1Business

Inspiration

I once heard Sam Altman say, "There's going to be a one person entrepreneur who builds a billion dollar company." That idea stuck with me. I was thinking how a person can actually handle the entire of a business almost every day. So i had know that its only possible with agentic OS, but how to engineering it actually let me though a lot. I thought it should be a team AI agent that handle the business that how a team of human handle. It should plan work, delegate it, execute it, and only involve the founder when a real decision needs to be made. So from there a person with a team of agents can run and grow to a 1 billion dolor come true.

That's how 1Business started.

1 Person. 1 Business. 1 Billion.

What I Learned

The biggest thing I learned is that one AI agent is not enough. Running a business requires different roles with clear responsibilities. I built a system where one agent plans the work and specialist agents handle Sales, Marketing, Finance, Support, and other areas.

I also learned that good prompt design matters more than constantly changing models. Giving every agent clear rules, responsibilities, and the right context made them much more reliable.

How I Built It

The frontend is built with React, Vite, Tailwind, and shadcn. The backend runs on Supabase Edge Functions.

Each agent is defined by two Markdown files that describe its personality and responsibilities. A CORE agent acts like a chief of staff. It plans the work and delegates it, but never executes tasks itself. Specialist agents complete the work using shared skills like sending emails, updating records, searching knowledge, and working with services such as Gmail, Stripe, and HubSpot. New capabilities can be added without changing the core system.

Challenges I Faced

The hardest part wasn't getting one agent to work. It was getting many agents to work together acually.

The biggest challenge was delegation. CORE had to break requests into the right tasks, send them to the right specialists, and avoid agents passing work back and forth forever.

The second challenge was approvals. Some actions should always require a human decision, like sending invoices, signing contracts, or spending money. I built an approval system where founders approve one specific action instead of trusting an agent with unlimited permissions.

Getting delegation and approvals right is what made 1Business feel less like a demo and more like a real AI business.

Built With

• anthropic
• openai
• rag
• react
• shadcn/ui
• supabase
• tailwind
• typescript
• vite