Schulungsübersicht

Introduction to Mastra

  • Overview of AI frameworks for TypeScript
  • Key features and advantages of Mastra
  • Installation and project setup

Understanding the Mastra Architecture

  • Core components and system design
  • Agents, workflows, and memory architecture
  • Integration points with APIs and LLMs

Building AI Agents

  • Creating simple agents with TypeScript
  • Using tools and context in agent reasoning
  • Composing multi-step AI tasks

Workflows and Automation

  • Designing agent-driven workflows
  • Triggering and managing async tasks
  • Error handling and process control

RAG (Retrieval-Augmented Generation) Integration

  • Implementing document retrieval and indexing
  • Connecting external knowledge bases
  • Optimizing responses using contextual data

Observability and Debugging

  • Monitoring agent activity and logs
  • Performance profiling and optimization
  • Debugging workflows and tracking outcomes

Deployment and Scaling

  • Deploying Mastra applications to production
  • Integration with cloud infrastructure
  • Security and scaling best practices

Best Practices and Enterprise Use Cases

  • Governance, auditability, and reliability considerations
  • Case studies from enterprise implementations
  • Future directions and community roadmap

Summary and Next Steps

Voraussetzungen

  • An understanding of JavaScript and TypeScript fundamentals
  • Experience with REST APIs or backend development
  • Basic familiarity with AI or LLM concepts

Audience

  • Software engineers working on AI or automation solutions
  • Engineering leads building agent-driven systems
  • Developers exploring enterprise-grade TypeScript AI frameworks
 14 Stunden

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