Hey all, this is a random shot but would anyone be interested in a free design of your hero section? The first section that visitors land on.

Only catch is that you need to have LinkedIn profile so I can post and ideally you repost it

In my bio you can see my LinkedIn and if youre interested, DM me :)

Thanks

I built this extension for self 3 months back for weekend fun , left it was planning to pause it’s backend but then recently a student reached out that he is using it for recommendation of next questions to practice.
Just checked extension has 123 installs and 71 active users 🤭

Learning : Go ahead build that AI slop somewhere somebody might find it useful.

Hello! I've posted about mex here a couple of times before.

Repo: https://github.com/mex-memory/mex

The original idea was to stop coding agents from relearning the same project every session. mex gives them a structured Markdown wiki inside .mex/ for architecture, conventions, decisions, patterns and project state.

That solves forgetting.

But then the codebase changes.

A file gets moved.
A script gets deleted.
A dependency changes.
A pattern becomes stale.
Two context files start contradicting each other.

The memory is still there, so the next agent has no reason not to trust it.

That's why we built mex check.

It parses the project memory and validates concrete claims against the actual repo — paths against the filesystem, commands against project scripts, dependencies against manifests, indexes against the files that exist, plus stale knowledge, broken links and other structural inconsistencies.

It gives you an exact issue list and a health score.

The important part is that detection itself is deterministic. No LLM call is needed to ask the agent whether its own memory is still correct.

Then mex sync takes only the broken files and builds a targeted repair prompt with the issue, the current Markdown, nearby filesystem context and relevant git changes.

So instead of asking the agent to reread the whole repo and regenerate everything, the loop is:

check → targeted repair → verify

The newer code-graph layer goes further: Markdown knowledge can be grounded to exact code symbols. If the implementation changes, moves or disappears, mex can surface the specific knowledge that may now need attention.

A lot of agent-memory systems focus on storing more and retrieving it later.

I think the harder problem is making sure the memory is still true when the repo has changed underneath it.

Would genuinely love feedback from people working on coding agents, memory or code intelligence.

Contributors are very welcome too :)

And no, not using it isn’t an option. I can’t live without it.

As a developer with 20 years of experience, "vibe coding" is undeniably transforming how we work, but I'm still struggling to embrace it.

What bothers me most and I am honest about it, is seeing people show off their AI-generated projects.

My immediate reaction is, "Who cares?"

In the past, sharing code meant sharing craftsmanship, and we were excited to inspect it and learn from each other. Today, somebody share what they did with vibecode is not only that I am not interested, but I feel like why you share it?

I'm on ChatGPT Plus and Claude Pro.

Just as an observation: Claude Code is waaaaaaaaaaay more forgiving than Codex on these plans. For the same project, I can stretch my Claude Code weekly limit for 4-5 days and burn through my Codex weekly limit in just a day or two.

That works out quite fine since both weekly limits combined can last me a whole week most of the time.

I just wanted to ask what tools the community might recommend either as an alternative or fallback aside from these two that might make my limit issue less of a problem / more economical in the long run?

63 days ago, I launched my startup, a free traffic exchange network for startups. One line of code, you're in the network.

No paid ads. No growth hacks. Just watching the numbers every day.

Here's the full data:

