GuiMiran

Spectra is the agentic specification framework. Domain-first specs that AI can consume directly. It is the knowledge infrastructure an agent needs to operate alone in a complex domain — before any code is written. S·P·E·C·T·R·A: Source · Product · Exhaustive · Contractual · Truth · Reconstructable · Agentic

The GUIDO Scale is a unified maturity and migration effort framework that measures both organizational readiness and the effort required to migrate toward Specification-Driven Development (SDD) in AI-agentic software engineering environments. It fills the gap that CMMI and other models leave: they measure process maturity but not the effort of transforming toward AI-native engineering.