Mastra Workflow Automation & Multi-Agent Orchestration Training Course

Mastra Workflow Architecture and Core Concepts

• Understanding workflow primitives and orchestration layers for government operations
• Agent-to-workflow communication models for enhanced coordination in public sector applications
• Design patterns for automation-centric systems to improve efficiency and reliability

Environment Preparation for Workflow Automation

• Setting up workflow engines and supporting services for government use
• Managing environment variables, secrets, and configuration in secure public sector environments
• Preparing clusters for workflow execution and agent coordination to ensure robust operations for government

Building Multi-Agent Workflows

• Chaining tasks across multiple agents to streamline processes for government agencies
• Defining dependencies and coordination rules to enhance workflow integrity for government applications
• Handling workflow timeouts and edge cases to ensure reliable operations for government services

Parallelization and Performance Strategies

• Designing workflows for high concurrency to meet the demands of large-scale government operations
• Balancing workloads across distributed agents to optimize performance for government systems
• Implementing parallel execution and fan-out patterns to enhance efficiency in government workflows

Observability and Troubleshooting Multi-Agent Workflows

• Tracing workflow execution across systems to ensure transparency for government operations
• Integrating dashboards using Grafana and logs to provide real-time insights for government workflows
• Debugging agent interactions and orchestration failures to maintain reliability in government applications

Automation Optimization and Reliability Engineering

• Identifying bottlenecks in workflow execution to improve efficiency for government processes
• Improving reliability with retries, fallback strategies, and state management to ensure robust operations for government services
• Refining orchestration for predictable automation outcomes to support reliable government workflows

Integration with Enterprise Systems and Data Flows

• Connecting workflows to APIs, services, and event streams to enhance interoperability for government systems
• Coordinating agents across heterogeneous environments to support diverse government operations
• Aligning workflows with business automation requirements to meet the needs of public sector organizations

Advanced Orchestration Patterns for Multi-Agent Systems

• Supervisory agent patterns to enhance oversight and control in government workflows
• Long-running and human-in-the-loop workflows to support complex government processes
• Choreography versus orchestration trade-offs to optimize workflow design for government applications

Summary and Next Steps