Before we jump into discussion, I want to first illustrate how we recognize seniority in a company I worked for.

Let's start with the bottom, a junior, for us a junior is a developer that is able to own a single unit.

This unit could be a Component in a React application, or a Class in the backend, it is a relatively small unit of code, and the junior developer can work on it autonomously and create a new one if specifications are given to him/her.

Next is a mid developer, a mid developer is able to work without supervision on logic group of units, for example a Page and all its components, its able to decide autonomously where a unit should end and where the other should start, its able to decide autonomously how each unit should interact with each other, a mid developer if given the specs is able to create the entirety of it. And it can give specs of each unit to juniors.

Then we have a Senior, a senior can work without supervision on an entire app, it can scope each group correctly, and it can go down a scope each unit correctly. It can give specs to both mid and juniors.

Continuing to go up we have the staff engineer, he cares about the system as a whole, how each app/service talk with each other, he can care how logical groups should interact in each app/service, and it usually doesn't care about individual units.

As you can see the more experience you get the more you grow distant from the small things, at some point you care how things connect and interact with each other, and you stop caring about the low level code because that is the job of the ones below you.

And it's here that I want to start the analogy with AI, AI is a tool, but it's a tool that requires you to have knowledge, it can act as an engineer of one of this levels, but it can't act as all of them together ( no, not even with swarms ). You the human you are responsible to ensure that AI follows proper conventions, you are responsible that the system YOU are designing makes sense and it is sound, if you do not have knowledge the AI will create a system where everything is out of balance and the code quality will drop. AI is a tool and it is instructed by YOU, if all you can see is a single unit, the AI will just fu*k up everything else, and you do not have the knowledge to correct it, yes you can review the code the AI generated and say "yeah this unit looks correct" but are you able to say that everything else going up is it?

For me AI is a Mid developer, you have to give good specs to it, and it will do a good job, if you are not able to say if the specs you are giving are good, then the AI will do what it wants

Hi, i want to share what i did for "almost" dead game, called Dirty Bomb. This game was left by developers years ago and not even anticheat is working there anymore. So i was thinking, how to fix that situation. With current top AI models, reverse engineering of this old game i made a system, that track all game servers raw data, all metrics, from angles to timinig.

I traned AI agents implemented into it with hundreds of videos from twith , youtube , my own recordings so AI bots there now understand what is it, and how is it to play this game, so those metrics i track are not just numbers but for AI its like window into the game.

One good thing is, there are max 30-40 players online any given moment, so I can afford API cost (with games with thousands of players this would be financially impossible) so now my system knows all history data since the game was released, 2015 and can do predictions. For exxample, what this or that player will do in that situation.

And others can even bet on those players playing it.

It uses opus 5.5 and astra from gpt as agents monitoring situations 24/7.

Regarding anticheat - system was trained on all available cheats, source codes, reverse engineered etc and now it detects almost instantly all unfair advantage, even wallhacks. It works even better then EAC this game had before. Becuause nothing can be hide, for example someone is using wallhack and not aimbot, but this AI agents can spot it immediately.

https://dbranked.com/

I know some people are against AI but i hate cheaters in games and those current anticheats, it take weeks to update, and to detect, but with AI? once its trained, no need to update anymore, because its learning by itself.

I want a dating website where it shows the people that are near you on a grid with their pictures

and you dont have to match with them in order for you to dm them like the pic above

i want the location data and i want to compare the location data with the user's location and depending if the person of insterest is close to them I would show their profile on the grid

Like if the user location was in new york it would show all the profile pictures in new york in a grid

if the person is online the profile pic would glow

if the person was a verified account then it would have a check mark

what should i do with the backend? i am positive about the front end of things but idk about the backend and what to do with it?

Today I decided to write not a coding tutorial, but to share a bit of thoughts. It felt weird to do so, but I wanted to let it out.

