Java Tips Part 3
Continuing my Java Tips from experience that I have learned from code reviews to different programming tasks. Tip 11: Use Hibernate Statistics Now, this is only for your development profiles/environments,…
Shell Script Command Line Arguments
Obviously you do not want to add your Username/Password to scripts so how can you enter those and make use of execute_cmd and sftp_file without them? Simple provide them as…
Spec-Driven AI Architecture: Designing Applications with APP_SPEC.md, DESIGN.md, AGENTS.md, and ADRs
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 Part 2
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…
Standard Mechanisms for Installing and Managing Agent Skills
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…
ListUtils.iterate()
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…
Extending Spring AI with Agent Skills: Executing Python Scripts via SKILL.md
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,…