mastra

To find current Mastra documentation, check embedded docs within your installed packages first, then fall back to remote docs to verify API signatures for the installed version. This ensures you reference up-to-date usage patterns for agents and workflows.

In Mastra, agents and workflows differ in their execution patterns: agents handle autonomous interactions using tools and memory, while workflows orchestrate structured multi-step processes. Both support RAG and require specific TypeScript model formats to prevent compatibility issues.

Yes, TypeScript is required to build Mastra agents and workflows. Meeting TypeScript requirements and following model format recommendations prevents compatibility issues when implementing tools, memory, and RAG components in your applications.

The best way to start building Mastra applications is to install Mastra packages locally and consult embedded docs first. This quick-start pattern ensures you use current APIs and verify signatures before implementing agents, workflows, tools, memory, or RAG.

Your Mastra code may use outdated API signatures if you are not referencing the installed version's documentation. Locating embedded docs within installed packages or falling back to remote docs verifies current API signatures and prevents compatibility issues.