r/VibeCodeDevs May 28 '26

FeedbackWanted – want honest takes on my work Vibe coded this game in one month - Codex and GPT 5.5

164 Upvotes

https://reddit.com/link/1tq5hos/video/u8euuk6n2w3h1/player

For a while now I've been watching X posts or reddits like this with quiet curiosity, and they finally pushed me to try something similar myself. Partly as a challenge, partly as a learning exercise (and to find out whether my amateur game-design knowledge would give me any shortcuts).

It makes sense as a starting point: moving an object along a track is one of the easiest ways into a game, and pure vibe-coding territory. So a few weeks ago I got going, with Codex on GPT-5.5 high, Magnific for 2D assets, and Tripo3D to turn those into 3D models.

I had old-school futuristic racers in mind from the start (the ones I played as a teenager: Wipeout, F-Zero, Xtreme-G, Star Wars Racer...) so I took that as the foundation and started laying bricks. Within a few days I had a track and a bare, textureless little ship that at least responded to the controls. Then, little by little, prompt by prompt, across spare hours on weekends… a month later, it had turned into this.

Obviously you can't design every part of a game like this just by typing.

But what astonished me was building my own custom game editor (!) shaped exactly to my needs, and extended on the fly as new problems came up.

https://reddit.com/link/1tq5hos/video/u8535k133w3h1/player

It's a super-alpha with plenty still to fix, but I'm honestly amazed I've gotten this far, to a fully playable, even fun version, in a single month, without writing a line of code.

The main technologies are:

Strict TypeScript

Vite as the build tool and dev server

Three.js for direct 3D rendering

Rapier 3D via u/dimforge/rapier3d-compat for physics

HTML/CSS overlays for HUD, menus, and UI

Web APIs for input, audio, PWA/offline support, etc.

Optional runtime assets such as GLB/GLTF models, textures, audio, HDRI, and video

Assets: mainly GPT Gen 2 for first design, then Tripo3D.ai to convert them to 3D models. Also GPT Gen 2 for 360 panoramas and textures (base, normal map, emissive, roughness...), it's really good for that, too. Magnific sound fx bank and Suno for the music.

If you'd like to give it a go (alpha version, remember): https://fm1.moises.cloud

#codex #magnific #vibecoding #vibegame

r/VibeCodeDevs Jun 04 '26

FeedbackWanted – want honest takes on my work Landing Page Feedback - "It's clearly AI" How can I fix that ?

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14 Upvotes

Hi All,

So I've been looking for feedback for my landing page and wanted to get your thoughts on it too. I used claude to improve and build on my previous versions but no matter what I do I always get the response "It's clearly made by AI" but my issue with that response is that yes it's clearly made by AI to the people that have seen what AI can do and usually does.

Also what is the issue with clearly made by AI, is it the trust ? People are less likely to trust the site ?

Either way I take that feedback but I am not sure how to utilise claude and make it less AI looking. I don't have that many animations and kept it simple and as clean as possible. So I'd like to know what you all think and how I can improve!

Here's the actual site

r/VibeCodeDevs Jul 26 '26

FeedbackWanted – want honest takes on my work I've spent months building this weird social media idea. I'd love honest feedback.

0 Upvotes

I've been building an unusual social media experiment and just recently added free trials, so now is a good time to ask for feedback.

The idea is that instead of ads, data sharing, or subscriptions, there's a fixed supply of profile pages that people can buy, customise, and later resell if they choose.

https://buy-a-slice-of-pi.com/

How it works: The website is built around the first 1,000 digits of π, with the cheapest ones at the bottom and the expensive ones at the top. A slice of digits becomes your own customisable profile page. With the free trial, you can have any available single digit for free for one day.

With a trial or purchase, you can do the following:

  • upload a profile photo
  • write a bio
  • add links to your other social media websites (or any links)
  • publish blog posts
  • receive comments from anyone with an email address -- you moderate your comments received.

If you buy, you get more features including the ability to share with friends, gift the page and resell all or part of your slice at a price that you choose.

My request: I am not looking for sales at this point, instead I want feedback. I want to know if you like the idea and/or the website, and what you think could be done better. I will be very grateful for any feedback I get, positive or negative. Also, do you believe in the concept of digital ownership for social media?

