Everyone perceives entrepreneurship completely differently, and the weight of certain challenges varies from case to case. You always see things differently depending on the stage of life and business you're in, because your position is different each time.

• When I was a teenager my biggest problem was "What will people think of me when I will start doing this?"

• In my early twenties my biggest problem was "What if I can't figure out accounting, taxes, legal stuff?"

• Now I have a different problem how do I scale something?

AI is incredibly good, I d even say almost perfect.

And for many people, that uniformity of perfect templates is starting to feel annoying.

Curious if this is just me or other devs face it too. I use Jira and GitHub MCPs inside claude code to fetch my tickets and complete them as autonomously as possible.

But it always keeps messing up finding the correct repos, branching properly or delivering a PR without CI failing. And I end up repeating instructions and copy-pasting CI errors and asking to fix it. I tracked this and I spent on avg 75mins a day repeating context and instructions.

Anyone also facing this or found a way around it?

I ve noticed I m becoming much more careful with annual plans, especially when it comes to new AI tools.

The discount might be good, but the question in my head is no longer only, Will I still use this a year from now?

There are a lot of products being hunted, launched, and competing for attention here.

But I still see some makers missing the very basics.

Besides making sure your discussion follows the community guidelines, you can approach Product Hunt discussions more strategically and use them to increase your visibility for your personal brand and your product.

A lot of people struggle with their discussions being rejected.
This usually happens to accounts that don t have much interaction history yet.

If I wanted to become more active in Product Hunt discussions, I would try the following:

Since I haven't been able to meet my work goals very well in the last few quarters, I now plan to approach them more systematically and not push myself too hard on work goals, as that ultimately led to problems that made my plan less sustainable.

So here is my structure and list:

We run 10+ image models plus Veo 3.1 and Seedance 2.0 behind one studio. Until recently every generation record stored the prompt and the output file and nothing about which model produced it. When there was one model that was fine.

With a router it means every quality complaint ends in a shrug. Someone says the face drifted between the image and the video, and I can't tell them whether that was the model, the seed or the upscale step, and I can't reproduce it either because the router might pick differently next time. So the report goes in a doc and dies there.

Writing model, version and the reason the router picked it onto every output has done more for quality than any prompt work we did this year. Not because the models got better. Because complaints stopped being about the product in general and started being about one model in one situation, which is a thing you can actually fix.

The open question for me is whether users should see it. I want to show the model on every output. My cofounder thinks it just gives people something to argue about and moves the conversation off the work. If you route across models, do you expose that or keep it internal?

I don t want to rant here (but I probably will a bit)...

Almost every ad visual, but also a lot of organic content on social media, is very generic and created by AI (I get it, it s a cheaper and more scalable way of promoting). But when everyone does it, it becomes really hard to stand out and differentiate yourself.