How to build a cloud software factory - add spec-driven development skills

Spec-driven development can be added to an automated cloud software factory to handle complex or ambiguous issues that cannot be solved in a single step. A Triage AI agent first assesses an issue's complexity and, if necessary, applies a "ready-to-spec" label. This triggers a new Spec agent which generates both product (PRODUCT.md) and technical (TECH.md) specification documents. These specs define the product behavior and technical architecture, providing a clear plan for implementation. After human review and refinement, the specs are used by an implementation agent to build the feature, integrating AI deeper into the software development lifecycle.