diff --git a/docs/en/cookbook/simple-search-engine.rst b/docs/en/cookbook/simple-search-engine.rst
index 379845037..4ae2b1aeb 100644
--- a/docs/en/cookbook/simple-search-engine.rst
+++ b/docs/en/cookbook/simple-search-engine.rst
@@ -121,7 +121,8 @@ You can setup a ``Keyword`` document like the following:
     #[EmbeddedDocument]
     class Keyword
     {
-        #[Field(type: 'string') @Index]
+        #[Field(type: 'string')]
+        #[Index]
         private $keyword;
 
         #[Field(type: 'int')]
diff --git a/docs/en/cookbook/soft-delete-extension.rst b/docs/en/cookbook/soft-delete-extension.rst
index 0790a2ef5..8c1cd3993 100644
--- a/docs/en/cookbook/soft-delete-extension.rst
+++ b/docs/en/cookbook/soft-delete-extension.rst
@@ -198,7 +198,7 @@ You just need to setup an event listener like the following:
             $sdm = $args->getSoftDeleteManager();
             $document = $args->getDocument();
             if ($document instanceof User) {
-                $sdm->deleteBy(Post:class, ['user.id' => $document->getId()]);
+                $sdm->deleteBy(Post::class, ['user.id' => $document->getId()]);
             }
         }
 
diff --git a/docs/en/reference/aggregation-stage-reference.rst b/docs/en/reference/aggregation-stage-reference.rst
index a5e53fb72..be0d7d63c 100644
--- a/docs/en/reference/aggregation-stage-reference.rst
+++ b/docs/en/reference/aggregation-stage-reference.rst
@@ -377,14 +377,17 @@ pipeline stages. Take the following relationship for example:
 
     <?php
 
-    /**
-     * @ReferenceMany(
-     *     targetDocument=Documents\Item::class,
-     *     cascade="all",
-     *     storeAs="id"
-     * )
-     */
-    private $items;
+    namespace Documents;
+
+    class Orders
+    {
+        #[ReferenceMany(
+            targetDocument: Item::class,
+            cascade: 'all',
+            storeAs: 'id',
+        )]
+        private $items;
+    }
 
 .. code-block:: php
 
@@ -405,14 +408,17 @@ to be considered when looking up one-to-one relationships:
 
     <?php
 
-    /**
-     * @ReferenceOne(
-     *     targetDocument=Documents\Item::class,
-     *     cascade="all",
-     *     storeAs="id"
-     * )
-     */
-    private $items;
+    namespace Documents;
+
+    class Orders
+    {
+        #[ReferenceOne(
+            targetDocument: Item::class,
+            cascade: 'all',
+            storeAs: 'id',
+        )]
+        private $items;
+    }
 
 .. code-block:: php
 
@@ -629,7 +635,7 @@ field on all document levels and evaluates it to grant or deny access:
                 $builder->expr()->gte('$$level', 5),
                 '$$PRUNE',
                 '$$DESCEND'
-            )
+            );
 
 $replaceRoot
 ------------
diff --git a/docs/en/reference/attributes-reference.rst b/docs/en/reference/attributes-reference.rst
index deed201d3..00e35ad6c 100644
--- a/docs/en/reference/attributes-reference.rst
+++ b/docs/en/reference/attributes-reference.rst
@@ -14,9 +14,12 @@ does not exist.
 
     <?php
 
-    #[Field(type: 'string')]
-    #[AlsoLoad('name')]
-    public $fullName;
+    class User
+    {
+        #[Field(type: 'string')]
+        #[AlsoLoad('name')]
+        public $fullName;
+    }
 
 The ``$fullName`` property will be loaded from ``fullName`` if it exists, but
 fall back to ``name`` if it does not exist. If multiple fall back fields are
@@ -30,10 +33,13 @@ will be invoked with the first value found as its single argument.
 