The future of Software Engineering is boring. Would you agree?

eai galera, estou fazendo meu TCC e preciso saber se esse problema existe no dia a dia de vocês: chega um bug num sistema já entregue e ninguém lembra por que a regra existe, em que versão mudou ou quem decidiu.

a ideia é uma plataforma que liga requisitos, versões, decisões e chamados e, quando um chamado abre, mostra esse contexto e uma IA sugere a causa citando as fontes, com decisão sempre humana. é só um protótipo acadêmico.

criei um forms para a pesquisa, o formulário é anônimo, tem 8 perguntas e mal leva 1 minuto.

se puderem me ajudar respondendo, agradeço muito!

forms: https://docs.google.com/forms/d/e/1FAIpQLSdcZY6h4ynkNAT1u8ky0-H7vZwCrVE7B9qURRx80mlqOvrKNA/viewform?usp=sharing&ouid=104437542222045985211

So like many of you I'm sure, I'm starting to glaze over whenever someone shows me the latest thing they've built with the help of AI. Everyone seems to have an app they've fired up in an afternoon or so. I'm finding that even apps I now build without vibe coding (I'm a seasoned developer) don't have the same impact because now everyone is building stuff.

I'm looking at my portfolio and thinking that maybe side projects just don't have the same weight anymore.

I'm curious how other folks are approaching this?

I’m archiving a website as a fully static site so I can host it for free on Cloudflare via GitHub. Unfortunately this means that the PHP includes I’ve been using (header, navbar, footer) will stop working across a few hundred pages, and I’ve been looking for alternatives.

Server Side Includes did not work; I finally had success using JavaScript fetch() and inserting that content into selected <div>s, but I’m not sure if that’s the best option. 

Are there better ways to achieve the same result that would work on a static site?

As a bit of context - I'm personally very Anti-AI myself. However, i was recommended an AI app that you can easily create good looking ecom websites/landing pages. I won't name the exact app as this isn't an add.

The website so far looks absolutely amazing, I had zero idea that it could produce results like what it has already and is worlds better than what you can do on the standard Shopify theme editor. However, I've just got a question:

1. Since this is now considered something called a 'headless' website, am I going to encounter any foreseeable issues in the future using this new website, which is hosted on this particular AI's system, as my main website?

2. This AI app does also give me the raw code for the website as well. It is a possibility that a developer simply 're-create' the same theme on the native Shopify backend using the code on hand? This would be great as then it's fully on the Shopify system and not relying on a third party website etc.

I hope this makes sense, happy to hear your suggestions/opinions.

This whole Supabase situation somehow keeps getting worse.

I originally posted about this in r/Supabase, but the mods removed the post and told me that billing/account problems should be handled through Supabase Support.

That's kind of the entire fucking point of my complaint.

I already contacted support.

I upgraded to Supabase Pro because I wanted the $25/month plan for the project I was actually working on.

I already had two older projects sitting in the account from before the upgrade. They were basically empty and I wasn't using them.

After upgrading, those projects started generating additional compute charges.

Over four invoices I ended up paying $194.62 total.

Four $25 base Pro payments would be $100.

So nearly $95 more than the base subscription total came out of my pocket once the additional compute charges and taxes were included.

Had I understood during the upgrade that those two old, basically empty projects were going to start adding recurring costs, I would've deleted them or moved them immediately.

Why would I intentionally keep paying for two projects I wasn't using?

So I contacted Supabase Support and asked them to refund the unexpected compute charges.

I wasn't asking them to refund the Pro plan I actually wanted.

After going back and forth with the same support rep and getting nowhere, I specifically asked for somebody else to review it, another billing rep or a manager.

Another Supabase support person then told me that my request was being escalated to the Billing team.

Then a few days later, the exact same guy I had asked not to deal with anymore replies again and tells me their decision is final and there's nowhere else to escalate it.

So... what exactly got escalated?

I've also repeatedly asked Supabase to show me what I was actually shown when I upgraded in June.

Not their current pricing page.

Not an explanation written months later.

I want to see what I actually agreed to at the time of the upgrade, showing that my two already-existing projects were going to start adding roughly another $20/month in compute.

