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What broke your database diagram workflow in real projects

At the start of most projects, database diagrams feel really helpful.
Everyone understands the structure, relationships are clear, and discussions are easier.

Then the project grows and somehow the diagram gets left behind.

I d love to hear what actually broke the database diagram workflow in projects you ve worked on.

  • Was it too many migrations happening too fast?

  • People changing the schema directly in SQL?

  • The diagram slowly drifting away from production?

  • Tools becoming annoying to keep in sync?

  • Or simply no one feeling responsible for maintaining it anymore?

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9mo ago

🚀 Road to 1,000,000 Votap users — Day 38 | Current: 1076

Votap just crossed 300+ comments
With the recent spike in users, something really cool started happening inside our app.
People aren t just voting.
They re also explaining their reasons.
In just a short time, we ve crossed 321 total comments across politicians.

Different views. Different countries. Real opinions.
And this is exactly what we hoped for.
Next step?
We re adding replies.
So instead of top-level comments, you ll be able to respond to each other and build proper discussion threads. Votap is meant to be a platform shaped by opinions, not just charts.
If you want to be part of it, download Votap from the App Store.
More tomorrow.

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9mo ago

I am a content creator, I built a free AI video cropper in 7 days because I was tired of paywalls.

I have about 10k followers across TikTok, Ins and rednote. Nothing huge, but enough that I m posting almost every day.

I record everything in 16:9. Then I need it in 9:16 for TikTok, 4:5 for Instagram feed, 1:1 for LinkedIn... Same video, four exports everytimes.

I ve used Clideo. I ve used Canva. Probably a dozen others. They all do the same thing:

Make you create an account before you can even test anything

AI that handles Negative Thoughts

Research says we have 6,000 - 70,000 thoughts a day.
70 - 80% are negative.
90 - 95% are the same ones on repeat.
That loop kept me stuck for years, same doubts, same fears, same not enough story on autoplay.
So I built The Optimism Engine: a straightforward CBT-style tool that lets you face one negative thought at a time.
Name the distortion. See the layers. Reframe it. Let it go.
One belief at a time. One fear at a time.
It s not just therapy, it s just a way to interrupt the pattern.
Try it here (no signup required): https://optimism-engine.vercel.app/
What s the one thought you d finally unbelieve if you could?

Are AI Copilots Actually Helping, or Just Making Us Faster at Shallow Work?

Over the last year, AI copilots exploded.

They write code.

They summarize docs.

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9mo ago

I’m running a paid beta instead of freemium — looking for honest feedback

Hey everyone

I m building Animus Invoice, an invoicing SaaS for freelancers and solo founders.

I made a decision that s a bit unpopular:

I skipped the free beta entirely and started with a paid beta.

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9mo ago

We want to make recruiters and jobseeker's lives easier

Hey! I work with JobTetris

It s an all-in-one recruitment platform that helps job seekers, recruiters, and employers keep the hiring process organised without the usual chaos. Everything lives in one place: applications, candidates, clients, and team collaboration.

The Optimism Engine

I built The Optimism Engine to explore something simple but powerful:
How can AI help people think more clearly - without sounding generic or robotic?
The Optimism Engine is designed to guide users through structured cognitive reflection. When someone shares a stressful thought, the system:
Identifies possible cognitive distortions
Maps the thought through progressive layers (Surface Trigger Emotion Core Belief)
Chooses a response mode (regulate, clarify, reframe, plan, or listen)
Returns a grounded, non-templated response
The goal isn t just therapy, It s structured thinking.
Instead of giving advice, it helps users examine their interpretation, underlying fear, and next actionable step.
It was an interesting exercise in combining psychology frameworks with deterministic system design.
Curious to keep building at the intersection of AI and human cognition.

Now live: https://optimism-engine.vercel.app/

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9mo ago

Simple cute planning apps for your calendar or a professional created solution?

We just launched our web-based, mobile-responsive app (Atmos App). We'd love feedback on what you like about other productivity apps you use (Notion, Tiimo, Motion...). Drop your comments on what you like and if you have time would love a look at my platform.
https://www.producthunt.com/prod...

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9mo ago

Hunted: AI Real Estate Listing Writer

Hello Product Hunt!

I m Joe Henzi, the creator of MLS Writer.

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