Tyler Barnes

Tyler Barnes

Founding Engineer

Tyler Barnes (BC, Canada) is a founding engineer at Mastra, focusing on all things related to agents (memory, tools, model routing, etc). Previously, he was a staff software engineer at Gatsby and Netlify, working on open-source developer tooling, GraphQL APIs, and large scale data ingestion.

8 posts·2 research papers

Posts by Tyler Barnes

Jun 3, 2026

Announcing Agent Signals

A context engineering primitive for interacting with running agents.

Tyler BarnesWorkflows
Feb 24, 2026

Announcing Mastra Code: A coding agent that never compacts

An open-source TUI coding agent with observational memory that compresses context without losing it.

Tyler BarnesCoding Agents
Feb 9, 2026

Announcing Observational Memory

A human-inspired memory system that scores ~95% on LongMemEval — with a completely stable context window.

Tyler BarnesMemory
Oct 9, 2025

Introducing Mastra Model Router: 600+ models, one API, zero package installs

Access 600+ LLM models from 40+ providers with a single string. Full TypeScript autocomplete turns your IDE into a model search engine.

Tyler BarnesModels & Routing
Jul 17, 2025

Yes, you can use RAG for agent memory

How we spent $8k to prove RAG isn’t dead

Tyler BarnesMemory
Mar 18, 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.

Tyler BarnesMCP
Mar 5, 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.

Tyler BarnesMCP
Feb 4, 2025

Using Mastra's Agent Memory API

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

Tyler BarnesMemory