# Render

Render (https://render.com) is a cloud application platform for deploying, securing, and scaling applications, from hundred-line prototypes to complex multi-service architectures.

## Start here

Route according to your task:

- To connect, install, set up, or configure Render for this agent environment, read https://render.com/agents.md and follow its steps in order. Treat it as a procedure, not as reference documentation.
- To perform a Render platform task (deploy a service, debug a failed deploy, add a database, configure a domain, scale a service, etc.), read https://render.com/agents/tasks.md.
- To retrieve documentation for a single topic, use the Documentation index below, search https://render.com/api/agent/docs-search?query={query}, or fetch the relevant page as Markdown from https://render.com/docs/{slug}.md.

## Agent interfaces

- Authenticated, account-scoped platform actions (Render MCP Server): https://mcp.render.com/mcp
- MCP server documentation: https://render.com/docs/mcp-server.md
- MCP OAuth 2.0 authorization server metadata: https://api.render.com/.well-known/oauth-authorization-server
- Public documentation keyword search: https://render.com/api/agent/docs-search
- Public documentation retrieval as Markdown: https://render.com/docs/{slug}.md
- Render REST API documentation: https://render.com/docs/api.md
- Render REST API OpenAPI specification: https://api-docs.render.com/openapi/render-public-api-1.json
- Render REST API reference material: https://api-docs.render.com/llms.txt
- Render REST API authentication (API keys): https://render.com/docs/api.md#setup
- Render webhooks documentation: https://render.com/docs/webhooks.md
- Installable Render agent skills: https://render.com/.well-known/agent-skills/index.json

## Setup guides

Use the guide that matches this agent environment and follow it in order:

- Claude Desktop: https://render.com/agents/claude-desktop.md
- Claude Code: https://render.com/agents/claude.md
- Codex Desktop: https://render.com/agents/codex-desktop.md
- Codex CLI: https://render.com/agents/codex.md
- Cursor: https://render.com/agents/cursor.md
- OpenCode: https://render.com/agents/opencode.md
- Pi: https://render.com/agents/pi.md

## Documentation

For the complete documentation corpus, use https://render.com/llms-full.txt only when the task requires broad access to the full Render documentation set.

Do not fetch it for single-topic lookups (it is over 900 KB). Instead, fetch individual .md pages or use the search endpoint.

### Core Platform

#### Start

- [Your First Render Deploy](https://render.com/docs/your-first-deploy.md): Run your web app in minutes.
- [Deploy for Free](https://render.com/docs/free.md): Preview the Render platform with free web services and datastores.
- [Platform Features by Plan](https://render.com/docs/platform-features-by-plan.md): Enable powerful platform capabilities with a Pro, Scale, or Enterprise plan.
- [Using Render with Coding Agents](https://render.com/docs/llm-support.md): Deploy and manage apps using LLM-powered tools.
- [Render FAQ](https://render.com/docs/faq.md)

##### Migrate from…

- [Migrate from Heroku to Render](https://render.com/docs/migrate-from-heroku.md): Bring your Heroku apps and data to the Render platform.
- [Migrate from Railway to Render](https://render.com/docs/migrate-from-railway.md): Bring your Railway apps and data to the Render platform.

#### Compute

- [Render Compute Plans](https://render.com/docs/compute-plans.md): Specify your service's available CPU and RAM.

##### Service types

- [Services and Service Types](https://render.com/docs/service-types.md): Understand Render's core building blocks.
- [Static Sites](https://render.com/docs/static-sites.md): Host your website's frontend (React, Next.js, etc.) over a global CDN.
- [Web Services](https://render.com/docs/web-services.md): Host dynamic web apps (Express, Django, etc.) at a public URL.
- [Private Services](https://render.com/docs/private-services.md): Host apps that only accept traffic from your other services.
- [Background Workers](https://render.com/docs/background-workers.md): Offload asynchronous tasks to a separate service listening on a queue.
- [Cron Jobs](https://render.com/docs/cronjobs.md): Run periodic tasks on a schedule you define.
- [Multi-Service Architectures on Render](https://render.com/docs/multi-service-architecture.md)

##### Data storage

- [Render Key Value](https://render.com/docs/key-value.md): Provision Redis®-compatible datastores for caching and job queues.
- [Persistent Disks](https://render.com/docs/disks.md): Preserve your service's filesystem changes across deploys.

##### Sandboxes

- [Render Sandboxes](https://render.com/docs/sandboxes.md): Run untrusted code in an isolated, on-demand environment.
- [Sandboxes CLI reference](https://render.com/docs/sandboxes-cli-reference.md)
- [Sandboxes SDK for TypeScript](https://render.com/docs/sandboxes-sdk-typescript.md): Usage and symbol reference
- [Sandboxes SDK for Python](https://render.com/docs/sandboxes-sdk-python.md): Usage and symbol reference

#### Deploys

- [Deploying on Render](https://render.com/docs/deploys.md): Understand how deploys work.
- [Supported Languages](https://render.com/docs/language-support.md)
- [Connect your Git Provider to Render](https://render.com/docs/git-provider.md): Deploy from GitHub, GitLab, Bitbucket, and Cursor Origin.
- [Build Pipeline](https://render.com/docs/build-pipeline.md)
- [Monorepo Support](https://render.com/docs/monorepo-support.md): Deploy from a repo that contains the source for multiple apps.
- [Troubleshooting Your Deploy](https://render.com/docs/troubleshooting-deploys.md): Resolve issues deploying and running on Render.

##### Previewing changes

- [Service Previews](https://render.com/docs/service-previews.md): Test proposed changes in a temporary standalone instance.
- [Preview Environments](https://render.com/docs/preview-environments.md): Test proposed changes in a disposable copy of your production environment.

