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Building a scalable API: lessons from real projects

Discover practical patterns for building better APIs, backed by real project experience. From clean endpoints to error handling, learn the essentials that will help your API scale smoothly.

Nat Elkins
Computer Program Code on a Screen

After building APIs for dozens of growing businesses, we've learned what works and what doesn't. Here's a practical guide to creating APIs that can grow with your business.

The foundation: clean endpoints

Your API endpoints should be intuitive and consistent. Here's an example of a well-structured endpoint:

// Good Example
app.get('/api/v1/users/:id', async (req, res) => {
  try {
    const user = await User.findById(req.params.id)
    if (!user) {
      return res.status(404).json({
        success: false,
        message: 'User not found'
      })
    }
    res.json({
      success: true,
      data: user
    })
  } catch (error) {
    res.status(500).json({
      success: false,
      message: 'Internal server error'
    })
  }
})

Error handling that makes sense

Always return clear error messages. Here's our standard error response structure:

interface ErrorResponse {
success: boolean;
message: string;
errorCode?: string;
details?: {
field?: string;
issue?: string;
}[];
}

// Example usage
const handleError = (error: Error): ErrorResponse => {
return {
success: false,
message: 'Invalid input data',
errorCode: 'VALIDATION_ERROR',
details: [
{
field: 'email',
issue: 'Must be a valid email address'
}
]
}
}

Key lessons

  1. Version your API
    • Always include version in URL path
    • Maintain backwards compatibility
    • Communicate changes clearly
  2. Cache smartly
    • Use Redis for frequently accessed data
    • Implement proper cache invalidation
    • Monitor cache hit rates
  3. Monitor performance
    • Track response times
    • Monitor error rates
    • Set up alerts for anomalies

Real-world impact

"After implementing these patterns, our API response time improved by 60% and error rates dropped to less than 1%."

- Nat, NELKNET Founder

Quick start tips

Want to build better APIs? Start with these basics:

  • Use clear naming for your endpoints
  • Handle errors gracefully
  • Add proper documentation
  • Test thoroughly before deployment

Got a project in mind?

Tell us about your project. We'll get back to you within 24 hours to set up a call where we can discuss your needs in detail.