July 30, 20255 min read

From College Project to Production: Lessons from Shipping 3 Apps

Dhiraj Kumar

Dhiraj Kumar

Software Engineer & Full-Stack Developer

CareerFull-StackStartupLessons Learned

In college, a "finished" project means it runs on localhost during the demo. In production, it means 50 retailers depend on your uptime. Here's what three internships and three shipped products taught me that no classroom could.

Lesson 1: Error Handling Is Not Optional

In college projects, I'd write try-catch blocks as an afterthought. In production, a single unhandled promise rejection at 2 AM wakes up your phone. Every API call, every database query, every external service integration needs graceful error handling with meaningful messages and fallback behavior.

Lesson 2: Logging Saves Your Sanity

When a retailer calls saying "orders aren't going through," you need to know exactly what happened. Structured logging with request IDs, user context, and timestamps is not optional. I use Winston with correlation IDs passed through every middleware layer.

Lesson 3: The Database Is Always the Bottleneck

I learned this the hard way when a simple aggregation query on 50,000 orders took 8 seconds. Indexes, query optimization, and caching are not advanced topics — they're fundamentals you need from day one. MongoDB explain() became my best friend.

Lesson 4: Users Will Break Your App in Ways You Can't Imagine

One retailer uploaded a 50MB image as a product photo. Another entered emojis in the SKU field. Edge cases aren't edge cases when you have real users — they're Tuesday. Input validation, file size limits, and sanitization need to be comprehensive, not just "good enough."

Lesson 5: Deployment Is Not the End — It's the Beginning

Shipping v1.0 is when the real work starts. Monitoring (I use a simple health-check endpoint pinged by UptimeRobot), backups (automated MongoDB Atlas snapshots), and a rollback plan are not luxuries. They're the minimum viable infrastructure for any app with paying users.

What I'd Do Differently

  • Start with a proper CI/CD pipeline from day one, even for solo projects
  • Write integration tests for critical paths (auth, payments, order flow)
  • Use TypeScript from the start — it catches bugs that would take hours to debug in production
  • Document the deployment process — your future self will thank you at 3 AM
  • Build a staging environment that mirrors production exactly
Dhiraj Kumar

Dhiraj Kumar

Dhiraj Kumar is a software engineer and full-stack developer interested in modern web technologies, artificial intelligence, automation, and agentic systems. Through his portfolio and technical writing, he explores practical approaches to building reliable software and AI-powered applications.

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