##### Docker deploys

- [Docker on Render](https://render.com/docs/docker.md): Build from a Dockerfile or pull from a container registry.
- [Deploy a Prebuilt Docker Image](https://render.com/docs/deploying-an-image.md): Pull images from Docker Hub, GitHub, and more.
- [Using Secrets with Docker](https://render.com/docs/docker-secrets.md)

##### Runtime

- [Native Runtimes](https://render.com/docs/native-runtimes.md): Run your app in an environment that's pre-configured for your language.
- [Environment Variables and Secrets](https://render.com/docs/configure-environment-variables.md)
- [Default Environment Variables](https://render.com/docs/environment-variables.md)

#### Workflows

- [Intro to Render Workflows](https://render.com/docs/workflows.md): Orchestrate chains of long-running, distributed tasks.
- [Your First Workflow](https://render.com/docs/workflows-tutorial.md): Register your first task and trigger its first run.
- [Limits and Pricing for Render Workflows](https://render.com/docs/workflows-limits.md)

##### How to…

- Defining Workflow Tasks
  - [v1 (current)](https://render.com/docs/workflows-defining.md)
  - [v0](https://render.com/docs/workflows-defining/v0.md)
- [Triggering Task Runs](https://render.com/docs/workflows-running.md): Kick off runs of registered workflow tasks.
- [Local Dev with Render Workflows](https://render.com/docs/workflows-local-development.md): Run tasks locally for faster development and testing.

##### SDK reference

- Workflows SDK for TypeScript
  - [v1 (current)](https://render.com/docs/workflows-sdk-typescript.md)
  - [v0](https://render.com/docs/workflows-sdk-typescript/v0.md)
- Workflows SDK for Python
  - [v1 (current)](https://render.com/docs/workflows-sdk-python.md)
  - [v0](https://render.com/docs/workflows-sdk-python/v0.md)

#### Render Postgres

- [Render Postgres](https://render.com/docs/postgresql.md): Deploy fully managed, enterprise-grade databases that scale to any workload.
- [Create and Connect to Render Postgres](https://render.com/docs/postgresql-creating-connecting.md)
- [Database Credential Rotations for Render Postgres](https://render.com/docs/postgresql-credentials.md): Perform zero-downtime rotations.
- [Supported Extensions for Render Postgres](https://render.com/docs/postgresql-extensions.md)
- [Upgrading Your Render Postgres Version](https://render.com/docs/postgresql-upgrading.md): Move your database to a more recent version of PostgreSQL.
- [Logical Replication with Render Postgres](https://render.com/docs/postgresql-logical-replication.md): Subscribe to data changes from a publisher database.
- [Render Postgres Legacy Instance Types](https://render.com/docs/postgresql-legacy-instance-types.md)

##### Database recovery

- [Render Postgres Recovery and Backups](https://render.com/docs/postgresql-backups.md): Restore your database to a previous state and export logical backups.
- [High Availability for Render Postgres](https://render.com/docs/postgresql-high-availability.md): Automatically swap to a standby database when your primary encounters an issue.

##### Database performance

- [Read Replicas for Render Postgres](https://render.com/docs/postgresql-read-replicas.md): Offload expensive read operations to separate database instances.
- [Connection Pooling for Render Postgres](https://render.com/docs/postgresql-connection-pooling.md)
- [Admin Apps for Render Postgres](https://render.com/docs/postgresql-apps.md): Quickly connect pgAdmin or PgHero to your database.
- [Repacking Postgres Tables with pg_repack](https://render.com/docs/postgresql-pg-repack.md): Reclaim database bloat without long-held locks.
- [Troubleshooting Render Postgres Performance](https://render.com/docs/postgresql-performance-troubleshooting.md)

#### Networking

- [Regions](https://render.com/docs/regions.md): Deploy your apps and datastores close to your users.
- [Inbound IP Rules](https://render.com/docs/inbound-ip-rules.md): Allow incoming connections only from specified IP ranges.
- [Edge Caching for Web Services](https://render.com/docs/web-service-caching.md): Serve static content from a global edge cache for faster delivery.
- [WebSockets on Render](https://render.com/docs/websocket.md): Send and receive data in real time.
- [Fully Managed TLS Certificates](https://render.com/docs/tls.md)

##### Custom domains

- [Custom Domains on Render](https://render.com/docs/custom-domains.md)
- [Configuring Cloudflare DNS](https://render.com/docs/configure-cloudflare-dns.md)
- [Configuring Namecheap DNS](https://render.com/docs/configure-namecheap-dns.md)
- [Configuring DNS Providers](https://render.com/docs/configure-other-dns.md): Point a custom domain to your Render service.

##### Internal traffic

- [Private Network](https://render.com/docs/private-network.md): Communicate securely between services without traversing the public internet.
- [Private Link Connections](https://render.com/docs/private-link.md): Securely connect your Render infrastructure to AWS-hosted cloud services.

##### Outbound traffic

- [Outbound IP Addresses](https://render.com/docs/outbound-ip-addresses.md): Render services send traffic from specific IP ranges.
- [Dedicated IPs](https://render.com/docs/dedicated-ips.md): Send outbound service traffic through fixed, reserved IP addresses.
- [Outbound Bandwidth](https://render.com/docs/outbound-bandwidth.md): Understand how egress traffic is measured and priced on Render.
- [Handling Outbound Network Changes](https://render.com/docs/outbound-connection-resets.md)

##### Static site config

- [HTTP Headers for Static Sites](https://render.com/docs/static-site-headers.md)
- [Static Site Redirects and Rewrites](https://render.com/docs/redirects-rewrites.md)

#### Operational Controls

- [The Render Dashboard](https://render.com/docs/render-dashboard.md): Manage your Render services, workspaces, and billing.
- [SSH and Shell Access](https://render.com/docs/ssh.md): Connect to your services from your terminal or the Render Dashboard.
- [Projects and Environments](https://render.com/docs/projects.md): Organize your services and set environment-level controls.

##### Service actions

- [Scaling Render Services](https://render.com/docs/scaling.md): Run multiple instances to handle additional load.
- [Rollbacks](https://render.com/docs/rollbacks.md): Quickly revert your service to a previous deploy.
- [Maintenance Mode](https://render.com/docs/maintenance-mode.md): Temporarily disable public traffic to your web service.
- [One-Off Jobs](https://render.com/docs/one-off-jobs.md): Run standalone tasks using your service's latest build.

