diff --git a/README.md b/README.md
index d08d2e64f4a1f..3685509cbce17 100644
--- a/README.md
+++ b/README.md
@@ -2232,27 +2232,6 @@ target-version = "py37"
 
 ---
 
-#### [`task-tags`](#task-tags)
-
-A list of task tags to recognize (e.g., "TODO", "FIXME", "XXX").
-
-Comments starting with these tags will be ignored by commented-out code
-detection (`ERA`), and skipped by line-length checks (`E501`) if
-`ignore-overlong-task-comments` is set to `true`.
-
-**Default value**: `["TODO", "FIXME", "XXX"]`
-
-**Type**: `Vec<String>`
-
-**Example usage**:
-
-```toml
-[tool.ruff]
-task-tags = ["HACK"]
-```
-
----
-
 #### [`unfixable`](#unfixable)
 
 A list of check code prefixes to consider un-autofix-able.
@@ -3036,27 +3015,6 @@ staticmethod-decorators = ["staticmethod", "stcmthd"]
 
 ---
 
-### `pycodestyle`
-
-#### [`ignore-overlong-task-comments`](#ignore-overlong-task-comments)
-
-Whether or not line-length checks (`E501`) should be triggered for
-comments starting with `task-tags` (by default: ["TODO", "FIXME",
-and "XXX"]).
-
-**Default value**: `false`
-
-**Type**: `bool`
-
-**Example usage**:
-
-```toml
-[tool.ruff.pycodestyle]
-ignore-overlong-task-comments = true
-```
-
----
-
 ### `pydocstyle`
 
 #### [`convention`](#convention)
diff --git a/flake8_to_ruff/src/converter.rs b/flake8_to_ruff/src/converter.rs
index a8c3913d1224c..11541998168b8 100644
--- a/flake8_to_ruff/src/converter.rs
+++ b/flake8_to_ruff/src/converter.rs
@@ -390,7 +390,6 @@ mod tests {
             src: None,
             target_version: None,
             unfixable: None,
-            task_tags: None,
             update_check: None,
             flake8_annotations: None,
             flake8_bandit: None,
@@ -404,7 +403,6 @@ mod tests {
             isort: None,
             mccabe: None,
             pep8_naming: None,
-            pycodestyle: None,
             pydocstyle: None,
             pyupgrade: None,
         });
@@ -453,7 +451,6 @@ mod tests {
             src: None,
             target_version: None,
             unfixable: None,
-            task_tags: None,
             update_check: None,
             flake8_annotations: None,
             flake8_bandit: None,
@@ -467,7 +464,6 @@ mod tests {
             isort: None,
             mccabe: None,
             pep8_naming: None,
-            pycodestyle: None,
             pydocstyle: None,
             pyupgrade: None,
         });
@@ -516,7 +512,6 @@ mod tests {
             src: None,
             target_version: None,
             unfixable: None,
-            task_tags: None,
             update_check: None,
             flake8_annotations: None,
             flake8_bandit: None,
@@ -530,7 +525,6 @@ mod tests {
             isort: None,
             mccabe: None,
             pep8_naming: None,
-            pycodestyle: None,
             pydocstyle: None,
             pyupgrade: None,
         });
@@ -579,7 +573,6 @@ mod tests {
             src: None,
             target_version: None,
             unfixable: None,
-            task_tags: None,
             update_check: None,
             flake8_annotations: None,
             flake8_bandit: None,
@@ -593,7 +586,6 @@ mod tests {
             isort: None,
             mccabe: None,
             pep8_naming: None,
-            pycodestyle: None,
             pydocstyle: None,
             pyupgrade: None,
         });
@@ -642,7 +634,6 @@ mod tests {
             src: None,
             target_version: None,
             unfixable: None,
-            task_tags: None,
             update_check: None,
             flake8_annotations: None,
             flake8_bandit: None,
@@ -661,7 +652,6 @@ mod tests {
             isort: None,
             mccabe: None,
             pep8_naming: None,
-            pycodestyle: None,
             pydocstyle: None,
             pyupgrade: None,
         });
@@ -714,7 +704,6 @@ mod tests {
             src: None,
             target_version: None,
             unfixable: None,
-            task_tags: None,
             update_check: None,
             flake8_annotations: None,
             flake8_bandit: None,
@@ -728,7 +717,6 @@ mod tests {
             isort: None,
             mccabe: None,
             pep8_naming: None,
-            pycodestyle: None,
             pydocstyle: Some(pydocstyle::settings::Options {
                 convention: Some(Convention::Numpy),
             }),
@@ -780,7 +768,6 @@ mod tests {
             src: None,
             target_version: None,
             unfixable: None,
-            task_tags: None,
             update_check: None,
             flake8_annotations: None,
             flake8_bandit: None,
@@ -799,7 +786,6 @@ mod tests {
             isort: None,
             mccabe: None,
             pep8_naming: None,
-            pycodestyle: None,
             pydocstyle: None,
             pyupgrade: None,
         });
diff --git a/resources/test/fixtures/pycodestyle/E501_1.py b/resources/test/fixtures/pycodestyle/E501_1.py
deleted file mode 100644
index 6c9e62fa81a0d..0000000000000
--- a/resources/test/fixtures/pycodestyle/E501_1.py
+++ /dev/null
@@ -1,6 +0,0 @@
-# TODO: comments starting with one of the configured task-tags sometimes are longer than line-length so that you can easily find them with `git grep`
-# TODO comments starting with one of the configured task-tags sometimes are longer than line-length so that you can easily find them with `git grep`
-#     TODO    comments starting with one of the configured task-tags sometimes are longer than line-length so that you can easily find them with `git grep`
-# FIXME: comments starting with one of the configured task-tags sometimes are longer than line-length so that you can easily find them with `git grep`
-# FIXME comments starting with one of the configured task-tags sometimes are longer than line-length so that you can easily find them with `git grep`
-#     FIXME    comments starting with one of the configured task-tags sometimes are longer than line-length so that you can easily find them with `git grep`
diff --git a/ruff.schema.json b/ruff.schema.json
index 2b97da8dc75bb..fab5b52b0e6d3 100644
--- a/ruff.schema.json
+++ b/ruff.schema.json
@@ -299,17 +299,6 @@
         }
       }
     },
-    "pycodestyle": {
-      "description": "Options for the `pycodestyle` plugin.",
-      "anyOf": [
-        {
-          "$ref": "#/definitions/Pycodestyle"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
     "pydocstyle": {
       "description": "Options for the `pydocstyle` plugin.",
       "anyOf": [
@@ -388,16 +377,6 @@
         }
       ]
     },
-    "task-tags": {
-      "description": "A list of task tags to recognize (e.g., \"TODO\", \"FIXME\", \"XXX\").\n\nComments starting with these tags will be ignored by commented-out code detection (`ERA`), and skipped by line-length checks (`E501`) if `ignore-overlong-task-comments` is set to `true`.",
-      "type": [
-        "array",
-        "null"
-      ],
-      "items": {
-        "type": "string"
-      }
-    },
     "unfixable": {
       "description": "A list of check code prefixes to consider un-autofix-able.",
       "type": [
@@ -1508,19 +1487,6 @@
       },
       "additionalProperties": false
     },
-    "Pycodestyle": {
-      "type": "object",
-      "properties": {
-        "ignore-overlong-task-comments": {
-          "description": "Whether or not line-length checks (`E501`) should be triggered for comments starting with `task-tags` (by default: [\"TODO\", \"FIXME\", and \"XXX\"]).",
-          "type": [
-            "boolean",
-            "null"
-          ]
-        }
-      },
-      "additionalProperties": false
-    },
     "Pydocstyle": {
       "type": "object",
       "properties": {
diff --git a/src/checkers/lines.rs b/src/checkers/lines.rs
index 6cd8d5397fa35..2d244ef932795 100644
--- a/src/checkers/lines.rs
+++ b/src/checkers/lines.rs
@@ -57,7 +57,7 @@ pub fn check_lines(
         }
 
