oracle-devrel · AlexanderHodicke · Jun 10, 2026 · Jun 10, 2026
diff --git a/data-platform/open-source-data-platforms/mysql-heatwave/README.md b/data-platform/open-source-data-platforms/mysql-heatwave/README.md
@@ -0,0 +1,39 @@
+# MySQL HeatWave
+
+Reviewed: 10.06.2026
+
+MySQL HeatWave is Oracle’s cloud database service that combines MySQL transactions, real-time analytics, machine learning, and vector search in one MySQL-compatible platform. It lets teams run operational and analytical workloads without moving data into separate systems, reducing complexity and latency. 
+
+# Table of Contents
+
+1. [Team Publications](#team-publications) 
+2. [Useful Links](#useful-links)
+3. [Reusable Assets](#reusable-assets)
+
+# Team Publications
+- [Cloud-native analytics using Open-source tools with MySQL HeatWave](https://livelabs.oracle.com/ords/r/dbpm/livelabs/run-workshop?p210_wid=3234&p210_wec=&clear=210&session=118326321955831)
+- [Building an AI Vision Search Engine with MySQL HeatWave GenAI](https://dasini.net/blog/2026/05/14/building-an-ai-vision-search-engine-with-mysql-heatwave-genai/)
+- [Querying the Unstructured: Natural Language to SQL for JSON Data](https://dasini.net/blog/2025/10/14/querying-the-unstructured-natural-language-to-sql-for-json-data/)
+- [Let Your AI DBA Assistant Write Your MySQL Queries](https://dasini.net/blog/2025/10/07/let-your-ai-dba-assistant-write-your-mysql-queries/)
+- [Lightning-Fast Archiving in MySQL HeatWave Using Table Partition Exchange](https://blogs.oracle.com/mysql/%f0%9f%9a%80-lightning-fast-archiving-in-mysql-heatwave-using-table-partition-exchange)
+- [How to do HeatWave Audit Archive and dump to Object Storage](https://blogs.oracle.com/mysql/heatwave-audit-archive-and-dump-to-object-storage)
+
+# Useful Links
+- [MySQL Product Management Public](https://oracle.sharepoint.com/sites/oracleheatwave/HeatWave%20Collateral/Forms/AllItems.aspx)
+- [The Oracle MySQL Blog](https://blogs.oracle.com/mysql/)
+- [MySQL Community](https://github.com/mysql/mysql-community)
+
+# Reusable Assets
+- [Getting Started with MySQL Database Service, HeatWave and Oracle Anaytics Cloud](https://www.youtube.com/watch?v=eBiNyAtZGYQ)
+- [MySQL HeatWave: DB System Essentials](https://mylearn.oracle.com/ou/learning-path/become-a-heatwave-mysql-implementation-associate/146114)
+- [MySQL HeatWave: Administration and Implementation](https://learn.oracle.com/ols/learning-path/mysql-heatwave-administration-and-implementation/133684/133660)
+- [MySQL HeatWave: Administration and Implementation](https://learn.oracle.com/ols/learning-path/mysql-heatwave-administration-and-implementation/133684/133660)
+- [Deploy and configure MySQL Database Service powered by HeatWave and Oracle Analytics Cloud](https://livelabs.oracle.com/ords/r/dbpm/livelabs/view-workshop?clear=RR,180&wid=870&session=111309056354428)
+
+# License
+
+Copyright (c) 2026 Oracle and/or its affiliates.
+
+Licensed under the Universal Permissive License (UPL), Version 1.0.
+
+See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.
diff --git a/data-platform/open-source-data-platforms/oci-big-data-service/README.md b/data-platform/open-source-data-platforms/oci-big-data-service/README.md
@@ -3,7 +3,7 @@ Oracle Big Data Service is a fully managed, automated cloud service that provide
 Easily create secure and scalable Hadoop-based data lakes that can quickly process large amounts of data.
 BDS is based on Oracle [Hadoop Distribution](https://docs.oracle.com/en-us/iaas/Content/bigdata/overview.htm#overview-odh).
 
