Micro-DC BLUEPRINTv0.0 prompt

Micro–DC/blueprint.toon

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+meta:
+  format: toon
+  version: "1.0"
+  kind: "deployment_blueprint"
+  name: "Sovereign Modular Micro-DC v1 — EU/GDPR, Eco-Efficient"
+  generated_by: "AI Council OS — 14-seat round table"
+  lastUpdated: "2026-DEC-04"
+
+context:
+  objective: >
+    Deploy a repeatable, sovereign, eco-efficient micro–data center “module”
+    within the EU that can be cloned to multiple locations. All infra must be
+    reproducible from Git, fully automated (zero manual provisioning), and
+    aligned with GDPR/data-sovereignty and sustainability expectations.
+  primary_regime:
+    jurisdiction: "EU/EEA"
+    privacy: "GDPR"
+    facility_standards:
+      - "EN 50600-oriented design"
+      - "National electrical and safety codes"
+    sustainability_frameworks:
+      - "EU Code of Conduct for Data Centres (voluntary, strongly recommended)"
+      - "Energy Efficiency Directive reporting where applicable"
+  target_use_cases:
+    - "AI/ML training and inference with GPUs"
+    - "SaaS / line-of-business apps for EU customers"
+    - "Edge/municipal compute for public sector workloads"
+  design_principles:
+    - "Sovereign-by-design (location + jurisdiction + access control)"
+    - "Modular: small, repeatable 'bricks' instead of bespoke facilities"
+    - "Infra-as-code and policy-as-code; no snowflake clusters"
+    - "Observability, SLOs, error budgets from day one"
+    - "Sustainability KPIs are first-class (PUE/WUE/renewables/reuse)"
+
+assumptions:
+  module_scale:
+    it_load_kw: 80         # typical first module; scalable up/down
+    racks_total: 8
+    racks_gpu: 2
+    racks_compute: 4
+    racks_storage: 2
+  stack_choice:
+    bare_metal: "MAAS (or equivalent) for server discovery/commissioning"
+    virtualization: "Proxmox VE on most nodes; bare-metal K8s for GPU nodes optional"
+    cloud_layer: "Kubernetes as primary control plane; OpenStack optional add-on"
+    storage: "Ceph (NVMe + HDD tiers) + object storage; local NVMe cache on GPU nodes"
+  automation_stack:
+    iac:
+      - "Terraform for network/DCIM/inventory where APIs exist"
+      - "Ansible for OS/provisioning/bootstrap"
+    gitops:
+      - "Argo CD or Flux for K8s/OpenStack configuration"
+    policy_as_code:
+      - "OPA/Kyverno, CI policy checks, security/compliance gates"
+  sovereign_controls:
+    residency:
+      - "All personal data stored and processed in EU/EEA micro-DC modules"
+      - "No admin access from non-EU locations without explicit DPIA and legal controls"
+    data_classification_levels:
+      - "PUBLIC"
+      - "INTERNAL"
+      - "PERSONAL"
+      - "SENSITIVE_PERSONAL"
+      - "CRITICAL_SOVEREIGN"
+    cross_border_rules:
+      - "CRITICAL_SOVEREIGN must not leave the country/region"
+      - "SENSITIVE_PERSONAL must not leave EU/EEA"
+      - "PERSONAL only with approved transfer mechanism (SCCs, adequacy, etc.)"
+
+architecture:
+  layers:
+    - name: "Facility & Physical (Physical Infrastructure & Facility Engineering Lead)"
+      description: >
+        Design of the physical micro-DC module: room/container, racks, power,
+        cooling, structured cabling, environmental monitoring, and maintenance
+        envelopes, all aligned with the sustainability objectives defined by
+        the Sovereign Compliance & Sustainability Lead.