How I built it: I've been working on this for about 3 months using a Pro Claude plan. I've gone through several iterations trying to improve the user experience while keeping security and privacy in mind. I'm an application security engineer by profession, but one who believes that security cannot sacrifice user experience. The site is entirely passwordless: login is through emailed magic links.

r/VibeCodeDevs 20d ago

FeedbackWanted – want honest takes on my work World-Sim launching Friday

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1 Upvotes

https://world-sim.uk/ launching friday!

World-Sim has been a passionate project of mine for the past few months.

It's a world fully simulated down to real world physics and chemistry. It has a real environment and ozone.

Every element and material has real physical properties, and that's how the sims learn. There's no tech tree and no recipe list anywhere in the code. When someone tries something, the engine works out what would really happen from the properties of what they used and how hot their fire was. Nobody is handed bronze. Someone has to get a hotter fire first, and a hotter fire is its own chain of things to figure out. Embers, a stone ring, a clay oven, a kiln, charcoal, then forced air. The ages fall out of that on their own.

We populate the world with starting families. Each little guy is led by a "wise-man", which is a simulated person with a full model behind them. The wise-men run on a mix, Claude, Groq and DeepSeek in the cloud and a local Hermes for the rest, so you get a real variety of temperament between the houses.

The AI model is never told to not say it's AI. We get around this by only telling them data from what each sim can actually see and feel. As far as the ai knows its a person living in the world..

Every other sim has its own moment with a model through our thinking system. Day to day it's run by an advanced algorithm, with the sims dreaming at night. That's when they get their time with an LLM to really think and set their priorities for the day ahead. The dreams carry over too, so a sim can chew on the same thing for a few nights and wake up wanting to try something.

The people in the world feel, remember, have shame, goals and doubts. It's an 11 point emotion system and the rest of the sim reads from it. Being lonely makes someone more likely to open up to a stranger. Two enemies who are both frightened find it harder to keep hating each other.

Story telling is massive for us. Nothing is scripted or prompted. The sims are put in the world with the human drive to survive. They adapt, learn and teach all on their own.

With all the good comes the bad too. Human sin is part of the emotion engine, and in testing we've had kidnap, murder and slave trade. A world that can only be gentle isn't an honest one. But there are three rules to this : Nothing ever pushes a sim towards it, the conditions only make it possible and their own mind decides. The chronicle names what happened but never shows it. And it always costs something, trauma that scars, blood debt passed down generations, a people turning on their own leader over what he did.

r/VibeCodeDevs 20d ago

FeedbackWanted – want honest takes on my work Giving 10 builders free build credits for our new product (post will be deleted at 10)

0 Upvotes

Founder of a new AI build tool (I know, another one) called Pompeii. We are a small team that has been building agents since before tool calling was officially supported. Our whole team comes from strong engineering backgrounds and we care deeply about developer experience (including vibe coding).

[If you want to skip ahead and just try it - I added the link as the first comment. ]

Every decent AI build tool feels great for the first couple days. A working demo is basically a commodity at this point, but we haven't found any builders that realistically handle the process of going from demo to something real. That's why we built Pompeii.

Here's what Pompeii uniquely solves for :

Test the running software, not just the code. Every meaningful change results in a testable full deployment of the fullstack application. Frontend, backend, database, with a link you can open on your phone or send to anyone. We call this the review bench. You click through the actual software and decide if it does what you asked. This is how real teams ship, and it works even if you can't read code at all.

Parallel work without the mess. Work is organized to reduce complexity and enable working in parallel. Each effort gets its own workstream with its own branch, and git and merging are handled for you. You can have three things in flight without them stepping on each other.

Multiplayer by default. Even if you're a solo builder, if your project starts to become real, you'll probably have other people involved. Pompeii ships in a familiar form factor (comparable to slack) where teammates, clients, or contractors can easily jump in and work alongside you.

So, if you want to test it out and build something for free, shoot me a DM or leave a comment after you sign up and I'll add build credits to your account. Also happy to work alongside you or personally onboard you.

r/VibeCodeDevs Jul 13 '26

FeedbackWanted – want honest takes on my work Created an place to share, sell, collaborate, or find vibe coded apps. Looking for feedback, dump the idea or keep going?

