diff --git a/Makefile b/Makefile
index 68a3344..d57c412 100644
--- a/Makefile
+++ b/Makefile
@@ -19,6 +19,7 @@ format:
 lint:
 	$(UV) run ruff check --exit-non-zero-on-fix
 	$(UV) run ruff format --check --diff
+	$(UV) run flake8 tests fast_collections
 
 build:
 	$(UV) run maturin build --release
diff --git a/pyproject.toml b/pyproject.toml
index fa4a281..1f8de8b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ requires-python = ">=3.8"
 readme = "README.md"
 license = { text = "MIT" }
 authors = [
-    { name = "khabib73", email = "kh73bb@yahoo.com" },
+    { name = "khabib Shakhbanov", email = "kh73bb@yahoo.com" },
 ]
 classifiers = [
     "Development Status :: 3 - Alpha",
@@ -28,6 +28,7 @@ dev = [
     "maturin>=1.14.1",
     "pytest>=8.3.5",
     "ruff>=0.15.22",
+    "wemake-python-styleguide>=0.17.0",
 ]
 docs = [
     "mkdocs>=1.6.1",
@@ -44,3 +45,6 @@ build-backend = "maturin"
 features = ["pyo3"]
 module-name = "fast_collections"
 include = ["fast_collections/"] 
+
+[tool.ruff]
+line-length = 80
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 0000000..968f4e0
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,3 @@
+[flake8]
+max-line-length = 80
+extend-ignore = WPS410,WPS412
\ No newline at end of file
diff --git a/tests/test_trie.py b/tests/test_trie.py
index 98f85a7..b685a6e 100644
--- a/tests/test_trie.py
+++ b/tests/test_trie.py
@@ -2,12 +2,18 @@
 
 
 def _insert_all(trie, words):
-    for w in words:
-        trie.insert(w)
+    for word in words:
+        trie.insert(word)
 
 
 @pytest.mark.parametrize(
-    "words", [[], ["hello"], ["hello", "world"], ["", "a", "b", "c"], ["a", "a", "b"]]
+    "words",
+    [
+        [],
+        ["fast-collections"],
+        ["hi", "honey"],
+        ["", "abc", "def", "ghi"],
+    ],
 )
 def test_size_and_word_count(trie, words):
     "Test that the trie has the correct size and word count"
@@ -27,36 +33,39 @@ def test_size_and_word_count(trie, words):
             [
                 "hello",
             ],
-            ["hell", "world"],
+            ["hello!"],
         ),
         ([], [], ["hello"]),
-        (["a", "b", "c"], ["a", "b", "c"], []),
-        (["a", "a", "b"], ["a", "b"], ["c"]),
+        (
+            ["cat", "car", "cart"],
+            ["cat", "car", "cart"],
+            ["card", "cas", "cal"],
+        ),
+        (["programming", "program"], ["program", "programming"], ["programme"]),
     ],
 )
 def test_contains(trie, words, present, absent):
     "Test that the trie contains the correct words"
     _insert_all(trie, words)
 
-    for w in present:
-        assert w in trie
+    for word in present:
+        assert word in trie
 
-    for w in absent:
-        assert w not in trie
-        assert not trie.search(w)
+    for word in absent:
+        assert word not in trie
+        assert not trie.search(word)
 
 
 @pytest.mark.parametrize(
     "words, prefix, expected",
     [
-        (["hello"], "hello", True),
-        (["hello"], "hell", True),
-        (["hello"], "h", True),
-        (["hello"], "", True),
-        (["hello"], "help", False),
-        (["hello", "world"], "wo", True),
-        (["hello", "world"], "worl", True),
-        (["hello", "world"], "x", False),
+        (["abc"], "ab", True),
+        (["spaces"], "paces", False),
+        (["complexity"], "complex", True),
+        (["some_string"], "some_value", False),
+        (["foo", "bar"], "bar", True),
+        (["i", "love", "python"], "pyt", True),
+        (["i", "love", "python"], "foo", False),
     ],
 )
 def test_starts_with(trie, words, prefix, expected):
diff --git a/uv.lock b/uv.lock
index 867bfa2..297cbf7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4,7 +4,43 @@ requires-python = ">=3.8"
 resolution-markers = [
     "python_full_version >= '3.10'",
     "python_full_version == '3.9.*'",
-    "python_full_version < '3.9'",
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
+]
+
+[[package]]
+name = "astor"
+version = "0.8.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/21/75b771132fee241dfe601d39ade629548a9626d1d39f333fde31bc46febe/astor-0.8.1.tar.gz", hash = "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e", size = 35090, upload-time = "2019-12-10T01:50:35.51Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c3/88/97eef84f48fa04fbd6750e62dcceafba6c63c81b7ac1420856c8dcc0a3f9/astor-0.8.1-py2.py3-none-any.whl", hash = "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5", size = 27488, upload-time = "2019-12-10T01:50:33.628Z" },
+]
+
+[[package]]
+name = "attrs"
+version = "25.3.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/1367933a8532ee6ff8d63537de4f1177af4bff9f3e829baf7331f595bb24/attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b", size = 812032, upload-time = "2025-03-13T11:10:22.779Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815, upload-time = "2025-03-13T11:10:21.14Z" },
+]
+
+[[package]]
+name = "attrs"
+version = "26.1.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.10'",
+    "python_full_version == '3.9.*'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9a/8e/82a0fe20a541c03148528be8cac2408564a6c9a0cc7e9171802bc1d26985/attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32", size = 952055, upload-time = "2026-03-19T14:22:25.026Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/64/b4/17d4b0b2a2dc85a6df63d1157e028ed19f90d4cd97c36717afef2bc2f395/attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309", size = 67548, upload-time = "2026-03-19T14:22:23.645Z" },
 ]
 
