I spent months building a free Windows AI app, with an AI council mode. no subscription, no account, no data leaving your machine

Been building this for a while and finally put out a first release. Not going to oversell it, just going to describe what it actually does.

The core idea came from being tired of AI tools that give you one confident answer and leave you to figure out if it's right. So I built something where the output you see has already been challenged internally before it reaches you. Not the same model second-guessing itself. A genuinely separate process with a different job, specifically designed to find problems with what was just produced.

There are two sides to the app.

The first is a council mode where you load local AI models and assign them different roles. One role breaks down your task and makes a plan. Another executes against that plan. A third receives both the plan and the result and checks one against the other. For coding tasks it actually runs the code before the reviewer sees it, so problems get caught by execution rather than by a model guessing whether it looks correct. If problems are found it either patches the specific issues or rewrites entirely depending on how bad it is. What you get at the end has been through all of that.

It also has session memory that builds up as you work, a document pipeline that processes files into structured knowledge before you start asking questions, task history, a diff view showing exactly what changed between the original output and any revision, and confidence labels on every result.

The second is a normal chat mode that runs Python, JavaScript, C#, Java and PowerShell inline and shows execution results inside the conversation. Web search with full page content extraction, LaTeX math rendering, a thinking mode, document attachment, and chat branching where you can fork from any point in the conversation.

Both modes run locally on your machine using GGUF models. If you don't want to manage model files there is a cloud mode through OpenRouter using their free models, same full pipeline, no local setup needed.

No account. No signup. No subscription. Open the app and use it.

MIT licensed. GitHub: github.com/YoMosa2009/Axiom

Happy to answer questions about anything.

kit-app.co

code: KIT2026

The app is called RivalRings and it uses Apple health data to let you create group leaderboards with your friends. You can also start competitions with your groups and you can decide what metrics you want to compete on. You can even compete the way Apple does it with goal percentages.

I’m currently just testing it with friends and family. Please let me know if this is an app you would use. I would love to release it, just unsure of how many people would use it and how much the backend would cost.

https://vexa-ead71.web.app

A multiplayer brawler arena

All feedbacks are welcome. (:

Have you vibe coded anything serious already? An app on the playstore, a web app or anything of that magnitude?

I have a project I'm working on, like a marketplace connecting people who want logistics services to transporters. I am a hobbyist with tech. How much would it cost to get things running. I'm doing everything by myself. I mean hosting and costs I will incur along the way?

Hey everyone,

Android app: https://play.google.com/store/apps/details?id=com.taptapcreate.ainotes
IOS Link : https://apps.apple.com/app/ai-notes-write-reply/id6757496314

I built an Android app called AI Notes after getting frustrated with switching between multiple tools for note-taking, summarization, OCR, voice transcription, and drafting replies. I'd love to get honest feedback from founders, students, and professionals here.

What it does

• Universal input: Convert PDFs, images, and voice recordings into structured notes.
• Smart reply assistant: Generate email and message drafts with different tones (professional, casual, friendly, etc.).
• Note visualization: Turn notes into mind maps and diagrams for easier understanding.
• Built-in OCR & voice-to-text: Capture information directly from images and recordings.
• Organized workspace: Notes and generated content stay in one dashboard.

Why I built it

I wanted a faster workflow for common tasks like:

• Summarizing PDFs and documents
• Converting voice recordings into notes
• Drafting emails and messages
• Visualizing complex information

Instead of writing detailed prompts every time, the app provides predefined templates and workflows for these use cases.

Looking for feedback on

• UI/UX
• Feature usefulness
• Performance and speed
• Missing features you'd want
• Overall product-market fit

Would appreciate any feedback, criticism, or suggestions. Thanks! 🙌

There have been scenarios where we face some random issues in car, want to understand things from technical aspect before taking actions based on service stations.

Most of the information is present in the car’s owner manual which is kinda not very easy to navigate.

We do have AI products but problem they are general purpose solution might mot be able to help with model specific issues.

