diff --git a/.codespellrc b/.codespellrc
new file mode 100644
index 0000000000..a38787e126
--- /dev/null
+++ b/.codespellrc
@@ -0,0 +1,18 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+[codespell]
+ignore-words-list = BoundIn,fo,MoR,NotIn,notIn,oT
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c0b9a31792..bdd1f362b5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -69,6 +69,10 @@ repos:
           # --line-length is set to a high value to deal with very long lines
           - --line-length
           - '99999'
+  - repo: https://github.com/codespell-project/codespell
+    rev: v2.3.0
+    hooks:
+      - id: codespell
 ci:
     autofix_commit_msg: |
         [pre-commit.ci] auto fixes from pre-commit.com hooks
diff --git a/pyiceberg/avro/reader.py b/pyiceberg/avro/reader.py
index 988bd42ba4..a5578680d6 100644
--- a/pyiceberg/avro/reader.py
+++ b/pyiceberg/avro/reader.py
@@ -51,7 +51,7 @@
 def _skip_map_array(decoder: BinaryDecoder, skip_entry: Callable[[], None]) -> None:
     """Skips over an array or map.
 
-    Both the array and map are encoded similar, and we can re-use
+    Both the array and map are encoded similar, and we can reuse
     the logic of skipping in an efficient way.
 
     From the Avro spec:
diff --git a/pyiceberg/io/pyarrow.py b/pyiceberg/io/pyarrow.py
index ef6937f1bb..e8c9f64d63 100644
--- a/pyiceberg/io/pyarrow.py
+++ b/pyiceberg/io/pyarrow.py
@@ -1536,7 +1536,7 @@ def _to_requested_schema(
     include_field_ids: bool = False,
     use_large_types: bool = True,
 ) -> pa.RecordBatch:
-    # We could re-use some of these visitors
+    # We could reuse some of these visitors
     struct_array = visit_with_partner(
         requested_schema,
         batch,
diff --git a/pyiceberg/utils/singleton.py b/pyiceberg/utils/singleton.py
index 8a4bbf91ce..06ee62febe 100644
--- a/pyiceberg/utils/singleton.py
+++ b/pyiceberg/utils/singleton.py
@@ -15,7 +15,7 @@
 #  specific language governing permissions and limitations
 #  under the License.
 """
-This is a singleton metaclass that can be used to cache and re-use existing objects.
+This is a singleton metaclass that can be used to cache and reuse existing objects.
 
 In the Iceberg codebase we have a lot of objects that are stateless (for example Types such as StringType,
 BooleanType etc). FixedTypes have arguments (eg. Fixed[22]) that we also make part of the key when caching
diff --git a/tests/test_transforms.py b/tests/test_transforms.py
index 7ebab87e3a..6d04a1e4ce 100644
--- a/tests/test_transforms.py
+++ b/tests/test_transforms.py
@@ -899,7 +899,7 @@ def test_projection_truncate_string_set_same_result(bound_reference_str: BoundRe
 def test_projection_truncate_string_set_in(bound_reference_str: BoundReference[str]) -> None:
     assert TruncateTransform(3).project(
         "name", BoundIn(term=bound_reference_str, literals={literal("hello"), literal("world")})
-    ) == In(term="name", literals={literal("hel"), literal("wor")})
+    ) == In(term="name", literals={literal("hel"), literal("wor")})  # codespell:ignore hel
 
 
 def test_projection_truncate_string_set_not_in(bound_reference_str: BoundReference[str]) -> None: