VIBE⌇BRATOR
Take the Vibe Check
Good vibes. Verified.

Vibe coding, explained for people who don’t write code.

Vibe coding means building an app by describing it to an AI. Describe your goal, generate, run it, then give feedback. Find a tool for the job, copy a prompt, and check the result. 99 tools. 20 prompts. 60 words.

Why verification matters
84
% use or plan to use AI tools
51
% of pros use them daily
46
% distrust the accuracy
40
% agentic projects cancelled by ’27

Rows 1–3: Stack Overflow Developer Survey 2025 · distrust rose from 31% in 2024. Row 4: Gartner, June 2025. Most people are using this stuff. Almost half do not trust what it hands back. Closing that gap is the whole job of this site.

What do you want to do?

Pick the situation you are in. Each path tells you what to open next.

The loop: describe → generate → run → feedback

Name the outcome and constraints. Give the AI context. Run the result yourself. Bring back the error or screenshot, then repeat with a specific change.

Define what passing means · Ask for evidence · Look up a word

Open the hood: when to involve engineering

If the app handles money, identity or other people's data, get the code, access controls and deployment reviewed. The Vibe Check is a self-assessment, not a security certification.

Word of the Day

October 14, 2026

silent regression

[ SAHY-luhnt ri-GRESH-uhn ]

noun

A change that fixes the bug you reported and quietly breaks something nearby that was working fine.

The reason later rounds need the same care as the first. The AI improves the thing you pointed at and has no stake at all in the thing you did not.

You or Them?

not read yet

Live readings need JavaScript

ANTHROPICNO SIGNAL
OPENAINO SIGNAL
GOOGLENO SIGNAL
XAINO SIGNAL
CURSORNO SIGNAL
GITHUBNO SIGNAL
VERCELNO SIGNAL
SUPABASENO SIGNAL
See the whole board →

AI News

Mood: uneasy
  1. Mamdani imposes one-year ban on AI for most NYC studentsbad newsReuters
  2. OpenAI begins rolling out GPT-6 AstraCNBC
  3. Nvidia launches free tool that links idle computers into personal AI datacenterThe Verge
  4. GitSpawn: Flaw Lets Untrusted Repos Run Code in Claude Code, Codex, Cursor, Grokbad newsmanifold

Green is good news, red is bad. We read the headline, not the story. Stories from Hacker News.

The Prompt Deck

20 prompts

Every prompt on its own page, with its test log →

The Toolbox

99 tools

Choose a job or search by name. Each card explains what the resource helps you do; dated reviews describe the official page, not an app test.

No link here pays us, and nobody records which ones you click. Previews are wireframes, not screenshots. Nothing here is hotlinked from anyone else’s server.

Learn

17

App builders & agents

14
v0.appv0Design an interface or web-app prototype with AI in the browser, then inspect and run the result.Official page reviewed 2026-10-02 · not app-testedhuggingface.coDeepSiteDescribe a site, get a working single-page build you can download — a Hugging Face Spacemanus.imManusAn agent that plans and does multi-step work in a browserhackerai.coHackerAI (formerly PentestGPT)AI help with testing your own app for security holes (PentestGPT, renamed)poe.comPoeMany models behind one chat windowreaddy.aiReaddyPrompt to website, good for a first passrocket.newRocketDescribe an app in plain text, get a full-stack buildrunable.comRunableChain AI steps into a workflow you can rerunwww.softr.ioSoftrBuild a managed business app or client portal from a description, then refine it visually.Official page reviewed 2026-10-02 · not app-testedlovable.devLovableDescribe a small app prototype in plain language, then run and inspect it in a browser builder.Official page reviewed 2026-10-02 · not app-testedbolt.newBoltBuild a web-app prototype by chatting with an AI in the browser, then check the result.Official page reviewed 2026-10-02 · not app-testedreplit.comReplit AgentCreate and run an app prototype with an AI agent in a browser workspace.Official page reviewed 2026-10-02 · not app-testedcursor.comCursorUse an AI coding agent with an existing repo in an editor or terminal. Review its changes and run tests.Official page reviewed 2026-10-02 · not app-testedclaude.comClaude CodeGive a coding agent a task in your existing repo, steer the work and review the evidence.Official page reviewed 2026-10-02 · not app-tested