##### Infrastructure as code

- [Render Blueprints (IaC)](https://render.com/docs/infrastructure-as-code.md): Manage your Render infrastructure with a single YAML file.
- [Blueprint YAML Reference](https://render.com/docs/blueprint-spec.md)
- [Render Terraform Provider](https://render.com/docs/terraform-provider.md): Manage Render resources alongside your other infrastructure.

#### Observability

- [Service Metrics](https://render.com/docs/service-metrics.md): Visualize the performance of your apps and datastores.
- [Health Checks](https://render.com/docs/health-checks.md): Render makes sure your services are ready for incoming traffic.
- [Best Practices for Maximizing Uptime](https://render.com/docs/uptime-best-practices.md)

##### Logging

- [Logs in the Render Dashboard](https://render.com/docs/logging.md)
- [Streaming Render Service Logs](https://render.com/docs/log-streams.md): Forward logs to your third-party logging provider.

##### OpenTelemetry (OTel) metrics

- [Streaming Render Service Metrics](https://render.com/docs/metrics-streams.md): Push metrics for CPU, memory, and more to your OTel-compatible provider.
- [OpenTelemetry Metrics Reference](https://render.com/docs/metrics-streams-reference.md): Look up supported metrics and their properties.

##### Notifications

- [Render Webhooks](https://render.com/docs/webhooks.md): Trigger custom workflows in response to service events.
- [Email and Slack Notifications](https://render.com/docs/notifications.md): Receive updates about important Render service events.

#### Integrations

- [Render MCP Server](https://render.com/docs/mcp-server.md): Manage your Render resources from Claude, Codex, and Cursor.

##### Render CLI

- [The Render CLI](https://render.com/docs/cli.md): Manage your Render resources from the command line.
- [Render CLI Reference](https://render.com/docs/cli-reference.md): Look up supported commands and options.

##### REST API

- [The Render API](https://render.com/docs/api.md): Manage your Render infrastructure programmatically.

##### Third-party connections

- [Managed Auth with OpenID Connect](https://render.com/docs/oidc.md): Connect Render services to popular providers using OIDC.
- [Integrating Render with Datadog](https://render.com/docs/datadog.md)

#### User Management

- [Workspaces, Members, and Roles](https://render.com/docs/team-members.md): Create your workspace, add collaborators, and manage access.
- [Login Settings](https://render.com/docs/login-settings.md): Connect your login provider and enforce requirements for your workspace.
- [Audit Logs](https://render.com/docs/audit-logs.md): Export a timeline of material actions performed in your workspace or organization.

##### Organizations

- [Organizations](https://render.com/docs/organizations.md): Manage users and services across multiple workspaces.
- [SAML Single Sign-On (SSO)](https://render.com/docs/saml-sso.md): Manage access to your Render organization with your identity provider.

#### Platform Protections

- [DDoS Protection](https://render.com/docs/ddos-protection.md)
- [Render Platform Maintenance](https://render.com/docs/platform-maintenance.md): Learn about periodic upgrades to Render's underlying infrastructure.

##### Compliance

- [Render Platform Compliance and Certifications](https://render.com/docs/certifications-compliance.md): Learn about compliance with SOC 2 Type 2, ISO 27001, and more.
- [HIPAA on Render](https://render.com/docs/hipaa-compliance.md): Run HIPAA-compliant apps and store protected health information.
- [Building HIPAA-Compliant Apps on Render](https://render.com/docs/hipaa-best-practices.md): Follow best practices to help keep PHI secure.
- [Shared Responsibility Model](https://render.com/docs/shared-responsibility-model.md): Understand how Render and our customers work together to keep applications secure.
- [Render Penetration Testing Policy](https://render.com/docs/penetration-testing.md): Understand which types of pentests are allowed.

#### Compare

- [Render vs Heroku](https://render.com/docs/render-vs-heroku-comparison.md)
- [Render vs Vercel](https://render.com/docs/render-vs-vercel-comparison.md)

#### Additional docs

- [Back Up Render Postgres to Amazon S3](https://render.com/docs/backup-postgresql-to-s3.md)
- [Setting your Bun Version](https://render.com/docs/bun-version.md)
- [Render Community Migration](https://render.com/docs/community.md): Join the Render community on Discord.
- [Updates to Render Compute Plans](https://render.com/docs/compute-plans-update.md)
- [Connecting to MongoDB Atlas](https://render.com/docs/connect-to-mongodb-atlas.md)
- [Connect to Render Key Value with ioredis](https://render.com/docs/connecting-to-redis-with-ioredis.md)
- [Setting Your Elixir and Erlang Versions](https://render.com/docs/elixir-erlang-versions.md)
- [Formspree](https://render.com/docs/formspree.md)
- [Migrating from GitHub Pages](https://render.com/docs/from-github-pages.md): Move to a Render static site in minutes.
- [Migrate MongoDB GraphQL to Render](https://render.com/docs/migrate-mongodb-graphql-to-render.md)
- [Migrate MongoDB Static Hosting to Render](https://render.com/docs/migrate-mongodb-static-hosting-to-render.md)
- [Setting Your Node.js Version](https://render.com/docs/node-version.md)
- [Setting Your Poetry Version](https://render.com/docs/poetry-version.md)
- [Setting Your Python Version](https://render.com/docs/python-version.md)
- [QuotaGuard Static IP](https://render.com/docs/quotaguard.md)
- [Rails caching with Redis](https://render.com/docs/rails-caching-redis.md)
- [Setting Your Ruby Version](https://render.com/docs/ruby-version.md)
- [Specifying a Rust Toolchain](https://render.com/docs/rust-toolchain.md)
- [Troubleshooting Python Deploys](https://render.com/docs/troubleshooting-python-deploys.md)
- [Deploy an AI Chatbot with LangChain and MongoDB](https://render.com/docs/tutorial-rag-chatbot.md)
- [Setting Your uv Version](https://render.com/docs/uv-version.md)
- [FAQ: Valkey on Render](https://render.com/docs/valkey-faq.md): New Render Key Value instances run Valkey instead of Redis®.

