# Cross-link map: Vercel Queues (/docs/queues)

> From the Vercel docs graph (built 2026-10-29T06:02:06.399Z), spanning vercel.com docs + KB, nextjs.org, ai-sdk.dev, and other Vercel documentation sites. Full graph as JSON: https://vercel.com/docs/graph.json

## Semantically closest pages

- [Vercel Queues: JS SDK Reference](https://vercel.com/docs/queues/sdk) — Publish and consume messages with the Vercel Queues SDK for JavaScript and TypeScript.
- [Vercel Queues now in public beta](https://vercel.com/changelog/vercel-queues-now-in-public-beta)
- [Quickstart](https://vercel.com/docs/queues/quickstart) — Set up Vercel Queues with the SDK.
- [Queues concepts](https://vercel.com/docs/queues/concepts) — Learn delivery, retries, visibility timeouts, and deployment isolation in Vercel Queues.
- [Poll Mode](https://vercel.com/docs/queues/poll-mode) — Consume messages from Vercel Queues by polling on your own schedule, from any environment.

## This page links to (10)

- [Running Agent Harnesses Durably on Vercel](https://vercel.com/docs/agent-harnesses) — Run Pi, fx, OpenCode, eve, Claude Code, and Codex on Vercel so a crash, a function timeout, or a redeploy resumes the ag
- [API Reference](https://vercel.com/docs/queues/api) — HTTP API reference for Vercel Queues. Publish, consume, acknowledge, and manage messages.
- [Queues concepts](https://vercel.com/docs/queues/concepts) — Learn delivery, retries, visibility timeouts, and deployment isolation in Vercel Queues.
- [Queues Observability](https://vercel.com/docs/queues/observability) — Monitor queue throughput, message age, retries, and consumer performance to optimize your queue-based workflows.
- [Poll Mode](https://vercel.com/docs/queues/poll-mode) — Consume messages from Vercel Queues by polling on your own schedule, from any environment.
- [Pricing and Limits](https://vercel.com/docs/queues/pricing) — Understand how Vercel Queues billing works, what's included, and which service limits apply.
- [Vercel Queues: Python SDK Reference](https://vercel.com/docs/queues/python-sdk) — Publish and consume messages with the Vercel Queues Python SDK.
- [Quickstart](https://vercel.com/docs/queues/quickstart) — Set up Vercel Queues with the SDK.
- [Vercel Queues: JS SDK Reference](https://vercel.com/docs/queues/sdk) — Publish and consume messages with the Vercel Queues SDK for JavaScript and TypeScript.
- [Vercel Workflows](https://vercel.com/docs/workflows) — Build agents and applications that retry failed steps, wait for external events, and resume across crashes and deploymen

## Pages that link here (66)

By site: vercel-changelog (6) · vercel-kb (41) · vercel-web (3) · vercel-docs (16)

### From vercel-changelog

- [Build with OpenAI Agents API on Vercel](https://vercel.com/changelog/build-with-openai-agents-api-on-vercel)
- [Vercel Queues now supports 7-day message TTL](https://vercel.com/changelog/queues-now-supports-7-day-ttl)
- [Run background tasks with Celery on Vercel](https://vercel.com/changelog/run-background-tasks-with-celery-on-vercel)
- [Vercel Daemons is now in public beta](https://vercel.com/changelog/vercel-daemons-is-now-in-public-beta)
- [Vercel Functions can now run up to 30 minutes](https://vercel.com/changelog/vercel-functions-can-now-run-up-to-30-minutes)
- [Vercel Queues now in public beta](https://vercel.com/changelog/vercel-queues-now-in-public-beta)