     <?php
 
-    #[AlsoLoad({"name", "fullName"})]
-    public function populateFirstAndLastName(string $name): void
+    class User
     {
-        list($this->firstName, $this->lastName) = explode(' ', $name);
+        #[AlsoLoad(['name', 'fullName'])]
+        public function populateFirstAndLastName(string $name): void
+        {
+            list($this->firstName, $this->lastName) = explode(' ', $name);
+        }
     }
 
 For additional information on using `#[AlsoLoad]`_, see
@@ -159,16 +165,15 @@ Optional attributes:
 
     <?php
 
-    #[Document(]
+    #[Document(
         db: 'documents',
         collection: 'users',
-        repositoryClass :'MyProject\UserRepository',
-        indexes: {
-            new Index(keys: ['username'='desc'}, options={'unique'=true})
-        },
-        readOnly=true,
-     * )
-     */
+        repositoryClass: MyProject\UserRepository::class,
+        indexes: [
+            new Index(keys: ['username' => 'desc'], options: ['unique' => true])
+        ],
+        readOnly: true,
+    )]
     class User
     {
         //...
@@ -210,16 +215,19 @@ Optional attributes:
 
     <?php
 
-    #[EmbedMany(
-        strategy:'set',
-        discriminatorField:'type',
-        discriminatorMap: [
-            'book' => Documents\BookTag::class,
-            'song' => Documents\SongTag::class,
-        ],
-        defaultDiscriminatorValue: 'book',
-    )]
-    private $tags = [];
+    class User
+    {
+        #[EmbedMany(
+            strategy:'set',
+            discriminatorField:'type',
+            discriminatorMap: [
+                'book' => Documents\BookTag::class,
+                'song' => Documents\SongTag::class,
+            ],
+            defaultDiscriminatorValue: 'book',
+        )]
+        private $tags = [];
+    }
 
 Depending on the embedded document's class, a value of ``user`` or ``author``
 will be stored in the ``type`` field and used to reconstruct the proper class
@@ -263,15 +271,18 @@ Optional attributes:
 
     <?php
 
-    #[EmbedOne(
-         discriminatorField: 'type',
-         discriminatorMap: [
-             'user' => Documents\User::class,
-             'author' => Documents\Author::class,
-         ],
-         defaultDiscriminatorValue: 'user',
-     )
-    private $creator;
+    class Thing
+    {
+        #[EmbedOne(
+             discriminatorField: 'type',
+             discriminatorMap: [
+                 'user' => Documents\User::class,
+                 'author' => Documents\Author::class,
+             ],
+             defaultDiscriminatorValue: 'user',
+        )]
+        private $creator;
+    }
 
 Depending on the embedded document's class, a value of ``user`` or ``author``
 will be stored in the ``type`` field and used to reconstruct the proper class
@@ -292,7 +303,7 @@ relationship.
     #[EmbeddedDocument]
     class Money
     {
-        #[Field(type: float')]
+        #[Field(type: 'float')]
         private $amount;
 
         public function __construct(float $amount)
@@ -359,14 +370,18 @@ Examples:
 
     <?php
 
-    #[Field(type: 'string')]
-    protected $username;
+    #[Document]
+    class User
+    {
+        #[Field(type: 'string')]
+        protected $username;
 
-    #[Field(type: 'string', name: 'co')]
-    protected $country;
+        #[Field(type: 'string', name: 'co')]
+        protected $country;
 
-    #[Field(type: 'float')]
-    protected $height;
+        #[Field(type: 'float')]
+        protected $height;
+    }
 
 .. _file:
 
@@ -531,9 +546,13 @@ If you are creating a single-field index, you can simply specify an `#[Index]`_
 
     <?php
 
-    #[Field(type: 'string')]
-    #[UniqueIndex]
-    private $username;
+    #[Document]
+    class User
+    {
+        #[Field(type: 'string')]
+        #[UniqueIndex]
+        private $username;
+    }
 
 .. note::
 
@@ -561,7 +580,7 @@ attributes on a class level.
 
