diff --git a/src/sentry/digests/backends/redis.py b/src/sentry/digests/backends/redis.py
index 04cb6169477404..2db5c24cd54b43 100644
--- a/src/sentry/digests/backends/redis.py
+++ b/src/sentry/digests/backends/redis.py
@@ -161,9 +161,7 @@ def schedule(
                     yield ScheduleEntry(key.decode("utf-8"), float(timestamp))
             except Exception as error:
                 logger.error(
-                    "Failed to perform scheduling for partition %r due to error: %r",
-                    host,
-                    error,
+                    f"Failed to perform scheduling for partition {host} due to error: {error}",
                     exc_info=True,
                 )
 
@@ -183,9 +181,7 @@ def maintenance(self, deadline: float, timestamp: Optional[float] = None) -> Non
                 self.__maintenance_partition(host, deadline, timestamp)
             except Exception as error:
                 logger.error(
-                    "Failed to perform maintenance on digest partition %r due to error: %r",
-                    host,
-                    error,
+                    f"Failed to perform maintenance on digest partition {host} due to error: {error}",
                     exc_info=True,
                 )
 
diff --git a/src/sentry/digests/notifications.py b/src/sentry/digests/notifications.py
index e69c027f78dfa7..1174866fe95d03 100644
--- a/src/sentry/digests/notifications.py
+++ b/src/sentry/digests/notifications.py
@@ -44,14 +44,13 @@ def split_key(key: str) -> Tuple["Project", "ActionTargetType", Optional[str]]:
 def unsplit_key(
     project: "Project", target_type: ActionTargetType, target_identifier: Optional[str]
 ) -> str:
-    return "mail:p:{}:{}:{}".format(
-        project.id, target_type.value, target_identifier if target_identifier is not None else ""
-    )
+    target_str = target_identifier if target_identifier is not None else ""
+    return f"mail:p:{project.id}:{target_type.value}:{target_str}"
 
 
 def event_to_record(event: Event, rules: Sequence[Rule]) -> Record:
     if not rules:
-        logger.warning("Creating record for %r that does not contain any rules!", event)
+        logger.warning(f"Creating record for {event} that does not contain any rules!")
 
     return Record(
         event.event_id,
@@ -174,7 +173,7 @@ def rewrite_record(
     if group is not None:
         event.group = group
     else:
-        logger.debug("%r could not be associated with a group.", record)
+        logger.debug(f"{record} could not be associated with a group.")
         return None
 
     return Record(
@@ -190,7 +189,7 @@ def group_records(
     group = record.value.event.group
     rules = record.value.rules
     if not rules:
-        logger.debug("%r has no associated rules, and will not be added to any groups.", record)
+        logger.debug(f"{record} has no associated rules, and will not be added to any groups.")
 
     for rule in rules:
         groups[rule][group].append(record)
diff --git a/src/sentry/digests/utilities.py b/src/sentry/digests/utilities.py
index e5ceaf1331fa0f..6bfb9b7900200d 100644
--- a/src/sentry/digests/utilities.py
+++ b/src/sentry/digests/utilities.py
@@ -123,7 +123,7 @@ def convert_actors_to_users(
         elif actor.type == User:
             events_by_user[actor.id].update(events)
         else:
-            raise ValueError("Unknown Actor type: %s" % actor.type)
+            raise ValueError(f"Unknown Actor type: {actor.type}")
     return events_by_user
 
 
diff --git a/src/sentry/integrations/bitbucket/integration.py b/src/sentry/integrations/bitbucket/integration.py
index 625b6add43b66c..9316ff76bbd1ff 100644
--- a/src/sentry/integrations/bitbucket/integration.py
+++ b/src/sentry/integrations/bitbucket/integration.py
@@ -96,8 +96,8 @@ def get_repositories(self, query=None):
                 for repo in resp.get("values", [])
             ]
 
