Now

Last updated: September 15, 2026

Right now I lead agentic development in my work: spec-driven workflows and custom-built agents across data-intensive Java Spring Boot applications and React frontends. AI-assisted development now handles most of what I used to do manually — requirements mapping, system design, test generation, boilerplate code.

What I find most compelling is working on problems that felt intractable when done by hand. Agentic approaches unlock new possibilities in requirements gathering, architecture decisions, and test design — the constraint has shifted from “can I build this?” to “what exactly should I build, and how do I validate it?”

What I'm applying it to:

• Spec-driven agentic development in enterprise systems
• Agentic approaches to project management and requirements mining
• Complex data models across MySQL, ArangoDB, PostgreSQL, and SQL Server
• Lean test automation through highly focused, agentic workflows

Outside of work, I'm also diving into homesteading — learning about food security, permaculture, and how to design a productive food-forest system. It's a great balance to the screen time.

I'm drawn to work that scales the impact of thoughtful design—where better systems architecture creates real value.