### Quickstarts

- [Deploy Ackee](https://render.com/docs/deploy-ackee.md)
- [Deploy an Actix Web App](https://render.com/docs/deploy-actix-todo.md)
- [Deploy Adminer on Render](https://render.com/docs/deploy-adminer.md)
- [Deploy Astro on Render](https://render.com/docs/deploy-astro.md): Host your site for free in minutes.
- [Deploy a Beego Web App](https://render.com/docs/deploy-beego.md)
- [Deploy Blitz on Render](https://render.com/docs/deploy-blitz.md)
- [Deploy a Bun HTTP Server with Docker](https://render.com/docs/deploy-bun-docker.md)
- [Deploy a Celery Worker](https://render.com/docs/deploy-celery.md)
- [Deploy ClickHouse](https://render.com/docs/deploy-clickhouse.md)
- [Deploy a Create React App Static Site](https://render.com/docs/deploy-create-react-app.md)
- [Deploy a Django App on Render](https://render.com/docs/deploy-django.md)
- [Deploy a Docusaurus Static Site](https://render.com/docs/deploy-docusaurus.md)
- [Deploy Elasticsearch](https://render.com/docs/deploy-elasticsearch.md)
- [Deploy a Distributed Elixir Cluster](https://render.com/docs/deploy-elixir-cluster.md)
- [Deploy ElysiaJS with Bun](https://render.com/docs/deploy-elysiajs.md)
- [Deploy a FastAPI App](https://render.com/docs/deploy-fastapi.md)
- [Deploy Fathom Analytics](https://render.com/docs/deploy-fathom-analytics.md)
- [Deploy a Flask App on Render](https://render.com/docs/deploy-flask.md)
- [Deploy Forem](https://render.com/docs/deploy-forem.md)
- [Deploy a Gatsby Static Site](https://render.com/docs/deploy-gatsby.md)
- [Deploy Ghost](https://render.com/docs/deploy-ghost.md)
- [Deploy a Go Gin Web Server](https://render.com/docs/deploy-go-gin.md)
- [Deploy a Go Web Server on Render](https://render.com/docs/deploy-go-nethttp.md): Run a web service using Go's standard library.
- [Deploy GoatCounter](https://render.com/docs/deploy-goatcounter.md)
- [Deploy Gotify on Render](https://render.com/docs/deploy-gotify.md)
- [Deploy Hasura GraphQL Engine on Render](https://render.com/docs/deploy-hasura-graphql.md)
- [Deploy Hooks](https://render.com/docs/deploy-hooks.md): Trigger a deploy with a single HTTP request.
- [Deploy a Hugo Static Site](https://render.com/docs/deploy-hugo.md)
- [Deploy a Jekyll Static Site](https://render.com/docs/deploy-jekyll.md)
- [Deploy Matomo](https://render.com/docs/deploy-matomo.md)
- [Deploy Mattermost](https://render.com/docs/deploy-mattermost.md)
- [Deploy Metabase](https://render.com/docs/deploy-metabase.md)
- [Deploy MinIO](https://render.com/docs/deploy-minio.md)
- [Deploy MongoDB](https://render.com/docs/deploy-mongodb.md)
- [Deploy MySQL](https://render.com/docs/deploy-mysql.md)
- [Deploy n8n on Render](https://render.com/docs/deploy-n8n.md): Automate a variety of AI-powered workflows.
- [Deploy a Next.js App](https://render.com/docs/deploy-nextjs-app.md)
- [Deploy a Node Express App on Render](https://render.com/docs/deploy-node-express-app.md)
- [Deploy a Node Fastify App](https://render.com/docs/deploy-node-fastify-app.md)
- [Deploy a Node hapi App](https://render.com/docs/deploy-node-hapi-app.md)
- [Deploy a Nuxt.js App](https://render.com/docs/deploy-nuxtjs.md)
- [Deploy Open Web Analytics](https://render.com/docs/deploy-open-web-analytics.md)
- [Deploy OpenClaw on Render](https://render.com/docs/deploy-openclaw.md): Run your personal agentic assistant on Render.
- [Deploy ParadeDB on Render](https://render.com/docs/deploy-paradedb.md): Enable PostgreSQL-powered search for your other Render services.
- [Deploy Pgweb on Render](https://render.com/docs/deploy-pgweb.md)
- [Deploy a Phoenix App with Distillery](https://render.com/docs/deploy-phoenix-distillery.md)
- [Deploy a Phoenix App on Render](https://render.com/docs/deploy-phoenix.md)
- [Deploy a PHP Web App with Laravel and Docker](https://render.com/docs/deploy-php-laravel-docker.md)
- [Deploy a Node.js app with Prisma ORM and PostgreSQL](https://render.com/docs/deploy-prisma-orm.md)
- [Deploy Prometheus on Render](https://render.com/docs/deploy-prometheus.md)
- [Deploy Puppeteer with Node](https://render.com/docs/deploy-puppeteer-node.md)
- [Deploy RabbitMQ on Render](https://render.com/docs/deploy-rabbitmq.md)
- [Deploy a Rails 6 or 7 App on Render](https://render.com/docs/deploy-rails-6-7.md)
- [Deploy a Rails 8 App on Render](https://render.com/docs/deploy-rails-8.md): Run Rails 8 on Render's native Ruby runtime.
- [Deploy Rails with Sidekiq on Render](https://render.com/docs/deploy-rails-sidekiq.md)
- [Deploy Redash](https://render.com/docs/deploy-redash.md)
- [Deploy RedwoodJS on Render](https://render.com/docs/deploy-redwood.md)
- [Deploy a Remix App](https://render.com/docs/deploy-remix.md)
- [Deploy Retool](https://render.com/docs/deploy-retool.md)
- [Deploy a Rust Web App with Rocket](https://render.com/docs/deploy-rocket-rust.md)
- [Deploy a Rust GraphQL Server with Juniper](https://render.com/docs/deploy-rust-graphql.md)
- [Deploy a Shopify App](https://render.com/docs/deploy-shopify-app.md)
- [Deploy Shynet](https://render.com/docs/deploy-shynet.md)
- [Deploy a Sidekiq Worker](https://render.com/docs/deploy-sidekiq-worker.md)
- [Deploy Strapi on Render](https://render.com/docs/deploy-strapi.md)
- [Deploy a Svelte Static Site](https://render.com/docs/deploy-svelte.md)
- [Deploy a SvelteKit App](https://render.com/docs/deploy-sveltekit.md)
- [Deploy Temporal](https://render.com/docs/deploy-temporal.md)
- [Deploy to Render Button](https://render.com/docs/deploy-to-render.md): Create a quick-deploy shortcut for your project.
- [Deploy a Vue.js App](https://render.com/docs/deploy-vue-js.md)
- [Deploy Webdis and Redis with Docker](https://render.com/docs/deploy-webdis-docker.md)
- [Deploy WordPress](https://render.com/docs/deploy-wordpress.md)
- [Deploy Zulip](https://render.com/docs/deploy-zulip.md)

