What's New
User-facing updates to Vercel Experiments - new labs, docs features, and notable changes.
What's New
User-facing updates to Vercel Experiments - new labs, docs features, and notable changes.
October 12, 2026
- Experiment surfaces (not every lab is an API) - docs and registry now default to UI Reference; Route Handlers only when HTTP, secrets, or ImageResponse need them. Added registry
surface(ui|route-handlers|mixed). Pruned thin JSON wrappers from CDN Redirects, Favicon Brand Kit, and Thumbnail Factory; Vercel Flags local mode is UI-only; AI lab docs use Server Reference. - Wave 3 Batch H composition labs - fifteen apps for boards, approvals, tenancy, webhooks, gates, metering, vision, and ImageResponse kits:
- Feature Request Board - ideas - AI clusters - Redis/memory votes
- Approval Workflow Lab - draft - token approve/reject (Neon/memory)
- Multi-Tenant Notes - tenant header/path - isolated notes
- Webhook to Sheet Lab - webhook receive - sheet rows + replay
- Auth-Gated Preview - password gate + draft/preview content
- Invite-Only Beta - invite codes - allowlist demo
- Usage Meter Lab - per-session soft/hard API metering
- Screenshot to Ticket - image vision - structured bug report
- Whiteboard to Tasks - image - tasks JSON
- Product Shot Copy - image - title/bullets + optional OG
- Before After Diff Lab - two images - change summary
- Diagram to Mermaid - description or image - Mermaid + caveat
- PDF Redaction Helper - text - PII span suggestions (not perfect redaction)
- Thumbnail Factory - title/theme - ImageResponse batch thumbs
- Favicon Brand Kit - color+letter - icon ImageResponse set
- Batch E AI composition labs - seven apps for tools, HITL, RAG, repair, eval, guardrails, and form fill:
- Tool-Calling Weather Demo - mock weather/time/calc tools + visible tool trace
- Human-in-the-Loop Lab - AI email draft - user edit - webhook POST
- RAG from Markdown - multi-file MD - Q&A with source chunks
- JSON Repair Lab - broken JSON - repaired + diff
- Prompt A/B Eval - two system prompts - side-by-side + judge scores
- Guardrails Lab - allow/block/rewrite policy + audit log
- Structured Form Filler - prose - Zod fields with confidence
- Batch F platform composition labs - five platform labs for image CDN, ISR products, SWR catalogs, cron sitemaps, and env promotion:
- Image CDN Compare - raw URL vs
/_next/imagesize/format table - ISR Product Page - fake products with revalidate + on-demand button
- Stale-While-Revalidate Shop - catalog SWR headers + Redis/memory + timeline
- Cron Sitemap Rebuild - Cron regenerates sitemap.xml (Neon/Blob/memory)
- Env Promotion Checklist - Preview vs Prod required env checklist (redacted)
- Image CDN Compare - raw URL vs
- Batch G vertical mini composition labs - twenty AI vertical demos (structured / stream where apt; Neon/Redis only for persistence demos):
- Tutor Chat Lab - topic-grounded
streamTexttutoring - Recipe from Fridge - ingredients - recipes + missing items
- Itinerary Builder - destination - streamed day plan
- Budget Split Lab - local fair-share math + AI rationale
- Habit Tracker Lite - AI plan + Redis/memory check-ins
- Newsletter Remix - article - subjects + tone variants
- Price Watch Lab - pasted targets + Redis/memory watch list
- Glossary Builder - domain text - glossary terms
- RFC Writer Lab - problem - RFC outline sections
- Postmortem Generator - incident notes - blameless draft
- Onboarding Checklist AI - role - checklist + Neon/memory progress
- Competitor Battlecard - notes - talk tracks
- Customer Voice Themes - feedback - themes + quotes
- OKRs from Strategy - strategy - objectives/KRs
- Meeting Agenda Lab - goals - timed agenda
- Legal Hold Notice - educational hold draft + not-legal-advice banner