+      design:
+        form_factor:
+          options:
+            - "Prefabricated container (2–4 racks) for edge/remote sites"
+            - "Dedicated room in existing building for 6–10 racks"
+          environmental:
+            hot_cold_aisle_containment: true
+            access_control: "Electronic locks, CCTV, dual-person entry for critical areas"
+        power:
+          utility_feeds: "2 independent feeds where possible"
+          ups_topology: "Modular online UPS, N+1"
+          generator:
+            presence: true
+            autonomy_hours: 8
+          redundancy_level: "N+1 for IT load; 2N for critical control systems if feasible"
+          per_rack_pdu:
+            type: "Intelligent, metered, switched"
+            phases: "3-phase where compatible with design"
+        cooling:
+          primary:
+            type: "In-row or rear-door cooling"
+            chilled_water: "Preferred for higher density"
+          free_cooling: "Enabled where climate permits"
+          density_targets:
+            cpu_racks_kw: 8
+            gpu_racks_kw: 20
+          set_points:
+            cold_aisle_celsius: [26, 28]
+        monitoring:
+          sensors:
+            - "Inlet and outlet temperature per rack"
+            - "Humidity"
+            - "Power per PDU and per rack"
+            - "Leak detection"
+          telemetry_export: "All metrics exposed to Prometheus-compatible gateway"
+        documentation_as_code:
+          artefacts:
+            - "site_manifest.yaml"
+            - "rack_layout.yaml"
+            - "power_chain.yaml"
+            - "cooling_spec.yaml"
+
+    - name: "Network & Connectivity (Network Architect)"
+      design:
+        topology:
+          underlay: "Small leaf-spine (2x spine, ToR per rack)"
+          uplinks_per_rack: 2
+          routing: "L3 to the top; BGP between ToR and core"
+        segmentation:
+          vrfs:
+            - "INFRA_MGMT"
+            - "TENANT"
+            - "STORAGE"
+            - "OUT_OF_BAND"
+          vlans:
+            - "vlan10_mgmt"
+            - "vlan20_storage"
+            - "vlan30_k8s_nodes"
+            - "vlan40_gpu_nodes"
+            - "vlan100_dmz"
+        whitelisted_egress:
+          - "Security update mirrors"
+          - "Central CI/CD and artifact repositories in EU"
+        wan:
+          connectivity:
+            - "Dual ISPs with BGP"
+            - "Optional private MPLS/EVPN to regional hub"
+          sovereignty:
+            - "All WAN termination and encryption endpoints in EU/EEA"
+        infra_as_code:
+          - "Device templates and routing policies defined via Terraform/Ansible"
+          - "CI tests for config linting and connectivity (e.g., Batfish, network simulations)"
+
+    - name: "Compute, Storage & Virtualization (Virtualization Architect, Capacity & Performance Engineer)"
+      design:
+        node_types:
+          - name: "compute-standard"
+            cpu: "2 x 32-core"
+            ram_gb: 512
+            storage_local:
+              system: "Mirrored SSD"
+              data: "Optional NVMe cache"
+          - name: "compute-gpu"
+            cpu: "2 x 32-core, NUMA-friendly"
+            gpus: 4
+            ram_gb: 768
+            storage_local:
+              system: "Mirrored SSD"
+              data: "NVMe for scratch"
+          - name: "storage-ceph"
+            cpu: "1 x 24-core"
+            ram_gb: 256
+            storage:
+              osd_nvme: 2
+              osd_hdd: 10
+        hypervisor:
+          platform: "Proxmox VE (KVM)"
+          features:
+            - "Clustered with quorum (odd number of nodes)"
+            - "Ceph integration for shared storage"
+            - "SR-IOV and PCI passthrough for GPUs where required"
+        storage:
+          ceph:
+            pools:
+              - name: "k8s-block"
+                type: "replicated"
+              - name: "gpu-block"
+                type: "replicated, tuned for throughput"
+              - name: "object-archive"
+                type: "erasure-coded"
+        performance_principles:
+          - "NUMA and PCIe alignment validated for all GPU nodes"
+          - "Baseline throughput/latency benchmarks defined and stored in Git"
+          - "Capacity models maintained and updated based on real telemetry"
+
+    - name: "Platform & Workloads (Principal SRE, OpenStack Architect, Automation & IaC Lead)"
+      design:
