AI Tutorials
70 tutorials · Last updated Aug 16, 2026
n8n Advanced AI Documentation
Official n8n AI docs for building AI agents, tool-calling workflows, and automations.
Updated Aug 16, 2026
LlamaIndex Documentation
Official LlamaIndex docs for retrieval, indexing, agents, and knowledge workflows.
Updated Aug 16, 2026
LangChain JavaScript Overview
Official LangChain docs for building LLM applications and agentic workflows in JavaScript.
Updated Aug 16, 2026
Vercel AI SDK Documentation
Official Vercel AI SDK docs for building streaming AI applications and agents.
Updated Aug 16, 2026
Claude Code Tutorials
Official Anthropic tutorials for using Claude Code in real development workflows.
Updated Aug 16, 2026
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
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
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
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 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
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
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
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
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
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
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
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
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
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
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
Dify: Visual AI Workflow Builder
Build AI applications visually with Dify — drag-and-drop LLM orchestration, RAG, and agent workflows without coding.
Updated Feb 20, 2026
LlamaIndex: RAG Pipeline Guide
Build production-ready RAG (Retrieval-Augmented Generation) pipelines — document loading, indexing, and query engines.
Updated Feb 20, 2026
Vercel AI SDK: Build AI Apps
Build streaming AI applications with the Vercel AI SDK — works with OpenAI, Anthropic, Google, and open-source models.
Updated Feb 20, 2026