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Agentic InfraOps

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Transform Azure infrastructure requirements into deploy-ready IaC code (Bicep or Terraform) using coordinated AI agents and reusable skills, aligned with the Azure Well-Architected Framework and Azure Verified Modules.

Who is this for? DevOps engineers, platform engineers, and IT Pros who want to accelerate Azure infrastructure delivery with AI-assisted workflows.

Get Started Use the Template

sequenceDiagram
    autonumber
    participant U as 👤 User
    participant C as 🎼 Conductor Agent
    participant Agents as 🤖 Agents
    participant X as ⚔️ Challenger Agent

    Note over C: AI prepares · Humans decide

    U->>C: Describe infrastructure intent
    C->>Agents: 📋 Gather requirements
    Agents-->>C: 01-requirements.md
    C->>X: Challenge requirements
    X-->>C: Findings
    C->>U: Present for review

    rect rgba(255, 200, 0, 0.15)
    Note over U,C: 🛑 APPROVAL GATE
    U-->>C: ✅ Approve
    end

    C->>Agents: 🏛️ Architecture + 💰 Cost
    Agents-->>C: 02-assessment.md
    C->>X: Challenge architecture
    C->>U: Present for review

    rect rgba(255, 200, 0, 0.15)
    Note over U,C: 🛑 APPROVAL GATE
    U-->>C: ✅ Approve
    end

    C->>Agents: 📐 IaC Plan + Governance
    Note right of Agents: Bicep or Terraform track
    Agents-->>C: 04-plan.md + constraints
    C->>X: Challenge plan
    C->>U: Present for review

    rect rgba(255, 200, 0, 0.15)
    Note over U,C: 🛑 APPROVAL GATE
    U-->>C: ✅ Approve
    end

    C->>Agents: ⚒️ Generate IaC (AVM-first)
    Note right of Agents: lint → review → validate
    Agents-->>C: infra/{bicep,terraform}/{project}

    rect rgba(255, 200, 0, 0.15)
    Note over U,C: 🛑 APPROVAL GATE
    U-->>C: ✅ Approve for deploy
    end

    C->>Agents: 🚀 Deploy to Azure
    Note right of Agents: what-if / plan preview first
    Agents-->>C: 06-deployment-summary.md

    rect rgba(255, 200, 0, 0.15)
    Note over U,C: 🛑 VERIFICATION
    U-->>C: ✅ Verify resources
    end

    C->>Agents: 📚 Generate as-built docs
    Agents-->>C: 07-*.md documentation suite
    C->>U: Present complete documentation

    Note over U,Agents: ✅ AI Orchestrated · Human Governed · Azure Ready

Explore the Documentation

  • Getting Started

Set up from the Accelerator template and run your first agent workflow in 10 minutes.

Quickstart

  • How It Works

Understand the multi-agent architecture, skills system, and 8-step workflow.

How It Works

  • Workflow

The 8-step journey from requirements to deployed infrastructure with approval gates.

Workflow

  • Prompt Guide

Ready-to-use prompt examples for every agent and skill.

Prompt Guide

  • Troubleshooting

Common issues, diagnostic decision tree, and solutions.

Troubleshooting

  • Glossary

Quick reference for terms used throughout the documentation.

Glossary

  • FAQ

Answers to common questions about the project, models, and customization.

FAQ

  • Contributing

Guidelines for contributing agents, skills, documentation, and IaC patterns.

Contributing

Key Facts
Agents 16 top-level + 11 subagents
Skills Reusable domain knowledge modules
IaC Tracks Bicep and Terraform (dual-track)
MCP Servers GitHub, Azure Pricing, Terraform + Azure MCP (extension)
Workflow 8 steps with mandatory approval gates

Highlights

See the Changelog for the full release history.

  • v0.10.0 — Workflow Engine DAG, Context Shredding, Circuit Breaker pattern, session lock model
  • v0.9.0 — Dual IaC Track (Bicep + Terraform), Challenger Agent, 20 skills, Fast Path Conductor

Getting Help

Resources

  • Watch the Demo

See Agentic InfraOps in action — full workflow walkthrough from requirements to deployment.

  • Presentation Deck

Download the slide deck for stakeholder presentations and team introductions.

Download PPTX