Mastra - Typescript AI Framework Training in Marina Bay

Mastra - Typescript AI Framework Training in Marina Bay, Singapore

This course is a developer-focused, hands-on program designed to teach how to build production-grade AI applications using Mastra with TypeScript.

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Mastra - Typescript AI Framework Training is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Mastra - Typescript AI Framework Training course with hands-on, instructor-led sessions. The Mastra – TypeScript AI Framework Training is a developer-focused, hands-on program designed to teach how to build production-grade AI...

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: DJP10
14 Hrs
Last Updated: April 2026

Course Rating5/5

The Mastra – TypeScript AI Framework Training is a developer-focused, hands-on program designed to teach how to build production-grade AI applications using Mastra with TypeScript.
The course covers AI app architecture, agent workflows, tool integration, LLM orchestration, state management, and deployment patterns, enabling teams to create scalable, maintainable, and enterprise-ready AI systems in a modern TypeScript stack.

This training is ideal for frontend, backend, and full-stack developers building AI-powered web and service applications.

Welcome to the official Mastra - Typescript AI Framework Training certification program in Marina Bay, Singapore. 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.

Working knowledge of TypeScript and JavaScript
Familiarity with Node.js and modern web development
Basic understanding of APIs and async programming
Introductory knowledge of Generative AI concepts is helpful

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

Build AI-powered applications using Mastra and TypeScript
Design agent-based and workflow-driven AI systems
Integrate LLMs, tools, and external services
Implement structured outputs and validation
Manage state, memory, and context in AI apps
Deploy and operate AI services in production

Mastra framework fundamentals
TypeScript-based AI app architecture
AI agent and workflow orchestration
Tool and API integration
Prompting and structured outputs
State, memory, and context handling
Production deployment and monitoring

Mastra architecture understanding
Agent and workflow design
Tool and API integration
Reliability and error handling
Production readiness

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

Introduction to Mastra & AI App Architecture

What is Mastra and where it fits
AI application patterns in TypeScript
Monolith vs microservice AI architectures
Designing maintainable AI systems

Mastra Project Setup & Core Concepts

Setting up a Mastra + TypeScript project
Project structure and configuration
Core abstractions in Mastra
Environment and secrets management

LLM Integration & Providers

Connecting LLM providers
Managing API keys and configurations
Handling responses and errors
Cost and latency considerations

Prompting & Structured Outputs

Prompt templates in Mastra
Enforcing structured (JSON/schema) outputs
Validation and error handling
Reliable AI response design

Building AI Agents with Mastra

Agent concepts and responsibilities
Tool-using agents
Task-based vs goal-based agents
Human-in-the-loop agent patterns

Workflow & Orchestration Patterns

Multi-step AI workflows
Chaining and branching logic
Conditional execution
Orchestrating complex AI tasks

Tool & API Integration

Connecting agents to external APIs
Database and file system tools
Internal service integration
Secure and controlled tool usage

State, Memory & Context Management

Short-term vs long-term memory
Context persistence strategies
Sharing state across workflows
Avoiding context bloat

Error Handling & Reliability

Retry and fallback strategies
Timeout and circuit breaker patterns
Observability for AI workflows
Debugging AI-driven applications

Performance & Cost Optimization

Token and request optimization
Caching and reuse
Parallelism and async patterns
Scaling AI workloads efficiently

Security & Governance

Protecting secrets and credentials
Tool permissioning and sandboxing
Audit trails and logging
Responsible AI usage in apps

Testing AI Applications

Unit testing AI components
Mocking LLM responses
Regression testing for prompts
Quality and consistency checks

Deployment & Production Operations

Deploying Mastra apps
CI/CD for AI services
Monitoring and alerting
Versioning and rollout strategies

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 - Typescript AI Framework Training Events in marina-bay

Online Events

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More Upcoming Session Dates

November 2026

🌐 Online Instructor-Led

4th Nov 2026→5th Nov 2026

📍 Marina Bay, Singapore

7th Nov 2026→8th Nov 2026

📍 Marina Bay, Singapore

22nd Nov 2026→23rd Nov 2026

🌐 Online Instructor-Led

25th Nov 2026→26th Nov 2026

December 2026

🌐 Online Instructor-Led

1st Dec 2026→2nd Dec 2026

📍 Marina Bay, Singapore

4th Dec 2026→5th Dec 2026

🌐 Online Instructor-Led

26th Dec 2026→27th Dec 2026

📍 Marina Bay, Singapore

27th Dec 2026→28th Dec 2026

January 2027

🌐 Online Instructor-Led

8th Jan 2027→9th Jan 2027

📍 Marina Bay, Singapore

11th Jan 2027→12th Jan 2027

📍 Marina Bay, Singapore

19th Jan 2027→20th Jan 2027

🌐 Online Instructor-Led

22nd Jan 2027→23rd Jan 2027

Events for other courses in Marina Bay, Singapore

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Mastra - Typescript AI Framework Training in Marina Bay