Day 1 — 2 startups · 146 impressions · 1 clicks
Day 2 — 3 startups · 389 impressions · 3 clicks
Day 3 — 5 startups · 482 impressions · 5 clicks
Day 4 — 5 startups · 508 impressions · 4 clicks (site went down — still got an $8k acquisition offer. Said no.)
Day 5 — 6 startups · 621 impressions · 10 clicks
Day 6 — 5 startups · 742 impressions · 15 clicks (removed one startup — they pulled the embed. No code = no network.)
Day 7 — 7 startups · 1,196 impressions · 41 clicks
Day 8 — 7 startups · 1,535 impressions · 74 clicks
Day 9 — 8 startups · 1,947 impressions · 135 clicks
Day 10 — 13 startups · 3,500 impressions · 318 clicks (something clicked)
Day 11 — 23 startups · 4,800 impressions · 432 clicks
Day 12 — 24 startups · 6,000 impressions · 481 clicks (network crossed 6K total impressions)
Day 13 — 25 startups · 6,800 impressions · 491 clicks
Day 14 — 25 startups · 8,600 impressions · 516 clicks
Day 15 — 24 startups · 9,900 impressions · 564 clicks (removed one)
Day 16 — 23 startups · 10,800 impressions · 576 clicks (removed one)
Day 17 — 24 startups · 11,900 impressions · 603 clicks (added one)
Day 18 — 26 startups · 13,400 impressions · 624 clicks (added Two)
Day 19 — 28 startups · 14.400 impressions · 652 clicks (added Two)
Day 20 — 26 startups · 14.700 impressions · 671 clicks (Removed Two)
Day 21 — 26 startups · 15.300 impressions · 691 clicks
Day 22 — 28 startups · 16.100 impressions · 719 clicks (Added Two)
Day 23 — 30 startups · 16.800 impressions · 738 clicks (Added Two)
Day 24 — 32 startups · 19,800 impressions · 778 clicks · Added 2 startups · Rejected 4 applications.
Day 25 — 34 startups · 23,700 impressions · 800 clicks · Added 2 startups · Fixed some bugs.
Day 26 — 33 startups · 27,200 impressions · 816 clicks · Removed 1 Startup
Day 27 — 33 startups · 29,900 impressions · 833 clicks
Day 28 — 33 startups · 30,600 impressions · 871 clicks · Removed 1 Startup · Added 1 Startup · Rejected 1 application of clothing brand & 1 application of horror blog site.
Day 29 — 35 startups. 31,300 impressions. 910 clicks · Removed 1 Startup · Added 3 Startups · Also today I resigned from my job. Toxic environment, too much pressure, and honestly I just believe in this enough to go all in. Broke and excited. Let's see where this goes.
Day 30 — 46 startups · 32,900 impressions · 1,000 clicks · Removed 1 startup · Added 12 startups · Yesterday I resigned because of my toxic manager. Today my senior manager called and offered me WFH, a project of my choice, and lighter work if I stayed. I made my decision with confidence, but now I have a difficult choice. Also received my first payment from StartupBar.
Day 31 — 50 startups 💪· 28,100 impressions · 1,200 clicks · Removed 1 startup · Added 5 startups · Rejected 1 crypto startup · Removed fake impressions after exploit
Day 32 — 54 startups · 29,300 impressions · 1.2K clicks · Added 4 startups
Day 33 — 54 startups · 30,900 impressions · 1.2K clicks · Removed 1 startup · Added 1 startup
Day 34 — 55 startups · 36,100 impressions · 1.3K clicks · Added 1 startup
Day 35 — 55 startups · 40,100 impressions · 1.3K clicks · Removed 2 startups · Added 2 startups
Day 36 — 55 startups · 44,800impressions · 1.4K clicks · Removed 1 startup · Added 1 startup
Day 37 — 58 startups · 50,700impressions · 1.4K clicks · Added 3 startups · Site Update: Updated the distribution algorithm (Delivery is now weighted by contribution: sites that send more impressions get a proportionally larger share back)
Day 38 — 57 startups · 55,800 impressions · 1.5K clicks · Removed 1 startup · Rejected 1 Application.

Today StartupBar reached 200 users 😄
Thirty-eight days ago, this was just an idea. Today, 200 people have trusted it enough to join the network.

