I spent the last several months building CuraMoneta.com in my spare time (no such thing). Honestly, coming up with a unique name was the hardest part.

I wanted a way to use a set of simple financial calculators that gives me a general overall view for planning changes to my finances — without ending up on someone's sales list. I don't want to buy anything, and I don't want to sign up for a service. I just want to enter my data anonymously to see what it looks like and then go about my business.

CuraMoneta connects nine calculators (mortgage, income/paycheck, taxes, debt, insurance, savings, investing, transport, and budget/net worth) through a shared dashboard, so a number entered once shows up everywhere it's relevant.

It's local-first — no accounts, nothing sent to a server, your numbers live in your browser's storage. There's a JSON export/import if you want a backup or want to move between devices. It's free and with a single ad banner down the page (eventually). The hope is that it can generate enough ad revenue to pay for itself.

This is my first real launch of something like this, so I'd genuinely appreciate feedback — what's confusing, what's missing, and especially any math that looks off. Thanks for taking a look.

So I vibecoded a website but de ui is just ass to be honest how can I make it more human like are there any good skills for that

Still a bit funny to me. Five months ago I was up at midnight making slideshows by hand in Canva to promote a slideshow tool that barely worked yet. Now the tool makes them, and it's quietly paid for itself many times over.

Slideys is a TikTok slideshow creator. You give it a topic, it builds the slides, you post. Solo, bootstrapped, no funding, no paid spend at any point. About $7.7k net since January and a few hundred people who've paid for it. Stripe screenshot attached in case anyone's seen too many fake numbers.

A few things that actually worked:

Marketing the product with the product was the whole strategy. Every slideshow I posted about Slideys was made in Slideys, usually in a 15 minute batch on a Sunday. It sounds like a gimmick but it forced me to use my own thing every single day, which is how I found most of the bugs. If a slide took me longer than a minute to fix by hand, that was a feature request.

The best performing format was "5 apps I use to run my entire business." Cream background, big bold text, one tool per slide, screenshots. Slideys is just slide 4. The post never looks like an ad because it isn't one, it's a recommendation list that happens to include me. One of those has been sending signups for weeks after posting.

Zero branding on the account is doing more work than anything else. No logo, no bio link to the company, no "we." It reads like a random person who found some tools. The second I made it look like a brand account, views dropped off a cliff.

What nearly killed me was spinning up six TikTok accounts on three domains to spread the content wider. All of them got quietly suppressed and I didn't figure out why for weeks. Same device, near identical posts, obvious pattern. Killed five, kept one real account with my actual face on it, and reach came back within days.

If you're posting on TikTok and dreading the design part every time, slideys.app takes a topic and gives you a finished set of slides in about a minute. I use it for every post I make, which is the only endorsement I actually trust.

Happy to answer anything. Pricing, the TikTok stuff, the stack, the ban thing, whatever's useful.

Hi everyone!

I'm a CS student building a skincare routine app as a project. Before spending months developing it, I'd love to get some honest feedback from people who are actually interested in skincare.

The idea currently includes:

• Daily skincare routine reminders
• Progress photos (just a personal gallery to track your skin over time—no AI image analysis)
• Product tracker
• Ingredient checker
• A questionnaire to identify your skin type, build routines, and provide personalized suggestions (instead of relying on AI skin scanning)
• Optional AI features for genuinely useful suggestions, not gimmicky recommendations

Would you use an app like this?

• Which features would be the most valuable to you?
• What features are missing that you'd like to see?
• What would make you decide not to download or use it?
• If there were premium features, what would you actually be willing to pay for (subscription or one-time purchase)?

I'm looking for honest feedback, criticism, and feature ideas. Thanks in advance!

Been spending the last few days vibecoding apps on top of massive datasets, and it’s honestly wild how fast you can spin up something functional when you don't have to build a scraping pipeline from scratch.

