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Duration 21 hours
Course Outline
Mastra Workflow Architecture and Core Concepts
- Exploring workflow primitives and orchestration layers.
- Models for agent-to-workflow communication.
- 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 system configurations.
- Preparing clusters to support workflow execution and agent coordination.
Constructing Multi-Agent Workflows
- Linking tasks across multiple agents.
- Establishing dependencies and coordination rules.
- Managing workflow timeouts and edge cases.
Parallelization and Performance Strategies
- Architecting workflows for high concurrency.
- Distributing workloads across agents in a balanced manner.
- Implementing parallel execution and fan-out patterns.
Observability and Troubleshooting Multi-Agent Workflows
- Tracing workflow execution across various systems.
- Integrating dashboards using Grafana and log analysis tools.
- Diagnosing agent interactions and orchestration failures.
Automation Optimization and Reliability Engineering
- Identifying performance bottlenecks in workflow execution.
- Enhancing reliability through retries, fallback strategies, and state management.
- Refining orchestration to ensure predictable automation results.
Integration with Enterprise Systems and Data Flows
- Connecting workflows to APIs, services, and event streams.
- Coordinating agents across diverse environments.
- Aligning workflows with specific business automation needs.
Advanced Orchestration Patterns for Multi-Agent Systems
- Supervisory agent design patterns.
- Long-running workflows and human-in-the-loop interactions.
- Evaluating the trade-offs between choreography and orchestration.
Summary and Next Steps
Requirements
- A solid grasp of workflow and automation principles.
- Experience in deploying containerized applications.
- Proficiency in API-driven system integration.
Target Audience
- Automation engineers.
- Business process developers.
- Teams developing task automation systems involving multiple agents.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 4800 € + VAT*
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