AI Tutorials

n8n Advanced AI Documentation

Official n8n AI docs for building AI agents, tool-calling workflows, and automations.

Updated Oct 2, 2026

LlamaIndexadvanced

LlamaIndex Documentation

Official LlamaIndex docs for retrieval, indexing, agents, and knowledge workflows.

Updated Oct 2, 2026

LangChainintermediate

LangChain JavaScript Overview

Official LangChain docs for building LLM applications and agentic workflows in JavaScript.

Updated Oct 2, 2026

Vercel AI SDK Documentation

Official Vercel AI SDK docs for building streaming AI applications and agents.

Updated Oct 2, 2026

Googleintermediate

Gemini API Documentation

Official Gemini API documentation covering multimodal generation, tool use, structured output, and grounding.

Updated Oct 2, 2026

Googlebeginner

Gemini API Quickstart

Official Google Gemini API quickstart for building with Gemini models.

Updated Oct 2, 2026

Anthropicbeginner

Anthropic Prompt Engineering Overview

Official Anthropic prompt engineering guide for building reliable Claude applications.

Updated Oct 2, 2026

Anthropicintermediate

Claude Code Tutorials

Official Anthropic tutorials for using Claude Code in real development workflows.

Updated Oct 2, 2026

OpenAIbeginner

OpenAI Prompt Engineering Guide

Official OpenAI guide to writing effective prompts and improving model outputs.

Updated Oct 2, 2026

OpenAI Cookbook

Official OpenAI examples and recipes for building with models, agents, tools, structured outputs, retrieval, and evaluations.

Updated Oct 2, 2026

Anthropicadvanced

Claude Code in Production Projects

Real-world examples of using Claude Code for production development — project scaffolding, refactoring, debugging, and CI/CD.

Updated Feb 20, 2026

Communityintermediate

OpenClaw: Setup & Configuration Guide

Step-by-step guide to deploying and configuring OpenClaw — the viral open-source AI agent platform for autonomous workflows.

Updated Feb 20, 2026

LangChainintermediate

LangChain: Build LLM Applications

Build LLM-powered applications with LangChain — chains, agents, RAG, memory, and tool integration from scratch.

Updated Feb 20, 2026

n8n AI Workflow Automation

Build AI-powered automation workflows with n8n — connect LLMs to 400+ integrations, RAG pipelines, and AI agents.

Updated Feb 20, 2026

Anthropicintermediate

Anthropic Prompt Engineering Guide

Official guide to crafting effective prompts for Claude — chain-of-thought, XML tags, system prompts, and advanced techniques.

Updated Feb 20, 2026

Cursorbeginner

Cursor AI: Advanced Configuration

Complete setup guide for Cursor — configuring AI models, rules for AI, .cursorrules files, and multi-file agent mode.

Updated Feb 20, 2026

Anthropicintermediate

Model Context Protocol (MCP) Skills

Build custom MCP servers to extend Claude's capabilities — connect to databases, APIs, file systems, and external tools.

Updated Feb 20, 2026

Anthropicbeginner

Claude Code: Getting Started Guide

Official guide to installing and using Claude Code — Anthropic's agentic CLI tool for autonomous coding, multi-file editing, and git integration.

Updated Feb 20, 2026

Vercel Agent now installs private packages from npm and custom registries

Vercel Agent can install private dependencies from npm and custom registries using credentials stored as shared environment variables on Vercel. npm, pnpm, and classic Yarn running in Agent sessions authenticate as they do in Vercel builds.To get started, add a shared environment variable for Develo

Updated Oct 1, 2026

Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents

Hugging Face tutorial: Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents

Updated Sep 29, 2026

Holo4: powering generalist computer-use agents

Hugging Face tutorial: Holo4: powering generalist computer-use agents

Updated Sep 28, 2026

State of agent skills

In seven months, the skills.sh registry grew to one million agent skills and recorded nearly 280 million installs.A skill gives an AI agent reusable instructions for a particular job. Agents are capable but generic; they can do many jobs, but they don't know how a specific person, team, or company d

Updated Sep 25, 2026

Introducing n8n Agents

n8n now has a new type of Agent. Describe what an agent should do, choose a model, the tools and workflows it can use, and it's ready to go!

Updated Sep 25, 2026

How to Use NVIDIA Warp and MjWarp to Accelerate Robotics Simulation and Learning Workflows

Hugging Face tutorial: How to Use NVIDIA Warp and MjWarp to Accelerate Robotics Simulation and Learning Workflows

Updated Sep 23, 2026

Ringg’s AI agents resolve up to 65% of customer calls with OpenAI

Using GPT-5.6, Ringg powers multilingual agents across voice, chat, WhatsApp, and web for 90% less cost vs. GPT-4.1.

Updated Sep 23, 2026

Know Who Spoke When: Build Real-Time, Multi-Speaker AI with NVIDIA Nemotron 3 Diarization

Hugging Face tutorial: **Know Who Spoke When: Build Real-Time, Multi-Speaker AI with NVIDIA Nemotron 3 Diarization**

Updated Sep 23, 2026

Prompt Testing Frameworks for Production AI Workflows

Still guessing if your prompts work? Learn how to build a systematic prompt testing framework that catches regressions before they reach production.

