Tutorials ASP.NET Core with Agentic AI Tutorial

AI Infrastructure — Complete Guide

AI Infrastructure — Complete Guide: free step-by-step lesson with examples, common mistakes, and interview tips — part of ASP.NET Core with Agentic AI Tutorial on Toolliyo Academy.

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ASP.NET Core with Agentic AI Tutorial · Lesson 67 of 100

AI Infrastructure

AI basics ✓Agents

Agents · 2 — Build · ~10 min · Module 7: Cloud-Native AI and DevOps

What is this?

AI infrastructure is the cloud foundation — compute, networking, identity, observability, and data stores — supporting AgentNest agents. It spans App Service, AKS, Postgres, Redis, Service Bus, and Azure OpenAI.

Why should you care?

Agent features fail if Redis, vector DB, or OpenAI endpoint is mis-sized — infrastructure is part of the product SLA.

See it live — copy this example

Paste into an ASP.NET Core 8+ / AgentNest project, then run with dotnet run (set your API keys in user-secrets).

// AgentNest.Infrastructure/IaC/main.bicep excerpt
resource openAi 'Microsoft.CognitiveServices/accounts@2023-05-01' = {
  name: 'agentnest-openai-prod'
  location: location
  kind: 'OpenAI'
  sku: { name: 'S0' }
  properties: { customSubDomainName: 'agentnest-openai-prod', publicNetworkAccess: 'Disabled' }
}

What happened?

  • Bicep provisions private Azure OpenAI with custom subdomain — baseline infra AgentNest apps reference via App Configuration.
  • Follow the steps below — typing the code yourself is the fastest way to learn.

Practice next

  1. Define Bicep/Terraform modules for OpenAI, Postgres, Redis, Service Bus.
  2. Deploy dev/staging/prod with separate OpenAI instances.
  3. Wire managed identity from App Service to each resource.
  4. Add geo-redundant Redis for session memory failover.
  5. Parameterize SKUs per environment in Bicep.

Remember

AgentNest infra includes models, vectors, cache, queue, and SQL. Provision per environment with IaC templates. Use private networking for regulated tenants.

Production go-live checklist

New region launch requires full AgentNest stack in West Europe.

Outcome: Bicep module deploys matched infra; agents pass health checks before tenant migration.

Interview prep for this lesson

Practice these questions aloud after reading—each links to a full structured answer.

Junior Detailed
Explain Concepts in the context of ASP.NET Core with Agentic AI.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Concepts…
Mid Detailed
What are common mistakes teams make with LLMs when using ASP.NET Core with Agentic AI?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define LLMs in p…
Senior Detailed
How would you debug a production issue related to RAG in a ASP.NET Core with Agentic AI application?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define RAG in pl…
Junior Detailed
Describe a real-world scenario where Production mattered in a ASP.NET Core with Agentic AI project.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. Explain a bit more How to structure your answer (60–90 seconds) Define Productio…
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ASP.NET Core with Agentic AI Tutorial
Course syllabus

ASP.NET Core with Agentic AI Tutorial

Module 1: AI and Agentic AI Foundations
Module 2: ASP.NET Core AI Fundamentals
Module 3: Semantic Kernel
Module 4: AI Agents and Multi-Agent Systems
Module 5: RAG and Vector Databases
Module 6: AI Security and Observability
Module 7: Cloud-Native AI and DevOps
Module 8: AI SaaS and Enterprise Systems
Module 9: AI System Design and Architecture
Module 10: Enterprise AI Projects
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