Mastra AI Agent Development Training in Madrid

Mastra AI Agent Development Training in Madrid, Spain

This program designed to teach how to build, deploy, and manage AI agents using the Mastra framework.

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Mastra AI Agent Development Training is a professional training program delivered by ProgNXT in Madrid, Spain. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Mastra AI Agent Development Training course with hands-on, instructor-led sessions. The Mastra AI Agent Development Training is a hands-on program designed to teach how to build, deploy, and manage AI agents using the Mastra...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: NTD58
14 Hrs
Last Updated: April 2026

Course Rating5/5

The Mastra AI Agent Development Training is a hands-on program designed to teach how to build, deploy, and manage AI agents using the Mastra framework.

The course focuses on developing production-grade AI agents with structured workflows, tool integration, memory, and orchestration, enabling teams to build reliable, scalable, and governed agent-based systems.

This training is ideal for developers, AI engineers, and platform teams building agent-driven applications.

Welcome to the official Mastra AI Agent Development Training certification program in Madrid, Spain. This comprehensive training is designed to elevate your professional skills and provide you with practical, industry-relevant knowledge locally. As a globally recognized corporate training provider operating in 55+ countries, ProgNXT ensures that our curriculum meets the highest standards of excellence.

Whether you are looking to upskill your team or advance your personal career, our expert-led sessions will guide you through the core concepts of this domain. Upon successful completion of the 14 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

Strong JavaScript/TypeScript fundamentals
Familiarity with APIs and backend development
Basic understanding of LLMs and prompt engineering
Experience with Node.js and modern web stacks recommended

By the end of this training, participants will be able to:

Understand Mastra agent architecture
Build and configure Mastra AI agents
Design multi-step agent workflows
Integrate agents with tools and APIs
Implement memory and state management
Deploy and operate agent systems in production

Mastra framework fundamentals
AI agent design and orchestration
Tool and API integration
Workflow and state management
Agent testing and debugging
Production deployment for agents
Governance and safety controls

Agent architecture and workflow design
Tool and RAG integration
Reliability and error handling
Security and governance implementation
Production readiness

Participants who attend all sessions and successfully complete the course assessments will receive a ProgNXT Certificate of Completion.

Introduction to AI Agents & Mastra

What are AI agents?
Where Mastra fits in the agent ecosystem
Mastra architecture overview
Use cases for Mastra-based agents

Mastra Project Setup & Environment

Installing Mastra
Project structure and configuration
Environment variables and secrets
Connecting to LLM providers

Building Your First Mastra Agent

Creating a basic agent
Defining agent goals and roles
System prompts and behavior configuration
Running and testing the agent

Agent Tools & Function Integration

Connecting agents to tools
File system and database tools
API and service integrations
Safe tool execution patterns

Workflow & Orchestration Design

Designing multi-step workflows
Sequential and parallel task execution
Conditional branching
Workflow state transitions

Memory & Context Management

Short-term vs long-term memory
Persisting agent state
Context window optimization
Preventing memory drift

Multi-Agent Systems with Mastra

Designing collaborating agents
Role separation and communication
Agent coordination patterns
Managing agent dependencies

Structured Outputs & Validation

Enforcing JSON and schema outputs
Validating agent responses
Error handling for invalid outputs
Reliability patterns

RAG & Knowledge Integration

Integrating vector databases
Document ingestion pipelines
Knowledge-grounded agents
Reducing hallucinations with retrieval

Human-in-the-Loop & Supervision

Approval gates and review steps
Supervisor and reviewer agents
Manual override mechanisms
Safe autonomy design

Testing & Debugging Agents

Unit testing agent logic
Conversation and workflow testing
Debugging failed tool calls
Improving agent reliability

Performance & Cost Optimization

Token usage optimization
Caching strategies
Latency reduction
Cost monitoring and limits

Security, Privacy & Governance

Securing agent tools and data
Role-based access control
Audit logs and traceability
Compliance and governance patterns

Deployment & Production Operations

Deploying Mastra agents
CI/CD for agent systems
Monitoring and observability
Versioning agents and workflows

Hands-on Exercises

Summary and Conclusion

Participants will receive course materials, slides, reference materials, exercises and access to resources for further learning.

Participants will be evaluated based on: Daily quizzes, mock questions and query resolution. Group Discussion and Case Study Discussion. Assessment will be through hands-on labs, quizzes, and hands-on exercises.

ProgNXT Certificate of Completion will be awarded to participants who complete the course and pass the evaluations.

Mastra AI Agent Development Training Events in madrid

Online Events

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More Upcoming Session Dates

November 2026

🌐 Online Instructor-Led

4th Nov 2026→5th Nov 2026

📍 Madrid, Spain

8th Nov 2026→9th Nov 2026

🌐 Online Instructor-Led

19th Nov 2026→20th Nov 2026

📍 Madrid, Spain

24th Nov 2026→25th Nov 2026

December 2026

🌐 Online Instructor-Led

1st Dec 2026→2nd Dec 2026

📍 Madrid, Spain

5th Dec 2026→6th Dec 2026

🌐 Online Instructor-Led

24th Dec 2026→25th Dec 2026

📍 Madrid, Spain

25th Dec 2026→26th Dec 2026

Events for other courses in Madrid, Spain

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Mastra AI Agent Development Training in Madrid