### From vercel-kb

- [How to architect an AI evaluation dashboard on Vercel](https://vercel.com/kb/guide/ai-evaluation-dashboard-architecture-on-vercel) — Map eval orchestration, traces, and run storage to AI Gateway, Observability, and Marketplace Postgres, and learn when s
- [Astro on Vercel vs Webflow Cloud](https://vercel.com/kb/guide/astro-on-vercel-vs-webflow-cloud) — Compare running Astro on Vercel Functions with Fluid compute against Webflow Cloud on Cloudflare Workers. Learn how Astr
- [Building an AI chat app with RAG and source citations on Vercel](https://vercel.com/kb/guide/building-ai-chat-app-with-rag-and-citations-on-vercel) — A production stack for AI chat with retrieval, reranking, source citations, and background ingestion on Vercel using Nex
- [Deploy PHP on Vercel with Docker](https://vercel.com/kb/guide/deploy-php-on-vercel-with-docker) — Build a PHP application with FrankenPHP and Docker, then deploy it to Vercel Functions with managed configuration, stora
- [How Docker Compose concepts map to Vercel](https://vercel.com/kb/guide/docker-compose-concepts-on-vercel) — Translate your Docker Compose file to Vercel: Compose services become Vercel Services, networks become bindings, and vol
- [ Run a Docker monolith with workers on Vercel](https://vercel.com/kb/guide/docker-monolith-workers-vercel) — Run a Dockerized monolith on Vercel with Container Images, move long-running workers to Vercel Queues and Vercel Workflo
- [How to handle order-ahead traffic spikes on Vercel](https://vercel.com/kb/guide/handle-order-ahead-traffic-spikes-on-vercel) — Order-ahead traffic spikes hit the same routes every lunch hour. Learn how to scale, cache, queue, and test a restaurant
- [How to build a durable AI code agent on Vercel](https://vercel.com/kb/guide/how-to-build-a-durable-ai-code-agent-on-vercel) — Build an AI agent that generates code, writes its own tests, and executes them in an isolated microVM with automatic ret
- [How to move from time-based to on-demand revalidation](https://vercel.com/kb/guide/how-to-move-to-on-demand-revalidation) — Replace fixed revalidation timers with scoped updates triggered by changes to content, product data, or other applicatio
- [How to run background jobs in Next.js](https://vercel.com/kb/guide/how-to-run-background-jobs-in-nextjs-on-vercel) — Learn the durable way to run background jobs in Next.js on Vercel with the Workflow SDK, and when to reach for Queues or
- [Deploy Laravel on Vercel with Docker](https://vercel.com/kb/guide/laravel-php-with-docker) — Build a Laravel application with FrankenPHP and Docker, then deploy it to Vercel with production configuration, external
- [Migrate a Next.js app from Webflow Cloud to Vercel](https://vercel.com/kb/guide/migrate-a-next-js-app-from-webflow-cloud-to-vercel) — Move your Next.js app from Webflow Cloud to Vercel: remove the OpenNext Cloudflare adapter, drop the base path, map stor
- [Migrate a TanStack Start app from Cloudflare to Vercel](https://vercel.com/kb/guide/migrate-a-tanstack-start-app-from-cloudflare-to-vercel) — Move your TanStack Start app off Cloudflare Workers and onto Vercel Functions, where Fluid compute scales it automatical
- [Migrate a TanStack Start app from Netlify to Vercel](https://vercel.com/kb/guide/migrate-a-tanstack-start-app-from-netlify-to-vercel) — Move your TanStack Start app off Netlify and onto Vercel Functions, where Fluid compute scales it automatically. Swap to
- [Migrate an Astro app from Webflow Cloud to Vercel](https://vercel.com/kb/guide/migrate-an-astro-app-from-webflow-cloud-to-vercel) — Move your Astro app from Webflow Cloud to Vercel: swap the @astrojs/cloudflare adapter for @astrojs/vercel, drop the bas
- [How to migrate from Cloudflare Workflows to Vercel Workflows](https://vercel.com/kb/guide/migrate-cloudflare-workflows-to-vercel-workflows) — Migrate from Cloudflare Workflows to Vercel Workflows by mapping WorkflowEntrypoint, step.do, and waitForEvent to workfl
- [Migrate from Fly.io to Vercel](https://vercel.com/kb/guide/migrate-fly-io-to-vercel) — Move an app from Fly.io to Vercel. Map configuration, choose Functions or Daemons, plan persistent storage, and verify t
- [Migrate Fly.io worker processes to Vercel Daemons](https://vercel.com/kb/guide/migrate-fly-io-workers-to-vercel-daemons) — Migrate Fly.io workers to Vercel Daemons with your existing Dockerfile. Map process settings, preserve queue state, and
- [Migrate Railway workers to Vercel Daemons](https://vercel.com/kb/guide/migrate-railway-workers-to-vercel-daemons) — Move Railway workers to Vercel Daemons with Docker configuration, broker migration, shutdown testing, a gradual queue ha
- [Next.js on Vercel vs Cloudflare](https://vercel.com/kb/guide/next-js-on-vercel-vs-cloudflare) — Compare running Next.js on Vercel Functions with Fluid compute against Cloudflare Workers with the OpenNext Cloudflare a
