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Duration 21 hours
Course Outline
Mastra Workflow Architecture and Foundational Concepts
- Exploring workflow primitives and orchestration layers
- Models for communication between agents and workflows
- Design patterns suited for automation-centric systems
Preparing the Environment for Workflow Automation
- Configuring workflow engines and essential supporting services
- Managing environment variables, secrets, and configuration settings
- Preparing clusters for workflow execution and agent coordination
Constructing Multi-Agent Workflows
- Sequencing tasks across multiple agents
- Establishing dependencies and coordination rules
- Managing workflow timeouts and handling edge cases
Parallelisation and Performance Optimisation
- Designing workflows capable of high concurrency
- Balancing workloads across distributed agents
- Implementing parallel execution and fan-out patterns
Observability and Troubleshooting in Multi-Agent Workflows
- Tracing workflow execution paths across systems
- Integrating dashboards via Grafana and centralised logs
- Diagnosing agent interactions and orchestration failures
Optimising Automation for Reliability
- Identifying performance bottlenecks in workflow execution
- Enhancing reliability through retries, fallback strategies, and state management
- Refining orchestration logic to ensure predictable automation outcomes
Integration with Enterprise Systems and Data Flows
- Connecting workflows to APIs, services, and event streams
- Coordinating agents across heterogeneous environments
- Aligning workflow designs with business automation requirements
Advanced Orchestration Patterns for Multi-Agent Systems
- Implementing supervisory agent patterns
- Designing long-running and human-in-the-loop workflows
- Evaluating the trade-offs between choreography and orchestration
Summary and Recommended Next Steps
Requirements
- A solid grasp of workflow and automation principles
- Hands-on experience with containerised application deployment
- Proficiency in API-driven system integration
Target Audience
- Automation Engineers
- Business Process Developers
- Teams engineering task automation systems involving multiple agents