-        exact_query = ('name="%s"' % (query)).encode("utf-8")
-        fuzzy_query = ('name~"%s"' % (query)).encode("utf-8")
+        exact_query = f'name="{query}"'.encode()
+        fuzzy_query = f'name~"{query}"'.encode()
         exact_search_resp = self.get_client().search_repositories(username, exact_query)
         fuzzy_search_resp = self.get_client().search_repositories(username, fuzzy_query)
 
diff --git a/src/sentry/integrations/bitbucket/search.py b/src/sentry/integrations/bitbucket/search.py
index 53e01fce25fcab..7443ae17a55242 100644
--- a/src/sentry/integrations/bitbucket/search.py
+++ b/src/sentry/integrations/bitbucket/search.py
@@ -32,7 +32,7 @@ def get(self, request, organization, integration_id):
             if not repo:
                 return Response({"detail": "repo is a required parameter"}, status=400)
 
-            full_query = ('title~"%s"' % (query)).encode("utf-8")
+            full_query = f'title~"{query}"'.encode()
             try:
                 resp = installation.get_client().search_issues(repo, full_query)
             except ApiError as e:
diff --git a/src/sentry/integrations/bitbucket_server/client.py b/src/sentry/integrations/bitbucket_server/client.py
index 132d3ea21770e5..1de5490c8b3bb4 100644
--- a/src/sentry/integrations/bitbucket_server/client.py
+++ b/src/sentry/integrations/bitbucket_server/client.py
@@ -207,13 +207,12 @@ def _get_values(self, uri, params, max_pages=1000000):
             new_params = dict.copy(params)
             new_params["start"] = start
             logger.debug(
-                "Loading values for paginated uri starting from %s",
-                start,
+                f"Loading values for paginated uri starting from {start}",
                 extra={"uri": uri, "params": new_params},
             )
             data = self.get(uri, auth=self.get_auth(), params=new_params)
             logger.debug(
-                "%s values loaded", len(data["values"]), extra={"uri": uri, "params": new_params}
+                f'{len(data["values"])} values loaded', extra={"uri": uri, "params": new_params}
             )
 
             values += data["values"]
diff --git a/src/sentry/integrations/gitlab/integration.py b/src/sentry/integrations/gitlab/integration.py
index 6a855ed8dcbedb..3aa6464b4b4778 100644
--- a/src/sentry/integrations/gitlab/integration.py
+++ b/src/sentry/integrations/gitlab/integration.py
@@ -248,8 +248,7 @@ def dispatch(self, request, pipeline):
         return render_to_response(
             template="sentry/integrations/gitlab-config.html",
             context={
-                "next_url": "%s%s"
-                % (absolute_uri("extensions/gitlab/setup/"), "?completed_installation_guide"),
+                "next_url": f'{absolute_uri("extensions/gitlab/setup/")}?completed_installation_guide',
                 "setup_values": [
                     {"label": "Name", "value": "Sentry"},
                     {"label": "Redirect URI", "value": absolute_uri("/extensions/gitlab/setup/")},
diff --git a/src/sentry/integrations/jira/client.py b/src/sentry/integrations/jira/client.py
index de02e9d107049f..c274f4b9763194 100644
--- a/src/sentry/integrations/jira/client.py
+++ b/src/sentry/integrations/jira/client.py
@@ -135,11 +135,12 @@ def get_issue(self, issue_id):
         return self.get(self.ISSUE_URL % (issue_id,))
 
     def search_issues(self, query):
+        q = query.replace('"', '\\"')
         # check if it looks like an issue id
         if ISSUE_KEY_RE.match(query):
-            jql = 'id="%s"' % query.replace('"', '\\"')
+            jql = f'id="{q}"'
         else:
-            jql = 'text ~ "%s"' % query.replace('"', '\\"')
+            jql = f'text ~ "{q}"'
         return self.get(self.SEARCH_URL, params={"jql": jql})
 
     def create_comment(self, issue_key, comment):
diff --git a/src/sentry/integrations/pagerduty/integration.py b/src/sentry/integrations/pagerduty/integration.py
index afa947a74bdcd3..ee50b71d09176f 100644
--- a/src/sentry/integrations/pagerduty/integration.py
+++ b/src/sentry/integrations/pagerduty/integration.py
@@ -176,10 +176,7 @@ def get_app_url(self, account_name=None):
         app_id = options.get("pagerduty.app-id")
         setup_url = absolute_uri("/extensions/pagerduty/setup/")
 