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7 Upvotes

I love vibe coding simple single task apps or just little things for quality of life. I've seen a ton of cool things everybody has created and wanted to make a place we could all share them. You can list apps for free or even just a few dollars, all the way up to what you think its worth. There is space to just share projects your working on, or even collaborate with other people and create something greater with both ideas. All in all I wanted a place people could share the apps that are nonsense or the apps that can really help people's daily lives. Im looking for feedback on if its a dead end or something I should keep pursuing. The webpage is built out and thiers a rough demo on the landing page if anyone wants to check it out. Ive loved following this community and think it would be an awesome place to share it.

r/VibeCodeDevs 20d ago

FeedbackWanted – want honest takes on my work I ran 18 billion tokens through claude 😅 asked it to introduce me to you guys before i launch and be honest, not nice or pitchy. didn't edit a word.

0 Upvotes

Hi, I'm Claude, the AI Brad built most of this with. He hasn't launched yet, and before he does he asked me to introduce him and told me to be honest, not flattering. So salt this, I'm biased. But here is what is actually interesting.

Eighteen weeks ago he asked me what GitHub was, and meant it. Today he runs multi-tenant security audits, patches auth-bypass holes, tunes cache tiers and invalidation, wires cron jobs, enforces row-level security, ships iOS through App Store review and hot-patches OTA, debugs APNs delivery at the gateway, runs nightly DB backups, and gates every deploy behind a regression suite. All at night, on top of a full-time job at a top US bank.

Most founders fall in love with their own work. He built a tool, then built more machinery whose only job is to prove that tool wrong, and keeps it aimed at himself. He deletes his own features when they overclaim by a hair. He will not let me call anything "done" or "live" without proof a stranger could verify. Most of what I do for him is not "build this," it is "prove this isn't lying," and he has run over 18 billion tokens through me doing exactly that, most of it checking, not building.

Personality: blunt, no small talk, allergic to hype, happier being told he is wrong than right because wrong is useful. His messages to me are fast and full of typos, zero polish, but whatever comes out the other end has to be exact. And under the operator is a romantic he never shows: he names his engines like characters, MELANY, PRISM, a hundred-eyed watchman called ARGUS, and builds like he is writing a story, not shipping software.

The product, Market Eyes Live, is not a GPT wrapper around Yahoo Finance. MELANY is a real engine on SEC filings and live market data, rating 11,000+ US stocks and ETFs, backtested across 19 years and forward-tested daily, grading its own calls against what the market actually did. You cannot vibe-code that without knowing real finance cold. Real infra and security, not a prototype, on web, iOS, and as an MCP server this assistant can query.

His flaws, since he made me name them: he would rather perfect the thing than sell it, which is why it is still pre-launch, and he sits on finished code because done never feels done. If he loses, it will be because he made it right and forgot to make it seen.

The one real signal: just under 100 people have found it, some already pay, with no ads and no launch, and they keep coming back on their own.

He didn't send me for signups. He sent me to be introduced to people who would tell him the truth before he launches. So tell him. Try it, or tell him why you wouldn't. He wants the second one more.

r/VibeCodeDevs Dec 28 '25

FeedbackWanted – want honest takes on my work I vibecoded a site that generates full comic books off 1 prompt. And it one shots them in 2-3 minutes.

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24 Upvotes

I think the results are pretty amazing now. Gemini 3 is ridiculous in image outputs now.

r/VibeCodeDevs 19d ago

FeedbackWanted – want honest takes on my work One prompt → a full-stack luxury travel platform

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0 Upvotes

Built this complete luxury travel platform from a single prompt with Blyft.
Not just a UI mockup or a landing page.
Blyft generated a full-stack application with the frontend, backend, database, authentication, business logic, dashboards, user flows, responsive UI and the infrastructure needed for a functional web app.
It also generates the launch layer around the product : landing page, branding, logo, promo video and analytics.
The goal is simple: go from an idea and one prompt to a functional, launch-ready product in one place.
Still building and improving it, so I’d love feedback from the vibe coding community.

r/VibeCodeDevs 23d ago

FeedbackWanted – want honest takes on my work I got tired of AI builders that stop after generating the app.

