Kelsey Zhang

Kelsey Zhang

Product Manager @uSpeedo.ai

Forums

Zoe Zhou

3mo ago

Hi everyone! I’m new here on Product Hunt and ready to learn and share。

Hi everyone! I m Zoe Zhou, and I m excited to become part of this community.

We re building a SaaS platform for marketers and teams with real marketing needs. Our goal is to be the marketing platform that knows you best and makes marketing simple.

Welcome to uspeedo.ai!

JOIN The Unfiltered Data Club - a safe space to talk about your messiest data problems

Introducing The Unfiltered Data Club - a Slack community for data folks who want to vent, rant, laugh, cry, share memes, ask for help, or confess their most chaotic pipeline moments without judgment.

If you ve ever stared at a failing SQL query for an hour, fought with messy CSVs, or questioned your life choices because a dashboard refused to load, this is your new home.

Lamatic 3.0 Launch Week - November 17-21

Lamatic's CTO and co-founder @amanintech just announced it on X: Lamatic. ai Launch Week 3.0 starts today!

A launch week is a week where a company announces a new feature every day a format initiated by @Supabase in 2021 that has quickly grown in the dev tools space. Picture this: according to launchweek.dev, there were 126 launch weeks run by 94 different companies in 2024, including @Daytona, @Langfuse, and @Resend. Learn more about launch weeks in this story and more examples in this thread.

Applep/appleNika

3mo ago

Who do you think should be the new CEO of Apple?

Tim Cook is approaching retirement, and it is obvious he cannot hold this position indefinitely.

Tim has led the company since 2011 and helped it grow from a $350B company to a $4T giant. However, they are currently having a problem and are stagnating even in AI.

Simplorap/simploraJimmy Lowery Jr

3mo ago

Sometimes a “pivot” isn’t what you think

A lot of us think pivoting means tearing everything down and starting over or taking a hard left turn and never looking back

For us, we ve learned that a pivot was actually just a shift toward what we were actually building the whole time.

Major Product Update

Hey PH community!

We launched 2pr.io on Product Hunt today, and I wanted to share how drastically the product evolved in just 6 months since our first version.

What changed:

1/ Multi-account management - Perfect for B2B teams and freelancers managing client profiles (launching today!)
2/ Complete content cycle coverage - Now includes full LinkedIn analytics via official API, not just post creation

Jeff Benson

3mo ago

This dev built an app...while running a marathon

In most ways, Tijs Nieuwboer is just your standard entrepreneur and builder from Amsterdam. Except for one thing: He s a bit crazy.

That's a good thing. 

How is your company adopting AI assisted development?

What I have seen so far is a split. Some power users go all in on agents like Claude Code using Skills, Hooks, Subagents, MCPs and other advanced techniques

Others only use lighter tools such as autocomplete or Cursor. Across most teams, adoption seems inconsistent

AI is great at design but terrible at algorithms

Claude and Gemini crush system design and high-level modelling, but the moment you drop into actual function logic, they fall apart. It s like pairing with someone who writes clean diagrams but chaotic code.
And if you ask them to improve it, they vanish into SOLID-theory rabbit holes and over-engineered OOP madness.
These days, since I vibecode more, I have found myself refactoring what the robots are writing ever so often that it has got to a point where I straight up delete function logic and write it myself.

Curious if others are seeing the same?

Export your Rock-n-Roll project straight into your favourite builders

A quick note for everyone following the project.

You can now take the prompts Rock-n-Roll generates and send them directly to Lovable, Bolt, or V0. If you prefer working locally, you can download the prompt bundle and use it with tools like Claude Code, Codex, or Cursor.

Introducing AI, the Firefox way — as a bolt on, not deeply integrated

While @OpenAI throws its weight behind a fundamental rethinking of the browser through an AI lens in ChatGPT Atlas, Firefox, which peaked in 2009, continues to hold on to internet ideals from the same period.

As such, it is pursuing the easily-jettisoned strategy of exploring adding an "AI Window" to Firefox, like a back alley where internet users can go "do their nasty", but not have it pollute their regular web usage.

StoryMotion limited early lifetime deal was LIVE!

Hi!

First off, a massive thank you for the overwhelming interest you've all shown in StoryMotion launch last week.

30 days in: we just crossed 1B tokens 🤯

Hey PH, Tim here, founder of Attrove

We launched Attrove about a month ago with a simple goal:
turn the chaos across email, Slack, and meeting into here s what actually matters today.

Community wins like this hit different!

