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AI Engineering · 300-level

Multi-Agent Orchestration & HITL

Sit Chuun — free All modules
AIE-3022 creditselectivebadge: agent-iiprereqs: AIE-301
Start this course — free

Earn the agent-ii credential

What's inside

Sections & lessons

01

Multi-agent handoff patterns

  • Passing a task from one agent to another cleanlyconcept45 min
02

Approval-gate placement

  • Deciding where a human checkpoint belongs across a handoffconcept60 min
03

Decision rights across an agent team

  • Who is responsible, accountable, consulted, informedconcept60 min
04

Delegation vs. control

  • Scoring a decision's true blast radius before automating itconcept60 min
05

Orchestration lab

  • Running a two-agent handoff scenario end to endconcept90 min
06

Quiz: orchestration judgment

  • Checkpoint on where handoffs commonly breakconcept30 min
07

Failure-mode lab: handoff breakdowns

  • Diagnosing a broken handoff from its traceconcept90 min
08

Lab + eval-gate: multi-agent HITL system

  • Ship a two-agent system with a working approval gate (Agent II badge)concept120 min
Start this course — free
Learn it from the inside

This module's playgrounds

  • Agent Builder

    Coming soon

    Watch the planner-executor loop light up, node by node.

    AiAIE-301BYOK AIDeep
    Play it now

  • Trace Detective

    Coming soon

    Find the exact step where the AI agent broke.

    AiAIE-301Browser (JS)Deep
    Play it now

  • Blast Radius

    Coming soon

    Delegate under a clock, then watch the real blast radius.

    AiBrowser (JS)Medium
    Play it now

  • RACI Chaos

    Coming soon

    Build a RACI matrix, then watch the project stall live.

    AiBrowser (JS)Medium
    Play it now
AI Engineering

Next in this path

Where this specialization goes from here — in (level, code) order.

  • AIE-303

    MCP & Tool Integration

    2 creditselectivebadge: integrator
    Start
  • AIE-304

    AI Security & Red-Teaming

    3 creditselectivebadge: red-teamer
    Start
  • AIE-401

    Evals & Quality Systems

    3 creditscorebadge: evaluator
    Start
  • AIE-402

    LLMOps: Cost, Latency, Observability

    3 creditselectivebadge: operator
    Start
  • AIE-403

    AI System Design

    3 creditselectivebadge: architect
    Start
  • AIE-490

    Capstone: Ship & Evaluate an AI System

    4 creditscapstonebadge: ai-engineer
    Start
Vocabulary

Key concepts in this course

Multi-Agent Orchestration Human-in-the-Loop (HITL) AI Agent

Compare related approaches

AI Agents vs Workflows
Optional · watch & try

Go deeper, elsewhere

Hand-picked public explainers and open tools — always optional, never required, never graded.

5 Multi-Agent Orchestration Patterns You MUST Know in 2025!Survey of hand-off, supervisor, and parallel agent patterns After This Video, You'll Actually Understand Agent OrchestrationBuilds intuition for when to split work across multiple agents Multi-Agent Orchestration Explained: From Patterns to ProductionTakes orchestration patterns from toy demo to production concerns CrewAIOpen-source framework for role-based multi-agent crews to experiment with handoffs

This module ends in a gate you can fail.

That's what makes passing it mean something. Sit Chuun, get placed, and start earning.

Sit Chuun — free All modules