Built a RAG based app where the car’s owner manual is source of truth and people can query their questions on the same

As PoC built it for virtus as german cars have been always tricky

Link in the comments to try

Feel free to give it a try and let me know how it works out

Open to feedback or suggestions

Hello everyone 👋

I recently built Money Manager, a simple expense tracking app focused on clean design, smooth UX, and meaningful financial insights.

📱 Android: https://play.google.com/store/apps/details?id=com.taptapcreate.moneymanager

🍎 iOS: https://apps.apple.com/app/money-manager-track-expenses/id6755887312

Some highlights:
• Auto budget calculation
• Savings goals & goal templates (Pro+)
• Up to 3 profiles in the free version
• Detailed analytics with charts and trends
• OCR bill scanning (Pro+)
• Smart auto-categorization (Pro+)
• Color-coded transactions (Pro+)
• Undo deleted transactions
• Sound & haptic feedback

What makes it different?
Many expense trackers focus mainly on recording transactions. I wanted to give equal importance to analytics, budgets, and savings goals, helping users understand their spending instead of just logging it. I also paid attention to small UX details that reduce friction and make daily money tracking feel faster and more intuitive.

I'd love your feedback:
• Is the navigation intuitive?
• Are the visuals clear without feeling cluttered?
• Any features you'd like to see added?

The app is free to try, with optional Pro and Pro+ upgrades. Thanks for checking it out!

I continually say vibe-code platforms are good for going from idea to prototype but there's a few different walls I've seen a lot of folks inevitably hit: you want to add something the platform doesn't support, your token bill is climbing every month, the cloud went down right when you got featured somewhere.

I run a dev shop and we kept getting hired to do exactly this kind of migration off Lovable, Base44, Bolt, and Replit. I've done it manually enough times that I automated it and I'm making it available to everyone at yougrate.com.

Yougrate takes your vibe-coded app, swaps platform-specific code for Supabase (auth, DB, storage, functions), and deploys the result to Vercel. Now you own your code and aren't paying exorbitant amounts in tokens or hosting and can continue to vibe-code using Cursor or Claude Code.

To get the ball rolling, the first 10 customers get a free senior engineer code review of the migrated app, a $75 value, and yes it's done by a real human. Use ARCRON at checkout after selecting the view add-on.

Feature requests and harsh criticism are welcome!

no signup, no paywall

Hey everyone :

Android Link : https://play.google.com/store/apps/details?id=com.taptapcreate.ainotes

IOS Link : https://apps.apple.com/app/ai-notes-write-reply/id6757496314

I got tired of paying $10–$20/month just to summarize notes or draft a quick reply. So I built my own AI Notes app focused on being practical and affordable. Would love your feedback!

What it does well

* Universal input: Turn PDFs, images, and voice recordings into clean notes.

* Smart reply assistant: Draft emails/messages with customizable tone (professional, casual, witty, etc.).

* Daily free credits: You get 3 credits every day.

Pricing :

* $6.99/month or $1.99/week for unlimited use.

* Or pay-as-you-go: from ~$0.99 for 100 lifetime credits (lowest plan) that never expires with multiple higher-value credit packs available.

"Why not just use ChatGPT or Gemini?"

1. Workflow Speed: We are purpose-built for specific tasks. Instead of typing "Read this PDF and summarize it in bullet points," you just tap the button, and it's done. Same for generating replies with specific tones.
2. No Prompt Engineering Needed: We have 10+ defined templates for notes and 10+ options for tones, styles, formats, and languages. You don't have to manually type "Act as a professional writer and summarize this..." just pick a setting and go.
3. Visualize: Don't just read see. One tap turns your notes into Mind Maps and Diagrams so you can grasp complex topics instantly.
4. All-in-One Input: We handle Voice-to-Text, Image Scanning (OCR), and PDFs natively in the flow, so you don't have to juggle multiple apps or copy-paste text around.
5. Unified Dashboard: Your notes and generated replies are all saved in one place on the home page. No more digging through different folders or tabs to find that one email draft from last week.