         if enforce_line_too_long {
-            if let Some(check) = line_too_long(index, line, settings) {
+            if let Some(check) = line_too_long(index, line, settings.line_length) {
                 checks.push(check);
             }
         }
diff --git a/src/eradicate/checks.rs b/src/eradicate/checks.rs
index a47604a769a23..5cefb29b3a6e8 100644
--- a/src/eradicate/checks.rs
+++ b/src/eradicate/checks.rs
@@ -31,7 +31,7 @@ pub fn commented_out_code(
     let line = locator.slice_source_code_range(&Range::new(location, end_location));
 
     // Verify that the comment is on its own line, and that it contains code.
-    if is_standalone_comment(&line) && comment_contains_code(&line, &settings.task_tags[..]) {
+    if is_standalone_comment(&line) && comment_contains_code(&line) {
         let mut check = Check::new(CheckKind::CommentedOutCode, Range::new(start, end));
         if matches!(autofix, flags::Autofix::Enabled)
             && settings.fixable.contains(&CheckCode::ERA001)
diff --git a/src/eradicate/detection.rs b/src/eradicate/detection.rs
index 68b996549e779..4d368f9800cad 100644
--- a/src/eradicate/detection.rs
+++ b/src/eradicate/detection.rs
@@ -4,7 +4,7 @@ use regex::Regex;
 
 static ALLOWLIST_REGEX: Lazy<Regex> = Lazy::new(|| {
     Regex::new(
-        r"^(?i)(?:pylint|pyright|noqa|nosec|type:\s*ignore|fmt:\s*(on|off)|isort:\s*(on|off|skip|skip_file|split|dont-add-imports(:\s*\[.*?])?))"
+        r"^(?i)(?:pylint|pyright|noqa|nosec|type:\s*ignore|fmt:\s*(on|off)|isort:\s*(on|off|skip|skip_file|split|dont-add-imports(:\s*\[.*?])?)|TODO|FIXME|XXX)"
     ).unwrap()
 });
 static BRACKET_REGEX: Lazy<Regex> = Lazy::new(|| Regex::new(r"^[()\[\]{}\s]+$").unwrap());
@@ -30,7 +30,7 @@ static PARTIAL_DICTIONARY_REGEX: Lazy<Regex> =
 static PRINT_RETURN_REGEX: Lazy<Regex> = Lazy::new(|| Regex::new(r"^(print|return)\b\s*").unwrap());
 
 /// Returns `true` if a comment contains Python code.
-pub fn comment_contains_code(line: &str, task_tags: &[String]) -> bool {
+pub fn comment_contains_code(line: &str) -> bool {
     let line = if let Some(line) = line.trim().strip_prefix('#') {
         line.trim()
     } else {
@@ -47,12 +47,6 @@ pub fn comment_contains_code(line: &str, task_tags: &[String]) -> bool {
         return false;
     }
 
-    if let Some(first) = line.split(&[' ', ':']).next() {
-        if task_tags.iter().any(|tag| tag == first) {
-            return false;
-        }
-    }
-
     if CODING_COMMENT_REGEX.is_match(line) {
         return false;
     }
@@ -103,166 +97,142 @@ mod tests {
 
