--- ../tests/unit/DocBlock/StandardTagFactoryTest.php	2026-07-05 16:44:42.331371679 +0300
+++ ../tests/unit/DocBlock/StandardTagFactoryTest.php	2026-07-05 16:46:43.627795685 +0300
@@ -44,6 +44,7 @@
 use phpDocumentor\Reflection\TypeResolver;
 use phpDocumentor\Reflection\Types\Context;
 use PHPUnit\Framework\TestCase;
+use PHPUnit\Framework\Attributes\DataProvider;
 
 /**
  * @coversDefaultClass \phpDocumentor\Reflection\DocBlock\StandardTagFactory
@@ -464,9 +465,7 @@
         $this->assertSame('deprecated', $tag->getName());
     }
 
-    /**
-     * @dataProvider validTagProvider
-     */
+    #[DataProvider('validTagProvider')]
     public function testValidFormattedTags(string $input, string $tagName, string $render): void
     {
         $fqsenResolver = m::mock(FqsenResolver::class);
@@ -482,7 +481,7 @@
      * @return string[][]
      * @phpstan-return array<string, array<int, string>>
      */
-    public function validTagProvider(): array
+    public static function validTagProvider(): array
     {
         //rendered result is adding a space, because the tags are not rendered properly.
         return [
@@ -534,9 +533,7 @@
         ];
     }
 
-    /**
-     * @dataProvider invalidTagProvider
-     */
+    #[DataProvider('invalidTagProvider')]
     public function testInValidFormattedTags(string $input): void
     {
         $this->expectException(InvalidArgumentException::class);
@@ -550,7 +547,7 @@
      * @return string[][]
      * @phpstan-return list<array<int, string>>
      */
-    public function invalidTagProvider(): array
+    public static function invalidTagProvider(): array
     {
         return [
             ['@tag[invalid]'],
@@ -560,9 +557,8 @@
 
     /**
      * @param class-string $expectedClass
-     *
-     * @dataProvider provideCreateWithTagWithTypesData
      */
+    #[DataProvider('provideCreateWithTagWithTypesData')]
     public function testCreateWithTagWithTypes(string $input, string $expectedClass): void
     {
         $tagFactory = StandardTagFactory::createInstance(new FqsenResolver());