     #[Document]
     #[Indexes([
-        new Index(keys: ['username' => 'desc'], options => ['unique' => true]),
+        new Index(keys: ['username' => 'desc'], options: ['unique' => true]),
     ])]
     class User
     {
@@ -607,9 +626,13 @@ This is only compatible with the ``int`` type, and cannot be combined with `#[Id
 
     <?php
 
-    #[Field(type: int')]
-    #[Lock]
-    private $lock;
+    #[Document]
+    class Thing
+    {
+        #[Field(type: 'int')]
+        #[Lock]
+        private $lock;
+    }
 
 #[MappedSuperclass]
 -------------------
@@ -954,19 +977,22 @@ Optional attributes:
 
     <?php
 
-    #[ReferenceMany(
-        strategy: 'set',
-        targetDocument: Documents\Item::class,
-        cascade: 'all',
-        sort: ['sort_field' => 'asc']
-        discriminatorField: 'type',
-        discriminatorMap: [
-            'book' => Documents\BookItem::class,
-            'song' => Documents\SongItem::class
-        ],
-        defaultDiscriminatorValue: 'book',
-    )
-    private $cart;
+    class User
+    {
+        #[ReferenceMany(
+            strategy: 'set',
+            targetDocument: Documents\Item::class,
+            cascade: 'all',
+            sort: ['sort_field' => 'asc'],
+            discriminatorField: 'type',
+            discriminatorMap: [
+                'book' => Documents\BookItem::class,
+                'song' => Documents\SongItem::class,
+            ],
+            defaultDiscriminatorValue: 'book',
+        )]
+        private $cart;
+    }
 
 .. _attributes_reference_reference_one:
 
@@ -1023,17 +1049,20 @@ Optional attributes:
 
     <?php
 
-    #[ReferenceOne(
-        targetDocument: Documents\Item::class,
-        cascade: 'all',
-        discriminatorField: 'type',
-        discriminatorMap: [
-            'book' => Documents\BookItem::class,
-            'song' => Documents\SongItem::class,
-        ],
-        defaultDiscriminatorValue: 'book'
-    )
-    private $cart;
+    class User
+    {
+        #[ReferenceOne(
+            targetDocument: Documents\Item::class,
+            cascade: 'all',
+            discriminatorField: 'type',
+            discriminatorMap: [
+                'book' => Documents\BookItem::class,
+                'song' => Documents\SongItem::class,
+            ],
+            defaultDiscriminatorValue: 'book'
+        )]
+        private $cart;
+    }
 
 #[SearchIndex]
 --------------
@@ -1115,9 +1144,12 @@ Alias of `#[Index]`_, with the ``unique`` option set by default.
 
     <?php
 
-    #[Field(type: 'string')]
-    #[UniqueIndex]
-    private $email;
+    class User
+    {
+        #[Field(type: 'string')]
+        #[UniqueIndex]
+        private $email;
+    }
 
 .. _attributes_reference_version:
 
@@ -1222,9 +1254,12 @@ combined with `#[Id]`_. Following ODM types can be used for versioning: ``int``,
 
     <?php
 
-    #[Field(type: 'int')]
-    #[Version]
-    private $version;
+    class Thing
+    {
+        #[Field(type: 'int')]
+        #[Version]
+        private $version;
+    }
 
 By default, Doctrine ODM updates :ref:`embed-many <embed_many>` and
 :ref:`reference-many <reference_many>` collections in separate write operations,
diff --git a/docs/en/reference/basic-mapping.rst b/docs/en/reference/basic-mapping.rst
index fc10f9c31..8edc1955d 100644
--- a/docs/en/reference/basic-mapping.rst
+++ b/docs/en/reference/basic-mapping.rst
@@ -342,7 +342,7 @@ as an option for the ``CUSTOM`` strategy:
         #[Document]
         class MyPersistentClass
         {
-            #[Id(strategy: 'CUSTOM', type: 'string', options: ['class' => 'Vendor\\Specific\\Generator'])]
+            #[Id(strategy: 'CUSTOM', type: 'string', options: ['class' => \Vendor\Specific\Generator::class])]
             private $id;
 
             public function setId(string $id): void
@@ -445,7 +445,6 @@ the collection. Here is an example:
     #[Document(collection: 'my_documents')]
     #[DiscriminatorField('type')]
     #[DiscriminatorMap(['article' => Article::class, 'album' => Album::class])]
-     */
     class Article
     {
         // ...
diff --git a/docs/en/reference/complex-references.rst b/docs/en/reference/complex-references.rst
index f0cdd0edb..cd18580aa 100644
--- a/docs/en/reference/complex-references.rst
+++ b/docs/en/reference/complex-references.rst
@@ -43,7 +43,7 @@ querying by the BlogPost's ID.
              mappedBy: 'blogPost',
              sort: ['date' => 'desc'],
              limit: 5,
-        )
+        )]
         private $last5Comments;
     }
 
