Mastra Workflow Automation & Multi-Agent Orchestration Training Course

Mastra Workflow Architecture and Core Concepts

• Exploring workflow primitives and orchestration layers
• Communication models between agents and workflows
• Design patterns for automation-focused systems

Preparing the Environment for Workflow Automation

• Configuring workflow engines and auxiliary 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
• Managing workflow timeouts and edge cases

Parallelization and Performance Strategies

• Creating workflows for high concurrency
• Distributing workloads among agents in a distributed setup
• Implementing parallel execution and fan-out patterns

Observability and Troubleshooting Multi-Agent Workflows

• Tracking workflow execution across various systems
• Integrating Grafana dashboards and logging tools
• Diagnosing agent interactions and orchestration issues

Optimizing Automation and Reliability Engineering

• Pinpointing bottlenecks in workflow execution
• Boosting reliability through retries, fallback strategies, and state management
• Refining orchestration to ensure predictable automation results

Integrating 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
• Trade-offs between choreography and orchestration

Summary and Next Steps