- [Next.js on Vercel vs Webflow Cloud](https://vercel.com/kb/guide/next-js-on-vercel-vs-webflow-cloud) — Compare running Next.js on Vercel Functions with Fluid compute against Webflow Cloud on Cloudflare Workers. Learn how Ne
- [Next.js on Vercel vs Netlify](https://vercel.com/kb/guide/nextjs-on-vercel-vs-netlify) — Compare running Next.js on Vercel Functions with Fluid compute against Netlify Functions and the OpenNext adapter. Learn
- [Build an agent with OpenAI Agents API on Vercel](https://vercel.com/kb/guide/openai-agents-api-vercel) — Build and deploy an agent with OpenAI Agents API, Vercel Functions, Queues, and Sandbox for isolated code execution.
- [Publish and subscribe to realtime data on Vercel](https://vercel.com/kb/guide/publish-and-subscribe-to-realtime-data-on-vercel) — Learn how to publish and subscribe to realtime data on Vercel with WebSockets, SSE, Redis, and Queues, and when a manage
- [Build durable workflows in Python on Vercel](https://vercel.com/kb/guide/python-and-durable-workflows) — Keep long-running Python jobs alive through crashes and deploys with steps, retries, sleeps, and hooks.
- [Process background jobs in Python with Vercel Queues](https://vercel.com/kb/guide/python-and-vercel-queues) — Move slow and failure-prone work out of your Python request handlers, with typed topics, consumer groups, and built-in r
- [Run untrusted Python code safely with Vercel Sandbox](https://vercel.com/kb/guide/python-and-vercel-sandbox) — Execute untrusted and AI-generated code from Python in isolated microVMs, with files, processes, network policies, and s
- [How to send emails from an application on Vercel](https://vercel.com/kb/guide/sending-emails-from-an-application-on-vercel) — Send email from Vercel Functions over an HTTP API instead of SMTP. Match the right Next.js pattern to your trigger and f
- [How to ship an Elysia app on Vercel](https://vercel.com/kb/guide/ship-a-elysia-app-on-vercel) — Deploy a Elysia app to Vercel with zero configuration. Learn how to ship from a template, the Vercel CLI, or Git, and co
- [How to ship an Express app on Vercel](https://vercel.com/kb/guide/ship-a-express-app-on-vercel) — Deploy an Express app to Vercel with zero configuration. Configure response streaming, middleware, cron jobs, the Bun ru
- [How to ship a FastAPI app on Vercel](https://vercel.com/kb/guide/ship-a-fastapi-app-on-vercel) — Deploy a FastAPI app to Vercel with zero configuration. Learn how the Python runtime, Vercel Functions, streaming, middl
- [How to ship a Flask app on Vercel](https://vercel.com/kb/guide/ship-a-flask-app-on-vercel) — Deploy a Flask app to Vercel with zero configuration. Learn how to ship from a template, the Vercel CLI, or Git, and con
- [How to ship an H3 app on Vercel](https://vercel.com/kb/guide/ship-a-h3-app-on-vercel) — Deploy an H3 app to Vercel with zero configuration. Learn to configure streaming, middleware, cron jobs, the Bun runtime
- [How to ship a Hono app on Vercel](https://vercel.com/kb/guide/ship-a-hono-app-on-vercel) — Deploy a Hono app to Vercel with zero configuration. Learn how to ship from a template, the Vercel CLI, or Git, and conf
- [How to ship a Nitro app on Vercel](https://vercel.com/kb/guide/ship-a-nitro-app-on-vercel) — Deploy a Nitro app to Vercel with zero configuration. Learn how to ship from a template, the Vercel CLI, or Git, and con
- [Deploy Symfony on Vercel with Docker](https://vercel.com/kb/guide/symfony-php-with-docker) — Build a Symfony application with FrankenPHP and Docker, then deploy it to Vercel with production configuration, external
- [TanStack Start on Vercel vs Cloudflare](https://vercel.com/kb/guide/tanstack-start-on-vercel-vs-cloudflare) — Compare running TanStack Start on Vercel Functions with Fluid compute against Cloudflare Workers. Learn how the runtimes
- [TanStack Start on Vercel vs Netlify](https://vercel.com/kb/guide/tanstack-start-on-vercel-vs-netlify) — Compare running TanStack Start on Vercel Functions with Fluid compute against Netlify Functions. Learn how the compute m
- [The Complete Guide to Vercel Daemons](https://vercel.com/kb/guide/vercel-daemons) — Run background workers with Vercel Daemons. Learn how to deploy container images, configure resources, handle shutdowns,
- [How to choose between Functions, containers, and Daemons on Vercel](https://vercel.com/kb/guide/vercel-functions-containers-daemons) — Choose Vercel Functions for HTTP requests, container images for custom runtimes, and Daemons for continuous background w
- [Vercel vs Webflow Cloud](https://vercel.com/kb/guide/vercel-vs-webflow-cloud) — Compare Vercel and Webflow Cloud for deploying Next.js and Astro apps, including runtime, framework support, storage, pr