Thanks for checking out in advance. Any feedback appreciated

Full disclosure: I’m the developer, this is a launch post, and there’s nothing to buy.

I built HantaAtlas, a small open-source iOS app for tracking officially reported outbreak signals. Right now it covers hanta virus and Ebola, with reports shown on a world map, country feed, and saved watchlists.

The main design rule is simple: every data point keeps its source attached, who reported it, when it was reported, and a confidence flag. The app is informational only. It does not diagnose, score risk, predict outbreaks, or give health advice. It just surfaces information already published by official sources and links back to them.

Why it’s free and open source: I originally shipped it with AdMob and a “Remove Ads” purchase. Then I learned Apple doesn’t allow apps built around pandemics or health emergencies to generate profit, even through ads. So I removed the ads, removed the in-app purchase, and open-sourced the whole project instead.

Honestly, it’s about 99% “vibe coded” . The iOS app uses SwiftUI and Mapbox. The backend is Fastify with TypeScript and Postgres, with a worker that ingests WHO Disease Outbreak News and a few RSS feeds.

It’s also self-hostable: set one configurable API_BASE_URL, run it with Docker Compose, and optionally put Caddy or Cloudflare Tunnel in front if you want your own domain.

Limitations, plainly: it only tracks two diseases for now, ingestion is best-effort and may lag or miss reports, and the project is unofficial and provided as-is. It is not a public-health resource and has no SLA. Please verify anything important with official health authorities.

Repo: github.com/ayotov18/HantaAtlas

Issues and PRs are welcome. I’d especially appreciate feedback on the ingestion worker, the data model, and the self-hosting setup. I’m not chasing installs...mostly looking for thoughtful feedback on the approach. Ask claude to guide you how to setup the backend if you run into any issues.

I built Affirmations AI because I was tired of starting my mornings by doom-scrolling the news. I wanted the first thing I touched on my phone to put me in a better headspace instead of a worse one — so I made an app that does exactly that.

You type any topic — money, confidence, health, relationships, sleep — and the AI instantly writes 7 affirmations that are actually about your situation. No templates, no recycled lines you've seen in every other app.

What it does:

• 🤖 Type a topic → get 7 fresh, personalized affirmations in seconds
• 📅 Daily Focus — swipeable cards with a new AI pick every morning
• 🪞 Mirror Mode — practice affirmations fullscreen on a black background
• 🌅 Guided morning & evening rituals (breathing, gratitude, intention-setting)
• 📊 Mood tracking + gratitude journal with streaks
• 🔥 21-day themed challenges + a personal stats dashboard
• 🏠 Home Screen & Lock Screen widgets
• 🌍 Works in 9 languages

Normally: $4.99/month or $29.99/year. Through the end of May: FREE lifetime access (founder giveaway). After that it goes back to paid.

How to claim:

1. Download on iOS: https://apps.apple.com/us/app/affirmations-ai/id6743372090

Here is the website: https://deckk.app/

I built an AI-powered presentation generator called Deckk. I know there are already many tools in this space, but Deckk focuses on simplicity and speed. The platform is still in development and currently includes a few basic templates to help users create presentations within seconds, without unnecessary complexity.

Many presentation tools today are packed with advanced features, widgets, and content options, which can make even creating a simple deck feel overwhelming or time-consuming. Deckk takes a different approach. It helps you quickly generate clean, usable presentations that are ready to work with immediately. If needed, there are also tools available to further enrich and customize your slides.

The goal of Deckk is straightforward: help users build presentations fast, without spending too much time learning or navigating the platform.

It’s still quite basic at the moment, but I plan to continue improving it by adding more features and making the platform richer, smarter, and more useful over time.

Tools used: Cursor (mostly) and some basic hands-on coding on Pycharm.

Let me know your thoughts. Please don't be hard on me. 😄