diff --git a/src/main/java/org/jenkinsci/remoting/util/AnonymousClassWarnings.java b/src/main/java/org/jenkinsci/remoting/util/AnonymousClassWarnings.java
index f00dc1cc9..5961f94c8 100644
--- a/src/main/java/org/jenkinsci/remoting/util/AnonymousClassWarnings.java
+++ b/src/main/java/org/jenkinsci/remoting/util/AnonymousClassWarnings.java
@@ -26,11 +26,8 @@
 
 import edu.umd.cs.findbugs.annotations.CheckForNull;
 import edu.umd.cs.findbugs.annotations.NonNull;
-import hudson.remoting.AtmostOneThreadExecutor;
 import hudson.remoting.Channel;
 
-import hudson.remoting.DaemonThreadFactory;
-import hudson.remoting.NamingThreadFactory;
 import java.io.IOException;
 import java.io.ObjectOutputStream;
 import java.io.OutputStream;
@@ -38,7 +35,6 @@
 import java.security.CodeSource;
 import java.util.Map;
 import java.util.WeakHashMap;
-import java.util.concurrent.ExecutorService;
 import java.util.concurrent.RejectedExecutionException;
 import java.util.logging.Logger;
 
@@ -51,16 +47,14 @@ public class AnonymousClassWarnings {
     private static final Logger LOGGER = Logger.getLogger(AnonymousClassWarnings.class.getName());
     private static final Map<Class<?>, Boolean> checked = new WeakHashMap<>();
 
-    private final static ExecutorService THREAD_POOL =  new AtmostOneThreadExecutor(new NamingThreadFactory(new DaemonThreadFactory(), AnonymousClassWarnings.class.getSimpleName()));
-
     /**
      * Checks a class which is being either serialized or deserialized.
      * A warning will only be printed once per class per JVM session.
      */
     public static void check(@NonNull Class<?> clazz) {
         synchronized (checked) {
-            if (checked.containsKey(clazz)) {
-                return; // fast path
+            if (checked.put(clazz, true) != null) {
+                return;
             }
         }
         Channel channel = Channel.current();
@@ -69,7 +63,7 @@ public static void check(@NonNull Class<?> clazz) {
         } else {
             // May not call methods like Class#isAnonymousClass synchronously, since these can in turn trigger remote class loading.
             try {
-                THREAD_POOL.submit(() -> doCheck(clazz));
+                channel.executor.submit(() -> doCheck(clazz));
             } catch (RejectedExecutionException x) {
                 // never mind, we tried
             }
@@ -91,18 +85,11 @@ private static void doCheck(@NonNull Class<?> c) {
     private static void warn(@NonNull Class<?> c, String kind) {
         String name = c.getName();
         String codeSource = codeSource(c);
-        // Need to be very defensive about calling anything while holding this lock, lest we trigger class loading-related deadlocks.
-        boolean doWarn;
-        synchronized (checked) {
-            doWarn = checked.put(c, true) == null;
-        }
-        if (doWarn) {
-            if (codeSource == null) {
-                LOGGER.warning("Attempt to (de-)serialize " + kind + " class " + name + "; see: https://jenkins.io/redirect/serialization-of-anonymous-classes/");
-            } else {
-                // most easily tracked back to source using javap -classpath <location> -l '<name>'
-                LOGGER.warning("Attempt to (de-)serialize " + kind + " class " + name + " in " + codeSource + "; see: https://jenkins.io/redirect/serialization-of-anonymous-classes/");
-            }
+        if (codeSource == null) {
+            LOGGER.warning("Attempt to (de-)serialize " + kind + " class " + name + "; see: https://jenkins.io/redirect/serialization-of-anonymous-classes/");
+        } else {
+            // most easily tracked back to source using javap -classpath <location> -l '<name>'
+            LOGGER.warning("Attempt to (de-)serialize " + kind + " class " + name + " in " + codeSource + "; see: https://jenkins.io/redirect/serialization-of-anonymous-classes/");
         }
     }