-Reviewed: 11.11.2025
+Reviewed: 10.06.2026
 
 # Table of Contents
 

diff --git a/data-platform/open-source-data-platforms/oci-cache/README.md b/data-platform/open-source-data-platforms/oci-cache/README.md
@@ -2,7 +2,7 @@
 OCI Cache with Redis is a comprehensive, managed in-memory caching solution built on the foundation of open source Redis. 
 This fully managed service accelerates data reads and writes, significantly enhancing application response times and database performance to provide an improved customer experience.
 
-Reviewed: 11.11.2025
+Reviewed: 10.06.2026
 
 # Table of Contents
 
@@ -12,22 +12,34 @@ Reviewed: 11.11.2025
 
 # Team Publications
 
-- [Leverage OCI-managed Redis and PostgreSQL for your e-commerce application](https://docs.oracle.com/en/solutions/oci-redis-postgresql/index.html#GUID-DD63C617-DEEE-4357-B203-A3CFDF1B34EC)
-- [Enable a Low Code Modular LLM App Engine using Oracle Integration and OCI Generative AI](https://docs.oracle.com/en/solutions/oci-generative-ai-integration/index.html#GUID-0C310162-34D9-4EB2-978D-FBAFB931E637)
+## Github
+- [Connect OCI Cache through Network Load Balancer](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-cache/connect-via-nlb)
+- [Vector Search with OCI Cache (Valkey 8.1) and OCI Data Science Notebook](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-cache/vector-search)
+
+
+## Architecture Center & Oracle Learn
+- [Modernize your application development with OCI-managed PostgreSQL, Redis, and OpenSearch](https://docs.oracle.com/en/solutions/modernize-app-dev-oci-postgresql-redis-opensearch/#GUID-DA0594DA-D549-481E-9CBD-46735766CA82)
+- [Connect to Oracle Cloud Infrastructure Cache with Redis using Redis Insight](https://docs.oracle.com/en/learn/oci-cache-redis/#introduction)
+
+
+## Blogs
 - [Upgrade OCI Cache with Redis to Valkey](https://medium.com/@devpiotrekk/upgrade-oci-cache-with-redis-to-valkey-d3c01deb8733)
 - [Serverless Deployment of Valkey Admin with OCI Container Instances](https://medium.com/@devpiotrekk/serverless-deployment-of-valkey-admin-with-oci-container-instances-dd1cb3debab2)
 
 
-# Useful Links
+## LiveLabs
+- [LiveLabs: Accelerating IoT applications with OCI Cache and OCI PostgreSQL](https://livelabs.oracle.com/ords/r/dbpm/livelabs/run-workshop?p210_wid=4383&p210_wec=&session=119324071827764)
+
 
+# Useful Links
 - [OCI Cache with Redis Documentation](https://docs.oracle.com/en-us/iaas/Content/redis/home.htm)
 - [OCI Cache with Redis FAQ](https://www.oracle.com/uk/cloud/redis/faq/)
 - [OCI Cache with Redis Introduction](https://blogs.oracle.com/cloud-infrastructure/post/oci-cache-redis)
 
 # Reusable Assets
+- [Leverage OCI-managed Redis and PostgreSQL for your e-commerce application](https://docs.oracle.com/en/solutions/oci-redis-postgresql/index.html#GUID-DD63C617-DEEE-4357-B203-A3CFDF1B34EC)
+- [Enable a Low Code Modular LLM App Engine using Oracle Integration and OCI Generative AI](https://docs.oracle.com/en/solutions/oci-generative-ai-integration/index.html#GUID-0C310162-34D9-4EB2-978D-FBAFB931E637)
 
-- [Connect OCI Cache through Network Load Balancer](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-cache/connect-via-nlb)
-- [Vector Search with OCI Cache (Valkey 8.1) and OCI Data Science Notebook](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-cache/vector-search)
 