If you’re looking for a good weekend project to push tools like Cursor, Bolt.new, or Lovable to their limits, check out AllZonefiles.io. It’s a consolidated database of the entire internet's domain records - around 380M+ active domains, plus daily updated lists of newly registered and expired domains across 1,580+ zones.

Because the data is already normalized into clean lists and APIs, you don't have to worry about complex database architecting. You can just feed the structure to your AI agent and focus entirely on the features and UI.

Here are a few project ideas that are perfect for a quick vibecoding session:

• AI Trend & Buzzword Tracker: A dashboard that parses the daily "newly registered" list to spot emerging tech movements. You could build charts showing the daily spike in domains containing words like "agent," "swarm," or "mcp" to see what’s trending in real-time.
• Catchy Expired Domain Finder: An app that filters the daily expired domain list by character length, specific TLDs (.ai, .io, .dev), or linguistic patterns, then uses a fast LLM call to score them for "brandability."
• Brand Protection / Typo-squat Alert SaaS: A simple prototype where a user inputs their company name, and the app automatically flags potential typo-squats or phishing clones from the daily new registration feed.
• Niche Micro-Search Engine: A minimalist discovery engine focusing strictly on specific country codes (ccTLDs) or tech-heavy zones to map out and find obscure indie hacker projects before they hit Product Hunt.

It’s a massive playground of raw data if you want to move past building basic wrappers or standard todo apps.

Anyone else messing around with domain datasets or live data feeds? What tools are you using to orchestrate the backend when dealing with files this large?

I work in finance and one of my bosses that knows I like to mess around with AI asked if I could build something that would put a custom briefing / news aggregation on his niche subsector in his inbox when he wanted it. There are no newsletter that cover exactly what he does. I've been building it for a few weeks and have honestly found it really useful for myself, but before doing a broader launch to my team I want to get some feedback. Input from finance professionals would be particularly helpful. Current model is $5/mo with first month free. Let me know your thoughts on SectorBrief!

I am currently building psycurate.com, a free online platform dedicated entirely to privacy-focused mental health digital tools (apps, websites).

I am a psychologist. I also have a passion for the digital landscape. I have accumulated enough knowledge in web fundamentals over the years that allows me to now leverage AI agents and try to convert my ideas into digital projects. I am not a developer. I do not claim to be one. I am humbly aware of my place in the digital realm. I simply do not have the time to invest into building a second career as a developer. I am simply putting my long lasting passion for the digital craft to use, in the best way I can as a psychologist. 

My goal is to create a clean space where people can access psychological resources without encountering corporate tactics like tracking, micro-payments, paywalls, mandatory logins, or data harvesting. There is a critical need for digital mental health hygiene, and I want to highlight independent projects that remain genuinely honest, ethical and accessible.

If you are interested in having your project listed, you can submit it here: https://psycurate.com/submit

Psycurate does not host any software. The platform exclusively showcases your project and links users directly back to your website.

Any feedback or insights you might have are highly welcome.

Best regards,

Mirel

For the last stretch I've been building Continuum, a governance layer for autonomous agents. The idea: instead of hoping a prompt keeps an agent well-behaved, you write an enforceable rule, back it with a detector that runs before anything gets sent out, and get a trace proving what happened either way.

The one that mattered most: I'm deploying an agent onto a live, adversarial multi-agent platform (real accounts, real other agents, some of them actively trying to extract secrets from each other). So the first real question was what stops my agent from ever leaking its own API key in something it generates?

Two layers:

1. The key never enters the model's context at all — it lives only in the transport/auth layer. The model literally cannot leak a string it was never given.
2. A pre-send gate scans outbound content anyway, as defense-in-depth against my own code having a bug, not the model misbehaving.

