diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8622698c043..6dd5ae27f89 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,46 @@
 
 ## Bug Fixes
 
+* **bedrock_agent:** fix querystring field resolution ([#6777](https://github.com/aws-powertools/powertools-lambda-python/issues/6777))
+
+## Documentation
+
+* **public_reference:** add Instil as a public reference ([#6763](https://github.com/aws-powertools/powertools-lambda-python/issues/6763))
+
+## Features
+
+* **kafka:** New Kafka utility ([#6821](https://github.com/aws-powertools/powertools-lambda-python/issues/6821))
+
+## Maintenance
+
+* **ci:** new pre-release 3.14.1a5 ([#6820](https://github.com/aws-powertools/powertools-lambda-python/issues/6820))
+* **ci:** new pre-release 3.14.1a4 ([#6812](https://github.com/aws-powertools/powertools-lambda-python/issues/6812))
+* **ci:** new pre-release 3.14.1a3 ([#6797](https://github.com/aws-powertools/powertools-lambda-python/issues/6797))
+* **ci:** new pre-release 3.14.1a1 ([#6778](https://github.com/aws-powertools/powertools-lambda-python/issues/6778))
+* **ci:** new pre-release 3.14.1a2 ([#6788](https://github.com/aws-powertools/powertools-lambda-python/issues/6788))
+* **ci:** new pre-release 3.14.1a0 ([#6773](https://github.com/aws-powertools/powertools-lambda-python/issues/6773))
+* **deps:** bump mkdocstrings-python from 1.16.11 to 1.16.12 ([#6765](https://github.com/aws-powertools/powertools-lambda-python/issues/6765))
+* **deps:** bump protobuf from 6.31.0 to 6.31.1 ([#6815](https://github.com/aws-powertools/powertools-lambda-python/issues/6815))
+* **deps:** bump mkdocstrings-python from 1.16.11 to 1.16.12 in /docs ([#6768](https://github.com/aws-powertools/powertools-lambda-python/issues/6768))
+* **deps-dev:** bump ruff from 0.11.12 to 0.11.13 ([#6780](https://github.com/aws-powertools/powertools-lambda-python/issues/6780))
+* **deps-dev:** bump aws-cdk from 2.1017.1 to 2.1018.0 ([#6775](https://github.com/aws-powertools/powertools-lambda-python/issues/6775))
+* **deps-dev:** bump boto3-stubs from 1.38.30 to 1.38.31 ([#6776](https://github.com/aws-powertools/powertools-lambda-python/issues/6776))
+* **deps-dev:** bump requests from 2.32.3 to 2.32.4 ([#6787](https://github.com/aws-powertools/powertools-lambda-python/issues/6787))
+* **deps-dev:** bump boto3-stubs from 1.38.29 to 1.38.30 ([#6772](https://github.com/aws-powertools/powertools-lambda-python/issues/6772))
+* **deps-dev:** bump boto3-stubs from 1.38.31 to 1.38.33 ([#6786](https://github.com/aws-powertools/powertools-lambda-python/issues/6786))
+* **deps-dev:** bump boto3-stubs from 1.38.28 to 1.38.29 ([#6764](https://github.com/aws-powertools/powertools-lambda-python/issues/6764))
+* **deps-dev:** bump requests from 2.32.3 to 2.32.4 ([#6789](https://github.com/aws-powertools/powertools-lambda-python/issues/6789))
+* **deps-dev:** bump boto3-stubs from 1.38.33 to 1.38.35 ([#6796](https://github.com/aws-powertools/powertools-lambda-python/issues/6796))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.200.0a0 to 2.200.1a0 ([#6766](https://github.com/aws-powertools/powertools-lambda-python/issues/6766))
+* **deps-dev:** bump aws-cdk-lib from 2.200.0 to 2.200.1 ([#6767](https://github.com/aws-powertools/powertools-lambda-python/issues/6767))
+* **deps-dev:** bump aws-cdk from 2.1018.0 to 2.1018.1 ([#6803](https://github.com/aws-powertools/powertools-lambda-python/issues/6803))
+* **deps-dev:** bump pytest-cov from 6.1.1 to 6.2.1 ([#6800](https://github.com/aws-powertools/powertools-lambda-python/issues/6800))
+
+
+<a name="v3.14.0"></a>
+## [v3.14.0] - 2025-06-03
+## Bug Fixes
+
 * **event_handler:** fix OpenAPI schema response for disabled validation ([#6720](https://github.com/aws-powertools/powertools-lambda-python/issues/6720))
 
 ## Features
@@ -15,32 +55,33 @@
 
 ## Maintenance
 
-* **ci:** new pre-release 3.13.1a3 ([#6732](https://github.com/aws-powertools/powertools-lambda-python/issues/6732))
+* version bump
+* **ci:** new pre-release 3.13.1a7 ([#6759](https://github.com/aws-powertools/powertools-lambda-python/issues/6759))
 * **ci:** new pre-release 3.13.1a0 ([#6696](https://github.com/aws-powertools/powertools-lambda-python/issues/6696))
 * **ci:** new pre-release 3.13.1a6 ([#6751](https://github.com/aws-powertools/powertools-lambda-python/issues/6751))
 * **ci:** new pre-release 3.13.1a1 ([#6704](https://github.com/aws-powertools/powertools-lambda-python/issues/6704))
 * **ci:** new pre-release 3.13.1a2 ([#6709](https://github.com/aws-powertools/powertools-lambda-python/issues/6709))
 * **ci:** new pre-release 3.13.1a5 ([#6744](https://github.com/aws-powertools/powertools-lambda-python/issues/6744))
-* **ci:** add missing dependency to build docs ([#6717](https://github.com/aws-powertools/powertools-lambda-python/issues/6717))
 * **ci:** new pre-release 3.13.1a4 ([#6738](https://github.com/aws-powertools/powertools-lambda-python/issues/6738))
-* **ci:** new pre-release 3.13.1a7 ([#6759](https://github.com/aws-powertools/powertools-lambda-python/issues/6759))
-* **deps:** bump redis from 6.1.0 to 6.2.0 ([#6736](https://github.com/aws-powertools/powertools-lambda-python/issues/6736))
+* **ci:** add missing dependency to build docs ([#6717](https://github.com/aws-powertools/powertools-lambda-python/issues/6717))
+* **ci:** new pre-release 3.13.1a3 ([#6732](https://github.com/aws-powertools/powertools-lambda-python/issues/6732))
+* **deps:** bump pydantic from 2.11.4 to 2.11.5 ([#6711](https://github.com/aws-powertools/powertools-lambda-python/issues/6711))
 * **deps:** bump mkdocstrings-python from 1.16.10 to 1.16.11 ([#6724](https://github.com/aws-powertools/powertools-lambda-python/issues/6724))
+* **deps:** bump redis from 6.1.0 to 6.2.0 ([#6736](https://github.com/aws-powertools/powertools-lambda-python/issues/6736))
 * **deps:** bump ossf/scorecard-action from 2.4.1 to 2.4.2 ([#6746](https://github.com/aws-powertools/powertools-lambda-python/issues/6746))
-* **deps:** bump pydantic from 2.11.4 to 2.11.5 ([#6711](https://github.com/aws-powertools/powertools-lambda-python/issues/6711))
 * **deps:** bump mkdocstrings-python from 1.16.10 to 1.16.11 in /docs ([#6722](https://github.com/aws-powertools/powertools-lambda-python/issues/6722))
 * **deps:** bump datadog-lambda from 6.109.0 to 6.110.0 ([#6714](https://github.com/aws-powertools/powertools-lambda-python/issues/6714))
-* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.198.0a0 to 2.199.0a0 ([#6729](https://github.com/aws-powertools/powertools-lambda-python/issues/6729))
-* **deps-dev:** bump boto3-stubs from 1.38.23 to 1.38.25 ([#6735](https://github.com/aws-powertools/powertools-lambda-python/issues/6735))
-* **deps-dev:** bump ruff from 0.11.11 to 0.11.12 ([#6741](https://github.com/aws-powertools/powertools-lambda-python/issues/6741))
-* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.197.0a0 to 2.198.0a0 ([#6715](https://github.com/aws-powertools/powertools-lambda-python/issues/6715))
 * **deps-dev:** bump pytest-mock from 3.14.0 to 3.14.1 ([#6723](https://github.com/aws-powertools/powertools-lambda-python/issues/6723))
+* **deps-dev:** bump pytest-xdist from 3.6.1 to 3.7.0 ([#6730](https://github.com/aws-powertools/powertools-lambda-python/issues/6730))
+* **deps-dev:** bump aws-cdk-lib from 2.198.0 to 2.199.0 ([#6731](https://github.com/aws-powertools/powertools-lambda-python/issues/6731))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.197.0a0 to 2.198.0a0 ([#6715](https://github.com/aws-powertools/powertools-lambda-python/issues/6715))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.198.0a0 to 2.199.0a0 ([#6729](https://github.com/aws-powertools/powertools-lambda-python/issues/6729))
 * **deps-dev:** bump coverage from 7.8.1 to 7.8.2 ([#6713](https://github.com/aws-powertools/powertools-lambda-python/issues/6713))
 * **deps-dev:** bump boto3-stubs from 1.38.22 to 1.38.23 ([#6712](https://github.com/aws-powertools/powertools-lambda-python/issues/6712))
 * **deps-dev:** bump aws-cdk from 2.1016.1 to 2.1017.0 ([#6734](https://github.com/aws-powertools/powertools-lambda-python/issues/6734))
+* **deps-dev:** bump boto3-stubs from 1.38.23 to 1.38.25 ([#6735](https://github.com/aws-powertools/powertools-lambda-python/issues/6735))
+* **deps-dev:** bump ruff from 0.11.11 to 0.11.12 ([#6741](https://github.com/aws-powertools/powertools-lambda-python/issues/6741))
 * **deps-dev:** bump boto3-stubs from 1.38.25 to 1.38.26 ([#6742](https://github.com/aws-powertools/powertools-lambda-python/issues/6742))
-* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.199.0a0 to 2.200.0a0 ([#6758](https://github.com/aws-powertools/powertools-lambda-python/issues/6758))
-* **deps-dev:** bump pytest-xdist from 3.6.1 to 3.7.0 ([#6730](https://github.com/aws-powertools/powertools-lambda-python/issues/6730))
 * **deps-dev:** bump cfn-lint from 1.35.1 to 1.35.3 ([#6708](https://github.com/aws-powertools/powertools-lambda-python/issues/6708))
 * **deps-dev:** bump ruff from 0.11.10 to 0.11.11 ([#6706](https://github.com/aws-powertools/powertools-lambda-python/issues/6706))
 * **deps-dev:** bump boto3-stubs from 1.38.21 to 1.38.22 ([#6707](https://github.com/aws-powertools/powertools-lambda-python/issues/6707))
@@ -50,13 +91,13 @@
 * **deps-dev:** bump coverage from 7.8.0 to 7.8.1 ([#6701](https://github.com/aws-powertools/powertools-lambda-python/issues/6701))
 * **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.196.1a0 to 2.197.0a0 ([#6700](https://github.com/aws-powertools/powertools-lambda-python/issues/6700))
 * **deps-dev:** bump aws-cdk-lib from 2.196.1 to 2.197.0 ([#6699](https://github.com/aws-powertools/powertools-lambda-python/issues/6699))
-* **deps-dev:** bump boto3-stubs from 1.38.19 to 1.38.21 ([#6698](https://github.com/aws-powertools/powertools-lambda-python/issues/6698))
 * **deps-dev:** bump pytest from 8.3.5 to 8.4.0 ([#6757](https://github.com/aws-powertools/powertools-lambda-python/issues/6757))
 * **deps-dev:** bump cfn-lint from 1.35.3 to 1.35.4 ([#6755](https://github.com/aws-powertools/powertools-lambda-python/issues/6755))
+* **deps-dev:** bump boto3-stubs from 1.38.27 to 1.38.28 ([#6756](https://github.com/aws-powertools/powertools-lambda-python/issues/6756))
 * **deps-dev:** bump aws-cdk-lib from 2.196.0 to 2.196.1 ([#6695](https://github.com/aws-powertools/powertools-lambda-python/issues/6695))
 * **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.196.0a0 to 2.196.1a0 ([#6694](https://github.com/aws-powertools/powertools-lambda-python/issues/6694))
-* **deps-dev:** bump boto3-stubs from 1.38.27 to 1.38.28 ([#6756](https://github.com/aws-powertools/powertools-lambda-python/issues/6756))
-* **deps-dev:** bump aws-cdk-lib from 2.198.0 to 2.199.0 ([#6731](https://github.com/aws-powertools/powertools-lambda-python/issues/6731))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.199.0a0 to 2.200.0a0 ([#6758](https://github.com/aws-powertools/powertools-lambda-python/issues/6758))
+* **deps-dev:** bump boto3-stubs from 1.38.19 to 1.38.21 ([#6698](https://github.com/aws-powertools/powertools-lambda-python/issues/6698))
 * **docs:** Add llms.txt to documentation ([#6693](https://github.com/aws-powertools/powertools-lambda-python/issues/6693))
 
 
@@ -6613,7 +6654,8 @@
 * Merge pull request [#5](https://github.com/aws-powertools/powertools-lambda-python/issues/5) from jfuss/feat/python38
 
 
-[Unreleased]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.13.0...HEAD
+[Unreleased]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.14.0...HEAD
+[v3.14.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.13.0...v3.14.0
 [v3.13.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.12.0...v3.13.0
 [v3.12.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.11.0...v3.12.0
 [v3.11.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.10.0...v3.11.0
diff --git a/README.md b/README.md
index b8156f1936a..0fb106fbc97 100644
--- a/README.md
+++ b/README.md
@@ -67,6 +67,7 @@ The following companies, among others, use Powertools:
 * [globaldatanet](https://globaldatanet.com/)
 * [Guild](https://guild.com/)
 * [IMS](https://ims.tech/)
+* [Instil](https://instil.co/)
 * [Jit Security](https://www.jit.io/)
 * [LocalStack](https://www.localstack.cloud/)
 * [Propellor.ai](https://www.propellor.ai/)
diff --git a/aws_lambda_powertools/event_handler/api_gateway.py b/aws_lambda_powertools/event_handler/api_gateway.py
index f2aa2dedf10..0c4553f182f 100644
--- a/aws_lambda_powertools/event_handler/api_gateway.py
+++ b/aws_lambda_powertools/event_handler/api_gateway.py
@@ -407,7 +407,7 @@ def __init__(
 
         # OpenAPI spec only understands paths with { }. So we'll have to convert Powertools' < >.
         # https://swagger.io/specification/#path-templating
-        self.openapi_path = re.sub(r"<(.*?)>", lambda m: f"{{{''.join(m.group(1))}}}", self.path)
+        self.openapi_path = re.sub(r"<(.*?)>", lambda m: f"{{{''.join(m.group(1))}}}", self.path)  # type: ignore[arg-type]
 
         self.rule = rule
         self.func = func
diff --git a/aws_lambda_powertools/shared/version.py b/aws_lambda_powertools/shared/version.py
index 966faf6a9ab..9311c770915 100644
--- a/aws_lambda_powertools/shared/version.py
+++ b/aws_lambda_powertools/shared/version.py
@@ -1,3 +1,3 @@
 """Exposes version constant to avoid circular dependencies."""
 
-VERSION = "3.13.1a7"
+VERSION = "3.15.0"
diff --git a/aws_lambda_powertools/utilities/data_classes/bedrock_agent_event.py b/aws_lambda_powertools/utilities/data_classes/bedrock_agent_event.py
index 1b3c57be124..ad1fae31518 100644
--- a/aws_lambda_powertools/utilities/data_classes/bedrock_agent_event.py
+++ b/aws_lambda_powertools/utilities/data_classes/bedrock_agent_event.py
@@ -112,6 +112,19 @@ def query_string_parameters(self) -> dict[str, str]:
         parameters = self.get("parameters") or []
         return {x["name"]: x["value"] for x in parameters}
 
+    @property
+    def resolved_query_string_parameters(self) -> dict[str, list[str]]:
+        """
+        Override the base implementation to prevent splitting parameter values by commas.
+
+        For Bedrock Agent events, parameters are already properly structured and should not
+        be split by commas as they might contain commas as part of their actual values
+        (e.g., SQL queries).
+        """
+        # Return each parameter value as a single-item list without splitting by commas
+        parameters = self.get("parameters") or []
+        return {x["name"]: [x["value"]] for x in parameters}
+
     @property
     def resolved_headers_field(self) -> dict[str, Any]:
         return {}
diff --git a/aws_lambda_powertools/utilities/data_classes/common.py b/aws_lambda_powertools/utilities/data_classes/common.py
index ecc9a2033ab..f6a6b3e5a0e 100644
--- a/aws_lambda_powertools/utilities/data_classes/common.py
+++ b/aws_lambda_powertools/utilities/data_classes/common.py
@@ -168,7 +168,7 @@ def query_string_parameters(self) -> dict[str, str]:
     def multi_value_query_string_parameters(self) -> dict[str, list[str]]:
         return self.get("multiValueQueryStringParameters") or {}
 
-    @cached_property
+    @property
     def resolved_query_string_parameters(self) -> dict[str, list[str]]:
         """
         This property determines the appropriate query string parameter to be used
diff --git a/aws_lambda_powertools/utilities/data_classes/kafka_event.py b/aws_lambda_powertools/utilities/data_classes/kafka_event.py
index c3d549c0f49..094bd4bed6f 100644
--- a/aws_lambda_powertools/utilities/data_classes/kafka_event.py
+++ b/aws_lambda_powertools/utilities/data_classes/kafka_event.py
@@ -10,7 +10,19 @@
     from collections.abc import Iterator
 
 
-class KafkaEventRecord(DictWrapper):
+class KafkaEventRecordSchemaMetadata(DictWrapper):
+    @property
+    def data_format(self) -> str | None:
+        """The data format of the Kafka record."""
+        return self.get("dataFormat", None)
+
+    @property
+    def schema_id(self) -> str | None:
+        """The schema id of the Kafka record."""
+        return self.get("schemaId", None)
+
+
+class KafkaEventRecordBase(DictWrapper):
     @property
     def topic(self) -> str:
         """The Kafka topic."""
@@ -36,6 +48,24 @@ def timestamp_type(self) -> str:
         """The Kafka record timestamp type."""
         return self["timestampType"]
 
+    @property
+    def key_schema_metadata(self) -> KafkaEventRecordSchemaMetadata | None:
+        """The metadata of the Key Kafka record."""
+        return (
+            None if self.get("keySchemaMetadata") is None else KafkaEventRecordSchemaMetadata(self["keySchemaMetadata"])
+        )
+
+    @property
+    def value_schema_metadata(self) -> KafkaEventRecordSchemaMetadata | None:
+        """The metadata of the Value Kafka record."""
+        return (
+            None
+            if self.get("valueSchemaMetadata") is None
+            else KafkaEventRecordSchemaMetadata(self["valueSchemaMetadata"])
+        )
+
+
+class KafkaEventRecord(KafkaEventRecordBase):
     @property
     def key(self) -> str | None:
         """
@@ -83,18 +113,7 @@ def decoded_headers(self) -> dict[str, bytes]:
         return CaseInsensitiveDict((k, bytes(v)) for chunk in self.headers for k, v in chunk.items())
 
 
-class KafkaEvent(DictWrapper):
-    """Self-managed or MSK Apache Kafka event trigger
-    Documentation:
-    --------------
-    - https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html
-    - https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html
-    """
-
-    def __init__(self, data: dict[str, Any]):
-        super().__init__(data)
-        self._records: Iterator[KafkaEventRecord] | None = None
-
+class KafkaEventBase(DictWrapper):
     @property
     def event_source(self) -> str:
         """The AWS service from which the Kafka event record originated."""
@@ -115,6 +134,19 @@ def decoded_bootstrap_servers(self) -> list[str]:
         """The decoded Kafka bootstrap URL."""
         return self.bootstrap_servers.split(",")
 