Updated Sep 21, 2026

Deployments now show billable duration and CPU minutes

Deployments now show their billable duration and CPU minutes in the dashboard, vc inspect, and the REST API. Use it to understand how each build contributes to your usage.Billable duration is the build and post-build time combined, rounded up to the next whole minute. CPU minutes are that figure mul

Updated Sep 21, 2026

Building standards for the next phase of AI

OpenAI outlines a path to shared global AI standards, calling for coordinated evaluation, reporting, and governance to improve safety.

Updated Sep 21, 2026

How V7 gives AI agents institutional memory

Using GPT-5.6, V7 turns scattered company files into context agents can use to complete complex, source-linked work.

Updated Sep 21, 2026

Reducing AI Workflow Latency: Patterns That Actually Work

Learn how to reduce AI workflow latency with production patterns for latency optimization: model routing, caching, parallel execution, timeouts, and budgets.

Updated Sep 19, 2026

WebMCP support now available in mcp-handler

mcp-handler now has experimental support for WebMCP, the proposed web standard for exposing tools to in-browser agents. Add a single script tag to your site, and your existing MCP tools become available there too.Opt tools in by adding them to the experimental_webMcp object:Then load the script from

Updated Sep 19, 2026

API Rate Limiting for More Reliable Workflows

API rate limiting doesn't have to mean failed workflows. Learn how limits work and how to handle 429s with retries, batching, and smart pacing.

Updated Sep 18, 2026

Turbo build machines can now be enabled per deployment

You can now opt into Turbo build machines on any individual deployment. This is useful when you need to increase resources temporarily without changing project settings. You can do this in three ways:Include #VERCEL_BUILD_MACHINE=TURBO in your Git commit message before pushing to GitHubUse vc deploy

Updated Sep 18, 2026

Sub-second artifact deployments are now supported in Vercel CLI

You and your agents can now deploy static artifacts to Vercel in under one second through Vercel CLI. Run vercel deploy to share a prototype, publish an HTML report, or preview a page created by your coding agent. Vercel automatically detects eligible deployments, and valid artifacts will skip the b

Updated Sep 18, 2026

Try new models and services, skip the account setup

Starting with n8n v2.36, you can now use supported AI models and tool services on select n8n Cloud plans without creating a provider account or generating an API key. Choose Gateway credits instead of adding a credential. Six model providers and five tool services work right out of the box.

Updated Sep 17, 2026

Secure Compute and Static IP builds start 64% faster

Builds using Secure Compute or Static IPs now start 64% faster, with the average time from deployment creation to build start dropping from 6.7 seconds to 2.4 seconds.Previously, each build waited for a new build container to boot with its network configuration. These builds now use prewarmed build

Updated Sep 16, 2026

Hobby projects now retain fewer deployments to free up storage

Hobby projects now retain fewer deployments past the 30-day retention window. Hobby teams get 10GB of Deployment Storage. Every deployment you keep uses some of it, and going over the limit can block you from deploying until you free some up. Deployment Retention for Hobby teams now deletes old depl

Updated Sep 16, 2026

How to connect AI usage to business value

Learn how ChatGPT Work and Codex analytics help teams understand AI usage and spend, identify training needs, and connect adoption to business outcomes.

Updated Sep 16, 2026

Is Agentic now tailors its audit by site type

Is Agentic reports now let you view your checks through one of four site types: Docs & content, Business, App, or Commerce.For example, the Commerce view highlights payment and checkout standards like x402, UCP, and ACP, while the App view highlights API discovery, authentication, error handling, an

Updated Sep 16, 2026

Your Agent Aced the Task. Will It Do It Again?

Hugging Face tutorial: Your Agent Aced the Task. Will It Do It Again?

Updated Sep 15, 2026

Reflection Pattern: AI Agents Self-Correct in Production

Reflection pattern for LLMs: a self-critique loop that improves correctness, clarity, and reliability with measurable quality gates, ROI, and safety controls

Updated Sep 12, 2026

Build with OpenAI Agents API on Vercel

You can now build and deploy long-running, tool-using agents with the OpenAI Agents API on Vercel. OpenAI manages the agent loop and session state, while Vercel hosts the application and connects each session to Vercel Sandbox for code execution and file access.With this integration, you get:An Open

Updated Sep 11, 2026

Introducing the Agents API

Build and launch cloud agents with the Agents API, a managed service powered by the Codex harness for orchestration, long-running sessions, and tool use.

Updated Sep 11, 2026

Autonomous AI Agents: Architecture and Risk Mitigation

Discover what autonomous AI agents are and how they work. Learn different levels of autonomy, common use cases, and ways to mitigate risks.

Updated Sep 10, 2026

MCP vs. API: Key Differences and When To Use Each

MCP vs. API: Learn how the Model Context Protocol differs from traditional APIs, when to use each, and how to combine both in n8n.

