Human Developers + AI Tools: The Winning Duo for Web Scalability

What is web scalability, and why does it matter?

Web scalability refers to the possible performance of a website, an application, or a system to cope with increasing traffic, data, and operational needs without restricting the efficient use and performance of the end user. It ensures that your digital infrastructure is able to evolve with your business, providing consistent performance during heavy traffic.

Let’s say we can use Amazon or Shopify for e-commerce websites. Such platforms handle millions of deals on busy days like Black Friday. Their success lies in their scalability, which allows them to expand their resources in real-time to ensure no customer is down or delayed.

But the obvious question that comes to mind is: why do we need humans and AI to work together for web scalability? Why has the need arisen?

Let’s discuss the hurdles you may face when taking another route.

Key challenges you may face in achieving web scalability

The more businesses expand their online presence, the more difficult it becomes to scale their operations without hiccups.

Here, we have listed some of the difficulties faced by businesses that are avoidable, of course.

1. Bottlenecks in web performance

When a website gets a sudden spike in traffic, internet servers may struggle to meet the demand and get sluggish. This decline in your website’s performance may also happen due to poorly optimized databases. And you must also fix any legacy code or unoptimized development practices.

Solution: Try modular coding instead.

2. Resource constraints

You may have limited developer expertise, or they may be few in number. It will keep them occupied with their projects and give them a window to consider scaling. You may also have a limited budget for new servers or extending your teams.

Solution: You can outsource your website requirements to an external partner offering professional web development services.

3. Dynamic user demands

Modern users expect quick-loading pages and personalized experiences. But if you don’t have dynamic scaling capabilities, you may lose potential customers on special events like flash sales, seasonal promotions, viral content creation, etc. Also, the expectations will continue to evolve with new tools and technologies available in the market.

The human-AI collaboration: Is it a game-changer for scalability?

Scalability guarantees a website, application, or digital system can handle mounting user demands without compromising on performance. While both advanced AI tools and human expertise contribute crucially to this process, the absolute success comes from the all-important synergy between the two.

So, let’s discuss how humans and AI can work together and revolutionize web scalability.

AI tools enhance the efficiency and precision of your workflows.

• • AI-powered platforms like New Relic and Datadog have become the industry standards for web performance monitoring.
• • These tools provide real-time visibility into server health, traffic loads, and application performance, allowing businesses to see potential issues and take action before they escalate.
• • AI does well when it comes to automating things like load testing, abnormality detection, and resource distribution.
• • For example, it enables automated load testing by simulating thousands of users accessing a real-time website simultaneously, allowing you to identify weak points without human intervention.
• • It saves time, gives consistent accuracy, and frees up developers' time, allowing them to focus on pressing priorities.

Humans bring strategic thinking and creativity to the table.

• • Human developers are great at handling all those complex tasks requiring an understanding of business objectives and user behavior.
• • For example, if a company has scalability problems caused by poor code architecture, the developer can rewrite or re-architect the code according to modern best practices.
• • AI runs on data and patterns but may miss certain nuances around user-specific needs or compliance with industry requirements.
• • Developers can pick up these nuances and tweak the solutions to meet them.
• • It will ensure the scalability solutions are both effective and meet the unique targets of the brand.

By automating routine and tedious tasks, AI helps developers focus on creativity and innovation. You can learn from the example of Netflix and Airbnb. Web developers are crucial in implementing creative and scalable solutions that help make accurate recommendations using machine learning algorithms.

But how will human intelligence and artificial intelligence benefit your business?

Let’s find out.

Benefits of combining human developers and AI tools

Here is what human developers who integrate AI-powered web development tools bring to the table.

• • AI will accelerate development cycles, and you will launch your campaigns on the market rapidly.
• • AI will improve cost efficiency because you need fewer human resources, leading to fewer chances of error.
• • AI enhances user experiences even when traffic surges. It allows you to create personalized experiences and recommendations based on users' online behavior and preferences.