diff --git a/CHANGELOG.md b/CHANGELOG.md
index 63a3daf6c..63c6bc030 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,7 @@ Magento Functional Testing Framework Changelog
 * Provided support for PHP 8.4
 * Dropped the support for PHP 8.1
 * Removed unwanted dependent packages
+* Removed the dependency of codeception/module-sequence and implemented internal adjustments to address PHP 8.4 deprecations.
 
 4.8.3
 ---------
diff --git a/composer.json b/composer.json
index accef74d0..174b8a74a 100755
--- a/composer.json
+++ b/composer.json
@@ -13,7 +13,6 @@
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@@ -72,3 +71,4 @@
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 }
+
diff --git a/composer.lock b/composer.lock
index f652f94f0..ec1a25272 100644
--- a/composer.lock
+++ b/composer.lock
@@ -4,7 +4,7 @@
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@@ -199,16 +199,16 @@
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+                "source": "https://github.com/aws/aws-sdk-php/tree/3.336.6"
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@@ -2460,16 +2413,16 @@
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@@ -2703,16 +2656,16 @@
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-                "source": "https://github.com/symfony/string/tree/v6.4.13"
+                "source": "https://github.com/symfony/string/tree/v7.2.0"
             },
             "funding": [
                 {
@@ -6679,20 +6633,20 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2024-09-25T14:18:03+00:00"
+            "time": "2024-11-13T13:31:26+00:00"
         },
         {
             "name": "symfony/var-dumper",
-            "version": "v7.1.7",
+            "version": "v7.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/var-dumper.git",
-                "reference": "f6ea51f669760cacd7464bf7eaa0be87b8072db1"
+                "reference": "c6a22929407dec8765d6e2b6ff85b800b245879c"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/var-dumper/zipball/f6ea51f669760cacd7464bf7eaa0be87b8072db1",
-                "reference": "f6ea51f669760cacd7464bf7eaa0be87b8072db1",
+                "url": "https://api.github.com/repos/symfony/var-dumper/zipball/c6a22929407dec8765d6e2b6ff85b800b245879c",
+                "reference": "c6a22929407dec8765d6e2b6ff85b800b245879c",
                 "shasum": ""
             },
             "require": {
@@ -6708,7 +6662,7 @@
                 "symfony/http-kernel": "^6.4|^7.0",
                 "symfony/process": "^6.4|^7.0",
                 "symfony/uid": "^6.4|^7.0",
-                "twig/twig": "^3.0.4"
+                "twig/twig": "^3.12"
             },
             "bin": [
                 "Resources/bin/var-dump-server"
@@ -6746,7 +6700,7 @@
                 "dump"
             ],
             "support": {
-                "source": "https://github.com/symfony/var-dumper/tree/v7.1.7"
+                "source": "https://github.com/symfony/var-dumper/tree/v7.2.0"
             },
             "funding": [
                 {
@@ -6762,24 +6716,25 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2024-11-05T15:34:55+00:00"
+            "time": "2024-11-08T15:48:14+00:00"
         },
         {
             "name": "symfony/yaml",
-            "version": "v7.1.6",
+            "version": "v7.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/yaml.git",
-                "reference": "3ced3f29e4f0d6bce2170ff26719f1fe9aacc671"
+                "reference": "099581e99f557e9f16b43c5916c26380b54abb22"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/yaml/zipball/3ced3f29e4f0d6bce2170ff26719f1fe9aacc671",
-                "reference": "3ced3f29e4f0d6bce2170ff26719f1fe9aacc671",
+                "url": "https://api.github.com/repos/symfony/yaml/zipball/099581e99f557e9f16b43c5916c26380b54abb22",
+                "reference": "099581e99f557e9f16b43c5916c26380b54abb22",
                 "shasum": ""
             },
             "require": {
                 "php": ">=8.2",
+                "symfony/deprecation-contracts": "^2.5|^3.0",
                 "symfony/polyfill-ctype": "^1.8"
             },
             "conflict": {
@@ -6817,7 +6772,7 @@
             "description": "Loads and dumps YAML files",
             "homepage": "https://symfony.com",
             "support": {
-                "source": "https://github.com/symfony/yaml/tree/v7.1.6"
+                "source": "https://github.com/symfony/yaml/tree/v7.2.0"
             },
             "funding": [
                 {
@@ -6833,7 +6788,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2024-09-25T14:20:29+00:00"
+            "time": "2024-10-23T06:56:12+00:00"
         },
         {
             "name": "theseer/tokenizer",
@@ -6957,7 +6912,6 @@
             "type": "library",
             "extra": {
                 "hooks": {
-                    "pre-commit": "composer check-style",
                     "pre-push": [
                         "composer test",
                         "appver=$(grep -o -E '[0-9]+\\.[0-9]+\\.[0-9]+(-alpha\\.[0-9]+)?' cghooks)",
@@ -6968,7 +6922,8 @@
                         "sed -i -E \"s/$appver/$tag/\" cghooks",