- Accessibility Copy Fix - local heuristics + AI rewrites
- i18n String Lab - strings - keys + sample locales
- Email Sequence Lab - brief - multi-touch sequence
- Pitch Deck Outline - idea - streamed slide outline
- Tutor Chat Lab - topic-grounded
- Wave 3 Batch C/D composition labs - waitlist, job queue, Stripe HMAC sandbox, and voice notes:
- Waitlist Viral Lab - email waitlist - Neon/memory + referral codes + Cron drip preview
- Job Queue Lite - enqueue Redis/memory - Cron drain - progress UI
- Stripe Events Sandbox - paste Stripe-like JSON - real HMAC verify - idempotent log
- Voice Notes Lab - transcript paste - chapters/summary/actions (audio stub)
- Wave 3 Batch A composition labs - nine AI + files/content apps composing
generateObjectwith real document workflows:- Contract Clause Finder - contract paste/PDF - risk/obligation/date table
- Invoice Matcher Lab - invoice + PO - match/mismatch + confidence
- Syllabus Planner Lab - syllabus - weekly study plan JSON
- Policy Simplifier Lab - terms/privacy - plain-language summary
- Codebase README Lab - tree + snippets - README draft
- Schema from Sample Lab - JSON/CSV - Zod/TS type strings
- SQL from Question Lab - DDL + English - SQL (Neon run optional / explain-only default)
- API Mock from OpenAPI - OpenAPI - mock Route Handler stubs download
- Regex Explainer Lab - regex explain (AI) + test-string highlights (
logic.ts)
- Wave 3 composition labs - eight apps composing CRM, cron digests, A/B copy, status checks, cost-aware AI, support triage, link previews, and Redis thread memory:
- Form to CRM Lab - lead form - AI enrich - Neon/memory - optional webhook
- Inbox Digest Cron - seed inbox - Cron digest (AI or deterministic)
- A/B Landing Copy Lab - AI headlines + cookie buckets + funnel counters
- Status Page Lab - synthetic checks + Redis/memory history + public status
- Cost-Aware AI Lab - dual-model latency + labeled token/cost estimates
- Support Triage Lab - ticket - category/priority/reply + Redis rate limit
- Link Preview Enricher - meta fetch - rewritten titles - ImageResponse (+ Blob)
- Memory Thread Lab - multi-turn chat with Redis TTL memory
- Batch B URL/web composition labs - nine standalone experiments for fetch, feeds, SEO, and paste-based triage:
- Competitor Page Diff - two capped page fetches - structured messaging diff
- RSS Digest Lab - feed URL - top-N digests with regenerate
- Sitemap Health Lab - sitemap sample link checks (rate-limited)
- Robots Policy Advisor - robots.txt paste/URL - allow/deny advice
- Lighthouse Action Plan - Lighthouse JSON - prioritized Next.js fixes
- npm Package Brief - registry metadata - when to use/avoid (no install)
- GitHub Issue Triage - issue paste - labels + first response (no token)
- Stack Trace Fixer - error+stack - Next.js tips + repro checklist
- SEO Meta Auditor - URL meta gaps + rewritten suggestions + OG preview
- Phase 5 edge & platform gap labs - ten standalone experiments covering geo, bot gates, rollouts, realtime, redirects, JWT auth, zones, MCP tools, and Draft Mode:
- Geolocation Lab - Vercel geo headers + Intl currency/date
- Bot Protection Lab - challenge + rate-limit gate (honest non-BotID demo)
- Maintenance / Canary Lab - kill switch + percentage canary via
proxy.ts - A/B Testing Lab - sticky cookie cohorts with impression/conversion tracking
- WebSockets Lab - Fluid realtime constraints + labeled SSE playground
- CDN Redirects Lab - editable map -
vercel.jsonexport + live Route Handler test - Edge Auth Lab - short-lived JWTs with
jose+ clock-skew cases - Microfrontends Zones Lab - shell + zone child contract
- MCP Tools Lab - catalog search tools over a registry snapshot
- Draft Mode CMS Lab - markdown draft - Draft Mode preview - publish
