Many products start as experiments built at night or on weekends.

At first, there s no pressure just curiosity and momentum.

But at some point, expectations creep in: users, revenue goals, support, roadmap decisions.

There are so many new AI agent platforms ( @Wordware @Lindy @CrewAI @zapier and so on) that I'm finding myself curious how everyone is using them.

What AI agents are you using in production? What do they do? Are they working and reliable? What would make them better? Are they replacing roles? Augmenting existing ones?

Hey everyone! I ve seen some people mention using Reddit groups to help launching their products, but I m a bit new to the platform. From what I ve noticed, many groups don t allow self-promotion or talking about your own business. I m curious, which subreddits do you participate in, and what s your strategy for engaging and launching your products there?

I d love to hear about your experiences and any tips for successfully navigating Reddit for product launches!

While building products, I've noticed something surprising.

The features I spent the most time building were often the ones users barely touched.

Meanwhile, a few "small" features I almost skipped ended up becoming the reason people kept using the product.

I joined product Hunt recently and feel a bit lost. between daily launches, upvotes, collections, and comments, it is hard to tell useful tools apart from products that just got votes from friends.
I am also unsure about the general etiquette. is lurking and upvoting standard, or should i be commenting? Do makers reply to questions from new users?
How did you navigate the site when you first joined? What habits help you filter out the noise and spot genuinely good tools?

In the last few days, I have seen many AI tools for creating audio-visual, and even people in my feed shared short movies created by AI (Hollywood will probably cut costs quite a bit in the next few years).

What is your experience with AI video generators, and which ones do you find the best?
(In terms of which AI tools have given you the best video results.)

I spent a week fixing three separate monitoring bugs and they turned out to be the same bug wearing different clothes. In all three the instrument could only ever return good news, and none of them looked broken.

One. A refresh job reported one item refreshed successfully. I checked the field that records when the price was last written and it had not moved. The function underneath returns an ok status for a product that does not exist, and my counter incremented on ok rather than on a value having been written. So the counter measured whether the call returned, not whether anything happened. It had been reporting success for as long as it had existed.

Two. A scraper node was supposed to rotate its address after being blocked too often. It had rotated zero times in twelve hours. The block counter was fed in the general error path, but a captcha was caught by an earlier branch that returned before reaching it. So the one failure the entire mechanism existed for was the one failure it could not see. The node called itself healthy the whole time it was being turned away.

Three. My public status page showed a degraded service for weeks. The service was fine. Worker identity was keyed on hostname, and inside a container the hostname is the container id, so every restart registered a new machine while the old rows stayed forever, ageing and unhealthy. The status page was correctly reporting on machines that had not existed for weeks.

Last week I spent two days polishing an edge case in a settings panel maybe 2% of users would ever hit. Meanwhile my onboarding flow still has a broken redirect I've been ignoring for a month.

I think it's a comfort thing, polishing a small, contained feature feels productive and safe. Fixing the core flow means touching stuff that's scary to break, so it keeps getting pushed down the list.

Lately I've been trying a dumb gut-check before every commit: "would a user even notice if I stopped right here?" If the honest answer is no, I stop and move to something that actually blocks someone.

Curious how you all draw that line, is it a rule, a gut feeling, or do you just ship when you're sick of looking at it?

Over the past few months, I've been thinking about something that affects almost everyone who spends time online.

We have more access to information than at any point in history, yet finding something genuinely worth reading often feels harder than ever.

Every day, we're flooded with:

• Endless social feeds

• Newsletters

• AI-generated content

• Short-form videos

• Clickbait headlines

• Notifications