                         "exit 1",
                         "fi"
-                    ]
+                    ],
+                    "pre-commit": "composer check-style"
                 }
             },
             "autoload": {
@@ -7312,16 +7267,16 @@
         },
         {
             "name": "symfony/config",
-            "version": "v7.1.7",
+            "version": "v7.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/config.git",
-                "reference": "dc373a5cbd345354696f5dfd39c5c7a8ea23f4c8"
+                "reference": "bcd3c4adf0144dee5011bb35454728c38adec055"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/config/zipball/dc373a5cbd345354696f5dfd39c5c7a8ea23f4c8",
-                "reference": "dc373a5cbd345354696f5dfd39c5c7a8ea23f4c8",
+                "url": "https://api.github.com/repos/symfony/config/zipball/bcd3c4adf0144dee5011bb35454728c38adec055",
+                "reference": "bcd3c4adf0144dee5011bb35454728c38adec055",
                 "shasum": ""
             },
             "require": {
@@ -7367,7 +7322,7 @@
             "description": "Helps you find, load, combine, autofill and validate configuration values of any kind",
             "homepage": "https://symfony.com",
             "support": {
-                "source": "https://github.com/symfony/config/tree/v7.1.7"
+                "source": "https://github.com/symfony/config/tree/v7.2.0"
             },
             "funding": [
                 {
@@ -7383,20 +7338,20 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2024-11-04T11:34:07+00:00"
+            "time": "2024-11-04T11:36:24+00:00"
         },
         {
             "name": "symfony/dependency-injection",
-            "version": "v7.1.6",
+            "version": "v7.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/dependency-injection.git",
-                "reference": "1f12f9d580ef8dd09e3b756aa111cc2d5f311bfd"
+                "reference": "a475747af1a1c98272a5471abc35f3da81197c5d"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/dependency-injection/zipball/1f12f9d580ef8dd09e3b756aa111cc2d5f311bfd",
-                "reference": "1f12f9d580ef8dd09e3b756aa111cc2d5f311bfd",
+                "url": "https://api.github.com/repos/symfony/dependency-injection/zipball/a475747af1a1c98272a5471abc35f3da81197c5d",
+                "reference": "a475747af1a1c98272a5471abc35f3da81197c5d",
                 "shasum": ""
             },
             "require": {
@@ -7447,7 +7402,7 @@
             "description": "Allows you to standardize and centralize the way objects are constructed in your application",
             "homepage": "https://symfony.com",
             "support": {
-                "source": "https://github.com/symfony/dependency-injection/tree/v7.1.6"
+                "source": "https://github.com/symfony/dependency-injection/tree/v7.2.0"
             },
             "funding": [
                 {
@@ -7463,20 +7418,20 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2024-10-25T15:11:02+00:00"
+            "time": "2024-11-25T15:45:00+00:00"
         },
         {
             "name": "symfony/stopwatch",
-            "version": "v7.1.6",
+            "version": "v7.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/stopwatch.git",
-                "reference": "8b4a434e6e7faf6adedffb48783a5c75409a1a05"
+                "reference": "696f418b0d722a4225e1c3d95489d262971ca924"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/stopwatch/zipball/8b4a434e6e7faf6adedffb48783a5c75409a1a05",
-                "reference": "8b4a434e6e7faf6adedffb48783a5c75409a1a05",
+                "url": "https://api.github.com/repos/symfony/stopwatch/zipball/696f418b0d722a4225e1c3d95489d262971ca924",
+                "reference": "696f418b0d722a4225e1c3d95489d262971ca924",
                 "shasum": ""
             },
             "require": {
@@ -7509,7 +7464,7 @@
             "description": "Provides a way to profile code",
             "homepage": "https://symfony.com",
             "support": {
-                "source": "https://github.com/symfony/stopwatch/tree/v7.1.6"
+                "source": "https://github.com/symfony/stopwatch/tree/v7.2.0"
             },
             "funding": [
                 {
@@ -7525,20 +7480,20 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2024-09-25T14:20:29+00:00"
+            "time": "2024-09-25T14:21:43+00:00"
         },
         {
             "name": "symfony/var-exporter",
-            "version": "v7.1.6",
+            "version": "v7.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/var-exporter.git",
-                "reference": "90173ef89c40e7c8c616653241048705f84130ef"
+                "reference": "1a6a89f95a46af0f142874c9d650a6358d13070d"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/var-exporter/zipball/90173ef89c40e7c8c616653241048705f84130ef",
-                "reference": "90173ef89c40e7c8c616653241048705f84130ef",
+                "url": "https://api.github.com/repos/symfony/var-exporter/zipball/1a6a89f95a46af0f142874c9d650a6358d13070d",
+                "reference": "1a6a89f95a46af0f142874c9d650a6358d13070d",
