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LAYAI Connect: a 24-second look at voluntary AI research participation

Furkan Aras · 2026-10-04T02:44:43.819-07:00

We’re building LAYAI Connect, a free Windows app for voluntary participation in bounded AI research tasks.We’ve added a 24-second walkthrough using real application screens: start sharing, review accepted work parts, and pause. The research history comes from earlier development-account tests; no new task was completed in this demo.Supported numerical and Hilton tasks can be split into ten work units. The server validates returned units before recording research points, so an accepted part can count without one device finishing the whole task. This is reference validation, not a cryptographic proof of execution.Watch the walkthrough or try Connect:https://layai.pro/connect?utm_source=producthunt&utm_medium=community&utm_campaign=oct2026_product_demoWe’d value practical feedback: is it clear when your device is ready, working or paused? What would you need to see before choosing to participate?Shared AI memory and reusable knowledge capsules remain our research goals. Participation points are not tokens or guaranteed airdrop allocations.

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4mo ago

Radar by Pixelmojo - See exactly what AI says about your brand and fix it (free tier, any domain)

Hey everyone, I'm Lloyd, founder of Pixelmojo. Sharing Radar, our AI visibility platform that just hit GA.

The problem it solves: Most teams are publishing content and optimizing for AI search but have no idea whether ChatGPT, Perplexity, Claude, or Gemini are actually citing them or citing them correctly. We analyzed 59 real AEO audits and 9 in 10 sites scored an F. AI engines often hallucinate facts, link your brand to the wrong entity, or simply can't reach your content.

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9mo ago

We built Skimle and are launching in one hour....!

Hello all,

After 18 years of corporate and academic life me and my c-founder @hschildt decide to do something new and we launched Skimle (https://skimle.com) which trying to be "Excel for text" - enabling systematic analysis and structuring of all qualitative data. You can for example analyse interview notes, meeting notes, statements and reports to find themes and insights.

Have a look and if you like it, hit all the appropriate upvote and like buttons!

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4mo ago

Proud of these two features in my app Verlox—that insure your project never dies.

If you're like me and you w accidentally ruined your entire project with one command /prompt from Claude code or any other AI terminal/CLI fear no more I m building a tool where you can actually review your computer with AI and prevent disasters from happening It s an AI CLI, if control, safety, and prevention are what you're looking for when using terminals or other AI terminals then it s for you You can either delete stuff on your own by typing the command yourself or using the AI chat panel (which is the one in the screenshot) The AI chat panel So many times have come when I found out the AI edited something it didn t mention in its summaries, touching stuff I didn t plan it to touch There are a lot of features but the ones that live up to the promise are the vault/deletion process The AI chat panel shows you the process it s gonna take before it begins the action, always shows you the risk level on any action (if you have this on) Deleting something doesn t permanently delete it, it stores in in a vault on the app, where you set the date for complete deletions, until then you can restore it any time the vault room shows everything deleted either by you or the AI so if you accidentally delete something you can get it back with a click of a button, and of course I had to add the type x to permanently delete Y because I tent to over think on whether I actually want to delete it, am I doing the right thing etc, the force to name it system helps me truly decide whether I m in my right mind There s more to the app to showcase but I think these two things represent the app to its fullest as it doesn t just reduce disasters with AI on your terminal but it restores any that s been too late/done Currently only available in Windows, as I don t have a Linux or Mac to test/develop them, so any Windows users who are interested in a smart reviewable terminal that doesn t make you feel like the back seat driver between your computer and any AI model you use, try it on r https://www.verlox.app

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4mo ago

Preserve your family’s history, voices, and stories in one beautiful digital archive.

Hi everyone!

I m currently building Familystories, a platform designed to preserve family history, voices, and memories in a beautiful digital archive before they get lost.

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4mo ago

Claude + Sinqlo: The Future of Brand Management!

Sinqlo brand asset management software lets your AI assistant retrieve live logo URLs, exact color values, and font stacks directly from your brand library without you opening a single folder.

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4mo ago

Turning your endless open tabs and countless saves into actual plans.

We re building afterthoughtai.com an action-oriented bookmark assistant designed for everyday people who want to actually use the content they find online without making organization a second full-time job. Think of us as the organized best friend who finally took away your keys and sorted your mess. No complex dashboards, no manual folder structures. We d love for you to check out the concept and tell us if this solves your digital hoarding problem!

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4mo ago

We built India's first family-focused smart ring. Here's what we learned about health wearables.

6 months ago we set out to build a smart ring for India. Here are 3 things we learned that surprised us:

1. People don't want more data they want less anxiety. Every extra metric we showed in testing made users MORE stressed, not less. We stripped the app back to what matters.

2. Families are the missing use case. Our testers kept asking "can my mum see this?" "can I check on my dad?" The family angle wasn't planned users demanded it.

3. Screen-free is a feature, not a limitation. No display means no notifications, no distraction, no checking your finger every 5 minutes. People loved the calm.

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4mo ago

Your terminal, in blocks that explain themselves

I built Verlox because Al terminals have a trust problem. They run things, scroll fills the screen, and you're left reconstructing what actually happened, Blocks is my answer https://www.verlox.app. Every command you run becomes its own card with the command, its output, and a quiet line that tells you the outcome in plain English. No digging through scrollback to figure out whether something worked. A few things I'm proud of in this release: Fix this. When a command fails, one button sends that exact run, the command plus its own output, to the Al and it gets straight to work on a fix. Not "the last thing on screen", the specific block you clicked. Run the same command twice and each block keeps its own story. Explain. On any successful block, one click generates a plain English explanation of what the command did, rendered right inside the card with the model that wrote it credited underneath, No tokens are spent unless you ask. Reversibility you can see. If a command deleted or changed files that Verlox captured, the block shows a Restore button wired to the Recovery Vault. The promise isn't "trust the Al", it's "here's the undo". Suggested next steps. Ran git add? The block offers git commit, Ran nom install? It offers nom start. Small thing, saves a surprising amount of typing, " Everything the.Al does in Verlox is plan first, approve before run, and recorded on a timeline. Blocks brings that same transparency down to every single command. Would love your feedback, especially on what a block should show that it doesn't yet.

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4mo ago

I built The Revision to find tech news worth reading

I started with a scheduled daily prompt.

The goal was simple: send me the tech news worth reading.

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4mo ago

Stop Jumping Between Travel Calculators: 15 Tools in One Place

Hi everyone

While building travel websites, I noticed something frustrating:

Travelers often need multiple calculators just to answer basic planning questions.

You might calculate a distance on one site, estimate fuel costs on another, check flight time somewhere else, then search for layover advice, airport information, time zones, and trip costs in completely different places.

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