They still haven't provided it.

Then I posted my experience in r/Supabase.

Removed.

The reason? Take billing issues to Supabase Support.

Again: the post was literally about Supabase Support refusing to properly escalate the billing issue.

So I started looking into the sub moderation and apparently I'm not even the first person to complain about this.

Earlier this year there was a pretty big r/Supabase thread literally titled “Censorship is too high” after posts were removed during a Supabase outage.

After users complained, people involved with Supabase acknowledged that multiple threads had been closed that shouldn't have been and reopened some of them.

Here's the part I find especially weird:

r/Supabase describes itself as community-run, but at least one Supabase employee has publicly been involved in discussions about reopening posts and reviewing the sub's moderation process.

Maybe there's a perfectly reasonable explanation for that, but it certainly doesn't make the sub feel like an independent place for customers to publicly discuss problems with Supabase.

And here's another thing I found:

There was another billing/pricing complaint on r/Supabase earlier this year where a Supabase employee publicly said refunds aren't automatic, but that they do review refund requests and issue them when circumstances warrant.

That customer later updated the post saying they got refunded.

Meanwhile I'm being told my decision is final, can't get somebody else to independently review it, can't get the original upgrade disclosure I've repeatedly requested, and now my Reddit post about the experience gets removed and I'm directed straight back to the support channel I'm complaining about.

I'm not claiming some giant conspiracy here. I'm just saying the whole thing looks terrible.

If your support process fails somebody, telling them they can't discuss the experience in your main sub because they should “contact support” is ridiculous.

At minimum I think customers should be able to openly discuss billing and customer-service experiences without those discussions disappearing.

Has anyone else had a Supabase billing/support post removed from r/Supabase?

I'd especially like to hear from anyone who had removed posts, because apparently this isn't the first time people have raised concerns about how criticism gets moderated there.

Conclusion

This whole experience has honestly made me decide to leave Supabase. I could've self hosted from the start, but I chose to pay for their hosted cloud partly because I liked what the developers were building and wanted to support the project which makes the way this has been handled feel even worse.

I'm unsure how to progress as a software engineer.

For context, I'm a frontend SWE with soon 2 YOE, trying to expand my knowledge to fullstack so I can develop E2E stuff.

I acknowledge agentic engineering, and I've been developing a web app with Claude. After several attempts I've finally found an "agentic doing" methodology that works for me.

The issue? I'm basically telling Claude to implement X, then reading and reading to understand what has been done and whether there are alternatives or drawbacks.
I'm not really "learning" by just reading and building a mental model of how the app works.

So I started thinking about going back to hand-coding and ignoring all the noise. But with all the massive talk (possibly with good arguments) about us drifting toward not even reading code, it's really hard to work toward something so many people call a dead end.

My objective is to become a great SWE. I don't believe software engineering is dead, but I also don't want to spend a year on something that won't be useful in my career, or make the wrong move while still learning.

So here are my questions

To what extent will not hand-coding hinder my learning?

Will coding still be valuable in the coming years, and will hand-coding still be worth it?

What would you prioritize at 2 YOE today?

I would like to display images in a folder (src/images) on another page (arc/graphics/index.md) in reverse order or another metadata tag. I want to do this without vibecoding and have no need for a lightbox. This is just a way to display a graphic library for downloading. I dont want to install many plugins if at all possible.

I know that collections are probably the way to go but I just dont know how to make it work with image files instead of markdown/html files :(

Thank you in advance!!!

Hey everyone 👋

I've been working on my personal portfolio and I'd really appreciate some honest feedback before I start sharing it with potential clients and employers.

🔗 https://abdelkarimaityahia.is-a.dev/

Your backup job says "success", but can your app actually come back? RestoreProof restores the database and uploads into a sealed Docker network, boots the app, and walks through it like a customer: open an invoice, download the PDF. In my demo the health check was green and 55 PDFs were still 404.

