Universal Framework for AI-Driven Development: Scaling Agent Harness Beyond any Stack

This strategy shifts the focus from specific syntax to a universal architecture that makes AI agents reliable partners in any development environment. By prioritizing machine-checkable safety nets and clean boundaries, developers can transform AI from a speculative tool into a predictable, load-bearing component of the software lifecycle.