 # License
 

diff --git a/data-platform/open-source-data-platforms/oci-data-flow/README.md b/data-platform/open-source-data-platforms/oci-data-flow/README.md
@@ -1,7 +1,7 @@
 # OCI Data Flow
 Oracle Cloud Infrastructure (OCI) Data Flow is a fully managed Apache Spark service that performs processing tasks on extremely large datasets—without infrastructure to deploy or manage. Developers can also use Spark Streaming to perform cloud ETL on their continuously produced streaming data. This enables rapid application delivery because developers can focus on app development, not infrastructure management
 
-Reviewed: 11.11.2025
+Reviewed: 10.06.2026
 
 # Table of Contents
 
@@ -11,40 +11,27 @@ Reviewed: 11.11.2025
 
 # Team Publications
 
-- [Data Science Data Flow Notebook Samples](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/main/notebook_examples)
-- [Machine Learning with OCI Data Flow](https://www.youtube.com/watch?v=A6uVbK7wQb4)  
-- [Extracting data from Salesforce in near real-time using OCI Data Flow — Part 1](https://medium.com/@eloi-lopes29/extracting-data-from-salesforce-in-near-real-time-using-oci-data-flow-part-1-f096886b9fcd)
-- [OCI Audit Logs to Object Storage with Data Flow](https://blogs.oracle.com/cloud-infrastructure/post/behind-the-scenes-shrinking-log-analysis)
-- [Predict energy consumption with OCI Data Flow and Spark MLlib](https://medium.com/data-engineer-things/predict-energy-consumption-with-oci-data-flow-and-spark-mllib-74626c4db56a)
+- [Build and deploy OCI DataFlow application using OCI Data Science - Example](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/build-and-deploy-app-from-oci-ds)
+- [Load data from OCI Data Flow into Autonomous Database](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/load-data-to-adw)
+- [Connect to Salesforce using OCI Data Flow](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-salesforce)
+- [Run OCI Data Flow from OCI Functions](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/run-from-functions)
+- [Connect to AWS SR](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-AWS-S3)
+- [Connect to PostgreSQL](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-postgresql)
+- [Connect to Snowflake](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-Snowflake)
 - [Apache Spark with OCI Data Flow and Oracle Autonomous Database](https://medium.com/@sylwekdec/apache-spark-with-oci-data-flow-and-oracle-autonomous-database-bd96055445ee)
+- [Extracting data from Salesforce in near real-time using OCI Data Flow — Part 1](https://medium.com/@eloi-lopes29/extracting-data-from-salesforce-in-near-real-time-using-oci-data-flow-part-1-f096886b9fcd)
 
 # Useful Links
-
 - [OCI Data Flow - Apache SPARK Service](https://www.oracle.com/big-data/data-flow/)
 - [Code Samples](https://github.com/oracle-samples/oracle-dataflow-samples)
 
 # Reusable Assets
+- [Data Science Data Flow Notebook Samples](https://github.com/oracle-samples/oci-data-science-ai-samples/tree/main/notebook_examples)
+- [Machine Learning with OCI Data Flow](https://www.youtube.com/watch?v=A6uVbK7wQb4)  
+- [OCI Audit Logs to Object Storage with Data Flow](https://blogs.oracle.com/cloud-infrastructure/post/behind-the-scenes-shrinking-log-analysis)
+- [Predict energy consumption with OCI Data Flow and Spark MLlib](https://medium.com/data-engineer-things/predict-energy-consumption-with-oci-data-flow-and-spark-mllib-74626c4db56a)
 
-- [Build and deploy OCI DataFlow application using OCI Data Science - Example](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/build-and-deploy-app-from-oci-ds)
-When using OCI Data Science to build and deploy an OCI Data Flow application. Using the notebook sessions, you can either directly interact with an OCI Data Flow cluster in-line and test your Spark code, and afterwards easily deploy and run the OCI Data Flow application.
-
-- [Load data from OCI Data Flow into Autonomous Database](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/load-data-to-adw)
-When you are planning to use an Autonomous Database as a source and/or Autonomous Database as a target when running an OCI Data Flow application.
-
-- [Connect to Salesforce using OCI Data Flow](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-salesforce)
-When you are looking to use Salesforce data in your OCI Data Flow application, you can use the script to establish the connection and query relevant Salesforce data.
-
-- [Run OCI Data Flow from OCI Functions](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/run-from-functions)
-When in your overall flow OCI Functions are used (e.g., based on an event) to start an OCI Data Flow job run.
-
-- [Connect to AWS SR](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-AWS-S3)
-When you are using AWS S3 to store files and these files need to be processed in your OCI Data Flow application, you can use this file and extract the code snippet to establish the connection.
-
-- [Connect to PostgreSQL](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-postgresql)
-When you are using PostgreSQL database to store and retrieve data and you need to establish a connection between OCI Data Flow and you PostgreSQL instance.
 
-- [Connect to Snowflake](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-data-flow/code-examples/connect-to-Snowflake)
-When you are using Snowflake as your database and you need to establish a connection between OCI Data Flow and your Snowflake instance.
 
 
 # License

diff --git a/data-platform/open-source-data-platforms/oci-no-sql/README.md b/data-platform/open-source-data-platforms/oci-no-sql/README.md
@@ -1,7 +1,7 @@
 # OCI NoSQL
 Oracle NoSQL Database Cloud Service makes it easy for developers to build applications using document, fixed schema, and key-value database models, delivering predictable single-digit millisecond response times with data replication for high availability. The service offers active-active regional replication, ACID transactions, serverless scaling, comprehensive security, and low pay-per-use pricing for both on-demand and provisioned capacity modes, including 100% compatibility with on-premises Oracle NoSQL Database.
 
-Reviewed: 11.11.2025
+Reviewed: 10.06.2026
 
 # Table of Contents
 

diff --git a/data-platform/open-source-data-platforms/oci-opensearch/readme.md b/data-platform/open-source-data-platforms/oci-opensearch/readme.md
@@ -3,7 +3,7 @@ OCI Search with OpenSearch is a managed service that you can use to build in-app
 
 Search with OpenSearch handles all the management and operations of search clusters, including operations such as security updates, upgrades, resizing, and scheduled backups. This allows you to focus your resources on building features for your OpenSearch solutions.
 
-Reviewed: 11.11.2025
+Reviewed: 10.06.2026
 
 # Table of Contents
 
@@ -13,29 +13,39 @@ Reviewed: 11.11.2025
 
 # Team Publications
 
-- [Step-by-step migration guide](https://docs.oracle.com/en-us/iaas/Content/search-opensearch/Concepts/importingacluster.htm)
-- [LiveLabs: Search Documents stored in Object Storage using OpenSearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/f?p=133:180:239256605646::::wid:3762)
+### Github
+- [Create a full RAG pipeline using OCI OpenSearch and the GenAI service](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-opensearch/code-examples/rag-oci-opensearch-genai-service)
+- [Create a NGINX server to access the OCI OpenSearch Dashboards](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-opensearch/code-examples/nginx-server)
+- [Run Anomaly Detection in OCI OpenSearch and receive an alert using Oracle Notification Service](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-opensearch/code-examples/anomaly-detection-onsh)
+- [Exporting Kubernetes Logs to OCI OpenSearch Using Fluent-Bit](https://github.com/andreumdorokhinum/oci_k8s_logs_to_opensearch)
 - [Retrieval Augmented Generation with OCI OpenSearch and GenAI service](https://github.com/bobpeulen/oci_opensearch/blob/main/oci_opensearch_rag_auto.ipynb)
-A notebook describing and performing all steps to create and store a custom embedding model in the OCI OpenSearch cluster and create a full RAG pipeline (OCI OpenSearch as Vector database and in-memory engine and the GenAI service (cohere) as LLM)
-- [LiveLabs: Search and visualize data with OCI Search Service with OpenSearch](https://apexapps.oracle.com/pls/apex/f?p=133:180:6071760449919::::wid:3427)
+- [Ingest OCI PostgreSQL logs into OCI OpenSearch for database monitoring](https://github.com/bobpeulen/oci_opensearch/tree/main/postgresql_logs)
+
+### Blogs
 - [How to Interact with OpenSearch?](https://www.linkedin.com/pulse/how-interact-opensearch-isma%C3%ABl-hassane-j7z9f/?trackingId=TbuchZqCSDa9X65sWhx8xw%3D%3D)
 - [Architecting with OpenSearch](https://www.linkedin.com/pulse/architecting-opensearch-isma%C3%ABl-hassane-gz1jf/?trackingId=xw1G1Yq9SMutkogC3FIJmg%3D%3D)
+
+### Video
 - [Developer Coaching - Building Real-Time Streams with OCI Streaming with Apache Kafka](https://www.youtube.com/watch?v=AUiuGH05MPE)
+- [Building Real-Time Streams with OCI Streaming with Apache Kafka](https://www.youtube.com/watch?v=AUiuGH05MPE)
+- [Cross-Reference Code Mapping System With Opensearch](https://www.youtube.com/watch?app=desktop&v=RyM7k54U9ts)
+- [Learn Why OCI is the best platform for Application Modernization on demand](https://videohub.oracle.com/media/Learn+Why+OCI+is+the+best+platform+for+Application+Modernization+on+demand/1_x4oie4tn?elq_mid=264562&sh=%2038&cmid=CORP241213P00019C00002)
 
