What is OpenClaw and why I stopped just 'using AI'
March 12, 2026
Six months ago I was chatting with ChatGPT. At first it seemed like the future. Then it started lying to me using my own facts.
You tell it about your business, discuss numbers, make a decision - and a week later it gives you fiction based on your own data. Its memory doesn’t work the way I needed it to.
Then, in early February, I saw an Instagram reel about a revolution happening. Not somewhere in the future - right now. I started digging - and found OpenClaw.
What it actually is
OpenClaw is an open-source platform that turns AI models into real AI agents.
Not “asked - answered”. But agents that:
- Live in your Telegram, WhatsApp or Discord
- Remember everything - context, decisions, people, tasks
- Work 24/7, even while you sleep
- Independently check analytics, inventory, publish content
- Team - they work with each other
And most importantly - you can connect PostgreSQL with semantic search. The agent doesn’t just “remember recent messages” - it searches by meaning across all history. No more hallucinations about your own facts.
Everything runs on your computer. Your data stays with you
How I got here
I’m an entrepreneur from Kemerovo, Russia. Electronics, vape shops, equipment rental. I have tons of tasks that can be automated - not by hiring people, but with AI.
On YouTube I found Alexey Ulyanov - he shows in detail and in practice how everything works. And @denpleada showed how AI copilots actually work in business.
I thought: what if I build a whole team of agents for my tasks?
Honest about the journey
Bought a Claude Max subscription for $100. No turning back.
My advice: buy the subscription first, then set things up. When money’s on the line - motivation is completely different
First day I set everything up on my MacBook via terminal. With Gemini’s help, step by step. The whole day. And when it finally worked - I experienced real catharsis
But then - debugging. Constant. Proxies go down, subscriptions get blocked. One of the GPT agents got into a loop - sent me 50 identical messages in a row
Don’t spend big money on courses. Better to spend time understanding how things work. Then you actually know how to use it.
Speed
- From zero to 5 agents - 3 days
- After 7 days - content pipeline: MoySklad → images → Instagram, Telegram, VK
Yes, setup takes time right now. But I clearly see where this is going. It’s a new world
My 5 agents
Mo - COO Sales analytics, morning reports, task and deadline control
Izya - SMM manager Publishes content on Instagram, Telegram and VK
Molot - scout Monitors competitors, finds trends, gathers material
Leo - designer Generates visuals, covers, banners
House - system doctor Monitors health. If something breaks - he fixes it
They work as a team. Molot finds a topic → Izya writes the text → Leo creates the image → published across all platforms. At night. While I sleep
Why this channel
Many people fear AI. I believe it’s better to be in the front lines.
Here I share practice. What works, what doesn’t, what mistakes I’ve made. Real cases from real business.
No fluff. No overpriced courses. Just practice.
Stay - we’ll figure it out together
Useful resources
- Practice: Alexey Ulyanov - detailed videos on AI agents
- Business: @denpleada - AI copilots for business
- Inspiration: galsonproai • viva_la_vika
- Claude Max: claude.com/pricing - subscription from $100/mo
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