I've been contributing to discussions every single day for over 3 years now, and sometimes it's really hard.

One day, I have a great time coming up with topics, and then there are those days when I just stare at the screen and can't type. But I always manage to find a way.

I spend most of my time on these two things:
1) observing products on the main page and upvoting/commenting on them

2) talking with people within comments under my forums

The second one is the one where I notice some things that I lack and see possible improvements, namely:

LinkedIn officially shared the job titles that started appearing more often, and with the rise of AI, the market is restructuring.

The actual top 10 roles that have seen the biggest rise in listings (in the U.S.) are:

1. AI engineers Engineers developing and implementing AI models that perform complex tasks

2. AI consultants and strategists - Helping organisations plan and implement AI technologies to improve operations

3. New home sales specialists Which sounds like a rebranding or real estate agent

4. Data annotators Labelling and reviewing data for AI projects

5. AI/ML researchers Designing new AI models and systems

6. Healthcare reimbursement specialists Ensuring healthcare providers are getting correct and timely payments

7. Strategic advisors and independent consultants Which seems like a pretty broad-ranging segment

8. Advertising sales specialists You re reading a marketing blog, I assume you know this one

9. Founders Not sure this can be listed as a job title in itself, but LinkedIn s keen to highlight how people are shifting to their own businesses

10. Sales executives

We often see launch posts, milestones, and success stories.
What we don t see as much are honest breakdowns of products that quietly stalled or failed.

I feel there s a lot of learning hidden there about timing, assumptions, and trade-offs.

Hi all,
I heard about this platform from a colleague and have been exploring from last 1 week. Really exploring the products here. Any tips on how to view, explore more on new launches?

Hey folks,
I m Stella, and I am excited to be here. I mostly come here to explore new launches, read the comments (sometimes even before the product), and understand what truly makes a product stand out.

Quick one for you:
Do you check the comments or the product page first on Product Hunt?

Looking forward to joining the conversations.

Ten years ago, if a Facebook post didn t receive enough reactions, I would delete it immediately.

Yep, 18-year-old Nika was terrified that people would notice her failure. Reality check: when a post flops, almost nobody sees it anyway. The only person who actually suffers from the low engagement is the original poster.

I ve been using Google s @NanoBanana image tools for a while now for quick visuals, edits, and the occasional cursed meme. They ve been good enough that I haven t really felt a big urge to switch.

But I m seeing a ton of buzz around @ChatGPT Images and how much better they are for real-world stuff like thumbnails, product shots, and UI mocks.

We just wrapped the Orbit Awards for AI Dictation and now we re moving to the next category: AI Automation.

This one is for the tools that actually do work for you clearing chores, running workflows in the background, or quietly taking over a chunk of your week without turning into another dashboard you have to babysit.

AI dev tools are evolving crazy fast , every few weeks there s a new must-try for vibe coders.

Some people are building full products with @ChatGPT by OpenAI and @Replit , others swear by @Cursor and @Claude by Anthropic , and a few are mixing @Lovable + @v0 by Vercel + @bolt.new to ship apps in record time.

I ve been refining my own vibe stack lately, trying to find that sweet spot between speed, control, and creativity.
It made me wonder ,what does your setup look like right now?