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AI image generation has become easy. Shipping those images into production hasn’t. Developers today face two new challenges. First, AI is evolving at breakneck speed, making it difficult to consistently get the results they want while choosing and integrating the right models. Second, generating an image is only the beginning.

It’s early 2026 and a VP of e-commerce is puzzled by the analytics dashboard in front of them. Organic search traffic is flat and search efficiency is declining, but conversion rates from a small and growing slice of “direct” traffic are anomalously high — six, eight, sometimes 10x the conversion rate…

Fast-loading pages are no longer a nice-to-have. They shape conversion, engagement, SEO, Core Web Vitals, and the user’s first impression. Adding video makes that challenge harder: A single high-resolution clip can be larger than the rest of the page combined, and a rich video player can add unnecessary JavaScript before…

Visual teams already know that video performs. But for most marketing and e-commerce teams, producing enough of it is slow, expensive, and endlessly complex. Today, Cloudinary is changing that with Image to Video, a new capability that automatically generates high-quality videos from the images you already manage in…

Have you ever clicked on a video and a black rectangle is staring back at you? No thumbnail, no controls, just emptiness. That’s the default HTML5 <video> experience, and it makes your content feel unfinished before the user even presses play. In this guide, we’ll fix that. You’ll build a…

Today’s shoppers rarely buy a product after seeing a single image. They expect to watch products in action through demos, UGC, and short-form videos that help them make more informed decisions. That shift has transformed video from a supporting marketing asset into a critical part of the e-commerce experience. Video…

Building your first web app feels great. The code works. The layout looks clean. Your idea starts to feel real. Then you reach one feature that changes everything: Image upload. When a user selects an image with a standard file input, that file still lives on their device. <…

Stop exposing your API Secret. Here’s how to do image uploads the right way. Live demo: nextjs-secure-image-uploads.vercel.app Full source: github.com/musebe/nextjs-secure-image-uploads The Problem Every Developer Runs Into Production apps need to prove that an upload request came from your app, not a third party. The way to do that…

Managing video can feel challenging. Files are way too large, uploads time out, and progress feedback is nonexistent. Most tutorials hand you a library that hides everything, which means when something breaks, you have no idea why. In this guide, we’ll build a complete video upload and gallery app using…