Mastra Workflow Automation & Multi-Agent Orchestration Training Course

Mastra Workflow Architecture and Core Concepts

• Examining workflow primitives and orchestration layers
• Models for communication between agents and workflows
• Design patterns for automation-centric systems

Environment Setup for Workflow Automation

• Configuring workflow engines and supporting services
• Managing environment variables, secrets, and configurations
• Preparing clusters for workflow execution and agent coordination

Developing Multi-Agent Workflows

• Linking tasks across multiple agents
• Establishing dependencies and coordination rules
• Addressing workflow timeouts and edge cases

Parallelization and Performance Optimization

• Creating workflows for high concurrency
• Distributing workloads across agents
• Applying parallel execution and fan-out patterns

Observability and Troubleshooting Multi-Agent Workflows

• Tracking workflow execution across systems
• Integrating Grafana dashboards and logging
• Diagnosing agent interactions and orchestration failures

Automation Optimization and Reliability Engineering

• Identifying bottlenecks in workflow execution
• Enhancing reliability via retries, fallbacks, and state management
• Tuning orchestration for predictable automation results

Integration with Enterprise Systems and Data Flows

• Connecting workflows to APIs, services, and event streams
• Coordinating agents across diverse environments
• Aligning workflows with business automation needs

Advanced Orchestration Patterns for Multi-Agent Systems

• Supervisory agent patterns
• Long-running and human-in-the-loop workflows
• Evaluating trade-offs between choreography and orchestration

Summary and Next Steps