Tutorials ASP.NET Core with Agentic AI Tutorial

AI Workflows — Complete Guide

AI 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 7 of 100

AI Workflows

AI basicsAgents

AI basics · 1 — Setup · ~6 min · Module 1: AI and Agentic AI Foundations

What is this?

AI workflows chain steps — ingest, retrieve, generate, approve — often mixing code and models. AgentNest routes CRM enrichment, hospital intake, and ERP approvals through explicit workflow states stored in SQL or queues.

Why should you care?

Long-running hospital and ERP processes need retries, human approval, and idempotency that a single chat call cannot provide.

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.Workflows/Models/WorkflowStep.cs
public enum WorkflowStep { Ingest, Retrieve, Generate, HumanReview, Complete }

public sealed record AiWorkflowState(Guid Id, WorkflowStep Step, string PayloadJson);

public interface IAiWorkflowStore
{
    Task AdvanceAsync(Guid id, WorkflowStep next, CancellationToken ct);
}

What happened?

  • WorkflowStep enum names the pipeline stages.
  • IAiWorkflowStore lets background workers advance state after each AI or human gate.

Practice next

  1. Add AgentNest.Workflows project with state enum and store interface.
  2. build EfAiWorkflowStore with a WorkflowStates table.
  3. Create POST /workflows/{id}/advance for internal orchestration.
  4. Add a Failed step and dead-letter queue for Generate errors.
  5. Emit domain events on each AdvanceAsync for analytics.

Remember

Workflows persist step state outside the LLM context window. AgentNest mixes automated AI steps with explicit human gates. Store payloads as JSON for replay and disaster recovery.

Hospital intake pipeline

Triage suggestions must pause for nurse approval before EHR notes update.

Outcome: Workflow state HumanReview blocks automation until a licensed user approves.

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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