     #[test]
     fn comment_contains_code_basic() {
-        assert!(comment_contains_code("# x = 1", &[]));
-        assert!(comment_contains_code("#from foo import eradicate", &[]));
-        assert!(comment_contains_code("#import eradicate", &[]));
-        assert!(comment_contains_code(r#"#"key": value,"#, &[]));
-        assert!(comment_contains_code(r#"#"key": "value","#, &[]));
-        assert!(comment_contains_code(r#"#"key": 1 + 1,"#, &[]));
-        assert!(comment_contains_code("#'key': 1 + 1,", &[]));
-        assert!(comment_contains_code(r#"#"key": {"#, &[]));
-        assert!(comment_contains_code("#}", &[]));
-        assert!(comment_contains_code("#} )]", &[]));
-
-        assert!(!comment_contains_code("#", &[]));
-        assert!(!comment_contains_code("# This is a (real) comment.", &[]));
-        assert!(!comment_contains_code("# 123", &[]));
-        assert!(!comment_contains_code("# 123.1", &[]));
-        assert!(!comment_contains_code("# 1, 2, 3", &[]));
-        assert!(!comment_contains_code("x = 1  # x = 1", &[]));
-        assert!(!comment_contains_code(
-            "# pylint: disable=redefined-outer-name",
-            &[]
-        ),);
+        assert!(comment_contains_code("# x = 1"));
+        assert!(comment_contains_code("#from foo import eradicate"));
+        assert!(comment_contains_code("#import eradicate"));
+        assert!(comment_contains_code(r#"#"key": value,"#));
+        assert!(comment_contains_code(r#"#"key": "value","#));
+        assert!(comment_contains_code(r#"#"key": 1 + 1,"#));
+        assert!(comment_contains_code("#'key': 1 + 1,"));
+        assert!(comment_contains_code(r#"#"key": {"#));
+        assert!(comment_contains_code("#}"));
+        assert!(comment_contains_code("#} )]"));
+
+        assert!(!comment_contains_code("#"));
+        assert!(!comment_contains_code("# This is a (real) comment."));
+        assert!(!comment_contains_code("# 123"));
+        assert!(!comment_contains_code("# 123.1"));
+        assert!(!comment_contains_code("# 1, 2, 3"));
+        assert!(!comment_contains_code("x = 1  # x = 1"));
         assert!(!comment_contains_code(
-            "# Issue #999: This is not code",
-            &[]
+            "# pylint: disable=redefined-outer-name"
         ));
+        assert!(!comment_contains_code("# Issue #999: This is not code"));
 
         // TODO(charlie): This should be `true` under aggressive mode.
-        assert!(!comment_contains_code("#},", &[]));
+        assert!(!comment_contains_code("#},"));
     }
 
     #[test]
     fn comment_contains_code_with_print() {
-        assert!(comment_contains_code("#print", &[]));
-        assert!(comment_contains_code("#print(1)", &[]));
-        assert!(comment_contains_code("#print 1", &[]));
+        assert!(comment_contains_code("#print"));
+        assert!(comment_contains_code("#print(1)"));
+        assert!(comment_contains_code("#print 1"));
 
-        assert!(!comment_contains_code("#to print", &[]));
+        assert!(!comment_contains_code("#to print"));
     }
 
     #[test]
     fn comment_contains_code_with_return() {
-        assert!(comment_contains_code("#return x", &[]));
+        assert!(comment_contains_code("#return x"));
 
-        assert!(!comment_contains_code("#to print", &[]));
+        assert!(!comment_contains_code("#to print"));
     }
 
     #[test]
     fn comment_contains_code_with_multiline() {
-        assert!(comment_contains_code("#else:", &[]));
-        assert!(comment_contains_code("#  else  :  ", &[]));
-        assert!(comment_contains_code(r#"# "foo %d" % \\"#, &[]));
-        assert!(comment_contains_code("#elif True:", &[]));
-        assert!(comment_contains_code("#x = foo(", &[]));
-        assert!(comment_contains_code("#except Exception:", &[]));
-
-        assert!(!comment_contains_code("# this is = to that :(", &[]));
-        assert!(!comment_contains_code("#else", &[]));
-        assert!(!comment_contains_code("#or else:", &[]));
-        assert!(!comment_contains_code("#else True:", &[]));
+        assert!(comment_contains_code("#else:"));
+        assert!(comment_contains_code("#  else  :  "));
+        assert!(comment_contains_code(r#"# "foo %d" % \\"#));
+        assert!(comment_contains_code("#elif True:"));
+        assert!(comment_contains_code("#x = foo("));
+        assert!(comment_contains_code("#except Exception:"));
+
+        assert!(!comment_contains_code("# this is = to that :("));
+        assert!(!comment_contains_code("#else"));
+        assert!(!comment_contains_code("#or else:"));
+        assert!(!comment_contains_code("#else True:"));
 
         // Unpacking assignments
         assert!(comment_contains_code(
-            "# user_content_type, _ = TimelineEvent.objects.using(db_alias).get_or_create(",
-            &[]
-        ),);
+            "# user_content_type, _ = TimelineEvent.objects.using(db_alias).get_or_create("
+        ));
         assert!(comment_contains_code(
-            "# (user_content_type, _) = TimelineEvent.objects.using(db_alias).get_or_create(",
-            &[]
-        ),);
+            "# (user_content_type, _) = TimelineEvent.objects.using(db_alias).get_or_create("
+        ));
         assert!(comment_contains_code(
-            "# ( user_content_type , _ )= TimelineEvent.objects.using(db_alias).get_or_create(",
-            &[]
+            "# ( user_content_type , _ )= TimelineEvent.objects.using(db_alias).get_or_create("
         ));
         assert!(comment_contains_code(
-            "#     app_label=\"core\", model=\"user\"",
-            &[]
+            "#     app_label=\"core\", model=\"user\""
         ));
-        assert!(comment_contains_code("# )", &[]));
+        assert!(comment_contains_code("# )"));
 
