Tutorials ASP.NET Core with Agentic AI Tutorial

AI Deployment — Complete Guide

AI Deployment — 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 66 of 100

AI Deployment

AI basics ✓Agents

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

What is this?

AI deployment releases AgentNest services, config, and model routing to environments. Blue-green slots and revision-based Container Apps updates minimize copilot downtime.

Why should you care?

ERP close weekend forbids agent outages; hospital triage needs rollback in minutes if new kernel plugin misbehaves.

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.Api/Deployment/FeatureFlags.cs
public static class FeatureFlags
{
    public const string CrmCopilotV2 = "crm-copilot-v2";
}

// Program.cs
builder.Services.AddFeatureManagement(builder.Configuration.GetSection("FeatureManagement"));

// Controller
[FeatureGate(FeatureFlags.CrmCopilotV2)]
app.MapPost("/api/crm/copilot/v2", ...);

What happened?

  • Feature flags decouple deploy from exposure — v2 agent ships dark until flag enabled per tenant in Azure App Configuration.
  • Follow the steps below — typing the code yourself is the fastest way to learn.

Practice next

  1. Deploy to staging slot; run smoke eval against staging OpenAI.
  2. Swap slots or shift Container Apps traffic 10/90 canary.
  3. Enable feature flag for pilot tenant; monitor error rate.
  4. Automate flag enable from Azure DevOps gate after eval pass.
  5. Pair deploy with database migration for audit schema.

Remember

Use slots, canary traffic, and feature flags for AI releases. Pilot new agents on one tenant before global enable. Rollback via config flags when possible.

CRM copilot v2 rollout

New CrmCopilotAgent ships Saturday; only two tenants opt into beta flag.

Outcome: Stable weekend for others; beta feedback fixes prompt before general availability.

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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