diff --git a/.github/workflows/ci-ruby.yml b/.github/workflows/ci-ruby.yml
index 79f941a23485b..419e17df5065c 100644
--- a/.github/workflows/ci-ruby.yml
+++ b/.github/workflows/ci-ruby.yml
@@ -74,12 +74,9 @@ jobs:
           - edge
           - firefox
         os:
-          - ubuntu
           - windows
           - macos
         exclude:
-          - browser: edge
-            os: ubuntu
           - browser: edge
             os: macos
     with:
@@ -94,7 +91,7 @@ jobs:
         --local_test_jobs 1
         --test_size_filters large
         --test_tag_filters ${{ matrix.browser }}
-        ${{ matrix.os != 'windows' && '--pin_browsers=true' || '' }}
+        ${{ matrix.os != 'windows' && '--pin_browsers' || '' }}
         //rb/spec/...
 
   integration-tests-remote:
@@ -107,10 +104,6 @@ jobs:
         include:
           - browser: edge
             os: windows
-          - browser: chrome
-            os: ubuntu
-          - browser: firefox
-            os: ubuntu
     with:
       name: Remote Tests (${{ matrix.browser }}, ${{ matrix.os }})
       browser: ${{ matrix.browser }}
@@ -124,5 +117,5 @@ jobs:
         --local_test_jobs 1
         --test_size_filters large
         --test_tag_filters ${{ matrix.browser }}-remote
-        ${{ matrix.os != 'windows' && '--pin_browsers=true' || '' }}
+        ${{ matrix.os != 'windows' && '--pin_browsers' || '' }}
         //rb/spec/...
diff --git a/.skipped-tests b/.skipped-tests
index 15dc35e335372..67c89f8d55b35 100644
--- a/.skipped-tests
+++ b/.skipped-tests
@@ -23,13 +23,26 @@
 -//py:test-chrome-test/selenium/webdriver/chrome/chrome_service_tests.py
 -//py:test-chrome-test/selenium/webdriver/chrome/proxy_tests.py
 -//rb/spec/integration/selenium/webdriver/chrome:service-chrome
+-//rb/spec/integration/selenium/webdriver/chrome:service-chrome-bidi
+-//rb/spec/integration/selenium/webdriver/chrome:service-chrome-remote
 -//rb/spec/integration/selenium/webdriver/edge:service-edge
+-//rb/spec/integration/selenium/webdriver/edge:service-edge-bidi
+-//rb/spec/integration/selenium/webdriver/edge:service-edge-remote
+-//rb/spec/integration/selenium/webdriver/firefox:driver-firefox-beta-bidi
 -//rb/spec/integration/selenium/webdriver/firefox:service-firefox
 -//rb/spec/integration/selenium/webdriver/firefox:service-firefox-beta
--//rb/spec/integration/selenium/webdriver:element-chrome
--//rb/spec/integration/selenium/webdriver/chrome:service-chrome-bidi
--//rb/spec/integration/selenium/webdriver/edge:service-edge-bidi
--//rb/spec/integration/selenium/webdriver/firefox:service-firefox-bidi
 -//rb/spec/integration/selenium/webdriver/firefox:service-firefox-beta-bidi
+-//rb/spec/integration/selenium/webdriver/firefox:service-firefox-beta-remote
+-//rb/spec/integration/selenium/webdriver/firefox:service-firefox-bidi
+-//rb/spec/integration/selenium/webdriver/firefox:service-firefox-remote
+-//rb/spec/integration/selenium/webdriver/remote:driver-chrome-remote
+-//rb/spec/integration/selenium/webdriver/remote:driver-edge-remote
+-//rb/spec/integration/selenium/webdriver/remote:driver-firefox-beta-remote
+-//rb/spec/integration/selenium/webdriver/remote:driver-firefox-remote
+-//rb/spec/integration/selenium/webdriver/remote:element-chrome-remote
+-//rb/spec/integration/selenium/webdriver/remote:element-edge-remote
+-//rb/spec/integration/selenium/webdriver/remote:element-firefox-beta-remote
+-//rb/spec/integration/selenium/webdriver/remote:element-firefox-remote
+-//rb/spec/integration/selenium/webdriver:element-chrome
 -//rb/spec/integration/selenium/webdriver:element-chrome-bidi
--//rb/spec/integration/selenium/webdriver/firefox:driver-firefox-beta-bidi
+-//rb/spec/integration/selenium/webdriver:element-chrome-remote
diff --git a/rb/spec/integration/selenium/webdriver/driver_spec.rb b/rb/spec/integration/selenium/webdriver/driver_spec.rb
index 748fcc1ff6cb1..b5b03c662b0d5 100644
--- a/rb/spec/integration/selenium/webdriver/driver_spec.rb
+++ b/rb/spec/integration/selenium/webdriver/driver_spec.rb
@@ -22,7 +22,10 @@
 module Selenium
   module WebDriver
     describe Driver, exclusive: {bidi: false, reason: 'Not yet implemented with BiDi'} do
-      it_behaves_like 'driver that can be started concurrently', exclude: {browser: %i[safari safari_preview]}
+      it_behaves_like 'driver that can be started concurrently', exclude: [
+        {browser: %i[safari safari_preview]},
+        {driver: :remote, rbe: true, reason: 'Cannot start 2+ drivers at once.'}
+      ]
 
