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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