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Java Tips

Java Tips Part 5

August 19, 2026 Jeffery Miller
Java Tips

Java Tips Part 4

August 19, 2026 Jeffery Miller
AI Spring AI

Harnessing Transformer Models with Spring AI: A Developer’s Guide to Enterprise AI Architecture

August 20, 2026 Jeffery Miller
Springboot

Spring Boot Caching

August 19, 2026 Jeffery Miller
Java Tips

Java Tips Part 5

August 19, 2026 Jeffery Miller
Java Tips

Java Tips Part 4

August 19, 2026 Jeffery Miller
Java Extras

Caching Objects

August 19, 2026 Jeffery Miller
AI Spring AI

Harnessing Transformer Models with Spring AI: A Developer’s Guide to Enterprise AI Architecture

August 20, 2026 Jeffery Miller
AI Spring AI

Spec-Driven AI Architecture: Designing Applications with APP_SPEC.md, DESIGN.md, AGENTS.md, and ADRs

August 19, 2026 Jeffery Miller
Spring Databases

Speedy Testing with H3: Your In-Memory Powerhouse for Spring Boot Unit Tests

December 24, 2025 Jeffery Miller

Unit testing is the bedrock of robust software. When it comes to testing your Spring Boot applications that interact with a database, spinning up a full-fledged database instance for every…

JAVA

Synchronous to Asynchronous

December 24, 2025 Jeffery Miller

Converting a synchronous method to an asynchronous one in Java involves modifying the code to allow other tasks to execute while it is waiting for input/output operations to complete. Here’s…

Java New Features

Vector API for computations

December 24, 2025 Jeffery Miller

Java 16 introduced a new feature called the Vector API, which provides a set of low-level vector operations for performing mathematical calculations on large sets of data. The Vector API…

Springboot

Spring Profiles and YAML

December 24, 2025 Jeffery Miller

Configuration management is a critical aspect of building robust applications. Spring Boot simplifies configuration handling by supporting various file formats, including YAML. YAML (YAML Ain’t Markup Language) offers a human-readable…

Spring Rest

Ensuring API Navigation: Integration Testing HATEOAS with Spring

December 24, 2025 Jeffery Miller

Building RESTful APIs with HATEOAS (Hypermedia as the Engine of Application State) offers significant advantages in terms of discoverability and evolvability. However, verifying that your API correctly generates and serves…

Springboot

Spring Boot Actuator: Crafting Custom Endpoints for Tailored Insights

December 24, 2025 Jeffery Miller

Spring Boot Actuator provides a robust set of built-in endpoints for monitoring and managing your applications. However, there are scenarios where you might need to expose application-specific information or metrics…

Spring Rest

Testing the Waters: Writing Effective Unit Tests for Spring Data REST APIs

December 24, 2025 Jeffery Miller

Spring Data REST is a powerful tool for rapidly exposing your JPA entities as RESTful APIs with minimal code. However, the “minimal code” aspect doesn’t absolve you from the crucial…

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Jeff Miller

Jeff Miller

"Work Smarter, Not Harder!" has been my guiding principle throughout my career. Applying this idea whether stepping in to lead a team, design a new product, mentoring developers, or organizing multiple teams to bring a solution to a customer has lead to many great successes.

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Team to Create Outside the Box

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