diff --git a/Gemfile b/Gemfile
index 052aa375..2f8a4532 100644
--- a/Gemfile
+++ b/Gemfile
@@ -14,6 +14,9 @@ group :development, :test do
   gem 'rubocop-performance'
   gem 'rubocop-rake'
   gem 'simplecov'
+
+  # For compatibility testing
+  gem 'resolv-replace', require: false
 end
 
 group :test do
diff --git a/scripts/gems_smoke_test.rb b/scripts/gems_smoke_test.rb
new file mode 100755
index 00000000..52b38957
--- /dev/null
+++ b/scripts/gems_smoke_test.rb
@@ -0,0 +1,48 @@
+#! /usr/bin/env ruby
+
+# frozen_string_literal: true
+
+# This file is meant to be run in a subprocess from a test file, to test compatibility with other gems in isolation.
+# If the test fails, it will exit with a non-zero status code and print the marshaled error to stdout.
+# Debug information should be printed to stderr. stdout should only contain the marshaled error.
+
+require 'minitest'
+require 'dalli'
+
+def assert_round_trip(message)
+  key = "random-key-#{Time.now.to_f}"
+  expected = Time.now.to_f.to_s
+  ttl = 10 # seconds
+
+  client = Dalli::Client.new(nil)
+  client.set(key, expected, ttl)
+
+  actual = client.get(key)
+
+  # assert_equal is not available in this context, so we implement it ourselves.
+  raise Minitest::Assertion.new, <<~MESSAGE unless expected == actual
+    #{message}.
+    Expected: #{expected.inspect}
+      Actual: #{actual.inspect}
+  MESSAGE
+end
+
+begin
+  gems = ARGV
+  gem_list = gems.map(&:inspect).join(', ')
+  raise 'No gems specified to require' if gems.empty?
+
+  assert_round_trip("Failed to round-trip key before requiring #{gem_list}")
+
+  gems.each do |gem_name|
+    warn "Requiring #{gem_name}..."
+    require gem_name
+  end
+
+  assert_round_trip("Failed to round-trip key after requiring #{gem_list}")
+rescue Exception => e # rubocop:disable Lint/RescueException
+  # Marshal the exception to stdout so the parent process can raise it.
+  # Don't use stderr, as it might also contain other output, such as warnings.
+  puts Marshal.dump(e)
+  abort
+end
diff --git a/test/test_gem_compatibility.rb b/test/test_gem_compatibility.rb
new file mode 100644
index 00000000..32882a55
--- /dev/null
+++ b/test/test_gem_compatibility.rb
@@ -0,0 +1,39 @@
+# frozen_string_literal: true
+
+require_relative 'helper'
+require 'open3'
+
+describe 'gem compatibility' do
+  %w[
+    resolv-replace
+    socksify
+  ].each do |gem_name|
+    it "passes smoke test with #{gem_name.inspect} gem required" do
+      memcached(:binary, 11_112) do |_, port|
+        # We use a separate Ruby process so we can require the gem in isolation without affecting the rest of the tests.
+        stdout, stderr, status = Open3.capture3(
+          { 'MEMCACHED_SERVERS' => "localhost:#{port}" },
+          'scripts/gems_smoke_test.rb',
+          gem_name
+        )
+
+        return pass if status.success?
+
+        error = begin
+          # Marshal.load is fine here because we're loading what we just dumped in the subprocess.
+          Marshal.load(stdout) # rubocop:disable Security/MarshalLoad
+        rescue StandardError => e
+          raise <<~MESSAGE
+            Failed to unmarshal error from subprocess!
+            #{e.class}: #{e}
+            stdout: #{stdout}
+            stderr: #{stderr}
+          MESSAGE
+        end
+
+        pass if error.is_a?(Minitest::Assertion) # Increment assertion count
+        raise error
+      end
+    end
+  end
+end