Exploring MongoT
MongoT is a wrapper around the amazing Java search engine: Lucene.
Mongo
Implementing Soft Deletes in Java
Usually, when deleting documents from a database, the entry is permanently gone and can not be recovered or accessed again. Sometimes data …
AI-Powered Code Review Assistant: Automated Code Analysis with Spring AI and MongoDB
In this article, you will build a code review assistant API. Developers submit code snippets through a REST endpoint. The system embeds the …
Building an AI-Powered Operations Assistant with Spring AI and MongoDB Atlas — Part 1: RAG Foundation
This is the first article in a three-part series. Part 2 covers short-term and long-term memory; Part 3 introduces stateful workflow …
When Should You Use a Cache With MongoDB?
From time to time, I'll run a design review for an application being migrated from a relational database onto MongoDB, where the customer …
Large-Scale ETL Pipeline Architecture
In this article, we will explore how to design a high-throughput ETL pipeline architecture using Java, focusing on concurrency models, error …
Building a Personalized Content Delivery System
Recommendation engines have a reputation for requiring specialized ML infrastructure: matrix factorization pipelines, training jobs, and …
Distributed Cache Invalidation Patterns
Caching is one of the most powerful tools developers have at their disposal for optimizing application performance. Caching systems can …
CQRS in Java: Separating Reads and Writes Cleanly
The Command Query Responsibility Segregation (CQRS) pattern is a design method that segregates data access into separate services for …
Building a Kotlin App with Spring Boot and MongoDB Search
In this tutorial, we will learn to build an application in Kotlin that utilizes full-text search in a database containing thousands of …