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built my product around traditional SaaS pricing (monthly tiers), but I m starting to wonder if that model is getting outdated, especially with more AI-powered and compute-heavy tools entering the market.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:
Hi everyone , Mark here. I created an account a few months ago, but this is my first post.
Quick question: if I m looking for beta users right now, is Product Hunt a good place to start? How do makers usually promote a product here do you start with a pre-launch page, or only post on launch day? And what actually works (without feeling spammy)?
Any tips or examples would be super appreciated. Thanks!
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.
We recently discussed the changes that took place on the platform in 2025, so it s clear that the approach to Product Hunt will need to evolve as well.
Some features were removed, others were added, but there are still opportunities to gain visibility.
For me, productivity means getting (more) results faster in less time. My goals for 2026 are closely linked to the fact that I want to learn a lot of things, which will require a lot of concentration.
Therefore, I think that a large part of what I want to gain will be ensured by:
Emotions are a fundamental part of being human, and anger is often the hardest one to manage.
Have you ever been yelled at simply because someone else couldn t control their emotions? In those moments, how do we usually respond? I choose silence not because I m weak or defeated, but because I understand that they are projecting their emotions onto me. Many problems could be resolved if we learned how to regulate anger more mindfully.
We re currently building a new capability in SuperIntern: turning real meeting conversations into MCP-powered automation.
The idea is simple: SuperIntern listens to the meeting, understands what people say, and then uses Model Context Protocol (MCP) to orchestrate other tools and agents.
There are tons of stories about founders launching SaaS products without an existing audience. No Twitter following, no newsletter, no community, nothing. Yet some still manage to get early traction and even hit real MRR.
If you have started from zero, I would love to hear:
How you got your first users
What channels brought the earliest traction
Whether cold outreach works or not
If content played a role or if you focused mainly on building
What you would do differently if you had to start again
The AI researchers at Andon Labs, the people who gave Anthropic Claude an office vending machine to run, and hilarity ensued, have published the results of a new AI experiment.
They wanted to see if LLMs were technically capable of functioning as a robot s brain, that is, connecting their thinking (textual decision-making) with real sensors and movement.
Have you used Poke? Leave your thoughts in the comment or share other AI Assistants you've used!
What is Poke?
Poke.com is a proactive AI assistant that automates your digital life with smart integrations and real-world utility. It s like Claude via iMessage or WhatsApp that doesn t always need a user prompt to message you.
Can an AI Assistant Finally Deliver on Its Promise?
I have been a Product Hunt user for 5 years now, and it's been amazing to see how much the platform has evolved.
That said, I sometimes feel the absence of AI-native features. Things like smart filtering of fake profiles during the signup stage, automated link health checks on launch pages, or even an AI-driven support assistant (remember the old chat widget?).
I ve been using ExploitAlarm for about half an hour and I really like the simple UI and its practical use. The only issue I ran into is that I m not sure whether I can receive real-time email alerts when a CVE is published for a product.
If this feature already exists on the products page, and I need to click the subscribe (bell) button, I don t get any confirmation on screen or by email to reassure me that alerts are activated.
I keep seeing advice like use this model for the easy stuff and that one for complex problems. But it makes me wonder what really counts as a complex problem for an LLM?
For us, complex usually means lots of steps, deep reasoning, or tricky knowledge. But for AI, the definition might be different. Some things that feel easy for us can be surprisingly hard for models, while things that seem tough for us (like scanning huge datasets quickly) might be trivial for them.
Have you used Poke? Leave your thoughts in the comment or share other AI Assistants you've used!
What is Poke?
Poke.com is a proactive AI assistant that automates your digital life with smart integrations and real-world utility. It s like Claude via iMessage or WhatsApp that doesn t always need a user prompt to message you.
Can an AI Assistant Finally Deliver on Its Promise?
Hey Hunters & Builders! We've been building and evolving a simple but powerful workspace platform to manage knowledge and power AI agents. Over the course of the next few weeks, we'll be announcing big updates to further position Portals to be a place where users and AI collaborate to do complex tasks. This includes both user-facing and internal tasks across roles like sales, marketing, product, and support. This is accomplished with a robust, no-code agent building process that's simpler than anything on the market.
Please stay tuned for updates through email and our website!
We launched Ting a few weeks ago and I ve had a lot of people ask how we got noticed + grew the waitlist.
I wanted to share some of that here, but also zoom out into how we re thinking about building and growing at the same time - so I wrote a longer piece about it.
