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Harnessing Transformer Models with Spring AI: A Developer’s Guide to Enterprise AI Architecture Spec-Driven AI Architecture: Designing Applications with APP_SPEC.md, DESIGN.md, AGENTS.md, and ADRs Java Tips Part 2 Standard Mechanisms for Installing and Managing Agent Skills ListUtils.iterate()
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Java Tips

Java Tips Part 2

August 18, 2026 Jeffery Miller
Java Tips

Java Tips Part 1

July 28, 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
Java Tips

Java Tips Part 2

August 18, 2026 Jeffery Miller
AI Spring AI

Standard Mechanisms for Installing and Managing Agent Skills

August 18, 2026 Jeffery Miller
Lists

ListUtils.iterate()

August 17, 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
AI Spring AI

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

August 20, 2026 Jeffery Miller

Introduction Since the groundbreaking 2017 paper “Attention Is All You Need” introduced the Transformer architecture, deep learning and natural language processing (NLP) have experienced a monumental shift. From Large Language…

AI Spring AI

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

August 19, 2026 Jeffery Miller

In the era of AI-assisted software engineering, traditional high-level architecture diagrams and scattered wiki pages are no longer sufficient. When human developers and AI coding agents (such as Claude Code,…

Java Tips

Java Tips Part 2

August 18, 2026 Jeffery Miller

Continuing my Java Tips from experience that I have learned from code reviews to different programming tasks. Tip 6: Don’t call .toString() on slf4j logging calls. So if you’re following…

AI Spring AI

Standard Mechanisms for Installing and Managing Agent Skills

August 18, 2026 Jeffery Miller

As the Agent Skills specification (SKILL.md) matures, managing skill lifecycles—discovering, installing, updating, and sandboxing skills—has settled into several standard mechanisms. Because skills are fundamentally directory-based packages (containing SKILL.md, scripts, and…

Lists

ListUtils.iterate()

August 17, 2026 Jeffery Miller

Ever have one of those objects that want to give you an iterator and don’t have a method for getting it as a list? Well created another new method for…

AI Spring AI

Extending Spring AI with Agent Skills: Executing Python Scripts via SKILL.md

August 17, 2026 Jeffery Miller

As AI agents evolve from simple chat interfaces to autonomous problem-solving systems, managing prompt bloat and custom tool integrations becomes a critical architectural challenge. If you embed every instruction, workflow,…

JAVA

Protecting Personal Information when needed!

July 29, 2026 Jeffery Miller

In today’s times, the software is always handling personal information. As developers, we have to fight the battle between logging and seeing that information when we need to, and hiding…

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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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Top Posts & Pages
  • Integrating Drools with a Spring Boot Microservice
  • Spec-Driven AI Architecture: Designing Applications with APP_SPEC.md, DESIGN.md, AGENTS.md, and ADRs
  • Mastering Retrieval-Augmented Generation (RAG) with Spring AI
  • Harnessing Transformer Models with Spring AI: A Developer's Guide to Enterprise AI Architecture
  • Master the Art of Conditional Beans in Spring with Annotation
  • Streamlining Command-Line Applications with Spring Shell
  • Choosing the Right Circuit Breaker: A Comparison of Implementations
  • Speedy Testing with H3: Your In-Memory Powerhouse for Spring Boot Unit Tests
  • Making Injected Parameters Optional in Spring Boot
  • Enterprise AI at Scale: Why Spring AI and Java are Built for the Long Run

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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
Java Tips

Java Tips Part 2

August 18, 2026 Jeffery Miller
AI Spring AI

Standard Mechanisms for Installing and Managing Agent Skills

August 18, 2026 Jeffery Miller
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GhostProgrammer - Jeff Miller

Team to Create Outside the Box

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