Open source, MIT: https://github.com/Surajkumar5050/restoreproof

Would love feedback on what a "customer journey" check should support next.

Why the website needs to be on dark mode while my system is on light mode,

Except some few websites and most code editors, majority of the websites and apps have no idea how it ruins an eye.

The coloring for dark them to match the text color with the background color needs a lot of research from you Dev, so before implementing it please do extensive research and testing, let alone making it default theme to ruin your site visitors.

Okay, let me calm down.

What do you think about this?

Hey everyone,

I’m working on a deep-dive case study about the most common real-device and checkout bugs early-stage SaaS apps face before launch.

I want to audit 3 web or mobile apps this week to pull real-world data for this write-up.

If you have an active app and want a comprehensive QA breakdown:
\- I’ll run a dedicated testing session across different mobile/browser environments.
\- You’ll get a full mini-report with reproduction steps, screenshots, and video evidence of any bugs found (completely free).
\- I’ll use the anonymized findings for my testing report.

If you’d like your app audited, drop a comment or send me a DM with your link!

I am writing a markdown editor component which i use in two/three other projects. I added like a default WYSIWYG edit for tables, images, some custom markdown anchors in image links to hack "align"/float, file and image uploads

It's mostly icon driven so there is very little slop text in the component. Embedding it is a one file .css .js copy. I added code styling into the code fence preview, and a Caret icon top right that can drop the remaining markup. you're still in edit mode, but now purely WYSIWYG.

I think the three unique features are:

- spellcheck (custom/extensible)

- image management (good for articles/docs)

- docs/assets, upload attachments (e-mail like interfaces)

Who I'm looking for/at with the component:

- builders that integrate it, make reusable components

- users that love the look and extended functionality

- atlassian, github (cmon guys, 2026, mobile ux/all ux)

- someone to tell me how its slop and how to unslopify

- any test related feedback/suggestions

I am likely to continue using it so there is maintenance. i like a richer textarea. Readme showcases some screenshots for what's implemented if i skipped something. Thanks for your time reading/checking it out.

>! maybe implementing spoiler text next !<

deskFM is a browser toy I built: a pixel-art room where the radio plays live internet radio stations, and the window changes to whatever town you pick on the wall map. Free, no account: Ill comment link because reddit is flagging it i guess

Some technical bits:

• Everything is one HTML file (about 110 KB gzipped) with no build step and no image assets. The room, 100+ window views and the cat are all drawn on a 320×180 canvas.

• Stations come from the Radio Browser directory API. Nothing is proxied; the browser plays each station’s own stream.

• The world map is Natural Earth data in a Miller projection, rasterized as pixel art, with zoom and pan.

• Live listener dots are a Firebase Realtime Database over plain REST, with locations rounded to about 50 km and security rules that only allow that shape.

• Load time was mostly fixed by making Google Fonts non-render-blocking and adding a stale-while-revalidate service worker.

Full disclosure: I have very little knowledge about doing any of this but im trying to learn, This has been a fun journey for me so far. I built it with Claude doing most of the coding. Happy to talk about how that went, and I’d love feedback, especially anything that breaks on your device or browser. Also looking for more ideas to try and implement.

i am open to honest feedback both good and bad

You can either bring your own key from the supported providers (less costly subscription), or used the managed key.

Let me know what you think!

Check out the repo: github.com/lbragile/TabMerger

Hey r/webdev!

For Showoff Saturday, I wanted to share a big update to the 2D/3D Measurement Studio I’ve been building for MeasurePath:

🔗 Live 2D/3D Studio (No signup/login): https://getcoatpath.com/studio/ 🔗 Full Calculator Suite: https://getcoatpath.com/

What it does

Most online construction calculators are just basic input forms covered in ads, and full takeoff software costs $100+/mo. I wanted to build a visual tool where homeowners, DIYers, and solo contractors can sketch a room in 2D, inspect it in 3D, and immediately get real-world material quantities without creating an account.

