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
- Deploy to staging slot; run smoke eval against staging OpenAI.
- Swap slots or shift Container Apps traffic 10/90 canary.
- Enable feature flag for pilot tenant; monitor error rate.
- Automate flag enable from Azure DevOps gate after eval pass.
- 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.
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