Mastra Workflow Automation & Multi-Agent Orchestration Training Course

Mastra Workflow Architecture and Core Concepts

• Exploring workflow primitives and orchestration layers
• Models for agent-to-workflow communication
• Design patterns for automation-focused systems

Preparing the Environment for Workflow Automation

• Configuring workflow engines and associated support services
• Managing environment variables, secrets, and configuration settings
• 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

Parallelisation and Performance Strategies

• Structuring workflows to support high concurrency
• Optimising workload distribution among distributed agents
• Implementing parallel execution and fan-out patterns

Observability and Troubleshooting Multi-Agent Workflows

• Tracing workflow execution across various systems
• Integrating dashboards using Grafana and log analysis
• Debugging agent interactions and orchestration failures

Automation Optimisation and Reliability Engineering

• Identifying bottlenecks in workflow execution
• Enhancing reliability through retries, fallback strategies, and state management
• Refining orchestration to achieve predictable automation outcomes

Integration with Enterprise Systems and Data Flows

• Connecting workflows to APIs, services, and event streams
• Coordinating agents across heterogeneous 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
• Trade-offs between choreography and orchestration

Summary and Next Steps