+        provisioning_flow:
+          - "MAAS discovers and commissions bare metal"
+          - "Ansible installs Proxmox/K8s base"
+          - "GitOps installs cluster add-ons and workloads"
+        clusters:
+          k8s:
+            role: "Primary orchestration and platform layer"
+            ha_control_plane: 3
+            worker_pools:
+              - "general-purpose"
+              - "gpu-accelerated"
+          openstack_optional:
+            role: "IaaS for VM-centric workloads"
+            deployment: "Kolla-Ansible on top of bare metal or VMs"
+        multi-tenancy:
+          - "Namespaces and RBAC in K8s"
+          - "Projects/tenants in OpenStack"
+          - "QoS and resource quotas aligned with capacity models"
+
+    - name: "Compliance, Sovereignty & Sustainability (Sovereign Compliance & Sustainability Lead + Physical Infrastructure Lead + Security Architect)"
+      design:
+        data_residency:
+          - "Storage replication confined to EU/EEA DCs"
+          - "Backups encrypted at rest and stored in EU-only targets"
+        admin_access:
+          - "All operators authenticated via EU-based IdP"
+          - "No standing privileges; just-in-time access with full audit"
+        sustainability_kpis:
+          targets:
+            pue_max: 1.4      # example for a small, efficient module
+            renewable_share_min_percent: 70
+            energy_reuse_target: "Local heat reuse where feasible"
+          tracking:
+            - "All metrics scraped and trended"
+            - "Alerting on drift from targets"
+        policy_as_code:
+          - "OPA/Kyverno policies enforce namespace placement by data class"
+          - "CI checks for non-compliant manifests (e.g., wrong storageClass for CRITICAL_SOVEREIGN)"
+
+git_structure_and_pipelines:
+  repos:
+    - name: "infra-foundation"
+      contents:
+        - "network/terraform/"
+        - "facility/site_manifests/"
+        - "proxmox/ansible/"
+        - "maas/profiles/"
+    - name: "platform-clusters"
+      contents:
+        - "k8s/clusters/microdc-v1/"
+        - "openstack/envs/microdc-v1/"
+        - "addons/monitoring-logging-security/"
+    - name: "policies-and-compliance"
+      contents:
+        - "data-classification/"
+        - "opa-policies/"
+        - "sustainability-kpis/"
+        - "rbac-and-iam/"
+  ci_cd:
+    pipeline_stages:
+      - name: "lint_and_unit"
+        checks:
+          - "YAML validation, Terraform fmt/validate, Ansible syntax"
+      - name: "policy_gates"
+        checks:
+          - "OPA/Conftest for data residency and security rules"
+          - "Sustainability checks where applicable (e.g., rejecting non-approved SKUs)"
+      - name: "integration_test"
+        checks:
+          - "Ephemeral lab deployment (virtual or small test rack)"
+          - "Conformance tests: networking, storage, K8s/OpenStack"
+      - name: "promotion_to_microdc_template"
+        checks:
+          - "Approval from relevant leads (SRE, Security, Sovereign Compliance)"
+      - name: "site_rollout"
+        strategy:
+          - "ArgoCD/Flux syncs manifests to target micro-DC cluster(s)"
+          - "Progressive rollout: canary → partial → full"
+
+deployment_runbook:
+  phases:
+    - phase: 0
+      name: "Policy & Site Definition"
+      owners:
+        - "Sovereign Compliance & Sustainability Lead"
+        - "Physical Infrastructure & Facility Engineering Lead"
+      steps:
+        - "Define data classification model and residency rules."
+        - "Define sustainability targets (PUE, renewables, reuse)."
+        - "Create initial site_manifest.yaml and facility specs in infra-foundation repo."
+        - "Get legal and DPO sign-off on sovereignty model."
+    - phase: 1
+      name: "Facility Build-Out"
+      owners:
+        - "Physical Infrastructure & Facility Engineering Lead"
+      steps:
+        - "Construct or prepare room/container per site_manifest.yaml."
+        - "Install racks, PDUs, UPS, cooling in line with power_chain.yaml and cooling_spec.yaml."
+        - "Cable power and network; validate with checklists generated from Git."
+        - "Connect sensors/BMS to telemetry gateway."
+    - phase: 2
+      name: "Network & Out-of-Band Bring-Up"
+      owners:
+        - "Network Architect"
+        - "Security Architect"
+      steps:
+        - "Deploy ToR and core switches using Terraform/Ansible templates."
