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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