Automated Deployment

deploy-all.sh is the canonical deployment path. It takes the 5 target VMs from freshly cloned OS images to a fully provisioned lab in one command.

Phases

Phase	What it does
1	Base OS setup on ailab-dev, ailab-ml, ailab-ds, ailab-app, ailab-k8s
2	Provision all role services via native systemd installs
3	Seed data on the applicable hosts
4	Run verify-lab.sh

Expected Service Distribution

Host	Expected running lab services
ailab-dev	5
ailab-ml	14
ailab-ds	5
ailab-app	7

Verification Targets

verify-lab.sh now checks:

• ping + SSH reachability across the 6-VM estate
• service health for every seeded service plus the ailab-siem detection host
• deep validation for seeded data and the app / model-agent surfaces
• 62 checks total (0 failed)

That gives 62 total checks when the full deep-validation path is included.

Optional Ansible Wrapper

If you want inventory-driven orchestration without changing the underlying role scripts:

bash lab-scripts/deploy-ansible.sh --phase all

This remains optional. See Deployment Evolution.