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 Duration 14 hours

Course Outline

Foundational Overview of Mastra

  • Survey of TypeScript-based AI frameworks
  • Primary capabilities and strategic benefits of Mastra
  • Configuration standards and project initialization

Analysis of Mastra System Architecture

  • Core modular components and structural design
  • Architectural patterns for agents, workflows, and memory
  • Interoperability protocols with APIs and Large Language Models (LLMs)

Development of AI Agents

  • Construction of fundamental agents using TypeScript
  • Incorporation of tools and contextual data in reasoning processes
  • Orchestration of complex, multi-stage AI operations

Workflow Orchestration and Automation

  • Structuring autonomous, agent-driven procedures
  • Execution and oversight of asynchronous tasks
  • Exception management and lifecycle control mechanisms

Integration of Retrieval-Augmented Generation (RAG)

  • Establishing document indexing and retrieval systems
  • Linking external knowledge repositories
  • Enhancing output quality through contextual data optimization

System Observability and Diagnostic Protocols

  • Surveillance of agent operations and log analysis
  • Performance benchmarking and efficiency tuning
  • Workflow diagnosis and outcome verification

Production Deployment and Scalability

  • Rollout of Mastra applications to operational environments
  • Alignment with cloud infrastructure standards
  • Security protocols and scalability strategies

Best Practices and Enterprise Application Scenarios

  • Frameworks for governance, audit trails, and system reliability
  • Analytical reviews of enterprise-level implementations
  • Strategic outlook and community development plans

Conclusions and Recommended Action Items

Requirements

  • Competence in JavaScript and TypeScript foundational principles
  • Proficiency in RESTful API integration or backend system development
  • Fundamental understanding of AI and Large Language Model (LLM) paradigms

Target Audience

  • Software engineers developing AI or automation solutions for government and enterprise sectors
  • Engineering managers responsible for agent-driven system architectures
  • Developers evaluating enterprise-grade TypeScript AI frameworks for public sector deployment

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