+
+class KafkaEvent(KafkaEventBase):
+    """Self-managed or MSK Apache Kafka event trigger
+    Documentation:
+    --------------
+    - https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html
+    - https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html
+    """
+
+    def __init__(self, data: dict[str, Any]):
+        super().__init__(data)
+        self._records: Iterator[KafkaEventRecord] | None = None
+
     @property
     def records(self) -> Iterator[KafkaEventRecord]:
         """The Kafka records."""
diff --git a/aws_lambda_powertools/utilities/kafka/__init__.py b/aws_lambda_powertools/utilities/kafka/__init__.py
new file mode 100644
index 00000000000..d41283cfc61
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/__init__.py
@@ -0,0 +1,9 @@
+from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+from aws_lambda_powertools.utilities.kafka.kafka_consumer import kafka_consumer
+from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+__all__ = [
+    "kafka_consumer",
+    "ConsumerRecords",
+    "SchemaConfig",
+]
diff --git a/aws_lambda_powertools/utilities/kafka/consumer_records.py b/aws_lambda_powertools/utilities/kafka/consumer_records.py
new file mode 100644
index 00000000000..47c732136d0
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/consumer_records.py
@@ -0,0 +1,144 @@
+from __future__ import annotations
+
+from functools import cached_property
+from typing import TYPE_CHECKING, Any
+
+from aws_lambda_powertools.utilities.data_classes.common import CaseInsensitiveDict
+from aws_lambda_powertools.utilities.data_classes.kafka_event import KafkaEventBase, KafkaEventRecordBase
+from aws_lambda_powertools.utilities.kafka.deserializer.deserializer import get_deserializer
+from aws_lambda_powertools.utilities.kafka.serialization.serialization import serialize_to_output_type
+
+if TYPE_CHECKING:
+    from collections.abc import Iterator
+
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+
+class ConsumerRecordRecords(KafkaEventRecordBase):
+    """
+    A Kafka Consumer Record
+    """
+
+    def __init__(self, data: dict[str, Any], schema_config: SchemaConfig | None = None):
+        super().__init__(data)
+        self.schema_config = schema_config
+
+    @cached_property
+    def key(self) -> Any:
+        key = self.get("key")
+
+        # Return None if key doesn't exist
+        if not key:
+            return None
+
+        # Determine schema type and schema string
+        schema_type = None
+        schema_str = None
+        output_serializer = None
+
+        if self.schema_config and self.schema_config.key_schema_type:
+            schema_type = self.schema_config.key_schema_type
+            schema_str = self.schema_config.key_schema
+            output_serializer = self.schema_config.key_output_serializer
+
+        # Always use get_deserializer if None it will default to DEFAULT
+        deserializer = get_deserializer(schema_type, schema_str)
+        deserialized_value = deserializer.deserialize(key)
+
+        # Apply output serializer if specified
+        if output_serializer:
+            return serialize_to_output_type(deserialized_value, output_serializer)
+
+        return deserialized_value
+
+    @cached_property
+    def value(self) -> Any:
+        value = self["value"]
+
+        # Determine schema type and schema string
+        schema_type = None
+        schema_str = None
+        output_serializer = None
+
+        if self.schema_config and self.schema_config.value_schema_type:
+            schema_type = self.schema_config.value_schema_type
+            schema_str = self.schema_config.value_schema
+            output_serializer = self.schema_config.value_output_serializer
+
+        # Always use get_deserializer if None it will default to DEFAULT
+        deserializer = get_deserializer(schema_type, schema_str)
+        deserialized_value = deserializer.deserialize(value)
+
+        # Apply output serializer if specified
+        if output_serializer:
+            return serialize_to_output_type(deserialized_value, output_serializer)
+
+        return deserialized_value
+
+    @property
+    def original_value(self) -> str:
+        """The original (base64 encoded) Kafka record value."""
+        return self["value"]
+
+    @property
+    def original_key(self) -> str | None:
+        """
+        The original (base64 encoded) Kafka record key.
+
+        This key is optional; if not provided,
+        a round-robin algorithm will be used to determine
+        the partition for the message.
+        """
+
+        return self.get("key")
+
+    @property
+    def original_headers(self) -> list[dict[str, list[int]]]:
+        """The raw Kafka record headers."""
+        return self["headers"]
+
+    @cached_property
+    def headers(self) -> dict[str, bytes]:
+        """Decodes the headers as a single dictionary."""
+        return CaseInsensitiveDict((k, bytes(v)) for chunk in self.original_headers for k, v in chunk.items())
+
+
+class ConsumerRecords(KafkaEventBase):
+    """Self-managed or MSK Apache Kafka event trigger
+    Documentation:
+    --------------
+    - https://docs.aws.amazon.com/lambda/latest/dg/with-kafka.html
+    - https://docs.aws.amazon.com/lambda/latest/dg/with-msk.html
+    """
+
+    def __init__(self, data: dict[str, Any], schema_config: SchemaConfig | None = None):
+        super().__init__(data)
+        self._records: Iterator[ConsumerRecordRecords] | None = None
+        self.schema_config = schema_config
+
+    @property
+    def records(self) -> Iterator[ConsumerRecordRecords]:
+        """The Kafka records."""
+        for chunk in self["records"].values():
+            for record in chunk:
+                yield ConsumerRecordRecords(data=record, schema_config=self.schema_config)
+
+    @property
+    def record(self) -> ConsumerRecordRecords:
+        """
+        Returns the next Kafka record using an iterator.
+
+        Returns
+        -------
+        ConsumerRecordRecords
+            The next Kafka record.
+
+        Raises
+        ------
+        StopIteration
+            If there are no more records available.
+
+        """
+        if self._records is None:
+            self._records = self.records
+        return next(self._records)
diff --git a/aws_lambda_powertools/utilities/kafka/deserializer/__init__.py b/aws_lambda_powertools/utilities/kafka/deserializer/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/aws_lambda_powertools/utilities/kafka/deserializer/avro.py b/aws_lambda_powertools/utilities/kafka/deserializer/avro.py
new file mode 100644
index 00000000000..89073f9e784
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/deserializer/avro.py
@@ -0,0 +1,71 @@
+from __future__ import annotations
+
+import io
+
+from avro.io import BinaryDecoder, DatumReader
+from avro.schema import parse as parse_schema
+
+from aws_lambda_powertools.utilities.kafka.deserializer.base import DeserializerBase
+from aws_lambda_powertools.utilities.kafka.exceptions import (
+    KafkaConsumerAvroSchemaParserError,
+    KafkaConsumerDeserializationError,
+)
+
+
+class AvroDeserializer(DeserializerBase):
+    """
+    Deserializer for Apache Avro formatted data.
+
+    This class provides functionality to deserialize Avro binary data using
+    a provided Avro schema definition.
+    """
+
+    def __init__(self, schema_str: str):
+        try:
+            self.parsed_schema = parse_schema(schema_str)
+            self.reader = DatumReader(self.parsed_schema)
+        except Exception as e:
+            raise KafkaConsumerAvroSchemaParserError(
+                f"Invalid Avro schema. Please ensure the provided avro schema is valid: {type(e).__name__}: {str(e)}",
+            ) from e
+
+    def deserialize(self, data: bytes | str) -> object:
+        """
+        Deserialize Avro binary data to a Python dictionary.
+
+        Parameters
+        ----------
+        data : bytes or str
+            The Avro binary data to deserialize. If provided as a string,
+            it will be decoded to bytes first.
+
+        Returns
+        -------
+        dict[str, Any]
+            Deserialized data as a dictionary.
+
+        Raises
+        ------
+        KafkaConsumerDeserializationError
+            When the data cannot be deserialized according to the schema,
+            typically due to data format incompatibility.
+
+        Examples
+        --------
+        >>> deserializer = AvroDeserializer(schema_str)
+        >>> avro_data = b'...'  # binary Avro data
+        >>> try:
+        ...     result = deserializer.deserialize(avro_data)
+        ...     # Process the deserialized data
+        ... except KafkaConsumerDeserializationError as e:
+        ...     print(f"Failed to deserialize: {e}")
+        """
+        try:
+            value = self._decode_input(data)
+            bytes_reader = io.BytesIO(value)
+            decoder = BinaryDecoder(bytes_reader)
+            return self.reader.read(decoder)
+        except Exception as e:
+            raise KafkaConsumerDeserializationError(
+                f"Error trying to deserialize avro data - {type(e).__name__}: {str(e)}",
+            ) from e
diff --git a/aws_lambda_powertools/utilities/kafka/deserializer/base.py b/aws_lambda_powertools/utilities/kafka/deserializer/base.py
new file mode 100644
index 00000000000..9dfc5ad405b
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/deserializer/base.py
@@ -0,0 +1,52 @@
+from __future__ import annotations
+
+import base64
+from abc import ABC, abstractmethod
+from typing import Any
+
+
+class DeserializerBase(ABC):
+    """
+    Abstract base class for deserializers.
+
+    This class defines the interface for all deserializers in the Kafka consumer utility
+    and provides a common method for decoding input data.
+
+    Methods
+    -------
+    deserialize(data)
+        Abstract method that must be implemented by subclasses to deserialize data.
+    _decode_input(data)
+        Helper method to decode input data to bytes.
+
+    Examples
+    --------
+    >>> class MyDeserializer(DeserializerBase):
+    ...     def deserialize(self, data: bytes | str) -> dict[str, Any]:
+    ...         value = self._decode_input(data)
+    ...         # Custom deserialization logic here
+    ...         return {"key": "value"}
+    """
+
+    @abstractmethod
+    def deserialize(self, data: str) -> dict[str, Any] | str | object:
+        """
+        Deserialize input data to a Python dictionary.
+
+        This abstract method must be implemented by subclasses to provide
+        specific deserialization logic.
+
+        Parameters
+        ----------
+        data : str
+            The data to deserialize, it's always a base64 encoded string
+
+        Returns
+        -------
+        dict[str, Any]
+            The deserialized data as a dictionary.
+        """
+        raise NotImplementedError("Subclasses must implement the deserialize method")
+
+    def _decode_input(self, data: bytes | str) -> bytes:
+        return base64.b64decode(data)
diff --git a/aws_lambda_powertools/utilities/kafka/deserializer/default.py b/aws_lambda_powertools/utilities/kafka/deserializer/default.py
new file mode 100644
index 00000000000..b889e958c08
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/deserializer/default.py
@@ -0,0 +1,46 @@
+from __future__ import annotations
+
+import base64
+
+from aws_lambda_powertools.utilities.kafka.deserializer.base import DeserializerBase
+
+
+class DefaultDeserializer(DeserializerBase):
+    """
+    A default deserializer that performs base64 decode + binary decode on the input data.
+
+    This deserializer simply returns the input data with base64 decode, which is useful when
+    no customized deserialization is needed or when handling raw data formats.
+    """
+
+    def deserialize(self, data: bytes | str) -> str:
+        """
+        Return the input data base64 decoded.
+
+        This method implements the deserialize interface and performs base64 decode.
+
+        Parameters
+        ----------
+        data : bytes or str
+            The input data to "deserialize".
+
+        Returns
+        -------
+        dict[str, Any]
+            The input data base64 decoded.
+
+        Example
+        --------
+        >>> deserializer = NoOpDeserializer()
+        >>>
+        >>> # With string input
+        >>> string_data = "Hello, world!"
+        >>> result = deserializer.deserialize(string_data)
+        >>> print(result == string_data)  # Output: True
+        >>>
+        >>> # With bytes input
+        >>> bytes_data = b"Binary data"
+        >>> result = deserializer.deserialize(bytes_data)
+        >>> print(result == bytes_data)  # Output: True
+        """
+        return base64.b64decode(data).decode("utf-8")
diff --git a/aws_lambda_powertools/utilities/kafka/deserializer/deserializer.py b/aws_lambda_powertools/utilities/kafka/deserializer/deserializer.py
new file mode 100644
index 00000000000..81c34be3aa5
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/deserializer/deserializer.py
@@ -0,0 +1,107 @@
+from __future__ import annotations
+
+import hashlib
+from typing import TYPE_CHECKING, Any
+
+from aws_lambda_powertools.utilities.kafka.deserializer.default import DefaultDeserializer
+from aws_lambda_powertools.utilities.kafka.deserializer.json import JsonDeserializer
+
+if TYPE_CHECKING:
+    from aws_lambda_powertools.utilities.kafka.deserializer.base import DeserializerBase
+
+# Cache for deserializers
+_deserializer_cache: dict[str, DeserializerBase] = {}
+
+
+def _get_cache_key(schema_type: str | object, schema_value: Any) -> str:
+    if schema_value is None:
+        return str(schema_type)
+
+    if isinstance(schema_value, str):
+        # For string schemas like Avro, hash the content
+        schema_hash = hashlib.md5(schema_value.encode("utf-8"), usedforsecurity=False).hexdigest()
+    else:
+        # For objects like Protobuf, use the object id
+        schema_hash = str(id(schema_value))
+
+    return f"{schema_type}_{schema_hash}"
+
+
+def get_deserializer(schema_type: str | object, schema_value: Any) -> DeserializerBase:
+    """
+    Factory function to get the appropriate deserializer based on schema type.
+
+    This function creates and returns a deserializer instance that corresponds to the
+    specified schema type. It handles lazy imports for optional dependencies.
+
+    Parameters
+    ----------
+    schema_type : str
+        The type of schema to use for deserialization.
+        Supported values are: "AVRO", "PROTOBUF", "JSON", or any other value for no-op.
+    schema_value : Any
+        The schema definition to use for deserialization. The format depends on the
+        schema_type:
+        - For "AVRO": A string containing the Avro schema definition
+        - For "PROTOBUF": A object containing the Protobuf schema definition
+        - For "JSON": Not used (can be None)
+        - For other types: Not used (can be None)
+
+    Returns
+    -------
+    DeserializerBase
+        An instance of a deserializer that implements the DeserializerBase interface.
+
+    Examples
+    --------
+    >>> # Get an Avro deserializer
+    >>> avro_schema = '''
+    ...     {
+    ...       "type": "record",
+    ...       "name": "User",
+    ...       "fields": [
+    ...         {"name": "name", "type": "string"},
+    ...         {"name": "age", "type": "int"}
+    ...       ]
+    ...     }
+    ... '''
+    >>> deserializer = get_deserializer("AVRO", avro_schema)
+    >>>
+    >>> # Get a JSON deserializer
+    >>> json_deserializer = get_deserializer("JSON", None)
+    >>>
+    >>> # Get a no-op deserializer for raw data
+    >>> no_op_deserializer = get_deserializer("RAW", None)
+    """
+
+    # Generate a cache key based on schema type and value
+    cache_key = _get_cache_key(schema_type, schema_value)
+
+    # Check if we already have this deserializer in cache
+    if cache_key in _deserializer_cache:
+        return _deserializer_cache[cache_key]
+
+    deserializer: DeserializerBase
+
+    if schema_type == "AVRO":
+        # Import here to avoid dependency if not used
+        from aws_lambda_powertools.utilities.kafka.deserializer.avro import AvroDeserializer
+
+        deserializer = AvroDeserializer(schema_value)
+    elif schema_type == "PROTOBUF":
+        # Import here to avoid dependency if not used
+        from aws_lambda_powertools.utilities.kafka.deserializer.protobuf import ProtobufDeserializer
+
+        deserializer = ProtobufDeserializer(schema_value)
+    elif schema_type == "JSON":
+        deserializer = JsonDeserializer()
+
+    else:
+        # Default to no-op deserializer
+        deserializer = DefaultDeserializer()
+
+    # Store in cache for future use
+    _deserializer_cache[cache_key] = deserializer
+
+    # Default to default deserializer that is base64 decode + bytes decoded
+    return deserializer
diff --git a/aws_lambda_powertools/utilities/kafka/deserializer/json.py b/aws_lambda_powertools/utilities/kafka/deserializer/json.py
new file mode 100644
index 00000000000..afd8effd489
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/deserializer/json.py
@@ -0,0 +1,53 @@
+from __future__ import annotations
+
+import base64
+import json
+
+from aws_lambda_powertools.utilities.kafka.deserializer.base import DeserializerBase
+from aws_lambda_powertools.utilities.kafka.exceptions import KafkaConsumerDeserializationError
+
+
+class JsonDeserializer(DeserializerBase):
+    """
+    Deserializer for JSON formatted data.
+
+    This class provides functionality to deserialize JSON data from bytes or string
+    into Python dictionaries.
+    """
+
+    def deserialize(self, data: bytes | str) -> dict:
+        """
+        Deserialize JSON data to a Python dictionary.
+
+        Parameters
+        ----------
+        data : bytes or str
+            The JSON data to deserialize. If provided as bytes, it will be decoded as UTF-8.
+            If provided as a string, it's assumed to be base64-encoded and will be decoded first.
+
+        Returns
+        -------
+        dict
+            Deserialized data as a dictionary.
+
+        Raises
+        ------
+        KafkaConsumerDeserializationError
+            When the data cannot be deserialized as valid JSON.
+
+        Examples
+        --------
+        >>> deserializer = JsonDeserializer()
+        >>> json_data = '{"key": "value", "number": 123}'
+        >>> try:
+        ...     result = deserializer.deserialize(json_data)
+        ...     print(result["key"])  # Output: value
+        ... except KafkaConsumerDeserializationError as e:
+        ...     print(f"Failed to deserialize: {e}")
+        """
+        try:
+            return json.loads(base64.b64decode(data).decode("utf-8"))
+        except Exception as e:
+            raise KafkaConsumerDeserializationError(
+                f"Error trying to deserialize json data -  {type(e).__name__}: {str(e)}",
+            ) from e
diff --git a/aws_lambda_powertools/utilities/kafka/deserializer/protobuf.py b/aws_lambda_powertools/utilities/kafka/deserializer/protobuf.py
new file mode 100644
index 00000000000..a9209330505
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/deserializer/protobuf.py
@@ -0,0 +1,117 @@
+from __future__ import annotations
+
+from typing import Any
+
+from google.protobuf.internal.decoder import _DecodeVarint  # type: ignore[attr-defined]
+from google.protobuf.json_format import MessageToDict
+
+from aws_lambda_powertools.utilities.kafka.deserializer.base import DeserializerBase
+from aws_lambda_powertools.utilities.kafka.exceptions import (
+    KafkaConsumerDeserializationError,
+)
+
+
+class ProtobufDeserializer(DeserializerBase):
+    """
+    Deserializer for Protocol Buffer formatted data.
+
+    This class provides functionality to deserialize Protocol Buffer binary data
+    into Python dictionaries using the provided Protocol Buffer message class.
+    """
+
+    def __init__(self, message_class: Any):
+        self.message_class = message_class
+
+    def deserialize(self, data: bytes | str) -> dict:
+        """
+        Deserialize Protocol Buffer binary data to a Python dictionary.
+
+        Parameters
+        ----------
+        data : bytes or str
+            The Protocol Buffer binary data to deserialize. If provided as a string,
+            it's assumed to be base64-encoded and will be decoded first.
+
+        Returns
+        -------
+        dict
+            Deserialized data as a dictionary with field names preserved from the
+            Protocol Buffer definition.
+
+        Raises
+        ------
+        KafkaConsumerDeserializationError
+            When the data cannot be deserialized according to the message class,
+            typically due to data format incompatibility or incorrect message class.
+
+        Notes
+        -----
+        This deserializer handles both standard Protocol Buffer format and the Confluent
+        Schema Registry format which includes message index information. It will first try
+        standard deserialization and fall back to message index handling if needed.
+
+        Example
+        --------
+        >>> # Assuming proper protobuf setup
+        >>> deserializer = ProtobufDeserializer(my_proto_module.MyMessage)
+        >>> proto_data = b'...'  # binary protobuf data
+        >>> try:
+        ...     result = deserializer.deserialize(proto_data)
+        ...     # Process the deserialized dictionary
+        ... except KafkaConsumerDeserializationError as e:
+        ...     print(f"Failed to deserialize: {e}")
+        """
+        value = self._decode_input(data)
+        try:
+            message = self.message_class()
+            message.ParseFromString(value)
+            return MessageToDict(message, preserving_proto_field_name=True)
+        except Exception:
+            return self._deserialize_with_message_index(value, self.message_class())
+
+    def _deserialize_with_message_index(self, data: bytes, parser: Any) -> dict:
+        """
+        Deserialize protobuf message with Confluent message index handling.
+
+        Parameters
+        ----------
+        data : bytes
+            data
+        parser : google.protobuf.message.Message
+            Protobuf message instance to parse the data into
+
+        Returns
+        -------
+        dict
+            Dictionary representation of the parsed protobuf message with original field names
+
+        Raises
+        ------
+        KafkaConsumerDeserializationError
+            If deserialization fails
+
+        Notes
+        -----
+        This method handles the special case of Confluent Schema Registry's message index
+        format, where the message is prefixed with either a single 0 (for the first schema)
+        or a list of schema indexes. The actual protobuf message follows these indexes.
+        """
+
+        buffer = memoryview(data)
+        pos = 0
+
+        try:
+            first_value, new_pos = _DecodeVarint(buffer, pos)
+            pos = new_pos
+
+            if first_value != 0:
+                for _ in range(first_value):
+                    _, new_pos = _DecodeVarint(buffer, pos)
+                    pos = new_pos
+
+            parser.ParseFromString(data[pos:])
+            return MessageToDict(parser, preserving_proto_field_name=True)
+        except Exception as e:
+            raise KafkaConsumerDeserializationError(
+                f"Error trying to deserialize protobuf data - {type(e).__name__}: {str(e)}",
+            ) from e
diff --git a/aws_lambda_powertools/utilities/kafka/exceptions.py b/aws_lambda_powertools/utilities/kafka/exceptions.py
new file mode 100644
index 00000000000..c8b5ee810a2
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/exceptions.py
@@ -0,0 +1,22 @@
+class KafkaConsumerAvroSchemaParserError(Exception):
+    """
+    Error raised when parsing Avro schema definition fails.
+    """
+
+
+class KafkaConsumerDeserializationError(Exception):
+    """
+    Error raised when message deserialization fails.
+    """
+
+
+class KafkaConsumerMissingSchemaError(Exception):
+    """
+    Error raised when a required schema is not provided.
+    """
+
+
+class KafkaConsumerOutputSerializerError(Exception):
+    """
+    Error raised when output serializer fails.
+    """
diff --git a/aws_lambda_powertools/utilities/kafka/kafka_consumer.py b/aws_lambda_powertools/utilities/kafka/kafka_consumer.py
new file mode 100644
index 00000000000..b4bacea545e
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/kafka_consumer.py
@@ -0,0 +1,60 @@
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, Any
+
+from aws_lambda_powertools.middleware_factory import lambda_handler_decorator
+from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
+
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+    from aws_lambda_powertools.utilities.typing import LambdaContext
+
+
+@lambda_handler_decorator
+def kafka_consumer(
+    handler: Callable[[Any, LambdaContext], Any],
+    event: dict[str, Any],
+    context: LambdaContext,
+    schema_config: SchemaConfig | None = None,
+):
+    """
+    Decorator for processing Kafka consumer records in AWS Lambda functions.
+
+    This decorator transforms the raw Lambda event into a ConsumerRecords object,
+    making it easier to process Kafka messages with optional schema validation
+    and deserialization.
+
+    Parameters
+    ----------
+    handler : Callable[[Any, LambdaContext], Any]
+        The Lambda handler function being decorated.
+    event : dict[str, Any]
+        The Lambda event containing Kafka records.
+    context : LambdaContext
+        The Lambda context object.
+    schema_config : SchemaConfig, optional
+        Schema configuration for deserializing Kafka records.
+        Must be an instance of SchemaConfig.
+
+    Returns
+    -------
+    Any
+        The return value from the handler function.
+
+    Examples
+    --------
+    >>> from aws_lambda_powertools.utilities.kafka import kafka_consumer, SchemaConfig
+    >>>
+    >>> # With schema validation using SchemaConfig
+    >>> schema_config = SchemaConfig(value_schema_type="JSON")
+    >>>
+    >>> @kafka_consumer(schema_config=schema_config)
+    >>> def handler_with_schema(records, context):
+    >>>     for record in records:
+    >>>         # record.value will be automatically deserialized according to schema_config
+    >>>         process_message(record.value)
+    >>>     return {"statusCode": 200}
+    """
+    return handler(ConsumerRecords(event, schema_config), context)
diff --git a/aws_lambda_powertools/utilities/kafka/schema_config.py b/aws_lambda_powertools/utilities/kafka/schema_config.py
new file mode 100644
index 00000000000..70efea3d43c
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/schema_config.py
@@ -0,0 +1,83 @@
+from __future__ import annotations
+
+from typing import Any, Literal
+
+from aws_lambda_powertools.utilities.kafka.exceptions import KafkaConsumerMissingSchemaError
+
+
+class SchemaConfig:
+    """
+    Configuration for schema management in Kafka consumers.
+
+    This class handles schema configuration for both keys and values in Kafka records,
+    supporting AVRO, PROTOBUF, and JSON schema types.
+
+    Parameters
+    ----------
+    value_schema_type : {'AVRO', 'PROTOBUF', 'JSON', None}, default=None
+        Schema type for message values.
+    value_schema : str, optional
+        Schema definition for message values. Required when value_schema_type is 'AVRO' or 'PROTOBUF'.
+    value_output_serializer : Any, optional
+        Custom output serializer for message values. Supports Pydantic classes, Dataclasses and Custom Class
+    key_schema_type : {'AVRO', 'PROTOBUF', 'JSON', None}, default=None
+        Schema type for message keys.
+    key_schema : str, optional
+        Schema definition for message keys. Required when key_schema_type is 'AVRO' or 'PROTOBUF'.
+    key_output_serializer : Any, optional
+        Custom serializer for message keys. Supports Pydantic classes, Dataclasses and Custom Class
+
+    Raises
+    ------
+    KafkaConsumerMissingSchemaError
+        When schema_type is set to 'AVRO' or 'PROTOBUF' but the corresponding schema
+        definition is not provided.
+
+    Examples
+    --------
+    >>> # Configure with AVRO schema for values
+    >>> avro_schema = '''
+    ... {
+    ...   "type": "record",
+    ...   "name": "User",
+    ...   "fields": [
+    ...     {"name": "name", "type": "string"},
+    ...     {"name": "age", "type": "int"}
+    ...   ]
+    ... }
+    ... '''
+    >>> config = SchemaConfig(value_schema_type="AVRO", value_schema=avro_schema)
+
+    >>> # Configure with JSON schema for both keys and values
+    >>> config = SchemaConfig(
+    ...     value_schema_type="JSON",
+    ...     key_schema_type="JSON"
+    ... )
+    """
+
+    def __init__(
+        self,
+        value_schema_type: Literal["AVRO", "PROTOBUF", "JSON"] | None = None,
+        value_schema: str | None = None,
+        value_output_serializer: Any | None = None,
+        key_schema_type: Literal["AVRO", "PROTOBUF", "JSON", None] | None = None,
+        key_schema: str | None = None,
+        key_output_serializer: Any | None = None,
+    ):
+        # Validate schema requirements
+        self._validate_schema_requirements(value_schema_type, value_schema, "value")
+        self._validate_schema_requirements(key_schema_type, key_schema, "key")
+
+        self.value_schema_type = value_schema_type
+        self.value_schema = value_schema
+        self.value_output_serializer = value_output_serializer
+        self.key_schema_type = key_schema_type
+        self.key_schema = key_schema
+        self.key_output_serializer = key_output_serializer
+
+    def _validate_schema_requirements(self, schema_type: str | None, schema: str | None, prefix: str) -> None:
+        """Validate that schema is provided when required by schema_type."""
+        if schema_type in ["AVRO", "PROTOBUF"] and schema is None:
+            raise KafkaConsumerMissingSchemaError(
+                f"{prefix}_schema must be provided when {prefix}_schema_type is {schema_type}",
+            )
diff --git a/aws_lambda_powertools/utilities/kafka/serialization/__init__.py b/aws_lambda_powertools/utilities/kafka/serialization/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/aws_lambda_powertools/utilities/kafka/serialization/base.py b/aws_lambda_powertools/utilities/kafka/serialization/base.py
new file mode 100644
index 00000000000..3ef422d74b7
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/serialization/base.py
@@ -0,0 +1,56 @@
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from typing import TYPE_CHECKING, Any
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
+
+    from aws_lambda_powertools.utilities.kafka.serialization.types import T
+
+
+class OutputSerializerBase(ABC):
+    """
+    Abstract base class for output serializers.
+
+    This class defines the interface for serializers that transform dictionary data
+    into specific output formats or class instances.
+
+    Methods
+    -------
+    serialize(data, output)
+        Abstract method that must be implemented by subclasses to serialize data.
+
+    Examples
+    --------
+    >>> class MyOutputSerializer(OutputSerializerBase):
+    ...     def serialize(self, data: dict[str, Any], output=None):
+    ...         if output:
+    ...             # Convert dictionary to class instance
+    ...             return output(**data)
+    ...         return data  # Return as is if no output class provided
+    """
+
+    @abstractmethod
+    def serialize(self, data: dict[str, Any], output: type[T] | Callable | None = None) -> T | dict[str, Any]:
+        """
+        Serialize dictionary data into a specific output format or class instance.
+
+        This abstract method must be implemented by subclasses to provide
+        specific serialization logic.
+
+        Parameters
+        ----------
+        data : dict[str, Any]
+            The dictionary data to serialize.
+        output : type[T] or None, optional
+            Optional class type to convert the dictionary into. If provided,
+            the method should return an instance of this class.
+
+        Returns
+        -------
+        T or dict[str, Any]
+            An instance of output if provided, otherwise a processed dictionary.
+            The generic type T represents the type of the output.
+        """
+        raise NotImplementedError("Subclasses must implement this method")
diff --git a/aws_lambda_powertools/utilities/kafka/serialization/custom_dict.py b/aws_lambda_powertools/utilities/kafka/serialization/custom_dict.py
new file mode 100644
index 00000000000..b644e5f9b68
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/serialization/custom_dict.py
@@ -0,0 +1,22 @@
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, Any
+
+from aws_lambda_powertools.utilities.kafka.serialization.base import OutputSerializerBase
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
+
+    from aws_lambda_powertools.utilities.kafka.serialization.types import T
+
+
+class CustomDictOutputSerializer(OutputSerializerBase):
+    """
+    Serializer that allows custom dict transformations.
+
+    This serializer takes dictionary data and either returns it as-is or passes it
+    through a custom transformation function provided as the output parameter.
+    """
+
+    def serialize(self, data: dict[str, Any], output: type[T] | Callable | None = None) -> T | dict[str, Any]:
+        return data if output is None else output(data)  # type: ignore[call-arg]
diff --git a/aws_lambda_powertools/utilities/kafka/serialization/dataclass.py b/aws_lambda_powertools/utilities/kafka/serialization/dataclass.py
new file mode 100644
index 00000000000..2cdbfe11be2
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/serialization/dataclass.py
@@ -0,0 +1,25 @@
+from __future__ import annotations
+
+from dataclasses import is_dataclass
+from typing import TYPE_CHECKING, Any, cast
+
+from aws_lambda_powertools.utilities.kafka.serialization.base import OutputSerializerBase
+from aws_lambda_powertools.utilities.kafka.serialization.types import T
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
+
+
+class DataclassOutputSerializer(OutputSerializerBase):
+    """
+    Serializer that converts dictionary data into dataclass instances.
+
+    This serializer takes dictionary data and converts it into an instance of the specified
+    dataclass type.
+    """
+
+    def serialize(self, data: dict[str, Any], output: type[T] | Callable | None = None) -> T | dict[str, Any]:
+        if not is_dataclass(output):  # pragma: no cover
+            raise ValueError("Output class must be a dataclass")
+
+        return cast(T, output(**data))
diff --git a/aws_lambda_powertools/utilities/kafka/serialization/pydantic.py b/aws_lambda_powertools/utilities/kafka/serialization/pydantic.py
new file mode 100644
index 00000000000..63484644ba3
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/serialization/pydantic.py
@@ -0,0 +1,26 @@
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, Any
+
+from pydantic import TypeAdapter
+
+from aws_lambda_powertools.utilities.kafka.serialization.base import OutputSerializerBase
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
+
+    from aws_lambda_powertools.utilities.kafka.serialization.types import T
+
+
+class PydanticOutputSerializer(OutputSerializerBase):
+    """
+    Serializer that converts dictionary data into Pydantic model instances.
+
+    This serializer takes dictionary data and validates/converts it into an instance
+    of the specified Pydantic model type using Pydantic's TypeAdapter.
+    """
+
+    def serialize(self, data: dict[str, Any], output: type[T] | Callable | None = None) -> T | dict[str, Any]:
+        # Use TypeAdapter for better support of Union types and other complex types
+        adapter: TypeAdapter = TypeAdapter(output)
+        return adapter.validate_python(data)
diff --git a/aws_lambda_powertools/utilities/kafka/serialization/serialization.py b/aws_lambda_powertools/utilities/kafka/serialization/serialization.py
new file mode 100644
index 00000000000..2a6bc45dc29
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/serialization/serialization.py
@@ -0,0 +1,65 @@
+from __future__ import annotations
+
+import sys
+from dataclasses import is_dataclass
+from typing import TYPE_CHECKING, Annotated, Any, Optional, Union, get_args, get_origin
+
+# Conditionally import or define UnionType based on Python version
+if sys.version_info >= (3, 10):
+    from types import UnionType  # Available in Python 3.10+
+else:
+    UnionType = Union  # Fallback for Python 3.9
+
+from aws_lambda_powertools.utilities.kafka.serialization.custom_dict import CustomDictOutputSerializer
+from aws_lambda_powertools.utilities.kafka.serialization.dataclass import DataclassOutputSerializer
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
+
+    from aws_lambda_powertools.utilities.kafka.serialization.types import T
+
+
+def _get_output_serializer(output: type[T] | Callable | None = None) -> Any:
+    """
+    Returns the appropriate serializer for the given output class.
+    Uses lazy imports to avoid unnecessary dependencies.
+    """
+    # Check if it's a dataclass
+    if is_dataclass(output):
+        return DataclassOutputSerializer()
+
+    if _is_pydantic_model(output):
+        from aws_lambda_powertools.utilities.kafka.serialization.pydantic import PydanticOutputSerializer
+
+        return PydanticOutputSerializer()
+
+    # Default to custom serializer
+    return CustomDictOutputSerializer()
+
+
+def _is_pydantic_model(obj: Any) -> bool:
+    if isinstance(obj, type):
+        # Check for Pydantic model attributes without direct import
+        has_model_fields = getattr(obj, "model_fields", None) is not None
+        has_model_validate = callable(getattr(obj, "model_validate", None))
+        return has_model_fields and has_model_validate
+
+    origin = get_origin(obj)
+    if origin in (Union, Optional, Annotated) or (sys.version_info >= (3, 10) and origin in (Union, UnionType)):
+        # Check if any element in the Union is a Pydantic model
+        for arg in get_args(obj):
+            if _is_pydantic_model(arg):
+                return True
+
+    return False
+
+
+def serialize_to_output_type(
+    data: object | dict[str, Any],
+    output: type[T] | Callable | None = None,
+) -> T | dict[str, Any]:
+    """
+    Helper function to directly serialize data to the specified output class
+    """
+    serializer = _get_output_serializer(output)
+    return serializer.serialize(data, output)
diff --git a/aws_lambda_powertools/utilities/kafka/serialization/types.py b/aws_lambda_powertools/utilities/kafka/serialization/types.py
new file mode 100644
index 00000000000..b186d5ad68b
--- /dev/null
+++ b/aws_lambda_powertools/utilities/kafka/serialization/types.py
@@ -0,0 +1,3 @@
+from typing import TypeVar
+
+T = TypeVar("T")
diff --git a/aws_lambda_powertools/utilities/parser/models/kafka.py b/aws_lambda_powertools/utilities/parser/models/kafka.py
index c365c51c63c..717d47ff26c 100644
--- a/aws_lambda_powertools/utilities/parser/models/kafka.py
+++ b/aws_lambda_powertools/utilities/parser/models/kafka.py
@@ -8,6 +8,11 @@
 SERVERS_DELIMITER = ","
 
