Fix linting

Author: morsapaes

docs/integrations/data-ingestion/kafka/index.md

@@ -1,3 +1,10 @@
+---
+sidebar_label: 'Integrating Kafka with ClickHouse'
+sidebar_position: 1
+slug: /integrations/kafka
+description: 'Introduction to Kafka with ClickHouse'
+title: 'Integrating Kafka with ClickHouse'
+---
 
 # Integrating Kafka with ClickHouse
 
@@ -17,22 +24,22 @@ For a more detailed comparison between these options, see [Choosing an option](#
 
 ### ClickPipes for Kafka {#clickpipes-for-kafka}
 
-[ClickPipes](../clickpipes/index.md) is a managed integration platform that makes ingesting data from a diverse set of sources as simple as clicking a few buttons. Because it is fully managed and purpose-built for production workloads, ClickPipes significantly lowers infrastructure (CAPEX) and operational (OPEC'S) costs, removing the need for external data streaming and ETL tools.
+[ClickPipes](../clickpipes/index.md) is a managed integration platform that makes ingesting data from a diverse set of sources as simple as clicking a few buttons. Because it is fully managed and purpose-built for production workloads, ClickPipes significantly lowers infrastructure and operational costs, removing the need for external data streaming and ETL tools.
 
 :::tip
 This is the recommended option if you're a ClickHouse Cloud user. ClickPipes is **fully managed** and purpose-built to deliver the **best performance** in Cloud environments.
 :::
 
 #### Main features {#clickpipes-for-kafka-main-features}
 
-[//]: # "TODO(morsapaes) It isn't optimal to link to a static alpha-release of the Terraform provider. Link to a Terraform guide once that's available."
+[//]: # "TODO It isn't optimal to link to a static alpha-release of the Terraform provider. Link to a Terraform guide once that's available."
 
 * Optimized for ClickHouse Cloud, delivering blazing-fast performance
 * Horizontal and vertical scalability for high-throughput workloads
 * Built-in fault tolerance with configurable replicas and automatic retries
 * Deployment and management via ClickHouse Cloud UI, [Open API](../../../cloud/manage/api/api-overview.md), or [Terraform](https://registry.terraform.io/providers/ClickHouse/clickhouse/3.3.3-alpha2/docs/resources/clickpipe)
 * Enterprise-grade security with support for cloud-native authorization (IAM) and private connectivity (PrivateLink)
-* Support for a wide range of [data sources](../clickpipes/kafka.md#supported-data-sources), including Confluent Cloud, Amazon MSK, Redpanda Cloud, and Azure Event Hubs
+* Supports a wide range of [data sources](../clickpipes/kafka.md#supported-data-sources), including Confluent Cloud, Amazon MSK, Redpanda Cloud, and Azure Event Hubs
 
 #### Getting started {#clickpipes-for-kafka-getting-started}
 
@@ -57,7 +64,7 @@ This is the recommended option if you're already a Kafka Connect user. The Kafka
 
 To get started using the ClickHouse Kafka Connect Sink, see the [reference documentation](./kafka-clickhouse-connect-sink.md).
 
-### Kafka Table Engine {#kafka-table-engine}
+### Kafka table engine {#kafka-table-engine}
 
 The [Kafka table engine](./kafka-table-engine.md) can be used to read data from and write data to Apache Kafka and other Kafka API-compatible brokers. This option is bundled with open-source ClickHouse and is available across all deployment types.
 
@@ -71,17 +78,17 @@ This is the recommended option if you're self-hosting ClickHouse and need a **lo
 * Bundled with open-source ClickHouse
 * Supports all ClickHouse data types
 
-#### Getting started {kafka-table-engine-getting-started}
+#### Getting started {#kafka-table-engine-getting-started}
 
-To get started using the Kafka Table Engine, see the [reference documentation](./kafka-table-engine.md).
+To get started using the Kafka table engine, see the [reference documentation](./kafka-table-engine.md).
 
 ### Choosing an option {#choosing-an-option}
 
 | Product | Deployment | Strengths | Weaknesses |
 |---------|------------|-----------|------------|
 | **ClickPipes for Kafka** | [CH Cloud] | • Scalable architecture for high throughput and low latency<br/>• Built-in monitoring and schema management<br/>• Private networking connections (via PrivateLink)<br/>• Supports SSL/TLS authentication and IAM authorization<br/>• Supports programmatic configuration (Terraform, API endpoints) | • Does not support pushing data to Kafka<br/>• At-least-once semantics |
 | **Kafka Connect Sink** | [CH Cloud]<br/>[CH BYOC]<br/>[CH OSS] | • Exactly-once semantics<br/>• Allows granular control over data transformation, batching and error handling<br/>• Can be deployed in private networks<br/>• Allows real-time replication from databases not yet supported in ClickPipes via Debezium | • Does not support pushing data to Kafka<br/>• Operationally complex to set up and maintain<br/>• Requires Kafka and Kafka Connect expertise |
-| **Kafka Table Engine** | [CH Cloud]<br/>[CH BYOC]<br/>[CH OSS] | • Supports pushing data to Kafka<br/>• Allows real-time replication from databases not yet supported in ClickPipes via Debezium | • At-least-once semantics<br/>• Limited horizontal scaling for consumers. Cannot be scaled independently from the CH server<br/>• Limited error handling and debugging options<br/>• Requires Kafka expertise |
+| **Kafka table engine** | [CH Cloud]<br/>[CH BYOC]<br/>[CH OSS] | • Supports pushing data to Kafka<br/>• Allows real-time replication from databases not yet supported in ClickPipes via Debezium | • At-least-once semantics<br/>• Limited horizontal scaling for consumers. Cannot be scaled independently from the CH server<br/>• Limited error handling and debugging options<br/>• Requires Kafka expertise |
 
 ### Other options {#other-options}