## Changelog

https://render.com/changelog.md

Most recent 10 entries:

- [Added two Key Value plans and lowered prices for larger existing plans](https://render.com/changelog/added-two-key-value-plans-and-lowered-prices-for-larger-existing-plans.md)
- [Added Blueprint support for Render Workflows](https://render.com/changelog/added-blueprint-support-for-render-workflows.md)
- [See your service's deploys on a new page](https://render.com/changelog/see-your-service-s-deploys-on-a-new-page.md)
- [Introduced the Flex compute plan for Render Workflows](https://render.com/changelog/introduced-the-flex-compute-plan-for-render-workflows.md)
- [Added usage telemetry to the Render CLI](https://render.com/changelog/added-usage-telemetry-to-the-render-cli.md)
- [New compute plans, and new IDs for existing plans](https://render.com/changelog/new-compute-plans-and-new-ids-for-existing-plans.md)
- [Reduced median service build time by 40% (all runtimes)](https://render.com/changelog/reduced-median-service-build-time-by-40-all-runtimes.md)
- [Managed OIDC now supports Anthropic and OpenAI](https://render.com/changelog/managed-oidc-now-supports-anthropic-and-openai.md)
- [Render MCP now supports OAuth for Claude Code, Codex, and Cursor](https://render.com/changelog/render-mcp-now-supports-oauth-for-claude-code-codex-and-cursor.md)
- [Trigger service deploys with the Render MCP server](https://render.com/changelog/trigger-service-deploys-with-the-render-mcp-server.md)

## Blog

https://render.com/blog

Most recent 10 posts:

- [Data needs its DevOps moment](https://render.com/blog/data-needs-its-devops-moment.md)
- [Lower prices for Key Value services](https://render.com/blog/lower-prices-for-key-value-services.md)
- [Reuse builds across multiple services](https://render.com/blog/build-reuse-private-beta.md)
- [Deploy fast. Know what's live](https://render.com/blog/deploys-page.md)
- [New compute plans for memory-intensive applications](https://render.com/blog/new-compute-plans-for-memory-intensive-applications.md)
- [How Render Workflows powers our internal data pipeline](https://render.com/blog/how-render-workflows-powers-our-internal-data-pipeline.md)
- [Four minutes after midnight, Codex said the page was live](https://render.com/blog/four-minutes-after-midnight-codex-said-the-page-was-live.md)
- [Search for agents splits discovery from proof](https://render.com/blog/search-for-agents-splits-discovery-from-proof.md)
- [Build, deploy, and operate with coding agents on Render](https://render.com/blog/build-deploy-and-operate-with-coding-agents-on-render.md)
- [New in Render: Do more with your coding agent](https://render.com/blog/new-in-render-do-more-with-your-coding-agent.md)

