diff --git a/src/main/java/com/googlesource/gerrit/plugins/replication/Destination.java b/src/main/java/com/googlesource/gerrit/plugins/replication/Destination.java
index 36960a1..2c6bc5e 100644
--- a/src/main/java/com/googlesource/gerrit/plugins/replication/Destination.java
+++ b/src/main/java/com/googlesource/gerrit/plugins/replication/Destination.java
@@ -52,6 +52,7 @@
 import com.google.gerrit.server.project.ProjectCache;
 import com.google.gerrit.server.project.ProjectState;
 import com.google.gerrit.server.util.RequestContext;
+import com.google.gerrit.util.logging.NamedFluentLogger;
 import com.google.inject.Inject;
 import com.google.inject.Injector;
 import com.google.inject.Provider;
@@ -81,10 +82,9 @@
 import org.eclipse.jgit.transport.RemoteConfig;
 import org.eclipse.jgit.transport.RemoteRefUpdate;
 import org.eclipse.jgit.transport.URIish;
-import org.slf4j.Logger;
 
 public class Destination {
-  private static final Logger repLog = ReplicationQueue.repLog;
+  private static final NamedFluentLogger repLog = ReplicationQueue.repLog;
 
   public interface Factory {
     Destination create(DestinationConfiguration config);
@@ -152,7 +152,7 @@
           builder.add(g.getUUID());
           addRecursiveParents(g.getUUID(), builder, groupIncludeCache);
         } else {
-          repLog.warn("Group \"{}\" not recognized, removing from authGroup", name);
+          repLog.atWarning().log("Group \"%s\" not recognized, removing from authGroup", name);
         }
       }
       remoteUser = new RemoteSiteUser(new ListGroupMembership(builder.build()));
@@ -229,7 +229,7 @@
   public int shutdown() {
     int cnt = 0;
     if (pool != null) {
-      repLog.warn("Cancelling replication events");
+      repLog.atWarning().log("Cancelling replication events");
 
       foreachPushOp(
           pending,
@@ -361,7 +361,7 @@
 
   void schedule(
       Project.NameKey project, String ref, URIish uri, ReplicationState state, boolean now) {
-    repLog.info("scheduling replication {}:{} => {}", project, ref, uri);
+    repLog.atInfo().log("scheduling replication %s:%s => %s", project, ref, uri);
     if (!shouldReplicate(project, ref, state)) {
       return;
     }
@@ -406,7 +406,8 @@
         task.addState(ref, state);
       }
       state.increasePushTaskCount(project.get(), ref);
-      repLog.info("scheduled {}:{} => {} to run after {}s", project, ref, task, config.getDelay());
+      repLog.atInfo().log(
+          "scheduled %s:%s => %s to run after %ds", project, ref, task, config.getDelay());
     }
   }
 
