Blog

PDF-to-Blog: Giving documents a second life with Mastra and Mistral OCR

A technical guide showing how to build a PDF-to-blog converter using Mastra and Mistral OCR

Apr 11, 2025

Announcing Mastra's MCP Registry Registry

Mastra's MCP Registry Registry simplifies the process of finding MCP registries.

Apr 10, 2025

Mastra Text-to-SQL: from natural language to database queries

Use Mastra's Text-to-SQL system to convert natural language to database queries

Apr 4, 2025

Mastra Changelog 2025-04-02

Mastra's Latest Updates: API routing, memory processors, and more

Apr 2, 2025

Mastra Storage: a flexible storage system for AI Applications

A look at how Mastra's storage system simplifies building AI applications by managing workflows, memory, traces, and eval data with flexible storage backends.

Apr 1, 2025

Mastra Changelog 2025-03-27

Mastra's Latest Updates: Nested Workflows, Voice to Voice, and more

Mar 27, 2025

The Voice Connection: Mastra's Speech-to-Speech Capabilities

We've expanded Mastra Voice with real-time speech-to-speech capabilities for Agents.

Mar 26, 2025

Optimizing Mastra for Seamless Edge Deployments

Exploring a recent handful of Mastra optimizations that help it run smoothly on edge functions

Mar 25, 2025

Mastra Changelog 2025-03-20

Mastra MCP documentation server, AgentNetwork updates, and more

Mar 20, 2025

Introducing Mastra MCP Documentation Server

We built a Mastra MCP documentation server that provides AI assistants and IDE's with direct access to Mastra.ai's complete knowledge base.

Mar 18, 2025

Mastra Changelog 2025-03-14

Major workflow enhancements, new Mastra Voice features, and more

Mar 14, 2025

Announcing our new book: Principles of Building AI agents

Mastra founder Sam Bhagwat is excited to announce the release of our new book: Principles of Building AI agents. This book is a guide for developers who want to rapidly build AI applications.

Mar 12, 2025

AI Beats Laboratory: A Multi-Agent Music Generation System

A demo using Mastra to show how multiple AI agents can work together to generate music

Mar 11, 2025

Integrating Mastra with Next.js: Two Approaches for AI-Powered Apps

A comprehensive guide to adding Mastra's agent capabilities to your Next.js applications, with flexible integration options for projects of any size

Mar 6, 2025

Why We're All-In on MCP

A deep dive into why Mastra is adopting Model Context Protocol (MCP) for AI tool integration, comparing it with Agents.json and Composio, addressing current limitations in discovery, quality, and configuration, and providing a framework-friendly proposal with practical code examples for implementation.

Mar 5, 2025

Building a Code Assistant with Large Context Windows

How we used Mastra and Gemini Flash 2.0 to build a natural language interface for code repositories

Mar 5, 2025

Mastra Changelog 2025-03-04

Introducing Masta Cloud and Mastra Voice (as well as a few other things)

Mar 4, 2025

From Whiteboard to Excalidraw: Building a Multi-Agent Workflow

How we built a whiteboard image to Excalidraw converter using Mastra's multi-agent workflows, and what we learned about breaking down complex AI tasks into deterministic steps with validation loops.

Feb 28, 2025

Giving Agents a Voice

Mastra Voice lets developers add speech-to-text and text-to-speech capabilities to AI agents using a straightforward API

Feb 27, 2025

Benchmarking pgvector RAG performance across different dataset sizes

How we used LLMs to do API design at Mastra

Feb 26, 2025

Mastra is moving into beta

Mastra moving into beta

Feb 20, 2025

Solving the hardest problem in computer science with LLMs

How we used LLMs to do API design at Mastra

Feb 14, 2025

Using AI SDK with Mastra

How Mastra enhances Vercel's AI SDK with agent primitives, RAG pipelines, and evaluation capabilities

Feb 13, 2025

Mastra Changelog 2025-02-10

Major updates including AI SDK integration, optimized bundle size through subpath imports, and enhanced storage layer with tracing capabilities

Feb 11, 2025

Using Mastra's Agent Memory API

A technical guide to implementing agent memory in Mastra, covering storage, vector search, and context management

Feb 4, 2025

Mastra Changelog 2025-01-31

New Memory API, speech providers, vector store integrations, and core improvements

Jan 31, 2025

Baby steps towards AI Ops

How do we apply the lessons learned from the last decade of DevOps to manage, deploy, and operate AI agents at scale?

Jan 30, 2025

Multi-Agent AI Travel Planning with Mastra

A demo using Mastra to show how multiple AI agents can work together to plan travel itineraries.

Jan 28, 2025

Every API needs a natural language endpoint

Building a world where every API has a chat endpoint

Jan 25, 2025

Mastra Changelog 2025-01-24

New `mastra build` command, evals in dev playground, new model support, and an abstracted deployer package

Jan 24, 2025

Introducing Evals in Mastra

A guide to Mastra's evaluation metrics suite, demonstrating how to measure and validate AI model outputs across dimensions including answer relevancy, completeness, content similarity, context usage, and tone consistency.

Jan 20, 2025

Introducing TTS in Mastra

Use Mastra's TTS system with OpenAI's speech models to create text-to-speech applications, covering voice selection, audio generation, streaming capabilities

Jan 20, 2025

Mastra Changelog 2025-01-17

Mastra's changelog for Jan 10th, 2025 through Jan 17th, 2025

Jan 17, 2025

Setting up a RAG pipeline with Mastra

A guide to setting up a simple RAG pipeline with Mastra

Jan 16, 2025

Building a NotebookLM clone with an agent orchestrator

A technical guide showing how to build a NotebookLM clone that transforms documents into AI-generated podcasts using Mastra's agent orchestration, Pgvector vector storage, and LlamaIndex for content processing.

Jan 16, 2025

Building workflows with Mastra

A few patterns for building workflows

Jan 13, 2025

Mastra Changelog 2025-01-10

Mastra's changelog for Dec 27th 2024 through Jan 10th, 2025

Jan 10, 2025

A framework for the next million AI developers

The next generation of AI products will be built with Apis written in Typescript

Nov 20, 2024

AI engineering, two years later

What's changed in AI engineering over the last two years: models, agents, knowledge, tracing, evals

Nov 11, 2024