shadcodes

February 23, 2026

How multi-agent system really works!!

Well generally AI has completely taken over all of our mandane tasks from your homework to customer service/happiness agents which are completely autonomously run by AI.

This is quit a facinating but also daunting time for us because as it can do our mandane task it can also do other cool stuff like writing a whole full-stack application from scratch without breaking a sweat.COOL!!

Anyways , Let’s just get the basics right

so what’s an Agent, generally speaking it a person/system which gets a specific job done , just like if you want to assign a person to get yourself grocery (well you have to pay for it) he/she will get it done. Similarly we have an AI agent that works for you on your behave for a specific task, like answering to all your unread mails.

Now things will get slightly interesting

Consider you want to create a simple business website and generally you need two professionals the first being ui/ux designer and the web developer who actually builds the site.

Now you need two agents who can do the heavy-lifting just like a normal team of two does.

Multi-agent website creating system

The approach to the problem is pretty naive than it looks , lets get it step by step.

Step 1: You prompt any communication service which i.e Telegram , whatsapp , wechat etc.

step 2: There’s a AI Bot which might be created by you or a general AI bot which interprets you prompt and refines it to feed it to the ui agent

step 3: the ui agent will generate a comprehensive ui design ( it might talk to several mcp servers like figma) to research on as many ui design possible specific to the niche.

step 4: the developer agent takes the ui design from the ui agent and starts to develop it according to the ui design with any language/framework (unless you dont guide it to).

step 5: the developer agent reaches out the telegram bot with the end product.

step 6: the telegram product will give you the source code to the run the website with easy to run instruction which requires zero to little knowledge about the field itself.

Isn’t that awesome!!!