The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Instead of having one AI that tries to do everything, I've built a Parent AI Agent that intelligently delegates work to specialized AI agents.
Imagine messaging a single AI assistant on Telegram. You ask it to schedule meetings, send emails, manage contacts, or even create content. Behind the scenes, it doesn't use one massive prompt. Instead, it intelligently routes your request to specialized AI agents, each designed for one specific job.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
Built this AI agent to find, organize, and manage leads through Gmail, helping automate lead handling and outreach.
n8n is absolute gold for orchestrating lead pipelines like this! Connecting Gmail parsing with LLM qualification saves teams dozens of hours weekly. As someone who builds custom agentic lead automation workflows, seeing clean visual architectures like this is super satisfying. Top-tier build, Talha!.
Building a 4-role real-time SaaS taught me one uncomfortable lesson: the hard part was never the code.
I've been building RestaurantOS — one platform connecting Owner, Kitchen, Waiter, and Cashier in a single live workflow (Table → Order → Kitchen → Serve → Billing → Reports).
The tech stack was the easy part. The real challenge: keeping 4 different roles in sync in real time without any of them stepping on each other's data — a waiter updating a table while the kitchen marks an item ready while the cashier is mid-billing.
That forced decisions most tutorials never cover:
⚡ How much state should live client-side vs. source-of-truth server-side
⚡ What "real-time" actually needs to mean per role (a kitchen screen needs sub-second updates, a report dashboard doesn't)
⚡ Designing failure states — what happens when the waiter's app loses connection mid-order
Currently redesigning the UI/UX layer too (motion, better visual hierarchy) while keeping this real-time core intact.
If you've built multi-role or real-time systems — curious what broke first for you. And if you're a founder who needs something like this built, my DMs are open.
the role based flow is easy to follow. what part was hardest to keep real time?
An Experimental AI Ad Concept
Elegant ✌️