Updated Sep 10, 2026

Build more natural voice experiences with GPT‑Live‑1 in the API

GPT‑Live‑1 brings natural, full-duplex voice conversations to the API, with stronger instruction following, custom voices, and telephony support.

Updated Sep 10, 2026

Rebuilding AUTOMATIC1111 with Gradio Workflow

Hugging Face tutorial: Rebuilding AUTOMATIC1111 with Gradio Workflow

Updated Sep 10, 2026

Deployment step now 10% faster

The deployment step is now about 10% faster, saving one second on average. Large applications can save up to 12 seconds.Previously, Vercel uploaded a separate routing metadata file for each function path. That metadata is now combined into a single manifest and uploaded once.This improvement applie

Updated Sep 10, 2026

Persistent memory for eve agents

eve agents can now retain context across sessions and use it in future conversations.Persistent memory is organized into slots. You can define named slots in files under agent/memory/. Each slot specifies a provider, which stores and retrieves the memory, and a scope, which determines who or what sh

Updated Sep 10, 2026

Protect production deployments for free on every plan

Vercel Authentication can now protect every deployment URL for a project, including its production domains, at no additional cost on Hobby, Pro, and Enterprise. Previously, protecting all deployments with Vercel Authentication required the $150-per-month Advanced Deployment Protection add-on.When en

Updated Sep 9, 2026

AI Agent Reliability: Debug, Evaluate, and Monitor in Production

Run AI agents reliably in production. Learn how to debug failures, evaluate performance, track key metrics, add guardrails, and monitor agent behavior with n8n.

Updated Sep 8, 2026

How To Build Reliable Workflows With API Idempotency

Learn how API idempotency prevents duplicate operations. Keep workflows reliable and create consistent results with n8n’s built-in idempotency features.

Updated Sep 3, 2026

Workflow Security: Controls for Regulated Industries

Implement workflow security in regulated environments: control access, manage credentials, log every action, and meet HIPAA, SOC 2, and GDPR requirements.

Updated Sep 3, 2026

Basic build machines are now available on Pro and Enterprise

Pro and Enterprise teams can now select Basic build machines. Basic build machines have 2 vCPUs and 8 GB of memory, offering a more cost-efficient option for smaller apps or agents that build with fewer resources. New Pro and Enterprise projects still default to Elastic build machines, which scale a

Updated Sep 3, 2026

Cursor Cloud Agents can now run in Vercel Sandbox

Cursor Cloud Agents can now run in Vercel Sandbox instead of Cursor's hosted machines. Cursor manages the agent harness and inference loop. Its Self-Hosted Machines APIs let you supply the execution environment where agents clone repositories, edit files, and run commands and tests. Self-Hosted Mach

Updated Sep 3, 2026

Give Your Coding Agents a Memory You Own

Hugging Face tutorial: Give Your Coding Agents a Memory You Own

Updated Sep 3, 2026

How AI-native companies turn workflows into operating capability

Basis, Clay, and Exa Labs use AI agents to improve onboarding, account management, and developer integrations. See what enterprise leaders can apply.

Updated Sep 1, 2026

How our agents build on-brand pages with design.md

Across Vercel, we use coding agents to design and build pages that have to look and feel like Vercel. The typography, color, and composition all need to carry the same judgment that we put into the pages we already ship ourselves.We recently wrote about product-design, our skill that teaches agents

Updated Sep 1, 2026

Polimill builds Japan's next-generation public AI infrastructure

Polimill uses OpenAI GPT models and Codex to help municipalities search and use administrative knowledge while accelerating development.

Updated Sep 1, 2026

Long-running agents beyond prompt engineering

Y'all relying too much on prompting your way through agent design. Call it context engineering or god damn loop engineering, you still ask the LLM to make sure it only generates factual information and that it reviews information itself.The more you use an LLM to evaluate itself

Updated Aug 31, 2026

Build and deploy eve agents from the Vercel dashboard

You can now create eve agents directly from the Vercel dashboard, giving you a deployed agent that you can chat with right away. The builder scaffolds the agent, creates a private Git repository with its files, and deploys it as a new Vercel project on your team. In a few clicks, you get a working a

Updated Aug 28, 2026

RBAC for AI Agents: Why Static Roles Break and What Replaces Them

RBAC for AI agents introduces risky security gaps. Learn why traditional access control breaks at the agentic layer and how task-based rules help.

Updated Aug 28, 2026

The best workflow engine is a programming language

The idea of orchestrating long-running, stateful logic on top of unreliable, stateless infrastructure isn't new. We've had message queues, job runners, microservice choreographies, and full-blown workflow engines for a long time. What we never had was a version of it that felt good to write.I'd spen

Updated Aug 28, 2026

Find deployments faster with redesigned filters

The Deployments page now has redesigned filters that make it faster to find a specific deployment. You can: Apply suggested filters for common searches. Type to find an option instead of scrolling through the list.Describe what you’re looking for in natural language, and Vercel automatically applies

Updated Aug 28, 2026

Workflow Versioning for Reliable Automation and Maintenance

Learn how workflow versioning works with Git-based source control. Track changes, manage environments, and roll back safely in production.