 
+class KafkaRecordSchemaMetadata(BaseModel):
+    dataFormat: str
+    schemaId: str
+
+
 class KafkaRecordModel(BaseModel):
     topic: str
     partition: int
@@ -17,6 +22,8 @@ class KafkaRecordModel(BaseModel):
     key: Optional[bytes] = None
     value: Union[str, Type[BaseModel]]
     headers: List[Dict[str, bytes]]
+    keySchemaMetadata: Optional[KafkaRecordSchemaMetadata] = None
+    valueSchemaMetadata: Optional[KafkaRecordSchemaMetadata] = None
 
     # key is optional; only decode if not None
     @field_validator("key", mode="before")
diff --git a/docs/core/event_handler/bedrock_agents.md b/docs/core/event_handler/bedrock_agents.md
index 1acc6654b47..0e6adcd9767 100644
--- a/docs/core/event_handler/bedrock_agents.md
+++ b/docs/core/event_handler/bedrock_agents.md
@@ -1,6 +1,7 @@
 ---
 title: Amazon Bedrock Agents
 description: Core utility
+status: new
 ---
 
 Create [Amazon Bedrock Agents](https://docs.aws.amazon.com/bedrock/latest/userguide/agents.html#agents-how){target="_blank"} using event handlers with two different action groups approaches:
diff --git a/docs/includes/_layer_homepage_arm64.md b/docs/includes/_layer_homepage_arm64.md
index 87cf6b848eb..dc17e2adcb4 100644
--- a/docs/includes/_layer_homepage_arm64.md
+++ b/docs/includes/_layer_homepage_arm64.md
@@ -5,178 +5,178 @@
 
         | Region               | Layer ARN                                                                                                                  |
         | -------------------- | -------------------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.10"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.11"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.12"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.13"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:16**{: .copyMe}:clipboard:      |
diff --git a/docs/includes/_layer_homepage_x86.md b/docs/includes/_layer_homepage_x86.md
index 108133cef33..cb35d0c0d08 100644
--- a/docs/includes/_layer_homepage_x86.md
+++ b/docs/includes/_layer_homepage_x86.md
@@ -5,183 +5,183 @@
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.10"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.11"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.12"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16**{: .copyMe}:clipboard:      |
 
     === "Python 3.13"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:     |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard:      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard: |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-central-1`**   | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`me-south-1`**     | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:     |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:16**{: .copyMe}:clipboard:      |
diff --git a/docs/index.md b/docs/index.md
index ff67c81a525..51b7d47defc 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -205,7 +205,7 @@ You can install Powertools for AWS Lambda (Python) using your favorite dependenc
         You can use AWS CLI to generate a pre-signed URL to download the contents of our Lambda Layer.
 
         ```bash title="AWS CLI command to download Lambda Layer content"
-        aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15 --region eu-west-1
+        aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16 --region eu-west-1
         ```
 
         You'll find the pre-signed URL under `Location` key as part of the CLI command output.
@@ -319,7 +319,7 @@ In this context, `[aws-sdk]` is an alias to the `boto3` package. Due to dependen
 The pre-signed URL to download this Lambda Layer will be within `Location` key in the CLI output. The CLI output will also contain the Powertools for AWS Lambda version it contains.
 
 ```bash title="AWS CLI command to download Lambda Layer content"
-aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15 --region eu-west-1
+aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16 --region eu-west-1
 ```
 
 #### SAR
@@ -527,6 +527,9 @@ Knowing which companies are using this library is important to help prioritize t
 [**Guild**](https://guild.com/){target="_blank" rel="nofollow"}
 { .card }
 
+[**Instil**](https://instil.co/){target="_blank" rel="nofollow"}
+{ .card }
+
 [**IMS**](https://ims.tech/){target="_blank" rel="nofollow"}
 { .card }
 
