How we use LLMs at Mastra to design clean, intuitive APIs by improving naming, structure, and developer workflow.
How Mastra enhances Vercel's AI SDK with agent primitives, RAG pipelines, and evaluation capabilities
Major updates including AI SDK integration, optimized bundle size through subpath imports, and enhanced storage layer with tracing capabilities
A technical guide to implementing agent memory in Mastra, covering storage, vector search, and context management
New Memory API, speech providers, vector store integrations, and core improvements
How do we apply the lessons learned from the last decade of DevOps to manage, deploy, and operate AI agents at scale?
A demo using Mastra to show how multiple AI agents can work together to plan travel itineraries.
Building a world where every API has a chat endpoint
New `mastra build` command, evals in dev playground, new model support, and an abstracted deployer package
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.
Use Mastra's TTS system with OpenAI's speech models to create text-to-speech applications, covering voice selection, audio generation, streaming capabilities
Mastra's changelog for Jan 10th, 2025 through Jan 17th, 2025