@@ -63,12 +63,15 @@ following example:
 
     <?php
 
-    #[ReferenceOne(
-         targetDocument: Comment::class,
-         mappedBy: 'blogPost',
-         sort: ['date' => 'desc']
-    )
-    private $lastComment;
+    class BlogPost
+    {
+        #[ReferenceOne(
+             targetDocument: Comment::class,
+             mappedBy: 'blogPost',
+             sort: ['date' => 'desc']
+        )]
+        private $lastComment;
+    }
 
 ``criteria`` Example
 --------------------
@@ -81,12 +84,15 @@ administrators:
 
     <?php
 
-    #[ReferenceMany(
-         targetDocument: Comment::class,
-         mappedBy: 'blogPost',
-         criteria: ['isByAdmin' => true]
-    )]
-    private $commentsByAdmin;
+    class BlogPost
+    {
+        #[ReferenceMany(
+             targetDocument: Comment::class,
+             mappedBy: 'blogPost',
+             criteria: ['isByAdmin' => true]
+        )]
+        private $commentsByAdmin;
+    }
 
 ``repositoryMethod`` Example
 ----------------------------
@@ -98,12 +104,15 @@ call on the Comment repository class to populate the reference.
 
     <?php
 
-    #[ReferenceMany(
-         targetDocument: Comment::class,
-         mappedBy: 'blogPost',
-         repositoryMethod: 'findSomeComments',
-    )]
-    private $someComments;
+    class BlogPost
+    {
+        #[ReferenceMany(
+             targetDocument: Comment::class,
+             mappedBy: 'blogPost',
+             repositoryMethod: 'findSomeComments',
+        )]
+        private $someComments;
+    }
 
 The ``Comment`` class will need to have a custom repository class configured:
 
@@ -133,7 +142,7 @@ is called to populate the reference, Doctrine will provide the Blogpost instance
         public function findSomeComments(BlogPost $blogPost): Iterator
         {
             return $this->createQueryBuilder()
-                ->field('blogPost')->references($blogPost);
+                ->field('blogPost')->references($blogPost)
                 ->getQuery()->execute();
         }
     }
diff --git a/docs/en/reference/custom-collections.rst b/docs/en/reference/custom-collections.rst
index f00b7b96b..29e2db869 100644
--- a/docs/en/reference/custom-collections.rst
+++ b/docs/en/reference/custom-collections.rst
@@ -62,8 +62,8 @@ and ensuring that your custom class is initialized in the owning class' construc
         // ...
 
         #[EmbedMany(
-            collectionClass: SectionCollection::class
-            targetDocument: Section::class
+            collectionClass: SectionCollection::class,
+            targetDocument: Section::class,
         )]
         private $sections;
 
diff --git a/docs/en/reference/events.rst b/docs/en/reference/events.rst
index b82693d19..3a913146e 100644
--- a/docs/en/reference/events.rst
+++ b/docs/en/reference/events.rst
@@ -356,18 +356,21 @@ transaction and will see data that has not been committed yet.
 