+        - "Bring up OOB management network and secure remote access."
+        - "Validate segmentation (VRFs/VLANs, firewall rules) using automated tests."
+    - phase: 3
+      name: "Bare-Metal & Hypervisor Provisioning"
+      owners:
+        - "Bare-Metal Provisioning Lead"
+        - "Virtualization Architect"
+      steps:
+        - "MAAS enrols and commissions all servers; apply hardware profiles from Git."
+        - "Deploy Proxmox/K8s base OS via Ansible playbooks."
+        - "Run post-install tests (firmware, RAID, NIC bonding, GPU visibility)."
+    - phase: 4
+      name: "Platform Bootstrap"
+      owners:
+        - "Principal SRE"
+        - "Automation & IaC Lead"
+      steps:
+        - "GitOps tool (Argo/Flux) installed and pointed at platform-clusters repo."
+        - "Argo/Flux syncs base K8s cluster and/or OpenStack control plane."
+        - "Install core services: CNI, CSI, ingress, observability, logging, security agents."
+    - phase: 5
+      name: "Compliance & Telemetry Validation"
+      owners:
+        - "Sovereign Compliance & Sustainability Lead"
+        - "Observability & Telemetry Architect"
+      steps:
+        - "Deploy and configure telemetry stack (Prometheus, logs, traces)."
+        - "Verify all facility metrics (power, cooling, environmental) are ingested."
+        - "Verify data-residency policies via synthetic test workloads."
+        - "Generate initial sustainability and sovereignty report from observability."
+    - phase: 6
+      name: "Workload Onboarding"
+      owners:
+        - "Platform Lifecycle & Operations Lead"
+        - "Capacity & Performance Engineer"
+      steps:
+        - "Define workload blueprints (Helm charts/Operators) for each application."
+        - "Assign workloads to namespaces/tenants based on data classification."
+        - "Run performance baselines and adjust resource quotas."
+        - "Set SLOs, error budgets, and alert policies per service."
+    - phase: 7
+      name: "Scale-Out & Federation"
+      owners:
+        - "Principal SRE"
+        - "Network Architect"
+      steps:
+        - "Clone module to additional sites by reusing same templates with site-specific overlays."
+        - "Establish cluster federation (service discovery, identity, policy)."
+        - "Regularly review metrics and adjust reference design if needed."
+
+verification_and_validation:
+  automated_checks:
+    - "Unit and integration tests on IaC"
+    - "Pre-deploy policy gates (security, sovereignty, sustainability)"
+    - "Post-deploy conformance tests (network, storage, platform)"
+  manual_reviews:
+    - "DPO/legal review for residency and cross-border transfers"
+    - "Facility audit for physical security and safety"
+    - "Sustainability review vs targets (quarterly)"
+  continuous_improvement:
+    - "Chaos drills to validate reliability objectives"
+    - "Lessons-learned feeding back into reference module definition in Git"
+
+council_alignment:
+  outcome_requirements_satisfied:
+    - "zero_manual_provisioning: all steps via IaC/GitOps"
+    - "zero_snowflake_clusters: single reference module, per-site overrides only in Git"
+    - "fully_reproducible_infra_from_git: facility, network, platform all described as code"
+    - "multi_dc_consistency: micro-DC modules cloned from one canonical blueprint"
+    - "ha_control_planes: K8s/OpenStack control planes deployed HA by default"
+    - "predictable_gpu_performance: capacity/perf baselines, NUMA-aware design"
+    - "automated_lifecycle_management: Git-driven upgrades and change flows"
+    - "telemetry_and_self_healing: observability and auto-remediation hooks by design"
+    - "clear_slo_sli_error_budgets: defined in platform and observability repos"
+    - "security_and_compliance_built_in: policy-as-code, RBAC, auditability"
+    - "gdpr_and_data_sovereignty_alignment: data-classification and residency rules enforced"
+    - "eco_efficiency_and_sustainability_kpis: PUE/WUE/renewables targets and monitoring"
+    - "architecture_must_be_deployable: concrete runbook and automation stack specified"
+    - "all_answers_validated_by_cross_seat_consensus: design integrates all 14 roles"
+```
+