We re officially in nominees season for the Orbit Awards: AI Workflow Automation.

New AI models pop up every week. Some developer tools like @Cursor, @Zed, and @Kilo Code let you choose between different models, while more opinionated products like @Amp and @Tonkotsu default to 1 model.

Curious what the community recommends for coding tasks? Any preferences?

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:

Hey everyone,

I've built my product around traditional SaaS pricing (monthly tiers), but I m starting to wonder if that model is getting outdated, especially with more AI-powered and compute-heavy tools entering the market.
That shift requires real architectural changes, instrumentation, metering, billing logic, and UI changes, not just pricing tweaks. It s something I m starting to seriously think about for my own product.

In particular, AI usage has real COGs (every prompt costs money), and I m seeing more platforms experimenting with usage-based models, or hybrids like SaaS base + usage + overage.

For those of you building AI or compute-intensive tools:

This short demo shows how Mnexium works as a memory and context layer for AI apps.

Mnexium sits between your app and the LLM to provide:

• Persistent memory across sessions

• Inspectable & resumable chat history

• Structured user profiles and long-term context

• Automatic recall and injection no prompt juggling

The goal is simple: AI apps that remember users, stay consistent, and feel stateful by default.

Learning to code or learning how to use AI is important, but what matters even more is learning how to solve problems we haven t even discovered yet.

Recently, I read an article featuring Nvidia CEO Jensen Huang, where he said:
Nothing would give me more joy than if none of our engineers were coding at all, and they were just purely solving undiscovered problems.

1. A 3-year search for a simple tool to track both personal and business finances in one place. Nothing fits.

2. Website owners constantly need minor edits in the admin panel. They are forced to pay specialists for 5-minute tasks. We need an AI agent that does this on command in the browser.

3. An indie hacker spends 20-30 hours manually cold launching each new product in directories, Reddit, and blogs. There is no tool that fully automates this and proves its effectiveness.

4. A freelancer often loses in proposal competitions due to the inability to quickly create personalized and visual website concepts for each job order.

5. A Telegram channel owner is losing their audience without understanding the reasons for unsubscriptions. There is no simple tool for automatically collecting feedback from departed subscribers.

First of all, I want to thank you for voting for us in yesterday's launch - you still can, the week is not over. HERE

Second thing, I summarised some things that I realised, reflected on, and maybe should have known sooner:

We re usually very good at creating to-do lists for work.
But what about everything outside of work?

I ve started turning my personal habits into a checklist to build discipline and make these habits non-negotiable over time.

Here s mine:

This is something I ll find out in just a short while, one week from now (Jan 28), as I m about to re-launch a digital detox app. If you want, follow, maybe you will be on watch of my steps and activities

However, that s not the main point of this post.

Thanks @morajabi for the LED code! Now, when you press Capslock, the LED will also toggle on and off.

It's a really brittle implementation right now and can easily de-sync. It assumes that you start muted and then, when you press Caps Lock, you un-mute. To switch the toggle, simply double tap Caps Lock.

I could imagine building out a series of checks to try and sync up Caps Lock, the Caps Lock LED with mute function. First, I wanted to ship a really simple version to see what it feels like. Try out the new app and let me know if the LED is an improvement!

The greatest invention of our time the smartphone has also become one of the biggest consumers of our energy and attention.

Being focused is now an art.

A tagline is the first piece of content a user will see about your product on the leaderboard. It's so important that you get it right. You should be able to get a really solid idea of what your product is just by reading a handful of words.

In the spirit of forever optimising our taglines, I wanted to do a little experiment:

I came to exactly the same conclusion that real startup ideas often come from simple and boring problems. From my own experience: I spent three years on a startup that was supposed to revolutionize online education, but in the end it had 0 users. Now I ve just started solving a simple problem for home appliance repair technicians and immediately got my first paying users on a very rough MVP.

Yesterday, I had an unpleasant experience. For a few minutes, I lost my LinkedIn community of several thousand people (TL;DR: I was falsely accused of using suspicious software).

Fortunately, I got my account back but it was a strong reminder that we don t own platforms, nor our profiles on them.

News in the tech world gets old quickly. It's no longer relevant in 10 minutes.

What helps you quickly navigate the world of AI?

I caught the latest news about AI from:

Many people were looking for an answer in one category, namely, Forums Streaks.

This metric by itself only tells you that people log in to the app.

It s almost here for me. In three days, I ll be relaunching a major update for the app I have been collaborating with, and I ve set clear boundaries for myself about what I will and won t do before the launch. I guess these are some general, unwritten rules I try to follow

Definitely DON T:

• Accept offers from charlatans promising votes or engagement for money

• Send unsolicited messages begging for votes or support

• Spam other people s posts with launch announcements

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:

Hi Noodlers!

Big week . Here's what happened!

Your Halo is here

We shipped it. Halo is your AI assistant, embedded directly on your website. Customers ask questions. Halo answers. They book appointments. Halo handles it. One script tag, 5 minutes, done.

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.

To work more efficiently and productively, we usually create some familiar patterns (habits) that shorten our time doing tasks (saving time and energy). This is also indirectly related to tools that make the work process easier.

What does your workday look like + tech tools without which you would not be productive?

Today marks my 1 0 0 0 day streak in on product hunt - wow does time fly

The last 2.7 years have been insane From discovering awesome products (built by SF legends) to actually launching 2 products myself and winning 2x product of the month awards a golden kitty with @Clustr and now being nominated for an orbit award with @Trace feels unreal. Not only did my team go through the ups and downs, but we persevered and survived two top tier accelerators with @500 Startups & @Y Combinator - gotta catch them all

Over the past few days, I ve been trying to understand what helped the most successful launches stand out.

In general, here s what I noticed they tend to share:

• Their Product Hunt page had at least 500 followers.

• The product was in overall good condition (I mean, already had some level of reputation, really good marketing).

• Many were hunted by well-established, well-known hunters on the platform.

• Every comment received a response.

• The visuals were strong there was almost always a video or demo featured at the beginning of the carousel.

This community helped turn a scrappy weekend project into something used by 25,000+ people from all around the world. So it felt right to share this here first:

On Jan 31, we are launching Pretty Prompt 1.0 right here on Product Hunt.