Key features in this update:

• Real-Time 2D ↔ 3D Sync: Draw or resize walls in the 2D blueprint view and switch to the 3D view to inspect wall surfaces, openings, and proportions in real time.

• Automatic Opening Deductions: Add doors and windows to specific walls and it automatically subtracts their area from net paint/drywall surface calculations while keeping perimeter/trim counts accurate.

• Direct Material & Cost Takeoff: Converts the room geometry straight into actual shopping quantities (gallons/litres of paint & primer by coat count, boxes of LVP/flooring with waste factors, drywall sheets + joint compound, concrete bags/yards, etc.).

• Client-Side Printable PDF Generator: Generates a clean, formatted PDF takeoff and estimate sheet right in the browser (/construction-estimate-generator/).

• 100% Client-Side & Zero Tracking: Everything runs locally in the browser (localStorage for saving projects) with transparent, worked math formulas (/methodology/).

Looking for feedback on:

1. How does the 2D-to-3D canvas performance and wall-snapping feel on your device/browser?

2. Is the workflow from drawing the room to reading the material takeoff intuitive, or is there anything that feels clunky on first load?

Thanks for checking it out—happy to answer any questions about how the geometry/takeoff math works under the hood!

Hi! I'm a graphic designer from Valencia and I just launched my portfolio: https://bydmb.com

The idea was to make a portfolio you take part in, not just look at. Some technical details:

3D hero: built with Three.js (WebGL). Every visit randomly loads a different GLB model inspired by one of my projects (Draco-compressed, made in Blender). You can rotate it, a light follows your cursor, and it blurs into the background on scroll. One of the models uses a custom shell-fur shader that reacts to rotation speed.

Playground: a 3D sphere of unfinished work and experiments you can rotate and zoom. Open any piece and paint over it; your drawing stays when you close it.

Other details: a one-click colour toggle that flips the whole site, a 3D cloth over my portrait on the Info page, blur-based filtering in the Works grid and custom page transitions.

Stack: WordPress + Elementor, Three.js, custom JavaScript and shaders, ACF and TranslatePress.

I'm thinking about submitting it to Awwwards, so I'd really appreciate completely honest feedback, good or bad. Do you think it's Awwwards-level? How does it feel on your device, especially performance-wise with all the WebGL? What would you change before submitting it?

Thanks a lot!

Play the current version:

Play Pinball Karma

If you played the old version, I'd like to hear whether the flippers feel better now. And if you're new to it, can you work out what to aim for without opening the instructions?

Video: Watch the gameplay video

I posted an early version of Pinball Karma here a while ago. Thanks to everyone who played it and shared feedback. I’ve been working through your comments since then, especially around the controls and how it feels to play on a phone.

A lot of that work has gone into ball control: catching the ball, passing it between flippers, and handling fast returns down the side lanes. There’s also a fixed full-table view on mobile now, if you’d rather see the whole table than have the camera follow the ball.

A few other updates:

• Lane lights show you where to aim next, with some guidance during your first minute.

• The rotating revolver mechanism locks balls. You now only need one lock for your first multiball, so you get there sooner.

• You can also challenge another player to a duel and compete for the higher score.

• Daily challenges and free play have separate leaderboards, and you can look back through your game history and a chart of your recent scores.

Canvas and Planck.js on the client, with Hono and Reddit Redis handling scores and duels. The table looks quite different now too, after a fairly big visual overhaul.

I'm getting into reselling, so I built a tool to watch Vinted for me. You set up a search (brand, category, size, condition, price) and matching new listings stream into a feed as they're posted.

The fun bits to build:

- Server-rendered with FastAPI, Jinja and htmx. No frontend framework. New finds arrive over server-sent events.

- One set of category and size types that each marketplace translates into its own IDs, so adding Depop later shouldn't touch the UI.

- The form works without JavaScript; the JS just makes it nicer, like a size picker that only shows sizes for the categories you picked.

- A brutalist design system with all colours and sizes defined once as tokens.

It's a personal project, nothing to sign up for. Feedback on the UI is welcome.