@@ -642,7 +643,8 @@
         } else if (remoteNameStyle.equals("basenameOnly")) {
           name = FilenameUtils.getBaseName(name);
         } else if (!remoteNameStyle.equals("slash")) {
-          repLog.debug("Unknown remoteNameStyle: {}, falling back to slash", remoteNameStyle);
+          repLog.atFine().log(
+              "Unknown remoteNameStyle: %s, falling back to slash", remoteNameStyle);
         }
         String replacedPath =
             ReplicationQueue.replaceName(uri.getPath(), name, isSingleProjectMatch());
@@ -731,7 +733,7 @@
       try {
         eventDispatcher.get().postEvent(new Branch.NameKey(project, ref), event);
       } catch (PermissionBackendException e) {
-        repLog.error("error posting event", e);
+        repLog.atSevere().withCause(e).log("error posting event");
       }
     }
   }
@@ -745,7 +747,7 @@
       try {
         eventDispatcher.get().postEvent(new Branch.NameKey(project, ref), event);
       } catch (PermissionBackendException e) {
-        repLog.error("error posting event", e);
+        repLog.atSevere().withCause(e).log("error posting event");
       }
     }
   }
diff --git a/src/main/java/com/googlesource/gerrit/plugins/replication/LocalFS.java b/src/main/java/com/googlesource/gerrit/plugins/replication/LocalFS.java
index aa6e16c..8efe4bc 100644
--- a/src/main/java/com/googlesource/gerrit/plugins/replication/LocalFS.java
+++ b/src/main/java/com/googlesource/gerrit/plugins/replication/LocalFS.java
@@ -43,9 +43,9 @@
         u.disableRefLog();
         u.link(head);
       }
-      repLog.info("Created local repository: {}", uri);
+      repLog.atInfo().log("Created local repository: %s", uri);
     } catch (IOException e) {
-      repLog.error("Error creating local repository {}", uri.getPath(), e);
+      repLog.atSevere().withCause(e).log("Error creating local repository %s", uri.getPath());
       return false;
     }
     return true;
@@ -55,9 +55,9 @@
   public boolean deleteProject(Project.NameKey project) {
     try {
       recursivelyDelete(new File(uri.getPath()));
-      repLog.info("Deleted local repository: {}", uri);
+      repLog.atInfo().log("Deleted local repository: %s", uri);
     } catch (IOException e) {
-      repLog.error("Error deleting local repository {}:\n", uri.getPath(), e);
+      repLog.atSevere().withCause(e).log("Error deleting local repository %s:\n", uri.getPath());
       return false;
     }
     return true;
@@ -71,7 +71,8 @@
         u.link(newHead);
       }
     } catch (IOException e) {
-      repLog.error("Failed to update HEAD of repository {} to {}", uri.getPath(), newHead, e);
+      repLog.atSevere().withCause(e).log(
+          "Failed to update HEAD of repository %s to %s", uri.getPath(), newHead);
       return false;
     }
     return true;
diff --git a/src/main/java/com/googlesource/gerrit/plugins/replication/PushOne.java b/src/main/java/com/googlesource/gerrit/plugins/replication/PushOne.java
index 5794f6e..1838e5c 100644
--- a/src/main/java/com/googlesource/gerrit/plugins/replication/PushOne.java
+++ b/src/main/java/com/googlesource/gerrit/plugins/replication/PushOne.java
@@ -161,17 +161,16 @@
 
   @Override
   public void cancel() {
-    repLog.info("Replication [{}] to {} was canceled", HexFormat.fromInt(id), getURI());
+    repLog.atInfo().log("Replication [%s] to %s was canceled", HexFormat.fromInt(id), getURI());
     canceledByReplication();
     pool.pushWasCanceled(this);
   }
 
   @Override
   public void setCanceledWhileRunning() {
-    repLog.info(
-        "Replication [{}] to {} was canceled while being executed",
-        HexFormat.fromInt(id),
-        getURI());
+    repLog.atInfo().log(
+        "Replication [%s] to %s was canceled while being executed",
+        HexFormat.fromInt(id), getURI());
     canceledWhileRunning.set(true);
   }
 
@@ -226,10 +225,10 @@
     if (ALL_REFS.equals(ref)) {
       delta.clear();
       pushAllRefs = true;
-      repLog.trace("Added all refs for replication to {}", uri);
+      repLog.atFinest().log("Added all refs for replication to %s", uri);
     } else if (!pushAllRefs) {
       delta.add(ref);
-      repLog.trace("Added ref {} for replication to {}", ref, uri);
+      repLog.atFinest().log("Added ref %s for replication to %s", ref, uri);
     }
   }
 
@@ -317,18 +316,18 @@
     RunwayStatus status = pool.requestRunway(this);
     if (!status.isAllowed()) {
       if (status.isCanceled()) {
-        repLog.info("PushOp for replication to {} was canceled and thus won't be rescheduled", uri);
+        repLog.atInfo().log(
+            "PushOp for replication to %s was canceled and thus won't be rescheduled", uri);
       } else {
-        repLog.info(
-            "Rescheduling replication to {} to avoid collision with the in-flight push [{}].",
-            uri,
-            HexFormat.fromInt(status.getInFlightPushId()));
+        repLog.atInfo().log(
+            "Rescheduling replication to %s to avoid collision with the in-flight push [%s].",
+            uri, HexFormat.fromInt(status.getInFlightPushId()));
         pool.reschedule(this, Destination.RetryReason.COLLISION);
       }
       return;
     }
 
