~/talk

AI Meets IaC — Intelligent Terraform Authoring on Azure

name:Steven Ma
linkedin:stevenjma
links:none on file
slides:none on file

AI generates runnable Terraform for Azure by combining GitHub Copilot in VS Code, a new Azure Terraform MCP server, and a portal full-screen Copilot editor that shows tree view, green/red diffs and a draft configuration with Copilot flow. The system performs deterministic TF validation and retrieval grounding, auto-installs VS Code extensions and MCPs, and assembles stacks from AVM AZ API and Azure RM modules (demo builds a stack in ~15 minutes sped up). Planned upgrades include GPT-5 model and a drift tool called Absorb.

AI-written summary · about

  1. 0:00Welcome
  2. 1:15AI and Terraform focus
  3. 2:36Azure Copilot Terraform
  4. 10:57MCP server for Terraform
  5. 16:16AI-driven Terraform demo
  6. 20:30Future AI plans
  7. 26:56Q&A on CICD pipelines
  8. 30:48Closing
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