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Building with AI orchestration

Technical articles on methodology, architecture decisions, and lessons learned from building production software through AI orchestration.

AI Orchestration Engineering Methodology

AI Orchestration vs Casual Prompting: Why Structure Matters

The difference between asking AI for help and directing AI agents through structured methodology — and why that difference determines whether you ship production software or prototypes.

April 2, 2026 Read article

AI Orchestration Case Study Methodology

How Reficera Was Built: AI Orchestration from Spec to Production

A behind-the-scenes look at building a full personal finance app by orchestrating AI agents — from planning and specification through design, validation, and delivery.

April 2, 2026 Read article