How I Turned Coin Collecting Into a $10K/Month Freelance Development Side Hustle
November 29, 2025How Version Control in Your CI/CD Pipeline Can Reduce Compute Costs by 30%
November 29, 2025Building a SaaS product feels like restoring a vintage car while racing it. Let me show you how embracing constant iteration turned our development process from chaotic to strategic – and how you can apply these lessons to your product.
Building Your Product Like a Rare Coin Collection
When we launched our developer analytics platform, I made a rookie mistake: treating our MVP like a finished product rather than the first piece in an evolving collection. Here’s what changed when we started thinking like numismatists…
Setting Your Quality Standards
Coin collectors never compromise on quality, and neither should you. We created clear benchmarks before shipping any feature:
- Performance: Pages load faster than 2 seconds
- Reliability: Core features work 99.9% of the time
- Usability: 9 out of 10 users complete key tasks without help
// Our feature readiness checklist
const isReleaseReady = ({
testsPass: true, // At least 80% coverage
docsUpdated: true, // No half-written guides
metricsAdded: true, // Can track usage
rolloutSafe: true // Won't break everything
}) => shipToUsers();
Choosing Tools That Grow With You
Your tech stack should work like a trusted coin grading kit – precise today, adaptable tomorrow. After three major overhauls, here’s what stuck:
Our Evolving Stack
- Frontend: React + Vite (for speed demon developers)
- Backend: Node.js with FeathersJS (APIs in record time)
- Database: PostgreSQL (our single source of truth)
- Infrastructure: DigitalOcean droplets (budget-friendly scaling)
‘Every technology choice is a trade-off between solving today’s problem and leaving doors open for tomorrow’s opportunities’
Making Progress Your Daily Habit
We stopped chasing big launches and started shipping daily improvements. Our secret? Treating development like a collector curating their showcase:
Our Weekly Rhythm
- Monday: Review user feedback (what’s working/breaking)
- Wednesday: Commit to 2-3 key improvements
- Friday: Ship changes to real users
This steady pace led to 68 straight weeks of product enhancements without team burnout.
Smart Resource Allocation
Bootstrapping taught us to invest where it matters most – just like collectors hunting key pieces:
Where We Focus First
| Collection Strategy | Product Development |
|---|---|
| Acquire rare pieces first | Build what users can’t live without |
| Get expert authentication | Implement rigorous testing |
| Display pieces properly | Create seamless onboarding |
Planning Your Product Journey
Our roadmap evolved from vague promises to clear phases:
Development Phases That Worked
- Foundation (6 months): Core functionality that solves real pain
- Expansion (Year 1): Features power users beg for
- Polish (Ongoing): Making every interaction smoother
This approach landed our first enterprise contract before our 15-month anniversary.
The Never-Ending Improvement Cycle
SaaS development never finishes – and that’s the beauty of it. By adopting a collector’s mindset of constant refinement, we’ve grown from zero to serving thousands of developers daily. Remember: Your next iteration is always more valuable than chasing perfection. What small improvement will you ship this week?
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