diff --git a/docs/requirements.in b/docs/requirements.in
index db91345fa0d..713d15eac09 100644
--- a/docs/requirements.in
+++ b/docs/requirements.in
@@ -1,3 +1,3 @@
 mkdocs-git-revision-date-plugin==0.3.2
-mkdocstrings-python==1.16.11
+mkdocstrings-python==1.16.12
 mkdocs-llmstxt==0.2.0
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 01a80988482..25f47841ca4 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -165,9 +165,9 @@ mkdocstrings==0.29.1 \
     --hash=sha256:37a9736134934eea89cbd055a513d40a020d87dfcae9e3052c2a6b8cd4af09b6 \
     --hash=sha256:8722f8f8c5cd75da56671e0a0c1bbed1df9946c0cef74794d6141b34011abd42
     # via mkdocstrings-python
-mkdocstrings-python==1.16.11 \
-    --hash=sha256:25d96cc9c1f9c272ea1bd8222c900b5f852bf46c984003e9c7c56eaa4696190f \
-    --hash=sha256:935f95efa887f99178e4a7becaaa1286fb35adafffd669b04fd611d97c00e5ce
+mkdocstrings-python==1.16.12 \
+    --hash=sha256:22ded3a63b3d823d57457a70ff9860d5a4de9e8b1e482876fc9baabaf6f5f374 \
+    --hash=sha256:9b9eaa066e0024342d433e332a41095c4e429937024945fea511afe58f63175d
     # via -r requirements.in
 packaging==24.1 \
     --hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \
diff --git a/docs/utilities/kafka.md b/docs/utilities/kafka.md
new file mode 100644
index 00000000000..18e81ddb056
--- /dev/null
+++ b/docs/utilities/kafka.md
@@ -0,0 +1,973 @@
+---
+title: Kafka Consumer
+description: Utility
+status: new
+---
+
+<!-- markdownlint-disable MD043 -->
+
+The Kafka Consumer utility transparently handles message deserialization, provides an intuitive developer experience, and integrates seamlessly with the rest of the Powertools for AWS Lambda ecosystem.
+
+```mermaid
+flowchart LR
+    KafkaTopic["Kafka Topic"] --> MSK["Amazon MSK"]
+    KafkaTopic --> MSKServerless["Amazon MSK Serverless"]
+    KafkaTopic --> SelfHosted["Self-hosted Kafka"]
+    MSK --> EventSourceMapping["Event Source Mapping"]
+    MSKServerless --> EventSourceMapping
+    SelfHosted --> EventSourceMapping
+    EventSourceMapping --> Lambda["Lambda Function"]
+    Lambda --> KafkaConsumer["Kafka Consumer Utility"]
+    KafkaConsumer --> Deserialization["Deserialization"]
+    Deserialization --> YourLogic["Your Business Logic"]
+```
+
+## Key features
+
+* Automatic deserialization of Kafka messages (JSON, Avro, and Protocol Buffers)
+* Simplified event record handling with intuitive interface
+* Support for key and value deserialization
+* Support for custom output serializers (e.g., dataclasses, Pydantic models)
+* Support for ESM with and without Schema Registry integration
+* Proper error handling for deserialization issues
+
+## Terminology
+
+**Event Source Mapping (ESM)**  A Lambda feature that reads from streaming sources (like Kafka) and invokes your Lambda function. It manages polling, batching, and error handling automatically, eliminating the need for consumer management code.
+
+**Record Key and Value** A Kafka messages contain two important parts: an optional key that determines the partition and a value containing the actual message data. Both are base64-encoded in Lambda events and can be independently deserialized.
+
+**Deserialization** Is the process of converting binary data (base64-encoded in Lambda events) into usable Python objects according to a specific format like JSON, Avro, or Protocol Buffers. Powertools handles this conversion automatically.
+
+**SchemaConfig class** Contains parameters that tell Powertools how to interpret message data, including the format type (JSON, Avro, Protocol Buffers) and optional schema definitions needed for binary formats.
+
+**Output Serializer** A Pydantic model, Python dataclass, or any custom class that helps structure data for your business logic.
+
+**Schema Registry** Is a centralized service that stores and validates schemas, ensuring producers and consumers maintain compatibility when message formats evolve over time.
+
+## Moving from traditional Kafka consumers
+
+Lambda processes Kafka messages as discrete events rather than continuous streams, requiring a different approach to consumer development that Powertools for AWS helps standardize.
+
+| Aspect | Traditional Kafka Consumers | Lambda Kafka Consumer |
+|--------|----------------------------|----------------------|
+| **Model** | Pull-based (you poll for messages) | Push-based (Lambda invoked with messages) |
+| **Scaling** | Manual scaling configuration | Automatic scaling to partition count |
+| **State** | Long-running application with state | Stateless, ephemeral executions |
+| **Offsets** | Manual offset management | Automatic offset commitment |
+| **Schema Validation** | Client-side schema validation | Optional Schema Registry integration with Event Source Mapping |
+| **Error Handling** | Per-message retry control | Batch-level retry policies |
+
+## Getting started
+
+### Installation
+
+Install the Powertools for AWS Lambda package with the appropriate extras for your use case:
+
+```bash
+# Basic installation - includes JSON support
+pip install aws-lambda-powertools
+
+# For processing Avro messages
+pip install 'aws-lambda-powertools[kafka-consumer-avro]'
+
+# For working with Protocol Buffers
+pip install 'aws-lambda-powertools[kafka-consumer-protobuf]'
+```
+
+### Required resources
+
+To use the Kafka consumer utility, you need an AWS Lambda function configured with a Kafka event source. This can be Amazon MSK, MSK Serverless, or a self-hosted Kafka cluster.
+
+=== "getting_started_with_msk.yaml"
+
+    ```yaml
+    AWSTemplateFormatVersion: '2010-09-09'
+    Transform: AWS::Serverless-2016-10-31
+    Resources:
+      KafkaConsumerFunction:
+        Type: AWS::Serverless::Function
+        Properties:
+          Handler: app.lambda_handler
+          Runtime: python3.13
+          Timeout: 30
+          Events:
+            MSKEvent:
+              Type: MSK
+              Properties:
+                StartingPosition: LATEST
+                Stream: !GetAtt MyMSKCluster.Arn
+                Topics:
+                  - my-topic-1
+                  - my-topic-2
+          Policies:
+            - AWSLambdaMSKExecutionRole
+    ```
+
+### Using ESM with Schema Registry
+
+The Event Source Mapping configuration determines which mode is used. With `JSON`, Lambda converts all messages to JSON before invoking your function. With `SOURCE` mode, Lambda preserves the original format, requiring you function to handle the appropriate deserialization.
+
+Powertools for AWS supports both Schema Registry integration modes in your Event Source Mapping configuration.
+
+### Processing Kafka events
+
+The Kafka consumer utility transforms raw Lambda Kafka events into an intuitive format for processing. To handle messages effectively, you'll need to configure a schema that matches your data format.
+
+???+ tip "Using Avro is recommended"
+    We recommend Avro for production Kafka implementations due to its schema evolution capabilities, compact binary format, and integration with Schema Registry. This offers better type safety and forward/backward compatibility compared to JSON.
+
+=== "Avro Messages"
+
+    ```python title="getting_started_with_avro.py"
+    --8<-- "examples/kafka/consumer/src/getting_started_with_avro.py"
+    ```
+
+=== "Protocol Buffers"
+
+    ```python title="getting_started_with_protobuf.py"
+    --8<-- "examples/kafka/consumer/src/getting_started_with_protobuf.py"
+    ```
+
+=== "JSON Messages"
+
+    ```python title="getting_started_with_json.py"
+    --8<-- "examples/kafka/consumer/src/getting_started_with_json.py"
+    ```
+
+### Deserializing keys and values
+
+The `@kafka_consumer` decorator can deserialize both keys and values independently based on your schema configuration. This flexibility allows you to work with different data formats in the same message.
+
+=== "Key and Value Deserialization"
+
+    ```python title="working_with_key_and_value.py"
+    --8<-- "examples/kafka/consumer/src/working_with_key_and_value.py"
+    ```
+
+=== "Value-Only Deserialization"
+
+    ```python title="working_with_value_only.py"
+    --8<-- "examples/kafka/consumer/src/working_with_value_only.py"
+    ```
+
+### Handling primitive types
+
+When working with primitive data types (strings, integers, etc.) rather than structured objects, you can simplify your configuration by omitting the schema specification for that component. Powertools for AWS will deserialize the value always as a string.
+
+???+ tip "Common pattern: Keys with primitive values"
+    Using primitive types (strings, integers) as Kafka message keys is a common pattern for partitioning and identifying messages. Powertools automatically handles these primitive keys without requiring special configuration, making it easy to implement this popular design pattern.
+
+=== "Primitive key"
+
+    ```python title="working_with_primitive_key.py"
+    --8<-- "examples/kafka/consumer/src/working_with_primitive_key.py"
+    ```
+
+=== "Primitive key and value"
+
+    ```python title="working_with_primitive_key_and_value.py"
+    --8<-- "examples/kafka/consumer/src/working_with_primitive_key_and_value.py"
+    ```
+
+### Message format support and comparison
+
+The Kafka consumer utility supports multiple serialization formats to match your existing Kafka implementation. Choose the format that best suits your needs based on performance, schema evolution requirements, and ecosystem compatibility.
+
+???+ tip "Selecting the right format"
+    For new applications, consider Avro or Protocol Buffers over JSON. Both provide schema validation, evolution support, and significantly better performance with smaller message sizes. Avro is particularly well-suited for Kafka due to its built-in schema evolution capabilities.
+
+=== "Supported Formats"
+
+    | Format | Schema Type | Description | Required Parameters |
+    |--------|-------------|-------------|---------------------|
+    | **JSON** | `"JSON"` | Human-readable text format | None |
+    | **Avro** | `"AVRO"` | Compact binary format with schema | `value_schema` (Avro schema string) |
+    | **Protocol Buffers** | `"PROTOBUF"` | Efficient binary format | `value_schema` (Proto message class) |
+
+=== "Format Comparison"
+
+    | Feature | JSON | Avro | Protocol Buffers |
+    |---------|------|------|-----------------|
+    | **Schema Definition** | Optional | Required JSON schema | Required .proto file |
+    | **Schema Evolution** | None | Strong support | Strong support |
+    | **Size Efficiency** | Low | High | Highest |
+    | **Processing Speed** | Slower | Fast | Fastest |
+    | **Human Readability** | High | Low | Low |
+    | **Implementation Complexity** | Low | Medium | Medium |
+    | **Additional Dependencies** | None | `avro` package | `protobuf` package |
+
+Choose the serialization format that best fits your needs:
+
+* **JSON**: Best for simplicity and when schema flexibility is important
+* **Avro**: Best for systems with evolving schemas and when compatibility is critical
+* **Protocol Buffers**: Best for performance-critical systems with structured data
+
+## Advanced
+
+### Accessing record metadata
+
+Each Kafka record contains important metadata that you can access alongside the deserialized message content. This metadata helps with message processing, troubleshooting, and implementing advanced patterns like exactly-once processing.
+
+=== "Working with Record Metadata"
+
+    ```python
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+    # Define Avro schema
+    avro_schema = """
+    {
+        "type": "record",
+        "name": "Customer",
+        "fields": [
+            {"name": "customer_id", "type": "string"},
+            {"name": "name", "type": "string"},
+            {"name": "email", "type": "string"},
+            {"name": "order_total", "type": "double"}
+        ]
+    }
+    """
+
+    schema_config = SchemaConfig(
+        value_schema_type="AVRO",
+        value_schema=avro_schema
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        for record in event.records:
+            # Log record coordinates for tracing
+            print(f"Processing message from topic '{record.topic}'")
+            print(f"  Partition: {record.partition}, Offset: {record.offset}")
+            print(f"  Produced at: {record.timestamp}")
+
+            # Process message headers
+            if record.headers:
+                for header in record.headers:
+                    print(f"  Header: {header['key']} = {header['value']}")
+
+            # Access the Avro deserialized message content
+            customer = record.value
+            print(f"Processing order for: {customer['name']}")
+            print(f"Order total: ${customer['order_total']}")
+
+            # For debugging, you can access the original raw data
+            # print(f"Raw message: {record.raw_value}")
+
+        return {"statusCode": 200}
+    ```
+
+#### Available metadata properties
+
+| Property | Description | Example Use Case |
+|----------|-------------|-----------------|
+| `topic` | Topic name the record was published to | Routing logic in multi-topic consumers |
+| `partition` | Kafka partition number | Tracking message distribution |
+| `offset` | Position in the partition | De-duplication, exactly-once processing |
+| `timestamp` | Unix timestamp when record was created | Event timing analysis |
+| `timestamp_type` | Timestamp type (CREATE_TIME or LOG_APPEND_TIME) | Data lineage verification |
+| `headers` | Key-value pairs attached to the message | Cross-cutting concerns like correlation IDs |
+| `key` | Deserialized message key | Customer ID or entity identifier |
+| `value` | Deserialized message content | The actual business data |
+| `original_value` | Base64-encoded original message value | Debugging or custom deserialization |
+| `original_key` | Base64-encoded original message key | Debugging or custom deserialization |
+
+### Custom output serializers
+
+Transform deserialized data into your preferred object types using output serializers. This can help you integrate Kafka data with your domain models and application architecture, providing type hints, validation, and structured data access.
+
+???+ tip "Choosing the right output serializer"
+    - **Pydantic models** offer robust data validation at runtime and excellent IDE support
+    - **Dataclasses** provide lightweight type hints with better performance than Pydantic
+    - **Custom classes** give complete flexibility for complex transformations and business logic
+
+=== "Pydantic Models"
+
+    ```python
+    from pydantic import BaseModel, Field, EmailStr
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+    # Define Pydantic model for strong validation
+    class Customer(BaseModel):
+        id: str
+        name: str
+        email: EmailStr
+        tier: str = Field(pattern=r'^(standard|premium|enterprise)$')
+        loyalty_points: int = Field(ge=0)
+
+        def is_premium(self) -> bool:
+            return self.tier in ("premium", "enterprise")
+
+    # Configure with Avro schema and Pydantic output
+    schema_config = SchemaConfig(
+        value_schema_type="JSON",
+        value_output_serializer=Customer
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event, context):
+        for record in event.records:
+            # record.value is now a validated Customer instance
+            customer = record.value
+
+            # Access model properties and methods
+            if customer.is_premium():
+                print(f"Processing premium customer: {customer.name}")
+                apply_premium_benefits(customer)
+
+        return {"statusCode": 200}
+    ```
+
+=== "Python Dataclasses"
+
+    ```python
+    from dataclasses import dataclass
+    from datetime import datetime
+    from typing import List, Optional
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+    # Define dataclasses for type hints and structure
+    @dataclass
+    class OrderItem:
+        product_id: str
+        quantity: int
+        unit_price: float
+
+    @dataclass
+    class Order:
+        order_id: str
+        customer_id: str
+        items: List[OrderItem]
+        created_at: datetime
+        shipped_at: Optional[datetime] = None
+
+        @property
+        def total(self) -> float:
+            return sum(item.quantity * item.unit_price for item in self.items)
+
+    # Helper function to convert timestamps to datetime objects
+    def order_converter(data):
+        # Convert timestamps to datetime objects
+        data['created_at'] = datetime.fromtimestamp(data['created_at']/1000)
+        if data.get('shipped_at'):
+            data['shipped_at'] = datetime.fromtimestamp(data['shipped_at']/1000)
+
+        # Convert order items
+        data['items'] = [OrderItem(**item) for item in data['items']]
+        return Order(**data)
+
+    schema_config = SchemaConfig(
+        value_schema_type="JSON",
+        value_output_serializer=order_converter
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event, context):
+        for record in event.records:
+            # record.value is now an Order object
+            order = record.value
+
+            print(f"Processing order {order.order_id} with {len(order.items)} items")
+            print(f"Order total: ${order.total:.2f}")
+
+        return {"statusCode": 200}
+    ```
+
+=== "Custom Class"
+
+    ```python
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+    # Custom class with business logic
+    class EnrichmentProcessor:
+        def __init__(self, data):
+            self.user_id = data['user_id']
+            self.name = data['name']
+            self.preferences = data.get('preferences', {})
+            self._raw_data = data  # Keep original data
+            self._enriched = False
+            self._recommendations = None
+
+        def enrich(self, recommendation_service):
+            """Enrich user data with recommendations"""
+            if not self._enriched:
+                self._recommendations = recommendation_service.get_for_user(self.user_id)
+                self._enriched = True
+            return self
+
+        @property
+        def recommendations(self):
+            if not self._enriched:
+                raise ValueError("Must call enrich() before accessing recommendations")
+            return self._recommendations
+
+    # Configure with custom processor
+    schema_config = SchemaConfig(
+        value_schema_type="JSON",
+        value_output_serializer=EnrichmentProcessor
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event, context):
+        # Initialize services
+        recommendation_service = RecommendationService()
+
+        for record in event.records:
+            # record.value is now an EnrichmentProcessor
+            processor = record.value
+
+            # Use the processor's methods for business logic
+            enriched = processor.enrich(recommendation_service)
+
+            # Access computed properties
+            print(f"User: {enriched.name}")
+            print(f"Top recommendation: {enriched.recommendations[0]['title']}")
+
+        return {"statusCode": 200}
+    ```
+
+### Error handling
+
+Handle errors gracefully when processing Kafka messages to ensure your application maintains resilience and provides clear diagnostic information. The Kafka consumer utility provides specific exception types to help you identify and handle deserialization issues effectively.
+
+=== "Basic Error Handling"
+
+    ```python
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.exceptions import KafkaConsumerDeserializationError
+    from aws_lambda_powertools import Logger
+
+    logger = Logger()
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event, context):
+        successful_records = 0
+        failed_records = 0
+
+        for record in event.records:
+            try:
+                # Process each record individually to isolate failures
+                process_customer_data(record.value)
+                successful_records += 1
+
+            except KafkaConsumerDeserializationError as e:
+                failed_records += 1
+                logger.error(
+                    "Failed to deserialize Kafka message",
+                    extra={
+                        "topic": record.topic,
+                        "partition": record.partition,
+                        "offset": record.offset,
+                        "error": str(e)
+                    }
+                )
+                # Optionally send to DLQ or error topic
+
+            except Exception as e:
+                failed_records += 1
+                logger.error(
+                    "Error processing Kafka message",
+                    extra={
+                        "error": str(e),
+                        "topic": record.topic
+                    }
+                )
+
+        return {
+            "statusCode": 200,
+            "body": f"Processed {successful_records} records successfully, {failed_records} failed"
+        }
+    ```
+
+=== "Handling Schema Errors"
+
+    ```python
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.exceptions import (
+        KafkaConsumerDeserializationError,
+        KafkaConsumerAvroSchemaParserError
+    )
+    from aws_lambda_powertools import Logger, Metrics
+    from aws_lambda_powertools.metrics import MetricUnit
+
+    logger = Logger()
+    metrics = Metrics()
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event, context):
+        metrics.add_metric(name="TotalRecords", unit=MetricUnit.Count, value=len(event.records))
+
+        for record in event.records:
+            try:
+                order = record.value
+                process_order(order)
+                metrics.add_metric(name="ProcessedRecords", unit=MetricUnit.Count, value=1)
+
+            except KafkaConsumerAvroSchemaParserError as e:
+                logger.critical(
+                    "Invalid Avro schema configuration",
+                    extra={"error": str(e)}
+                )
+                metrics.add_metric(name="SchemaErrors", unit=MetricUnit.Count, value=1)
+                # This requires fixing the schema - might want to raise to stop processing
+                raise
+
+            except KafkaConsumerDeserializationError as e:
+                logger.warning(
+                    "Message format doesn't match schema",
+                    extra={
+                        "topic": record.topic,
+                        "error": str(e),
+                        "raw_data_sample": str(record.raw_value)[:100] + "..." if len(record.raw_value) > 100 else record.raw_value
+                    }
+                )
+                metrics.add_metric(name="DeserializationErrors", unit=MetricUnit.Count, value=1)
+                # Send to dead-letter queue for analysis
+                send_to_dlq(record)
+
+        return {"statusCode": 200, "metrics": metrics.serialize_metric_set()}
+    ```
+
+#### Exception types
+
+| Exception | Description | Common Causes |
+|-----------|-------------|---------------|
+| `KafkaConsumerDeserializationError` | Raised when message deserialization fails | Corrupted message data, schema mismatch, or wrong schema type configuration |
+| `KafkaConsumerAvroSchemaParserError` | Raised when parsing Avro schema definition fails | Syntax errors in schema JSON, invalid field types, or malformed schema |
+| `KafkaConsumerMissingSchemaError` | Raised when a required schema is not provided | Missing schema for AVRO or PROTOBUF formats (required parameter) |
+| `KafkaConsumerOutputSerializerError` | Raised when output serializer fails | Error in custom serializer function, incompatible data, or validation failures in Pydantic models |
+
+### Integrating with Idempotency
+
+When processing Kafka messages in Lambda, failed batches can result in message reprocessing. The idempotency utility prevents duplicate processing by tracking which messages have already been handled, ensuring each message is processed exactly once.
+
+The Idempotency utility automatically stores the result of each successful operation, returning the cached result if the same message is processed again, which prevents potentially harmful duplicate operations like double-charging customers or double-counting metrics.
+
+=== "Idempotent Kafka Processing"
+
+    ```python
+    from aws_lambda_powertools import Logger
+    from aws_lambda_powertools.utilities.idempotency import (
+        idempotent_function,
+        DynamoDBPersistenceLayer,
+        IdempotencyConfig
+    )
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+    from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+
+    # Configure persistence layer for idempotency
+    persistence_layer = DynamoDBPersistenceLayer(table_name="IdempotencyTable")
+    logger = Logger()
+
+    # Configure Kafka schema
+    avro_schema = """
+    {
+        "type": "record",
+        "name": "Payment",
+        "fields": [
+            {"name": "payment_id", "type": "string"},
+            {"name": "customer_id", "type": "string"},
+            {"name": "amount", "type": "double"},
+            {"name": "status", "type": "string"}
+        ]
+    }
+    """
+
+    schema_config = SchemaConfig(
+        value_schema_type="AVRO",
+        value_schema=avro_schema
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        for record in event.records:
+            # Process each message with idempotency protection
+            process_payment(
+                payment=record.value,
+                topic=record.topic,
+                partition=record.partition,
+                offset=record.offset
+            )
+
+        return {"statusCode": 200}
+
+    @idempotent_function(
+        data_keyword_argument="payment",
+        config=IdempotencyConfig(
+            event_key_jmespath="topic & '-' & partition & '-' & offset"
+        ),
+        persistence_store=persistence_layer
+    )
+    def process_payment(payment, topic, partition, offset):
+        """Process a payment exactly once"""
+        logger.info(f"Processing payment {payment['payment_id']} from {topic}-{partition}-{offset}")
+
+        # Execute payment logic
+        payment_service.process(
+            payment_id=payment['payment_id'],
+            customer_id=payment['customer_id'],
+            amount=payment['amount']
+        )
+
+        return {"success": True, "payment_id": payment['payment_id']}
+    ```
+
+TIP: By using the Kafka record's unique coordinates (topic, partition, offset) as the idempotency key, you ensure that even if a batch fails and Lambda retries the messages, each message will be processed exactly once.
+
+### Best practices
+
+#### Handling large messages
+
+When processing large Kafka messages in Lambda, be mindful of memory limitations. Although the Kafka consumer utility optimizes memory usage, large deserialized messages can still exhaust Lambda's resources.
+
+=== "Handling Large Messages"
+
+    ```python
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools import Logger
+
+    logger = Logger()
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event, context):
+        for record in event.records:
+            # Example: Handle large product catalog updates differently
+            if record.topic == "product-catalog" and len(record.raw_value) > 3_000_000:
+                logger.info(f"Detected large product catalog update ({len(record.raw_value)} bytes)")
+
+                # Example: Extract S3 reference from message
+                catalog_ref = record.value.get("s3_reference")
+                logger.info(f"Processing catalog from S3: {catalog_ref}")
+
+                # Process via S3 reference instead of direct message content
+                result = process_catalog_from_s3(
+                    bucket=catalog_ref["bucket"],
+                    key=catalog_ref["key"]
+                )
+                logger.info(f"Processed {result['product_count']} products from S3")
+            else:
+                # Regular processing for standard-sized messages
+                process_standard_message(record.value)
+
+        return {"statusCode": 200}
+    ```
+
+For large messages, consider these proven approaches:
+
+* **Store the data**: use Amazon S3 and include only the S3 reference in your Kafka message
+* **Split large payloads**: use multiple smaller messages with sequence identifiers
+* **Increase memory** Increase your Lambda function's memory allocation, which also increases CPU capacity
+
+#### Batch size configuration
+
+The number of Kafka records processed per Lambda invocation is controlled by your Event Source Mapping configuration. Properly sized batches optimize cost and performance.
+
+=== "Batch size configuration"
+    ```yaml
+    Resources:
+    OrderProcessingFunction:
+        Type: AWS::Serverless::Function
+        Properties:
+        Handler: app.lambda_handler
+        Runtime: python3.9
+        Events:
+            KafkaEvent:
+            Type: MSK
+            Properties:
+                Stream: !GetAtt OrdersMSKCluster.Arn
+                Topics:
+                - order-events
+                - payment-events
+                # Configuration for optimal throughput/latency balance
+                BatchSize: 100
+                MaximumBatchingWindowInSeconds: 5
+                StartingPosition: LATEST
+                # Enable partial batch success reporting
+                FunctionResponseTypes:
+                - ReportBatchItemFailures
+    ```
+
+Different workloads benefit from different batch configurations:
+
+* **High-volume, simple processing**: Use larger batches (100-500 records) with short timeout
+* **Complex processing with database operations**: Use smaller batches (10-50 records)
+* **Mixed message sizes**: Set appropriate batching window (1-5 seconds) to handle variability
+
+#### Cross-language compatibility
+
+When using binary serialization formats across multiple programming languages, ensure consistent schema handling to prevent deserialization failures.
+
+=== "Using Java naming convention"
+
+    ```python
+    # Example: Processing Java-produced Avro messages in Python
+    from aws_lambda_powertools.utilities.kafka import kafka_consumer
+    from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+    # Define schema that matches Java producer
+    avro_schema = """
+    {
+        "namespace": "com.example.orders",
+        "type": "record",
+        "name": "OrderEvent",
+        "fields": [
+            {"name": "orderId", "type": "string"},
+            {"name": "customerId", "type": "string"},
+            {"name": "totalAmount", "type": "double"},
+            {"name": "orderDate", "type": "long", "logicalType": "timestamp-millis"}
+        ]
+    }
+    """
+
+    # Configure schema with field name normalization for Python style
+    class OrderProcessor:
+        def __init__(self, data):
+            # Convert Java camelCase to Python snake_case
+            self.order_id = data["orderId"]
+            self.customer_id = data["customerId"]
+            self.total_amount = data["totalAmount"]
+            # Convert Java timestamp to Python datetime
+            self.order_date = datetime.fromtimestamp(data["orderDate"]/1000)
+
+    schema_config = SchemaConfig(
+        value_schema_type="AVRO",
+        value_schema=avro_schema,
+        value_output_serializer=OrderProcessor
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event, context):
+        for record in event.records:
+            order = record.value  # OrderProcessor instance
+            print(f"Processing order {order.order_id} from {order.order_date}")
+    ```
+
+Common cross-language challenges to address:
+
+* **Field naming conventions**: camelCase in Java vs snake_case in Python
+* **Date/time**: representation differences
+* **Numeric precision handling**: especially decimals
+
+### Troubleshooting common errors
+
+### Troubleshooting
+
+#### Deserialization failures
+
+When encountering deserialization errors with your Kafka messages, follow this systematic troubleshooting approach to identify and resolve the root cause.
+
+First, check that your schema definition exactly matches the message format. Even minor discrepancies can cause deserialization failures, especially with binary formats like Avro and Protocol Buffers.
+
+For binary messages that fail to deserialize, examine the raw encoded data:
+
+```python
+# DO NOT include this code in production handlers
+# For troubleshooting purposes only
+import base64
+
+raw_bytes = base64.b64decode(record.raw_value)
+print(f"Message size: {len(raw_bytes)} bytes")
+print(f"First 50 bytes (hex): {raw_bytes[:50].hex()}")
+```
+
+#### Schema compatibility issues
+
+Schema compatibility issues often manifest as successful connections but failed deserialization. Common causes include:
+
+* **Schema evolution without backward compatibility**: New producer schema is incompatible with consumer schema
+* **Field type mismatches**: For example, a field changed from string to integer across systems
+* **Missing required fields**: Fields required by the consumer schema but absent in the message
+* **Default value discrepancies**: Different handling of default values between languages
+
+When using Schema Registry, verify schema compatibility rules are properly configured for your topics and that all applications use the same registry.
+
+#### Memory and timeout optimization
+
+Lambda functions processing Kafka messages may encounter resource constraints, particularly with large batches or complex processing logic.
+
+For memory errors:
+
+* Increase Lambda memory allocation, which also provides more CPU resources
+* Process fewer records per batch by adjusting the `BatchSize` parameter in your event source mapping
+* Consider optimizing your message format to reduce memory footprint
+
+For timeout issues:
+
+* Extend your Lambda function timeout setting to accommodate processing time
+* Implement chunked or asynchronous processing patterns for time-consuming operations
+* Monitor and optimize database operations, external API calls, or other I/O operations in your handler
+
+???+ tip "Monitoring memory usage"
+    Use CloudWatch metrics to track your function's memory utilization. If it consistently exceeds 80% of allocated memory, consider increasing the memory allocation or optimizing your code.
+
+## Kafka consumer workflow
+
+### Using ESM with Schema Registry validation (SOURCE)
+
+<center>
+```mermaid
+sequenceDiagram
+    participant Kafka
+    participant ESM as Event Source Mapping
+    participant SchemaRegistry as Schema Registry
+    participant Lambda
+    participant KafkaConsumer
+    participant YourCode
+    Kafka->>+ESM: Send batch of records
+    ESM->>+SchemaRegistry: Validate schema
+    SchemaRegistry-->>-ESM: Confirm schema is valid
+    ESM->>+Lambda: Invoke with validated records (still encoded)
+    Lambda->>+KafkaConsumer: Pass Kafka event
+    KafkaConsumer->>KafkaConsumer: Parse event structure
+    loop For each record
+        KafkaConsumer->>KafkaConsumer: Decode base64 data
+        KafkaConsumer->>KafkaConsumer: Deserialize based on schema_type
+        alt Output serializer provided
+            KafkaConsumer->>KafkaConsumer: Apply output serializer
+        end
+    end
+    KafkaConsumer->>+YourCode: Provide ConsumerRecords
+    YourCode->>YourCode: Process records
+    YourCode-->>-KafkaConsumer: Return result
+    KafkaConsumer-->>-Lambda: Pass result back
+    Lambda-->>-ESM: Return response
+    ESM-->>-Kafka: Acknowledge processed batch
+```
+</center>
+
+### Using ESM with Schema Registry deserialization (JSON)
+
+<center>
+```mermaid
+sequenceDiagram
+    participant Kafka
+    participant ESM as Event Source Mapping
+    participant SchemaRegistry as Schema Registry
+    participant Lambda
+    participant KafkaConsumer
+    participant YourCode
+    Kafka->>+ESM: Send batch of records
+    ESM->>+SchemaRegistry: Validate and deserialize
+    SchemaRegistry->>SchemaRegistry: Deserialize records
+    SchemaRegistry-->>-ESM: Return deserialized data
+    ESM->>+Lambda: Invoke with pre-deserialized JSON records
+    Lambda->>+KafkaConsumer: Pass Kafka event
+    KafkaConsumer->>KafkaConsumer: Parse event structure
+    loop For each record
+        KafkaConsumer->>KafkaConsumer: Record is already deserialized
+        alt Output serializer provided
+            KafkaConsumer->>KafkaConsumer: Apply output serializer
+        end
+    end
+    KafkaConsumer->>+YourCode: Provide ConsumerRecords
+    YourCode->>YourCode: Process records
+    YourCode-->>-KafkaConsumer: Return result
+    KafkaConsumer-->>-Lambda: Pass result back
+    Lambda-->>-ESM: Return response
+    ESM-->>-Kafka: Acknowledge processed batch
+```
+</center>
+
+### Using ESM without Schema Registry integration
+
+<center>
+```mermaid
+sequenceDiagram
+    participant Kafka
+    participant Lambda
+    participant KafkaConsumer
+    participant YourCode
+    Kafka->>+Lambda: Invoke with batch of records (direct integration)
+    Lambda->>+KafkaConsumer: Pass raw Kafka event
+    KafkaConsumer->>KafkaConsumer: Parse event structure
+    loop For each record
+        KafkaConsumer->>KafkaConsumer: Decode base64 data
+        KafkaConsumer->>KafkaConsumer: Deserialize based on schema_type
+        alt Output serializer provided
+            KafkaConsumer->>KafkaConsumer: Apply output serializer
+        end
+    end
+    KafkaConsumer->>+YourCode: Provide ConsumerRecords
+    YourCode->>YourCode: Process records
+    YourCode-->>-KafkaConsumer: Return result
+    KafkaConsumer-->>-Lambda: Pass result back
+    Lambda-->>-Kafka: Acknowledge processed batch
+```
+</center>
+
+## Testing your code
+
+Testing Kafka consumer functions is straightforward with pytest. You can create simple test fixtures that simulate Kafka events without needing a real Kafka cluster.
+
+=== "Testing your code"
+
+    ```python
+    import pytest
+    import base64
+    import json
+    from your_module import lambda_handler
+
+    def test_process_json_message():
+        """Test processing a simple JSON message"""
+        # Create a test Kafka event with JSON data
+        test_event = {
+            "eventSource": "aws:kafka",
+            "records": {
+                "orders-topic": [
+                    {
+                        "topic": "orders-topic",
+                        "partition": 0,
+                        "offset": 15,
+                        "timestamp": 1545084650987,
+                        "timestampType": "CREATE_TIME",
+                        "key": None,
+                        "value": base64.b64encode(json.dumps({"order_id": "12345", "amount": 99.95}).encode()).decode(),
+                    }
+                ]
+            }
+        }
+
+        # Invoke the Lambda handler
+        response = lambda_handler(test_event, {})
+
+        # Verify the response
+        assert response["statusCode"] == 200
+        assert response.get("processed") == 1
+
+
+    def test_process_multiple_records():
+        """Test processing multiple records in a batch"""
+        # Create a test event with multiple records
+        test_event = {
+            "eventSource": "aws:kafka",
+            "records": {
+                "customers-topic": [
+                    {
+                        "topic": "customers-topic",
+                        "partition": 0,
+                        "offset": 10,
+                        "value": base64.b64encode(json.dumps({"customer_id": "A1", "name": "Alice"}).encode()).decode(),
+                    },
+                    {
+                        "topic": "customers-topic",
+                        "partition": 0,
+                        "offset": 11,
+                        "value": base64.b64encode(json.dumps({"customer_id": "B2", "name": "Bob"}).encode()).decode(),
+                    }
+                ]
+            }
+        }
+
+        # Invoke the Lambda handler
+        response = lambda_handler(test_event, {})
+
+        # Verify the response
+        assert response["statusCode"] == 200
+        assert response.get("processed") == 2
+    ```
diff --git a/examples/homepage/install/arm64/amplify.txt b/examples/homepage/install/arm64/amplify.txt
index e25626cbef7..7d8714a6333 100644
--- a/examples/homepage/install/arm64/amplify.txt
+++ b/examples/homepage/install/arm64/amplify.txt
@@ -6,7 +6,7 @@
 ? Do you want to configure advanced settings? Yes
 ...
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16
 ❯ amplify push -y
 
 
@@ -17,5 +17,5 @@ General information
 - Name: <NAME-OF-FUNCTION>
 ? Which setting do you want to update? Lambda layers configuration
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16
 ? Do you want to edit the local lambda function now? No
diff --git a/examples/homepage/install/arm64/cdk_arm64.py b/examples/homepage/install/arm64/cdk_arm64.py
index 69c3f2b8aba..7ca6131eef3 100644
--- a/examples/homepage/install/arm64/cdk_arm64.py
+++ b/examples/homepage/install/arm64/cdk_arm64.py
@@ -9,7 +9,7 @@ def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
         powertools_layer = aws_lambda.LayerVersion.from_layer_version_arn(
             self,
             id="lambda-powertools",
-            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15",
+            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16",
         )
         aws_lambda.Function(
             self,
diff --git a/examples/homepage/install/arm64/pulumi_arm64.py b/examples/homepage/install/arm64/pulumi_arm64.py
index 0c0cb17f52c..79749c58358 100644
--- a/examples/homepage/install/arm64/pulumi_arm64.py
+++ b/examples/homepage/install/arm64/pulumi_arm64.py
@@ -22,7 +22,7 @@
         pulumi.Output.concat(
             "arn:aws:lambda:",
             aws.get_region_output().name,
-            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15",
+            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16",
         ),
     ],
     tracing_config={"mode": "Active"},
diff --git a/examples/homepage/install/arm64/sam.yaml b/examples/homepage/install/arm64/sam.yaml
index d6944918329..ea4031b8d3b 100644
--- a/examples/homepage/install/arm64/sam.yaml
+++ b/examples/homepage/install/arm64/sam.yaml
@@ -9,4 +9,4 @@ Resources:
           Runtime: python3.12
           Handler: app.lambda_handler
           Layers:
-          - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
+          - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16
diff --git a/examples/homepage/install/arm64/serverless.yml b/examples/homepage/install/arm64/serverless.yml
index 89e3b17fb8a..e56e6fe12ac 100644
--- a/examples/homepage/install/arm64/serverless.yml
+++ b/examples/homepage/install/arm64/serverless.yml
@@ -10,4 +10,4 @@ functions:
     handler: lambda_function.lambda_handler
     architecture: arm64
     layers:
-    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
+    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16
diff --git a/examples/homepage/install/arm64/terraform.tf b/examples/homepage/install/arm64/terraform.tf
index c504ca9be4f..d4410e8564c 100644
--- a/examples/homepage/install/arm64/terraform.tf
+++ b/examples/homepage/install/arm64/terraform.tf
@@ -34,7 +34,7 @@ resource "aws_lambda_function" "test_lambda" {
   role          = aws_iam_role.iam_for_lambda.arn
   handler       = "index.test"
   runtime       = "python3.12"
-  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15"]
+  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:16"]
   architectures = ["arm64"]
 
   source_code_hash = filebase64sha256("lambda_function_payload.zip")
diff --git a/examples/homepage/install/x86_64/amplify.txt b/examples/homepage/install/x86_64/amplify.txt
index 19d1f3b1ad0..93792022513 100644
--- a/examples/homepage/install/x86_64/amplify.txt
+++ b/examples/homepage/install/x86_64/amplify.txt
@@ -6,7 +6,7 @@
 ? Do you want to configure advanced settings? Yes
 ...
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
 ❯ amplify push -y
 