         // TODO(charlie): This should be `true` under aggressive mode.
-        assert!(!comment_contains_code("#def foo():", &[]));
+        assert!(!comment_contains_code("#def foo():"));
     }
 
     #[test]
     fn comment_contains_code_with_sentences() {
-        assert!(!comment_contains_code("#code is good", &[]));
+        assert!(!comment_contains_code("#code is good"));
     }
 
     #[test]
     fn comment_contains_code_with_encoding() {
-        assert!(comment_contains_code("# codings=utf-8", &[]));
+        assert!(comment_contains_code("# codings=utf-8"));
 
-        assert!(!comment_contains_code("# coding=utf-8", &[]));
-        assert!(!comment_contains_code("#coding= utf-8", &[]));
-        assert!(!comment_contains_code("# coding: utf-8", &[]));
-        assert!(!comment_contains_code("# encoding: utf8", &[]));
+        assert!(!comment_contains_code("# coding=utf-8"));
+        assert!(!comment_contains_code("#coding= utf-8"));
+        assert!(!comment_contains_code("# coding: utf-8"));
+        assert!(!comment_contains_code("# encoding: utf8"));
     }
 
     #[test]
     fn comment_contains_code_with_default_allowlist() {
-        assert!(!comment_contains_code("# pylint: disable=A0123", &[]));
-        assert!(!comment_contains_code("# pylint:disable=A0123", &[]));
-        assert!(!comment_contains_code("# pylint: disable = A0123", &[]));
-        assert!(!comment_contains_code("# pylint:disable = A0123", &[]));
-        assert!(!comment_contains_code(
-            "# pyright: reportErrorName=true",
-            &[]
-        ));
-        assert!(!comment_contains_code("# noqa", &[]));
-        assert!(!comment_contains_code("# NOQA", &[]));
-        assert!(!comment_contains_code("# noqa: A123", &[]));
-        assert!(!comment_contains_code("# noqa:A123", &[]));
-        assert!(!comment_contains_code("# nosec", &[]));
-        assert!(!comment_contains_code("# fmt: on", &[]));
-        assert!(!comment_contains_code("# fmt: off", &[]));
-        assert!(!comment_contains_code("# fmt:on", &[]));
-        assert!(!comment_contains_code("# fmt:off", &[]));
-        assert!(!comment_contains_code("# isort: on", &[]));
-        assert!(!comment_contains_code("# isort:on", &[]));
-        assert!(!comment_contains_code("# isort: off", &[]));
-        assert!(!comment_contains_code("# isort:off", &[]));
-        assert!(!comment_contains_code("# isort: skip", &[]));
-        assert!(!comment_contains_code("# isort:skip", &[]));
-        assert!(!comment_contains_code("# isort: skip_file", &[]));
-        assert!(!comment_contains_code("# isort:skip_file", &[]));
-        assert!(!comment_contains_code("# isort: split", &[]));
-        assert!(!comment_contains_code("# isort:split", &[]));
-        assert!(!comment_contains_code("# isort: dont-add-imports", &[]));
-        assert!(!comment_contains_code("# isort:dont-add-imports", &[]));
-        assert!(!comment_contains_code(
-            "# isort: dont-add-imports: [\"import os\"]",
-            &[]
-        ));
-        assert!(!comment_contains_code(
-            "# isort:dont-add-imports: [\"import os\"]",
-            &[]
-        ));
-        assert!(!comment_contains_code(
-            "# isort: dont-add-imports:[\"import os\"]",
-            &[]
-        ));
+        assert!(!comment_contains_code("# pylint: disable=A0123"));
+        assert!(!comment_contains_code("# pylint:disable=A0123"));
+        assert!(!comment_contains_code("# pylint: disable = A0123"));
+        assert!(!comment_contains_code("# pylint:disable = A0123"));
+        assert!(!comment_contains_code("# pyright: reportErrorName=true"));
+        assert!(!comment_contains_code("# noqa"));
+        assert!(!comment_contains_code("# NOQA"));
+        assert!(!comment_contains_code("# noqa: A123"));
+        assert!(!comment_contains_code("# noqa:A123"));
+        assert!(!comment_contains_code("# nosec"));
+        assert!(!comment_contains_code("# fmt: on"));
+        assert!(!comment_contains_code("# fmt: off"));
+        assert!(!comment_contains_code("# fmt:on"));
+        assert!(!comment_contains_code("# fmt:off"));
+        assert!(!comment_contains_code("# isort: on"));
+        assert!(!comment_contains_code("# isort:on"));
+        assert!(!comment_contains_code("# isort: off"));
+        assert!(!comment_contains_code("# isort:off"));
+        assert!(!comment_contains_code("# isort: skip"));
+        assert!(!comment_contains_code("# isort:skip"));
+        assert!(!comment_contains_code("# isort: skip_file"));
+        assert!(!comment_contains_code("# isort:skip_file"));
+        assert!(!comment_contains_code("# isort: split"));
+        assert!(!comment_contains_code("# isort:split"));
+        assert!(!comment_contains_code("# isort: dont-add-imports"));
+        assert!(!comment_contains_code("# isort:dont-add-imports"));
         assert!(!comment_contains_code(
-            "# isort:dont-add-imports:[\"import os\"]",
-            &[]
+            "# isort: dont-add-imports: [\"import os\"]"
         ));
-        assert!(!comment_contains_code("# type: ignore", &[]));
-        assert!(!comment_contains_code("# type:ignore", &[]));
-        assert!(!comment_contains_code("# type: ignore[import]", &[]));
-        assert!(!comment_contains_code("# type:ignore[import]", &[]));
         assert!(!comment_contains_code(
-            "# TODO: Do that",
-            &["TODO".to_string()]
+            "# isort:dont-add-imports: [\"import os\"]"
         ));
         assert!(!comment_contains_code(
-            "# FIXME: Fix that",
-            &["FIXME".to_string()]
+            "# isort: dont-add-imports:[\"import os\"]"
         ));
         assert!(!comment_contains_code(
-            "# XXX: What ever",
-            &["XXX".to_string()]
+            "# isort:dont-add-imports:[\"import os\"]"
         ));
+        assert!(!comment_contains_code("# type: ignore"));
+        assert!(!comment_contains_code("# type:ignore"));
+        assert!(!comment_contains_code("# type: ignore[import]"));
+        assert!(!comment_contains_code("# type:ignore[import]"));
+        assert!(!comment_contains_code("# TODO: Do that"));
+        assert!(!comment_contains_code("# FIXME: Fix that"));
+        assert!(!comment_contains_code("# XXX: What ever"));
     }
 }
diff --git a/src/lib_wasm.rs b/src/lib_wasm.rs
index bf9257f926714..30a0eabe5fa80 100644
--- a/src/lib_wasm.rs
+++ b/src/lib_wasm.rs
@@ -18,7 +18,7 @@ use crate::source_code_style::SourceCodeStyleDetector;
 use crate::{
     directives, flake8_annotations, flake8_bandit, flake8_bugbear, flake8_errmsg,
     flake8_import_conventions, flake8_pytest_style, flake8_quotes, flake8_tidy_imports,
-    flake8_unused_arguments, isort, mccabe, pep8_naming, pycodestyle, pydocstyle, pyupgrade,
+    flake8_unused_arguments, isort, mccabe, pep8_naming, pydocstyle, pyupgrade,
 };
 
