Articles
AI-assisted development, examined in practice
Practical comparisons and engineering notes on coding agents, specifications, rules, tests, and quality gates.
GitHub Spec Kit vs an Application Skeleton: Workflow, Architecture, and Enforcement
How GitHub Spec Kit differs from an Application Skeleton: specification workflow, pre-decided architecture, tests, hooks, quality gates, and selection criteria.
Spec-Driven Development vs Vibe Coding: What Changes After the Prototype
A practical comparison of spec-driven development and vibe coding: exploration speed, durable intent, tests, review, and the transition from prototype to product.
AGENTS.md vs CLAUDE.md vs Cursor Rules: Which Instruction File Should You Use?
A practical comparison of AGENTS.md, CLAUDE.md, and Cursor Rules: who reads each format, how scope works, and how to keep one source of truth.