 
@@ -17,5 +17,5 @@ General information
 - Name: <NAME-OF-FUNCTION>
 ? Which setting do you want to update? Lambda layers configuration
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
 ? Do you want to edit the local lambda function now? No
diff --git a/examples/homepage/install/x86_64/cdk_x86.py b/examples/homepage/install/x86_64/cdk_x86.py
index da4adf3860c..79459950d89 100644
--- a/examples/homepage/install/x86_64/cdk_x86.py
+++ b/examples/homepage/install/x86_64/cdk_x86.py
@@ -9,7 +9,7 @@ def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
         powertools_layer = aws_lambda.LayerVersion.from_layer_version_arn(
             self,
             id="lambda-powertools",
-            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15",
+            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16",
         )
         aws_lambda.Function(
             self,
diff --git a/examples/homepage/install/x86_64/pulumi_x86.py b/examples/homepage/install/x86_64/pulumi_x86.py
index e70ca63e517..4c87707ea6b 100644
--- a/examples/homepage/install/x86_64/pulumi_x86.py
+++ b/examples/homepage/install/x86_64/pulumi_x86.py
@@ -22,7 +22,7 @@
         pulumi.Output.concat(
             "arn:aws:lambda:",
             aws.get_region_output().name,
-            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15",
+            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16",
         ),
     ],
     tracing_config={"mode": "Active"},
diff --git a/examples/homepage/install/x86_64/sam.yaml b/examples/homepage/install/x86_64/sam.yaml
index e65e1ecef18..8f285dec4c6 100644
--- a/examples/homepage/install/x86_64/sam.yaml
+++ b/examples/homepage/install/x86_64/sam.yaml
@@ -8,4 +8,4 @@ Resources:
             Runtime: python3.12
             Handler: app.lambda_handler
             Layers:
-            - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+            - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
diff --git a/examples/homepage/install/x86_64/serverless.yml b/examples/homepage/install/x86_64/serverless.yml
index 70ae75804ae..b1957a91c8a 100644
--- a/examples/homepage/install/x86_64/serverless.yml
+++ b/examples/homepage/install/x86_64/serverless.yml
@@ -10,4 +10,4 @@ functions:
     handler: lambda_function.lambda_handler
     architecture: arm64
     layers:
-    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
diff --git a/examples/homepage/install/x86_64/terraform.tf b/examples/homepage/install/x86_64/terraform.tf
index 8a9b7491000..235d39737ba 100644
--- a/examples/homepage/install/x86_64/terraform.tf
+++ b/examples/homepage/install/x86_64/terraform.tf
@@ -34,7 +34,7 @@ resource "aws_lambda_function" "test_lambda" {
   role          = aws_iam_role.iam_for_lambda.arn
   handler       = "index.test"
   runtime       = "python3.12"
-  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15"]
+  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16"]
 
   source_code_hash = filebase64sha256("lambda_function_payload.zip")
 }
diff --git a/examples/kafka/consumer/src/getting_started_with_avro.py b/examples/kafka/consumer/src/getting_started_with_avro.py
new file mode 100644
index 00000000000..14d85a92619
--- /dev/null
+++ b/examples/kafka/consumer/src/getting_started_with_avro.py
@@ -0,0 +1,34 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.kafka import ConsumerRecords, SchemaConfig, kafka_consumer
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+logger = Logger()
+
+# Define the Avro schema
+avro_schema = """
+{
+    "type": "record",
+    "name": "User",
+    "namespace": "com.example",
+    "fields": [
+        {"name": "name", "type": "string"},
+        {"name": "age", "type": "int"}
+    ]
+}
+"""
+
+# Configure schema
+schema_config = SchemaConfig(
+    value_schema_type="AVRO",
+    value_schema=avro_schema,
+)
+
+
+@kafka_consumer(schema_config=schema_config)
+def lambda_handler(event: ConsumerRecords, context: LambdaContext):
+    for record in event.records:
+        user = record.value  # Dictionary from avro message
+
+        logger.info(f"Processing user: {user['name']}, age {user['age']}")
+
+    return {"statusCode": 200}
diff --git a/examples/kafka/consumer/src/getting_started_with_json.py b/examples/kafka/consumer/src/getting_started_with_json.py
new file mode 100644
index 00000000000..88a4ac960ce
--- /dev/null
+++ b/examples/kafka/consumer/src/getting_started_with_json.py
@@ -0,0 +1,18 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.kafka import ConsumerRecords, SchemaConfig, kafka_consumer
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+logger = Logger()
+
+# Configure schema
+schema_config = SchemaConfig(value_schema_type="JSON")
+
+
+@kafka_consumer(schema_config=schema_config)
+def lambda_handler(event: ConsumerRecords, context: LambdaContext):
+    for record in event.records:
+        user = record.value  # Dictionary from avro message
+
+        logger.info(f"Processing user: {user['name']}, age {user['age']}")
+
+    return {"statusCode": 200}
diff --git a/examples/kafka/consumer/src/getting_started_with_protobuf.py b/examples/kafka/consumer/src/getting_started_with_protobuf.py
new file mode 100644
index 00000000000..95d5ae80841
--- /dev/null
+++ b/examples/kafka/consumer/src/getting_started_with_protobuf.py
@@ -0,0 +1,24 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.kafka import ConsumerRecords, SchemaConfig, kafka_consumer
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+# Import generated protobuf class
+from .user_pb2 import User  # type: ignore[import-not-found]
+
+logger = Logger()
+
+# Configure schema for protobuf
+schema_config = SchemaConfig(
+    value_schema_type="PROTOBUF",
+    value_schema=User,  # The protobuf message class
+)
+
+
+@kafka_consumer(schema_config=schema_config)
+def lambda_handler(event: ConsumerRecords, context: LambdaContext):
+    for record in event.records:
+        user = record.value  # Dictionary from avro message
+
+        logger.info(f"Processing user: {user['name']}, age {user['age']}")
+
+    return {"statusCode": 200}
diff --git a/examples/kafka/consumer/src/working_with_key_and_value.py b/examples/kafka/consumer/src/working_with_key_and_value.py
new file mode 100644
index 00000000000..d6a1a9e02ce
--- /dev/null
+++ b/examples/kafka/consumer/src/working_with_key_and_value.py
@@ -0,0 +1,49 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.kafka import ConsumerRecords, SchemaConfig, kafka_consumer
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+logger = Logger()
+
+# Define schemas for both components
+key_schema = """
+{
+    "type": "record",
+    "name": "ProductKey",
+    "fields": [
+        {"name": "product_id", "type": "string"}
+    ]
+}
+"""
+
+value_schema = """
+{
+    "type": "record",
+    "name": "ProductInfo",
+    "fields": [
+        {"name": "name", "type": "string"},
+        {"name": "price", "type": "double"},
+        {"name": "in_stock", "type": "boolean"}
+    ]
+}
+"""
+
+# Configure both key and value schemas
+schema_config = SchemaConfig(
+    key_schema_type="AVRO",
+    key_schema=key_schema,
+    value_schema_type="AVRO",
+    value_schema=value_schema,
+)
+
+
+@kafka_consumer(schema_config=schema_config)
+def lambda_handler(event: ConsumerRecords, context: LambdaContext):
+    for record in event.records:
+        # Access both deserialized components
+        key = record.key
+        value = record.value
+
+        logger.info(f"Processing key: {key['product_id']}")
+        logger.info(f"Processing value: {value['name']}")
+
+    return {"statusCode": 200}
diff --git a/examples/kafka/consumer/src/working_with_primitive_key.py b/examples/kafka/consumer/src/working_with_primitive_key.py
new file mode 100644
index 00000000000..5f8882f531b
--- /dev/null
+++ b/examples/kafka/consumer/src/working_with_primitive_key.py
@@ -0,0 +1,23 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.kafka import ConsumerRecords, SchemaConfig, kafka_consumer
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+logger = Logger()
+
+# Only configure value schema
+schema_config = SchemaConfig(value_schema_type="JSON")
+
+
+@kafka_consumer(schema_config=schema_config)
+def lambda_handler(event: ConsumerRecords, context: LambdaContext):
+    for record in event.records:
+        # Key is automatically decoded as UTF-8 string
+        key = record.key
+
+        # Value is deserialized as JSON
+        value = record.value
+
+        logger.info(f"Processing key: {key}")
+        logger.info(f"Processing value: {value['name']}")
+
+    return {"statusCode": 200}
diff --git a/examples/kafka/consumer/src/working_with_primitive_key_and_value.py b/examples/kafka/consumer/src/working_with_primitive_key_and_value.py
new file mode 100644
index 00000000000..a4a491ecdf2
--- /dev/null
+++ b/examples/kafka/consumer/src/working_with_primitive_key_and_value.py
@@ -0,0 +1,20 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.kafka import ConsumerRecords, kafka_consumer
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+logger = Logger()
+
+
+@kafka_consumer
+def lambda_handler(event: ConsumerRecords, context: LambdaContext):
+    for record in event.records:
+        # Key is automatically decoded as UTF-8 string
+        key = record.key
+
+        # Value is automatically decoded as UTF-8 string
+        value = record.value
+
+        logger.info(f"Processing key: {key}")
+        logger.info(f"Processing value: {value}")
+
+    return {"statusCode": 200}
diff --git a/examples/kafka/consumer/src/working_with_value_only.py b/examples/kafka/consumer/src/working_with_value_only.py
new file mode 100644
index 00000000000..54907400d78
--- /dev/null
+++ b/examples/kafka/consumer/src/working_with_value_only.py
@@ -0,0 +1,22 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.utilities.kafka import ConsumerRecords, SchemaConfig, kafka_consumer
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+logger = Logger()
+
+# Configure only value schema
+schema_config = SchemaConfig(value_schema_type="JSON")
+
+
+@kafka_consumer(schema_config=schema_config)
+def lambda_handler(event: ConsumerRecords, context: LambdaContext):
+    for record in event.records:
+        # Key remains as string (if present)
+        if record.key is not None:
+            logger.info(f"Message key: {record.key}")
+
+        # Value is deserialized as JSON
+        value = record.value
+        logger.info(f"Order #{value['order_id']} - Total: ${value['total']}")
+
+    return {"statusCode": 200}
diff --git a/examples/logger/sam/template.yaml b/examples/logger/sam/template.yaml
index 7cf1062c726..2ead69e06ae 100644
--- a/examples/logger/sam/template.yaml
+++ b/examples/logger/sam/template.yaml
@@ -14,7 +14,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
 
 Resources:
   LoggerLambdaHandlerExample:
diff --git a/examples/metrics/sam/template.yaml b/examples/metrics/sam/template.yaml
index d193daf0578..02fb2cb89cb 100644
--- a/examples/metrics/sam/template.yaml
+++ b/examples/metrics/sam/template.yaml
@@ -16,7 +16,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
 
 Resources:
   CaptureLambdaHandlerExample:
diff --git a/examples/metrics_datadog/sam/template.yaml b/examples/metrics_datadog/sam/template.yaml
index d553e6b85e0..8276b5b1c34 100644
--- a/examples/metrics_datadog/sam/template.yaml
+++ b/examples/metrics_datadog/sam/template.yaml
@@ -20,7 +20,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
       # Find the latest Layer version in the Datadog official documentation
 
       # Datadog SDK
diff --git a/examples/tracer/sam/template.yaml b/examples/tracer/sam/template.yaml
index 61ad54ed009..3952c193783 100644
--- a/examples/tracer/sam/template.yaml
+++ b/examples/tracer/sam/template.yaml
@@ -13,7 +13,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:16
 
 Resources:
   CaptureLambdaHandlerExample:
diff --git a/mkdocs.yml b/mkdocs.yml
index 5930b4faadb..ce2f2aac5d6 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -28,6 +28,7 @@ nav:
               - core/event_handler/bedrock_agents.md
           - utilities/parameters.md
           - utilities/batch.md
+          - utilities/kafka.md
           - utilities/typing.md
           - utilities/validation.md
           - utilities/data_classes.md
@@ -220,6 +221,7 @@ plugins:
           - utilities/parameters.md
           - utilities/batch.md
           - utilities/typing.md
+          - utilities/kafka.md
           - utilities/validation.md
           - utilities/data_classes.md
           - utilities/parser.md
diff --git a/noxfile.py b/noxfile.py
index 13f1126e6fd..9a648cf37fb 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -67,6 +67,7 @@ def test_with_only_required_packages(session: nox.Session):
             f"{PREFIX_TESTS_UNIT}/data_classes/required_dependencies/",
             f"{PREFIX_TESTS_FUNCTIONAL}/event_handler/required_dependencies/",
             f"{PREFIX_TESTS_FUNCTIONAL}/batch/required_dependencies/",
+            f"{PREFIX_TESTS_FUNCTIONAL}/kafka_consumer/required_dependencies/",
         ],
     )
 
@@ -155,11 +156,13 @@ def test_with_pydantic_required_package(session: nox.Session):
     # Event Handler OpenAPI
     # Parser
     # Batch Processor with pydantic integration
+    # Kafka Consumer with Output to Pydantic
     build_and_run_test(
         session,
         folders=[
             f"{PREFIX_TESTS_FUNCTIONAL}/event_handler/_pydantic/",
             f"{PREFIX_TESTS_FUNCTIONAL}/batch/_pydantic/",
+            f"{PREFIX_TESTS_FUNCTIONAL}/kafka_consumer/_pydantic/",
             f"{PREFIX_TESTS_UNIT}/parser/_pydantic/",
             f"{PREFIX_TESTS_UNIT}/event_handler/_pydantic/",
         ],
@@ -196,3 +199,29 @@ def test_with_redis_and_boto3_sdk_as_required_package(session: nox.Session):
         ],
         extras="redis,aws-sdk",
     )
+
+
+@nox.session()
+def test_with_avro_required_package(session: nox.Session):
+    """Tests that only depends the Avro dependency"""
+    # Kafka Consumer with AVRO
+    build_and_run_test(
+        session,
+        folders=[
+            f"{PREFIX_TESTS_FUNCTIONAL}/kafka_consumer/_avro/",
+        ],
+        extras="kafka-consumer-avro",
+    )
+
+
+@nox.session()
+def test_with_protobuf_required_package(session: nox.Session):
+    """Tests that only depends the Protobuf dependency"""
+    # Kafka Consumer with PROTOBUF
+    build_and_run_test(
+        session,
+        folders=[
+            f"{PREFIX_TESTS_FUNCTIONAL}/kafka_consumer/_protobuf/",
+        ],
+        extras="kafka-consumer-protobuf",
+    )
diff --git a/package-lock.json b/package-lock.json
index 1e9acdbf1cf..eb3ad7b355a 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,20 +11,20 @@
         "package-lock.json": "^1.0.0"
       },
       "devDependencies": {
-        "aws-cdk": "^2.1017.1"
+        "aws-cdk": "^2.1018.1"
       }
     },
     "node_modules/aws-cdk": {
-      "version": "2.1017.1",
-      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1017.1.tgz",
-      "integrity": "sha512-KtDdkMhfVjDeexjpMrVoSlz2mTYI5BE/KotvJ7iFbZy1G0nkpW1ImZ54TdBefeeFmZ+8DAjU3I6nUFtymyOI1A==",
+      "version": "2.1018.1",
+      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1018.1.tgz",
+      "integrity": "sha512-kFPRox5kSm+ktJ451o0ng9rD+60p5Kt1CZIWw8kXnvqbsxN2xv6qbmyWSXw7sGVXVwqrRKVj+71/JeDr+LMAZw==",
       "dev": true,
       "license": "Apache-2.0",
       "bin": {
         "cdk": "bin/cdk"
       },
       "engines": {
-        "node": ">= 14.15.0"
+        "node": ">= 18.0.0"
       },
       "optionalDependencies": {
         "fsevents": "2.3.2"
diff --git a/package.json b/package.json
index 2a5ba6d52c0..4e4107496c7 100644
--- a/package.json
+++ b/package.json
@@ -2,7 +2,7 @@
   "name": "aws-lambda-powertools-python-e2e",
   "version": "1.0.0",
   "devDependencies": {
-    "aws-cdk": "^2.1017.1"
+    "aws-cdk": "^2.1018.1"
   },
   "dependencies": {
     "package-lock.json": "^1.0.0"
diff --git a/poetry.lock b/poetry.lock
index 75c3e373dc2..d82f2c5f398 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -66,24 +66,40 @@ markers = {main = "extra == \"redis\" and python_full_version < \"3.11.3\" or py
 
 [[package]]
 name = "attrs"
-version = "25.3.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
-    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
-    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 markers = {main = "extra == \"all\" or extra == \"datamasking\""}
 
 [package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6) ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.8\""]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "avro"
+version = "1.12.0"
+description = "Avro is a serialization and RPC framework."
+optional = false
+python-versions = ">=3.7"
+groups = ["main", "dev"]
+files = [
+    {file = "avro-1.12.0-py2.py3-none-any.whl", hash = "sha256:9a255c72e1837341dd4f6ff57b2b6f68c0f0cecdef62dd04962e10fd33bec05b"},
+    {file = "avro-1.12.0.tar.gz", hash = "sha256:cad9c53b23ceed699c7af6bddced42e2c572fd6b408c257a7d4fc4e8cf2e2d6b"},
+]
+
+[package.extras]
+snappy = ["python-snappy"]
+zstandard = ["zstandard"]
 
 [[package]]
 name = "aws-cdk-asset-awscli-v1"
@@ -199,18 +215,18 @@ typeguard = ">=2.13.3,<2.14.0"
 
 [[package]]
 name = "aws-cdk-aws-lambda-python-alpha"
-version = "2.200.0a0"
+version = "2.200.1a0"
 description = "The CDK Construct Library for AWS Lambda in Python"
 optional = false
 python-versions = "~=3.9"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk_aws_lambda_python_alpha-2.200.0a0-py3-none-any.whl", hash = "sha256:a08f7da025f6f25ee29aba1f6b56d19679f96c04564452b14962b8824dd1be1d"},
-    {file = "aws_cdk_aws_lambda_python_alpha-2.200.0a0.tar.gz", hash = "sha256:4dbfe2d36ddf05cb598d4fd79d62549fc2659bc9ecc93343569417ce4e772955"},
+    {file = "aws_cdk_aws_lambda_python_alpha-2.200.1a0-py3-none-any.whl", hash = "sha256:4bbdc61a322f2313415c2da35f0720f4acf7727c82f1de6e6366e668221b6284"},
+    {file = "aws_cdk_aws_lambda_python_alpha-2.200.1a0.tar.gz", hash = "sha256:0b2a1c33ed28992e97bbc66baaa3e0862178c30129393c947e888f7a7bc7556b"},
 ]
 
 [package.dependencies]
-aws-cdk-lib = ">=2.200.0,<3.0.0"
+aws-cdk-lib = ">=2.200.1,<3.0.0"
 constructs = ">=10.0.0,<11.0.0"
 jsii = ">=1.112.0,<2.0.0"
 publication = ">=0.0.3"
@@ -218,14 +234,14 @@ typeguard = ">=2.13.3,<4.3.0"
 
 [[package]]
 name = "aws-cdk-cloud-assembly-schema"
-version = "44.1.0"
+version = "44.2.0"
 description = "Schema for the protocol between CDK framework and CDK CLI"
 optional = false
 python-versions = "~=3.9"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk_cloud_assembly_schema-44.1.0-py3-none-any.whl", hash = "sha256:1fa97d9c64ce9108add436547ad20955295d59a616cec0b0f11d6b1d1eb08ed7"},
-    {file = "aws_cdk_cloud_assembly_schema-44.1.0.tar.gz", hash = "sha256:03dccc3d2f39ea79ab4a95dda08e1559596a2a3b9bf40ae650877b36126d1428"},
+    {file = "aws_cdk_cloud_assembly_schema-44.2.0-py3-none-any.whl", hash = "sha256:89d1aea12a15475f5240ee8eb73c304678e8ef51d90990978f0e58f5295bcf3f"},
+    {file = "aws_cdk_cloud_assembly_schema-44.2.0.tar.gz", hash = "sha256:38a309a38a111d62ac32683f9f79b3d2e7cf4d78076ed9f3ec9788b273cd9b41"},
 ]
 
 [package.dependencies]
@@ -235,14 +251,14 @@ typeguard = ">=2.13.3,<4.3.0"
 
 [[package]]
 name = "aws-cdk-lib"
-version = "2.200.0"
+version = "2.200.1"
 description = "Version 2 of the AWS Cloud Development Kit library"
 optional = false
 python-versions = "~=3.9"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk_lib-2.200.0-py3-none-any.whl", hash = "sha256:15286ac05916badc53bc8c75c3417765335699e2937d4589c790284e257f1215"},
-    {file = "aws_cdk_lib-2.200.0.tar.gz", hash = "sha256:61e92353bf39cec8189f263f2bc58ac10955281ece0040a031161f93ac6a4e3e"},
+    {file = "aws_cdk_lib-2.200.1-py3-none-any.whl", hash = "sha256:ac7f4f5b80b9183615698925746a2ae937498bfb5ae899746f19c76ed1688e62"},
+    {file = "aws_cdk_lib-2.200.1.tar.gz", hash = "sha256:3f64251327d2f64b2bc86e8e3fc5ab2c7381f135ad781c447f7dc64298397d33"},
 ]
 
 [package.dependencies]
@@ -293,14 +309,14 @@ requests = ">=0.14.0"
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.97.0"
+version = "1.98.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.8"
 groups = ["dev"]
 files = [
-    {file = "aws_sam_translator-1.97.0-py3-none-any.whl", hash = "sha256:305701ab49eb546fd720b3682e99cadcd43539f4ddb8395ea03c90c9e14d3325"},
-    {file = "aws_sam_translator-1.97.0.tar.gz", hash = "sha256:6f7ec94de0a9b220dd1f1a0bf7e2df95dd44a85592301ee830744da2f209b7e6"},
+    {file = "aws_sam_translator-1.98.0-py3-none-any.whl", hash = "sha256:65e7afffdda2e6f715debc251ddae5deba079af41db5dd9ecd370d658b9d728e"},
+    {file = "aws_sam_translator-1.98.0.tar.gz", hash = "sha256:fe9fdf51b593aca4cde29f555e272b00d90662315c8078e9f5f3448dd962c66b"},
 ]
 
 [package.dependencies]
@@ -413,34 +429,34 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.38.18"
+version = "1.38.34"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.38.18-py3-none-any.whl", hash = "sha256:38ecb477ba9fc4edcf97133bf1fe33261ebec6c58d59982abff3cea167624211"},
-    {file = "boto3-1.38.18.tar.gz", hash = "sha256:bd723bfbc109bdc63e017ead74dd22f2cf8a7515e24e730870b8a70af823e626"},
+    {file = "boto3-1.38.34-py3-none-any.whl", hash = "sha256:7d9409be63a11c1684427a9b06d6820ec72785cb275b56affe437f3709a80eb3"},
+    {file = "boto3-1.38.34.tar.gz", hash = "sha256:25e76b9fec8db8e21adaf84df0de5c58fa779be121bc327e07e920c7c0870394"},
 ]
 