     <?php
 
-    public function someEventListener(\Doctrine\ODM\MongoDB\Event\LifecycleEventArgs $eventArgs): void
+    class EventTest
     {
-        // To check if a transaction is active:
-        if ($eventArgs->isInTransaction()) {
-            // Do something
-        }
+        public function someEventListener(\Doctrine\ODM\MongoDB\Event\LifecycleEventArgs $eventArgs): void
+        {
+            // To check if a transaction is active:
+            if ($eventArgs->isInTransaction()) {
+                // Do something
+            }
 
-        // Pass the session to any query you execute
-        $eventArgs->getDocumentManager()->createQueryBuilder(User::class)
-            // Query logic
-            ->getQuery(['session' => $eventArgs->session])
-            ->execute();
+            // Pass the session to any query you execute
+            $eventArgs->getDocumentManager()->createQueryBuilder(User::class)
+                // Query logic
+                ->getQuery(['session' => $eventArgs->session])
+                ->execute();
+        }
     }
 
 .. note::
diff --git a/docs/en/reference/indexes.rst b/docs/en/reference/indexes.rst
index 07b300f9d..260833f0f 100644
--- a/docs/en/reference/indexes.rst
+++ b/docs/en/reference/indexes.rst
@@ -83,7 +83,7 @@ Unique Index
             public $id;
 
             #[Field(type: 'string')]
-            #[Index(unique:true, order: 'asc')]
+            #[Index(unique: true, order: 'asc')]
             public $username;
         }
 
diff --git a/docs/en/reference/introduction.rst b/docs/en/reference/introduction.rst
index 5a36ae278..e3ac57692 100644
--- a/docs/en/reference/introduction.rst
+++ b/docs/en/reference/introduction.rst
@@ -431,7 +431,7 @@ more paths) and register the attributes for the driver:
 
     $config->setMetadataDriverImpl(AttributeDriver::create(__DIR__ . '/Documents'));
 
-    require_once __DIR__ . '/vendor/autoload.php');
+    require_once __DIR__ . '/vendor/autoload.php';
 
 At this point, we have everything necessary to construct a ``DocumentManager``:
 
diff --git a/docs/en/reference/reference-mapping.rst b/docs/en/reference/reference-mapping.rst
index 1862cdf0b..6c2a3a7b7 100644
--- a/docs/en/reference/reference-mapping.rst
+++ b/docs/en/reference/reference-mapping.rst
@@ -321,9 +321,7 @@ referenced documents. You must explicitly enable this functionality:
 
         <?php
 
-        /**
-         * @ReferenceOne(targetDocument=Profile::class, cascade={"persist"})
-         */
+        #[ReferenceOne(targetDocument: Profile::class, cascade: ['persist'])]
         private $profile;
 
     .. code-block:: xml
diff --git a/docs/en/reference/storing-files-with-gridfs.rst b/docs/en/reference/storing-files-with-gridfs.rst
index 31b0d1531..6a63ff15f 100644
--- a/docs/en/reference/storing-files-with-gridfs.rst
+++ b/docs/en/reference/storing-files-with-gridfs.rst
@@ -44,7 +44,7 @@ Mapping documents as GridFS files
     use Doctrine\ODM\MongoDB\Mapping\Annotations\File;
     use Doctrine\ODM\MongoDB\Mapping\Annotations\Id;
 
-    #[File(bucketName='image')]
+    #[File(bucketName: 'image')]
     class Image
     {
         #[Id]
@@ -219,7 +219,7 @@ uploading:
     $stream = fopen('tmp/path/to/copy', 'w+');
     try {
         $repository->downloadToStream($file->getId(), $stream);
-    finally {
+    } finally {
         fclose($stream);
     }
 
@@ -246,7 +246,7 @@ a stream from where you can read file contents:
     $stream = $repository->openDownloadStream($file->getId());
     try {
         $contents = stream_get_contents($stream);
-    finally {
+    } finally {
         fclose($stream);
     }
 
diff --git a/docs/en/reference/working-with-objects.rst b/docs/en/reference/working-with-objects.rst
index 7bf19ef68..03624c0ae 100644
--- a/docs/en/reference/working-with-objects.rst
+++ b/docs/en/reference/working-with-objects.rst
@@ -521,7 +521,7 @@ simple example:
     // All users with an age between 20 and 30 (inclusive).
     $qb = $dm->createQueryBuilder(User::class)
         ->field('age')->range(20, 30);
-    $q = $qb->getQuery()
+    $q = $qb->getQuery();
     $users = $q->execute();
 
 By Reference