Most AI writing tools promise a better draft in one click. I wanted something different: a second reader that helps you decide what to change and why.

I build open-source tools that turn domain knowledge into explicit, repeatable guidance for AI assistants. The idea is to help people make better decisions, not just automate their work.

Hi everyone, I m Abhishek, and I made Disco, a free daily music puzzle.

Every day one piece of artwork is cut into tiles and shuffled, with a song waiting behind it. Swap tiles to rebuild the picture. When it s solved, the song plays and links to every streaming service appear, so you can keep listening.

Hey Product Hunt community!

I ve been building Aainix, a movie and TV discovery platform with a focus on the decision behind what to watch.

Coachtrax - Fitness tracker and coaching platform
Brewtrax - Track your beans and brews
Flowtrax - Period & Ovulation tracking

Shuttertrax - Photobooth for any events

Deploytrax - CI/CD for mobile deployment

Whats yours?See if you can also do it in 5 words, :P

Hey makers what's the task that keeps eating your API tokens? A coding loop that won't finish, long documents, or an agent calling the same tools over and over?

I'm on the Tokatlas team. It's a commercial multi-model API platform, and we're inviting builders to try it with a real task and tell us what works and what doesn't. Our team has tested a Cursor connection; other setups need to be checked against the endpoint, model and features you use.

If you'd like to join, leave a few sentences about your task, the model or tool you use, and what you'd most like to improve: cost, response time or output quality. No bills, private code or customer data needed.

We'll choose suitable cases and offer API test credits from the same 20 trial spots we're sharing across communities. Selection is based on a clear use case, technical fit and willingness to share feedback, rather than who spends the most.

Road to 1,000,000 @Votap users - Day 97 | Current: 1578
We re introducing a one-time Founding Member invitation. Once you cast your 10th vote, you ll see this offer once. It won t be sitting around anywhere else in the app, and it s limited to our first 500 Founding Members. You ll get lifetime Premium, a special Founding Member identity and every Votap feature forever.
But the part I m most excited about is our private WhatsApp community. Founding Members will be able to talk directly with us, report bugs, share ideas, suggest features and help shape what Votap becomes next.
Want to get your 10 votes in? Download Votap from the App Store!
More tomorrow.

Hi makers

Excited to share LashMuse, an iOS app built to solve a simple problem: finding out whether a lash style actually suits you before the salon visit or posting a photo.

What it does:

• Live camera preview or photo upload

• Customize 6 lash styles, intensity, colors, and lenses

• Hold-to-compare before/after & shareable style cards for lash artists

• 100% Private: No sign-up required. All processing happens on-device no face data or photos ever leave the phone.

I'm Henrique, one of the makers of Skyportal, an open source AI agent for infrastructure. It watches your deployments, Kubernetes events, GPU metrics and logs. When production breaks, it explains what changed and proposes a fix.

The one thing it won't do without asking: run a command that changes something on your servers. Each one waits for a person to say yes, unless you've added that command to its permit list. After a fix, it runs read-only commands to check that the fix worked.

Skyportal on Product Hunt: https://www.producthunt.com/prod...

Hey again, Product Hunt!

Thanks for all your feedback on the Virtual Card feature! Here's a quick follow-up on how our virtual cards solve the pain points businesses face:

• No more mystery purchases: Each card is tied to a specific vendor or expense, so you'll always know what was bought, where, and by whom.

• Instant card generation: Need a new card for a vendor? No problem. You can create it instantly, with real-time sync to your accounting software.

• Business continuity: If one card is compromised, it doesn't lock everyone else out. The other cards keep working as usual.