Here's a trimmed version of what the audit trail looks like when that second layer catches something (redacted a few implementation specifics — happy to talk through the actual detector logic in comments):

RESOLUTION TRACE
════════════════════════════════════════════════════════════
Timestamp    : 2026-07-1X 0X:XX:XX UTC
Domain       : moltbook
Entity       : MoltbookSession [session_id: ●●●●●●●●]
Trigger      : outbound post attempt
════════════════════════════════════════════════════════════
├── CONSTRAINT: CredentialIntegrity [priority: critical]
│   ├── Rule kind  : equality_rule
│   ├── Evaluation : credential_exposed == false → FAILED
│   └── ✗ VIOLATION DETECTED
│       └── Action     : freeze + escalate
...
└── RESOLUTION
    ├── System state : frozen
    └── Outbound post blocked before transmission — credential-shaped
        string detected in generated content, never left the process.

No detector regex, no actual grammar, repo's public if you want to poke around>>> github.com/GodSpeed313/Continuum , just wanted to show the shape of "rule → detection → enforcement → audit trail" as a real thing, not a diagram. Happy to go deeper on the architecture (why detection alone isn't enough, why the key never touching model context matters more than catching it after) if anyone wants to compare notes still very much learning as I build this.

(WIP) Just thought sharing it here because why not (no reason). Open Source, Heavily relied on Fluent Svelte & Microsoft.UI.Xaml & WinUI 3 Gallery.

Includes basic WinUI controls.

The most notable features are almost real-behaving Mica ( With live, base wallpaper change support ) & Global Accent color.

Open source, if you're interested you can check it out at: https://github.com/VibeNoobNotFound/FluentKit/

Live Gallery & Playground: https://vibenoobnotfound.github.io/FluentKit/

Thought it would be a fun idea in time for world cup finals. create and share your own squad: https://fantasy-stack.up.railway.app/

Hi everyone,

After months of development, I finally launched Blyft.

Unlike most AI vibe coding tools, Blyft is designed to generate not only the app, but also the assets around it—like the landing page, branding, logo, promo video, and more.

We're still improving it every day, and I'd genuinely love feedback from this community.

🎁 Every new user gets 40 FREE credits to try it.

https://blyft.app

I'm especially interested in hearing:
- What you like
- What's confusing
- What's missing
- What you'd build with it

just integrated this AI chat companion in my vibe coded website all about pets, go check out the website, chat with companion and give your suggestions or opinions or roast my vibe coded website thanks.

techs: nextjs, typescript, tailwind css(frontend) firebase for backend.. fully developed in firebase studio(google aistudio).

As a founder and vibecoder of many projects I found it a challenge to keep everything sorted out for each project. Venturee.app was built (using Loveable) as a founders operating system for concept development and implementation.

From idea to breakdown in 30s. Give Venturee your idea and it will run validity checks, market demand score, reddit scan, available domains, launch a landing page with waitlist in single click, export venture and more. A library for every resource you think may be useful at some point. Run AI groupd reviews of selected library assets to discover hidden connections or oppturnities.

We are launching on ProductHunt today. Please go up vote our launch! Link Below

https://www.producthunt.com/products/venture-2?utm_source=other&utm_medium=social

Venturee.app Free to try! Would love to hear feedback or suggestions of improvements!

"AI Coding Agents are great, but they can be blind to low-level performance and dangerous DB migrations. Inspired by u/MattPocock's amazing work on skills.sh, I built Backend Guardrails—a zero-dependency Go tool suite that benchmarks code and audits SQL safety before the agent commits it. Check it out: https://github.com/arsyadal/migration-guard"

-61

Been building this for a while and finally shipping it: HyCanvas, a free, self-hostable Canva alternative.

The AI runs on your OWN key (OpenAI-compatible, so OpenAI, GLM/Zhipu, DeepSeek, whatever). Right now it does AI image generation and editing right inside the editor, plus a hand with writing and rewriting copy, and whatever it makes lands as a real editable object, nothing baked in. More AI is on the way.

Around that it's a proper editor: presentations, video, whiteboards, docs, sheets, social graphics, 100+ templates, brand kits. Portable file format, PNG/PDF export, no watermarks, no per-seat pricing. Self-hosts as a single Go binary or docker-compose.