 const VERSION: &str = env!("CARGO_PKG_VERSION");
@@ -112,7 +112,6 @@ pub fn defaultSettings() -> Result<JsValue, JsValue> {
         show_source: None,
         src: None,
         unfixable: None,
-        task_tags: None,
         update_check: None,
         // Use default options for all plugins.
         flake8_annotations: Some(flake8_annotations::settings::Settings::default().into()),
@@ -131,7 +130,6 @@ pub fn defaultSettings() -> Result<JsValue, JsValue> {
         isort: Some(isort::settings::Settings::default().into()),
         mccabe: Some(mccabe::settings::Settings::default().into()),
         pep8_naming: Some(pep8_naming::settings::Settings::default().into()),
-        pycodestyle: Some(pycodestyle::settings::Settings::default().into()),
         pydocstyle: Some(pydocstyle::settings::Settings::default().into()),
         pyupgrade: Some(pyupgrade::settings::Settings::default().into()),
     })?)
diff --git a/src/pycodestyle/checks.rs b/src/pycodestyle/checks.rs
index d62dc13879b28..c4f5f893367be 100644
--- a/src/pycodestyle/checks.rs
+++ b/src/pycodestyle/checks.rs
@@ -8,44 +8,34 @@ use crate::ast::helpers::except_range;
 use crate::ast::types::Range;
 use crate::autofix::Fix;
 use crate::registry::{Check, CheckKind};
-use crate::settings::Settings;
 use crate::source_code_locator::SourceCodeLocator;
 
 static URL_REGEX: Lazy<Regex> = Lazy::new(|| Regex::new(r"^https?://\S+$").unwrap());
 
 /// E501
-pub fn line_too_long(lineno: usize, line: &str, settings: &Settings) -> Option<Check> {
+pub fn line_too_long(lineno: usize, line: &str, max_line_length: usize) -> Option<Check> {
     let line_length = line.chars().count();
 
-    if line_length <= settings.line_length {
+    if line_length <= max_line_length {
         return None;
     }
 
     let mut chunks = line.split_whitespace();
-    let (Some(first), Some(second)) = (chunks.next(), chunks.next()) else {
+    let (Some(first), Some(_)) = (chunks.next(), chunks.next()) else {
         // Single word / no printable chars - no way to make the line shorter
         return None;
     };
 
-    if first == "#" {
-        if settings.pycodestyle.ignore_overlong_task_comments {
-            let second = second.trim_end_matches(':');
-            if settings.task_tags.iter().any(|tag| tag == second) {
-                return None;
-            }
-        }
-
-        // Do not enforce the line length for commented lines that end with a URL
-        // or contain only a single word.
-        if chunks.last().map_or(true, |c| URL_REGEX.is_match(c)) {
-            return None;
-        }
+    // Do not enforce the line length for commented lines that end with a URL
+    // or contain only a single word.
+    if first == "#" && chunks.last().map_or(true, |c| URL_REGEX.is_match(c)) {
+        return None;
     }
 
     Some(Check::new(
-        CheckKind::LineTooLong(line_length, settings.line_length),
+        CheckKind::LineTooLong(line_length, max_line_length),
         Range::new(
-            Location::new(lineno + 1, settings.line_length),
+            Location::new(lineno + 1, max_line_length),
             Location::new(lineno + 1, line_length),
         ),
     ))
diff --git a/src/pycodestyle/mod.rs b/src/pycodestyle/mod.rs
index 49ee8db613090..8027c14f3950e 100644
--- a/src/pycodestyle/mod.rs
+++ b/src/pycodestyle/mod.rs
@@ -1,6 +1,5 @@
 pub mod checks;
 pub mod plugins;
-pub mod settings;
 
 #[cfg(test)]
 mod tests {
@@ -10,7 +9,6 @@ mod tests {
     use anyhow::Result;
     use test_case::test_case;
 