-    repLog.info("Replication to {} started...", uri);
+    repLog.atInfo().log("Replication to %s started...", uri);
     Timer1.Context context = metrics.start(config.getName());
     try {
       long startedAt = context.getStartTime();
@@ -337,12 +336,9 @@
       git = gitManager.openRepository(projectName);
       runImpl();
       long elapsed = NANOSECONDS.toMillis(context.stop());
-      repLog.info(
-          "Replication to {} completed in {}ms, {}ms delay, {} retries",
-          uri,
-          elapsed,
-          delay,
-          retryCount);
+      repLog.atInfo().log(
+          "Replication to %s completed in %dms, %dms delay, %d retries",
+          uri, elapsed, delay, retryCount);
     } catch (RepositoryNotFoundException e) {
       stateLog.error(
           "Cannot replicate " + projectName + "; Local repository error: " + e.getMessage(),
@@ -359,7 +355,7 @@
           || msg.contains("unavailable")) {
         createRepository();
       } else {
-        repLog.error("Cannot replicate {}; Remote repository error: {}", projectName, msg);
+        repLog.atSevere().log("Cannot replicate %s; Remote repository error: %s", projectName, msg);
       }
 
     } catch (NoRemoteRepositoryException e) {
@@ -369,12 +365,12 @@
     } catch (TransportException e) {
       Throwable cause = e.getCause();
       if (cause instanceof JSchException && cause.getMessage().startsWith("UnknownHostKey:")) {
-        repLog.error("Cannot replicate to {}: {}", uri, cause.getMessage());
+        repLog.atSevere().log("Cannot replicate to %s: %s", uri, cause.getMessage());
       } else if (e instanceof LockFailureException) {
         lockRetryCount++;
         // The LockFailureException message contains both URI and reason
         // for this failure.
-        repLog.error("Cannot replicate to {}: {}", uri, e.getMessage());
+        repLog.atSevere().log("Cannot replicate to %s: %s", uri, e.getMessage());
 
         // The remote push operation should be retried.
         if (lockRetryCount <= maxLockRetries) {
@@ -384,17 +380,15 @@
             pool.reschedule(this, Destination.RetryReason.TRANSPORT_ERROR);
           }
         } else {
-          repLog.error(
-              "Giving up after {} occurrences of this error: {} during replication to {}",
-              lockRetryCount,
-              e.getMessage(),
-              uri);
+          repLog.atSevere().log(
+              "Giving up after %d occurrences of this error: %s during replication to %s",
+              lockRetryCount, e.getMessage(), uri);
         }
       } else {
         if (canceledWhileRunning.get()) {
           logCanceledWhileRunningException(e);
         } else {
-          repLog.error("Cannot replicate to {}", uri, e);
+          repLog.atSevere().withCause(e).log("Cannot replicate to %s", uri);
           // The remote push operation should be retried.
           pool.reschedule(this, Destination.RetryReason.TRANSPORT_ERROR);
         }
@@ -412,7 +406,7 @@
   }
 
   private void logCanceledWhileRunningException(TransportException e) {
-    repLog.info("Cannot replicate to {}. It was canceled while running", uri, e);
+    repLog.atInfo().withCause(e).log("Cannot replicate to %s. It was canceled while running", uri);
   }
 
   private void createRepository() {
@@ -421,10 +415,11 @@
         Ref head = git.exactRef(Constants.HEAD);
         if (replicationQueue.createProject(
             config.getName(), projectName, head != null ? getName(head) : null)) {
-          repLog.warn("Missing repository created; retry replication to {}", uri);
+          repLog.atWarning().log("Missing repository created; retry replication to %s", uri);
           pool.reschedule(this, Destination.RetryReason.REPOSITORY_MISSING);
         } else {
-          repLog.warn("Missing repository could not be created when replicating {}", uri);
+          repLog.atWarning().log(
+              "Missing repository could not be created when replicating %s", uri);
         }
       } catch (IOException ioe) {
         stateLog.error(
@@ -467,7 +462,7 @@
       return new PushResult();
     }
 
