270,11 @@ def catalog(slug_alias: str = slug) -> Response:  # type: ignore[no-redef]
                 )
             except (OSError, ValueError, RuntimeError, TimeoutError, PermissionError) as e:
                 logger.exception(
-                    f"Error reading catalog for slug '{slug_alias}', path '{op.join(docs_dir_local, 'catalog.json')}', conn_id '{conn_id_local}': {e}"
+                    "Error reading catalog for slug '%s', path '%s', conn_id '%s': %s",
+                    slug_alias,
+                    op.join(docs_dir_local, "catalog.json"),
+                    conn_id_local,
+                    e,
                 )
                 return JSONResponse(
                     content={