## Articles

https://render.com/articles

- [Trace an AI Agent Across Models, Tools, Queues, and Workflows](https://render.com/articles/trace-ai-agent-models-tools-workflows.md)
- [How PaaS Billing Works: Estimate Compute, Database, Storage, and Bandwidth Costs](https://render.com/articles/how-paas-billing-works.md)
- [Deploying Multi-Service Apps Without Kubernetes: Services, Workers, Jobs, and Private Networking](https://render.com/articles/deploy-multi-service-apps-without-kubernetes.md)
- [Pinning Node.js, Python, and Ruby Versions for Reproducible Builds](https://render.com/articles/pinning-nodejs-python-ruby-versions.md)
- [Best Netlify Alternatives in 2026](https://render.com/articles/best-netlify-alternatives-in-2026.md)
- [Render vs. Vercel for apps and AI agents](https://render.com/articles/render-vs-vercel.md)
- [Deploy a FastAPI app with Postgres and Render Workflows using Codex CLI](https://render.com/articles/deploy-a-fastapi-app-with-postgres-and-render-workflows-using-codex-cli.md)
- [Heroku vs Vercel](https://render.com/articles/heroku-vs-vercel.md)
- [DigitalOcean vs Heroku](https://render.com/articles/digitalocean-vs-heroku.md)
- [How to use Supabase Auth with a backend on Render](https://render.com/articles/how-to-use-supabase-auth-with-a-backend-on-render.md)
- [Render Postgres vs Supabase](https://render.com/articles/render-postgres-vs-supabase.md)
- [Render Postgres vs Neon](https://render.com/articles/render-postgres-vs-neon.md)
- [Hosting a Strapi CMS in Production: Media, Database, and Admin Access](https://render.com/articles/hosting-strapi-cms-production.md)
- [Choosing a Cloud Platform as a Solo Developer](https://render.com/articles/best-cloud-platform-solo-developer.md)
- [Git to Production on a Managed Platform: Builds and Configuration for Zero-Downtime Releases](https://render.com/articles/git-to-production-managed-platform.md)
- [Leaving Heroku in 2026: A Migration Decision Guide](https://render.com/articles/leaving-heroku-migration-guide-2026.md)
- [Vercel Alternatives for Full-Stack and Backend Workloads](https://render.com/articles/vercel-alternatives.md)
- [Supabase Alternatives for Full-Stack Backends](https://render.com/articles/migrating-from-supabase.md)
- [Rails Hosting in Production: Sidekiq, Postgres, Assets, and Scaling](https://render.com/articles/production-rails-hosting-guide.md)
- [Multi-Tenant RAG With PostgreSQL and pgvector](https://render.com/articles/multi-tenant-rag-postgresql-pgvector.md)
- [Django Hosting in Production: Workers, Postgres, Static Files, and Cost](https://render.com/articles/django-production-deployment.md)
- [FastAPI Production Deployment Best Practices](https://render.com/articles/fastapi-production-best-practices.md)
- [Test and Gate RAG Changes in Preview Environments Before Production](https://render.com/articles/test-gate-rag-preview-environments.md)
- [Best Firebase Alternatives for Production Backends](https://render.com/articles/firebase-alternatives-production-backend.md)
- [How to Choose a Managed PostgreSQL Provider in 2026](https://render.com/articles/choose-managed-postgresql-provider.md)
- [How to Evaluate a Cloud Platform for Production AI Applications](https://render.com/articles/evaluate-cloud-platform-production-ai-applications.md)
- [How to trigger a long-running task from a web service on Render](https://render.com/articles/how-to-trigger-a-long-running-task-from-a-web-service-on-render.md)
- [Serverless functions vs workflows: where long-running tasks should live](https://render.com/articles/serverless-functions-vs-durable-workflows-where-long-running-tasks-should-live.md)
- [Render vs Platform.sh](https://render.com/articles/render-vs-platform-sh.md)
- [How to migrate a Rails app from Railway to Render](https://render.com/articles/how-to-migrate-a-rails-app-from-railway-to-render.md)
- [Track all prompts and outputs in a secure database for compliance](https://render.com/articles/track-all-prompts-and-outputs-in-a-secure-database-for-compliance.md)
- [5 Best Railway Alternatives in 2026 for Reliability, Pricing, and Production Readiness](https://render.com/articles/best-railway-alternatives.md)
- [Railway vs GCP: Pricing, Infrastructure, and Production Risk](https://render.com/articles/railway-vs-gcp.md)
- [Railway vs Vercel: Choosing Between Containers and Serverless in 2026](https://render.com/articles/railway-vs-vercel.md)
- [Railway vs Fly.io: Pricing, Reliability, and Production Tradeoffs](https://render.com/articles/railway-vs-fly-io.md)
- [Railway vs Heroku in 2026: Pricing, Reliability, and Production Tradeoffs](https://render.com/articles/railway-vs-heroku.md)
- [Best practices for implementing git based deployment in production environments](https://render.com/articles/best-practices-for-implementing-git-based-deployment-in-production-environments.md)
- [Cron jobs vs background workers vs workflows: picking the right async primitive](https://render.com/articles/cron-jobs-vs-background-workers-vs-durable-workflows-picking-the-right-async-pri.md)
- [Preview environments as agent sandboxes](https://render.com/articles/preview-environments-as-agent-sandboxes.md)
- [Your docs are now an API: writing for coding agents, not just humans](https://render.com/articles/your-docs-are-now-an-api-writing-for-coding-agents-not-just-humans.md)
- [Monorepo deployment patterns: one repo, five services](https://render.com/articles/monorepo-deployment-patterns-one-repo-five-services.md)
- [What are sandboxes, and why your agents should use them](https://render.com/articles/what-are-sandboxes-and-why-your-agents-should-use-them.md)
- [Connect my AI agent to a SQL database with LangChain tools](https://render.com/articles/connect-my-ai-agent-to-a-sql-database-with-langchain-tools.md)
- [200 Concurrent Task Runs Meet Your Postgres Connection Limit (the fan-out failure everyone hits, solved with PgBouncer pooling shipped July 1)](https://render.com/articles/200-concurrent-task-runs-meet-your-postgres-connection-limit-the-fan-out-failure.md)
- [Provisioning Postgres From a Coding Agent: What render pg create Changes About Setup](https://render.com/articles/provisioning-postgres-from-a-coding-agent-what-render-pg-create-changes-about-se.md)
- [Give your agent memory: Postgres, pgvector, and Key Value as a Three-Tier Context Store](https://render.com/articles/give-your-agent-a-memory-postgres-pgvector-and-key-value-as-a-three-tier-context.md)
- [Human in the Loop, Without the Hacks: Pausing an Agent Mid-Run for Approval (Workflows suspend/resume + Postgres for state)](https://render.com/articles/human-in-the-loop-without-the-hacks-pausing-an-agent-mid-run-for-approval-workfl.md)
- [From side project to production: scaling your first app](https://render.com/articles/from-side-project-to-production-scaling-your-first-app.md)
- [Building AI apps in highly regulated environments](https://render.com/articles/building-ai-apps-in-highly-regulated-environments.md)
