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Multi-Agent SystemsAdvancedBankingInsuranceRetail

Multi-Agent Systems in Production

CrewAI, LangGraph, A2A, and enterprise orchestration

A comprehensive 15-module program on designing, building, and operating multi-agent systems in production. Covers orchestration patterns, framework selection, state management, safety, evaluation, and industry-specific deployment patterns for financial services, customer support, and healthcare. Includes a hands-on capstone.

26h total15 modulesFreshness 81Refreshed 44d ago
What you'll master

Learning objectives

  • 01Choose between single-agent, multi-agent, and hybrid architectures
  • 02Implement supervisor, peer-to-peer, and hierarchical orchestration
  • 03Design robust state management and handoff protocols
  • 04Deploy safely with cost budgets, timeouts, and approval gates
  • 05Evaluate multi-agent systems end-to-end
Skills gained
LangGraphCrewAIAutoGenA2A ProtocolOrchestrationAgent ObservabilitySafety Rails
Curriculum

15-module program

01FreeThe Case for Multi-Agent

When one agent is not enough.

  • 1.Single vs. Multi-Agent Decision12m
  • 2.Real-World Multi-Agent Deployments10m
  • 3.The Cost of Complexity10m
02FreeOrchestration Patterns

Supervisor, peer-to-peer, hierarchical.

  • 1.The Supervisor Pattern12m
  • 2.Peer-to-Peer Collaboration12m
  • 3.Hierarchical & Blackboard10m
03FreeFrameworks Landscape

LangGraph, CrewAI, AutoGen, OpenAI Swarm.

  • 1.LangGraph — State Machines for Agents12m
  • 2.CrewAI — Role-Based Collaboration12m
  • 3.AutoGen & OpenAI Swarm10m
04FreeAgent Communication

How agents talk.

  • 1.Message-Passing Fundamentals10m
  • 2.Google's A2A Protocol15m
  • 3.Handoff & Delegation Patterns10m
05FreeFirst Multi-Agent System (Hands-On)

Build a research crew.

  • 1.Environment & Framework Setup10m
  • 2.Defining Roles15m
  • 3.Sequencing the Crew12m
06PremiumState Management

Keeping agents on the same page.

  • 1.Shared vs. Isolated Memory12m
  • 2.Persistent State10m
  • 3.Optimistic Concurrency10m
07PremiumCoordination & Conflict Resolution

When agents disagree.

  • 1.The Arbiter Pattern12m
  • 2.Timeout & Budget Enforcement12m
  • 3.Handling Loops10m
08PremiumTool Design for Multi-Agent

Sharing tools safely.

  • 1.Shared Tool Pools10m
  • 2.Per-Agent Tool Allowlists12m
  • 3.Tool Result Sharing10m
09PremiumMulti-Agent Evaluation

Testing systems, not just agents.

  • 1.End-to-End Golden Sets12m
  • 2.Trace-Level Debugging12m
  • 3.A/B Testing Agent Configurations8m
10PremiumSafety & Alignment

Keeping agent crews within bounds.

  • 1.Safety Rails per Agent12m
  • 2.Approval Gates12m
  • 3.Emergent Behavior10m
11CertificationMulti-Agent for Financial Services

Automating month-end close and beyond.

  • 1.The Financial Close Crew15m
  • 2.Compliance-Aware Orchestration12m
  • 3.Fraud Detection Crews10m
12CertificationMulti-Agent for Customer Support

Deflection at scale.

  • 1.The Tiered Support Crew15m
  • 2.Voice-First Multi-Agent12m
  • 3.Sentiment & Escalation10m
13CertificationMulti-Agent Operations

Deploying at scale.

  • 1.Serving Architecture12m
  • 2.Observability15m
  • 3.Rollback & Kill Switches10m
14CertificationEmerging Patterns & Standards

Where the field is heading.

  • 1.MCP for Multi-Agent12m
  • 2.Agent Marketplaces12m
  • 3.Autonomous Enterprise Vision10m
15CertificationCapstone: Design a Production Multi-Agent System

Build the whole stack.

  • 1.Capstone Brief15m
  • 2.Architecture Deliverable25m
  • 3.Executive Presentation25m