2 posts tagged with "AI Agents"

I have been working on mastra-azure-ai-search, an Azure AI Search vector store provider for Mastra.

The reason is simple: I opened the integration work upstream in Mastra, but the PR has not been approved yet. Rather than keep the adapter blocked inside a pending pull request, I decided to publish it as a standalone package so it can be used, tested and improved now.

Two ways to build production AI agents​

In recent months many frameworks for building AI agents have emerged. Two approaches I find particularly interesting are:

• Mastra, an all-TypeScript agent framework that feels natural if your stack is Node-based.
• Microsoft Agent Framework + Azure AI Foundry (Azure AI Agents), Microsoft's offering that pairs an orchestration library with a managed agent service on Azure.

At first glance they look like different worlds, but they share a similar mental model: agents that keep conversations via threads/sessions, messages, and runs.