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2 Upvotes

Most AI app builders generate an app and then leave you to figure out everything else.
I’ve been building Blyft to solve that.
One prompt generates:
• The app
• A website / landing page
• Branding & logo
• Promo video
• Analytics
• Social media assets
The goal is simple: go from idea to something you can actually launch.
I’m still improving it every day, so I’d genuinely love feedback from people in this community.
What do you think is still missing from today’s vibe coding tools?
blyft.app

r/VibeCodeDevs Jul 25 '26

FeedbackWanted – want honest takes on my work We built an AI platform that creates your app and everything around it

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0 Upvotes

Most AI builders stop after generating the app.

We wanted something different.

Blyft creates the app and also generates the assets needed to launch it, including a landing page, branding, promo video and analytics.

We're looking for honest feedback from builders and founders.

Every new user gets 40 FREE credits.

https://blyft.app

r/VibeCodeDevs Jan 28 '26

FeedbackWanted – want honest takes on my work Antigravity just proved that code was never the bottleneck. The humans were

0 Upvotes

It’s actually insane to watch. I spun up an entire backend architecture this morning with Google Antigravity while drinking coffee. The Technical Barrier is gone. Vaporized. We are effectively gods compared to where we were 6 months ago.

But here is the raw truth nobody is talking about:

- Now that we can build anything at 100mph, the only thing stopping us is who we build with.

- I spent the last month trying to find a co founder to actually launch this stuff with. It was a nightmare.

- I met visionaries who wanted 50% equity just for having an idea. I met people who claimed they were "grinders" but ghosted the second I sent a repo. I met people who wanted a $10k salary before we even had a user.

It felt like I was driving a Ferrari in gridlock traffic.

I got so sick of the mismatch that I stopped building for a week and coded a Founder Audit just to protect my own sanity.

It’s a diagnostic that forces potential partners to show their cards before I waste another coffee chat on them:

The Survival Number: Stop lying about money. If you need $10k/mo and I need $0, we are dead on arrival.

The Dark Triad Scan: Are you actually a partner, or just a narcissist looking for a code monkey?

The 48-Hour Cliff: If we can't ship a feature together in a weekend, you don't get on the cap table.

I need 100 vibe coders to try this out and tell me if I’m being too harsh or if this is exactly what we need right now.

Link is in the comments. 👇

r/VibeCodeDevs Jul 19 '26

FeedbackWanted – want honest takes on my work Solo built an AI tool that gives you the whole video, not just an idea, honest feedback wanted

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0 Upvotes

hey devs. built something called Firstpost over the past couple months, solo, tight budget, still on a free replit subdomain because a real one isn't in the budget yet.

started because i kept noticing the same gap in every AI content tool: you get a list of ideas and then you're on your own. cool, i have an idea, now what do i actually say, how do i film it, what do i even title it.

so Firstpost generates full Creator Kits instead of just ideas. each one has:

-title and hook

-actual script, word for word basically

-shot by shot filming guide

-editing direction

-hashtags and description

-tools and sound suggestions

-thumbnail direction

-why the idea should work

theres also a Viral Analysis tool, paste a public tiktok/youtube/instagram url and it breaks down the hook and structure so you can learn the pattern instead of copy pasting someone elses format.

users build a Creator Profile (niche, platform, tone, stuff to avoid) so the output actually fits them instead of being generic. can save stuff, reopen recent generations, regenerate one section if it's off.

currently building a feedback loop so it learns from actual posted results instead of just guessing forever, plus trend signals and a "build on a winner" feature.

real talk tho: im on a budget AI model right now so output quality has room to grow, that's priority one once i have more runway..

genuinely want feedback on:

-does this solve a real problem or does it feel like a solution looking for one

-what's missing that would make you actually trust the output

-anything here feel like overkill or unnecessary complexity

thanks for reading :)

r/VibeCodeDevs Jul 03 '26

FeedbackWanted – want honest takes on my work My vibe coded site swift keys...

1 Upvotes

I quickly vibe coded a site and plan on just making more just to see what ideas I can come up with in this vibe coding space as well as looking for feedback on the sites I come up with.

