Business intentAgree the outcome and the constraints first
Solution specWrite the behavior down and version it
Agentic buildGenerate against the spec, permissions attached
VerificationProve every change holds
Learning opsFeed what works back so the next build starts ahead
Architecture and solution design
Development and engineering
QA and cybersecurity
Operations and support