Media & slides

11

UI & design

15
colorhunt.coColor HuntCurated palettes, faster than arguing with a modellordicon.comLordiconAnimated icons without writing a single keyframepictogram2.comPictogram2Free stick-figure pictograms for diagramspngwing.comPNGWingTransparent PNGs for whatever you are mocking upreactbits.devReact BitsMoving pieces of screen you can paste straight into a React appschultzschultz.comSchultz SchultzOdd, lovely browser design tools from a real studiospacetypegenerator.comSpace Type GeneratorType a phrase and bend it into moving type; many of its tools save a loop or MP4tooooools.appToooooolsTurn any image into stipple, dither, or ASCIItopoexport.comTopoExportDownload vector maps and 3D terrain modelsuiball.comUIBallThe little spinners and loading bars an AI build always forgetsmagicui.designMagic UICopy React, Tailwind and motion components for landing pages and interface polish.Official page reviewed 2026-09-30 · not app-testedretroui.ioRetro UIBuild a pixel-style React interface with Tailwind and TypeScript components.Official page reviewed 2026-09-30 · not app-testedsmoothui.devSmoothUICopy ready-made React page sections instead of designing every block from scratch.Official page reviewed 2026-09-30 · not app-testedui.unlumen.comUnlumen UIBrowse reusable React interface components with Tailwind and motion. Check each component’s access and licence.Official page reviewed 2026-10-02 · not app-testedparticles.casberry.inAI Particle SimulatorExplore 3D particle motion and controls for visual-interface inspiration.Official page reviewed 2026-10-02 · not app-tested

Research

9

Business & utilities

5

Rabbit Holes

28
atomanimation.comAtom AnimationWatch atoms and molecules movecarto-art.vercel.appCarto ArtTurn any map into a printable posterdofsimulator.netDOF SimulatorSee how aperture changes depth of fielddrawastickman.comDraw a StickmanDraw a stickman and send him on an adventureadultswim.comElastic ManStretch a face around. You will lose ten minutesemupedia.netEmupediaClassic games and old operating systems, emulatedfloor796.comFloor 796An endless animated pixel scene full of referencesfff.cmiscm.comForm Follows FunctionAn interactive art piece about form and functionwww.geo-fs.comGeoFSA real flight simulator in your browserifixit.comiFixitFree repair guides for almost any deviceinkarnate.comInkarnateDraw fantasy maps in the browserlearn-anything.xyzLearn AnythingA visual map of how topics connectthreatmap.checkpoint.comLive Threat MapLive map of cyber attacks happening nowarchive.orgMagazine RackDecades of digitized magazines, freeai.meta.comMeta SAM 3DMeta's research on rebuilding a 3D object from flat picturesmuted.ioMutedLearn music theory by clicking thingsmyretrotvs.comMy Retro TVsWatch things as if on a vintage TV setneal.funNeal.funScroll through the scale of lifechemistry-en.nobook.comNoBook ChemRun chemistry experiments in a virtual labphet.colorado.eduPhET SimsInteractive physics and chemistry simulationsplayphrase.mePlayPhraseSearch movie clips by the line of dialoguerotatingsandwiches.comRotating SandwichesSandwiches. Rotating. That is the whole siteshorturl.atShortURLShorten a link, nothing elseslowroads.ioSlow RoadsDrive an endless road. Nothing happens. It rulessplitmysong.comSplit My SongSplit any song into separate instrument tracksthetoymaker.comThe ToymakerPrintable paper toys you cut out and foldtoytheater.comToy TheaterSimple educational games for kidswhitescreen.onlineWhite ScreenA blank white screen. Surprisingly useful