- [Railway vs DigitalOcean App Platform: Pricing, Reliability, and Production Risk](https://render.com/articles/railway-vs-digitalocean-app-platform-pricing-reliability-production-risk.md)
- [PostgreSQL performance optimization for web applications](https://render.com/articles/postgresql-performance-optimization-for-web-applications.md)
- [How to implement continuous deployment in your development workflow](https://render.com/articles/how-to-implement-continuous-deployment-in-your-development-workflow.md)
- [How to build and deploy an API marketplace](https://render.com/articles/how-to-build-and-deploy-an-api-marketplace.md)
- [Deploy AI agent on Render with auto-scaling and monitoring](https://render.com/articles/deploy-ai-agent-on-render-with-auto-scaling-and-monitoring.md)
- [Comparing agent SDKs (LangChain vs. OpenAI Agents vs. Vercel AI vs. a simple while loop)](https://render.com/articles/comparing-agent-sdks-langchain-vs-openai-agents-vs-vercel-ai-vs-a-simple-while-l.md)
- [How to evaluate a cloud platform for production workloads](https://render.com/articles/how-to-evaluate-a-cloud-platform-for-production-workloads.md)
- [How to implement authentication and authorization](https://render.com/articles/how-to-implement-authentication-and-authorization.md)
- [What to look for in managed database hosting](https://render.com/articles/what-to-look-for-in-managed-database-hosting.md)
- [How much does cloud application hosting cost for small businesses](https://render.com/articles/how-much-does-cloud-application-hosting-cost-for-small-businesses.md)
- [Host PocketBase on Render](https://render.com/articles/host-pocketbase-on-render.md)
- [5 AI apps to deploy on Render](https://render.com/articles/5-ai-apps-to-deploy-on-render.md)
- [5 JavaScript/TypeScript apps to deploy on Render](https://render.com/articles/5-javascript-apps-to-deploy-on-render.md)
- [Best cloud platform to run agents](https://render.com/articles/best-cloud-platform-to-run-agents.md)
- [5 Python apps to deploy on Render](https://render.com/articles/5-python-apps-to-deploy-on-render.md)
- [Render vs Railway](https://render.com/articles/render-vs-railway.md)
- [Postgres features that matter for production: PITR, read replicas, and native extensions](https://render.com/articles/postgres-features-that-matter-for-production-pitr-read-replicas-and-native-exten.md)
- [Platforms with a real free tier for developers in 2026](https://render.com/articles/platforms-with-a-real-free-tier-for-developers-in-2026.md)
- [Running Python, Go, Rust, and Ruby backends alongside a Next.js frontend](https://render.com/articles/running-python-go-rust-and-ruby-backends-alongside-a-next-js-frontend.md)
- [Operating n8n on Render: Backups, Upgrades, and Reliability Pitfalls](https://render.com/articles/operating-n8n-on-render-in-production.md)
- [When to migrate from Railway to Render (and when not to)](https://render.com/articles/when-to-migrate-from-railway-to-render-and-when-not-to.md)
- [Building and hosting MCP servers: a complete guide](https://render.com/articles/building-and-hosting-mcp-servers-a-complete-guide.md)
- [Next.js + PostgreSQL + Background Jobs: A 2026 Guide to Production Architecture](https://render.com/articles/nextjs-background-jobs-postgresql-production.md)
- [How to Deploy Node.js Applications to Production in 2026](https://render.com/articles/deploy-nodejs-production-2026.md)
- [Top Heroku Alternatives for Startups in 2026](https://render.com/articles/top-heroku-alternatives-for-startups.md)
- [Top Heroku Alternatives for Agencies Managing Client Apps in 2026](https://render.com/articles/top-heroku-alternatives-agencies.md)
- [Building an agent with LangChain and Claude/OpenAI](https://render.com/articles/building-an-agent-with-langchain-and-claude-open-ai.md)
- [How Render handles logging and observability](https://render.com/articles/how-render-handles-logging-and-observability.md)
- [How Render handles private networking](https://render.com/articles/how-render-handles-private-networking.md)
- [How Render handles zero-downtime deploys](https://render.com/articles/how-render-handles-zero-downtime-deploys.md)
- [How Render handles scheduled tasks](https://render.com/articles/how-render-handles-scheduled-tasks.md)
- [How Render handles secrets and environment variables](https://render.com/articles/how-render-handles-secrets-and-environment-variables.md)
- [How Render handles DDoS attacks](https://render.com/articles/how-render-handles-ddos-attacks.md)
- [How Render handles traffic spikes](https://render.com/articles/how-render-handles-traffic-spikes.md)
- [How Render handles deploy failures](https://render.com/articles/how-render-handles-deploy-failures.md)
- [What makes a good developer experience on a cloud platform](https://render.com/articles/what-makes-a-good-developer-experience-on-a-cloud-platform.md)
- [What to look for in a cloud platform for side projects](https://render.com/articles/what-to-look-for-in-a-cloud-platform-for-side-projects.md)
- [Mastering the Deployment Lifecycle: Zero Toil for AI Containers](https://render.com/articles/zero-toil-ai-container-deployment.md)
- [From Localhost to Live: The Fast Track for Streamlit and Gradio Deployments](https://render.com/articles/deploy-streamlit-gradio-localhost-to-live.md)
- [Render for full-stack, not just backend](https://render.com/articles/render-for-full-stack-not-just-backend.md)
- [Streamlining AI CI/CD: From Git Push to Production API](https://render.com/articles/streamline-ai-cicd-git-production-api.md)
- [Scaling AI Without Bill Shock: Modern Cloud vs. Serverless](https://render.com/articles/scaling-ai-without-bill-shock.md)
- [Best infrastructure for Python AI backends and Celery workers in 2026](https://render.com/articles/best-infrastructure-python-ai-celery-workers.md)
- [Build vs. Buy RAG Infrastructure: Raw Cloud vs. Unified Platform](https://render.com/articles/build-vs-buy-rag-infrastructure.md)
- [Top Cloud Platforms for Enterprise AI Deployment in 2026](https://render.com/articles/best-cloud-platforms-for-enterprise-ai-deployment.md)
- [Serverless vs. Unified Platforms: The Best Infrastructure for GenAI Backends](https://render.com/articles/serverless-vs-unified-genai-backends.md)
- [Low DevOps for AI: Deploying Complex Multi-Component Stacks Without Kubernetes](https://render.com/articles/low-devops-deploy-ai-without-kubernetes.md)
- [How do I integrate my AI agent with Slack or Discord as a bot?](https://render.com/articles/how-do-i-integrate-my-ai-agent-with-slack-or-discord-as-a-bot.md)
- [How to build and deploy a GraphQL API](https://render.com/articles/how-to-build-and-deploy-a-graphql-api.md)
- [Deploying Astro websites with hybrid rendering](https://render.com/articles/deploying-astro-websites-with-hybrid-rendering.md)
- [Best Practices for Running AI Output A/B Test in Production](https://render.com/articles/best-practices-for-running-ai-output-a-b-test-in-production.md)
