1.

System / Service Requirements(Functional + Non-Functional + Constraints)

2.

Requirement Refinement Agent(Conflict resolution, clarification, completeness)

3.

GenAI Service Design & Code Generator(SOA interfaces, APIs, data models)

4.

Predictability & Safety Guardrail Layer(Rules, coding guidelines, compliance checks)

6.

Auto Test Case & Mock Service Generation(Functional + interface coverage)

8.

Production-Ready Service Package(Coverage, predictable, performance)

(OTA-ready, scary, scalable, reusable)

grad masters