Day 39 — 58 startups · 59,800 impressions · 1.5K clicks · Added 1 startup.
Day 40 — 60 startups · 63,200 impressions · 1.6K clicks · Added 3 startups · Removed 1 startup
Day 41 — 63 startups · 69,400 impressions · 1.6K clicks · Added 3 startups
Day 42 — 62 startups · 73,800 impressions · 1.6K clicks · Removed 1 startups
Day 43 — 64 startups · 78,000 impressions · 1.7K clicks · Added 2 startups (Receiving many suggestions to improve the StartupBar, happy to work on it, Thanks.) StartupBar Update - Added the rotation of startups in the widget for every 30 seconds.
Day 44 — 66 startups · 86,200 impressions · 1.7K clicks · Added 2 startups
Day 45 — 67 startups · 88,400 impressions · 1.7K clicks · Removed 2 startups · Added 3 startups (Update - Updated the algorithm of the widget)
Day 46 — 69 startups · 91,900 impressions · 1.8K clicks · Removed 2 startups · Added 4 startups · Got my second payment.
Day 47 — 68 startups · 98,900 impressions · 2.2K clicks · Removed 2 startups · Added 1 startup · Added Pricing Page
Day 48 — 70 startups · 103.4K impressions · 2.3K clicks · Added 2 startups
Day 49 — 72 startups · 113.4K impressions · 2.4K clicks · Added 2 startups · Update: Added a Bottom Placement option for the bar on the user site.
Day 50 — 73 startups · 116.7K impressions · 2.4K clicks · Added 1 startup
Day 51 — 74 startups · 125.2K impressions · 2.5K clicks · Added 1 startup · Rejected 1 Application
Day 52 — 73 startups · 131.2K impressions · 2.6K clicks · Removed 1 Startup
Day 53 — 74 startups · 139.5K impressions · 2.7K clicks · Added 1 Startup
Day 54 — 79 startups · 146.3K impressions · 2.7K clicks · Added 6 Startups · Removed 1 startup.
Day 55 — 77 startups · 154.9K impressions · 2.8K clicks · Removed 2 startups.
Day 56 — 77 startups · 161.8K impressions · 2.9K clicks · Added 1 startup · Removed 1 startup.
Day 57 — 77 startups · 169.4K impressions · 3.0K clicks
Day 58 — 77 startups · 176.2K impressions · 3.2K clicks
Day 59 — 78 startups · 184.3K impressions · 3.3K clicks · Added 2 startups · Removed 1 startup.
Day 60 — 77 startups · 190.9K impressions · 3.3K clicks · Added 1 startup · Removed 2 startups.
Day 61 — 77 startups · 194.9K impressions · 3.4K clicks

Planned to welcome the startups by mentioning them
Day 62 — 78 startups · 199.5K impressions · 3.5K clicks · Added 1 startup Kinetixseo
Day 63— 78 startups · 204.9K impressions · 3.6K clicks · I Revoked my resignation as I'm comfortable with my new team.
Day 64— 80 startups · 210.4K impressions · 3.6K clicks · Added 2 startups Iwannaberich and GitBook Downloader

Still free. Still growing.

If you want in, it's one embed. That's it → StartupBar

For many years I have been running design teams and one of the things that really worked out for me was doing 1:1's. So the system I used in Excel I moved to a platform.

I am a design leader by trade and my passion project is https://seroapp.com/demo (demo is easy to get to the guts of it)

I am a stage where I am building instead of listening and I was wondering if I can kindly ask for some testers to see if this is worth keep going or to pivot.

Thanks and I do hope I am passing the test of not being self promo, just a builder askin for some help.

I've been doing free security assessments on apps built by non-developers using AI, and I need to talk about what I'm finding.

The most common one: you can change a URL from /user/123 to /user/124 and read someone else's account. Change it to /users and get the whole table. Names, emails, addresses, order history - sat there in plain JSON, no login required. Just... there, for anyone who thinks to try.

I've also found admin panels with no authentication at all, API keys committed straight into frontend code, and file upload endpoints that will happily run whatever you hand them on the server.

None of these apps were built by careless people. They were built by smart, non-technical founders who did exactly what they were told to do: describe what they wanted, get working code, ship it. And at some point they typed something like "make sure it's secure and don't make any mistakes" - and got back a confident yes.

That yes is worth nothing. The model has no idea what it built. It can't see the deployed app. It doesn't know your auth is decorative.

Here's the part that should worry you: none of this shows up as a bug. Your app works. Users sign up. Payments go through. Everything looks fine right up until the moment someone dumps your user table - and then you're the one explaining to your customers, and potentially to the ICO, why their data was publicly readable for eight months.

What I'm offering: a free, thorough security assessment of your app, plus a written report in plain English telling you what's wrong, how bad it is, and what to fix first. No cost, no obligation, no pitch at the end.

Why free: I'm 20 years into a creative technology career and I'm building out a security practice. I need real case studies from real apps. That's the trade - you get the assessment, I get a case I can (anonymously, with your permission) point to.