-    use super::settings::Settings;
     use crate::linter::test_path;
     use crate::registry::CheckCode;
     use crate::settings;
@@ -58,21 +56,4 @@ mod tests {
         insta::assert_yaml_snapshot!(checks);
         Ok(())
     }
-
-    #[test_case(false)]
-    #[test_case(true)]
-    fn task_tags(ignore_overlong_task_comments: bool) -> Result<()> {
-        let snapshot = format!("task_tags_{ignore_overlong_task_comments}");
-        let checks = test_path(
-            Path::new("./resources/test/fixtures/pycodestyle/E501_1.py"),
-            &settings::Settings {
-                pycodestyle: Settings {
-                    ignore_overlong_task_comments,
-                },
-                ..settings::Settings::for_rule(CheckCode::E501)
-            },
-        )?;
-        insta::assert_yaml_snapshot!(snapshot, checks);
-        Ok(())
-    }
 }
diff --git a/src/pycodestyle/settings.rs b/src/pycodestyle/settings.rs
deleted file mode 100644
index a64e1e4426c8b..0000000000000
--- a/src/pycodestyle/settings.rs
+++ /dev/null
@@ -1,46 +0,0 @@
-//! Settings for the `pycodestyle` plugin.
-
-use ruff_macros::ConfigurationOptions;
-use schemars::JsonSchema;
-use serde::{Deserialize, Serialize};
-
-#[derive(
-    Debug, PartialEq, Eq, Serialize, Deserialize, Default, ConfigurationOptions, JsonSchema,
-)]
-#[serde(deny_unknown_fields, rename_all = "kebab-case", rename = "Pycodestyle")]
-pub struct Options {
-    #[option(
-        default = "false",
-        value_type = "bool",
-        example = r#"
-            ignore-overlong-task-comments = true
-        "#
-    )]
-    /// Whether or not line-length checks (`E501`) should be triggered for
-    /// comments starting with `task-tags` (by default: ["TODO", "FIXME",
-    /// and "XXX"]).
-    pub ignore_overlong_task_comments: Option<bool>,
-}
-
-#[derive(Debug, Default, Hash)]
-pub struct Settings {
-    pub ignore_overlong_task_comments: bool,
-}
-
-impl From<Options> for Settings {
-    fn from(options: Options) -> Self {
-        Self {
-            ignore_overlong_task_comments: options
-                .ignore_overlong_task_comments
-                .unwrap_or_default(),
-        }
-    }
-}
-
-impl From<Settings> for Options {
-    fn from(settings: Settings) -> Self {
-        Self {
-            ignore_overlong_task_comments: Some(settings.ignore_overlong_task_comments),
-        }
-    }
-}
diff --git a/src/pycodestyle/snapshots/ruff__pycodestyle__tests__task_tags_false.snap b/src/pycodestyle/snapshots/ruff__pycodestyle__tests__task_tags_false.snap
deleted file mode 100644
index 050ba2dede7ce..0000000000000
--- a/src/pycodestyle/snapshots/ruff__pycodestyle__tests__task_tags_false.snap
+++ /dev/null
@@ -1,77 +0,0 @@
----
-source: src/pycodestyle/mod.rs
-expression: checks
----
-- kind:
-    LineTooLong:
-      - 149
-      - 88
-  location:
-    row: 1
-    column: 88
-  end_location:
-    row: 1
-    column: 149
-  fix: ~
-  parent: ~
-- kind:
-    LineTooLong:
-      - 148
-      - 88
-  location:
-    row: 2
-    column: 88
-  end_location:
-    row: 2
-    column: 148
-  fix: ~
-  parent: ~
-- kind:
-    LineTooLong:
-      - 155
-      - 88
-  location:
-    row: 3
-    column: 88
-  end_location:
-    row: 3
-    column: 155
-  fix: ~
-  parent: ~
-- kind:
-    LineTooLong:
-      - 150
-      - 88
-  location:
-    row: 4
-    column: 88
-  end_location:
-    row: 4
-    column: 150
-  fix: ~
-  parent: ~
-- kind:
-    LineTooLong:
-      - 149
-      - 88
-  location:
-    row: 5
-    column: 88
-  end_location:
-    row: 5
-    column: 149
-  fix: ~
-  parent: ~
-- kind:
-    LineTooLong:
-      - 156
-      - 88
-  location:
-    row: 6
-    column: 88
-  end_location:
-    row: 6
-    column: 156
-  fix: ~
-  parent: ~
-
diff --git a/src/pycodestyle/snapshots/ruff__pycodestyle__tests__task_tags_true.snap b/src/pycodestyle/snapshots/ruff__pycodestyle__tests__task_tags_true.snap
deleted file mode 100644
index 803588cfbe0fc..0000000000000
--- a/src/pycodestyle/snapshots/ruff__pycodestyle__tests__task_tags_true.snap
+++ /dev/null
@@ -1,6 +0,0 @@
----
-source: src/pycodestyle/mod.rs
-expression: checks
----
-[]
-
diff --git a/src/settings/configuration.rs b/src/settings/configuration.rs
index e6464b3a79796..077b119035c3b 100644
--- a/src/settings/configuration.rs
+++ b/src/settings/configuration.rs
@@ -22,7 +22,7 @@ use crate::settings::types::{
 use crate::{
     flake8_annotations, flake8_bandit, flake8_bugbear, flake8_errmsg, flake8_import_conventions,
     flake8_pytest_style, flake8_quotes, flake8_tidy_imports, flake8_unused_arguments, fs, isort,
-    mccabe, pep8_naming, pycodestyle, pydocstyle, pyupgrade,
+    mccabe, pep8_naming, pydocstyle, pyupgrade,
 };
 
