Software Engineering

MLOps Meets DevOps: Building a Robust CI/CD Pipeline for AI

The rise of artificial intelligence (AI) and machine learning (ML) has changed the way industries operate, from transforming healthcare to reshaping finance. But here’s the challenge: while building AI models is exciting, deploying them into production is often a bottleneck. Traditional DevOps practices work great for software development but struggle with the unique demands of AI/ML workflows. This is where MLOps comes in—a powerful fusion of Machine Learning (ML) and DevOps.

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Creating Scalable Web Apps: Lessons from Real Projects

In today’s digital world, things change fast. One day, your web app works perfectly for a few hundred users. The next day, a viral post or a big event sends millions of users your way—and suddenly, your app crashes. That’s where scalability comes in. It’s not just a fancy tech word—it’s the foundation that helps your app grow without falling apart. This blog guide will help you understand how to make your web app scalable from the start. You’ll learn real strategies, see actual case studies, and discover common mistakes to avoid. You’ll also get tips from engineers who’ve been through the tough parts and made it out stronger.

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