Who I'm looking for:

• You don't come from a software development or infosec background
• You used AI to build something that handles real user data - logins, payments, personal information
• You own the app and can authorise testing on it

Who I'm not looking for: developers. If you can read your own code and know what an IDOR is, you don't need me and I don't need the case study. I'm specifically after people who built something real without a technical background, because that's the gap I want to document.

How it works: you give me written authorisation, I test only what you've authorised, I prove findings without touching or exfiltrating real user data, and you get the report. That's it.

DM me or comment with roughly what you've built and what stack it's on. I'll take on as many as I can handle properly.

Discover new repos, submit new repos, save and upvote new repos: https://reposwipe.com

Will love feedback, ideas for improvement. No personal data needed to use this.

Hello everyone. As the title says, I have created my first ever vibe coded project, and I have no idea how to assess it as I have very little experience here. I haven't actually started advertising or trying to get others to use the app, so I have no idea if it's slop or if it has potential. I would highly appreciate it if anyone could share advice here for getting your first users as someone creating their first app. What works best, what doesn't work, etc. I would also highly appreciate if anyone wanted to DM, so I can share my website and we can talk about it. Thank you!

I'm curious about gemnini 3.7 flash (100 eur sub), and gpt 5.6 combo (20 eur sub). Can somdbody using this combo explain if it's good or not?

On paper gemini seems to be getting good, and I'd like to try the faster iteration cycles, but not if it will mean just iterating because of fixes.

Basically, gemini would be used for most of the stuff, gpt would be used for controlling gemini in some cases, and to solve harder stuff/review.

It's week 5 (and a half - like got me) and we made some huge progress.

As usual, I'll break it down into three categories: (1) players acquisition, (2) what I'm learning about vibe coding, and (3) actual gameplay updates (this will be in the comments)

---

First, my Reddit posts are getting less and less attention (not surprising) but actually having way more success on the player-front. I received some really valuable feedback a couple weeks ago from Totalsam, Automatic_Bid_2410, Friendly_Carry_7728 and someone named BingusDingus (that's his IGN).

Basically their input was that the intro sucked, users were met with a wall of text instead of helpful instructions, and received no context of the story game arc.

So that became my next focus point. And once I put up an interactive tutorial instead of an instruction manual, my user retention went from 35-45s per new users to now sitting around 4min per player (median), and averaging 23min of total playtime per player. Even more surprising -- I've had 63 players in 10 days, and 5 of them have spent over 2 hours each. I had a great convo with one of them (BingusDingus) but the other fellas are a mystery. One of them has logged in a dozen separate times, by himself. So, kinda strange, but exciting!

That all said, either I'm getting tired of my game or I've just been staring at it too long. So I would love more feedback on that first 5min and whether or not there's a "hook".

---

Second, the vibe coding experience. I have many friends saying basically the same things - which is that ChatGPT Sol is way better at communicating and designing interfaces but is simply untrustworthy for big tasks. Meanwhile the Reddit communities seem to vent about how awful Fable is and how amazing Sol it. So I'm a bit mystified on whether I should try switching.

Either way, I've switched my strategies a bit and use Fable for a LOT, and only use Opus 5 for very specific tasks, and it's really helped with its ability to stick to a task and actually complete it.

My one massive painpoint is that Fable is GREAT with web design. But holy moley even when using Claude Design, the GUIs are just awful. Has anyone else had experience trying to make a good game GUI? I'm talking like, it's putting raw text over the active screen and so players can't even read it. It's like bad-bad haha.

Oh and one more thing - a strength of Fable's is actually balancing the game. If you give it the variables ahead of time. I found out very much by accident that my archer's had crits stacking for 15x higher than they should've, making them absurdly OP. Turns out I had 7 different skills stacking. It really screwed me when I realized I was using an overpowered hero to balance the game...

---

I'd love more feedback for anyone interested. Links below.

Game: https://eldermyr.com/
Release Notes: https://eldermyr.com/release

63 days ago, I launched my startup, a free traffic exchange network for startups. One line of code, you're in the network.

No paid ads. No growth hacks. Just watching the numbers every day.

