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Advanced Web Scraping: Beyond Basic CSS Selectors

Aditya
Aditya Kumar
2 min read16 viewsMar 17, 2026
Advanced Web Scraping: Beyond Basic CSS Selectors - image 1
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System Design Patterns

Understanding Monolith vs Microservices with real-world system design insights

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{/* INTRO */}

πŸš€ Introduction

System design is the backbone of scalable applications. As systems grow, choosing the right architecture becomes critical. Two widely used approaches are Monolithic and Microservices architecture.

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🏒 Monolithic Architecture

βœ… Advantages

  • Simple to build and deploy
  • Easier debugging
  • No network latency

❌ Disadvantages

  • Hard to scale
  • Tightly coupled codebase
  • Slower development as system grows
{/* MICROSERVICES */}

βš™οΈ Microservices Architecture

βœ… Advantages

  • Highly scalable
  • Independent deployments
  • Better fault isolation

❌ Disadvantages

  • Complex architecture
  • Network latency
  • Difficult debugging
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βš–οΈ Monolith vs Microservices

Monolith

  • βœ” Single codebase
  • βœ” Easy to start
  • ❌ Hard to scale
  • ❌ Tight coupling

Microservices

  • βœ” Independent services
  • βœ” Scalable
  • ❌ Complex setup
  • ❌ Requires DevOps
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🌍 Real-World Use Case

In an influencer platform like Billionaire Vox:

  • Monolith β†’ All services run in a single system
  • Microservices β†’ Separate services for campaigns, payments, scraping, and notifications
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πŸ’‘ Which One Should You Choose?

Start with a monolith for simplicity. Move to microservices when your system scales, multiple teams collaborate, and high performance is required.

  • System grows large
  • Multiple teams are involved
  • Scalability becomes critical
{/* CONCLUSION */}

🎯 Conclusion

There is no one-size-fits-all solution. Choosing the right architecture depends on your system requirements, team size, and scalability goals.