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Duration 21 hours
Course Outline
Mastra Workflow Architecture and Core Concepts
- Exploring workflow primitives and underlying orchestration layers.
- Examining communication models between agents and workflows.
- Applying design patterns specific to automation-centric systems.
Environment Setup for Workflow Automation
- Configuring workflow engines and their supporting services.
- Handling environment variables, secrets, and system configurations.
- Preparing clusters for efficient workflow execution and agent coordination.
Constructing Multi-Agent Workflows
- Linking tasks sequentially across multiple agents.
- Establishing dependencies and defining coordination rules.
- Managing workflow timeouts and addressing edge cases.
Parallelization and Performance Strategies
- Architecting workflows to support high concurrency.
- Distributing workloads effectively among agents in a distributed environment.
- Implementing parallel execution and fan-out patterns for optimal performance.
Observability and Troubleshooting in Multi-Agent Workflows
- Tracing workflow execution paths across various systems.
- Incorporating Grafana dashboards and log analysis for insights.
- Diagnosing agent interactions and resolving orchestration failures.
Automation Optimization and Reliability Engineering
- Detecting and addressing bottlenecks in workflow execution.
- Enhancing system reliability through retries, fallback strategies, and state management.
- Refining orchestration logic to achieve predictable automation outcomes.
Integration with Enterprise Systems and Data Flows
- Connecting workflows to external APIs, services, and event streams.
- Coordinating agents operating across heterogeneous environments.
- Aligning technical workflows with broader 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 centralized orchestration.
Conclusion and Next Steps
Requirements
- A solid grasp of core workflow and automation principles.
- Practical experience in deploying containerized applications.
- Comfort with API-driven system integration methods.
Intended Audience
- Automation engineers.
- Business process developers.
- Teams developing multi-agent task automation systems.