                 "shasum": ""
             },
             "require": {
@@ -7585,7 +7540,7 @@
                 "serialize"
             ],
             "support": {
-                "source": "https://github.com/symfony/var-exporter/tree/v7.1.6"
+                "source": "https://github.com/symfony/var-exporter/tree/v7.2.0"
             },
             "funding": [
                 {
@@ -7601,12 +7556,12 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2024-09-25T14:20:29+00:00"
+            "time": "2024-10-18T07:58:17+00:00"
         }
     ],
     "aliases": [],
     "minimum-stability": "stable",
-    "stability-flags": {},
+    "stability-flags": [],
     "prefer-stable": false,
     "prefer-lowest": false,
     "platform": {
@@ -7618,6 +7573,6 @@
         "ext-openssl": "*",
         "php": ">=8.2"
     },
-    "platform-dev": {},
+    "platform-dev": [],
     "plugin-api-version": "2.6.0"
 }
diff --git a/dev/tests/static/Magento/Sniffs/Commenting/FunctionCommentSniff.php b/dev/tests/static/Magento/Sniffs/Commenting/FunctionCommentSniff.php
index 09b330ccf..5e539aeaf 100644
--- a/dev/tests/static/Magento/Sniffs/Commenting/FunctionCommentSniff.php
+++ b/dev/tests/static/Magento/Sniffs/Commenting/FunctionCommentSniff.php
@@ -422,7 +422,7 @@ protected function processParams(File $phpcsFile, $stackPtr, $commentStart)
                                   $typeHint,
                                   $param['var'],
                                  );
-                        if(ltrim($typeHint, '?') !== $suggestedTypeHint) {
+                        if ($suggestedTypeHint != "null" && (ltrim($typeHint, '?') !== $suggestedTypeHint)) {
                             $phpcsFile->addError($error, $stackPtr, 'IncorrectTypeHint', $data);
                         }
                     }//end if
diff --git a/src/Magento/FunctionalTestingFramework/Codeception/Module/Sequence.php b/src/Magento/FunctionalTestingFramework/Codeception/Module/Sequence.php
new file mode 100644
index 000000000..a7d763cfc
--- /dev/null
+++ b/src/Magento/FunctionalTestingFramework/Codeception/Module/Sequence.php
@@ -0,0 +1,69 @@
+<?php
+/**
+ * Copyright © Magento, Inc. All rights reserved.
+ * See COPYING.txt for license details.
+ */
+
+declare(strict_types=1);
+
+namespace Magento\FunctionalTestingFramework\Codeception\Module;
+
+use Codeception\Module;
+use Codeception\Exception\ModuleException;
+use Codeception\TestInterface;
+
+/**
+ * Class Sequence
+ * Implemented here as a replacement for codeception/module-sequence due to PHP 8.4 deprecation errors.
+ * This class can be removed when PHP 8.4 compatibility is updated in codeception/module-sequence.
+ */
+class Sequence extends Module
+{
+    /**
+     * @var array<int|string,string>
+     */
+    public static array $hash = [];// phpcs:ignore
+
+    /**
+     * @var array<int|string,string>
+     */
+    public static array $suiteHash = [];// phpcs:ignore
+
+    /**
+     * @var string
+     */
+    public static string $prefix = '';// phpcs:ignore
+
+    /**
+     * @var array<string, string>
+     */
+    protected array $config = ['prefix' => '{id}_'];// phpcs:ignore
+
+    /**
+     * Initialise method
+     * @return  void
+     */
+    public function _initialize(): void
+    {
+        static::$prefix = $this->config['prefix'];
+    }
+
+    /**
+     * @SuppressWarnings(PHPMD.UnusedFormalParameter)
+     * after method
+     * @return  void
+     */
+    public function _after(TestInterface $test): void
+    {
+        self::$hash = [];
+    }
+
+    /**
+     * after suite method
+     * @return  void
+     */
+    public function _afterSuite(): void
+    {
+        self::$suiteHash = [];
+    }
+}
diff --git a/src/Magento/FunctionalTestingFramework/Module/MagentoSequence.php b/src/Magento/FunctionalTestingFramework/Module/MagentoSequence.php
index 36c76ab27..02f60c736 100644
--- a/src/Magento/FunctionalTestingFramework/Module/MagentoSequence.php
+++ b/src/Magento/FunctionalTestingFramework/Module/MagentoSequence.php
@@ -7,7 +7,7 @@
 // @codingStandardsIgnoreFile
 namespace Magento\FunctionalTestingFramework\Module;
 
-use Codeception\Module\Sequence;
+use Magento\FunctionalTestingFramework\Codeception\Module\Sequence;
 use Codeception\Exception\ModuleException;
 
 /**
diff --git a/src/Magento/FunctionalTestingFramework/Util/msq.php b/src/Magento/FunctionalTestingFramework/Util/msq.php
index 3968e3c82..b6f03ae6c 100644
--- a/src/Magento/FunctionalTestingFramework/Util/msq.php
+++ b/src/Magento/FunctionalTestingFramework/Util/msq.php
@@ -13,7 +13,7 @@
      * @param null $id
      * @return string
      */
-    function msq($id = null)
+    function msq(?string $id = null)
     {
         if ($id and isset(MagentoSequence::$hash[$id])) {
             return MagentoSequence::$hash[$id];
@@ -34,7 +34,7 @@ function msq($id = null)
      * @param null $id
      * @return string
      */
-    function msqs($id = null)
+    function msqs(?string $id = null)
     {
         if ($id and isset(MagentoSequence::$suiteHash[$id])) {
             return MagentoSequence::$suiteHash[$id];