Advanced Free 13 hours

Advanced CrewAI Engineering

Orchestration, evaluation, safety, cost, and production operations.

A rigorous advanced course on production CrewAI architecture, orchestration, delegation, knowledge, integrations, observability, evaluation, safety, cost, and deployment. The curriculum is grounded in the curated technical references and preserves their technical depth, code, diagrams, decision rules, and failure analysis. Every lesson adds objectives, an applied lab, review questions, and concrete completion evidence. The course closes with a substantial capstone: Deploy a production-style multi-agent service with delegation, knowledge, integrations, evaluation gates, cost controls, and an incident runbook.

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What you will learn

Leave with a working mental model.

  1. 01 Choose crews, flows, processes, and orchestration patterns deliberately
  2. 02 Engineer delegation, collaboration, and context handoffs
  3. 03 Test tools and agent behavior with repeatable evaluations
  4. 04 Operate deployed crews with security, observability, budgets, and recovery

Before you begin

Prerequisites

  • Ability to build and debug a CrewAI project
  • Custom tool implementation
  • Experience with one end-to-end crew

Curriculum

Course contents

8 modules · 28 lessons

01 Module 1: Architecture Choices 3 lessons
  1. 01 CrewAI Overview and Mental Model Preview
  2. 02 CrewAI Crews vs Flows Preview
  3. 03 CrewAI Project Structure
02 Module 2: Agent and Task Engineering 3 lessons
  1. 01 CrewAI Agent Design Principles
  2. 02 CrewAI Task Design Principles
  3. 03 CrewAI Agent Prompting
03 Module 3: Process and Orchestration 4 lessons
  1. 01 CrewAI Sequential Process
  2. 02 CrewAI Hierarchical Process
  3. 03 CrewAI Orchestration Patterns
  4. 04 CrewAI Planning and Reasoning
04 Module 4: Tooling and Knowledge 5 lessons
  1. 01 CrewAI Tools System
  2. 02 CrewAI Custom Tools
  3. 03 CrewAI Tool Design Best Practices
  4. 04 CrewAI Memory and Context
  5. 05 CrewAI Knowledge and RAG
05 Module 5: Collaboration and Handoffs 2 lessons
  1. 01 CrewAI Collaboration and Delegation
  2. 02 CrewAI Conditional and Async Tasks
06 Module 6: Reliability and Production 4 lessons
  1. 01 CrewAI Observability and Debugging
  2. 02 CrewAI Testing and Evaluation
  3. 03 CrewAI Performance and Cost
  4. 04 CrewAI Safety and Guardrails
07 Module 7: Deployment and Capstones 5 lessons
  1. 01 CrewAI Deployment and Production
  2. 02 CrewAI Real World Use Cases
  3. 03 CrewAI Capstone Projects
  4. 04 CrewAI vs Other Frameworks
  5. 05 CrewAI Common Pitfalls
08 Module 8: Capstone Studio 2 lessons
  1. 01 Capstone Brief and Architecture
  2. 02 Validation, Review, and Definition of Done