A few days ago, a community contributor reached out and said he'd built a Raycast extension for Vartiq, completely on his own.
Moments like this remind me why building in public and staying close to the community matter so much.
You can t be everywhere.
You can t build everything.
But your community can.
Seeing someone take Vartiq, extend it, and ship something useful for developers
That s the kind of energy that helps a product grow far beyond what any team can do alone.
Super grateful for everyone who s been supporting, experimenting, contributing, and sharing feedback.
This is how early-stage products evolve, not in isolation, but together.
The extension is now live here!

Most people wait for the perfect plan. Don’t.

Lately I ve been thinking about what it really takes to start something new.

Starting something new is messy.
You don t get there by planning.
You get there by failing a lot.
Then you adapt.

I learned that long before tech, on stage as a dancer.
You miss a step, but the show must go on.
The audience doesn t even know the choreography, and sometimes neither do you.

JachinShen

3mo ago

How do you control the increased entropy from vide coding?

Hello everyone, recently I am refactoring old AI codes in hot spots. I used both Claude Code and Codex to quickly implement the feature at that time. It works but when I look into the logic today, it introduces too much unnecessary complexity (a lot of helper/manager/try-except). Although I have manipulated CLAUDE.md (emphasizing KISS principle, introduce Linus https://gist.github.com/iiiyu/4c... ), the code agent still try to add entropy on the whole project. I can understand the code LLM is trained to program defensely, but if I do not review carefully and really understand the logic, the project quickly becomes hard to maintain. Now every week I will leave 1 day to write codes without AI to clean the whole project for longer future.
Do you have similar experiences or solutions to share?

Quick tips to grow your business with videos

Hello Product hunters and builders!
I ve been editing video for 25+ years and keep seeing the same blocker for entrepreneurs and small businesses: talking-head videos feel slow and fiddly. Here s the fastest workflow (5 x 3min) I use and teach:

1) Script (3 min)

  • Hook (first 5s): state a problem your audience has.

  • Value: How you solve the problem?

  • CTA: Clear next step what you want the viewer to do.

2) Setup (3 min)

From Sugar Free to Emma – our global evolution 🚀

First of all a huge thank you to everyone who supported our new Emma launch on 11.11.

Because of you, we hit Top 3 Product of the Day with our biggest update ever. Your support truly means the world to us.
Many of you also supported our original Sugar Free: Food Scanner last year and helped us reach #4 Product of the Year. You ve been with us from the start and you re the reason this project keeps moving forward.
As some of you know, I ve personally been avoiding added sugar for 8+ years. At some point, I got so obsessed with finding every hidden form of sugar that I ended up infecting my friends with this mission too and together we built a tiny prototype to detect hidden sugars.
That little idea has now grown into something much bigger.
Over the year, the scanner has grown into Emma an AI Nutrition Intelligence that that understands food globally. It reads any labels in any language and finds hidden sugar, E-codes, bad additives, toxins and allergens. It s like ChatGPT, but about food and health.
Unlike typical food apps, Emma doesn t rely on static databases.
If a product exists online anywhere in the world, Emma can:

find it
translate it
rebuild its ingredient list
detect hidden sugars, additives, toxins, allergens
and give a clear, simple verdict: Eat or Avoid
Emma runs on our proprietary AI model, trained on real scientific datasets (FDA, EFSA, WHO, etc). No myths just evidence-based clarity.
What Emma can do:
Scan any food label in any language;
Detect every form of hidden sugar (even behind 200+ names);
Spot harmful additives, E-numbers, INS codes, allergens;
Flag 500+ potential health risks;
Science-based food rating (1 10);
Plain-language Eat or Avoid guidance;
Full ingredient breakdown;
Built-in AI Nutritionist ask anything about food & health.
Even your grandma could use it and she probably should
How it works:

1. Scan a barcode or snap a photo of the label
2. Emma analyzes, translates, and scores the product
3. Ask Emma for recommendations, recipes, or nutrition advice
Just clear, stress-free food choices.
Special for the Product Hunt community:
As a thank-you to everyone here, we re giving 3 months of full access to our first 5,000 PH users this week.
Promo code: PH11EMMA (or tap PH supporter inside the app).
If Sugar Free wasn t available in your country before Emma is now!
We d love for you to try Emma, explore the new features, and share your thoughts.

10 Words That Make You Sound More Professional (And How to Remember Them)

Your vocabulary signals your credibility.

In meetings, emails, presentations the words you choose shape how people perceive your competence.

Ryan Zhang

3mo ago

Specs-Driven vs Prompts-Driven: Thoughts From Recent Chats With Builders

Hey folks Ryan here

I ve been chatting with a bunch of vibe-coding builders lately, and everyone keeps saying the same thing:

Prompts get you UI fast but the moment things get real, everything starts to fall apart.