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Small practical labs for Platform Engineering on AI-native Azure workloads. Terraform, Container Apps, agents, MCP — open reference, not a product.

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Azure AI Platform Labs

Azure AI Platform Labs

Small, practical labs exploring Platform Engineering for AI-native systems on Azure.

Public reference and learning project - not a commercial product.

Author: Michał Smyk


What this is

Umbrella repository for shippable labs - build, learn, document, share. Each lab stands alone; the repo grows as learning progresses.

Platform patterns first (identity, IaC, CI/CD, observability); agents and MCP are workloads on that foundation. Labs ship runnable reference paths on Azure; the portable idea is the pattern, not a mandate for those exact services.

Status: two labs at Demoable v1 - more ship as learning progresses.


Labs

Lab Status Description
Hosted Agents Demoable v1 Azure AI Foundry Hosted Agents infrastructure lab - platform foundation for AI workloads with Terraform, GitHub Actions, and Microsoft Foundry.
MCP on Azure Demoable v1 MCP on Container Apps + Entra - platform vs user tool identity (deny demo), VNet/PE, ephemeral up/down via Actions. Acceler8it 2026 follow-up.

More labs will appear here as they ship. Each stands alone; the repo grows with learning, not upfront scaffolding.


Technical direction

Area Choice
Cloud Microsoft Azure
IaC Terraform
CI/CD GitHub Actions
Runtime Azure Container Apps
Identity Managed Identity (preferred over API keys)
AI Azure AI Foundry, Azure OpenAI
Language C# / .NET (primary)

Related work

Artifact Link
Blog blog.smyk.it
Talks blog.smyk.it/talks/
AI tooling for Azure DevOps AiNowPolska-June2026
AI Foundry + Terraform blog post

Contributing

See CONTRIBUTING.md.


License

MIT - see LICENSE.


Disclaimer

Community project by Michał Smyk. Not affiliated with or endorsed by Microsoft, SoftServe, or Azure product teams.

About

Small practical labs for Platform Engineering on AI-native Azure workloads. Terraform, Container Apps, agents, MCP — open reference, not a product.

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