Updated Aug 27, 2026

How loveholidays is making everyone a builder with Codex

Discover how loveholidays uses OpenAI Codex to make software development accessible across the business, helping teams turn ideas into products faster.

Updated Aug 26, 2026

The end of credential sprawl for agents

Every useful agent reaches beyond your codebase. It posts to Slack, opens pull requests, queries Snowflake, or calls an internal API. That reach is what makes it valuable, and it's also where the risk lives, because for years, granting it meant provisioning a long-lived token and hoping it never lea

Updated Aug 25, 2026

Introducing Run SDK: secure eval for your agents

Agents increasingly write TypeScript programs to coordinate tools and process their results. Once those programs touch real applications, some steps require authentication, while others need human approval.Executing that code with eval gives it the same access as the application around it, including

Updated Aug 25, 2026

Bring your agent to Notion with Chat SDK

Your team already works in Notion. Now your agent can too.With the new Notion adapter for Chat SDK, the same agent you run on Slack, Discord, GitHub, Teams, or WhatsApp can join comment discussions on your Notion pages, no separate codebase required.Each Notion page maps to a channel and each commen

Updated Aug 25, 2026

Wire It, Run It, Deploy It: AI Workflows in Gradio

Hugging Face tutorial: Wire It, Run It, Deploy It: AI Workflows in Gradio

Updated Aug 25, 2026

Elastic build machines now use Turborepo cache hits to prevent downgrades

Elastic build machines now consider Turborepo cache hits when deciding whether to use a smaller build machine. A warm-cache build no longer triggers a downgrade. A warm-cache build can use less CPU and memory than the same build with a cold cache. Downgrading based on that lower usage could leave a

Updated Aug 25, 2026

How Ora benchmarks every major AI agent on Vercel

Ora on VercelFront end, back end, and agent runtime on one platformEvery major agent tested side by side on live sitesHundreds of commits a day from a 16-person engineering teamOra sends agents onto live websites with instructions to sign up for a product, integrate with it, and pay for it. Agents o

Updated Aug 21, 2026

Deployment Storage keeps your deployments rollback-ready

Every deployment produces a set of files, including the pages, functions, and assets Vercel serves. Deployment Storage keeps those files available so you can inspect previous deployments and roll back when needed.Instantly roll back to previous deployments in secondsIf a production deploy ships a bu

Updated Aug 21, 2026

Vercel Agent is now available in Slack code channels

Vercel Agent now works in Slack code channels, a new kind of channel launched today for working with a coding agent. Anyone in the channel can follow the work, give Agent new instructions, and review the code it writes.Choose Create a code channel from the Slack sidebar, select Vercel as the agent,

Updated Aug 21, 2026

Build multi-agent teams that remember every customer with Amazon Bedrock AgentCore

A triage agent routes each customer question to one of three specialists: one computes real numbers in a sandbox, one loads AWS guidance, one investigates. All four run on a single Amazon Bedrock AgentCore harness and share one memory per customer, so no one is asked to repeat themselves.

Updated Aug 20, 2026

Vercel for Platforms can now deploy from your users' GitHub repositories

Teams building on Vercel for Platforms can now create deployments directly from their users' GitHub repositories, without requiring them to install the Vercel GitHub App. When creating a deployment, pass a gitAccessToken alongside gitSource. Vercel uses the token to retrieve the source and build the

Updated Aug 19, 2026

How Much Memory Does Your Agent Actually Need?

Hugging Face tutorial: How Much Memory Does Your Agent Actually Need?

Updated Aug 18, 2026

Deploy Cursor Origin repositories with Vercel in public beta

Pro customers can now connect Origin repositories to Vercel. Once connected, pull requests on Origin will automatically generate Preview deployments on Vercel, and merging will trigger a Production deployment.You can connect Origin through Team settings, Project settings, or by clicking "Continue wi

Updated Aug 17, 2026

n8n Alternatives: Which AI Automation Platform Can You Deploy?

Evaluate n8n alternatives based on self-hosting, multi-agent orchestration, governance, vendor lock-in, and code extensibility for enterprise deployment.

Updated Aug 15, 2026

RPA vs. Workflow Automation: Building Automation That Lasts

Comparing RPA versus workflow automation? See how they stack up across reliability, security, scalability, observability, and long-term operations.

Updated Aug 15, 2026

Building AI Agent Observability for Production Workflows

Learn how AI agent observability provides the visibility needed to understand agent behavior, investigate failures, and build more reliable AI workflows.