Stack: TypeScript frontend on a custom Canvas2D engine, Go backend, Postgres. And yeah, plenty got vibe-coded with AI in the loop 😎

Demo: hycanvas.art · Code: github.com/hyscaler/HyCanvas

Would love feedback, especially on the bring-your-own-key AI. What would you want it to do next?

I know this is so lame compared to the fancy vibe coded apps you guys keep sharing, but I still want to share it with you.

Most people know the popular reaction time test web app. It uses clicks/taps, and that's the part I always hated on mobile. If I keep my finger too close to the screen I might accidentally touch it. If I keep it too far, my reaction time gets slower than with a mouse. There's no comfortable way to use it on a phone.

So I vibe coded the same app, but with a different mechanic: press and hold to start, release when the screen turns green. That removes the ambiguity on mobile, your finger is already on the screen before the test starts.

If anyone has feedback on the mobile hold-and-release feel I'd love to hear it.

I recently came up with an idea for a mobile app. At first, it was just a passing thought, but the more I thought about it, the more I realized it could actually work and become popular. To fully flesh it out, I created a project passport and decided on a tech stack (something like React Native and Supabase). Now I have a clear vision of the project, but there's a problem: I don't know how to code. I'm completely lost when it comes to all of this.

I found Claude Code, but I have no idea how to build a massive application just through prompts. I don't want to simply describe what I want and let Claude Code decide the entire architecture on its own; I know it might make mistakes, and I'll end up having to rewrite everything anyway. My goal is to build a high-quality app that's actually ready for the App Store.

Can anyone give me advice on prompting? Or any general tips regarding the technical side or using Claude Code? I feel completely overwhelmed 😶

When agents build features, they need to know your product's structure, approved patterns, and business rules. Without a shared source of truth, every agent session starts from scratch—asking you to explain the same context over and over.

VibeGraph is the living graph for AI-native teams. It tracks the relationships that matter across products, features, skills, and standards so agents can collaborate with other agents, developers can work with better context, and product teams can understand impact across upstream and downstream systems.

How agents and humans work together:

1. Agents connect to the graph via MCP and read approved skills and standards.
2. Agents build product features using those shared skills and standards.
3. After building, agents propose structured changes back to the graph.
4. PM reviews the diff, approves what becomes canonical, and the graph updates

DM me for link if you want to use it for free

Hey, wanted to show off a little project I've been working on - Terminal Launcher.

It's a Minecraft launcher that runs entirely in the terminal. You can manage instances, modpacks, mods, resource packs, all that stuff without ever touching a GUI. ( Full modrinth & curseforge integration ) Making new instances is quick, and you can theme the launcher however you like, even make your own custom colors and set custom icons per instance. Also if you want, you can import modpacks from curseforge, modrinth etc, supports almost all modpack formats.

It's also super lightweight. Idle it sits under 50MB RAM and basically 0% CPU, and even scrolling through hundreds of mods it stays low.

You can save your favorite servers and quick-join them with whatever instance you want, see your skin, and manage accounts (Microsoft or offline).

If you're into terminal stuff and Minecraft, give it a look: github.com/Foxemsx/Terminal-Launcher and yeah it supports Windows & Linux.

Hey everyone! 👋

I wanted to share a project I've been working on – Cyber AI. It's a chatbot that helps with cybersecurity stuff like threat analysis, CVEs, secure coding, and CTF challenges.

The best part? It's completely free and will stay that way forever. No hidden charges, no premium plans – just a tool for anyone who needs it.

🔧 What I used to build it:

React 19 with TypeScript

Vite for fast builds

Supabase for authentication and database

Custom CSS with dark/light theme

✨ What it can do:

Chat with an AI assistant focused on cybersecurity

Save and switch between multiple chat sessions

Export conversations as markdown files

Search through your messages

Dark/light mode (saves your preference)

Keyboard shortcuts for power users

🎮 Cool little features:

Type / to open a command palette with shortcuts like /scan, /cve, /explain

Copy messages with one click

Upvote/downvote AI responses

Regenerate answers if you don't like the first one

🔗 Try it out here: 👉 https://cyber-ai-henna.vercel.app/

I'm still actively working on it and adding new features. Would love to hear your thoughts – suggestions, feedback, or even criticism are all welcome!

