Extella is an agentic AI platform that self-evolves. It remembers what works and reuses it, so each task runs faster and cheaper. That memory lives in four layers: Rules adapt to you, Concepts build a knowledge base, Experts turn work into automations, and a KV store keeps your keys encrypted. Bring your own LLM, connect any tool (Slack, Notion, Gmail, GitHub), any GitHub library, ML model, or your own — all managed from a single workspace. By Day 30, it's a system only you have.
I'm Vlad, one of the co-founders of Extella. Timur and I started down this road back in 2014 with a goal that sounds almost too simple when you say it out loud: build a calculator that could solve any human problem.
It's not a chatbot, nor an assistant. It's a calculator in the most literal sense — you give it a problem, it gives you back a correct solution. Getting there meant three things had to work together. It had to be modular, so it could grow without limits and build new abilities out of small pieces instead of being rewritten every time. It had to actually evolve, so every problem it solved made it permanently smarter. And it needed real intelligence on top, so it could understand a problem before solving it, pick the right tools, and get better at its own thinking over time.
That took the better part of a decade. Patents, university pilots, a long list of dead ends (we even tinkered with FPGA chips at one point because the hardware just couldn't keep up).
For most of those years the tech wasn't ready for what we were trying to do.
When LLMs finally showed up, all the pieces we'd been quietly assembling just clicked into place. Now Extella is that calculator.
One thing I'll be straight about, because most launches won't: Extella isn't magic on day one. It needs a little time to learn how you work and what "good" looks like to you. The first week, you're mostly teaching it. Around month two it's saving you real hours. By month six it's doing things you forgot you ever showed it, and your cost per task keeps dropping as your Expert library carries more of the load. You bring your own models, local or cloud, and Extella routes each task to whichever one fits, by cost and accuracy. Most AI tools wow you on day one and bore you by day thirty — this one's the other way around. Quiet at first, then it compounds.
It took us ten years to build a platform that continuously self-evolves and adapts to each user individually. Try it now on macOS 13+, Windows 11+, or Linux.
P.S. check the last slides for Product Hunt Community Perks. We are giving away 50,000 credits and launching the Build Challenge with a one-time opportunity to win some unlimited features for life. Details in the slides. Sign up for the Build Challenge here: https://forms.gle/mtAauocmYzCcLnUW7
If you want to test Pro today – here's how it works:
1. Apply code PRO-PLAN to activate the plan first
2. After that, top up credits inside the app using code PHPROMO50 (first 50 users)
If you already have an Anthropic or OpenAI key, connect it instead of buying credits. Either works, but the Pro activation has to go first.
This is a great companion when you are on a cross between creativity and technology! I built some tools for my TTRPGs and automated script writing with this tool
I'm not a developer. Tried Cursor, tried Claude Code — both assumed I know what a terminal is. And I mean, sure, I can open it. I've opened it. But then it says something like "activate your virtual environment" and I just stare at the screen waiting for it to explain what sin I committed to deserve this. Every tutorial starts with "it's simple, just run..." and then lists six commands that somehow break my entire computer.
So I'd get this beautiful, confident AI explanation of exactly what to do, copy the commands, paste them, get a red error, paste the error back, get new commands, get a new error, and somewhere around the fourth loop realize I have no idea what I'm doing or why. And even when it worked — next session, gone. Nothing carried over. The AI remembered nothing, my machine had nothing, I had a folder full of scripts I was too scared to touch.
extella was the first thing that felt like it was built for someone like me. I described what I wanted. It figured out the rest — dependencies, how to run it, whether it should run once or keep running in the background. I didn't pick any of that. It picked it. And now I have these things called "experts" that just sit there and work. I click, it runs. No terminal. No environment. No "did you remember to install..." — it handles all of that silently before it even starts.
I don't fully understand what's happening under the hood and honestly that's the point. This is the first AI tool that treated my ignorance as a constraint to work around, not a problem I needed to fix before I was allowed to use it. Thanks!