Updated Aug 14, 2026

Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets

Hugging Face tutorial: Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets

Updated Aug 13, 2026

Exa joins the Vercel Agent Marketplace

Exa is now available on the Vercel Agent Marketplace as a native integration. Exa's neural search engine delivers high-quality, relevant results to ground AI in fresh, current information. Add Exa to your Vercel app in seconds to power search, research agents, and context-aware features. The Vercel

Updated Aug 13, 2026

Grok Build is now available in the AI SDK harness layer

The AI SDK harness layer lets you run established coding-agent runtimes through one unified interface, so you can switch runtimes without changing your application code. Today we are adding Grok Build, which runs through the same HarnessAgent interface as every other supported harness.@ai-sdk/harnes

Updated Aug 13, 2026

GLM 5.2 free for eve agents through August 27 via Blackbox on AI Gateway

GLM 5.2, the open-weights coding model from Z.ai with a 1M-token context window, is free for eve agents through August 27, served by Blackbox AI on AI Gateway.New eve agents come with GLM 5.2 as their default model. Use npx eve@latest init my-agent to get started.Existing agents can benefit from thi

Updated Aug 13, 2026

The builder’s guide to GPT‑5.6

Learn how startups use GPT-5.6 to build faster, more cost-efficient AI agents with smarter model selection and new Responses API capabilities.

Updated Aug 13, 2026

Set up coding agents in one command with AI Gateway

Using coding agents means setting up multiple accounts, provisioning API keys, and scattering observability and billing. Now, you can route them through AI Gateway to centralize all of this and add controls, with set up in one command:Any of 200+ models in any agent, including models the agent has n

Updated Aug 13, 2026

How RingCentral builds AI-native work from engineering to ops

See how RingCentral uses ChatGPT Work and Codex to accelerate AI product development and centralize operational intelligence across engineering and operations.

Updated Aug 13, 2026

How we migrated the database behind every Vercel build

Every build on Vercel starts in the build warm pool, which is a set of standby containers that let builds begin without waiting for new compute. The pool runs on state that tracks which containers are ready, the tokens each one uses to authenticate, and the mapping that ties every running build back

Updated Aug 12, 2026

Building a software factory for AI SDK

The AI SDK is one of the most popular open-source AI projects in the world. It serves over 20 million npm downloads a week and the repo has over 26,000 stars. Maintaining the codebase means tracking four moving targets at once:Model providers: new providers, new capabilities, and new bugsUI framewor

Updated Aug 12, 2026

Easier connections to 70 MCP servers, plus when to use them in your workflows

You can now connect to dozens more MCP servers directly from the Node panel with a simple OAuth flow. Pick a server, sign in, and it's ready for your agent to use.

Updated Aug 11, 2026

Vercel Connect now supports CLI setup for 100+ connectors

You can now integrate 100+ services through Vercel Connect from the CLI. Previously, vercel connect create completed setup in the terminal for some services, and opened the dashboard for everything else.Pass the service name to create a connector, then attach it to your project:The CLI pre-populates

Updated Aug 11, 2026

One-click connection to nearly 70 MCP servers and when to use them

You can now connect to dozens of MCP servers directly from the Node panel with a simple OAuth flow. Pick a server, sign in, and it's ready for your agent to use.

Updated Aug 10, 2026

Build Low-Latency Multilingual Voice Agents: Open Weights & Full Deployment Control with NVIDIA Magpie TTS

Hugging Face tutorial: Build Low-Latency Multilingual Voice Agents: Open Weights & Full Deployment Control with NVIDIA Magpie TTS

Updated Aug 10, 2026

What building an AI-native finance function taught me

OpenAI CFO Sarah Friar shares five lessons for building an AI-native finance function, from automated forecasting to stronger controls and AI ROI.

Updated Aug 10, 2026

Meta is back with Muse Glimmer: local, agentic, multimodal, and open source

Hugging Face tutorial: Meta is back with Muse Glimmer: local, agentic, multimodal, and open source

Updated Aug 10, 2026

Give every agent in Herdr its own Vercel Sandbox

Terminal coding agents like Claude Code, Codex, and OpenCode can now each run in their own isolated Vercel Sandbox, orchestrated from Herdr, a tmux-style manager that runs them side by side in panes. Nothing an agent runs or edits touches your machine.When you start an agent, the plugin uploads your

Updated Aug 8, 2026

Vercel AI Gateway and Vercel Sandbox now available on Hermes Agent

Hermes Agent can now use Vercel AI Gateway as its inference layer and run its agent commands in an isolated Vercel Sandbox microVM. Access 200+ models through AI Gateway at no markup on tokens, and every request appears in your AI Gateway dashboard with the rest of your usage and spend. SetupInstall

Updated Aug 8, 2026

How HSP GRUPPE builds AI capabilities for tax advisory

Discover how HSP GRUPPE uses ChatGPT Enterprise to boost productivity, improve work quality, and create more capacity for tax advisory and client service.

Updated Aug 7, 2026

AI Agent Sandboxes: A Guide to Isolation and Secure Execution

Understand how AI agent sandboxes isolate execution and reduce risk. Learn how to enforce control boundaries across tools, memory, and external systems.