-        return (
-            "https://%s.pagerduty.com/install/integration?app_id=%s&redirect_url=%s&version=2"
-            % (account_name, app_id, setup_url)
-        )
+        return f"https://{account_name}.pagerduty.com/install/integration?app_id={app_id}&redirect_url={setup_url}&version=2"
 
     def dispatch(self, request, pipeline):
         if "config" in request.GET:
diff --git a/src/sentry/integrations/slack/unfurl/discover.py b/src/sentry/integrations/slack/unfurl/discover.py
index 80d42642a61dad..ea57e954d005dd 100644
--- a/src/sentry/integrations/slack/unfurl/discover.py
+++ b/src/sentry/integrations/slack/unfurl/discover.py
@@ -119,8 +119,7 @@ def unfurl_discover(
 
             except Exception as exc:
                 logger.error(
-                    "Failed to load saved query for unfurl: %s",
-                    str(exc),
+                    f"Failed to load saved query for unfurl: {exc}",
                     exc_info=True,
                 )
             else:
@@ -210,8 +209,7 @@ def unfurl_discover(
             url = generate_chart(style, chart_data)
         except RuntimeError as exc:
             logger.error(
-                "Failed to generate chart for discover unfurl: %s",
-                str(exc),
+                f"Failed to generate chart for discover unfurl: {exc}",
                 exc_info=True,
             )
             continue
diff --git a/src/sentry/integrations/vercel/integration.py b/src/sentry/integrations/vercel/integration.py
index a52be85cc7aa52..32ac132f6be7ce 100644
--- a/src/sentry/integrations/vercel/integration.py
+++ b/src/sentry/integrations/vercel/integration.py
@@ -94,10 +94,8 @@ def metadata(self):
 
     def get_dynamic_display_information(self):
         organization = Organization.objects.get_from_cache(id=self.organization_id)
-        source_code_link = absolute_uri(
-            "/settings/%s/integrations/?%s"
-            % (organization.slug, urlencode({"category": "source code management"}))
-        )
+        qs = urlencode({"category": "source code management"})
+        source_code_link = absolute_uri(f"/settings/{organization.slug}/integrations/?{qs}")
         add_project_link = absolute_uri(f"/organizations/{organization.slug}/projects/new/")
         return {
             "configure_integration": {
diff --git a/src/sentry/integrations/vsts/search.py b/src/sentry/integrations/vsts/search.py
index 82587eb398711f..9d82d3733784ab 100644
--- a/src/sentry/integrations/vsts/search.py
+++ b/src/sentry/integrations/vsts/search.py
@@ -31,8 +31,7 @@ def get(self, request: Request, organization: Organization, integration_id: int)
             return Response(
                 [
                     {
-                        "label": "(%s) %s"
-                        % (i["fields"]["system.id"], i["fields"]["system.title"]),
+                        "label": f'({i["fields"]["system.id"]}) {i["fields"]["system.title"]}',
                         "value": i["fields"]["system.id"],
                     }
                     for i in resp.get("results", [])
diff --git a/src/sentry/tasks/digests.py b/src/sentry/tasks/digests.py
index 35a3271121ef3f..90e8bab7717304 100644
--- a/src/sentry/tasks/digests.py
+++ b/src/sentry/tasks/digests.py
@@ -40,7 +40,7 @@ def deliver_digest(key, schedule_timestamp=None):
     try:
         project, target_type, target_identifier = split_key(key)
     except Project.DoesNotExist as error:
-        logger.info("Cannot deliver digest %r due to error: %s", key, error)
+        logger.info(f"Cannot deliver digest {key} due to error: {error}")
         digests.delete(key)
         return
 
@@ -53,7 +53,7 @@ def deliver_digest(key, schedule_timestamp=None):
             with digests.digest(key, minimum_delay=minimum_delay) as records:
                 digest, logs = build_digest(project, records)
         except InvalidState as error:
-            logger.info("Skipped digest delivery: %s", error, exc_info=True)
+            logger.info(f"Skipped digest delivery: {error}", exc_info=True)
             return
 
         if digest: