This article explores the latest advancements in data architecture, focusing on frameworks and newer paradigms such as LakeDB and zero ETL architectures.
April 15, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS
CORE
Telemetry in Kubernetes provides data-driven insights into cluster health and performance, ensuring scalability, and reliability through metrics, logs, and traces.
Learn how to implement chaos engineering using Chaos Toolkit and Chaos Monkey for Java (Spring Boot), Node.js, Kubernetes, and Istio to enhance system resilience.
In this article, learn how to build a simple Java application using Spring AI and Amazon Bedrock to generate and compare text embeddings with Cohere’s Embed Multilingual v3 model.
Learn how to include payloads directly within an Ansible EDA rulebook, as well as how to read payloads from an external file to use that data in rule conditions.
This tutorial covers building a bilingual Spring Boot application for a digital library, detailing setup, database integration, and advanced features like caching and error management.
This tutorial demonstrates setting up OpenTelemetry with Spring Boot for observability, including metrics, traces, and logs, using tools like Grafana, Loki, and Tempo.
See how to use Event-Driven Ansible to monitor folders and trigger automated workflows based on file system changes — enhancing security, efficiency, and IT agility.
Explore how IIoT middleware and data streaming tools like Kafka and Flink bridge OT and IT, enabling real-time integration and smarter industrial operations.
Realizing that not all use Gradle, I thought I would demonstrate how quickly a RESTful API can be created by leveraging ChatGPT, Spring Boot, Maven, and Heroku.
When I migrated from Rails to Spring Boot, I lacked content to guide me without having to go through all of the basics of a web framework. So, I wrote this tutorial.
Prepare your Kubernetes cluster for production with high availability, private networking, robust security, monitoring, auto-scaling, backups, and fault tolerance.
Learn how to create an AI assistant with LangChain4j in a Spring Boot application, which personalizes the application itself and has access to its actuators.
Switch to event-driven architecture for resilient microservices, which includes event sourcing, CQRS, decoupling services, and robust failure handling.
GenAI-Logic is a prompt-driven approach to describing a model and logic using natural language. Create a time tracking system and post to production in less than 2 hours.