Updated Aug 6, 2026

Introducing Agent Plugins 1.0.0

Agent Plugins 1.0.0 is now available. It is an open, vendor-neutral standard for packaging Agent Skills and MCP servers into portable plugins. Compatible agent clients can discover and load them.Agent Plugins defines a common format: a root plugin.json manifest, plus fixed locations for portable com

Updated Aug 6, 2026

Introducing Agent Plugins

Today, Agent Plugins 1.0.0 is publicly available. Agent Plugins is an open, vendor-neutral standard for plugins that extend AI agents. Agent Skills provide reusable instructions and resources for AI agents. MCP servers connect agents to tools and services. Both can be reused across clients, but clie

Updated Aug 6, 2026

Pause workflows for approval with Chat SDK

You can build human-in-the-loop approvals with Chat SDK through the new chat/workflow subpath. One requestApproval call posts a card with Approve and Deny buttons and suspends a Workflow SDK workflow until someone decides.The wait can last seconds or days and survives deploys and restarts. You don't

Updated Aug 6, 2026

Measure time between steps in Vercel Workflows

You can now measure the time between any two steps in the trace viewer for Vercel Workflows and the Workflow SDK.Select a step, hold Option on macOS or Alt on Windows and Linux, then hover another step to see a measurement line between them:Between sequential steps, the line measures from the end of

Updated Aug 5, 2026

New setup page after domain checkout

Buying a domain on Vercel now takes you to a setup page that tracks registration live, with direct paths to deploy a new project, connect an existing one, proxy or redirect a site you already run, or set up email.Registration can take a few minutes. Each setup action unlocks as soon as the domain is

Updated Aug 5, 2026

Deploy local agents everywhere with LFM2.5-2.6B

Hugging Face tutorial: Deploy local agents everywhere with LFM2.5-2.6B

Updated Aug 4, 2026

Deploys are now up to 33% faster for apps with many ISR pages

Deploys are now up to 33% faster for apps using Incremental Static Regeneration (ISR). The more prerendered pages you have, the more you're likely to save.ISR combines the speed of static generation with the flexibility of dynamic rendering, letting sites update content without full rebuilds. Every

Updated Aug 4, 2026

Give your eve agent a browser

Your eve agent can now navigate the web like a human with agent-browser.The @agent-browser/eve extension gives any eve agent a full set of browser tools: navigate pages, read content, click, fill forms, take screenshots, and inspect console and network activity. Everything runs inside the agent's sa

Updated Aug 4, 2026

Open-Source Workflow Automation Software Compared

Compare top open-source workflow automation platforms. Review deployment models, secrets handling, and audit capabilities to choose the right tool.

Updated Aug 1, 2026

AI Agent Identity Management for Production

AI agent identity management controls authentication, authorization, and delegated access for autonomous systems operating across tools, APIs, and workflows.

Updated Aug 1, 2026

LLM Security: How To Safeguard Production AI Workflows

Explore LLM security threats, from prompt injection to data poisoning. Discover actionable best practices for reliable, auditable enterprise deployment.

Updated Aug 1, 2026

Vercel MCP now supports the 2026-07-28 MCP specification

Vercel MCP now supports the 2026-07-28 MCP specification, giving newer clients a stateless request model and updated authorization behavior without any change on the client side.Clients built for the 2025 protocol keep working exactly as before, and clients that understand the new specification pick

Updated Aug 1, 2026

Expanded search for workflow runs in Vercel Observability

The runs list for Vercel Workflows in Observability now has structured search, giving you more ways to find and investigate runs.Structured filters: Filter runs by workflow, environment, deployment ID, region, or any custom run attribute. Paste a run ID to pull up that exact run.Smarter suggestions:

Updated Jul 31, 2026

Building abundant intelligence

A full-stack approach to making advanced AI more capable, more affordable, and more widely useful.

Updated Jul 31, 2026

Univé builds an AI-ready workforce

See how Univé built an AI-ready workforce with ChatGPT Enterprise by combining leadership, responsible governance, and employee-led innovation to transform work at scale.

Updated Jul 31, 2026

How avatarin built a 24/7 retail agent with GPT-Realtime

avatarin uses OpenAI’s GPT-Realtime to give Yamada Denki shoppers 24/7 multilingual support. In two weeks, 30,000 people used the agent and 92% of survey responses were positive.

Updated Jul 31, 2026

Shopify and Vercel are rebuilding Hydrogen for faster storefronts

Shopify and Vercel Open source and runtime agnostic, runs anywhere JavaScript doesStandard Actions brings agentic commerce to every storefrontFeature development cut from months to a week for retailers like Global Retail BrandsShopify powers commerce for millions of merchants worldwide, and Hydrogen

Updated Jul 31, 2026

Latest MCP spec now supported in mcp-handler

mcp-handler@2.0.0 is now available with support for the 2026-07-28 Model Context Protocol specification and MCP TypeScript SDK v2.We originally built mcp-handler to make it easier to spin up MCP servers on popular web frameworks including Next, Nuxt, Svelte, and more.With the new 2.0 release, the ha

Updated Jul 30, 2026

Deployments are now up to 7 seconds faster

Over the past few months, we've made deployments up to 7 seconds faster end to end. We removed up to 5 seconds of fixed platform overhead from every build, and deploys from the latest Vercel CLI save up to 2 seconds more. The improvements are most noticeable on smaller builds, where orchestration re

Updated Jul 30, 2026

Run multiple isolated agents in a single Sandbox

The @vercel/sandbox SDK now supports multiple Linux users and groups, so you can run agents side by side in a single Sandbox.Each agent runs as its own user with a private home directory. A group opens a shared workspace when they need to collaborate. This makes multi-agent systems easier to build.C

Updated Jul 30, 2026

RAG vs. Agentic RAG: Architecture, Tradeoffs, and How to Choose

Classic RAG hits a wall on multi-hop and ambiguous queries. Learn how agentic RAG turns retrieval into a control loop, and when the tradeoffs are worth it.

