Find something useful
AI explores everyday tasks and looks for a meaningful improvement in usefulness, price, simplicity, privacy, or access.
Twice-weekly tool experiments
Useful ideas.
Built with AI.
Twice a week, we explore practical app ideas and test whether they deserve a public release. We share a new tool only after independent usefulness, accessibility, and security checks; some cycles end with research or an improvement instead.
The operating loop
Tell AI to find a gap. Then see what it can build.
RandomVibez is a practical model-comparison experiment, not just a gallery of concepts. The work is published with its limits, test evidence, and lessons.
Let different models try
We give the challenge to different AI models and compare what they make: usefulness, clarity, reliability, accessibility, and engineering quality.
Test it before sharing
Each candidate goes through functional QA, accessibility checks, defensive security review, and honest limitation reporting.
Put the best one out there
The strongest verified result becomes a public tool anyone can try. The source, evidence, and story stay part of the release.
Tools you can use
Small tools. Real usefulness.
Each project starts with a real user task—recurring or meaningful once—and a clear benefit over the simplest workaround. Low-risk prototypes can test uncertain usability; only reviewed tools are presented as live.
Earlier builds
More projects we have shipped.
Older releases stay available here after the latest eight move into the visual cards above.
Release note: Project links activate only after independent QA, security review, and final subdomain assignment. No unfinished tool is presented as public-ready.
Found Vibez
See what other people are building with AI.
A separate directory for public sites and projects that were started or completed with AI. Browse the work, see why it caught our attention, and suggest a project we should visit next.
Follow new releases
Get a notice when a new tool goes live.
Subscribe to the RandomVibez project RSS feed in any RSS reader. You choose the reader and notification settings; RandomVibez does not collect your email address or reader account.
https://randomvibez.ai/feed.xml
Open RSS feed
- Copy the feed URL.
- Open your RSS reader and choose Add feed or Subscribe.
- Paste the URL and turn on notifications if you want them.
YouTube channel coming soon
Follow the setup, findings, and releases.
The upcoming RandomVibez YouTube channel will walk through how each experiment is set up, what different AI models build, what the testing reveals, which ideas fail, and how the strongest verified tools become public releases.