       it 'creates default capabilities', exclude: {browser: %i[safari safari_preview]} do
         reset_driver! do |driver|
diff --git a/rb/spec/integration/selenium/webdriver/firefox/profile_spec.rb b/rb/spec/integration/selenium/webdriver/firefox/profile_spec.rb
index 9da5a67e957df..d385a5eb08ab9 100644
--- a/rb/spec/integration/selenium/webdriver/firefox/profile_spec.rb
+++ b/rb/spec/integration/selenium/webdriver/firefox/profile_spec.rb
@@ -36,7 +36,8 @@ module Firefox
           end
         end
 
-        it 'is able to use the same profile more than once' do
+        it 'is able to use the same profile more than once',
+           exclude: {driver: :remote, rbe: true, reason: 'Cannot start 2+ drivers at once.'} do
           reset_driver!(profile: profile) do |driver1|
             expect { wait(5).until { driver1.find_element(id: 'oneline') } }.not_to raise_error
             reset_driver!(profile: profile) do |driver2|
diff --git a/rb/spec/integration/selenium/webdriver/spec_helper.rb b/rb/spec/integration/selenium/webdriver/spec_helper.rb
index cd93fc5eb0aed..560f2fe3199c3 100644
--- a/rb/spec/integration/selenium/webdriver/spec_helper.rb
+++ b/rb/spec/integration/selenium/webdriver/spec_helper.rb
@@ -57,6 +57,7 @@
     guards.add_condition(:platform, WebDriver::Platform.os)
     guards.add_condition(:headless, !ENV['HEADLESS'].nil?)
     guards.add_condition(:bidi, !ENV['WEBDRIVER_BIDI'].nil?)
+    guards.add_condition(:rbe, GlobalTestEnv.rbe?)
 
     results = guards.disposition
     send(*results) if results
diff --git a/rb/spec/integration/selenium/webdriver/spec_support/test_environment.rb b/rb/spec/integration/selenium/webdriver/spec_support/test_environment.rb
index 881a729ebd4b3..517a10ce1e909 100644
--- a/rb/spec/integration/selenium/webdriver/spec_support/test_environment.rb
+++ b/rb/spec/integration/selenium/webdriver/spec_support/test_environment.rb
@@ -88,6 +88,16 @@ def app_server
         end
 
         def remote_server
+          args = if ENV.key?('CHROMEDRIVER_BINARY')
+                   ["-Dwebdriver.chrome.driver=#{ENV['CHROMEDRIVER_BINARY']}"]
+                 elsif ENV.key?('MSEDGEDRIVER_BINARY')
+                   ["-Dwebdriver.edge.driver=#{ENV['MSEDGEDRIVER_BINARY']}"]
+                 elsif ENV.key?('GECKODRIVER_BINARY')
+                   ["-Dwebdriver.gecko.driver=#{ENV['GECKODRIVER_BINARY']}"]
+                 else
+                   %w[--selenium-manager true --enable-managed-downloads true]
+                 end
+
           @remote_server ||= Selenium::Server.new(
             remote_server_jar,
             java: bazel_java,
@@ -95,7 +105,7 @@ def remote_server
             log_level: WebDriver.logger.debug? && 'FINE',
             background: true,
             timeout: 60,
-            args: %w[--selenium-manager true --enable-managed-downloads true]
+            args: args
           )
         end
 