 [[package]]
@@ -24,7 +60,8 @@ name = "backrefs"
 version = "5.7.post1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version < '3.9'",
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/df/30/903f35159c87ff1d92aa3fcf8cb52de97632a21e0ae43ed940f5d033e01a/backrefs-5.7.post1.tar.gz", hash = "sha256:8b0f83b770332ee2f1c8244f4e03c77d127a0fa529328e6a0e77fa25bee99678", size = 6582270, upload-time = "2024-06-16T18:38:20.166Z" }
 wheels = [
@@ -68,6 +105,43 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3e/5c/fb93d3092640a24dfb7bd7727a24016d7c01774ca013e60efd3f683c8002/backrefs-7.0-py314-none-any.whl", hash = "sha256:a6448b28180e3ca01134c9cf09dcebafad8531072e09903c5451748a05f24bc9", size = 412349, upload-time = "2026-04-28T16:28:02.412Z" },
 ]
 
+[[package]]
+name = "bandit"
+version = "1.7.10"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
+]
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "pyyaml" },
+    { name = "rich", version = "14.3.4", source = { registry = "https://pypi.org/simple" } },
+    { name = "stevedore", version = "5.3.0", source = { registry = "https://pypi.org/simple" } },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/38/26/bdd962d6ee781f6229c3fb83483cf9e09d87959150a9000789806d750f3c/bandit-1.7.10.tar.gz", hash = "sha256:59ed5caf5d92b6ada4bf65bc6437feea4a9da1093384445fed4d472acc6cff7b", size = 4228540, upload-time = "2024-09-23T17:33:34.099Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9e/9c/491231d973d54f6465002812b4cadc663f208436407745be473254725f55/bandit-1.7.10-py3-none-any.whl", hash = "sha256:665721d7bebbb4485a339c55161ac0eedde27d51e638000d91c8c2d68343ad02", size = 130756, upload-time = "2024-09-23T17:33:32.428Z" },
+]
+
+[[package]]
+name = "bandit"
+version = "1.8.6"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version == '3.9.*'",
+]
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "pyyaml" },
+    { name = "rich", version = "15.0.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "stevedore", version = "5.5.0", source = { registry = "https://pypi.org/simple" } },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/fb/b5/7eb834e213d6f73aace21938e5e90425c92e5f42abafaf8a6d5d21beed51/bandit-1.8.6.tar.gz", hash = "sha256:dbfe9c25fc6961c2078593de55fd19f2559f9e45b99f1272341f5b95dea4e56b", size = 4240271, upload-time = "2025-07-06T03:10:50.9Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/48/ca/ba5f909b40ea12ec542d5d7bdd13ee31c4d65f3beed20211ef81c18fa1f3/bandit-1.8.6-py3-none-any.whl", hash = "sha256:3348e934d736fcdb68b6aa4030487097e23a501adf3e7827b63658df464dddd0", size = 133808, upload-time = "2025-07-06T03:10:49.134Z" },
+]
+
 [[package]]
 name = "certifi"
 version = "2026.6.17"
@@ -183,7 +257,8 @@ version = "8.1.8"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "python_full_version == '3.9.*'",
-    "python_full_version < '3.9'",
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
 ]
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -217,6 +292,49 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "darglint"
+version = "1.8.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d4/2c/86e8549e349388c18ca8a4ff8661bb5347da550f598656d32a98eaaf91cc/darglint-1.8.1.tar.gz", hash = "sha256:080d5106df149b199822e7ee7deb9c012b49891538f14a11be681044f0bb20da", size = 74435, upload-time = "2021-10-18T03:40:37.283Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/69/28/85d1e0396d64422c5218d68e5cdcc53153aa8a2c83c7dbc3ee1502adf3a1/darglint-1.8.1-py3-none-any.whl", hash = "sha256:5ae11c259c17b0701618a20c3da343a3eb98b3bc4b5a83d31cdd94f5ebdced8d", size = 120767, upload-time = "2021-10-18T03:40:35.034Z" },
+]
+
+[[package]]
+name = "docutils"
+version = "0.20.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version < '3.8.1'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/1f/53/a5da4f2c5739cf66290fac1431ee52aff6851c7c8ffd8264f13affd7bcdd/docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b", size = 2058365, upload-time = "2023-05-16T23:39:19.748Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/26/87/f238c0670b94533ac0353a4e2a1a771a0cc73277b88bff23d3ae35a256c1/docutils-0.20.1-py3-none-any.whl", hash = "sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6", size = 572666, upload-time = "2023-05-16T23:39:15.976Z" },