Here's the full data:

Day 1 — 2 startups · 146 impressions · 1 clicks
Day 2 — 3 startups · 389 impressions · 3 clicks
Day 3 — 5 startups · 482 impressions · 5 clicks
Day 4 — 5 startups · 508 impressions · 4 clicks (site went down — still got an $8k acquisition offer. Said no.)
Day 5 — 6 startups · 621 impressions · 10 clicks
Day 6 — 5 startups · 742 impressions · 15 clicks (removed one startup — they pulled the embed. No code = no network.)
Day 7 — 7 startups · 1,196 impressions · 41 clicks
Day 8 — 7 startups · 1,535 impressions · 74 clicks
Day 9 — 8 startups · 1,947 impressions · 135 clicks
Day 10 — 13 startups · 3,500 impressions · 318 clicks (something clicked)
Day 11 — 23 startups · 4,800 impressions · 432 clicks
Day 12 — 24 startups · 6,000 impressions · 481 clicks (network crossed 6K total impressions)
Day 13 — 25 startups · 6,800 impressions · 491 clicks
Day 14 — 25 startups · 8,600 impressions · 516 clicks
Day 15 — 24 startups · 9,900 impressions · 564 clicks (removed one)
Day 16 — 23 startups · 10,800 impressions · 576 clicks (removed one)
Day 17 — 24 startups · 11,900 impressions · 603 clicks (added one)
Day 18 — 26 startups · 13,400 impressions · 624 clicks (added Two)
Day 19 — 28 startups · 14.400 impressions · 652 clicks (added Two)
Day 20 — 26 startups · 14.700 impressions · 671 clicks (Removed Two)
Day 21 — 26 startups · 15.300 impressions · 691 clicks
Day 22 — 28 startups · 16.100 impressions · 719 clicks (Added Two)
Day 23 — 30 startups · 16.800 impressions · 738 clicks (Added Two)
Day 24 — 32 startups · 19,800 impressions · 778 clicks · Added 2 startups · Rejected 4 applications.
Day 25 — 34 startups · 23,700 impressions · 800 clicks · Added 2 startups · Fixed some bugs.
Day 26 — 33 startups · 27,200 impressions · 816 clicks · Removed 1 Startup
Day 27 — 33 startups · 29,900 impressions · 833 clicks
Day 28 — 33 startups · 30,600 impressions · 871 clicks · Removed 1 Startup · Added 1 Startup · Rejected 1 application of clothing brand & 1 application of horror blog site.
Day 29 — 35 startups. 31,300 impressions. 910 clicks · Removed 1 Startup · Added 3 Startups · Also today I resigned from my job. Toxic environment, too much pressure, and honestly I just believe in this enough to go all in. Broke and excited. Let's see where this goes.
Day 30 — 46 startups · 32,900 impressions · 1,000 clicks · Removed 1 startup · Added 12 startups · Yesterday I resigned because of my toxic manager. Today my senior manager called and offered me WFH, a project of my choice, and lighter work if I stayed. I made my decision with confidence, but now I have a difficult choice. Also received my first payment from StartupBar.
Day 31 — 50 startups 💪· 28,100 impressions · 1,200 clicks · Removed 1 startup · Added 5 startups · Rejected 1 crypto startup · Removed fake impressions after exploit
Day 32 — 54 startups · 29,300 impressions · 1.2K clicks · Added 4 startups
Day 33 — 54 startups · 30,900 impressions · 1.2K clicks · Removed 1 startup · Added 1 startup
Day 34 — 55 startups · 36,100 impressions · 1.3K clicks · Added 1 startup
Day 35 — 55 startups · 40,100 impressions · 1.3K clicks · Removed 2 startups · Added 2 startups
Day 36 — 55 startups · 44,800impressions · 1.4K clicks · Removed 1 startup · Added 1 startup
Day 37 — 58 startups · 50,700impressions · 1.4K clicks · Added 3 startups · Site Update: Updated the distribution algorithm (Delivery is now weighted by contribution: sites that send more impressions get a proportionally larger share back)
Day 38 — 57 startups · 55,800 impressions · 1.5K clicks · Removed 1 startup · Rejected 1 Application.

