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Media is where automation pipelines quietly fall apart. This post walks through six importable n8n workflows, built on the Cloudinary community node, that hand those media steps back to the pipeline. You’ve wired up a beautiful no-code flow — a new product lands in your PIM, a…

Over the last few days, my social media feed has been filled with posts about agent loops. The message is usually some variation of the same idea: Stop prompting agents one step at a time and start designing systems that can act, evaluate their work, and continue toward…

Your video buffers. Netflix doesn’t. Here’s the difference, and how to close it with one URL parameter. Live demo: stream-video-like-a-pro-hls-cloudin.vercel.app Source code: github.com/musebe/stream-video-like-a-pro-hls-cloudinary-nextjs The Problem: Buffering Every tutorial ships a <video src="my-video.mp4" /> and calls it done. That works fine until your user is on a train with…

AI-generated and AI-edited images have gone from novelty to everyday production tool. Marketing teams generate product backgrounds in seconds; ecommerce teams remove and replace objects at scale.  As AI becomes a central part of publishing workflows, organizations are facing a new challenge: how do you maintain trust and…

Product-led growth depends on one thing: how fast someone can go from nothing to a working result. For over a decade at Cloudinary, that someone was a developer with a free account and a few lines of code. Today, it’s just as often an agent working on that…

At conference booths, developers often ask whether we support image generation at Cloudinary, given our emphasis on media management. As of now, I can say, “Yes! Yes, we do.” — here’s how! Cloudinary’s Image Generation API lets developers generate images from text prompts using multiple AI model…

When we launched Cloudinary Moderation, we set out to turn static brand guidelines into automated standards that every asset entering your pipeline has to meet. Until now, that meant images. Today, we’re extending moderation to the format that’s growing fastest and is hardest to review manually: video.

Stunning videos can underperform. A video experimentation strategy is a structured approach to finding out what drives performance for your specific audience. It involves creating multiple versions of a video, each with specific changes, and tracking their performance.  It eliminates the guesswork about which video format, length, or…

Today we celebrate a Cloudinary developer community that has grown to more than four million. It’s a milestone we’re proud to report, but not one we’re willing to claim as our own.  Every developer or engineering team that ran into a real problem — a media library…