Tutorials ASP.NET Core with Agentic AI Tutorial

Autonomous Agents — Complete Guide

Autonomous Agents — 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.

8 min read Updated 8/3/2026

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ASP.NET Core with Agentic AI Tutorial · Lesson 32 of 100

Autonomous Agents

AI basics → Agents

AI basics · 1 — Setup · ~6 min · Module 4: AI Agents and Multi-Agent Systems

What is this?

Autonomous agents loop with minimal human input until a stop condition — max steps, goal met, or timeout. AgentNest limits autonomy on write actions; read-only CRM research can loop more freely.

Why should you care?

Fully autonomous ERP posting is liability; controlled autonomy for research drafts balances speed and control.

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.Agents/Autonomy/ResearchLoopAgent.cs
public sealed class ResearchLoopAgent(IChatClient chat, CrmPlugin crm)
{
    public async Task<ResearchReport> RunAsync(Guid accountId, CancellationToken ct)
    {
        var report = new ResearchReport();
        for (var step = 0; step < 5; step++)
        {
            var facts = await crm.FetchLatestNewsAsync(accountId, ct);
            report.Notes.Add(facts);
            if (facts.Contains("ENOUGH")) break;
        }
        report.Summary = (await chat.GetResponseAsync([report.Notes.Last()], cancellationToken: ct)).Text;
        return report;
    }
}