 [package.dependencies]
-botocore = ">=1.38.18,<1.39.0"
+botocore = ">=1.38.34,<1.39.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.12.0,<0.13.0"
+s3transfer = ">=0.13.0,<0.14.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.38.28"
-description = "Type annotations for boto3 1.38.28 generated with mypy-boto3-builder 8.11.0"
+version = "1.38.34"
+description = "Type annotations for boto3 1.38.34 generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "boto3_stubs-1.38.28-py3-none-any.whl", hash = "sha256:accd8c0943a8d960c5c2d4a7aa661fd43e842893e76adf1b5b163c02f4f62537"},
-    {file = "boto3_stubs-1.38.28.tar.gz", hash = "sha256:fae8e009ea4d810b77e49d88247183b5d8d153bf268ebde8b4abdf58a701802f"},
+    {file = "boto3_stubs-1.38.34-py3-none-any.whl", hash = "sha256:56ba625dc0b8673eedb2c93f29c02db2686a599820a54697f723c08fae0b8693"},
+    {file = "boto3_stubs-1.38.34.tar.gz", hash = "sha256:719d75a3993a546bfe5e567a2e5d6f9f4d218846776d5bc9417371a980595008"},
 ]
 
 [package.dependencies]
@@ -464,7 +480,7 @@ accessanalyzer = ["mypy-boto3-accessanalyzer (>=1.38.0,<1.39.0)"]
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+boto3 = ["boto3 (==1.38.34)"]
 braket = ["mypy-boto3-braket (>=1.38.0,<1.39.0)"]
 budgets = ["mypy-boto3-budgets (>=1.38.0,<1.39.0)"]
 ce = ["mypy-boto3-ce (>=1.38.0,<1.39.0)"]
@@ -607,6 +623,7 @@ es = ["mypy-boto3-es (>=1.38.0,<1.39.0)"]
 essential = ["mypy-boto3-cloudformation (>=1.38.0,<1.39.0)", "mypy-boto3-dynamodb (>=1.38.0,<1.39.0)", "mypy-boto3-ec2 (>=1.38.0,<1.39.0)", "mypy-boto3-lambda (>=1.38.0,<1.39.0)", "mypy-boto3-rds (>=1.38.0,<1.39.0)", "mypy-boto3-s3 (>=1.38.0,<1.39.0)", "mypy-boto3-sqs (>=1.38.0,<1.39.0)"]
 events = ["mypy-boto3-events (>=1.38.0,<1.39.0)"]
 evidently = ["mypy-boto3-evidently (>=1.38.0,<1.39.0)"]
+evs = ["mypy-boto3-evs (>=1.38.0,<1.39.0)"]
 finspace = ["mypy-boto3-finspace (>=1.38.0,<1.39.0)"]
 finspace-data = ["mypy-boto3-finspace-data (>=1.38.0,<1.39.0)"]
 firehose = ["mypy-boto3-firehose (>=1.38.0,<1.39.0)"]
@@ -870,14 +887,14 @@ xray = ["mypy-boto3-xray (>=1.38.0,<1.39.0)"]
 
 [[package]]
 name = "botocore"
-version = "1.38.18"
+version = "1.38.34"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "botocore-1.38.34.tar.gz", hash = "sha256:a105f4d941f329aa72c43ddf42371ec4bee50ab3619fc1ef35d0005520219612"},
 ]
 
 [package.dependencies]
@@ -893,14 +910,14 @@ crt = ["awscrt (==0.23.8)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.38.18"
+version = "1.38.30"
 description = "Type annotations and code completion for botocore"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -953,14 +970,14 @@ ujson = ["ujson (>=5.7.0)"]
 
 [[package]]
 name = "cdk-nag"
-version = "2.35.101"
+version = "2.36.15"
 description = "Check CDK v2 applications for best practices using a combination on available rule packs."
 optional = false
 python-versions = "~=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1230,15 +1247,15 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "click"
-version = "8.2.0"
+version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 markers = "python_version >= \"3.10\""
 files = [
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 ]
 
 [package.dependencies]
@@ -1427,49 +1444,49 @@ test-randomorder = ["pytest-randomly"]
 
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+version = "45.0.4"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.7"
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@@ -1483,7 +1500,7 @@ nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_full_version >= \"3.8
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 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi (>=2024)", "cryptography-vectors (==45.0.2)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
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 test-randomorder = ["pytest-randomly"]
 
 [[package]]
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-
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 version = "0.4.0"
@@ -2044,14 +2045,14 @@ files = [
 
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 [[package]]
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 [[package]]
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 [package.dependencies]
 mypy_extensions = ">=1.0.0"
+pathspec = ">=0.9.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 typing_extensions = ">=4.6.0"
 
@@ -2800,14 +2802,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
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-version = "1.38.0"
-description = "Type annotations for boto3 CloudFormation 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.31"
+description = "Type annotations for boto3 CloudFormation 1.38.31 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 [package.dependencies]
@@ -2815,14 +2817,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-cloudwatch"
-version = "1.38.0"
-description = "Type annotations for boto3 CloudWatch 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.21"
+description = "Type annotations for boto3 CloudWatch 1.38.21 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 [package.dependencies]
@@ -2875,14 +2877,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-s3"
-version = "1.38.0"
-description = "Type annotations for boto3 S3 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.26"
+description = "Type annotations for boto3 S3 1.38.26 service generated with mypy-boto3-builder 8.11.0"
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 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 [package.dependencies]
@@ -2972,7 +2974,7 @@ description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
-markers = "python_version >= \"3.10\""
+markers = "python_version == \"3.10\""
 files = [
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@@ -2986,6 +2988,28 @@ example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "momepy
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 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "networkx"
+version = "3.5"
+description = "Python package for creating and manipulating graphs and networks"
+optional = false
+python-versions = ">=3.11"
+groups = ["dev"]
+markers = "python_version >= \"3.11.0\""
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+
+[package.extras]
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+developer = ["mypy (>=1.15)", "pre-commit (>=4.1)"]
+doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=10)", "pydata-sphinx-theme (>=0.16)", "sphinx (>=8.0)", "sphinx-gallery (>=0.18)", "texext (>=0.6.7)"]
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+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "pytest-xdist (>=3.0)"]
+test-extras = ["pytest-mpl", "pytest-randomly"]
+
 [[package]]
 name = "nox"
 version = "2024.10.9"
@@ -3011,30 +3035,30 @@ uv = ["uv (>=0.1.6)"]
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.33.1"
+version = "1.34.1"
 description = "OpenTelemetry Python API"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
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 [package.dependencies]
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-importlib-metadata = ">=6.0,<8.7.0"
+importlib-metadata = ">=6.0,<8.8.0"
+typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "packaging"
-version = "25.0"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
@@ -3128,21 +3152,21 @@ files = [
 
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 name = "protobuf"
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 description = ""
 optional = false
 python-versions = ">=3.9"
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 [[package]]
@@ -3358,6 +3382,25 @@ files = [
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "pyjwt"
+version = "2.9.0"
+description = "JSON Web Token implementation in Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "dev"]
+files = [
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+    {file = "pyjwt-2.9.0.tar.gz", hash = "sha256:7e1e5b56cc735432a7369cbfa0efe50fa113ebecdc04ae6922deba8b84582d0c"},
+]
+markers = {main = "extra == \"redis\""}
+
+[package.extras]
+crypto = ["cryptography (>=3.4.0)"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
+docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
+tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
+
 [[package]]
 name = "pymdown-extensions"
 version = "10.15"
@@ -3459,19 +3502,20 @@ histogram = ["pygal", "pygaljs", "setuptools"]
 
 [[package]]
 name = "pytest-cov"
-version = "6.1.1"
+version = "6.2.1"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "pytest_cov-6.2.1-py3-none-any.whl", hash = "sha256:f5bc4c23f42f1cdd23c70b1dab1bbaef4fc505ba950d53e0081d0730dd7e86d5"},
+    {file = "pytest_cov-6.2.1.tar.gz", hash = "sha256:25cc6cc0a5358204b8108ecedc51a9b57b34cc6b8c967cc2c01a4e00d8a67da2"},
 ]
 
 [package.dependencies]
 coverage = {version = ">=7.5", extras = ["toml"]}
-pytest = ">=4.6"
+pluggy = ">=1.2"
+pytest = ">=6.2.5"
 
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
@@ -3687,24 +3731,24 @@ toml = ["tomli (>=2.0.1)"]
 
 [[package]]
 name = "redis"
-version = "6.2.0"
+version = "5.3.0"
 description = "Python client for Redis database and key-value store"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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+    {file = "redis-5.3.0.tar.gz", hash = "sha256:8d69d2dde11a12dc85d0dbf5c45577a5af048e2456f7077d87ad35c1c81c310e"},
 ]
 markers = {main = "extra == \"redis\""}
 
 [package.dependencies]
 async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
+PyJWT = ">=2.9.0,<2.10.0"
 
 [package.extras]
-hiredis = ["hiredis (>=3.2.0)"]
-jwt = ["pyjwt (>=2.9.0)"]
-ocsp = ["cryptography (>=36.0.1)", "pyopenssl (>=20.0.1)", "requests (>=2.31.0)"]
+hiredis = ["hiredis (>=3.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==23.2.1)", "requests (>=2.31.0)"]
 
 [[package]]
 name = "referencing"
@@ -3829,19 +3873,19 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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+    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -3865,14 +3909,14 @@ decorator = ">=3.4.2"
 
 [[package]]
 name = "rich"
-version = "14.0.0"
+version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["dev"]
 files = [
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+    {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
 ]
 
 [package.dependencies]
@@ -3885,166 +3929,169 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.25.0"
+version = "0.25.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
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 ]
 
 [[package]]
 name = "s3transfer"
-version = "0.12.0"
+version = "0.13.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "s3transfer-0.12.0-py3-none-any.whl", hash = "sha256:35b314d7d82865756edab59f7baebc6b477189e6ab4c53050e28c1de4d9cce18"},
-    {file = "s3transfer-0.12.0.tar.gz", hash = "sha256:8ac58bc1989a3fdb7c7f3ee0918a66b160d038a147c7b5db1500930a607e9a1c"},
+    {file = "s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:0148ef34d6dd964d0d8cf4311b2b21c474693e57c2e069ec708ce043d2b527be"},
+    {file = "s3transfer-0.13.0.tar.gz", hash = "sha256:f5e6db74eb7776a37208001113ea7aa97695368242b364d73e91c981ac522177"},
 ]
 
 [package.dependencies]
@@ -4128,14 +4175,14 @@ unleash = ["UnleashClient (>=6.0.1)"]
 
 [[package]]
 name = "setuptools"
-version = "80.7.1"
+version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "setuptools-80.7.1-py3-none-any.whl", hash = "sha256:ca5cc1069b85dc23070a6628e6bcecb3292acac802399c7f8edc0100619f9009"},
-    {file = "setuptools-80.7.1.tar.gz", hash = "sha256:f6ffc5f0142b1bd8d0ca94ee91b30c0ca862ffd50826da1ea85258a06fd94552"},
+    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
+    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
 
 [package.extras]
@@ -4356,19 +4403,31 @@ files = [
 
 [[package]]
 name = "types-cffi"
-version = "1.17.0.20250516"
+version = "1.17.0.20250523"
 description = "Typing stubs for cffi"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_cffi-1.17.0.20250516-py3-none-any.whl", hash = "sha256:b5a7b61fa60114072900a1f25094d0ea3d4f398d060128583ef644bb686d027d"},
-    {file = "types_cffi-1.17.0.20250516.tar.gz", hash = "sha256:f63c42ab07fd71f4ed218e2dea64f8714e71c585db5c6bdef9ea8f57cf99979b"},
+    {file = "types_cffi-1.17.0.20250523-py3-none-any.whl", hash = "sha256:e98c549d8e191f6220e440f9f14315d6775a21a0e588c32c20476be885b2fad9"},
+    {file = "types_cffi-1.17.0.20250523.tar.gz", hash = "sha256:e7110f314c65590533adae1b30763be08ca71ad856a1ae3fe9b9d8664d49ec22"},
 ]
 
 [package.dependencies]
 types-setuptools = "*"
 
+[[package]]
+name = "types-protobuf"
+version = "6.30.2.20250516"
+description = "Typing stubs for protobuf"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_protobuf-6.30.2.20250516-py3-none-any.whl", hash = "sha256:8c226d05b5e8b2623111765fa32d6e648bbc24832b4c2fddf0fa340ba5d5b722"},
+    {file = "types_protobuf-6.30.2.20250516.tar.gz", hash = "sha256:aecd1881770a9bb225ede66872ef7f0da4505edd0b193108edd9892e48d49a41"},
+]
+
 [[package]]
 name = "types-pyopenssl"
 version = "24.1.0.20240722"
@@ -4430,26 +4489,26 @@ types-urllib3 = "*"
 
 [[package]]
 name = "types-s3transfer"
-version = "0.12.0"
+version = "0.13.0"
 description = "Type annotations and code completion for s3transfer"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "types_s3transfer-0.12.0-py3-none-any.whl", hash = "sha256:101bbc5b7f00b71512374df881f480fc6bf63c948b5098ab024bf3370fbfb0e8"},
-    {file = "types_s3transfer-0.12.0.tar.gz", hash = "sha256:f8f59201481e904362873bf0be3267f259d60ad946ebdfcb847d092a1fa26f98"},
+    {file = "types_s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:79c8375cbf48a64bff7654c02df1ec4b20d74f8c5672fc13e382f593ca5565b3"},
+    {file = "types_s3transfer-0.13.0.tar.gz", hash = "sha256:203dadcb9865c2f68fb44bc0440e1dc05b79197ba4a641c0976c26c9af75ef52"},
 ]
 
 [[package]]
 name = "types-setuptools"
-version = "80.7.0.20250516"
+version = "80.9.0.20250529"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_setuptools-80.7.0.20250516-py3-none-any.whl", hash = "sha256:c1da6c11698139c8307c6df5987592df940e956912c204e42d844ba821dd2741"},
-    {file = "types_setuptools-80.7.0.20250516.tar.gz", hash = "sha256:57274b58e05434de42088a86074c9e630e5786f759cf9cc1e3015e886297ca21"},
+    {file = "types_setuptools-80.9.0.20250529-py3-none-any.whl", hash = "sha256:00dfcedd73e333a430e10db096e4d46af93faf9314f832f13b6bbe3d6757e95f"},
+    {file = "types_setuptools-80.9.0.20250529.tar.gz", hash = "sha256:79e088ba0cba2186c8d6499cbd3e143abb142d28a44b042c28d3148b1e353c91"},
 ]
 
 [[package]]
@@ -4466,26 +4525,26 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.13.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.14.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
-    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
+    {file = "typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af"},
+    {file = "typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4"},
 ]
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.0"
+version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"},
-    {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"},
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
 ]
 markers = {main = "extra == \"all\" or extra == \"parser\""}
 
@@ -4845,14 +4904,14 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.21.0"
+version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
 ]
 
 [package.extras]
@@ -4860,7 +4919,7 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [extras]
@@ -4868,6 +4927,8 @@ all = ["aws-encryption-sdk", "aws-xray-sdk", "fastjsonschema", "jsonpath-ng", "p
 aws-sdk = ["boto3"]
 datadog = ["datadog-lambda"]
 datamasking = ["aws-encryption-sdk", "jsonpath-ng"]
+kafka-consumer-avro = ["avro"]
+kafka-consumer-protobuf = ["protobuf"]
 parser = ["pydantic"]
 redis = ["redis"]
 tracer = ["aws-xray-sdk"]
@@ -4877,4 +4938,4 @@ valkey = ["valkey-glide"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0.0"
-content-hash = "448aafcba82950ad2277859c0e3fb4ec2920b59c1aa766d7374a371bb03a6f76"
+content-hash = "0f5e7c0e335d0d3ccd891fc12b4a2130a51df6c2f74406b66b1794a8b5a77dfd"
diff --git a/provenance/3.14.1a0/multiple.intoto.jsonl b/provenance/3.14.1a0/multiple.intoto.jsonl
new file mode 100644
index 00000000000..04bd700e56d
--- /dev/null
+++ b/provenance/3.14.1a0/multiple.intoto.jsonl
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diff --git a/pyproject.toml b/pyproject.toml
index f4f03ca42e8..337255232f6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "aws_lambda_powertools"
-version = "3.13.1a7"
+version = "3.15.0"
 description = "Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity."
 authors = ["Amazon Web Services"]
 include = ["aws_lambda_powertools/py.typed", "THIRD-PARTY-LICENSES"]
@@ -55,7 +55,8 @@ valkey-glide = { version = ">=1.3.5,<2.0", optional = true }
 aws-encryption-sdk = { version = ">=3.1.1,<5.0.0", optional = true }
 jsonpath-ng = { version = "^1.6.0", optional = true }
 datadog-lambda = { version = "^6.106.0", optional = true }
-
+avro = { version = "^1.12.0", optional = true }
+protobuf = {version = "^6.30.2", optional = true }
 
 [tool.poetry.extras]
 parser = ["pydantic"]
@@ -75,6 +76,8 @@ all = [
 aws-sdk = ["boto3"]
 datadog = ["datadog-lambda"]
 datamasking = ["aws-encryption-sdk", "jsonpath-ng"]
+kafka-consumer-avro = ["avro"]
+kafka-consumer-protobuf = ["protobuf"]
 
 [tool.poetry.group.dev.dependencies]
 coverage = { extras = ["toml"], version = "^7.6" }
@@ -114,7 +117,7 @@ types-python-dateutil = "^2.8.19.6"
 aws-cdk-aws-appsync-alpha = "^2.59.0a0"
 httpx = ">=0.23.3,<0.29.0"
 sentry-sdk = ">=1.22.2,<3.0.0"
-ruff = ">=0.5.1,<0.11.13"
+ruff = ">=0.5.1,<0.11.14"
 retry2 = "^0.9.5"
 pytest-socket = ">=0.6,<0.8"
 types-redis = "^4.6.0.7"
@@ -125,6 +128,9 @@ nox = "^2024.4.15"
 mkdocstrings-python = "^1.13.0"
 datadog-lambda = "^6.106.0"
 mkdocs-llmstxt = "^0.2.0"
+avro = "^1.12.0"
+protobuf = "^6.30.2"
+types-protobuf = "^6.30.2.20250516"
 
 [tool.coverage.run]
 source = ["aws_lambda_powertools"]
diff --git a/tests/events/kafkaEventMsk.json b/tests/events/kafkaEventMsk.json
index f0c7d36c2cf..6c27594460c 100644
--- a/tests/events/kafkaEventMsk.json
+++ b/tests/events/kafkaEventMsk.json
@@ -28,7 +28,15 @@
                     101
                  ]
               }
-           ]
+           ],
+           "valueSchemaMetadata": {
+              "dataFormat": "AVRO",
+              "schemaId": "1234"
+           },
+           "keySchemaMetadata": {
+              "dataFormat": "AVRO",
+              "schemaId": "1234"
+           }
         },
         {
            "topic":"mytopic",
@@ -53,7 +61,15 @@
                     101
                  ]
               }
-           ]
+           ],
+           "valueSchemaMetadata": {
+              "dataFormat": "AVRO",
+              "schemaId": "1234"
+           },
+           "keySchemaMetadata": {
+              "dataFormat": "AVRO",
+              "schemaId": "1234"
+           }
         },
         {
            "topic":"mytopic",
@@ -79,7 +95,15 @@
                     101
                  ]
               }
-           ]
+           ],
+           "valueSchemaMetadata": {
+              "dataFormat": "AVRO",
+              "schemaId": "1234"
+           },
+           "keySchemaMetadata": {
+              "dataFormat": "AVRO",
+              "schemaId": "1234"
+           }
         }
      ]
   }
diff --git a/tests/functional/event_handler/_pydantic/test_bedrock_agent.py b/tests/functional/event_handler/_pydantic/test_bedrock_agent.py
index fff0f8b7d42..9c46fe24eb7 100644
--- a/tests/functional/event_handler/_pydantic/test_bedrock_agent.py
+++ b/tests/functional/event_handler/_pydantic/test_bedrock_agent.py
@@ -5,7 +5,7 @@
 from typing_extensions import Annotated
 
 from aws_lambda_powertools.event_handler import BedrockAgentResolver, BedrockResponse, Response, content_types
-from aws_lambda_powertools.event_handler.openapi.params import Body
+from aws_lambda_powertools.event_handler.openapi.params import Body, Query
 from aws_lambda_powertools.utilities.data_classes import BedrockAgentEvent
 from tests.functional.utils import load_event
 
@@ -343,3 +343,43 @@ def handler() -> Optional[Dict]:
 