+]
+
+[[package]]
+name = "docutils"
+version = "0.23"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version == '3.9.*'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/39/a4/5180d9afc57e8fca05601dd652bdff19604c218814037fe90ffc7625a50a/docutils-0.23.tar.gz", hash = "sha256:746f5060322511280a1e50eb76846ed6bf2342984b2ac04dc42caa1a8d78799e", size = 2303823, upload-time = "2026-05-27T17:41:06.934Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/32/91/30151a39f7570f448ed84529390628a651d7f27c87d73c9b887f8189695e/docutils-0.23-py3-none-any.whl", hash = "sha256:25d013af9bf23bc1c7b2b093dff4208166c53a94786c9e447808335ef1185fea", size = 634701, upload-time = "2026-05-27T17:40:58.442Z" },
+]
+
+[[package]]
+name = "eradicate"
+version = "2.3.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7a/e1/665186aedea2d6ebf0415cf97c0629c8123a721e7afc417deeade5598215/eradicate-2.3.0.tar.gz", hash = "sha256:06df115be3b87d0fc1c483db22a2ebb12bcf40585722810d809cc770f5031c37", size = 8536, upload-time = "2023-06-09T06:31:41.814Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/90/c2/533e1338429aeba1f089566a2314d69d3e78ab57a73006f16a923bf2b24c/eradicate-2.3.0-py3-none-any.whl", hash = "sha256:2b29b3dd27171f209e4ddd8204b70c02f0682ae95eecb353f10e8d72b149c63e", size = 6113, upload-time = "2023-06-09T06:31:40.209Z" },
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.3.1"
@@ -242,6 +360,10 @@ dev = [
     { name = "pytest", version = "8.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" },
     { name = "pytest", version = "9.1.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "ruff" },
+    { name = "wemake-python-styleguide", version = "0.17.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.8.1'" },
+    { name = "wemake-python-styleguide", version = "0.18.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.8.1' and python_full_version < '3.9'" },
+    { name = "wemake-python-styleguide", version = "0.19.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.9.*'" },
+    { name = "wemake-python-styleguide", version = "1.8.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
 ]
 docs = [
     { name = "mkdocs" },
@@ -258,6 +380,7 @@ dev = [
     { name = "maturin", specifier = ">=1.14.1" },
     { name = "pytest", specifier = ">=8.3.5" },
     { name = "ruff", specifier = ">=0.15.22" },
+    { name = "wemake-python-styleguide", specifier = ">=0.17.0" },
 ]
 docs = [
     { name = "mkdocs", specifier = ">=1.6.1" },
@@ -265,6 +388,414 @@ docs = [
     { name = "pymdown-extensions", specifier = ">=10.15" },
 ]
 
+[[package]]
+name = "flake8"
+version = "4.0.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.8.1'",
+]
+dependencies = [
+    { name = "mccabe", version = "0.6.1", source = { registry = "https://pypi.org/simple" } },
+    { name = "pycodestyle", version = "2.8.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "pyflakes", version = "2.4.0", source = { registry = "https://pypi.org/simple" } },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e6/84/d8db922289195c435779b4ca3a3f583f263f87e67954f7b2e83c8da21f48/flake8-4.0.1.tar.gz", hash = "sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d", size = 154905, upload-time = "2021-10-11T12:42:48.941Z" }
+wheels = [
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+]
+
+[[package]]
+name = "flake8"
+version = "7.1.2"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
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+    { name = "pycodestyle", version = "2.12.1", source = { registry = "https://pypi.org/simple" } },
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+wheels = [
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+]
+
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+version = "7.3.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.10'",
+    "python_full_version == '3.9.*'",
+]
+dependencies = [
+    { name = "mccabe", version = "0.7.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "pycodestyle", version = "2.14.0", source = { registry = "https://pypi.org/simple" } },
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