What CI/CD prerequisites do we need for AI-assisted engineering?

“Your pipeline needs to be fast enough not to break the feedback loop — ideally under 5 minutes for a full build. You also need automated security scans, test coverage gates, and reproducible builds. We assess this in our Readiness Audit and provide concrete recommendations for your stack.”