 #[derive(Debug, Default)]
@@ -52,7 +52,6 @@ pub struct Configuration {
     pub src: Option<Vec<PathBuf>>,
     pub target_version: Option<PythonVersion>,
     pub unfixable: Option<Vec<CheckCodePrefix>>,
-    pub task_tags: Option<Vec<String>>,
     pub update_check: Option<bool>,
     // Plugins
     pub flake8_annotations: Option<flake8_annotations::settings::Options>,
@@ -67,7 +66,6 @@ pub struct Configuration {
     pub isort: Option<isort::settings::Options>,
     pub mccabe: Option<mccabe::settings::Options>,
     pub pep8_naming: Option<pep8_naming::settings::Options>,
-    pub pycodestyle: Option<pycodestyle::settings::Options>,
     pub pydocstyle: Option<pydocstyle::settings::Options>,
     pub pyupgrade: Option<pyupgrade::settings::Options>,
 }
@@ -152,7 +150,6 @@ impl Configuration {
                 .transpose()?,
             target_version: options.target_version,
             unfixable: options.unfixable,
-            task_tags: options.task_tags,
             update_check: options.update_check,
             // Plugins
             flake8_annotations: options.flake8_annotations,
@@ -167,7 +164,6 @@ impl Configuration {
             isort: options.isort,
             mccabe: options.mccabe,
             pep8_naming: options.pep8_naming,
-            pycodestyle: options.pycodestyle,
             pydocstyle: options.pydocstyle,
             pyupgrade: options.pyupgrade,
         })
@@ -215,7 +211,6 @@ impl Configuration {
             src: self.src.or(config.src),
             target_version: self.target_version.or(config.target_version),
             unfixable: self.unfixable.or(config.unfixable),
-            task_tags: self.task_tags.or(config.task_tags),
             update_check: self.update_check.or(config.update_check),
             // Plugins
             flake8_annotations: self.flake8_annotations.or(config.flake8_annotations),
@@ -234,7 +229,6 @@ impl Configuration {
             isort: self.isort.or(config.isort),
             mccabe: self.mccabe.or(config.mccabe),
             pep8_naming: self.pep8_naming.or(config.pep8_naming),
-            pycodestyle: self.pycodestyle.or(config.pycodestyle),
             pydocstyle: self.pydocstyle.or(config.pydocstyle),
             pyupgrade: self.pyupgrade.or(config.pyupgrade),
         }
diff --git a/src/settings/mod.rs b/src/settings/mod.rs
index f44e0f4c66405..bb37d4a84fadf 100644
--- a/src/settings/mod.rs
+++ b/src/settings/mod.rs
@@ -26,7 +26,7 @@ use crate::settings::types::{
 use crate::{
     flake8_annotations, flake8_bandit, flake8_bugbear, flake8_errmsg, flake8_import_conventions,
     flake8_pytest_style, flake8_quotes, flake8_tidy_imports, flake8_unused_arguments, isort,
-    mccabe, one_time_warning, pep8_naming, pycodestyle, pydocstyle, pyupgrade,
+    mccabe, one_time_warning, pep8_naming, pydocstyle, pyupgrade,
 };
 
 pub mod configuration;
@@ -60,7 +60,6 @@ pub struct Settings {
     pub show_source: bool,
     pub src: Vec<PathBuf>,
     pub target_version: PythonVersion,
-    pub task_tags: Vec<String>,
     pub update_check: bool,
     // Plugins
     pub flake8_annotations: flake8_annotations::settings::Settings,
@@ -75,7 +74,6 @@ pub struct Settings {
     pub isort: isort::settings::Settings,
     pub mccabe: mccabe::settings::Settings,
     pub pep8_naming: pep8_naming::settings::Settings,
-    pub pycodestyle: pycodestyle::settings::Settings,
     pub pydocstyle: pydocstyle::settings::Settings,
     pub pyupgrade: pyupgrade::settings::Settings,
 }
@@ -176,9 +174,6 @@ impl Settings {
                 .src
                 .unwrap_or_else(|| vec![project_root.to_path_buf()]),
             target_version: config.target_version.unwrap_or_default(),
-            task_tags: config.task_tags.unwrap_or_else(|| {
-                vec!["TODO".to_string(), "FIXME".to_string(), "XXX".to_string()]
-            }),
             update_check: config.update_check.unwrap_or(true),
             // Plugins
             flake8_annotations: config
@@ -229,10 +224,6 @@ impl Settings {
                 .pep8_naming
                 .map(std::convert::Into::into)
                 .unwrap_or_default(),
-            pycodestyle: config
-                .pycodestyle
-                .map(std::convert::Into::into)
-                .unwrap_or_default(),
             pydocstyle: config
                 .pydocstyle
                 .map(std::convert::Into::into)
@@ -266,7 +257,6 @@ impl Settings {
             show_source: false,
             src: vec![path_dedot::CWD.clone()],
             target_version: PythonVersion::Py310,
-            task_tags: vec!["TODO".to_string(), "FIXME".to_string()],
             update_check: false,
             flake8_annotations: flake8_annotations::settings::Settings::default(),
             flake8_bandit: flake8_bandit::settings::Settings::default(),
@@ -280,7 +270,6 @@ impl Settings {
             isort: isort::settings::Settings::default(),
             mccabe: mccabe::settings::Settings::default(),
             pep8_naming: pep8_naming::settings::Settings::default(),
-            pycodestyle: pycodestyle::settings::Settings::default(),
             pydocstyle: pydocstyle::settings::Settings::default(),
             pyupgrade: pyupgrade::settings::Settings::default(),
         }
@@ -308,7 +297,6 @@ impl Settings {
             show_source: false,
             src: vec![path_dedot::CWD.clone()],
             target_version: PythonVersion::Py310,
-            task_tags: vec!["TODO".to_string()],
             update_check: false,
             flake8_annotations: flake8_annotations::settings::Settings::default(),
             flake8_bandit: flake8_bandit::settings::Settings::default(),
@@ -322,7 +310,6 @@ impl Settings {
             isort: isort::settings::Settings::default(),
             mccabe: mccabe::settings::Settings::default(),
             pep8_naming: pep8_naming::settings::Settings::default(),
-            pycodestyle: pycodestyle::settings::Settings::default(),
             pydocstyle: pydocstyle::settings::Settings::default(),
             pyupgrade: pyupgrade::settings::Settings::default(),
         }
diff --git a/src/settings/options.rs b/src/settings/options.rs
index 2a64ce1564a14..1bf3e5761f780 100644
--- a/src/settings/options.rs
+++ b/src/settings/options.rs
@@ -10,7 +10,7 @@ use crate::settings::types::{PythonVersion, SerializationFormat, Version};
 use crate::{
     flake8_annotations, flake8_bandit, flake8_bugbear, flake8_errmsg, flake8_import_conventions,
     flake8_pytest_style, flake8_quotes, flake8_tidy_imports, flake8_unused_arguments, isort,
-    mccabe, pep8_naming, pycodestyle, pydocstyle, pyupgrade,
+    mccabe, pep8_naming, pydocstyle, pyupgrade,
 };
 
