Tutorials ASP.NET Core with Agentic AI Tutorial

Multi-Agent Workflows — Complete Guide

Multi-Agent Workflows — 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 29 of 100

Multi-Agent Workflows

AI basicsAgents

AI basics · 1 — Setup · ~6 min · Module 3: Semantic Kernel

What is this?

Multi-agent workflows assign subtasks to specialized agents that pass structured handoffs. AgentNest chains ClinicalFactsAgent to NarrativeAgent for hospital discharge summaries.

Why should you care?

Quality-sensitive outputs need a facts agent separate from the prose agent to reduce hallucinated vitals.

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/Workflows/DischargeWorkflow.cs
public sealed class DischargeWorkflow(ClinicalFactsAgent facts, NarrativeAgent narrative)
{
    public async Task<string> RunAsync(string mrn, CancellationToken ct)
    {
        var bundle = await facts.GatherAsync(mrn, ct);
        return await narrative.WriteDischargeSummaryAsync(bundle, ct);
    }
}

What happened?

  • ClinicalFactsAgent returns a typed FactBundle; NarrativeAgent only sees approved facts before generating prose.
  • Follow the steps below — typing the code yourself is the fastest way to learn.

Practice next

  1. Define handoff DTOs between agents — never raw chat strings.
  2. Register workflow class as scoped orchestrator.
  3. Add optional reviewer agent as third step for hospital tier.
  4. Insert PolicyCheckAgent between facts and narrative.
  5. Run CRM enrichment agents in parallel when independent.

Remember

Split AgentNest workflows across specialized agents. Pass typed DTOs, not unbounded chat history. Add reviewer agents for regulated outputs.

Discharge summary pipeline

Hospital wants vitals from SQL and prose from GPT in two controlled stages.

Outcome: DischargeWorkflow isolates data retrieval from generative wording.

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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