     # THEN the OpenAPI schema must contain the "x-requireConfirmation" extension at the operation level
     assert schema["paths"]["/"]["get"]["x-requireConfirmation"] == "ENABLED"
+
+
+def test_bedrock_agent_with_comma_parameters():
+    # GIVEN a Bedrock Agent resolver
+    app = BedrockAgentResolver()
+
+    @app.post("/sql-query", description="Run a SQL query")
+    def run_sql_query(query: Annotated[str, Query()]):
+        return {"result": query}
+
+    # WHEN calling the event handler with a parameter containing commas
+    event = {
+        "actionGroup": "TestActionGroup",
+        "messageVersion": "1.0",
+        "sessionId": "12345678912345",
+        "sessionAttributes": {},
+        "promptSessionAttributes": {},
+        "inputText": "Run a SQL query",
+        "agent": {
+            "alias": "TEST",
+            "name": "test",
+            "version": "1",
+            "id": "test123",
+        },
+        "httpMethod": "POST",
+        "apiPath": "/sql-query",
+        "parameters": [
+            {
+                "name": "query",
+                "type": "string",
+                "value": "SELECT a.source_name, b.thing FROM table",
+            },
+        ],
+    }
+
+    result = app(event, {})
+
+    # THEN the parameter with commas should be correctly passed to the handler
+    body = json.loads(result["response"]["responseBody"]["application/json"]["body"])
+    assert body["result"] == "SELECT a.source_name, b.thing FROM table"
diff --git a/tests/functional/kafka_consumer/__init__.py b/tests/functional/kafka_consumer/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/functional/kafka_consumer/_avro/__init__.py b/tests/functional/kafka_consumer/_avro/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/functional/kafka_consumer/_avro/test_kafka_consumer_with_avro.py b/tests/functional/kafka_consumer/_avro/test_kafka_consumer_with_avro.py
new file mode 100644
index 00000000000..9359558605c
--- /dev/null
+++ b/tests/functional/kafka_consumer/_avro/test_kafka_consumer_with_avro.py
@@ -0,0 +1,311 @@
+import base64
+import io
+from copy import deepcopy
+from dataclasses import dataclass
+
+import pytest
+from avro.io import BinaryEncoder, DatumWriter
+from avro.schema import parse as parse_schema
+
+from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+from aws_lambda_powertools.utilities.kafka.exceptions import (
+    KafkaConsumerAvroSchemaParserError,
+    KafkaConsumerDeserializationError,
+    KafkaConsumerMissingSchemaError,
+)
+from aws_lambda_powertools.utilities.kafka.kafka_consumer import kafka_consumer
+from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+
+@pytest.fixture
+def avro_value_schema():
+    return """
+    {
+        "type": "record",
+        "name": "User",
+        "namespace": "com.example",
+        "fields": [
+            {"name": "name", "type": "string"},
+            {"name": "age", "type": "int"}
+        ]
+    }
+    """
+
+
+@pytest.fixture
+def avro_key_schema():
+    return """
+    {
+        "type": "record",
+        "name": "Key",
+        "namespace": "com.example",
+        "fields": [
+            {"name": "user_id", "type": "string"}
+        ]
+    }
+    """
+
+
+@pytest.fixture
+def avro_encoded_value(avro_value_schema):
+    parsed_schema = parse_schema(avro_value_schema)
+    writer = DatumWriter(parsed_schema)
+    bytes_writer = io.BytesIO()
+    encoder = BinaryEncoder(bytes_writer)
+    writer.write({"name": "John Doe", "age": 30}, encoder)
+    return base64.b64encode(bytes_writer.getvalue()).decode("utf-8")
+
+
+@pytest.fixture
+def avro_encoded_key(avro_key_schema):
+    parsed_key_schema = parse_schema(avro_key_schema)
+    writer = DatumWriter(parsed_key_schema)
+    bytes_writer = io.BytesIO()
+    encoder = BinaryEncoder(bytes_writer)
+    writer.write({"user_id": "user-123"}, encoder)
+    return base64.b64encode(bytes_writer.getvalue()).decode("utf-8")
+
+
+@pytest.fixture
+def kafka_event_with_avro_data(avro_encoded_value, avro_encoded_key):
+    return {
+        "eventSource": "aws:kafka",
+        "eventSourceArn": "arn:aws:kafka:us-east-1:123456789012:cluster/my-cluster/abcdefg",
+        "records": {
+            "my-topic-1": [
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "key": avro_encoded_key,
+                    "value": avro_encoded_value,
+                    "headers": [{"headerKey": [104, 101, 97, 100, 101, 114, 86, 97, 108, 117, 101]}],
+                },
+            ],
+        },
+    }
+
+
+@dataclass
+class UserValueDataClass:
+    name: str
+    age: int
+
+
+@dataclass
+class UserKeyClass:
+    user_id: str
+
+
+def test_kafka_consumer_with_avro(kafka_event_with_avro_data, avro_value_schema, lambda_context):
+    # GIVEN A Kafka consumer configured with Avro schema deserialization
+    schema_config = SchemaConfig(value_schema_type="AVRO", value_schema=avro_value_schema)
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        return event.record.value
+
+    # WHEN The handler processes the Kafka event containing Avro-encoded data
+    result = handler(kafka_event_with_avro_data, lambda_context)
+
+    # THEN The Avro data should be correctly deserialized into a Python dictionary
+    assert result["name"] == "John Doe"
+    assert result["age"] == 30
+
+
+def test_kafka_consumer_with_avro_and_dataclass(
+    kafka_event_with_avro_data,
+    avro_value_schema,
+    lambda_context,
+):
+    # GIVEN A Kafka consumer configured with Avro schema deserialization
+    # and a dataclass for output serialization
+    schema_config = SchemaConfig(
+        value_schema_type="AVRO",
+        value_schema=avro_value_schema,
+        value_output_serializer=UserValueDataClass,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Capture the results to verify
+        value: UserValueDataClass = event.record.value
+        return value
+
+    # WHEN The handler processes the Kafka event containing Avro-encoded data
+    # and serializes the output as a UserValueDataClass instance
+    result = handler(kafka_event_with_avro_data, lambda_context)
+
+    # THEN The Avro data should be correctly deserialized and converted to a dataclass instance
+    # with the expected property values
+    assert result.name == "John Doe"
+    assert result.age == 30
+    assert isinstance(result, UserValueDataClass)
+
+
+def test_kafka_consumer_with_avro_and_custom_function(
+    kafka_event_with_avro_data,
+    avro_value_schema,
+    lambda_context,
+):
+    # GIVEN A custom serialization function that removes the age field from the dictionary
+    def dict_output(data: dict) -> dict:
+        # removing age key
+        del data["age"]
+        return data
+
+    # A Kafka consumer configured with Avro schema deserialization
+    # and a custom function for output transformation
+    schema_config = SchemaConfig(
+        value_schema_type="AVRO",
+        value_schema=avro_value_schema,
+        value_output_serializer=dict_output,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Capture the results to verify
+        return event.record.value
+
+    # WHEN The handler processes the Kafka event containing Avro-encoded data
+    # and applies the custom transformation function to the output
+    result = handler(kafka_event_with_avro_data, lambda_context)
+
+    # THEN The Avro data should be correctly deserialized and transformed
+    # with the name field intact but the age field removed
+    assert result["name"] == "John Doe"
+    assert "age" not in result
+
+
+def test_kafka_consumer_with_invalid_avro_data(kafka_event_with_avro_data, lambda_context, avro_value_schema):
+    # GIVEN A Kafka event with deliberately corrupted Avro data
+    invalid_data = base64.b64encode(b"invalid avro data").decode("utf-8")
+    kafka_event_with_avro_data_temp = deepcopy(kafka_event_with_avro_data)
+    kafka_event_with_avro_data_temp["records"]["my-topic-1"][0]["value"] = invalid_data
+
+    schema_config = SchemaConfig(value_schema_type="AVRO", value_schema=avro_value_schema)
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        # This should never be reached if deserializer fails
+        return event.record.value
+
+    # WHEN/THEN
+    # The handler should fail to process the invalid Avro data
+    # and raise a specific deserialization error
+    with pytest.raises(KafkaConsumerDeserializationError) as excinfo:
+        lambda_handler(kafka_event_with_avro_data_temp, lambda_context)
+
+    # The exact error message may vary depending on the Avro library's internals,
+    # but should indicate a deserialization problem
+    assert "Error trying to deserialize avro data" in str(excinfo.value)
+
+
+def test_kafka_consumer_with_invalid_avro_schema(kafka_event_with_avro_data, lambda_context):
+    # GIVEN
+    # An intentionally malformed Avro schema with syntax errors
+    avro_schema = """
+    {
+        "type": "record",
+        "name": "User",
+        "namespace": "com.example",
+        "fields": [ "invalid schema" ]
+    }
+    """
+
+    # A Kafka consumer configured with the invalid schema
+    schema_config = SchemaConfig(value_schema_type="AVRO", value_schema=avro_schema)
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        # This should never be reached if deserializer fails
+        return event.record.value
+
+    # WHEN/THEN
+    # The handler should fail during initialization when it tries to parse the schema
+    # and raise a specific schema parser error
+    with pytest.raises(KafkaConsumerAvroSchemaParserError) as excinfo:
+        lambda_handler(kafka_event_with_avro_data, lambda_context)
+
+    # The exact error message may vary depending on the Avro library's internals,
+    # but should indicate a deserialization problem
+    assert "Invalid Avro schema. Please ensure the provided avro schema is valid:" in str(excinfo.value)
+
+
+def test_kafka_consumer_with_key_deserialization(
+    kafka_event_with_avro_data,
+    lambda_context,
+    avro_value_schema,
+    avro_key_schema,
+):
+    """Test deserializing both key and value with different schemas and serializers."""
+
+    key_value_result = {}
+
+    # GIVEN A Kafka consumer configured with Avro schemas for both key and value
+    # with different output serializers for each
+    schema_config = SchemaConfig(
+        value_schema_type="AVRO",
+        value_schema=avro_value_schema,
+        value_output_serializer=UserValueDataClass,
+        key_schema_type="AVRO",
+        key_schema=avro_key_schema,
+        key_output_serializer=UserKeyClass,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        record = next(event.records)
+        key_value_result["key_type"] = type(record.key).__name__
+        key_value_result["key_id"] = record.key.user_id
+        key_value_result["value_type"] = type(record.value).__name__
+        key_value_result["value_name"] = record.value.name
+        key_value_result["value_age"] = record.value.age
+        return {"processed": True}
+
+    # WHEN
+    # The handler processes the Kafka event, deserializing both key and value
+    result = lambda_handler(kafka_event_with_avro_data, lambda_context)
+
+    # THEN
+    # The handler should return success and the captured properties should match expectations
+    assert result == {"processed": True}
+
+    # Key should be correctly deserialized into a UserKeyClass instance
+    assert key_value_result["key_type"] == "UserKeyClass"
+    assert key_value_result["key_id"] == "user-123"
+
+    # Value should be correctly deserialized into a UserValueDataClass instance
+    assert key_value_result["value_type"] == "UserValueDataClass"
+    assert key_value_result["value_name"] == "John Doe"
+    assert key_value_result["value_age"] == 30
+
+
+def test_kafka_consumer_without_avro_value_schema():
+    # GIVEN
+    # A scenario where AVRO schema type is specified for value
+    # but no actual schema is provided
+
+    # WHEN/THEN
+    # SchemaConfig initialization should fail with an appropriate error
+    with pytest.raises(KafkaConsumerMissingSchemaError) as excinfo:
+        SchemaConfig(value_schema_type="AVRO", value_schema=None)
+
+    # Verify the error message mentions 'value_schema'
+    assert "value_schema" in str(excinfo.value)
+
+
+def test_kafka_consumer_without_avro_key_schema():
+    # GIVEN
+    # A scenario where AVRO schema type is specified for key
+    # but no actual schema is provided
+
+    # WHEN/THEN
+    # SchemaConfig initialization should fail with an appropriate error
+    with pytest.raises(KafkaConsumerMissingSchemaError) as excinfo:
+        SchemaConfig(key_schema_type="AVRO", key_schema=None)
+
+    # Verify the error message mentions 'key_schema'
+    assert "key_schema" in str(excinfo.value)
diff --git a/tests/functional/kafka_consumer/_protobuf/__init__.py b/tests/functional/kafka_consumer/_protobuf/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/functional/kafka_consumer/_protobuf/confluent_protobuf.proto b/tests/functional/kafka_consumer/_protobuf/confluent_protobuf.proto
new file mode 100644
index 00000000000..ee7e7593c32
--- /dev/null
+++ b/tests/functional/kafka_consumer/_protobuf/confluent_protobuf.proto
@@ -0,0 +1,13 @@
+syntax = "proto3";
+
+package org.demo.kafka.protobuf;
+
+option java_package = "org.demo.kafka.protobuf";
+option java_outer_classname = "ProtobufProductOuterClass";
+option java_multiple_files = true;
+
+message ProtobufProduct {
+  int32 id = 1;
+  string name = 2;
+  double price = 3;
+}
diff --git a/tests/functional/kafka_consumer/_protobuf/confluent_protobuf_pb2.py b/tests/functional/kafka_consumer/_protobuf/confluent_protobuf_pb2.py
new file mode 100644
index 00000000000..87bf81abe44
--- /dev/null
+++ b/tests/functional/kafka_consumer/_protobuf/confluent_protobuf_pb2.py
@@ -0,0 +1,37 @@
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# NO CHECKED-IN PROTOBUF GENCODE
+# Protobuf Python Version: 6.30.2
+"""Generated protocol buffer code."""
+
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import runtime_version as _runtime_version
+from google.protobuf import symbol_database as _symbol_database
+from google.protobuf.internal import builder as _builder
+
+_runtime_version.ValidateProtobufRuntimeVersion(
+    _runtime_version.Domain.PUBLIC,
+    6,
+    30,
+    2,
+    "",
+    "confluent_protobuf.proto",
+)
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(
+    b'\n\x18\x63onfluent_protobuf.proto\x12\x17org.demo.kafka.protobuf":\n\x0fProtobufProduct\x12\n\n\x02id\x18\x01 \x01(\x05\x12\x0c\n\x04name\x18\x02 \x01(\t\x12\r\n\x05price\x18\x03 \x01(\x01\x42\x36\n\x17org.demo.kafka.protobufB\x19ProtobufProductOuterClassP\x01\x62\x06proto3',  # noqa: E501
+)
+
+_globals = globals()
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, "confluent_protobuf_pb2", _globals)
+if not _descriptor._USE_C_DESCRIPTORS:
+    _globals["DESCRIPTOR"]._loaded_options = None
+    _globals["DESCRIPTOR"]._serialized_options = b"\n\027org.demo.kafka.protobufB\031ProtobufProductOuterClassP\001"
+    _globals["_PROTOBUFPRODUCT"]._serialized_start = 53
+    _globals["_PROTOBUFPRODUCT"]._serialized_end = 111
+# @@protoc_insertion_point(module_scope)
diff --git a/tests/functional/kafka_consumer/_protobuf/test_kafka_consumer_with_protobuf.py b/tests/functional/kafka_consumer/_protobuf/test_kafka_consumer_with_protobuf.py
new file mode 100644
index 00000000000..2ab38dcc4f6
--- /dev/null
+++ b/tests/functional/kafka_consumer/_protobuf/test_kafka_consumer_with_protobuf.py
@@ -0,0 +1,424 @@
+import base64
+from copy import deepcopy
+from dataclasses import dataclass
+
+import pytest
+
+from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+from aws_lambda_powertools.utilities.kafka.exceptions import (
+    KafkaConsumerDeserializationError,
+    KafkaConsumerMissingSchemaError,
+)
+from aws_lambda_powertools.utilities.kafka.kafka_consumer import kafka_consumer
+from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+# Import confluent complex schema
+from .confluent_protobuf_pb2 import ProtobufProduct
+
+# Import the generated protobuf classes
+from .user_pb2 import Key, User
+
+
+@pytest.fixture
+def proto_encoded_value():
+    # Create a User protobuf message
+    user = User()
+    user.name = "John Doe"
+    user.age = 30
+    # Serialize and encode in base64
+    return base64.b64encode(user.SerializeToString()).decode("utf-8")
+
+
+@pytest.fixture
+def proto_encoded_key():
+    # Create a Key protobuf message
+    key = Key()
+    key.user_id = "user-123"
+    # Serialize and encode in base64
+    return base64.b64encode(key.SerializeToString()).decode("utf-8")
+
+
+@pytest.fixture
+def kafka_event_with_proto_data(proto_encoded_value, proto_encoded_key):
+    return {
+        "eventSource": "aws:kafka",
+        "eventSourceArn": "arn:aws:kafka:us-east-1:123456789012:cluster/my-cluster/abcdefg",
+        "records": {
+            "my-topic-1": [
+                {
+                    "topic": "my-topic-1",
+                    "partition": 1,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "key": proto_encoded_key,
+                    "value": proto_encoded_value,
+                    "headers": [{"headerKey": [104, 101, 97, 100, 101, 114, 86, 97, 108, 117, 101]}],
+                },
+            ],
+        },
+    }
+
+
+@dataclass
+class UserValueDataClass:
+    name: str
+    age: int
+
+
+@dataclass
+class UserKeyClass:
+    user_id: str
+
+
+def test_kafka_consumer_with_protobuf(kafka_event_with_proto_data, lambda_context):
+    # GIVEN A Kafka consumer configured to deserialize Protobuf data
+    # using the User protobuf message type as the schema
+    schema_config = SchemaConfig(
+        value_schema_type="PROTOBUF",
+        value_schema=User,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Return the deserialized record value for verification
+        return event.record.value
+
+    # WHEN The handler processes a Kafka event containing Protobuf-encoded data
+    result = handler(kafka_event_with_proto_data, lambda_context)
+
+    # THEN The Protobuf data should be correctly deserialized into a dictionary
+    # with the expected field values from the User message
+    assert result["name"] == "John Doe"
+    assert result["age"] == 30
+
+
+def test_kafka_consumer_with_proto_and_dataclass(
+    kafka_event_with_proto_data,
+    lambda_context,
+):
+    # GIVEN A Kafka consumer configured to deserialize Protobuf data
+    # using the User message type as the schema and convert the result to a UserValueDataClass instance
+    schema_config = SchemaConfig(
+        value_schema_type="PROTOBUF",
+        value_schema=User,
+        value_output_serializer=UserValueDataClass,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Extract the deserialized and serialized value
+        # which should be a UserValueDataClass instance
+        value: UserValueDataClass = event.record.value
+        return value
+
+    # WHEN The handler processes a Kafka event containing Protobuf-encoded data
+    # which is deserialized and then serialized to a dataclass
+    result = handler(kafka_event_with_proto_data, lambda_context)
+
+    # THEN The result should be a UserValueDataClass instance
+    # with the correct property values from the original Protobuf message
+    assert isinstance(result, UserValueDataClass)
+    assert result.name == "John Doe"
+    assert result.age == 30
+
+
+def test_kafka_consumer_with_invalid_proto_data(kafka_event_with_proto_data, lambda_context):
+    """Test error handling when Protobuf data is invalid."""
+    # GIVEN A Kafka event with deliberately corrupted Protobuf data
+    invalid_data = base64.b64encode(b"invalid protobuf data").decode("utf-8")
+    kafka_event_with_proto_data_temp = deepcopy(kafka_event_with_proto_data)
+    kafka_event_with_proto_data_temp["records"]["my-topic-1"][0]["value"] = invalid_data
+
+    schema_config = SchemaConfig(
+        value_schema_type="PROTOBUF",
+        value_schema=User,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        # This should never be reached if deserializer fails
+        record = next(event.records)
+        return record.value
+
+    # WHEN/THEN
+    # The handler should fail to process the invalid Avro data
+    # and raise a specific deserialization error
+    with pytest.raises(KafkaConsumerDeserializationError) as excinfo:
+        lambda_handler(kafka_event_with_proto_data_temp, lambda_context)
+
+    # The exact error message may vary depending on the Protobuf library's internals,
+    # but should indicate a deserialization problem
+    assert "Error trying to deserialize protobuf data" in str(excinfo.value)
+
+
+def test_kafka_consumer_with_key_deserialization(
+    kafka_event_with_proto_data,
+    lambda_context,
+):
+    # GIVEN A Kafka consumer configured to deserialize only the key using Protobuf
+    # and serialize it to a UserKeyClass instance
+    schema_config = SchemaConfig(
+        key_schema_type="PROTOBUF",
+        key_schema=Key,
+        key_output_serializer=UserKeyClass,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        key: UserKeyClass = event.record.key
+        return key
+
+    # WHEN The handler processes a Kafka event, deserializing only the key portion
+    # while leaving the value in its original format
+    result = lambda_handler(kafka_event_with_proto_data, lambda_context)
+
+    # THEN The key should be properly deserialized from Protobuf and serialized to a UserKeyClass
+    # with the expected user_id value
+    assert result.user_id == "user-123"
+    assert isinstance(result, UserKeyClass)
+
+
+def test_kafka_consumer_with_wrong_proto_message_class(kafka_event_with_proto_data, lambda_context):
+    # GIVEN
+    # A Kafka consumer configured with the wrong Protobuf message class (Key instead of User)
+    # for deserializing the value payload
+    schema_config = SchemaConfig(
+        value_schema_type="PROTOBUF",
+        value_schema=Key,  # Incorrect schema for the value data
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def lambda_handler(event: ConsumerRecords, context):
+        record = next(event.records)
+        return record.value
+
+    # WHEN The handler processes a Kafka event with Protobuf data that doesn't match the schema
+    response = lambda_handler(kafka_event_with_proto_data, lambda_context)
+
+    # THEN The deserialization should return an empty result
+    assert not response
+
+
+def test_kafka_consumer_with_custom_function(
+    kafka_event_with_proto_data,
+    lambda_context,
+):
+    # GIVEN A custom serialization function that removes the age field from the dictionary
+    def dict_output(data: dict) -> dict:
+        # removing age key
+        del data["age"]
+        return data
+
+    # A Kafka consumer configured with Protobuf schema deserialization
+    # and a custom function for output transformation
+    schema_config = SchemaConfig(
+        value_schema_type="PROTOBUF",
+        value_schema=User,
+        value_output_serializer=dict_output,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Capture the results to verify
+        return event.record.value
+
+    # WHEN The handler processes the Kafka event containing Protobuf-encoded data
+    # and applies the custom transformation function to the output
+    result = handler(kafka_event_with_proto_data, lambda_context)
+
+    # THEN The Avro data should be correctly deserialized and transformed
+    # with the name field intact but the age field removed
+    assert result["name"] == "John Doe"
+    assert "age" not in result
+
+
+def test_kafka_consumer_with_multiple_records(lambda_context):
+    """Test Kafka consumer with multiple records."""
+
+    # GIVEN
+    # Two distinct Protobuf User messages to create multiple records
+    # First user: John Doe, age 30
+    user1 = User()
+    user1.name = "John Doe"
+    user1.age = 30
+    value1 = base64.b64encode(user1.SerializeToString()).decode("utf-8")
+
+    # Second user: Jane Smith, age 25
+    user2 = User()
+    user2.name = "Jane Smith"
+    user2.age = 25
+    value2 = base64.b64encode(user2.SerializeToString()).decode("utf-8")
+
+    # Create event with multiple records
+    event = {
+        "eventSource": "aws:kafka",
+        "records": {
+            "my-topic-1": [
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "value": value1,
+                },
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 16,
+                    "timestamp": 1545084651000,
+                    "timestampType": "CREATE_TIME",
+                    "value": value2,
+                },
+            ],
+        },
+    }
+
+    # Create dict to capture results
+    processed_records = []
+
+    schema_config = SchemaConfig(
+        value_schema_type="PROTOBUF",
+        value_schema=User,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        for record in event.records:
+            processed_records.append({"name": record.value["name"], "age": record.value["age"]})
+        return {"processed": len(processed_records)}
+
+    # WHEN
+    # The handler processes the Kafka event containing multiple records
+    result = handler(event, lambda_context)
+
+    # THEN
+    # The handler should successfully process both records
+    # and return the correct count
+    assert result == {"processed": 2}
+
+    # All records should be correctly deserialized with proper values
+    assert len(processed_records) == 2
+
+    # First record should contain John Doe's details
+    assert processed_records[0]["name"] == "John Doe"
+    assert processed_records[0]["age"] == 30
+
+    # Second record should contain Jane Smith's details
+    assert processed_records[1]["name"] == "Jane Smith"
+    assert processed_records[1]["age"] == 25
+
+
+def test_kafka_consumer_without_protobuf_value_schema():
+    # GIVEN
+    # A scenario where PROTOBUF schema type is specified for the value
+    # but no actual schema class is provided
+
+    # WHEN/THEN
+    # SchemaConfig initialization should fail with an appropriate error
+    with pytest.raises(KafkaConsumerMissingSchemaError) as excinfo:
+        SchemaConfig(value_schema_type="PROTOBUF", value_schema=None)
+
+    # Verify the error message mentions the missing value schema
+    assert "value_schema" in str(excinfo.value)
+    assert "PROTOBUF" in str(excinfo.value)
+
+
+def test_kafka_consumer_without_protobuf_key_schema():
+    # GIVEN
+    # A scenario where PROTOBUF schema type is specified for the key
+    # but no actual schema class is provided
+
+    # WHEN/THEN
+    # SchemaConfig initialization should fail with an appropriate error
+    with pytest.raises(KafkaConsumerMissingSchemaError) as excinfo:
+        SchemaConfig(key_schema_type="PROTOBUF", key_schema=None)
+
+    # Verify the error message mentions the missing key schema
+    assert "key_schema" in str(excinfo.value)
+    assert "PROTOBUF" in str(excinfo.value)
+
+
+def test_confluent_complex_schema(lambda_context):
+    # GIVEN
+    # A scenario where a complex schema is used with the PROTOBUF schema type
+    complex_event = {
+        "eventSource": "aws:kafka",
+        "eventSourceArn": "arn:aws:kafka:us-east-1:0123456789019:cluster/SalesCluster/abcd1234",
+        "bootstrapServers": "b-2.demo-cluster-1.a1bcde.c1.kafka.us-east-1.amazonaws.com:9092",
+        "records": {
+            "mytopic-0": [
+                {
+                    "topic": "mytopic",
+                    "partition": 0,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "key": "NDI=",
+                    "value": "COkHEgZMYXB0b3AZUrgehes/j0A=",
+                    "headers": [{"headerKey": [104, 101, 97, 100, 101, 114, 86, 97, 108, 117, 101]}],
+                },
+                {
+                    "topic": "mytopic",
+                    "partition": 0,
+                    "offset": 16,
+                    "timestamp": 1545084650988,
+                    "timestampType": "CREATE_TIME",
+                    "key": "NDI=",
+                    "value": "AAjpBxIGTGFwdG9wGVK4HoXrP49A",
+                    "headers": [{"headerKey": [104, 101, 97, 100, 101, 114, 86, 97, 108, 117, 101]}],
+                },
+                {
+                    "topic": "mytopic",
+                    "partition": 0,
+                    "offset": 17,
+                    "timestamp": 1545084650989,
+                    "timestampType": "CREATE_TIME",
+                    "key": "NDI=",
+                    "value": "AgEACOkHEgZMYXB0b3AZUrgehes/j0A=",
+                    "headers": [{"headerKey": [104, 101, 97, 100, 101, 114, 86, 97, 108, 117, 101]}],
+                },
+            ],
+        },
+    }
+
+    # GIVEN A Kafka consumer configured to deserialize Protobuf data
+    # using the User protobuf message type as the schema
+    schema_config = SchemaConfig(
+        value_schema_type="PROTOBUF",
+        value_schema=ProtobufProduct,
+    )
+
+    processed_records = []
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        for record in event.records:
+            processed_records.append(
+                {"id": record.value["id"], "name": record.value["name"], "price": record.value["price"]},
+            )
+        return {"processed": len(processed_records)}
+
+    # WHEN The handler processes a Kafka event containing Protobuf-encoded data
+    result = handler(complex_event, lambda_context)
+
+    # THEN
+    # The handler should successfully process both records
+    # and return the correct count
+    assert result == {"processed": 3}
+
+    # All records should be correctly deserialized with proper values
+    assert len(processed_records) == 3
+
+    # First record should contain decoded values
+    assert processed_records[0]["id"] == 1001
+    assert processed_records[0]["name"] == "Laptop"
+
+    # Second record should contain decoded values
+    assert processed_records[1]["id"] == 1001
+    assert processed_records[1]["name"] == "Laptop"
+
+    # Third record should contain decoded values
+    assert processed_records[2]["id"] == 1001
+    assert processed_records[2]["name"] == "Laptop"
diff --git a/tests/functional/kafka_consumer/_protobuf/user.proto b/tests/functional/kafka_consumer/_protobuf/user.proto
new file mode 100644
index 00000000000..9eec9196f99
--- /dev/null
+++ b/tests/functional/kafka_consumer/_protobuf/user.proto
@@ -0,0 +1,12 @@
+syntax = "proto3";
+
+package com.example;
+
+message User {
+  string name = 1;
+  int32 age = 2;
+}
+
+message Key {
+  string user_id = 3;
+}
diff --git a/tests/functional/kafka_consumer/_protobuf/user_pb2.py b/tests/functional/kafka_consumer/_protobuf/user_pb2.py
new file mode 100644
index 00000000000..034c7545ede
--- /dev/null
+++ b/tests/functional/kafka_consumer/_protobuf/user_pb2.py
@@ -0,0 +1,31 @@
+# Generated by the protocol buffer compiler.  DO NOT EDIT!
+# NO CHECKED-IN PROTOBUF GENCODE
+# Protobuf Python Version: 6.30.2
+"""Generated protocol buffer code."""
+
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import descriptor_pool as _descriptor_pool
+from google.protobuf import runtime_version as _runtime_version
+from google.protobuf import symbol_database as _symbol_database
+from google.protobuf.internal import builder as _builder
+
+_runtime_version.ValidateProtobufRuntimeVersion(_runtime_version.Domain.PUBLIC, 6, 30, 2, "", "user.proto")
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(
+    b'\n\nuser.proto\x12\x0b\x63om.example"!\n\x04User\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0b\n\x03\x61ge\x18\x02 \x01(\x05"\x16\n\x03Key\x12\x0f\n\x07user_id\x18\x03 \x01(\tb\x06proto3',  # noqa: E501
+)
+
+_globals = globals()
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, "user_pb2", _globals)
+if not _descriptor._USE_C_DESCRIPTORS:
+    DESCRIPTOR._loaded_options = None
+    _globals["_USER"]._serialized_start = 27
+    _globals["_USER"]._serialized_end = 60
+    _globals["_KEY"]._serialized_start = 62
+    _globals["_KEY"]._serialized_end = 84
+# @@protoc_insertion_point(module_scope)
diff --git a/tests/functional/kafka_consumer/_pydantic/test_kafka_consumer_with_pydantic.py b/tests/functional/kafka_consumer/_pydantic/test_kafka_consumer_with_pydantic.py
new file mode 100644
index 00000000000..58c05833e1e
--- /dev/null
+++ b/tests/functional/kafka_consumer/_pydantic/test_kafka_consumer_with_pydantic.py
@@ -0,0 +1,226 @@
+import base64
+import json
+from typing import Annotated, Literal, Union
+
+import pytest
+from pydantic import BaseModel, Field
+
+from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+from aws_lambda_powertools.utilities.kafka.kafka_consumer import kafka_consumer
+from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+
+@pytest.fixture
+def json_encoded_value():
+    data = {"name": "John Doe", "age": 30}
+    return base64.b64encode(json.dumps(data).encode("utf-8")).decode("utf-8")
+
+
+@pytest.fixture
+def json_encoded_key():
+    data = {"user_id": "123"}
+    return base64.b64encode(json.dumps(data).encode("utf-8")).decode("utf-8")
+
+
+@pytest.fixture
+def kafka_event_with_json_data(json_encoded_value, json_encoded_key):
+    return {
+        "eventSource": "aws:kafka",
+        "eventSourceArn": "arn:aws:kafka:us-east-1:123456789012:cluster/my-cluster/abcdefg",
+        "records": {
+            "my-topic-1": [
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "key": json_encoded_key,
+                    "value": json_encoded_value,
+                    "headers": [{"headerKey": [104, 101, 97, 100, 101, 114, 86, 97, 108, 117, 101]}],
+                },
+            ],
+        },
+    }
+
+
+class UserValueModel(BaseModel):
+    name: str
+    age: int
+
+
+class UserKeyModel(BaseModel):
+    user_id: str
+
+
+def test_kafka_consumer_with_json_value_and_pydantic(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A Kafka consumer configured to deserialize JSON data
+    # and convert it to a Pydantic model instance
+    schema_config = SchemaConfig(value_schema_type="JSON", value_output_serializer=UserValueModel)
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Extract the deserialized and serialized value
+        # which should be a UserValueModel instance
+        value: UserValueModel = event.record.value
+        return value
+
+    # WHEN
+    # The handler processes a Kafka event containing JSON-encoded data
+    # which is deserialized into a dictionary and then converted to a Pydantic model
+    result = handler(kafka_event_with_json_data, lambda_context)
+
+    # THEN
+    # The result should be a UserValueModel instance with the correct properties
+    assert isinstance(result, UserValueModel)
+    assert result.name == "John Doe"
+    assert result.age == 30
+
+
+def test_kafka_consumer_with_json_value_and_union_tag(kafka_event_with_json_data, lambda_context):
+    """Test Kafka consumer with JSON deserialization and dataclass output serialization."""
+
+    class UserValueModel(BaseModel):
+        name: Literal["John Doe"]
+        age: int
+
+    class UserValueModel2(BaseModel):
+        name: Literal["Not using"]
+        email: str
+
+    UnionModel = Annotated[Union[UserValueModel, UserValueModel2], Field(discriminator="name")]
+
+    # GIVEN
+    # A Kafka consumer configured to deserialize JSON data
+    # and convert it to a Pydantic model instance with Union Tags
+    schema_config = SchemaConfig(value_schema_type="JSON", value_output_serializer=UnionModel)
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Extract the deserialized and serialized value
+        # which should be a UserValueModel instance
+        value: UserValueModel = event.record.value
+        return value
+
+    # WHEN
+    # The handler processes a Kafka event containing JSON-encoded data
+    # which is deserialized into a dictionary and then converted to a Pydantic model
+    result = handler(kafka_event_with_json_data, lambda_context)
+
+    # THEN
+    # The result should be a UserValueModel instance with the correct properties
+    assert isinstance(result, UserValueModel)
+    assert result.name == "John Doe"
+    assert result.age == 30
+
+
+def test_kafka_consumer_with_json_key_and_pydantic(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A Kafka consumer configured to deserialize only the key using JSON
+    # and convert it to a Pydantic UserKeyModel instance
+    schema_config = SchemaConfig(
+        key_schema_type="JSON",
+        key_output_serializer=UserKeyModel,
+    )
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Extract the deserialized key to verify
+        key: UserKeyModel = event.record.key
+        return key
+
+    # WHEN
+    # The handler processes a Kafka event, deserializing only the key portion as JSON
+    # while leaving the value in its original format
+    result = handler(kafka_event_with_json_data, lambda_context)
+
+    # THEN
+    # The key should be properly deserialized from JSON and converted to a UserKeyModel
+    # with the expected user_id value
+    assert isinstance(result, UserKeyModel)
+    assert result.user_id == "123"
+
+
+def test_kafka_consumer_with_multiple_records(lambda_context):
+    # GIVEN
+    # Three different user records to process
+    # First user: John Doe, age 30
+    data1 = {"name": "John Doe", "age": 30}
+    # Second user: Jane Smith, age 25
+    data2 = {"name": "Jane Smith", "age": 25}
+    # Third user: Bob Johnson, age 40
+    data3 = {"name": "Bob Johnson", "age": 40}
+
+    # Base64-encoded JSON data for each record
+    encoded1 = base64.b64encode(json.dumps(data1).encode("utf-8")).decode("utf-8")
+    encoded2 = base64.b64encode(json.dumps(data2).encode("utf-8")).decode("utf-8")
+    encoded3 = base64.b64encode(json.dumps(data3).encode("utf-8")).decode("utf-8")
+
+    # A Kafka event containing multiple records across different offsets
+    multi_record_event = {
+        "eventSource": "aws:kafka",
+        "records": {
+            "my-topic-1": [
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "key": None,
+                    "value": encoded1,
+                    "headers": [],
+                },
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 16,
+                    "timestamp": 1545084651987,
+                    "timestampType": "CREATE_TIME",
+                    "key": None,
+                    "value": encoded2,
+                    "headers": [],
+                },
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 17,
+                    "timestamp": 1545084652987,
+                    "timestampType": "CREATE_TIME",
+                    "key": None,
+                    "value": encoded3,
+                    "headers": [],
+                },
+            ],
+        },
+    }
+
+    # A list to capture processed record details
+    processed_records = []
+
+    # A Kafka consumer configured to deserialize JSON and convert to Pydantic models
+    schema_config = SchemaConfig(value_schema_type="JSON", value_output_serializer=UserValueModel)
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Process each record and collect its properties
+        for record in event.records:
+            processed_records.append({"name": record.value.name, "age": record.value.age})
+        return {"processed": len(processed_records)}
+
+    # WHEN
+    # The handler processes the Kafka event containing multiple JSON records
+    result = handler(multi_record_event, lambda_context)
+
+    # THEN
+    # The handler should successfully process all three records
+    # and return the correct count
+    assert result == {"processed": 3}
+    assert len(processed_records) == 3
+
+    # All three users should be correctly deserialized and processed
+    # regardless of their order in the event
+    assert any(r["name"] == "John Doe" and r["age"] == 30 for r in processed_records)
+    assert any(r["name"] == "Jane Smith" and r["age"] == 25 for r in processed_records)
+    assert any(r["name"] == "Bob Johnson" and r["age"] == 40 for r in processed_records)
diff --git a/tests/functional/kafka_consumer/conftest.py b/tests/functional/kafka_consumer/conftest.py
new file mode 100644
index 00000000000..49ac95a3d6b
--- /dev/null
+++ b/tests/functional/kafka_consumer/conftest.py
@@ -0,0 +1,17 @@
+import pytest
+
+
+class LambdaContext:
+    def __init__(self):
+        self.function_name = "test-func"
+        self.memory_limit_in_mb = 128
+        self.invoked_function_arn = "arn:aws:lambda:eu-west-1:809313241234:function:test-func"
+        self.aws_request_id = "52fdfc07-2182-154f-163f-5f0f9a621d72"
+
+    def get_remaining_time_in_millis(self) -> int:
+        return 1000
+
+
+@pytest.fixture
+def lambda_context():
+    return LambdaContext()
diff --git a/tests/functional/kafka_consumer/required_dependencies/__init__.py b/tests/functional/kafka_consumer/required_dependencies/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/functional/kafka_consumer/required_dependencies/test_kafka_consumer.py b/tests/functional/kafka_consumer/required_dependencies/test_kafka_consumer.py
new file mode 100644
index 00000000000..a5240eb4d12
--- /dev/null
+++ b/tests/functional/kafka_consumer/required_dependencies/test_kafka_consumer.py
@@ -0,0 +1,331 @@
+import base64
+import json
+from copy import deepcopy
+from dataclasses import dataclass
+
+import pytest
+
+from aws_lambda_powertools.utilities.kafka.consumer_records import ConsumerRecords
+from aws_lambda_powertools.utilities.kafka.exceptions import (
+    KafkaConsumerDeserializationError,
+)
+from aws_lambda_powertools.utilities.kafka.kafka_consumer import kafka_consumer
+from aws_lambda_powertools.utilities.kafka.schema_config import SchemaConfig
+
+
+@pytest.fixture
+def json_encoded_value():
+    data = {"name": "John Doe", "age": 30}
+    return base64.b64encode(json.dumps(data).encode("utf-8")).decode("utf-8")
+
+
+@pytest.fixture
+def json_encoded_key():
+    data = {"user_id": "123"}
+    return base64.b64encode(json.dumps(data).encode("utf-8")).decode("utf-8")
+
+
+@pytest.fixture
+def kafka_event_with_json_data(json_encoded_value, json_encoded_key):
+    return {
+        "eventSource": "aws:kafka",
+        "eventSourceArn": "arn:aws:kafka:us-east-1:123456789012:cluster/my-cluster/abcdefg",
+        "records": {
+            "my-topic-1": [
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "key": json_encoded_key,
+                    "value": json_encoded_value,
+                    "headers": [{"headerKey": [104, 101, 97, 100, 101, 114, 86, 97, 108, 117, 101]}],
+                },
+            ],
+        },
+    }
+
+
+@dataclass
+class UserValueDataClass:
+    name: str
+    age: int
+
+
+@dataclass
+class UserKeyClass:
+    user_id: str
+
+
+def test_kafka_consumer_with_json(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A Kafka consumer configured to deserialize JSON data
+    # without any additional output serialization
+    schema_config = SchemaConfig(value_schema_type="JSON")
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Return the deserialized JSON value for verification
+        return event.record.value
+
+    # WHEN
+    # The handler processes a Kafka event containing JSON-encoded data
+    result = handler(kafka_event_with_json_data, lambda_context)
+
+    # THEN
+    # The JSON should be correctly deserialized into a Python dictionary
+    # with the expected field values
+    assert result["name"] == "John Doe"
+    assert result["age"] == 30
+
+
+def test_kafka_consumer_with_json_and_dataclass(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A Kafka consumer configured to deserialize JSON data
+    # and convert it to a UserValueDataClass instance
+    schema_config = SchemaConfig(value_schema_type="JSON", value_output_serializer=UserValueDataClass)
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Extract the deserialized and serialized value
+        # which should be a UserValueDataClass instance
+        value: UserValueDataClass = event.record.value
+        return value
+
+    # WHEN
+    # The handler processes a Kafka event containing JSON-encoded data
+    # which is deserialized into a dictionary and then converted to a dataclass
+    result = handler(kafka_event_with_json_data, lambda_context)
+
+    # THEN
+    # The result should be a UserValueDataClass instance
+    # with the correct property values from the original JSON
+    assert isinstance(result, UserValueDataClass)
+    assert result.name == "John Doe"
+    assert result.age == 30
+
+
+def test_kafka_consumer_with_invalid_json_data(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A Kafka event with raw string data that is not valid base64-encoded JSON
+    invalid_data = "invalid json data"
+    kafka_event_with_json_data = deepcopy(kafka_event_with_json_data)
+    kafka_event_with_json_data["records"]["my-topic-1"][0]["value"] = invalid_data
+
+    schema_config = SchemaConfig(value_schema_type="JSON")
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        return event.record.value
+
+    # WHEN/THEN
+    # The handler should fail to process the invalid JSON data
+    # and raise a specific deserialization error
+    with pytest.raises(KafkaConsumerDeserializationError) as excinfo:
+        handler(kafka_event_with_json_data, lambda_context)
+
+    # Ensure the error contains useful diagnostic information
+    assert "Error trying to deserialize json data" in str(excinfo.value)
+
+
+def test_kafka_consumer_with_multiple_records_json(lambda_context):
+    # GIVEN
+    # Three different user records to process
+    # First user: John Doe, age 30
+    data1 = {"name": "John Doe", "age": 30}
+    # Second user: Jane Smith, age 25
+    data2 = {"name": "Jane Smith", "age": 25}
+    # Third user: Bob Johnson, age 40
+    data3 = {"name": "Bob Johnson", "age": 40}
+
+    # Base64-encoded JSON data for each record
+    encoded1 = base64.b64encode(json.dumps(data1).encode("utf-8")).decode("utf-8")
+    encoded2 = base64.b64encode(json.dumps(data2).encode("utf-8")).decode("utf-8")
+    encoded3 = base64.b64encode(json.dumps(data3).encode("utf-8")).decode("utf-8")
+
+    # A Kafka event containing multiple records across different offsets
+    multi_record_event = {
+        "eventSource": "aws:kafka",
+        "records": {
+            "my-topic-1": [
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 15,
+                    "timestamp": 1545084650987,
+                    "timestampType": "CREATE_TIME",
+                    "key": None,
+                    "value": encoded1,
+                    "headers": [],
+                },
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 16,
+                    "timestamp": 1545084651987,
+                    "timestampType": "CREATE_TIME",
+                    "key": None,
+                    "value": encoded2,
+                    "headers": [],
+                },
+                {
+                    "topic": "my-topic-1",
+                    "partition": 0,
+                    "offset": 17,
+                    "timestamp": 1545084652987,
+                    "timestampType": "CREATE_TIME",
+                    "key": None,
+                    "value": encoded3,
+                    "headers": [],
+                },
+            ],
+        },
+    }
+
+    # A list to capture processed record details
+    processed_records = []
+
+    # A Kafka consumer configured to deserialize JSON and convert to dataclass instances
+    schema_config = SchemaConfig(value_schema_type="JSON", value_output_serializer=UserValueDataClass)
+
+    @kafka_consumer(schema_config=schema_config)
+    def handler(event: ConsumerRecords, context):
+        # Process each record and collect its properties
+        for record in event.records:
+            processed_records.append({"name": record.value.name, "age": record.value.age})
+        return {"processed": len(processed_records)}
+
+    # WHEN
+    # The handler processes the Kafka event containing multiple JSON records
+    result = handler(multi_record_event, lambda_context)
+
+    # THEN
+    # The handler should successfully process all three records
+    # and return the correct count
+    assert result == {"processed": 3}
+    assert len(processed_records) == 3
+
+    # All three users should be correctly deserialized into dataclass instances
+    # and their properties should be accessible
+    assert any(r["name"] == "John Doe" and r["age"] == 30 for r in processed_records)
+    assert any(r["name"] == "Jane Smith" and r["age"] == 25 for r in processed_records)
+    assert any(r["name"] == "Bob Johnson" and r["age"] == 40 for r in processed_records)
+
+
+def test_kafka_consumer_default_deserializer_value(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A simple string message encoded in base64
+    raw_data = b"data"
+    base64_data = base64.b64encode(raw_data).decode("utf-8")
+
+    # A Kafka event with the base64-encoded data as value
+    basic_kafka_event = deepcopy(kafka_event_with_json_data)
+    basic_kafka_event["records"]["my-topic-1"][0]["value"] = base64_data
+
+    # A Kafka consumer with no schema configuration specified
+    # which should default to base64 decoding only
+    @kafka_consumer()
+    def handler(event: ConsumerRecords, context):
+        # Get the first record's value
+        record = next(event.records)
+        # Should receive UTF-8 decoded data with no further processing
+        return record.value
+
+    # WHEN
+    # The handler processes the Kafka event with default deserializer
+    result = handler(basic_kafka_event, lambda_context)
+
+    # THEN
+    # The result should be the UTF-8 decoded string from the base64 data
+    # with no additional deserialization applied
+    assert result == "data"
+    assert isinstance(result, str)
+
+
+def test_kafka_consumer_default_deserializer_key(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A simple string message encoded in base64 for the key
+    raw_key_data = b"data"
+    base64_key = base64.b64encode(raw_key_data).decode("utf-8")
+
+    # A Kafka event with the base64-encoded data as key
+    kafka_event_with_key = deepcopy(kafka_event_with_json_data)
+    kafka_event_with_key["records"]["my-topic-1"][0]["key"] = base64_key
+
+    # A Kafka consumer with no schema configuration specified
+    # which should default to base64 decoding only
+    @kafka_consumer()
+    def handler(event: ConsumerRecords, context):
+        # Get the first record's key
+        record = next(event.records)
+        # Should receive UTF-8 decoded key with no further processing
+        return record.key
+
+    # WHEN
+    # The handler processes the Kafka event with default key deserializer
+    result = handler(kafka_event_with_key, lambda_context)
+
+    # THEN
+    # The key should be the UTF-8 decoded string from the base64 data
+    # with no additional deserialization or transformation applied
+    assert result == "data"
+    assert isinstance(result, str)
+
+
+def test_kafka_consumer_default_deserializer_key_is_none(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A Kafka event with a null key in the record
+    kafka_event_with_null_key = deepcopy(kafka_event_with_json_data)
+    kafka_event_with_null_key["records"]["my-topic-1"][0]["key"] = None
+
+    # A Kafka consumer with no schema configuration specified
+    @kafka_consumer()
+    def handler(event: ConsumerRecords, context):
+        # Get the first record's key which should be None
+        record = next(event.records)
+        return record.key
+
+    # WHEN
+    # The handler processes the Kafka event with a null key
+    result = handler(kafka_event_with_null_key, lambda_context)
+
+    # THEN
+    # The key should be preserved as None without any attempt at deserialization
+    assert result is None
+
+
+def test_kafka_consumer_metadata_fields(kafka_event_with_json_data, lambda_context):
+    # GIVEN
+    # A Kafka event with specific metadata we want to verify is preserved
+    kafka_event = deepcopy(kafka_event_with_json_data)
+    kafka_event["records"]["my-topic-1"][0]["key"] = None
+
+    # A Kafka consumer with no schema configuration
+    # that returns the full record object for inspection
+    @kafka_consumer()
+    def handler(event: ConsumerRecords, context):
+        return event.record
+
+    # WHEN
+    # The handler processes the Kafka event and returns the record object
+    result = handler(kafka_event, lambda_context)
+
+    # THEN
+    # The record should preserve all original metadata fields
+
+    # Original encoded values should be preserved
+    assert result.original_value == kafka_event["records"]["my-topic-1"][0]["value"]
+    assert result.original_key == kafka_event["records"]["my-topic-1"][0]["key"]
+
+    # Original headers array should be preserved
+    assert result.original_headers == kafka_event["records"]["my-topic-1"][0]["headers"]
+
+    # Headers should be parsed into a dictionary for easy access
+    assert result.headers == {"headerKey": b"headerValue"}
+
+    # Additional metadata checks could be added here:
+    assert result.topic == kafka_event["records"]["my-topic-1"][0]["topic"]
+    assert result.partition == kafka_event["records"]["my-topic-1"][0]["partition"]
+    assert result.offset == kafka_event["records"]["my-topic-1"][0]["offset"]
+    assert result.timestamp == kafka_event["records"]["my-topic-1"][0]["timestamp"]
diff --git a/tests/unit/data_classes/required_dependencies/test_kafka_event.py b/tests/unit/data_classes/required_dependencies/test_kafka_event.py
index 8e4480a06d7..fc7bbf12a1a 100644
--- a/tests/unit/data_classes/required_dependencies/test_kafka_event.py
+++ b/tests/unit/data_classes/required_dependencies/test_kafka_event.py
@@ -34,6 +34,10 @@ def test_kafka_msk_event():
     assert record.json_value == {"key": "value"}
     assert record.decoded_headers == {"headerKey": b"headerValue"}
     assert record.decoded_headers["HeaderKey"] == b"headerValue"
+    assert record.key_schema_metadata.data_format == raw_record["keySchemaMetadata"]["dataFormat"]
+    assert record.key_schema_metadata.schema_id == raw_record["keySchemaMetadata"]["schemaId"]
+    assert record.value_schema_metadata.data_format == raw_record["valueSchemaMetadata"]["dataFormat"]
+    assert record.value_schema_metadata.schema_id == raw_record["valueSchemaMetadata"]["schemaId"]
 