Intereting. Just curious how this handles conflicts or inconsistencies when it starts learning across different workflows. Good luck!
Great app. I used it to build an AI layer on top of my bar’s CRM. It automatically calculates salaries and bonuses for employees, generates financial reports, monitors suspicious receipt deletions in the accounting system, assigns tasks to the manager, and tracks their deadlines. It also helps with purchasing orders and monitors the markup.
Wishing the team the best of luck!
I tried it and it's really impressive.
It took me some time to figure it out, but it works much better than Gemini for me.
I asked it to find an old autosave file that I had lost with specific changes in it, and it found it! I would have spent hours doing it myself. It seems that you can connect all your tools and file systems and use it as a personal operating system with memory.
I wonder if you are planning to make a mobile version, which would be more convenient) Good luck with ur launch!
I’m fine with the slow start if month two actually pays off. The routing piece is what I’d want to understand first: can I set a local-only policy for certain Experts, or does Extella decide between local and cloud models per task?
Congrats on the launch! This looks very promising. So does that mean that due to the architecture it basically.... doesn't forget anything? What if things get contradictory and/or confusing, how does the system handle it?
About Extella.AI on Product Hunt
“Agentic platform that evolves & builds reusable systems ”
Extella.AI launched on Product Hunt on June 4th, 2026 and earned 91 upvotes and 18 comments, placing #18 on the daily leaderboard. Extella is an agentic AI platform that self-evolves. It remembers what works and reuses it, so each task runs faster and cheaper. That memory lives in four layers: Rules adapt to you, Concepts build a knowledge base, Experts turn work into automations, and a KV store keeps your keys encrypted. Bring your own LLM, connect any tool (Slack, Notion, Gmail, GitHub), any GitHub library, ML model, or your own — all managed from a single workspace. By Day 30, it's a system only you have.
Extella.AI was featured in Productivity (653.8k followers), Artificial Intelligence (471k followers) and No-Code (5.7k followers) on Product Hunt. Together, these topics include over 244.1k products, making this a competitive space to launch in.
Who hunted Extella.AI?
Extella.AI was hunted by Vlad Polonskiy. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Extella.AI stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Vlad Polonskiy
Hi Product Hunt,
I'm Vlad, one of the co-founders of Extella. Timur and I started down this road back in 2014 with a goal that sounds almost too simple when you say it out loud: build a calculator that could solve any human problem.
It's not a chatbot, nor an assistant. It's a calculator in the most literal sense — you give it a problem, it gives you back a correct solution. Getting there meant three things had to work together. It had to be modular, so it could grow without limits and build new abilities out of small pieces instead of being rewritten every time. It had to actually evolve, so every problem it solved made it permanently smarter. And it needed real intelligence on top, so it could understand a problem before solving it, pick the right tools, and get better at its own thinking over time.
That took the better part of a decade. Patents, university pilots, a long list of dead ends (we even tinkered with FPGA chips at one point because the hardware just couldn't keep up).
For most of those years the tech wasn't ready for what we were trying to do.
When LLMs finally showed up, all the pieces we'd been quietly assembling just clicked into place. Now Extella is that calculator.
One thing I'll be straight about, because most launches won't: Extella isn't magic on day one. It needs a little time to learn how you work and what "good" looks like to you. The first week, you're mostly teaching it. Around month two it's saving you real hours. By month six it's doing things you forgot you ever showed it, and your cost per task keeps dropping as your Expert library carries more of the load. You bring your own models, local or cloud, and Extella routes each task to whichever one fits, by cost and accuracy. Most AI tools wow you on day one and bore you by day thirty — this one's the other way around. Quiet at first, then it compounds.
It took us ten years to build a platform that continuously self-evolves and adapts to each user individually. Try it now on macOS 13+, Windows 11+, or Linux.
P.S. check the last slides for Product Hunt Community Perks. We are giving away 50,000 credits and launching the Build Challenge with a one-time opportunity to win some unlimited features for life. Details in the slides.
Sign up for the Build Challenge here: https://forms.gle/mtAauocmYzCcLnUW7