 #[derive(
@@ -339,17 +339,6 @@ pub struct Options {
     )]
     /// A list of check code prefixes to consider un-autofix-able.
     pub unfixable: Option<Vec<CheckCodePrefix>>,
-    #[option(
-        default = r#"["TODO", "FIXME", "XXX"]"#,
-        value_type = "Vec<String>",
-        example = r#"task-tags = ["HACK"]"#
-    )]
-    /// A list of task tags to recognize (e.g., "TODO", "FIXME", "XXX").
-    ///
-    /// Comments starting with these tags will be ignored by commented-out code
-    /// detection (`ERA`), and skipped by line-length checks (`E501`) if
-    /// `ignore-overlong-task-comments` is set to `true`.
-    pub task_tags: Option<Vec<String>>,
     #[option(
         default = "true",
         value_type = "bool",
@@ -395,9 +384,6 @@ pub struct Options {
     /// Options for the `pep8-naming` plugin.
     pub pep8_naming: Option<pep8_naming::settings::Options>,
     #[option_group]
-    /// Options for the `pycodestyle` plugin.
-    pub pycodestyle: Option<pycodestyle::settings::Options>,
-    #[option_group]
     /// Options for the `pydocstyle` plugin.
     pub pydocstyle: Option<pydocstyle::settings::Options>,
     #[option_group]
diff --git a/src/settings/pyproject.rs b/src/settings/pyproject.rs
index d6c0b70a4693c..1cec9e73f49fc 100644
--- a/src/settings/pyproject.rs
+++ b/src/settings/pyproject.rs
@@ -188,7 +188,6 @@ mod tests {
                     src: None,
                     target_version: None,
                     unfixable: None,
-                    task_tags: None,
                     update_check: None,
                     flake8_annotations: None,
                     flake8_bandit: None,
@@ -202,7 +201,6 @@ mod tests {
                     isort: None,
                     mccabe: None,
                     pep8_naming: None,
-                    pycodestyle: None,
                     pydocstyle: None,
                     pyupgrade: None,
                 })
@@ -244,7 +242,6 @@ line-length = 79
                     src: None,
                     target_version: None,
                     unfixable: None,
-                    task_tags: None,
                     update_check: None,
                     cache_dir: None,
                     flake8_annotations: None,
@@ -259,7 +256,6 @@ line-length = 79
                     isort: None,
                     mccabe: None,
                     pep8_naming: None,
-                    pycodestyle: None,
                     pydocstyle: None,
                     pyupgrade: None,
                 })
@@ -302,7 +298,6 @@ exclude = ["foo.py"]
                     src: None,
                     target_version: None,
                     unfixable: None,
-                    task_tags: None,
                     update_check: None,
                     flake8_annotations: None,
                     flake8_bandit: None,
@@ -316,7 +311,6 @@ exclude = ["foo.py"]
                     isort: None,
                     mccabe: None,
                     pep8_naming: None,
-                    pycodestyle: None,
                     pydocstyle: None,
                     pyupgrade: None,
                 })
@@ -359,7 +353,6 @@ select = ["E501"]
                     src: None,
                     target_version: None,
                     unfixable: None,
-                    task_tags: None,
                     update_check: None,
                     flake8_annotations: None,
                     flake8_bandit: None,
@@ -373,7 +366,6 @@ select = ["E501"]
                     isort: None,
                     mccabe: None,
                     pep8_naming: None,
-                    pycodestyle: None,
                     pydocstyle: None,
                     pyupgrade: None,
                 })
@@ -417,7 +409,6 @@ ignore = ["E501"]
                     src: None,
                     target_version: None,
                     unfixable: None,
-                    task_tags: None,
                     update_check: None,
                     flake8_annotations: None,
                     flake8_bandit: None,
@@ -431,7 +422,6 @@ ignore = ["E501"]
                     isort: None,
                     mccabe: None,
                     pep8_naming: None,
-                    pycodestyle: None,
                     pydocstyle: None,
                     pyupgrade: None,
                 })
@@ -505,7 +495,6 @@ other-attribute = 1
                 format: None,
                 force_exclude: None,
                 unfixable: None,
-                task_tags: None,
                 update_check: None,
                 cache_dir: None,
                 per_file_ignores: Some(FxHashMap::from_iter([(
@@ -609,7 +598,6 @@ other-attribute = 1
                     ]),
                     staticmethod_decorators: Some(vec!["staticmethod".to_string()]),
                 }),
-                pycodestyle: None,
                 pydocstyle: None,
                 pyupgrade: None,
             }