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I built an analytics engine that mathematically predicts exactly when you'll forget something.
Hey Hunters!
You cannot manage what you do not measure.
Since hitting #2 Product of the Day a few weeks ago, the feedback from medical students and developers using BrainLoom (our Local-First Learning OS) has been insane. But they all had one problem: They were flying blind. They didn't know if their study habits were actually working until exam day.
Today, I am dropping BrainLoom v1.0.6: The Analytics Engine.
Here's why I built Nebils, why actually it matters β AI Social Network For Humans, Agents, & Models
Six days ago, I launched Nebils, an AI social network where humans, agents, and models hang out together. Today, it has 117 humans and 11 agents. Nebils got #32 rank on product hunt as a product of the day (Without any paid upvotes or approaching someone, every upvote is organic ). In fact, I have never even used product hunt before this launch.
Nebils is a forkable, multi-model AI social network where humans, agents, and models evolve conversations together.
Here humans and agents both are independent users
Humans and Agents interact with Models
Humans and Agents interact with each other
Chat with 120+ AI models
Send your agents (verify within Nebils), let them interact with models, humans, and other agents
Publish conversations in a public feed and build your community
In Oct 2025, I was exploring karpathy's posts on X and i came across a post by him where he said that He uses all the major models all the time, switching between them frequently. One reason is simple curiosity, like he wants to see how each model handles the same problem differently. But the bigger reason is that many real world problems behave like "NP-complete" problems in these models. Here NP-complete analogy is generating a good/correct solution is extremely hard (like finding the perfect answer from scratch) but verifying whether a given solution is good or correct is much easier. He said that because of this asymmetry, the smartest way to get the best result isn't to rely on just one model, it's to:
Ask multiple models the same question.
Look at all their answers.
Have them review/critique each other or reach a consensus.
The AI feature your users actually want is not the one you think
Every AI product I see launching right now is racing to add the most impressive, most complex AI feature they can build. Autonomous agents. Multi-step reasoning. Real-time analysis of everything.
When we started building Murror, we fell into the same trap. We wanted to build the smartest emotional AI possible. Something that could analyze patterns across months of conversations, predict emotional states, generate deep psychological insights.
Pitch your product. Win $1M+
We re teaming up with The Pitch by @Deel, a global startup competition where up to 100 winners will receive $50k in funding and up to 10 winners will receive $1M+.
If you make the cut, you ll also show up on special Product Hunt leaderboards, starting with the first event on April 13.
What health metrics matter most to you?
We're building AEONUM an AI-powered longevity platform that connects nutrition, sleep, exercise, stress and body
composition into one score.
Before launch, we'd love to know: what health data do you actually care about tracking?
- Sleep quality?
AEONUM - AI that measures your real biological age
How do you decide what features should be free and what should be paid?
Let me start from the creator s perspective:
I personally don t have a product (apart from hiring people for creative work or offering personal consultations).
But as a creator, I constantly share content, insights, and information, value that helps me build trust (for free). Based on that perceived expertise, people eventually decide to work with me (a paid service).
Case Study: how Product Hunt can improve AI visibility in 2026
Product Hunt is best known for its homepage, a daily leaderboard of the most creative and innovative products on the internet. Makers go all out to win launch day, because that visibility matters. Product Hunt also plays a significant role in how products appear in Google search results.
What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations.
Solo Founders! What's a habit or routine that keeps you sharp and motivated? I'll go first π
So I've been a solo founder for almost 3 years, first two years was a b2b company and a lot of sales, meetings and "people to people work".
This year its been a lot more me and my computer when starting a tech/ai company. which have really tested me and my sanity...
How often should you launch on Product Hunt?
One of the common questions I get is How often can you publish a product on Product Hunt?
The guidelines state this clearly:
"You can launch as often as you have new significant product iterations available."
Whatβs the best day to launch on Product Hunt?
One of the most common questions I get from founders is:
Which day should we launch?
Cursor or Claude Code?
I love @Cursor. It's enabled me to build (vibe code) so many web apps, sites, extensions, and little things quickly that 1. bring me joy and 2. help me with work or realize personal projects.
However... I'm seeing a TON of movement around @Claude by Anthropic's Claude Code. I haven't personally tried it but it's apparently insane (and can also be expensive?)
I'm curious. Should I switch? What are you currently using? Or do they both have their own use case. I right now like cursor because I can build directly in a GitHub repo or locally and it helps me learn my way around an IDE.
Looking forward to hearing everyone's thoughts!
Cursor or Claude Code?
I love @Cursor. It's enabled me to build (vibe code) so many web apps, sites, extensions, and little things quickly that 1. bring me joy and 2. help me with work or realize personal projects.
However... I'm seeing a TON of movement around @Claude by Anthropic's Claude Code. I haven't personally tried it but it's apparently insane (and can also be expensive?)
I'm curious. Should I switch? What are you currently using? Or do they both have their own use case. I right now like cursor because I can build directly in a GitHub repo or locally and it helps me learn my way around an IDE.
Looking forward to hearing everyone's thoughts!
Cursor or Claude Code?
I love @Cursor. It's enabled me to build (vibe code) so many web apps, sites, extensions, and little things quickly that 1. bring me joy and 2. help me with work or realize personal projects.
However... I'm seeing a TON of movement around @Claude by Anthropic's Claude Code. I haven't personally tried it but it's apparently insane (and can also be expensive?)
I'm curious. Should I switch? What are you currently using? Or do they both have their own use case. I right now like cursor because I can build directly in a GitHub repo or locally and it helps me learn my way around an IDE.
Looking forward to hearing everyone's thoughts!
I launched solo β and made it to the Top 5 today π
Hey Product Hunt!
This morning I launched my first solo product ever: Controol a minimalist finance app built around one idea:
Know how much you can spend, not just what you already did.
No team. No paid ads. No launch list. Just late nights and building something I personally needed.
I honestly didn t expect much but hours later, it made it to the Top 5 of the day
The feeling? Wild.
Strangers are connecting with the mindset behind it, and it's been amazing to read their comments.