Updated Jul 29, 2026

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

Hugging Face tutorial: Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

Updated Jul 29, 2026

Scientific computing in the age of agentic AI

A new field report shows how scientists use AI coding agents to modernize scientific computing, accelerating software development and discovery in genomics and beyond.

Updated Jul 28, 2026

Run Claude Managed Agents with Chat SDK

You can now run Claude Managed Agents with Chat SDK.Claude Managed Agents handles the agent loop server-side, including the model, tools, session state, and sandboxed web research.Chat SDK gives that agent a chat interface through a single type-safe handler, with adapters that carry it to Slack, Wha

Updated Jul 27, 2026

AI Audit Trail: Tracing Data Usage in Production Workflows

Learn how to implement an AI audit trail for production workflows. Discover how execution records and data usage tracking ensures governance.

Updated Jul 24, 2026

AI Agent Governance: Securing Autonomous Agents in Production

Discover enterprise AI agent governance. Inventory agents, enforce least-privilege access, and add runtime guardrails for security at the workflow level.

Updated Jul 24, 2026

Workflow steps now support extended function durations

Workflow steps on Pro and Enterprise plans can now run for up to 30 minutes (1800 seconds), up from 800 seconds, using extended function durations (in beta).To opt in, set VERCEL_ENABLE_WORKFLOW_EXTENDED_MAX_DURATION to 1 in your project's Environment Variables, then redeploy. Requires Fluid compute

Updated Jul 24, 2026

Vercel MCP can now deploy code

The Vercel MCP server can now deploy code directly to a new or existing project. When your AI assistant finishes building something, it can ship it to Vercel and hand back a shareable URL without leaving the chat.Point the deploy_to_vercel tool at your files and Vercel creates the project, detects t

Updated Jul 23, 2026

Extend eve agents with installable extensions

You can now package tools, connections, skills, instructions, and hooks into extensions that any eve agent can import. Extensions can be published to package registries like npm, then installed, versioned, and upgraded like any other project dependency.A browser-use extension might ship tools for na

Updated Jul 23, 2026

Building AI infrastructure with the Effingham County community

OpenAI announces Project Camellia in Effingham County, Georgia, with commitments to responsible energy, community investment, jobs, and access to Codex.

Updated Jul 22, 2026

Vercel MCP now supports purchases

Vercel MCP now supports purchasing Vercel products. You can:Upgrade your team to the Pro planAdd prepaid credits for v0 (requires a paid v0 plan) or AI GatewayPurchase the SIEM add-on (requires an Enterprise plan) Purchase and register a domain Vercel MCP quotes the price, explains whether the charg

Updated Jul 21, 2026

Purge your Remote Cache's build and CI artifacts

Team Owners can now clear the team's Remote Cache of all artifacts in one click. This is useful when you believe there are poisoned artifacts in your cache.In your team's Build and Deployment settings, visit the Remote Caching section and clear the Remote Cache.Visit the docs to learn more.

Updated Jul 21, 2026

Configure where run state lives in Vercel Workflows

Vercel Workflows now keeps each run's state, queue dispatch, and output streams in a single home region: the region where the run starts by default, or any target region you choose.A run keeps its home region for its lifetime, so for agents built on Workflows, the whole loop stays near the user: an

Updated Jul 21, 2026

Optimized CDN caching and deploying of immutable static assets

Vercel now reuses static files across deployments for frameworks that output content-addressed assets. It's zero-config: Vercel uses Framework-defined infrastructure to manage these immutable files alongside your code changes, handling the hard parts like hash collisions, file lifecycles, and effici

Updated Jul 18, 2026

Chat SDK adds native Slack agent support

Chat SDK's Slack adapter now supports the agent messaging experience Slack introduced on June 30. Agents built with Chat SDK could already talk in channels and DMs and stream replies token-by-token. This update adds the Agent badge, agent conversations in the Messages tab, suggested prompts, rotatin

Updated Jul 17, 2026

NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval

Hugging Face tutorial: NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval

Updated Jul 16, 2026

How Cars24 scales conversations and builds faster with OpenAI

Cars24 uses OpenAI-powered voice and chat agents to handle 1M+ monthly conversation minutes, recover 12% of lost leads, and bring agentic workflows to teams across the company.

