AI for Business: Agents That Build Themselves (2026)
Danila Katalshov, technical lead at MWS AI, created a meta-agent: a system in which AI automatically designs and assembles other AI agents from a user's description. The project won a contest and is being built into the MWS AI Agents Platform, so anyone can create complex multi-agent systems without programming skills.
AI-processed from Habr AI; edited by Hamidun News
The MWS AI meta-agent, developed by Danila Katalshov to automate business processes, is a system in which AI designs and assembles other AI agents on its own, working from a user's text description.
How does a neural network assemble AI agents?
From the user's text description, the system designs the architecture and assembles the agent, choosing components and configuring the connections between them.
Do you need to write code?
No. Instead of writing Python/JavaScript code, users drag blocks in a visual builder and choose language models.
Can you create an AI agent without writing code?
Yes. In the MWS AI Agents Platform, you can drag blocks in a visual builder instead of writing code in Python or JavaScript.
What is a meta-agent in MWS AI?
It is a system in which AI acts as the architect and automatically assembles other AI agents from a user's text description.
How did MWS AI simplify building AI agents?
The meta-agent lets AI design and assemble other AI agents on its own from a user's text description. The MWS AI Agents Platform is a low-code solution: instead of Python or JavaScript, the user drags blocks in a visual builder.
Who created the MWS AI meta-agent?
Danila Katalshov, technical lead of the prompt-engineering team at MWS AI. The project won a contest and is built into the MWS AI Agents Platform.
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Key Questions Answered
How does a neural network assemble AI agents?
From the user's text description, the system designs the architecture and assembles the agent, choosing components and configuring the connections between them.
Do you need to write code?
No. Instead of writing Python/JavaScript code, users drag blocks in a visual builder and choose language models.
Can you create an AI agent without writing code?
Yes. In the MWS AI Agents Platform, you can drag blocks in a visual builder instead of writing code in Python or JavaScript.
What is a meta-agent in MWS AI?
It is a system in which AI acts as the architect and automatically assembles other AI agents from a user's text description.
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