     assert parsed_event.record == records[0]
     for i in range(1, 3):
@@ -68,6 +72,8 @@ def test_kafka_self_managed_event():
     assert record.json_value == {"key": "value"}
     assert record.decoded_headers == {"headerKey": b"headerValue"}
     assert record.decoded_headers["HeaderKey"] == b"headerValue"
+    assert record.key_schema_metadata is None
+    assert record.value_schema_metadata is None
 
     assert parsed_event.record == records[0]
 
diff --git a/tests/unit/parser/_pydantic/test_kafka.py b/tests/unit/parser/_pydantic/test_kafka.py
index aabb669b805..779756831a9 100644
--- a/tests/unit/parser/_pydantic/test_kafka.py
+++ b/tests/unit/parser/_pydantic/test_kafka.py
@@ -55,6 +55,8 @@ def test_self_managed_kafka_event():
     assert record.value == '{"key":"value"}'
     assert len(record.headers) == 1
     assert record.headers[0]["headerKey"] == b"headerValue"
+    assert record.keySchemaMetadata is None
+    assert record.valueSchemaMetadata is None
     record: KafkaRecordModel = records[1]
     assert record.key is None
 
@@ -82,6 +84,10 @@ def test_kafka_msk_event():
     assert record.value == '{"key":"value"}'
     assert len(record.headers) == 1
     assert record.headers[0]["headerKey"] == b"headerValue"
+    assert record.keySchemaMetadata.dataFormat == "AVRO"
+    assert record.keySchemaMetadata.schemaId == "1234"
+    assert record.valueSchemaMetadata.dataFormat == "AVRO"
+    assert record.valueSchemaMetadata.schemaId == "1234"
     for i in range(1, 3):
         record: KafkaRecordModel = records[i]
         assert record.key is None