-# Useful Links
+### Architecture Center
+- [Modernize your application development with OCI-managed PostgreSQL, Redis, and OpenSearch](https://docs.oracle.com/en/solutions/modernize-app-dev-oci-postgresql-redis-opensearch/#GUID-DA0594DA-D549-481E-9CBD-46735766CA82)
 
+
+# Useful Links
+- [OCI Search with OpenSearch - Documentation](https://docs.oracle.com/en-us/iaas/Content/search-opensearch/home.htm)
 - [Search and visualize data using OCI Search Service with OpenSearch](https://docs.oracle.com/en/learn/oci-opensearch/index.html)
 - [Use OCI Search Service with OpenSearch to build in-application search - architecture pattern](https://docs.oracle.com/en/solutions/oci-opensearch-application-search/#GUID-AEAA600E-BBCC-4102-8E23-ABEC941FE84C)
 
 
 # Reusable Assets
+- [Step-by-step migration guide](https://docs.oracle.com/en-us/iaas/Content/search-opensearch/Concepts/importingacluster.htm)
+- [LiveLabs: Search Documents stored in Object Storage using OpenSearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/f?p=133:180:239256605646::::wid:3762)
+- [LiveLabs: Search and visualize data with OCI Search Service with OpenSearch](https://apexapps.oracle.com/pls/apex/f?p=133:180:6071760449919::::wid:3427)
 
-- [Create a full RAG pipeline using OCI OpenSearch and the GenAI service](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-opensearch/code-examples/rag-oci-opensearch-genai-service)
-When you are looking to use build a full RAG pipeline using OCI OpenSearch (as a vector database and as an in-memory engine) and the GenAI service, using the OCI Data Science service. Largely, the steps are documented and automated to help you create the pipeline. The notebook includes a small interactive chatbot you can use to interact within a conversation.
-- [Create a NGINX server to access the OCI OpenSearch Dashboards](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-opensearch/code-examples/nginx-server)
-When many people need access to the OCI OpenSearch dashboards and you want them to use one single point of entry, being the public URL. You can use these steps to install an NGINX server on a compute, providing you access to the OCI OpenSearch dashboard with full control over your security.
-- [Run Anomaly Detection in OCI OpenSearch and receive an alert using Oracle Notification Service](https://github.com/oracle-devrel/technology-engineering/tree/main/data-platform/open-source-data-platforms/oci-opensearch/code-examples/anomaly-detection-onsh)
-- [Exporting Kubernetes Logs to OCI OpenSearch Using Fluent-Bit](https://github.com/andreumdorokhinum/oci_k8s_logs_to_opensearch)
 
 
 # License