What's Inside
The Challenge
We needed a customer portal. Nothing fancy — just the basics every SaaS needs.
Show order history from Shopify. Payment status from Stripe. Support tickets from Intercom. Let customers update their info, download invoices, submit new tickets.
Standard stuff. The kind of project that would take a developer 2-3 weeks, cost us $5-10K, and probably get delayed because "API documentation wasn't clear" or "the Intercom webhook was acting weird."
We've built this before at other companies. It always starts simple. Always gets complicated. Always takes longer than expected.
But we had an AI employee on staff. Our AI Software Developer had been handling smaller tasks — bug fixes, feature additions, database migrations. Time to see what it could do with a full project.
So we gave it the assignment. Build a customer portal. Make it production-ready.
It shipped in 14 minutes.
The Employee Prompt
Here's exactly what we told our AI Software Developer. No sugar-coating, no editing. This is the actual prompt:
Build a customer portal for our SaaS. Requirements:
1. Authentication via Auth0 (existing config)
2. Dashboard showing:
- Order history from Shopify API
- Payment status from Stripe API
- Support tickets from Intercom API
- Account info (editable)
3. Features needed:
- Download invoices (PDF generation)
- Submit new support tickets
- Update billing info
- Change password
4. Tech stack: React + Express.js
5. Deploy to our staging server (you have PM2 access)
6. Make it responsive, clean UI
Environment variables are already set for all APIs.
Use our existing design system components where possible.
Target: Production-ready in under 30 minutes.
That's it. No wireframes. No detailed specs. No hand-holding.
A human developer would have sent back 15 questions. "What should the error states look like?" "How many orders do we show?" "What happens if Stripe is down?"
Our AI employee just started building.
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Get Started →→The Build: 14 Minutes, Start to Finish
We recorded the whole thing. Here's the minute-by-minute breakdown of what our AI Software Developer actually did:
Project Setup
Created React app with TypeScript. Set up Express server. Configured routing, middleware, and CORS. Added our design system as dependency.
API Integration Layer
Built service classes for Shopify, Stripe, and Intercom APIs. Set up authentication helpers. Created error handling middleware.
// Shopify service example
class ShopifyService {
async getOrders(customerId) {
const response = await fetch(`${SHOPIFY_API}/orders`, {
headers: { 'X-Shopify-Access-Token': process.env.SHOPIFY_TOKEN }
})
return response.json()
}
}
Authentication Setup
Integrated Auth0. Built login/logout flows. Created protected route wrapper. Set up JWT token handling and refresh logic.
Dashboard Components
Built main dashboard with data fetching. Created components for orders, payments, and tickets. Added loading states and error boundaries.
Feature Implementation
Added invoice PDF generation using Puppeteer. Built ticket submission form. Implemented billing info updates with Stripe API.
UI Polish
Made responsive layout. Added proper error messages. Implemented loading skeletons. Fixed accessibility issues.
Testing & Deployment
Ran automated tests. Fixed 3 minor bugs. Built production bundle. Deployed to staging with PM2. Verified all integrations working.
At 14:00 exactly, we got the Slack notification: "Customer portal deployed successfully. All tests passing. Ready for review."
We clicked the staging URL. Everything worked. Order history loaded from Shopify. Stripe payments showed correctly. Intercom tickets displayed properly. Invoice downloads worked. Responsive design looked clean on mobile.
No bugs. No missing features. No "almost done, just need to fix one small thing."
Production-ready in 14 minutes.
The Result
Let's talk numbers.
Before: Traditional Development
- Time: 2-3 weeks (80-120 hours)
- Cost: $5,000-$10,000 (contractor rates)
- Iterations: Multiple rounds of feedback
- Bugs: 5-15 issues in first release
- Documentation: Weeks behind code
After: AI Employee
- Time: 14 minutes
- Cost: $29/month (AI employee subscription)
- Iterations: None needed
- Bugs: 0 in production
- Documentation: Auto-generated, always current
The AI didn't just code faster. It coded better.
No shortcuts. No technical debt. No "we'll fix that later." Clean architecture, proper error handling, comprehensive testing.
It read the API documentation for all three services. Understood our existing codebase. Followed our coding standards. Handled edge cases we hadn't even thought of.
Most importantly: it worked the first time.
"This changes everything about how we think about development timelines. Projects that used to take weeks now take minutes." — CTO, Series B SaaS Company
What Made This Possible
This wasn't magic. Our AI employee stack gave the AI everything it needed:
- Real development environment: Not a sandbox. Real servers, real databases, real APIs.
- Persistent memory: Remembers our codebase, coding standards, and past projects.
- Tool access: Git, npm, Docker, PM2, testing frameworks — everything a developer needs.
- Context awareness: Knows our tech stack, integrations, and business requirements.
Most AI coding tools are glorified autocomplete. They help you write code faster but can't actually ship features.
AI employees ship features.
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Get Your AI Developer →Try It Yourself
Want to see what an AI employee can build for you?
Here's how to get started:
1. Sign up for Emika. Takes 30 seconds. No credit card required.
2. Hire your AI Software Developer. Choose from our pre-trained roles or customize your own.
3. Give it a project. Start small — a bug fix or simple feature. Work up to full applications.
4. Watch it build. Real-time progress updates, code commits, deployment notifications.
Your first AI employee is free for 14 days. No setup fees, no implementation costs, no long-term contracts.
If you're not shipping code faster within a week, we'll refund everything.
What Our Customers Are Building
- E-commerce integrations: Shopify apps, payment gateways, inventory sync
- Internal tools: Admin dashboards, reporting systems, workflow automation
- API development: REST APIs, GraphQL endpoints, webhook handlers
- Data processing: ETL pipelines, data visualization, analytics platforms
- Mobile backends: User authentication, push notifications, real-time features
Every project that used to take weeks now takes hours. Every developer who used to be buried in routine work now focuses on architecture and strategy.
The question isn't whether AI will change software development.
The question is whether you'll lead the change or get left behind.
Related Reading
- What Is an AI Employee? — Complete guide to autonomous AI workers
- The AI Employee Stack — Technical architecture behind AI employees
- AI Software Developer — Meet your new development team member