Deployment and CI/CD interaction.

Human-only

Agent can trigger some steps; results remain human-only; **or** the deploy target is configured only via vendor dashboards (SaaS project creation, DNS, domain binding, CDN / WAF / edge config), so that even a fully-agent-driven trigger still rides on out-of-band state

Agent ships to staging end-to-end *and* queries CI results and run history via MCP or equivalent. **The deploy target itself — cloud project, DNS, TLS, CDN / proxy, WAF, edge config — is declared in-repo as IaC; dashboard-configured infra is level-1 regardless of trigger capability**

Deployment outcomes tracked; failed deploys auto-classified by cause; deploy and test patterns optimised over time