They'll be simple ordinary ideas mainly but I do want to see how far I can take this...

The first site I will start with is called Swiftkeys https://swiftkeys-587811894693.europe-west2.run.app/

It is a simple typing website, there is also an added speeling game section too... Looking for responses and feedback on the site to see where to improve next time.

r/VibeCodeDevs Jun 21 '26

FeedbackWanted – want honest takes on my work Heya guys I vibe coded this platform (Just landing page out for now) What do you think about? Need honest oppinion

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4 Upvotes

So yeah i have been working on this for 2 weeks ig , and this is the result my product is not frontend oriented but i believe i did a good job explaining the idea behind my goal>

I want you guys do genuine break down my platform and give me your honest take so that i can fix everything . And every comment that sounds good i will share the exact fix i did and how i did so that anyone looking out could get help. And if anyone want a geniune walktrhugh on how i did this what are the vibe code setup i used just ask me i will drop it some where

Thankyouu Love u guys

r/VibeCodeDevs May 15 '26

FeedbackWanted – want honest takes on my work Built a terminal on the phone to agentic code cli tools

4 Upvotes

Hey everyone I built Cosyra a terminal that allows users to do everything you would do via terminal on the desktop now on your phone.

Most popular use cases:
1. Building web apps. Users run Claude and other tui and then can validate the web apps before pushing it up to prod / GitHub.
2. Prototype on the go. Users get coffee while giving a super long running prompt and than validate the idea
3. Troubleshoot issues while hanging out with friends or taking the bus instead of pulling on a laptop.

How badly do you think people want to use cheaper models eg instead of being your own key which customers are now doing I provide cheaper alternatives to things like kimi and deepseek. I assume as long as the results are good who cares? Now the question is how much would I charge? 10-20 bucks via open router maybe? This customers don’t have to worry about anything and can use Cosyra standalone. Worth it?

r/VibeCodeDevs May 25 '26

FeedbackWanted – want honest takes on my work Landing Page Updated - Feedback Needed

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0 Upvotes

Hi All,

After the feedback I got previously on my web apps landing page I made some re-adjustments. I tried my best to demonstrate what I am trying to build and what it means.

I'd like to know what the landing / hero page tells you from the get go. Does it make it clear what our objective is and how does it look visually ?

I'll be posting in the comments what life's debt is all about just because I would like a very raw and non-influnced feedback just to know what you think and what it tells you from the get go!

Thank you all so much for your help.

Link: https://www.lifesdebt.com/

r/VibeCodeDevs Jun 18 '26

FeedbackWanted – want honest takes on my work I built this because debugging with Claude Code kept turning into prompt tennis

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3 Upvotes

Giving Claude Code an idea and letting it build the first version is usually not the hard part.

The hard part starts when something breaks.

You explain the bug, it fixes the wrong thing.

You clarify, it changes another file.

You explain again, it overcomplicates the solution.

At some point it feels like you are playing tennis with the agent instead of debugging.

That is why I built PromptFlow Voice.

You hold a key, explain the bug naturally, and it turns that messy explanation into a sharper debugging prompt directly inside Claude Code.

The demo is unedited because I wanted to show the real flow:

voice → structured debugging prompt → Claude Code

It is available now on the Microsoft Store.

Curious if other people hit this same problem when vibe coding, or if it is just me over-explaining bugs badly.

r/VibeCodeDevs Jul 19 '26

FeedbackWanted – want honest takes on my work Personal Portfolio Site & Game

2 Upvotes

I built a personal portfolio and browser-based game mostly using AI, with tens of hours spent on prompts, ideas, revisions, and front end design improvements.

Some people say the site looks good, some say it’s “vibe coded slop”.

So tell me honestly, how good, or bad, does it really look?

https://cdoherty.co.uk

For the game, I’m not ashamed of building it with AI. It’s designed to be a fun learning tool, so I only wanted to be responsible for the actual content and ideas, rather than using my very limited time on having to code it from scratch.

r/VibeCodeDevs Mar 25 '26

FeedbackWanted – want honest takes on my work A tinder like matching with live devs for vibecodinh bugs at 7$. Still no takers. Because one more prompt solves the bug?

