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Course Outline

Mastra Workflow Architecture and Core Concepts

  • Exploring workflow primitives and orchestration layers.
  • Understanding agent-to-workflow communication models.
  • Identifying design patterns for automation-centric systems.

Environment Preparation for Workflow Automation

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

Building Multi-Agent Workflows

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

Parallelization and Performance Strategies

  • Designing workflows to support 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 Grafana dashboards and logs for monitoring.
  • Debugging agent interactions and orchestration failures.

Automation Optimization and Reliability Engineering

  • Identifying bottlenecks in workflow execution.
  • Enhancing reliability through 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

  • Exploring supervisory agent patterns.
  • Managing long-running and human-in-the-loop workflows.
  • Evaluating trade-offs between choreography and orchestration.

Summary and Next Steps

Requirements

  • Familiarity with workflow and automation concepts.
  • Experience deploying containerized applications.
  • Understanding of API-driven system integration.

Audience

  • Automation engineers.
  • Business process developers.
  • Teams developing task automation systems utilizing multiple agents.
 21 Hours

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