@@ -105,6 +115,10 @@ def bazel_java
           File.expand_path(File.read(File.expand_path(ENV.fetch('WD_BAZEL_JAVA_LOCATION'))).chomp)
         end
 
+        def rbe?
+          Dir.pwd.start_with?('/mnt/engflow')
+        end
+
         def reset_remote_server
           @remote_server&.stop
           @remote_server = nil
@@ -191,7 +205,8 @@ def current_env
             driver: driver,
             version: driver_instance.capabilities.browser_version,
             platform: Platform.os,
-            ci: Platform.ci
+            ci: Platform.ci,
+            rbe: rbe?
           }
         end
 
@@ -255,7 +270,7 @@ def chrome_options(args: [], **opts)
           opts[:web_socket_url] = true if ENV['WEBDRIVER_BIDI'] && !opts.key?(:web_socket_url)
           opts[:binary] ||= ENV['CHROME_BINARY'] if ENV.key?('CHROME_BINARY')
           args << '--headless=chrome' if ENV['HEADLESS']
-          args << '--no-sandbox' if ENV['NO_SANDBOX']
+          args << '--no-sandbox' unless Platform.windows?
           args << '--disable-gpu'
           WebDriver::Options.chrome(args: args, **opts)
         end
@@ -265,7 +280,7 @@ def edge_options(args: [], **opts)
           opts[:web_socket_url] = true if ENV['WEBDRIVER_BIDI'] && !opts.key?(:web_socket_url)
           opts[:binary] ||= ENV['EDGE_BINARY'] if ENV.key?('EDGE_BINARY')
           args << '--headless=chrome' if ENV['HEADLESS']
-          args << '--no-sandbox' if ENV['NO_SANDBOX']
+          args << '--no-sandbox' unless Platform.windows?
           args << '--disable-gpu'
           WebDriver::Options.edge(args: args, **opts)
         end
diff --git a/rb/spec/tests.bzl b/rb/spec/tests.bzl
index bb1604161659a..3aa6dab97c941 100644
--- a/rb/spec/tests.bzl
+++ b/rb/spec/tests.bzl
@@ -30,9 +30,6 @@ BROWSERS = {
         }) | select({
             "@selenium//common:use_headless_browser": {"HEADLESS": "true"},
             "//conditions:default": {},
-        }) | select({
-            "@platforms//os:windows": {},
-            "//conditions:default": {"NO_SANDBOX": "true"},
         }),
     },
     "edge": {
@@ -56,9 +53,6 @@ BROWSERS = {
         }) | select({
             "@selenium//common:use_headless_browser": {"HEADLESS": "true"},
             "//conditions:default": {},
-        }) | select({
-            "@platforms//os:windows": {},
-            "//conditions:default": {"NO_SANDBOX": "true"},
         }),
     },
     "firefox": {
@@ -188,10 +182,7 @@ def rb_integration_test(name, srcs, deps = [], data = [], browsers = BROWSERS.ke
                 "WD_SPEC_DRIVER": "remote",
             },
             main = "@bundle//bin:rspec",
-            tags = COMMON_TAGS + BROWSERS[browser]["tags"] + tags + [
-                "{}-remote".format(browser),
-                "skip-remote",  # Do we want to run remote tests in RBE?
-            ],
+            tags = COMMON_TAGS + BROWSERS[browser]["tags"] + tags + ["{}-remote".format(browser)],
             deps = ["//rb/spec/integration/selenium/webdriver:spec_helper"] + BROWSERS[browser]["deps"] + deps,
             visibility = ["//rb:__subpackages__"],
             target_compatible_with = BROWSERS[browser]["target_compatible_with"],