Abhi Aiyer
CTO
Abhi Aiyer is the founder and CTO of Mastra. Previously, he was a principal engineer at Netlify and Gatsby, where he worked on developer tooling and infrastructure at scale.
Posts by Abhi Aiyer
Agent memory platform: how AI agents store, retrieve, and use context
Learn how an agent memory platform stores, retrieves, and applies context across sessions. Covers memory types, retrieval pipelines, tools, and evaluation.
Agent systems: architectures, patterns, and how to build for production
Learn how agent systems work, when to use single vs. multi-agent architectures, and how to build agent systems with context engineering and observability.
Agentic RAG: how it works, core architectures, and production tradeoffs
Learn how agentic RAG improves on traditional retrieval with multi-hop reasoning, self-correction, and production-ready orchestration in TypeScript.
AI workflows: what they are, how they work, and how to build them
AI workflows combine LLMs, tools, and orchestration logic to automate complex tasks. Learn key components, use cases, and how to monitor them.
How to build AI agents: a practical guide for developers
Learn how to build AI agents in TypeScript with practical patterns for tool design, guardrails, evals, and production-ready deployment.
LLM observability platform: a complete guide for AI teams
Learn how to instrument, monitor, and evaluate LLM apps in production with traces, metrics, evals, and the right observability platform for your stack.
The evolution of AgentNetwork
We've unified multi-agent coordination under a new .network() primitive—read about our journey, the experiments, and how you can use it to orchestrate collaborative agents simply.
An Honest Skeptic Meets Mastra: Matt Pocock's Live Review
Typescript leader Matt Pocock builds, breaks, and reacts to Mastra in real time.
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
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?
Building workflows with Mastra
A few patterns for building workflows