# Typed output
URL: /cookbook/topics/typed-output

---
title: Typed output
description: Agents that return structured, schema-validated results instead of free-form text.
---

<RecipeGrid>
<RecipeCard slug="pydantic-ai" title={"Build a typed browser agent with Pydantic AI"} description={"Use Steel with Pydantic AI to build typed, provider-agnostic browser agents with dependency injection."} topics={['Agents', 'Typed output']} date="2026-04-29" />
<RecipeCard slug="langgraph" title={"Build a typed browser agent with LangGraph"} description={"Use Steel with LangGraph to build a typed browser agent with an explicit state-machine loop and a structured-output formatter node."} topics={['Agents', 'Typed output']} date="2026-04-29" />
<RecipeCard slug="mastra" title={"Build a typed browser agent with Mastra"} description={"Use Steel with Mastra to build a typed browser agent with the Mastra Model Router and Studio playground."} topics={['Agents', 'Typed output']} date="2026-04-29" />
<RecipeCard slug="openai-agents" title={"Build a typed browser agent with the OpenAI Agents SDK"} description={"Use Steel with the OpenAI Agents SDK for TypeScript to build typed, tool-using browser agents."} topics={['Agents', 'Typed output']} date="2026-04-23" />
<RecipeCard slug="vercel-ai-sdk" title={"Build a typed browser agent with the Vercel AI SDK"} description={"Use Steel with the Vercel AI SDK v6 ToolLoopAgent for typed, tool-using browser agents."} topics={['Agents', 'Typed output']} date="2026-04-23" />
<RecipeCard slug="vercel-ai-sdk-nextjs" title={"Stream a browser agent into a Next.js chat app"} description={"A Next.js App Router chat app where a Vercel AI SDK agent drives a Steel cloud browser with embedded Live View."} topics={['Agents', 'Typed output', 'Next.js']} date="2026-04-23" />
</RecipeGrid>