Maps and Entities and JPA, OH MY!

Ryan McCullough Articles, Development Technologies & Tools, Programming Leave a Comment

A client I’m working with has an email templating system that needs an upgrade! The current design utilizes a denormalized table that needed to grow a column every time a new unique token is needed. After a review of the offerings through JPA, I was happy to see that JPA had some support for java.util.Map through joins through a variety of the @MapKey annotation.

In this post, I’ll demonstrate the less frequently used methodology of applying and populating a Map of entities using a single table and a composite key.

Spring/JPA Java SQL Scalar Function Utility for Layered Applications

David Pitt Articles, Java, Spring Leave a Comment

Attention: This article was published over 14 years ago, and the information provided may be aged or outdated. While some topics are evergreen, technology moves fast, so please keep that in mind as you read the post.Most Java applications interact with a relational data source through a POJO object model that is mapped with an object relational (OR) mapping framework.  …

Manufacturing Process Automation & Workflow Modernization client domain

Manufacturing Process Automation & Application Modernization

Lauren Fournier Bogner Application Enhancement, Java, JavaScript, Manufacturing, Industrial & Supply Chain, React, Spring Boot Leave a Comment

Keyhole Software partnered with a national manufacturing organization to modernize and automate core production and order-management workflows. What began as a targeted automation initiative has, due to measurable results and delivery quality, been extended multiple times over 2.5 years and is still ongoing. The effort replaces manual, spreadsheet-driven processes with modern applications that improve efficiency, reduce errors, and provide near …

How to Implement a Clean Service Layer in Flutter (With API Examples)

Jimmy Patterson API Development, Articles, Development Technologies & Tools, Flutter, Mobile Leave a Comment

This blog walks through building a clean, modular service layer in Flutter to keep mobile apps scalable, maintainable, and resilient to change. Using real examples with third-party APIs, it demonstrates how to abstract logic, structure code for API calls, and easily swap data sources without major rewrites. You’ll also learn strategies like creating request/response classes and centralizing error handling to reduce redundancy and improve code quality.

Spring Boot Performance Tips: How We Optimize Enterprise Apps

Kent Lautenschlager Industry Relevance, Java, Videos Leave a Comment

Streamlined frameworks like Spring Boot make it easier to build enterprise Java applications, but getting them to perform well under real-world loads takes more than just plugging things in. At Keyhole Software, we’ve seen how even small performance hiccups can slow down big applications. That’s why we’re sharing these practical Spring Boot performance tips to help your app run faster …