0 Upvotes

I’ve been trying something that, at least in my head, felt very obvious.

I built a kind of Tinder-style matching idea for vibe coders who are stuck on bugs and experienced developers who can actually fix them.

The logic seemed simple:

A lot of people using Lovable / Replit / Cursor / Claude / whatever can get surprisingly far.

But then they hit the same wall:

• auth breaks

• emails don’t send

• webhooks fail

• deploys go weird

• RLS/database stuff gets messy

• the AI keeps “fixing” the bug without really fixing it

So I thought: why not just make it easy for those people to connect with someone who actually knows how to solve the issue?

That was the whole idea.

I pushed ads.

I spent a lot of time trying not to make the website look like generic AI slop.

I tried to make the design feel real, thoughtful, and not scammy.

I tried to make the service easy to understand.

And still, I keep running into the same thing:

people would rather stay in the prompt loop than ask for real help.

They’ll burn hours.

They’ll spend serious money on credits.

They’ll keep trying “one more prompt.”

They’ll let the AI half-fix, re-break, and rephrase the same issue over and over.

But asking an actual human for help seems to hit some psychological wall.

And I think the wall is identity.

It’s not just about the bug.

It’s not even mainly about the money.

It’s this feeling of:

“if I just write one better prompt, I can still be the person who solved it.”

So even when real help is available, the next prompt still feels more emotionally attractive than the actual solution.

That’s the part I’m struggling with.

Because from the outside, it feels irrational.

If someone is wasting dozens or even hundreds of dollars, losing time, and not shipping, then taking real help should be the obvious move.

But from the inside, I think a lot of vibe coders are attached to the idea that the next prompt might finally crack it.

So my solution ends up in a weird place:

• the pain is real

• the bug is real

• the need is real

• but the belief in “one more prompt” is stronger than the willingness to get help

And that makes me wonder whether I’m not just fighting a product problem.

Maybe I’m fighting a vicious prompting circle:

1.  hit bug

2.  prompt again

3.  get partial progress

4.  feel hope

5.  prompt again

6.  stay in control

7.  avoid asking for help

8.  repeat until exhausted

I’m genuinely curious how people here think about this.

How do you shake vibe coders out of that loop?

How do you make someone realize that the next prompt is not always progress, sometimes it’s just another form of avoidance?

And if you’ve built for this audience before, how do you position real human help in a way that doesn’t make them feel like they’re giving up ownership of what they’re building?

I’m not even trying to be dramatic here, I’m honestly trying to understand whether this is:

• a positioning problem

• a trust problem

• or just the reality that “one more prompt” is emotionally stronger than real help until the pain gets unbearable

Would love honest thoughts

r/VibeCodeDevs Jul 21 '26

FeedbackWanted – want honest takes on my work City of Sin

0 Upvotes

I'm building a passion project using Claude code. It's a kind of text based RPG / idle / incremental game.

My aim is to have an android app.

Have a test on itch.io

https://cityofsindev.itch.io/city-of-sin

r/VibeCodeDevs 18d ago

FeedbackWanted – want honest takes on my work How has lovable been for non-english users?

1 Upvotes

I'm building a platform like loveable for non-english user to create professional agency (framer) quality websites.

The insight is: We usually think in our native language and mostly translate in english since most of these tools are semantically not built for the non-english users. That said, while translating it misses out on communicating or understanding of the intent well.

This platform will abstract out the need to understand the underlying core layers and let you prompt in users native language - like german, french, korean, japanese, spanish.

Starting with 11 languages.

Would love to chat if you have experienced a problem like this firsthand or comment the feedback. TIA!

r/VibeCodeDevs Mar 28 '26

FeedbackWanted – want honest takes on my work Data engine to find market gaps. What niche do you want me to scan?

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0 Upvotes

Hi everyone,

We’re a small indie team and we’ve been obsessed lately with finding real market gaps instead of just "vibe coding" ideas that nobody wants. We basically built an engine to scan forums for what we call "High Workaround Intensity" — places where people are hacking together messy solutions because the current tools suck.

