AI Orchestration
Using Claude, Gemini, and OpenAI as a coordinated multi-agent system — not as assistants, but as the development engine behind real product delivery.
AI Orchestration Engineer
Building real products by orchestrating AI.
I direct AI agents to plan, design, and deliver production web applications — with structured methodology, constant quality control, and zero hallucinations. Reficera is live at reficera.com. That's the proof.
Live Product
Reficera → reficera.com
Development Approach
AI-Orchestrated Engineering
Methodology
Plan · Specify · Architect · Execute
Case Study
Reficera: A Production Personal Finance App — Live with Real Users
A full personal finance application designed, built, and shipped through AI orchestration. Andy directed the agents — they produced the code. Reficera is live at reficera.com and in active use today.
MVP
Live since Mar 2026
3
Early users
US
Based users
- ✓ Monthly & annual dashboards
- ✓ Budget setup with custom subcategories
- ✓ Full transaction history
- ✓ Auth, i18n & profile management
Next.js React TypeScript PostgreSQL Docker
Explore Full Case Study →
Engineering Focus
Bridging the gap between AI capability and production-grade software delivery.
Stack Selection Per Project
No fixed toolbox. For each project, Andy runs a structured evaluation to select the optimal stack based on the project's requirements — prioritizing security, quality, and performance.
Security, Quality & Performance
Throughout every project: preventing AI hallucinations, enforcing code quality standards, evaluating security risks, and ensuring what ships is production-grade — not just functional.
A structured methodology for every project
Planning Specification Architecture Validation AI Execution Quality Control
Ready to build something real with AI orchestration?
Reficera is live at reficera.com — a full personal finance app built entirely through AI orchestration, now in active use. If you need production web development or want to explore what this methodology can do for your project, let's talk.