diff --git a/Cadence/README.md b/Cadence/README.md
index caa848a..2a10ead 100644
--- a/Cadence/README.md
+++ b/Cadence/README.md
@@ -6,13 +6,10 @@ The following folders contain samples related to Cadence on Instaclustr by NetAp
 
 Each sample has its own readme that describe the sample, any prerequisites, examples, and anything else relevant to the code.
 
-
 ## Additional Materials
+
 Each readme will also include a link to a blog post, YouTube video, or conference presentation to provide more context and additional information.
 
 ### About
 
-If you find an issue with the code sample, please feel free to create an issue and a team member will address it. 
-
-
-
+If you find an issue with the code sample, please feel free to create an issue and a team member will address it.
diff --git a/Kafka/README.md b/Kafka/README.md
index 7924758..c0ef2e4 100644
--- a/Kafka/README.md
+++ b/Kafka/README.md
@@ -1,46 +1,15 @@
-# blogs
-# Instaclustr Technical Blogs - Example Code and/or Configurations
+# Apache Kafka Code Samples
 
-A single Github repository for all new Instaclustr Technical Blogs Example Code and/or configurations
+The following folders contain samples related to Kafka on Instaclustr by NetApp
 
-https://www.instaclustr.com/category/technical/
+## Getting Started
 
-## Building a Real-Time Tide Data Processing Pipeline: Using Apache Kafka, Kafka Connect, Elasticsearch, and Kibana
-https://github.com/instaclustr/blogs/tree/main/data-processing-pipeline
+Each sample has its own readme that describe the sample, any prerequisites, examples, and anything else relevant to the code.
 
-Configuration examples from the blog series: https://www.instaclustr.com/data-processing-pipeline/
+## Additional Materials
 
-This series looks at how to build a real-time Tide Data Processing Pipeline using multiple Instaclustr Managed Services/clusters.
-Along the way we also add Apache Camel Kafka Connector, Prometheus and Grafana to the mix. There's no code (that's sort of the point with Kafka Connectors), but lots of examples of Kafka connector configurations, and Prometheus configuration as well.
+Each readme will also include a link to a blog post, YouTube video, or conference presentation to provide more context and additional information.
 
-## Apache ZooKeeper meets the Dining Philosophers
-https://github.com/instaclustr/blogs/tree/main/zookeeper-meets-Dining-Philosophers
+### About
 
-Demo code for the ZooKeeper Blog: https://www.instaclustr.com/blog/apache-zookeeper-meets-the-dining-philosophers/
-
-## Spinning Apache Kafka Microservices with Cadence Workflows
-https://github.com/instaclustr/blogs/tree/main/CadenceKafka
-
-Demo code for the Cadence + Kafka integration blog.
-
-## Spinning Your Drones with Cadence and Apache Kafka
-https://github.com/instaclustr/blogs/tree/main/CadenceKafkaDroneDeliveryDemo
-
-Drone Delivery Demo Application for Blog series, uses Cadence and Kafka.
-
-Part 1 Spinning Your Workflows With Cadence! - https://www.instaclustr.com/blog/spinning-your-workflows-with-cadence/ 
-
-Part 2: Spinning Apache Kafka® Microservices With Cadence Workflows - https://www.instaclustr.com/blog/spinning-apache-kafka-microservices-with-cadence-workflows/
-
-Part 3:Spinning Your Drones with Cadence – Introduction - https://www.instaclustr.com/blog/spinning-your-drones-with-cadence-introduction/
-
-Part 4: Spinning Your Drones With Cadence and Apache Kafka® – Architecture, Order and Delivery Workflows - https://www.instaclustr.com/blog/spinning-your-drones-with-cadence-and-apache-kafka-architecture-order-and-delivery-workflows/
-
-Part 5: Spinning Your Drones With Cadence and Apache Kafka – Integration Patterns and New Cadence Features - https://www.instaclustr.com/blog/spinning-your-drones-with-cadence-and-apache-kafka-integration-patterns-and-new-cadence-features/
-
-Part 6: Spinning Your Drones With Cadence and Apache Kafka®: How Many Drones Can We Fly? - https://www.instaclustr.com/blog/spinning-your-drones-with-cadence-and-apache-kafka-how-many-drones-can-we-fly/
-
-## Machine Learning over Streaming Kafka Data
-https://github.com/instaclustr/blogs/tree/main/KafkaML 
-
-A new series exploring incremental Machine Learning (ML) over streaming Kafka Data. The data is spatiotemporal data produced by the Drone Delivery Application.
+If you find an issue with the code sample, please feel free to create an issue and a [MAINTAINER]( https://github.com/instaclustr/code-samples/blob/main/Maintainer.md) will address it.