-    repLog.info("Push to {} references: {}", uri, todo);
+    repLog.atSevere().log("Push to %s references: %s", uri, todo);
 
     return tn.push(NullProgressMonitor.INSTANCE, todo);
   }
diff --git a/src/main/java/com/googlesource/gerrit/plugins/replication/RemoteSsh.java b/src/main/java/com/googlesource/gerrit/plugins/replication/RemoteSsh.java
index ee9d4c0..e313079 100644
--- a/src/main/java/com/googlesource/gerrit/plugins/replication/RemoteSsh.java
+++ b/src/main/java/com/googlesource/gerrit/plugins/replication/RemoteSsh.java
@@ -42,18 +42,14 @@
     OutputStream errStream = sshHelper.newErrorBufferStream();
     try {
       sshHelper.executeRemoteSsh(uri, cmd, errStream);
-      repLog.info("Created remote repository: {}", uri);
+      repLog.atInfo().log("Created remote repository: %s", uri);
     } catch (IOException e) {
-      repLog.error(
-          "Error creating remote repository at {}:\n"
-              + "  Exception: {}\n"
-              + "  Command: {}\n"
-              + "  Output: {}",
-          uri,
-          e,
-          cmd,
-          errStream,
-          e);
+      repLog.atSevere().withCause(e).log(
+          "Error creating remote repository at %s:\n"
+              + "  Exception: %s\n"
+              + "  Command: %s\n"
+              + "  Output: %s",
+          uri, e, cmd, errStream);
       return false;
     }
     return true;
@@ -66,18 +62,14 @@
     OutputStream errStream = sshHelper.newErrorBufferStream();
     try {
       sshHelper.executeRemoteSsh(uri, cmd, errStream);
-      repLog.info("Deleted remote repository: {}", uri);
+      repLog.atInfo().log("Deleted remote repository: %s", uri);
     } catch (IOException e) {
-      repLog.error(
-          "Error deleting remote repository at {}:\n"
-              + "  Exception: {}\n"
-              + "  Command: {}\n"
-              + "  Output: {}",
-          uri,
-          e,
-          cmd,
-          errStream,
-          e);
+      repLog.atSevere().withCause(e).log(
+          "Error deleting remote repository at %s}:\n"
+              + "  Exception: %s\n"
+              + "  Command: %s\n"
+              + "  Output: %s",
+          uri, e, cmd, errStream);
       return false;
     }
     return true;
@@ -92,17 +84,12 @@
     try {
       sshHelper.executeRemoteSsh(uri, cmd, errStream);
     } catch (IOException e) {
-      repLog.error(
-          "Error updating HEAD of remote repository at {} to {}:\n"
-              + "  Exception: {}\n"
-              + "  Command: {}\n"
-              + "  Output: {}",
-          uri,
-          newHead,
-          e,
-          cmd,
-          errStream,
-          e);
+      repLog.atSevere().withCause(e).log(
+          "Error updating HEAD of remote repository at %s to %s:\n"
+              + "  Exception: %s\n"
+              + "  Command: %s\n"
+              + "  Output: %s",
+          uri, newHead, e, cmd, errStream);
       return false;
     }
     return true;
diff --git a/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationQueue.java b/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationQueue.java
index 0f03e57..ca8001a 100644
--- a/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationQueue.java
+++ b/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationQueue.java
@@ -31,6 +31,7 @@
 import com.google.gerrit.server.UsedAt;
 import com.google.gerrit.server.events.EventDispatcher;
 import com.google.gerrit.server.git.WorkQueue;
+import com.google.gerrit.util.logging.NamedFluentLogger;
 import com.google.inject.Inject;
 import com.googlesource.gerrit.plugins.replication.PushResultProcessing.GitUpdateProcessing;
 import com.googlesource.gerrit.plugins.replication.ReplicationConfig.FilterType;
@@ -42,8 +43,6 @@
 import java.util.Queue;
 import java.util.Set;
 import org.eclipse.jgit.transport.URIish;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 
 /** Manages automatic replication to remote repositories. */
 public class ReplicationQueue
@@ -52,7 +51,7 @@
         ProjectDeletedListener,
         HeadUpdatedListener {
   static final String REPLICATION_LOG_NAME = "replication_log";
-  static final Logger repLog = LoggerFactory.getLogger(REPLICATION_LOG_NAME);
+  static final NamedFluentLogger repLog = NamedFluentLogger.forName(REPLICATION_LOG_NAME);
 
   private final ReplicationStateListener stateLog;
 