October 11, 2026
- Wave 2 composition labs - eight more apps that compose AI SDK / platform patterns (Neon, Redis, Blob, streamObject, ImageResponse, CSV parse, diffs):
- Notes to Actions Lab - meeting notes - action items with Neon or in-memory persistence
- Docs to FAQ Lab - markdown - FAQ pairs with Redis content-hash cache
- Image Alt Studio - vision alt / SEO filename / caption + optional Blob
- Streaming UI Checklist -
streamObjectpartial checklist UI - OG from Database - Neon/in-memory products -
ImageResponseOG cards - Slide Deck Summarizer - PDF/text - streamed per-slide bullets + brief
- CSV Insight Lab - parse CSV locally, insights without inventing rows
- Changelog from Diff Lab - PR diff - customer-facing + internal notes
- Wave 1 composition labs - six AI-backed apps that compose AI SDK patterns with real inputs (PDF/text, receipts, resumes, URLs, notes, RAG-style chat):
- PDF Quiz Lab - extract text,
generateObjectMCQs, interactive score UI - Receipt to JSON Lab - text or vision - structured expense JSON
- Resume Fit Lab - match score, missing skills, rewritten bullets
- URL Brief Lab - capped fetch + streamed summary +
ImageResponseOG preview - Flashcards from Notes - notes - flip cards + JSON export
- Chat with Your PDF - chunk + keyword retrieval + cited answers
- PDF Quiz Lab - extract text,
- Catalog prune - removed low-value / duplicate labs: Feature Flag Playground (superseded by Vercel Flags Lab + Global Config Lab), Multi-Tenant Routing Demo (simulator-only overlap with Middleware and Routing Lab), plus earlier removals of pure toys and redundant sims. Platform primitives stay; the catalog favors real APIs and composition labs.
- 3 new platform labs for recent Vercel products:
- Workflows Lab - durable
'use workflow'/'use step'/sleepwith the Workflow SDK - Queues Lab -
@vercel/queuepublish + privatequeue/v2betaconsumer - Vercel Flags Lab - platform-native Flags SDK evaluation with entity targeting
- Workflows Lab - durable
- 5 platform experiments, including:
- Blob Storage Lab - upload, list, and delete objects with Vercel Blob
- Global Config Lab - ultra-low-latency flags and kill switches
- Redis Cache Lab - TTL cache and distributed rate limits on Upstash Redis
- Cron Jobs Lab - Vercel Cron schedules with Redis or Blob heartbeats
- Neon Postgres Lab - serverless Postgres from the Vercel Marketplace
- One-click Deploy - Deploy buttons provision Blob, Upstash Redis, and Neon stores where needed
- Honest degradation - demos report missing Marketplace services instead of inventing results
- Introduction index - the Introduction page lists every experiment by category
October 11, 2026 - Initial catalog
- Initial public catalog - deployable experiments and this docs hub, covering AI, performance, networking, security, rendering, routing, platform, and developer tools
- Featured labs, including:
- AI Streaming Lab - stream text and tools through AI Gateway
- Webhook Playground - capture, inspect, and replay webhook traffic
- Cache Behavior Explorer - hits, misses, and Cache-Control strategies
- OG Image Studio - Open Graph cards with
ImageResponse - Rate Limiting Simulator - token bucket and sliding window demos
- Middleware and Routing Lab - rewrites, redirects, and header routing
- Streaming SSR Playground - progressive HTML with Suspense
- ISR and Revalidation Playground - on-demand and time-based revalidation
- Image Optimization Lab -
next/imagequality and format tradeoffs - AI Code Sandbox - gated arithmetic execution (no unrestricted eval)
- and more under each category in the sidebar
- Docs foundation - Getting started, local development, adding an experiment, conventions, and contributing guides