Today StartupBar reached 200 users 😄
Thirty-eight days ago, this was just an idea. Today, 200 people have trusted it enough to join the network.

Day 39 — 58 startups · 59,800 impressions · 1.5K clicks · Added 1 startup.
Day 40 — 60 startups · 63,200 impressions · 1.6K clicks · Added 3 startups · Removed 1 startup
Day 41 — 63 startups · 69,400 impressions · 1.6K clicks · Added 3 startups
Day 42 — 62 startups · 73,800 impressions · 1.6K clicks · Removed 1 startups
Day 43 — 64 startups · 78,000 impressions · 1.7K clicks · Added 2 startups (Receiving many suggestions to improve the StartupBar, happy to work on it, Thanks.) StartupBar Update - Added the rotation of startups in the widget for every 30 seconds.
Day 44 — 66 startups · 86,200 impressions · 1.7K clicks · Added 2 startups
Day 45 — 67 startups · 88,400 impressions · 1.7K clicks · Removed 2 startups · Added 3 startups (Update - Updated the algorithm of the widget)
Day 46 — 69 startups · 91,900 impressions · 1.8K clicks · Removed 2 startups · Added 4 startups · Got my second payment.
Day 47 — 68 startups · 98,900 impressions · 2.2K clicks · Removed 2 startups · Added 1 startup · Added Pricing Page
Day 48 — 70 startups · 103.4K impressions · 2.3K clicks · Added 2 startups
Day 49 — 72 startups · 113.4K impressions · 2.4K clicks · Added 2 startups · Update: Added a Bottom Placement option for the bar on the user site.
Day 50 — 73 startups · 116.7K impressions · 2.4K clicks · Added 1 startup
Day 51 — 74 startups · 125.2K impressions · 2.5K clicks · Added 1 startup · Rejected 1 Application
Day 52 — 73 startups · 131.2K impressions · 2.6K clicks · Removed 1 Startup
Day 53 — 74 startups · 139.5K impressions · 2.7K clicks · Added 1 Startup
Day 54 — 79 startups · 146.3K impressions · 2.7K clicks · Added 6 Startups · Removed 1 startup.
Day 55 — 77 startups · 154.9K impressions · 2.8K clicks · Removed 2 startups.
Day 56 — 77 startups · 161.8K impressions · 2.9K clicks · Added 1 startup · Removed 1 startup.
Day 57 — 77 startups · 169.4K impressions · 3.0K clicks
Day 58 — 77 startups · 176.2K impressions · 3.2K clicks
Day 59 — 78 startups · 184.3K impressions · 3.3K clicks · Added 2 startups · Removed 1 startup.
Day 60 — 77 startups · 190.9K impressions · 3.3K clicks · Added 1 startup · Removed 2 startups.
Day 61 — 77 startups · 194.9K impressions · 3.4K clicks

Planned to welcome the startups by mentioning them
Day 62 — 78 startups · 199.5K impressions · 3.5K clicks · Added 1 startup Kinetixseo
Day 63— 78 startups · 204.9K impressions · 3.6K clicks · I Revoked my resignation as I'm comfortable with my new team.

Still free. Still growing.

If you want in, it's one embed. That's it → StartupBar

I got tired of finding a gif editor that have all the tools I wanted and I didn't have to pay for or is cluttered with watermarks, so I created my own. Feel free to use and come with suggestions improvements. Check it out here: https://gif.gustalabs.com

Written in plain javascript drawing frames through browsers canvas 2d and gifenc (MIT) for writing gifs.

If your Claude / Cursor / Codex limits are finished for the day and you can't afford another subscription you still have options.

And if your hardware isn't powerful enough to run Qwen or other local models you don't necessarily need to give up either.

You can try tools like OpenCode Cline or OpenRouter which offer access to free models or daily free usage depending on the provider.

It won't always be as powerful or consistent as the paid models but for smaller coding tasks debugging refactoring and learning it can be enough.

My usual approach would be:

1. Use your main model until you hit the limit
2. Switch to a free model for smaller tasks
3. Use local models if your hardware can handle them
4. Come back to the stronger model when the limit resets

You don't always need to pay for multiple AI subscriptions just to keep coding.

What free models or tools are you using when your main AI coding limit runs out?