### From vercel-web

- [A new programming model for durable execution](https://vercel.com/blog/a-new-programming-model-for-durable-execution)
- [Agentic Infrastructure](https://vercel.com/blog/agentic-infrastructure)
- [The best workflow engine is a programming language](https://vercel.com/blog/the-best-workflow-engine-is-a-programming-language)

### From vercel-docs

- [Running Agent Harnesses Durably on Vercel](https://vercel.com/docs/agent-harnesses) — Run Pi, fx, OpenCode, eve, Claude Code, and Codex on Vercel so a crash, a function timeout, or a redeploy resumes the ag
- [Running Claude Code Durably on Vercel](https://vercel.com/docs/agent-harnesses/claude-code) — Run Claude Code in a Vercel Sandbox, driven by a Vercel Function, with its session in a durable log, so a crashed turn r
- [Running Codex Durably on Vercel](https://vercel.com/docs/agent-harnesses/codex) — Run Codex in a Vercel Sandbox, driven by a Vercel Function, with its session in a durable log, so a crashed turn resumes
- [Running fx Durably on Vercel](https://vercel.com/docs/agent-harnesses/fx) — Deploy an fx agent with libfx so its sessions survive crashes, function timeouts, and redeploys on Vercel.
- [Running OpenCode Durably on Vercel](https://vercel.com/docs/agent-harnesses/opencode) — Run OpenCode v2 inside a Vercel Function with its session in a durable log, so a crashed turn resumes in a new function.
- [Running Pi Durably on Vercel](https://vercel.com/docs/agent-harnesses/pi) — Make a Pi agent durable on Vercel so a crashed turn resumes in a new function instead of starting over.
- [Daemons](https://vercel.com/docs/daemons) — Run long-running background workers, such as queue consumers and workflow workers, next to your app with Vercel Daemons.
- [Run background tasks with Celery on Vercel](https://vercel.com/docs/frameworks/backend/celery) — Deploy Celery on Vercel. Learn how Celery workers use Vercel Queues and Vercel Functions to run background tasks without
- [Deploy Dramatiq workers on Vercel](https://vercel.com/docs/frameworks/backend/dramatiq) — Deploy Dramatiq workers on Vercel. Learn how Dramatiq actors use Vercel Queues and Vercel Functions to process backgroun
- [Nitro on Vercel](https://vercel.com/docs/frameworks/backend/nitro) — Deploy Nitro applications to Vercel with zero configuration. Learn about observability, ISR, and custom build configurat
- [Glossary](https://vercel.com/docs/glossary) — Learn about the terms and concepts used in Vercel's products and documentation.
- [Observability Insights](https://vercel.com/docs/observability/insights) — List of available data sources that you can view and monitor with Observability on Vercel.
- [Projects overview](https://vercel.com/docs/projects) — A project is where you deploy and operate frontend apps, APIs, backends, containers, and agent workloads on Vercel.
- [OpenAI Agents API](https://vercel.com/docs/sandbox/ecosystem/openai-agents-api) — Connect OpenAI Agents API sessions to Vercel Sandbox for isolated code execution and persistent workspace files.
- [Vercel Workflows](https://vercel.com/docs/workflows) — Build agents and applications that retry failed steps, wait for external events, and resume across crashes and deploymen
- [Workflow Data Retention](https://vercel.com/docs/workflows/retention) — Learn how long Vercel Workflows keeps run data, when Vercel deletes it, where Vercel stores it, and how to delete it soo