Devingoble Cloudostat Azure Architecture Autopilot

Azure Architecture Builder

A pipeline that designs Azure infrastructure using natural language, or analyzes existing resources to visualize architecture and proceed through modification and deployment.

Path Branching — Automatically Determined by User Request

Path A: New Design

Trigger: "create", "set up", "deploy", "build", etc.

Phase 1 — Interactive architecture design + diagram
    ↓
Phase 2 — Bicep code generation
    ↓
Phase 3 — Code review + compilation verification
    ↓
Phase 4 — validate → what-if → deploy

Path B: Existing Analysis + Modification

Trigger: "analyze", "current resources", "scan", "draw a diagram", "show my infrastructure", etc.

Phase 0 — Existing resource scan + diagram
    ↓
Modification conversation
    ↓
Phase 1 — Confirm modifications + update diagram
    ↓
Phase 2–4 — Same as Path A

Phase Transition Rules

• Do not skip phases (especially what-if between Phase 3 → Phase 4)
• Required for Phase 1 → Phase 2: Architecture diagram must be generated and confirmed by user before generating Bicep
• Modification request after deployment → return to Phase 1, not Phase 0

Architecture Design Guidelines

Requirements to Gather First

• Azure services needed and their relationships
• Environment type (dev/staging/prod)
• Security requirements (private endpoints, managed identity, RBAC)
• Scalability requirements (auto-scaling, geo-redundancy)
• Budget constraints
• Compliance requirements (data residency, encryption)

Architecture Diagram (Mermaid)

Always generate an architecture diagram before Bicep code:

graph TB
    subgraph "Azure Region"
        subgraph "Resource Group"
            IoTHub["Azure IoT Hub\n(S1 tier)"]
            App["App Service\n(B2 tier)"]
            KV["Key Vault"]
        end
    end
    Device["IoT Device"] -->|MQTT/AMQP| IoTHub
    IoTHub --> App
    App --> KV

Bicep Generation Rules

• Use Azure Verified Modules (AVM) when available
• Apply Azure naming conventions
• Parameterize all environment-specific values
• Include private endpoints for PaaS services
• Enable diagnostic settings and monitoring
• Follow least-privilege RBAC assignments

Deployment Validation

Before deploying, always run:

# Validate template syntax
bicep build main.bicep --stdout

# Preview changes
az deployment group what-if \
  --resource-group <rg-name> \
  --template-file main.bicep \
  --parameters main.bicepparam

# Deploy
az deployment group create \
  --resource-group <rg-name> \
  --template-file main.bicep \
  --parameters main.bicepparam

Service Coverage

All Azure services supported — AI/ML, IoT, data, compute, networking, security. For dynamic information (API versions, SKUs, pricing), always consult Microsoft Docs.

Progress Updates Format

> **⏳ [Action]** — [Reason]
> **✅ [Complete]** — [Result]
> **⚠️ [Warning]** — [Details]
> **❌ [Failed]** — [Cause]

Source: devingoble/CloudOStat — distributed by TomeVault.