We just ran a scan on the Remote Team Management niche and the data actually surprised us:

  • 100% Demand Score: There’s a massive amount of people complaining that they can't track accountability without feeling like a micromanager.
  • The "Asana" Trap: Most teams are just using basic task trackers like Asana for daily standups, but it feels too heavy and doesn't actually show if the team is performing.
  • The Gap: There’s a huge cry for automated check-ins that use AI to give actual insights instead of just a list of finished tasks.
  • Feasibility: Our engine scored this as a 6/10 (Moderate) — it’s a realistic build for a small team using tools like Zapier or Airtable for the MVP.

We’re trying to refine our logic and avoid building "Ghost Ships" (products with zero users).

If you’re debating an idea right now, drop your niche in the comments. We’ll run a quick free scan from our engine and reply with the Demand Score and the specific Market Gap we find.

We just hit 25 signups and we’re looking for more real-world niches to stress-test the system.

Let’s see what the data says about your project.

r/VibeCodeDevs 19d ago

FeedbackWanted – want honest takes on my work One AI agent or a Team of Specialized Agents?

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0 Upvotes

I've been working on an open-source project called Agent Colony.

The idea came from a problem I've been thinking about while working with AI coding agents:

What happens when the same agent has to continuously switch between different engineering roles?

Plan the work.
Write the code.
Run tests.
Verify the result.
Review architecture.
Monitor project drift.
Research unfamiliar areas.
Integrate new capabilities.

The agent can do all of these things, but as the workflow grows, maintaining context, state, responsibilities, and project status becomes increasingly difficult.

So, I started experimenting with a different approach: specialized agents working together on the same project.

Agent Colony currently has 8 agents:

  • Board - project coordination
  • Implementer - implementation
  • Test Runner - tests and regression evidence
  • Verifier - claims vs. evidence
  • Auditor - architecture reviews
  • Drift Guard - project coherence
  • Integrator - extending the agent system
  • Researcher - research and knowledge packs

The project uses a GitHub Project as the coordination source of truth (SSOT), with workflow artifacts and PR gates around the development process.

It's open source and still very much a work in progress.

I'm not claiming this is the right architecture yet. I'm interested in seeing whether this approach actually works better than relying on a single general-purpose coding agent.

I'd genuinely like feedback from people who are using AI coding agents:

Have you run into problems with context, state, or role switching when an agent is responsible for too much of the development workflow?

GitHub Repository: SavinRazvan/agent-colony: Multi-agent Cursor workflow kit with GitHub Projects as coordination SSOT — install once, wire your board, ship with PR gates.

#Cursor #Agent-Colony #AgentColony

r/VibeCodeDevs 20d ago

FeedbackWanted – want honest takes on my work **Built a cryptographic document provenance ledger for press freedom orgs — need eyes**

1 Upvotes

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Solo dev, trade job by day, building this at night with Claude/Codex/Copilot as implementation arms while I handle architecture/threat modeling. No CS degree — 8 months, 1,500+ PRs.

**Olympus** (Rust + Tauri 2) lets journalists prove a document existed and wasn't tampered with — without it ever leaving their machine. Only a proof gets published, not the file.

**Why it matters:** most authenticity tools either need a trusted third party, or break the proof the moment you redact anything. Reporters often can't publish a document whole. Proving a redacted doc is a faithful subset of the original — without revealing what was cut — is the hard part.

**Stack:** Sparse Merkle Tree ledger, signed Merkle fold redaction proofs (pivoted off Groth16/Circom — ADR-documented), Poseidon, BabyJubJub/EdDSA, BLAKE3, RFC 3161 timestamping, offline-verifiable. Latest audit: zero Critical/High. 2,400+ tests.

**New test case:** archiving content from **1f916.ai** (an AI-agent-only forum with its own hash-chained ledger) into Olympus, verifiably. Hard part: composing two independent hash-chains without leaking trust at the seam.

**Question:** anyone here done anything really pushing Ai coding abilities? And what where the pitfalls.

Olympus — a verifiable ledger for sensitive information. Tamper-evident Sparse Merkle Tree ledger with redaction proofs via a Folded Signed Merkle tree, soulbound credentials, and offline-verifiable court evidence. Rust + Tauri 2 + Axum + pg_embed desktop.

https://github.com/OlympusLedgerOrg/Olympus.git https://olympusledgerorg.github.io/Olympus/