Course Outline

Mastra Workflow Architecture and Core Concepts

  • Understanding workflow primitives and orchestration layers
  • Agent-to-workflow communication models
  • Design patterns for automation-centric systems

Environment Preparation for Workflow Automation

  • Setting up workflow engines and supporting services
  • Managing environment variables, secrets, and configuration
  • Preparing clusters for workflow execution and agent coordination

Building Multi-Agent Workflows

  • Chaining tasks across multiple agents
  • Defining dependencies and coordination rules
  • Handling workflow timeouts and edge cases

Parallelization and Performance Strategies

  • Designing workflows for high concurrency
  • Balancing workloads across distributed agents
  • Implementing parallel execution and fan-out patterns

Observability and Troubleshooting Multi-Agent Workflows

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

Automation Optimization and Reliability Engineering

  • Identifying bottlenecks in workflow execution
  • Improving reliability with retries, fallback strategies, and state management
  • Refining orchestration for 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 requirements

Advanced Orchestration Patterns for Multi-Agent Systems

  • Supervisory agent patterns
  • Long-running and human-in-the-loop workflows
  • Choreography versus orchestration trade-offs

Summary and Next Steps

Requirements

  • An understanding of workflow or automation concepts
  • Experience with containerized application deployment
  • Familiarity with API-driven system integration

Audience

  • Automation engineers
  • Business process developers
  • Teams building task automation systems with multiple agents
 21 Hours

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