- [Durable Workflow Platforms for AI Agents and LLM Workloads](https://render.com/articles/durable-workflow-platforms-ai-agents-llm-workloads.md)
- [Beyond Serverless: The Infrastructure for Multi-Agent AI](https://render.com/articles/infrastructure-for-multi-agent-ai.md)
- [Building Real-Time AI Chat: Infrastructure for WebSockets, LLM Streaming, and Session Management](https://render.com/articles/real-time-ai-chat-websockets-infrastructure.md)
- [Cost Management for AI Applications: Predictable Pricing vs. Usage-Based Billing](https://render.com/articles/ai-cost-management-predictable-pricing-vs-usage-based.md)
- [Scaling AI Applications: From Prototype to Millions of Requests](https://render.com/articles/scaling-ai-applications-prototype-to-millions.md)
- [Beyond Kubernetes: The Strategic Guide to Infrastructure for Scalable AI](https://render.com/articles/infrastructure-for-scalable-ai-beyond-kubernetes.md)
- [Ditch the Extra Database: Simplify Your AI Stack with Managed PostgreSQL and pgvector](https://render.com/articles/simplify-ai-stack-managed-postgresql-pgvector.md)
- [Secure AI Deployment: A Guide to SOC 2, Private Networking, and Secret Management](https://render.com/articles/secure-ai-deployment-soc2-private-networking.md)
- [Security best practices when building AI agents](https://render.com/articles/security-best-practices-when-building-ai-agents.md)
- [How to Migrate  from Replit to Render, a Step by Step Guide for Vibe coders. ](https://render.com/articles/how-to-migrate-from-replit-to-render-a-step-by-step-guide-for-vibe-coders.md)
- [Managed Velocity: Harnessing the Power of Hyperscalers with Render](https://render.com/articles/managed-velocity-harnessing-the-power-of-hyperscalers-with-render.md)
- [How to migrate from SQLite to PostgreSQL](https://render.com/articles/how-to-migrate-from-sqlite-to-postgresql.md)
- [How to deploy Next.js applications with SSR and API routes](https://render.com/articles/how-to-deploy-next-js-applications-with-ssr-and-api-routes.md)
- [How to back up and restore PostgreSQL databases](https://render.com/articles/how-to-backup-and-restore-postgresql-databases.md)
- [Building and deploying a SaaS application from scratch](https://render.com/articles/building-and-deploying-a-saas-application-from-scratch.md)
- [Connecting Multiple Services to a Shared Database](https://render.com/articles/connecting-multiple-services-to-a-shared-database.md)
- [Building Real-Time Applications with WebSockets](https://render.com/articles/building-real-time-applications-with-websockets.md)
- [How do I monitor prompt inputs and outputs for safety?](https://render.com/articles/how-do-i-monitor-prompt-inputs-and-outputs-for-safety.md)
- [How to choose the right hosting service for React development](https://render.com/articles/how-to-choose-the-right-hosting-service-for-react-development.md)
- [Top cloud hosting platforms for Node.js projects](https://render.com/articles/what-are-the-top-cloud-hosting-platforms-for-node-js-projects.md)
- [FastAPI production deployment best practices](https://render.com/articles/fastapi-production-deployment-best-practices.md)
- [What's the best way to implement guardrails against prompt injection?](https://render.com/articles/what-s-the-best-way-to-implement-guardrails-against-prompt-injection.md)
- [Deploying Multi-Agent Systems Without AWS Complexity](https://render.com/articles/deploying-multi-agent-systems-without-aws-complexity.md)
- [Application hosting vs web hosting: what's the difference and which do you need](https://render.com/articles/application-hosting-vs-web-hosting-what-s-the-difference-and-which-do-you-need.md)
- [Basic Cloud Backend Services](https://render.com/articles/basic-cloud-backend-services.md)
- [Developer Friendly Hosting Platforms](https://render.com/articles/developer-friendly-hosting-platforms.md)
- [Backend Hosting with GitHub Integration](https://render.com/articles/backend-hosting-with-github-integration.md)
- [Scalable Backend Hosting for Web Apps](https://render.com/articles/scalable-backend-hosting-for-web-apps.md)
- [Hosting n8n on Render for LLM-Powered Automation](https://render.com/articles/hosting-n8n-on-render-for-llm-powered-automation.md)
- [Alternatives to Fly.io](https://render.com/articles/alternatives-to-fly-io.md)
- [Essential MCP Servers for Developers](https://render.com/articles/essential-mcp-servers-for-developers.md)
- [Render vs Fly.io](https://render.com/articles/render-vs-fly-io.md)
- [When to Avoid Using Serverless Functions](https://render.com/articles/when-to-avoid-using-serverless-functions.md)
- [Stop Fighting Infrastructure, Start Shipping Features](https://render.com/articles/stop-fighting-infrastructure-start-shipping-features.md)
- [Zero-Ops Backend Hosting for Web Apps](https://render.com/articles/zero-ops-backend-hosting-for-web-apps.md)
- [Full-Stack Deployment Without DevOps Headaches](https://render.com/articles/full-stack-deployment-without-devops-headaches.md)
- [Should I Use Render?](https://render.com/articles/should-i-use-render.md)
- [FastAPI deployment options](https://render.com/articles/fastapi-deployment-options.md)
- [Benefits of Using Managed Cloud Services vs In-House IT Management](https://render.com/articles/benefits-of-using-managed-cloud-services-vs-in-house-it-management.md)
- [Why Render Is the Ideal Cloud Platform for AI Agents: Deploying LangChain, LlamaIndex, and CrewAI to Production](https://render.com/articles/deploy-ai-agents-langchain-llamaindex-crewai.md)
- [How to deploy full stack applications without DevOps expertise](https://render.com/articles/how-to-deploy-full-stack-applications-without-devops-expertise.md)
- [Self-Hosting n8n: A Production-Ready Architecture on Render](https://render.com/articles/self-hosting-n8n-a-production-ready-architecture-on-render.md)

## Metadata

site: https://render.com
owner: Render Services, Inc.
last-generated: "2026-10-22"

### Permissions

train: allow
summarize: allow
attribution: required
commercial-use: allow

### Scope of public content

- https://render.com/docs
- https://render.com/blog
- https://render.com/changelog
- https://render.com/articles
- https://render.com/pricing
- https://render.com/security
- https://status.render.com
- https://render.com/terms
- https://render.com/privacy

exclude:
- https://dashboard.render.com/**

do-not-train-on:
- any nonpublic customer data
- API responses containing secrets, tokens, keys, or headers
- private service logs or metrics
- emails or support tickets

### Conventions

- prefer: "Render"
- avoid: "render.com platform"
names:
- company: "Render"
- product: "Render"
- product: "Render Postgres"
- product: "Render Key Value"
citation:
- format: "link with title and canonical URL"
- examples:
    - "Render Docs — Deploys" -> https://render.com/docs
    - "Render Changelog" -> https://render.com/changelog
priority:
- freshness: high for changelog, pricing, status
- authority: /docs over /blog and /articles when conflicting
- stability: prefer docs and product pages in /docs and /pricing