@@ -109,7 +108,7 @@
     running = false;
     int discarded = config.shutdown();
     if (discarded > 0) {
-      repLog.warn("Canceled {} replication events during shutdown", discarded);
+      repLog.atWarning().log("Canceled %d replication events during shutdown", discarded);
     }
   }
 
@@ -199,7 +198,7 @@
       for (ReplicationTasksStorage.ReplicateRefUpdate t : replicationTasksStorage.list()) {
         String eventKey = String.format("%s:%s", t.project, t.ref);
         if (!eventsReplayed.contains(eventKey)) {
-          repLog.info("Firing pending task {}", eventKey);
+          repLog.atInfo().log("Firing pending task %s", eventKey);
           onGitReferenceUpdated(t.project, t.ref);
           eventsReplayed.add(eventKey);
         }
@@ -230,7 +229,7 @@
     for (ReferenceUpdatedEvent event : beforeStartupEventsQueue) {
       String eventKey = String.format("%s:%s", event.getProjectName(), event.getRefName());
       if (!eventsReplayed.contains(eventKey)) {
-        repLog.info("Firing pending task {}", event);
+        repLog.atInfo().log("Firing pending task %s", event);
         onGitReferenceUpdated(event.getProjectName(), event.getRefName());
         eventsReplayed.add(eventKey);
       }
@@ -243,7 +242,7 @@
       return Collections.emptySet();
     }
     if (!running) {
-      repLog.error("Replication plugin did not finish startup before event");
+      repLog.atSevere().log("Replication plugin did not finish startup before event");
       return Collections.emptySet();
     }
 
@@ -268,7 +267,7 @@
         try {
           uri = new URIish(url);
         } catch (URISyntaxException e) {
-          repLog.warn("adminURL '{}' is invalid: {}", url, e.getMessage());
+          repLog.atWarning().log("adminURL '%s' is invalid: %s", url, e.getMessage());
           continue;
         }
 
@@ -276,13 +275,13 @@
           String path =
               replaceName(uri.getPath(), projectName.get(), config.isSingleProjectMatch());
           if (path == null) {
-            repLog.warn("adminURL {} does not contain ${name}", uri);
+            repLog.atWarning().log("adminURL %s does not contain ${name}", uri);
             continue;
           }
 
           uri = uri.setPath(path);
           if (!isSSH(uri)) {
-            repLog.warn("adminURL '{}' is invalid: only SSH is supported", uri);
+            repLog.atWarning().log("adminURL '%s' is invalid: only SSH is supported", uri);
             continue;
           }
         }
@@ -338,7 +337,7 @@
   }
 
   private void warnCannotPerform(String op, URIish uri) {
-    repLog.warn("Cannot {} on remote site {}.", op, uri);
+    repLog.atWarning().log("Cannot %s on remote site %s.", op, uri);
   }
 
   private static class ReferenceUpdatedEvent {
diff --git a/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationStateLogger.java b/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationStateLogger.java
index f2d55de..3e73033 100644
--- a/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationStateLogger.java
+++ b/src/main/java/com/googlesource/gerrit/plugins/replication/ReplicationStateLogger.java
@@ -31,19 +31,19 @@
   @Override
   public void warn(String msg, ReplicationState... states) {
     stateWriteErr("Warning: " + msg, states);
-    repLog.warn(msg);
+    repLog.atWarning().log(msg);
   }
 
   @Override
   public void error(String msg, ReplicationState... states) {
     stateWriteErr("Error: " + msg, states);
-    repLog.error(msg);
+    repLog.atSevere().log(msg);
   }
 
   @Override
   public void error(String msg, Throwable t, ReplicationState... states) {
     stateWriteErr("Error: " + msg, states);
-    repLog.error(msg, t);
+    repLog.atSevere().withCause(t).log(msg);
   }
 
   private void stateWriteErr(String msg, ReplicationState[] states) {