Updated Jul 16, 2026

What building Shippy taught us about building agents

Hugging Face tutorial: What building Shippy taught us about building agents

Updated Jul 15, 2026

Vercel Workflows trace viewer now has a minimap

The trace viewer for Vercel Workflows now has a minimap that shows the entire run in one view.Drag the viewport to pan, resize it to zoom, or drag across the minimap to select a new section. Click anywhere on the minimap to jump to that point, or scroll and use arrow keys to step through the run.The

Updated Jul 15, 2026

AgentMail joins the Vercel Marketplace

You can now provision and manage AgentMail directly from the Vercel Marketplace. Your AI agents can send, receive, and respond to email from a real inbox. AgentMail handles the mail servers and deliverability.Key capabilities:Provision inboxes and custom domains through the APIHandle threads, attach

Updated Jul 14, 2026

How to manage AI investments in the agentic era

Learn how enterprises can manage AI investments in the agentic era by measuring useful work per dollar, improving efficiency, and scaling high-value workflows.

Updated Jul 14, 2026

Configure which sources can create deployments with Deployment Policies

Deployment Policies are now available and enable teams to restrict which mechanisms, organizations, and repositories are allowed to create deployments.Each policy can be configured per environment at the team and project level, allowing flexible combinations of rules.Learn more about Deployment Poli

Updated Jul 14, 2026

Agent Runs now show subagent activity on eve projects

You can now inspect subagent activity for eve projects in Agent Runs. The new Subagents tab shows every subagent, organized by which turn started it. Each row shows the prompt, duration, and any failures, all on a shared timeline.Click any subagent to open its run. The tab shows the same details as

Updated Jul 14, 2026

Getting started with ChatGPT

Learn how to use ChatGPT, start your first conversation, and discover simple ways to write, brainstorm, and solve problems with AI.

Updated Jul 13, 2026

Agent-to-Agent (A2A) Protocol: How Cross-Agent Communication Works in Production

Deep dive into the A2A protocol: Explore specification-level components, failure modes, and how it enables enterprise-grade AI orchestration at scale.

Updated Jul 11, 2026

Build Self-Improving Agent Skills with cognee and n8n

When a review run falls short, this workflow catches it and proposes a fix to the skill, then writes the improved instructions back once you approve the diff.

Updated Jul 11, 2026

MCP Server Security: How To Identify and Mitigate Risks

Map MCP server security risks and apply the controls that matter: auth, tool-call scoping, observability, and mitigation strategies.

Updated Jul 11, 2026

Agentic AI Design Patterns: From Architecture to Production

This practical guide to agentic AI design patterns covers validation, governance, context management, error recovery, and cost control in production.

Updated Jul 11, 2026

Architectural Guide To Error Handling for LLM Tool Calling

This guide to LLM tool calling error handling covers how to classify failures, implement smart retries, design fallbacks, and wire circuit breakers.

Updated Jul 11, 2026

AI Agent Memory: Types, Storage, and How To Implement It

Learn how AI agent memory works, from in-context buffers to vector stores. Discover how to build persistent memory into real-world agent workflows at scale.

Updated Jul 11, 2026

Fix Agent Failures With Context Engineering for LLMs

Context engineering for LLMs goes beyond prompt design. Learn how to manage context rot, budget tokens, and build reliable production AI agents with n8n.

Updated Jul 11, 2026

Building an AI-powered incident response workflow in n8n

Build an AI-powered incident response workflow with n8n. Combine RAG, threat intelligence, and historical incidents to accelerate SOC investigations.

Updated Jul 11, 2026

Agent Identity, Reliable Execution, and Intent are only half-way solved

After spending the past couple of months looking at hundreds of tech docs from n8n, Google, Gumloop, and the rest, I tallied up 75 capabilities you’d expect an agent development tool to offer.But there are so many more things you can, need, or should do to agents

Updated Jul 11, 2026

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

Hugging Face tutorial: ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

Updated Jul 11, 2026

Data for Agents

Hugging Face tutorial: Data for Agents

Updated Jul 11, 2026

Give your eve agent GitHub tools

GitHub Tools now ships an eve toolset through the new @github-tools/sdk/eve subpath. One file in agent/tools/ can register every GitHub tool, or use a preset such as maintainer, so you can build a complete GitHub agent in nine lines of code.Safe by default: Every write tool, such as mergePullRequest

Updated Jul 11, 2026

Vercel Agent: An agent you can let near production

Today we're expanding Vercel Agent. It started by triaging alerts and reviewing your pull requests. Now it has a home in your dashboard, where it can investigate production, answer questions about your projects, and take action once you approve it.Because Vercel Agent is built into the platform that

Updated Jul 11, 2026

Build logs now redact Sensitive Environment Variable values

When an Environment Variable is marked Sensitive and has a value 32 characters or longer, Vercel now replaces it with [REDACTED] in the deployment's build logs.The Build Logs view also indicates when redaction happened, giving teams visibility into why output was masked without ever exposing the und

Updated Jul 11, 2026

You can now deploy Lovable apps to Vercel

Vercel now supports Lovable applications with zero configuration.To get started, sync your Lovable project to GitHub, then import the repository to Vercel. Vercel automatically detects the framework (TanStack Start) and deploys your app. Once connected, every change you make in Lovable syncs to GitH

Updated Jul 11, 2026

How agents are transforming work

A new OpenAI research paper shows how AI agents are transforming work, enabling longer, more complex tasks and expanding productivity across roles.

Updated Jul 11, 2026