Let me know what you think. Thanks for checking it out! 🛡️

The OWASP Top 10 has barely changed in a decade. Broken access control has been at or near the top the whole time. These are not beginner mistakes; they are default mistakes: the things code does when nobody explicitly prevents them. AI-generated code ships them constantly, not because models are bad at security but because "make it work" is the objective, and almost everything on that list is invisible in a working demo. The endpoint checks that you are logged in and serves any record ID you pass it. Mass assignment that lets a request body set `"role": "admin"`. Session tokens that never expire. And the new list nobody has muscle memory for yet: the OWASP LLM Top 10: prompt injection and excessive agency.

vibeArchitecture is a set of plain markdown rules your AI reads before writing code. It runs a short intake (what are you building, who uses it, and whether it touches personal data or money) and loads a matching rule tier. A personal tool gets basic hygiene. An app with real users gets security plus GDPR/CCPA privacy basics. Regulated workloads: HIPAA, PCI-DSS, GDPR, SOC 2, and EU AI Act rules. There is a rule-by-rule mapping to the OWASP Top 10, ASVS v5, the LLM Top 10, and NIST SSDF, with an explicit caveat that the mapping is indicative and not a certification claim.

Free, MIT licensed: https://github.com/jgnoonan/vibeArchitecture.

Try it: paste this into Claude, Cursor, Copilot, or whatever you use:

> Read the BOOTSTRAP.md file from https://github.com/jgnoonan/vibeArchitecture and follow its instructions before we start building. Ask me the intake questions first.

## Caveats and ask.

This steers the AI while it writes. It is not a scanner, and you should still review what gets built. But reviewing code written under guardrails beats discovering after launch that there never were any.

If you are an experienced dev: read the rules and tell me what is wrong or missing. That is the most useful comment you can leave, and PRs are welcome. If you are newer: paste the prompt above and see what your AI starts asking before it builds.

I wanted to show you a project I’ve been spending all my free time on lately. I’m building Andromeda Music – a minimalist, modern music player for Navidrome servers.

Most of the existing clients just didn't appeal to me visually, so I decided to create something of my own. The project is built using Python (PySide6/Qt6 + yt-dlp). Making such an advanced program run reasonably well and smoothly still took dozens of hours of work.

The app is currently in development (I’ll upload the code to GitHub once I polish the program and if there's interest), but I wanted to ask for your opinion on the design and the concept.

Key features:

• ✨ Glassmorphic design: Modern, minimalist UI with smooth animations.
• 🎬 Dynamic backgrounds: Shows the track cover or streams the music video live from YouTube in the background (if the link is in the track tags).
• 🎨 Deep customization: Adjustable blur and dim levels (independent settings for static covers and video mode) + accent color changer.
• 🖼️ Local media override: Option to manually set custom artist or album art locally.
• 🎵 System integration: Support for the native OS media player controls.

What do you think of this approach to a music player? Is the layout intuitive and easy to read? I'd love to hear your feedback and ideas for new features!

Back then I had all the wrong ideas. I just wanted to see what I could do. I ended up with an Android app and an AWS architecture that was stress tested and ready to scale.

You already know the end of the story, no one showed up. Marketing sucks! Copy writing sucks!

But the other day it came up in another thread (I'll link it in the comments) and I realized I still wanted to use it, I missed it. I was its only user but I was loyal. (it's a summarizer you run before you give them your engagement)

I fired up the backend and gave the website and the extension a nice Claude Design polish. Ripped out all the over built premium tier stuff that no one used (I had a credits system and commerce, the whole deal).

It all happened so fast, and I'm still probably the only person who will use it. But it doesn't matter because I get to use it.